From 1ea257504e6238723926f63861f02f3b588ac764 Mon Sep 17 00:00:00 2001 From: Philipp Rehner <69816385+prehner@users.noreply.github.com> Date: Wed, 8 Jan 2025 13:20:56 +0100 Subject: [PATCH] Release v0.8.0 (#266) --- CHANGELOG.md | 9 + Cargo.toml | 12 +- README.md | 2 +- .../recipes/recipes_critical_point_pure.ipynb | 8 +- docs/recipes/recipes_p_sat_t_boil.ipynb | 16 +- docs/recipes/recipes_phase_diagram_pure.ipynb | 30 +- .../recipes_phase_equilibrium_pure.ipynb | 14 +- ...recipes_surface_tension_diagram_pure.ipynb | 26 +- .../recipes_surface_tension_pure.ipynb | 16 +- .../dft/pcsaft/pcsaft_surface_tension.ipynb | 76 +- .../eos/pcsaft/pcsaft_entropy_scaling.ipynb | 57 +- .../eos/pcsaft/pcsaft_phase_diagram.ipynb | 213 ++-- docs/tutorials/eos/pcsaft/pcsaft_state.ipynb | 827 --------------- .../pcsaft_working_with_parameters.ipynb | 196 ++-- .../eos/python/core_user_defined_eos.ipynb | 642 ++++++------ .../tutorials/utility/core_dual_numbers.ipynb | 161 +-- .../utility/core_working_with_units.ipynb | 194 ++-- examples/core_dual_numbers.ipynb | 161 +-- examples/core_user_defined_eos.ipynb | 754 +++++++------- examples/core_working_with_units.ipynb | 194 ++-- examples/gc_pcsaft_functional.ipynb | 35 +- examples/lj_models.ipynb | 194 ++-- examples/pc_saft_phase_diagram_to_dict.ipynb | 469 +++++++-- examples/pcsaft/Entropy Scaling.ipynb | 57 +- examples/pcsaft/PhaseDiagramBinary.ipynb | 106 +- examples/pcsaft/adsorption_3D.ipynb | 365 ------- examples/pcsaft/adsorption_isotherms.ipynb | 166 ++-- examples/pcsaft/fea_adsorption.ipynb | 31 +- .../parameter_adjustment/adjust_kij.ipynb | 80 +- .../adjust_non_polar_non_asssociating.ipynb | 18 +- .../adjust_viscosity_correlation.ipynb | 18 +- examples/pcsaft/pore_geometry.ipynb | 68 +- examples/pcsaft_entropy_scaling.ipynb | 57 +- examples/pcsaft_phase_diagram.ipynb | 213 ++-- examples/pcsaft_state.ipynb | 939 ------------------ examples/pcsaft_surface_tension.ipynb | 74 +- examples/pcsaft_working_with_parameters.ipynb | 106 +- examples/pets_eos_binary_caseI.ipynb | 34 +- examples/saftvrmie/validate_lafitte.ipynb | 156 +-- examples/saftvrqmie/deuterium_32K.table | 444 ++++----- .../saftvrqmie/deuterium_helium_binary.ipynb | 56 +- examples/saftvrqmie/deuterium_neon_32K.table | 436 ++++---- .../hydrogen_deuterium_binary.ipynb | 52 +- examples/saftvrqmie/hydrogen_fh1_vs_fh2.ipynb | 48 +- .../saftvrqmie/hydrogen_helium_binary.ipynb | 69 +- .../saftvrqmie/hydrogen_neon_binary.ipynb | 68 +- examples/saftvrqmie/neon_32K.table | 452 ++++----- examples/saftvrqmie/quantum_fluid_dft.ipynb | 30 +- .../radial_distribution_function.ipynb | 99 +- feos-core/CHANGELOG.md | 13 + feos-core/Cargo.toml | 2 +- feos-core/src/lib.rs | 65 +- feos-core/src/python/user_defined.rs | 18 - feos-derive/Cargo.toml | 14 +- feos-dft/CHANGELOG.md | 10 + feos-dft/Cargo.toml | 6 +- src/python/mod.rs | 13 - 57 files changed, 3589 insertions(+), 5100 deletions(-) delete mode 100644 docs/tutorials/eos/pcsaft/pcsaft_state.ipynb delete mode 100644 examples/pcsaft/adsorption_3D.ipynb delete mode 100644 examples/pcsaft_state.ipynb diff --git a/CHANGELOG.md b/CHANGELOG.md index 665fc6f9f..63dda2f3b 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -6,6 +6,15 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ## [Unreleased] +## [0.8.0] - 2024-12-28 +### Fixed +- Fixed the handling of association records in combination with induced association in PC-SAFT [#264](https://github.com/feos-org/feos/pull/264) + +### Packaging +- Updated `quantity` dependency to 0.10. [#262](https://github.com/feos-org/feos/pull/262) +- Updated `num-dual` dependency to 0.11. [#262](https://github.com/feos-org/feos/pull/262) +- Updated `numpy` and `PyO3` dependencies to 0.23. [#262](https://github.com/feos-org/feos/pull/262) + ## [0.7.0] - 2024-05-21 ### Added - Added SAFT-VR Mie equation of state. [#237](https://github.com/feos-org/feos/pull/237) diff --git a/Cargo.toml b/Cargo.toml index e29a8436a..ce9df0015 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "feos" -version = "0.7.0" +version = "0.8.0" authors = [ "Gernot Bauer ", "Philipp Rehner ", @@ -32,12 +32,12 @@ crate-type = ["rlib", "cdylib"] [dependencies] quantity = "0.10" num-dual = "0.11" -feos-core = { version = "0.7", path = "feos-core" } -feos-dft = { version = "0.7", path = "feos-dft", optional = true } -feos-derive = { version = "0.5", path = "feos-derive" } +feos-core = { version = "0.8", path = "feos-core" } +feos-dft = { version = "0.8", path = "feos-dft", optional = true } +feos-derive = { version = "0.6", path = "feos-derive" } numpy = { version = "0.23", optional = true } ndarray = { version = "0.16", features = ["approx"] } -petgraph = { version = "0.6", optional = true } +petgraph = { version = "0.7", optional = true } thiserror = "2.0" conv = "0.3" num-traits = "0.2" @@ -46,7 +46,7 @@ serde_json = "1.0" lazy_static = { version = "1.4", optional = true } indexmap = "2.0" rayon = { version = "1.7", optional = true } -itertools = "0.13" +itertools = "0.14" typenum = "1.16" [dependencies.pyo3] diff --git a/README.md b/README.md index 85a57c0fe..55887cc89 100644 --- a/README.md +++ b/README.md @@ -145,7 +145,7 @@ For a documentation of the Python API, Python examples, and a guide to the under ## Benchmarks -Check out the [benches](https://github.com/feos-org/feos/tree/main/benches) directory for information about provided Rust benchmarks and how to run them. +Check out the [benches](https://github.com/feos-org/feos/tree/main/feos-benchmarks) directory for information about provided Rust benchmarks and how to run them. ## Developers diff --git a/docs/recipes/recipes_critical_point_pure.ipynb b/docs/recipes/recipes_critical_point_pure.ipynb index 4f97b6a39..4ea45544f 100644 --- a/docs/recipes/recipes_critical_point_pure.ipynb +++ b/docs/recipes/recipes_critical_point_pure.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "id": "06f40029-24e4-4f91-b502-6b9265818ed8", "metadata": {}, "outputs": [], @@ -20,7 +20,7 @@ "\n", "parameters = PcSaftParameters.from_json(\n", " substances=['methanol'], \n", - " pure_path='../parameters/pcsaft/gross2002.json'\n", + " pure_path='../../parameters/pcsaft/gross2002.json'\n", ")\n", "eos = EquationOfState.pcsaft(parameters)" ] @@ -55,7 +55,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -69,7 +69,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/docs/recipes/recipes_p_sat_t_boil.ipynb b/docs/recipes/recipes_p_sat_t_boil.ipynb index f8e532c65..589a10bd3 100644 --- a/docs/recipes/recipes_p_sat_t_boil.ipynb +++ b/docs/recipes/recipes_p_sat_t_boil.ipynb @@ -15,13 +15,13 @@ "metadata": {}, "outputs": [], "source": [ - "from feos.si import BAR, KELVIN\n", + "import si_units as si\n", "from feos.eos import EquationOfState, PhaseEquilibrium\n", "from feos.pcsaft import PcSaftParameters\n", "\n", "parameters = PcSaftParameters.from_json(\n", " substances=['methanol'], \n", - " pure_path='../parameters/pcsaft/gross2002.json'\n", + " pure_path='../../parameters/pcsaft/gross2002.json'\n", ")\n", "eos = EquationOfState.pcsaft(parameters)" ] @@ -35,7 +35,7 @@ { "data": { "text/plain": [ - "[156.9727578353079 kPa]" + "[156.97275783530898 kPa]" ] }, "execution_count": 2, @@ -45,7 +45,7 @@ ], "source": [ "# returns pure substance vapor pressures\n", - "vapor_pressure = PhaseEquilibrium.vapor_pressure(eos, 350 * KELVIN)\n", + "vapor_pressure = PhaseEquilibrium.vapor_pressure(eos, 350 * si.KELVIN)\n", "vapor_pressure" ] }, @@ -58,7 +58,7 @@ { "data": { "text/plain": [ - "[426.1370718962783 K]" + "[426.1370718962781 K]" ] }, "execution_count": 3, @@ -68,14 +68,14 @@ ], "source": [ "# returns pure substance boiling temperatures\n", - "boiling_temperature = PhaseEquilibrium.boiling_temperature(eos, 15 * BAR)\n", + "boiling_temperature = PhaseEquilibrium.boiling_temperature(eos, 15 * si.BAR)\n", "boiling_temperature" ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -89,7 +89,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/docs/recipes/recipes_phase_diagram_pure.ipynb b/docs/recipes/recipes_phase_diagram_pure.ipynb index cfccea8f3..12b21f1a8 100644 --- a/docs/recipes/recipes_phase_diagram_pure.ipynb +++ b/docs/recipes/recipes_phase_diagram_pure.ipynb @@ -15,9 +15,9 @@ "metadata": {}, "outputs": [], "source": [ - "from feos.si import *\n", "from feos.eos import EquationOfState, PhaseDiagram\n", "from feos.pcsaft import PcSaftParameters\n", + "import si_units as si\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "import pandas as pd\n", @@ -30,17 +30,17 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "id": "a19bbe80-cc85-4911-a169-d9501c962983", "metadata": {}, "outputs": [], "source": [ "parameters = PcSaftParameters.from_json(\n", " substances=['methanol'], \n", - " pure_path='../parameters/pcsaft/gross2002.json'\n", + " pure_path='../../parameters/pcsaft/gross2002.json'\n", ")\n", "eos = EquationOfState.pcsaft(parameters)\n", - "phase_diagram = PhaseDiagram.pure(eos, 150.0 * KELVIN, 201)" + "phase_diagram = PhaseDiagram.pure(eos, 150.0 * si.KELVIN, 201)" ] }, { @@ -51,12 +51,14 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -68,8 +70,8 @@ " )\n", ")\n", "sns.lineplot(\n", - " y=phase_diagram.vapor.pressure / PASCAL, \n", - " x=1.0/phase_diagram.vapor.temperature * KELVIN, \n", + " y=phase_diagram.vapor.pressure / si.PASCAL, \n", + " x=1.0/phase_diagram.vapor.temperature * si.KELVIN, \n", " ax=ax[0]\n", ")\n", "ax[0].set_yscale('log')\n", @@ -84,14 +86,14 @@ " )\n", ")\n", "sns.lineplot(\n", - " y=phase_diagram.vapor.temperature / KELVIN, \n", - " x=phase_diagram.vapor.mass_density / KILOGRAM * METER**3, \n", + " y=phase_diagram.vapor.temperature / si.KELVIN, \n", + " x=phase_diagram.vapor.mass_density / si.KILOGRAM * si.METER**3, \n", " ax=ax[1], \n", " color=colors[0]\n", ")\n", "sns.lineplot(\n", - " y=phase_diagram.liquid.temperature / KELVIN, \n", - " x=phase_diagram.liquid.mass_density / KILOGRAM * METER**3, \n", + " y=phase_diagram.liquid.temperature / si.KELVIN, \n", + " x=phase_diagram.liquid.mass_density / si.KILOGRAM * si.METER**3, \n", " ax=ax[1], \n", " color=colors[0]\n", ")\n", @@ -106,7 +108,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -120,7 +122,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/docs/recipes/recipes_phase_equilibrium_pure.ipynb b/docs/recipes/recipes_phase_equilibrium_pure.ipynb index 8bb064d58..ae62e17a0 100644 --- a/docs/recipes/recipes_phase_equilibrium_pure.ipynb +++ b/docs/recipes/recipes_phase_equilibrium_pure.ipynb @@ -10,18 +10,18 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "id": "06f40029-24e4-4f91-b502-6b9265818ed8", "metadata": {}, "outputs": [], "source": [ - "from feos.si import BAR, KELVIN\n", + "import si_units as si\n", "from feos.eos import EquationOfState, PhaseEquilibrium\n", "from feos.pcsaft import PcSaftParameters\n", "\n", "parameters = PcSaftParameters.from_json(\n", " substances=['methanol'], \n", - " pure_path='../parameters/pcsaft/gross2002.json'\n", + " pure_path='../../parameters/pcsaft/gross2002.json'\n", ")\n", "eos = EquationOfState.pcsaft(parameters)" ] @@ -51,7 +51,7 @@ } ], "source": [ - "vle_t = PhaseEquilibrium.pure(eos, 350 * KELVIN)\n", + "vle_t = PhaseEquilibrium.pure(eos, 350 * si.KELVIN)\n", "vle_t" ] }, @@ -80,14 +80,14 @@ } ], "source": [ - "vle_p = PhaseEquilibrium.pure(eos, 15 * BAR)\n", + "vle_p = PhaseEquilibrium.pure(eos, 15 * si.BAR)\n", "vle_p" ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -101,7 +101,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/docs/recipes/recipes_surface_tension_diagram_pure.ipynb b/docs/recipes/recipes_surface_tension_diagram_pure.ipynb index 1c23665b2..1a96550cf 100644 --- a/docs/recipes/recipes_surface_tension_diagram_pure.ipynb +++ b/docs/recipes/recipes_surface_tension_diagram_pure.ipynb @@ -15,9 +15,9 @@ "metadata": {}, "outputs": [], "source": [ - "from feos.si import *\n", "from feos.dft import HelmholtzEnergyFunctional, PhaseDiagram, SurfaceTensionDiagram\n", "from feos.pcsaft import PcSaftParameters\n", + "import si_units as si\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "import pandas as pd\n", @@ -30,14 +30,14 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "id": "4fb0714a-7ae2-46bc-833a-0136ac3f7cd9", "metadata": {}, "outputs": [], "source": [ "parameters = PcSaftParameters.from_json(\n", " substances=['methanol'], \n", - " pure_path='../parameters/pcsaft/gross2002.json'\n", + " pure_path='../../parameters/pcsaft/gross2002.json'\n", ")\n", "functional = HelmholtzEnergyFunctional.pcsaft(parameters)" ] @@ -49,7 +49,7 @@ "metadata": {}, "outputs": [], "source": [ - "phase_diagram = PhaseDiagram.pure(functional, 150 * KELVIN, 25)" + "phase_diagram = PhaseDiagram.pure(functional, 150 * si.KELVIN, 25)" ] }, { @@ -73,23 +73,25 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], "source": [ "sns.lineplot(\n", - " y=st_diagram.surface_tension / (MILLI * NEWTON / METER),\n", - " x=st_diagram.liquid.temperature / KELVIN\n", + " y=st_diagram.surface_tension / (si.MILLI * si.NEWTON / si.METER),\n", + " x=st_diagram.liquid.temperature / si.KELVIN\n", ")\n", "sns.scatterplot(\n", - " y=st_diagram.surface_tension / (MILLI * NEWTON / METER),\n", - " x=st_diagram.liquid.temperature / KELVIN,\n", + " y=st_diagram.surface_tension / (si.MILLI * si.NEWTON / si.METER),\n", + " x=st_diagram.liquid.temperature / si.KELVIN,\n", " clip_on=False\n", ")\n", "sns.despine(offset=10)\n", @@ -102,7 +104,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -116,7 +118,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/docs/recipes/recipes_surface_tension_pure.ipynb b/docs/recipes/recipes_surface_tension_pure.ipynb index 246a4bd8c..9d521364a 100644 --- a/docs/recipes/recipes_surface_tension_pure.ipynb +++ b/docs/recipes/recipes_surface_tension_pure.ipynb @@ -15,13 +15,13 @@ "metadata": {}, "outputs": [], "source": [ - "from feos.si import *\n", + "import si_units as si\n", "from feos.dft import HelmholtzEnergyFunctional, PhaseEquilibrium, PlanarInterface\n", "from feos.pcsaft import PcSaftParameters\n", "\n", "parameters = PcSaftParameters.from_json(\n", " substances=['methanol'], \n", - " pure_path='../parameters/pcsaft/gross2002.json'\n", + " pure_path='../../parameters/pcsaft/gross2002.json'\n", ")\n", "functional = HelmholtzEnergyFunctional.pcsaft(parameters)" ] @@ -51,7 +51,7 @@ } ], "source": [ - "vle = PhaseEquilibrium.pure(functional, 350 * KELVIN)\n", + "vle = PhaseEquilibrium.pure(functional, 350 * si.KELVIN)\n", "vle" ] }, @@ -67,7 +67,7 @@ "$20.191\\,\\mathrm{\\frac{mN}{m}}$" ], "text/plain": [ - "20.1906936921082 mN/m" + "20.190692938915628 mN/m" ] }, "execution_count": 3, @@ -95,7 +95,7 @@ "$20.191\\,\\mathrm{\\frac{mN}{m}}$" ], "text/plain": [ - "20.190693551809428 mN/m" + "20.190693016613086 mN/m" ] }, "execution_count": 4, @@ -105,7 +105,7 @@ ], "source": [ "surface_tension_tanh = (PlanarInterface\n", - " .from_tanh(vle, 1024, 100 * ANGSTROM, 500 * KELVIN)\n", + " .from_tanh(vle, 1024, 100 * si.ANGSTROM, 500 * si.KELVIN)\n", " .solve()\n", " .surface_tension\n", ")\n", @@ -115,7 +115,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -129,7 +129,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/docs/tutorials/dft/pcsaft/pcsaft_surface_tension.ipynb b/docs/tutorials/dft/pcsaft/pcsaft_surface_tension.ipynb index 18c7e1d2b..cf223a6d7 100644 --- a/docs/tutorials/dft/pcsaft/pcsaft_surface_tension.ipynb +++ b/docs/tutorials/dft/pcsaft/pcsaft_surface_tension.ipynb @@ -2,6 +2,7 @@ "cells": [ { "cell_type": "markdown", + "id": "135dd79e", "metadata": {}, "source": [ "# Surface tension using PC-SAFT Helmholtz energy functionals\n", @@ -15,13 +16,14 @@ { "cell_type": "code", "execution_count": 1, + "id": "9ad1bb1d", "metadata": {}, "outputs": [], "source": [ - "from feos.si import *\n", "from feos.pcsaft import *\n", "from feos.dft import *\n", "\n", + "import si_units as si\n", "import matplotlib.pyplot as plt\n", "import pandas as pd\n", "import numpy as np\n", @@ -36,6 +38,7 @@ }, { "cell_type": "markdown", + "id": "c7ec9a5b", "metadata": {}, "source": [ "### Water parameters for PC-SAFT \n", @@ -46,6 +49,7 @@ { "cell_type": "code", "execution_count": 2, + "id": "837c7770", "metadata": {}, "outputs": [], "source": [ @@ -59,6 +63,7 @@ }, { "cell_type": "markdown", + "id": "79b57b8b", "metadata": {}, "source": [ "Let's first compute the critical point. We will make use of the critical temperature later." @@ -67,6 +72,7 @@ { "cell_type": "code", "execution_count": 3, + "id": "d6ed65fa", "metadata": {}, "outputs": [ { @@ -92,6 +98,7 @@ }, { "cell_type": "markdown", + "id": "2ad0235c", "metadata": {}, "source": [ "As you can see, the model overestimates the critical temperature." @@ -99,6 +106,7 @@ }, { "cell_type": "markdown", + "id": "4c00eed3", "metadata": {}, "source": [ "## Surface tension for single VLE\n", @@ -112,6 +120,7 @@ }, { "cell_type": "markdown", + "id": "8fa8d790", "metadata": {}, "source": [ "For the VLE, we use the `PhaseEquilibrium.pure` method. Here for $T = 300$ Kelvin." @@ -120,6 +129,7 @@ { "cell_type": "code", "execution_count": 4, + "id": "f834af33", "metadata": {}, "outputs": [ { @@ -141,12 +151,13 @@ } ], "source": [ - "vle = PhaseEquilibrium.pure(pcsaft, 300*KELVIN)\n", + "vle = PhaseEquilibrium.pure(pcsaft, 300*si.KELVIN)\n", "vle" ] }, { "cell_type": "markdown", + "id": "21fb88cb", "metadata": {}, "source": [ "Next, we initialize the density profile. For the surface tension, a 1D DFT calculation in Cartesian coordinates is conducted. Thus, the density profile will be an 1D array (we have a single substance). \n", @@ -161,14 +172,15 @@ { "cell_type": "code", "execution_count": 5, + "id": "25c9d99d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 89 µs, sys: 137 µs, total: 226 µs\n", - "Wall time: 227 µs\n" + "CPU times: user 562 µs, sys: 19 µs, total: 581 µs\n", + "Wall time: 583 µs\n" ] } ], @@ -177,14 +189,15 @@ "interface = PlanarInterface.from_tanh(\n", " vle=vle, \n", " n_grid=512, \n", - " l_grid=100*ANGSTROM, \n", + " l_grid=100*si.ANGSTROM, \n", " critical_temperature=cp.temperature\n", ")\n", - "initial_density = interface.density" + "initial_density = interface.density / (si.KILO * si.MOL / si.METER**3)" ] }, { "cell_type": "markdown", + "id": "303bb746", "metadata": {}, "source": [ "The above method does not yet run a calculation. If we try to extract the surface tension, it will return `None`. Let's store the initial density profile for a later comparison." @@ -193,6 +206,7 @@ { "cell_type": "code", "execution_count": 6, + "id": "f915e37c", "metadata": {}, "outputs": [ { @@ -212,6 +226,7 @@ }, { "cell_type": "markdown", + "id": "7a321fe5", "metadata": {}, "source": [ "To calculate the equilibrium density profile, we have to call the `solve()` method:" @@ -220,14 +235,15 @@ { "cell_type": "code", "execution_count": 7, + "id": "77c08d7f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 31.2 ms, sys: 1.3 ms, total: 32.5 ms\n", - "Wall time: 32.4 ms\n" + "CPU times: user 28.6 ms, sys: 24 µs, total: 28.6 ms\n", + "Wall time: 28.5 ms\n" ] } ], @@ -238,6 +254,7 @@ }, { "cell_type": "markdown", + "id": "19402ba2", "metadata": {}, "source": [ "`solve()` calculates the equilibrium density profile and returns the `PlanarInterface` object so that we can readily extract the `surface_tension`.\n", @@ -248,23 +265,26 @@ { "cell_type": "code", "execution_count": 8, + "id": "61992d8f", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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c4S2oefuww+ctwLs3hfw9OynYs4uCPTudhDN9l/O8Zyf5qdvIT9lMfsomfP7OWC5vAVEZO4nK2ElFd/T8ufApQtt0J6x1N46OSqRVSCTrIhJYFRrFprwctu5Np8DnxYevTPL41K9fM/2vn3C7XHSOTsQktKVXYhK9E9vTKzGJTtEJuswu0gj17t2b7777jldffZU2bdrQsWNHDj300DL1Dj/8cEJDQ7niiis466yz2Lt3L9OmTaNly5bs3LmzxvsdPXo0AwYM4KGHHmLDhg10796dOXPmlDuO5d13380555zDuHHjOP300+nYsSM7duxg6dKl5OTk8Pbbb9do388++yxLlixh5MiRdOzYkeTkZKZMmUK7du0YOHBghev17t2bt956i2effZYuXbqQmJhYonXzpJNO4oYbnJuk/vWvf9UoJtk/SixFKuBye/DEtMITU1U3K6flwJuVTn7KJifRTN5EfsqWovd5yZvI37UOb5bzH7Z3bwo5a5eQs3YJccBI/wMgpGVnQjv0Jq/twSS37ALtD8BXkI/Ln2BuzHDuLvX6fKzbs5t1e3bz+YaVRbGc1r0/T47c17tzb14OLULDA3JMRKTu3HbbbfzrX//iiSeeIDs7m/Hjx5ebWHbr1o2nnnqKJ554goceeohWrVoxYcIEEhMTueOOO2q8X7fbzXPPPccDDzzAzJkzcblcjB49mokTJ3LKKaeUqHvwwQczffp0Jk2axLRp00hPT6dVq1b07t273OGJqjJ69Gg2b97MjBkzilovhwwZwjXXXFNpB6Qrr7ySTZs28dJLL7F3716GDBlSIrE8+uijiYmJISQkhBEjRtQ4Lqk9V6BuJm4qjDGpANba+GpU18GTavP5fHj3JpO3Yw25O/4ib+da8rb/Qe621eRu+R1vZmqF67pCIwjr2JeIAwYR3m0wGe16sjYijj/Sd/F7yjZWJm9lVco2cgryuW3AGK459KiidUe8/wj53gIGtO7MsHbdOLx9d7rGtFSrpog0WXl5eRxxxBGMHTuWu+++O9jhNCR1fuJXi6VIPXG5XHiiW+KJbklEt5IDPPl8Pgr27CR36ypyN68kZ9NycjYuI3fjMrzZe/DlZZOz9kdy1v4IXz0HQFJkLAccMJiTDhpOlBlJyAEXsD4ni5iwfePbpWTvZW36LsBp6Zy59lcAOrSI54j23Tk86UCO6nAwCREt6ukoiIjUvTlz5pCamlqtweYlsNRiWYpaLKUh8fl85O9aR86GX8le/zPZa34ge+2PePemlK3sCSXigMFE9RhJZI8jiTx4BN6QMJbt3sxPOzbw4471fLv1L1JyMkus9vZx/+DIDgcX7U8tmSLSWP36669Ya3n66adJSkpi6tSpwQ6poanzE7wSy1KUWEpD5/P5yNvxl5Nk/vk9WasXkrNpWYke7OBcPo/scSQt+oyhRd8xhCYZfPj4PXkbC7b8ycKtf/J7yja++/utRVPaLdjyB/cuns2Yzr04uVs/TEJNB7oSEQmeiRMn8tFHH9GzZ08efvhhunfvHuyQGhollvVNiaU0RgUZyWT9sZAsu4BM+w0565aWSTRDWnYhut84ogeeQqQZicsTgtfnLTHV5Z3fzeT1Vd8VvT+0VUf+3n0Ap3Q7VJfLRUQaPyWW9U2JpTQFBRm7yVzxBXt/+5y9v31OQdq2EuXuFolFSWZUn+NwhzmDIv+2azOz1i1j9trf2JCxb9LPULeHozv24PwehzGyw0H1+llERCRglFjWNyWW0tT4fD5yN/3G3l8/Yc/SD50OQMW4IqKJGTiemMMmENXr6KKWzB+2r2Panz/x8brfyMhzBiq+tPcR3DNkXDA+hoiI7D8llvVNiaU0dXm7N5Lx80dkLP2QLDsfvAVFZZ7YtsQMPYOYwyYQ0W0ILpeLrPxcPlu/kvf+XMJDw0+ls3+KvKz8PJ5e9jXnHDyE9tHxQfo0IiJSA0os65sSS2lOCvbsYs+P09nz/btkrV5QoiysfS/ijryY2OHnljtI/Nv2B277dgYel5szDhrI9YceTQclmCIiDZkSy/qmxFKaq7xd69nz/bukfz+F3E3L9xV4QokeeApxIy92LpW7nc4+767+kYd/msOOLGfatzC3h3PNUK4+5CjaRFU8Y4aIiASNEsv6psRSBLLX/UTaN6+w57u3i6ahBAht3Y34o68idsRFeFrEk1OQz7urf+SpX79iuz/BjAwJ5aKew7my75EkhEcF6yOIiEhZSizrmxJLkX28OZlkLJlO2vyXyVq9sGi5KyyK2MPPI/6Yqwnv0Ius/Fxe//17nvltXtEA7P8afAKX9xlZwZZFRCQI6jyxdFddRUSaK3d4FLGHn0+nO+bT5YHlxI2+Eld4C3y5maR9/QLr7+zLpoePw7vyKy7vM4Jv/34rN/c/lgGtO3NRz+HBDl+kyZoxYwbGGDZt2lS0bPTo0UycOLHKOlddddV+7XvSpEkYY/ZrG/Vh06ZNGGOYMWNGUOMo7+fQlCmxFJFqCW/fk7bnP023xzfSesJjhLZxZrTIXPklmx8by/q7B+Bb8j7X9T2SmWOvLJrNB+DBpZ/x7x9mFw1bJCLSnL3zzjtBT3jrihJLEakRT1QcCWOuo+uDq2h//UdE9jwKgNyNy9j24vmsvfVgUr94Bq//kvgfqTt4/rdvmLxiIUfOeJT5m1cHM3yRJuHkk09m2bJldOjQYb/q1MaVV17JsmXLArrNpqy8n8O7777LBx98EMSo6k5I1VXqnzFmFPB1BcU9rbWritUdDjwMDADSganA7dbazLqOU6Q5c7ndRPcbS3S/sWSv+ZHkT/5HxtIZ5O9ez863ryN51v0kHH8LnY68hJsHHMsTv3zF9sx0zpnzCpf2PoKJA/9GuKdBnoJEGjyPx4PH49nvOjWRmZlJVFQUISEhhITod7e6Av1zaOgaeovlE8B5pR5bCguNMf2AL4EI4EbgJeBynORSROpJRLfBtL/6Pbr+93fiRl2GKyScgvQd7Jp6C5snGs7Z8gtfjL2Mga07AzB5xUJOnP0Mq1O3Bzlykf2zdetWbr31VoYNG0afPn048cQTmT17dpl6f/zxB+effz6HHHIII0eO5Nlnn2X69Oll7r0zxjBp0qQy61fn/snSKqszf/58TjrpJPr27cuJJ57I/Pnzy113yZIl3H333QwdOpRx45xZt0rfY1nZvYylP0/huuvXr+eGG25gwIABDB8+nBdffBGAtWvX8o9//IN+/foxatQoZs6cWeHnKy49PZ2JEycycOBABg0axG233caePXvKrfvHH39w9dVXM2TIEA455BDOOOMMFi1aVKJOYZwbN27k1ltvZeDAgQwcOJDbb7+drKysEnUXLVrEhAkTGDRoEP3792fMmDE89thjZY5l4c9h9OjRrFq1ih9++AFjDMYYzjvvPL7//nuMMcydO7dMzO+99x7GGP78889qHY9gauj/csy31n5YSfkDwG5glLU2A8AYsw6YbIwZba39qu5DFJFCYe0Oou2Fz9Hy5H+R/MnDpH39IgXpO9j57s14PvkfL59wM2/2GcHjKxayMnkrx380iceOOJ2Tux0a7NBFamzHjh2cccYZhIaGcv755xMXF8eXX37JTTfdRG5uLqeeeioAO3fu5Pzzz8fr9XLZZZcRGRnJe++9R3h4eFDiXrNmDbfccgsTJkxg/PjxTJs2jauuuoo333yTAQMGlKh7zz330Lp1a6699lry8vICFsO1117LQQcdxM0338zcuXN59NFHiY2N5cUXX+TYY4/l6KOP5t133+X2229n4MCBdOzYscJt+Xw+rrrqKpYuXcqECRPo1q0bc+fO5bbbbitT11rL2WefTfv27bnssssIDw9n1qxZXHrppbz88ssMGzasTJydOnXipptuYuXKlUybNo3ExERuueUWwElSL7/8cgYMGMANN9yA2+1m/fr1LF26tMJ477jjDu6//34iIiK44oorAGjVqhVDhw4lKSmJWbNmceyxx5ZYZ9asWfTq1YsDDzyw2sc4WBp6YokxJgbIstbml1oeCxwL/K8wqfR7A3gcOANQYikSBCEJ7WlzzhMknHALKR8/TNq8yRSkbyf53Vs4uWVnjjrmOq7ak8XWrAy6x5Wd1UeaB19+Hvkpm4MdBiEJHXCFhNZ4vSeeeAK3282HH35IbGwsAGeffTaXXHIJjz32GKeccgput5vJkyeTkpLC+++/T+/evQEYP348xx13XEA/R3WtXbuW5557jtGjRwNw6qmnctxxx/H444/z5ptvlqibmJjIK6+8gtsd2AucAwYM4J577gHgtNNOY8SIEdx777385z//4fTTTwdg2LBhHH/88cycOZN//vOfFW7ryy+/5Mcff+T222/nwgsvBGDChAmcf/75Zeo+8MADdOnShalTpxIaGlpUd/z48Tz++ONlEsu+ffvyf//3f0XvU1NTmT59elFiuWjRIsLDw3n11Verfbn7mGOOYdKkScTGxnLyySeXKDvxxBN5/fXXycjIIDo6GnBaxX/88cdyE+WGqKEnlm8C0UC+MeZr4CZr7W/+sr448S8pvoK1NtcY8wvQvz4DFZGyQhM60ObcJ0kYeyvJsx8kbd5k8ndvIGrqTbzV6RC2jL6GPi0D27FAGgdffh7r7uhN3o6/gh0KoW260/WBFTVKLn0+H3PnzmXcuHHk5+eTnJxcVDZixAgWLFjA2rVr6d69O/Pnz2fAgAFFSSU4CduJJ57IlClTAvpZqqN9+/ZFSSVAXFwc48aNY8qUKUX3URY644wzAp5UAkXJI0B4eDjGGH766SdOOeWUouXdunUjNja2ymF6vvnmG0JDQznzzDOLlnk8Hs4991yWLNmXIqSmprJ48WJuvPHGMpfJjzjiCF577TWysrKIjIwsWn7WWWeVqDdo0CDmzp1blPjFxsaSlZXFggULGDVqVE0OQblOOeUUXnzxRebMmVPU4j179mxcLhdjx47d7+3Xh4aaWOYC04FPgV3AIcDNwEJjzGBr7WogyV93aznrbwWGlbO8aAD0SsQBabWIWUQqEJrQgbbnTSJhzPXsnn4Xe354j/yNy2jz+qVsWvoerc98GF9ST/45/x2u6nskA9t0CXbIIpVKTk4mPT2dKVOmVJgcpqSkALBly5Yyl5gBDjjggDqNsSKdO3cus6xLly54vV62bt1K9+7di5ZXdgl6fyQlJZV4HxMTQ6tWrYpaEYsvT09PpzKbN2+mbdu2JRJCKHt8N2zYgM/n49FHH+XRRx8td1upqakltlM6zsKW6bS0NKKjoznhhBOYNm0al19+Oa1bt2b48OEce+yxHHPMMbhcNR+LvHv37vTu3ZvZs2cXJZazZs3isMMOo02bNjXeXjA0yMTSWvst8G2xRR8ZY2bhtE7eA5wDFP7kyxsYL7tYuYg0EGFtupN01TvE/+0Gdk2dSJadT+byuaxfOYiVvcawMK478zav5n+Hn8ap3XXRoSlzhYTS9YEVjfZSuNfrBZzLyCeeeGK5dQ466KD9jq1QQUFBwLZVExEREVXWqSiBqizm8i4bV3QpOVAzBBb+zC699FKGDy9/AofExMQaxRQREcHbb7/N4sWLmT9/PgsWLGDmzJkcfvjhTJ48uVa9wU855RQefPBBdu3aRXJyMtZaHnzwwRpvJ1gaZGJZHmvtr8aYL4Cj/YsKu2WVd/dzRLHy0tuJr2w/1WjRFJH9FNltCB0nfsneXz9h57u3kLfN0mv5J7wdFs2zB4zguvl5rE7dzq0DjsPtauiDV0htuUJCCW3dNdhh1EpiYiItWrTA5/NVmKQUat++PevXry+zfO3atWWWxcXFlWmhy83NZefOnfsXcDEbNmwos2z9+vW43e4yLXTVERcXB1Am7i1btpRXPeA6dOjA4sWLy1zGLn18O3XqBDiX3qv6mdWE2+1m2LBhDBs2jIkTJzJ58mQeeeQRfvjhhzL3bBaqrDVz3LhxPPTQQ3z88cfs2rWLiIiIMp15GrLGdsbeCBT+O1F4Cby834Ikig1LJCINj8vlIrrfWLre9wutzngIV3gLYnMzmGg/5clfpvDZoqnc9u0HFPhbGUQaEo/Hw7HHHssnn3zCmjVrypQXv+fyyCOP5KeffmLFihUlymfNmlVmvU6dOpW4LxCcoWYC2WK5ZcsWvvpqX9/WtLQ0Zs+ezaBBg0rcX1ld0dHRJCQklIm7vu4fHTlyJHl5eUydum+kwYKCAt56660S9Vq2bMngwYN55513Svx8CpW3rCqFtzsU17NnTwByciqeaSwyMrLCS/yJiYmMGDGCWbNm8fHHHzN69OiijjyNQaNpsfTrBhT+27YcyAcGAUWDZxljwoB+QP3fES0iNeYKCSPxhJuJGTaBXe/ewp7FU+mTvoXnfnqTqTstN+dk8r9RZxPibj4DDEvjcNNNN7F48WJOO+00zjzzTLp160ZKSgq//fYbK1euLEreLrnkEmbOnMk//vEPzjvvvKLhhtq3b4+1tsQ2Tz/9dO655x6uueYahg8fzqpVq1i4cCEJCQkBi/uAAw5g4sSJTJgwgYSEBN577z0yMjK47rrrar3N008/nRdffJE777yTPn36sGTJknJbZOvC6NGjGTBgAA899BAbNmyge/fuzJkzp9xxLO+++27OOeccxo0bx+mnn07Hjh3ZsWMHS5cuJScnh7fffrtG+3722WdZsmQJI0eOpGPHjiQnJzNlyhTatWvHwIEDK1yvd+/evPXWWzz77LN06dKFxMTEEq2bJ510EjfccAMA//rXv2oUU7A1yMTSGNPaWruz1LIjgKOA1wGstWn+S+PnGWMeKDbk0Hk4Pcmn1WfMIrJ/QhM6kHTlFOJGXcqON68ld8tKzt64mHXT/+TZjB1ce9JNwQ5RpIQ2bdowbdo0nn76aT799FN2795NfHw8xpgSSVqbNm144403uO+++3jxxReJj4/nrLPOok2bNtx5550ltnnGGWewadMmpk+fzoIFCxg4cCCvvvpq0TA6gdCtWzduv/12HnnkEdatW0eXLl14+umnGTRoUK23+c9//pPk5GQ+//xzPv30U0aOHMlLL71U4aXgQHK73Tz33HM88MADzJw5E5fLVTSgfPFe5gAHH3ww06dPZ9KkSUybNo309HRatWpF7969yx2eqCqjR49m8+bNzJgxg5SUFBISEhgyZAjXXHMNMTExFa535ZVXsmnTJl566SX27t3LkCFDShyro48+mpiYGEJCQhgxYkSN4womV6Buig0kY8xXQCZOB55dQB/gMpze2oOttRv89Qb46yzHmXWnI3AT8LW19oRa7jsVqr4X06/hHTyRJsCXn8vuj+5j16z/4vZ5weUm4fibaHnKvbjDqu5MINIYzJgxg9tvv50vv/yyznpfS+OUl5fHEUccwdixY7n77rsDuemad1WvoYZ6j+WHQGucJPEZ4DScS9tFSSWAtfYn4BicnuGPA5cCk4HTEZFGyxUSRqtT/4+u9yzG06EP+LykfPI/1t89gOw1PwY7PBGROjVnzhxSU1PLDKDeGDTIS+HW2qeAp6pZdyFweN1GJCLBENF1AN3+/SO7Z/2X5NkPkLfNsva+I2h1xn9pNeaGWo0TJyLSUP36669Ya3n66afp168fhx7a+Ka7bagtliIigL/1cvw9tL1zIVui2+Dx5pPy7i1seepUCvaW7ZEpItJYvfPOO9x77720bt2aBx54INjh1EqDvMcymHSPpUjD9eyST8ifNpG/bXeGbQlp2YWkq94hsvvQIEcmItIoNNt7LEVEyrhy4PHsGP8fHjLHk+0OIX/3ejY+MJKUzx4P2OwcIiJSe0osRaTRcLlc/HvIiYQeNoGrBpzHuqiWUJDPzndvZvsrl+LLzw12iCIizZoSSxFpVDxuN0+OPJP23Ydw1YBz+aJNLwDSF7zKpkdP0H2XIiJBpMRSRBqdcE8ILx19Pt1ad+GBHicwu8cYALJ+/5oN/zmc3B1/BTlCEZHmSYmliDRKsWERvHnsRZxthnLxDe/T7vI3cYWEkbfNsvE/w8n6Y1GwQxQRaXbUK7wU9QoXabyyVi9k81On4s3YjSsknHaXv0nM4NOCHZaISEOhXuEiItW1rV0Plp79DKHtDsaXn8PW5yawZ/HUYIclItJsKLEUkSbh9+RtjJv1NDfZpfxxwUuEd+kP3gK2Pn8u6d9NCXZ4IiLNghJLEWkSDoxvTY+EJACuXTqH3MunEH7AIPB52fbiBaQvejPIEYqINH1KLEWkSQh1e3j+qLNpGxVLRl4Ol34/i/jrZhLRbaiTXL50EWkLXgt2mCIiTZoSSxFpMlpHxvDiUecS6vbwZ9pO7vj1azrc8hkRBw4Hn4/tr1xC2vyXgh2miEiTpcRSRJqUgW068++hJwIwc82vfLRlDR1v+oTIg49wksvXrmDPkhlBjlJEpGlSYikiTc55ZijHdOoBwJ3ff8jWggI63PgxEQcOA5+PbS+cR9Yf3wY5ShGRpkeJpYg0OS6Xi0cO/zutIqI5pVs/EsKjcEdE0+G6DwltexC+vGw2P3kKudtWBztUEZEmRQOkl6IB0kWajpTsvSREtCixLHfHX2z8z+EU7NlJaOtudPrXIkJi2wQpQhGReqUB0kVEaqt0Ulng9RLWpjvtr5+JKyySvJ1r2PLEyXhz9gYpQhGRpkWJpYg0eT6fj1dWLuKkj58lOz+PyO5DSbribXC5yV7zA1ufPweftyDYYYqINHpKLEWkyfsjbQf//uFjft21iQeXfgZA9ICTaXPOkwDs/XkWu6bfGcwQRUSaBCWWItLkHRzflhv6HQ3ASysXsWT7egDij7mKhDE3AJDyyf/I+PmjoMUoItIUKLEUkWbh6kNG0bdlBwBu+3YGef5L363OeJDIg0cAsG3yReTtXBu0GEVEGjslliLSLIS4PTw0fDxulwubup0Xln8DgMsTQtKVU/DEtsGbmcqWZ87Em5cT5GhFRBonJZYi0mwc0qoj/+g5HIDHf/mSdem7AQhJaF/UmSdn3VJ2vnNjMMMUEWm0lFiKSLNyy4DjaN8ijpyCfO747kMKx/KN6jWaluPvBSDtq+dJ/25KEKMUEWmclFiKSLPSIjSc+w47mS4xLbmy70hcrn3jBSeOu52ovmMA2P7aFeRs+T1YYYqINEqaeacUzbwj0jzkFuQT5gkps7xgzy7W3zOQ/ORNhHXsQ+d7fsAdGh6ECEVEAk4z74iI1IXiSWXxf7A9Ma1IumoquD3kblpO8sz/BCM8EZFGSYmliDRra9J2ctbnL/H9tjVFyyIPPIzEsbcBkPzJw2SvXRKs8EREGhUlliLSrN2yaAaLtv7FPYtnUeD1Fi1PPOkuwjr0Bm8B2176h4YgEhGpBiWWItKs3TX4BABWJG9l2p9Li5a7Q8Npd8krziXxzStI/ui+YIUoItJoKLEUkWatf+tOnNq9PwAP/fQ5GcVaJiMOGETiCbcCkPzxQ7okLiJSBSWWItLsTRz4NyI8oezMyuCZZfNKlCWe/K99l8RfvliXxEVEKqHEUkSavfYt4rii70gAXlyxgE0ZKUVlJS6Jb1quS+IiIpVQYikiAlzV50jaRsWSU5DPf5d8VqLMuSR+C+C/JL7up2CEKCLS4CmxFBEBokLDuH3gGNwuF7FhESV6iAMknnw3Ye17gbeAHW9diyaXEBEpSzPvlKKZd0SaL6/Py5q0XRwY36bc8szf57HpoaMBaHfpa8Qefl59hicisr808w6AMeZWY4zPGPNLOWXDjTELjTGZxphtxpgnjTFRQQhTRBo5t8tdYVIJENVzFNFDTgdg53sTKchKr6/QREQahQafWBpj2gF3AXvLKesHfAlEADcCLwGXA1PrMUQRaYLyvQW8/9fPZOfnlVje+sz/4QqLoiBtG8kz1ZFHRKS4Bp9YAg8CS/yP0h4AdgOjrLXPW2vvAq4GxhljRtdjjCLShOR5C/jbR5O47pupvGUXlygLbdmJxHG3A5Ay90lyt6wKRogiIg1Sg04sjTFDgHNxWiNLl8UCxwJvWGszihW9AWQAZ9RLkCLS5IS6PQxt2xWAScu+Zm+psSsT/nYjoa27QUE+O6Zcr448IiJ+DTaxNMa4gEnA69baX8qp0hcIoVRLprU2F/gF6F/BdlMrewBxAfwYItJIXXPoaMI9IezO3ssrK78tUeYOi6D12Y8CkLl8Lnt//igYIYqINDgNNrEEzgd64dxfWZ4k//PWcsq2Au3rIigRaR7aRcVyYc/hADy/fD5pOVklylv0O5GovmMA2PnOTXhzs8psQ0SkuWmQiaUxJgbn3soHrbXlJY4Akf7n8uZXyy5WXoK1Nr6yB5C2v/GLSNPwz75HEh0aTlpuNi8s/6ZEmcvlos3Zj4MnlLyda0n59NEgRSki0nA0yMQSp5UyF3iskjqFzQPh5ZRFFCsXEamVxIgWXNr7CABeWrmIXVkZJcrDkgwJx10HQPInD5Oftr3eYxQRaUgaXGJpjEkCrgeeAdoaY7oaY7riJIth/vcJ7LsEnlTOZpKALfUQrog0cZf1HkF8eBSZ+bm8vHJRmfLEE+/A3SIRX85ekmf/NwgRiog0HA0usQTaAmHAQ8DaYo+hQE//69uA5UA+MKj4ysaYMKAfTgceEZH9EhMWwW0DjuNfg0/g2kPLjmLmiYojcdxEANK+foG8XevrO0QRkQajISaWa4Hx5TxWAOv8r9+w1qYBXwDnGWOii61/HhANTKvHmEWkCTuvx2Fc3mckkSGh5ZbHH30VIQkd8OXnsvvDf9dzdCIiDUejmSvcGDMPiLfW9iu2bADwLU7r5UtAR+Am4Gtr7Qm13E8qaK5wEamZ1HkvsuO1K8Hlpst9vxLeoVewQxIRKU1zhVfGWvsTcAxOz/DHgUuBycDpwYxLRJqmnVl7eGDJp9y7eFaZsrgjLiK07YHg87J7xt1BiE5EJPgqbbE0xoQAdwAH4SRu24E3/e8/A6611jap3tdqsRSRiry56ntu/+5DQlxuFv39VjpEx5co37N4KlufOxuAznd/T0S3wUGIUkSkQkFvsXwYGIXTy/oz4HLgWZzOM8OBe+swNhGRBuX0AwfSNiqWfJ+XZ3+bX6Y8evDphHfuB8Cu6XfWc3QiIsFXVWJ5OvB3YALQCnjbWjvdWjvFv+y0Oo5PRKTBiAgJ5Yo+IwB4948f2Z6ZXqLc5XbT6u/3AZC58ksyV35Z7zGKiARTVYllrLU22Vq7E9hrrbWFBdbaZUCbOo1ORKSBOefgoSSGtyCnIJ8Xly8oUx7V929EHuwkn7um30Vj6SApIhIIVSWWacaYwqkR7yteYIyJw5kdR0Sk2YgKDeOyPs5sPG/axSRn7y1R7nK5aHX6/QBkr/mBvb+U7egjItJUVZVYzgK6AFhrHypVdgrwcx3EJCLSoF3QYxhxYREVzsYTedDhRPUdA0DyrP+q1VJEmo1KE0tr7T+ttasqKP4AODXwIYmINGwxYRFc1OtwAH7ZubHcxLHliXcATqul7rUUkeaiRgOkG2NGAoustQV1F1JwabghEamOlOy9LE/ewhFJB+JylT+Cx8b/jibLzieyxyg6TVRyKSJBF/Thhkr7Goiri0BERBqThIgWjGh/UIVJJUDiibcDkLVqHll/lL1kLiLS1NQ0sazzTFdEpDFKzckssyyq9zGEH+AMkr571gP1HZKISL1r1FM6iogE25q0XVww9zWO/vAJcgryS5S5XC5a+lstM5d9Rva6n4IRoohIvVFiKSKyH8I9IczbvJrtmenMXPNLmfIW/U4krGMfAJJn/7eeoxMRqV9KLEVE9kOH6HhOOuAQAF5YvqBMD3GX203iuIkAZCyZQc7mlfUeo4hIfalpYqle0CIipVzRZyQANnU7X22yZcpjhpxBaNsDAUie/WC9xiYiUp/UeUdEZD/1btmeEe2dxPH55d+UKXe5PSSOvQ2APYvfJXfHmnqNT0SkvtQ0sZwK5NRFICIijVlhq+V329bw665NZcpjh59LSGIn8BaQ8snD9R2eiEi9qFFiaa2dYK3dW3VNEZHmZWT7g+iZ0A6AF8prtQwJI+H4mwFIX/gG+ek76zU+EZH6oM47IiIB4HK5uLzPSELdHqJCwvD6vGXqxI28CHeLBHz5OaR9/XwQohQRqVs1mtKxOdCUjiJSW3neAnZlZZDUouIJynZOu4OUjx/CE9uGAx5Zizssoh4jFJFmrs77yoTUdkVjzNnAP4GDgJblVPFZa2u9fRGRxibU7ak0qQSIP+afpHz2KAXpO9jz3dvEHXlxPUUnIlL3apX4GWPuAv4NbAe+BVICGZSISGOX7y1gXfpuDoxvU2J5aEIHYoacyZ7v3ibl8yeIHfmPSucbFxFpTGrbongVMA/4m7U2L3DhiIg0fj9uX8d137xHVkEu3/39NiJCQkuUJ/ztBvZ89za5W1aSuXwOLfqOCVKkIiKBVdvOO7HAe0oqRUTK6hidwNbMNHZmZfBBOdM8RnTpT2TPowBI+fzxeo5ORKTu1Dax/BnoFMhARESaiqQWcZzon+bx5ZWLykzzCJAw5noAMpfPJWfjb/UZnohInaltYnkXcIUxpn8ggxERaSou6XU4AKtStvHt1r/KlLc45ARC2xkAUuY8UZ+hiYjUmVoPN2SMORl4D/geWAcUlKris9Y2uu6OGm5IRALl1E+e54ft6zi2U09ePeaCMuWpX7/AjtevwhUSxgGPrCUkvl0QohSRZqTOewrWqsXSGDMUeB0IBUYA5wEXlvMQEWm2Lva3Wn6xcRVr0naVKY8dfh7u6Jb48nNJ/eq5+g5PRCTgansp/EkgFzgZSLTWust5eAIXpohI4zOmcy86Rsfjw8erv39bptwdHkX8UVcAkPrVc3hzMus7RBGRgKptYnkI8Ii1dpa1NjWA8YiINBkhbg8X9RxO+xZxdIttVW6d+KOdS+HejN3sWfxuPUcoIhJYtU0sd+C0WIqISCUu6DGMb/9+Kxf1Gl5ueUh8O6IHnw5A6hfPlNuDXESksahtYvkKcK4xRlM2iohUIiIklBB35XcGxR99FQA5G34h+8/v6iMsEZE6UdvEcCEwDvjeGPMssJayvcKx1n6zH7GJiDQpu7IySM7Zy8HxbUssj+g+lPCuA8lZt5TUL58h8qDyWzdFRBq62rZYfgEMAgYAL/nff13sMc//LCIiwKsrv2XotAe5/dsPypS5XK6iVss9P75Pfuq2+g5PRCQgattieVFAoxARaeIOim9DTkE+i7evY9muTRzSqmOJ8pihZ7Jz6q14M3aTNv8lWp58V5AiFRGpvVoPkN5UaYB0EakLPp+PYz58Apu6ndO69+fJkWeWqbPzvdtJ+eRhPPHt6fbIGlwhoUGIVESasIY5QLqIiNSMy+Xi4t7OgOkfrV3Gzqw9ZerEH3U5uNwUpG4h46cP6zlCEZH9p8RSRKSejO/Wj/jwKPK8BbxtfyhTHtq6Ky36jQUg9ctn6zs8EZH91iCHCzLGDALuxOkc1AZIA34B/s9a+22pusOBh/1104GpwO3WWk1hISINSmRIGGcfPJhnf5vPm6u+56q+RxLmKXkajj/6n+z9eRZZ9htyNi4jvNMhQYpWRKTmGmqLZXecpHcycDXwP5wE8xtjzLGFlYwx/YAvgQjgRpwe6pfjJJciIg3O+T0Ow+1ysT1rD5+uX1GmPKrX0YS2M4BaLUWk8WmQLZbW2qmUSg6NMc8Ba4DrgLn+xQ8Au4FR1toMf711wGRjzGhr7Vf1FrSISDV0jE7gb517szcvh6QWcWXKXW438Udfxc63ryP927dpdfqDeFrE13+gIiK10FBbLMvwX9reCcQDGGNigWOBNwqTSr83gAzgjPqOUUSkOp4ZNYG3x1zMkLZdyy2PPeJ8XBHR+HIzSV/4Wr3GJiKyPxp0YmmMiTHGtDKOB4A+OJe+AfritLguKb6OtTYX537M/vUZq4hIdYVWMcWjJzKW2OHnApD69YuaP1xEGo1qXQo3xpxfm41ba9+ozXrFvAqc5n+dCzyPc/kbIMn/vLWc9bYCw8rbYOE4lZWIw+ksJCJS537auYGuMS1JjGhRYnn8qMtI++p58rZZsuw3RPU4MkgRiohUX3XvsXwNZzDwmgys6cO5LL0//g28AHQEzgPCgVAgB4j018kpZ73sYuUiIg3SuXNeYd7m1dzS/1iu63d0ibLwzocS0W0o2WsWkzbvRSWWItIoVDexPKpOo6iAtfY34DcAY8xbOJe9XwP+DmT5q4WXs2pEsfLS24yvbJ/VaNEUEQmInglJzNu8mjfsYq46ZFSZS+RxR11K9prFZCyZQcGeXXhiWgUpUhGR6qlWYmmtnV/XgVQjhjxjzEzgLmNMJPsugSeVUz0J2FJvwYmI1MIFPQ/jhRXfsD0znU/XLeekboeWKI8ZciY7p9yENyuNtIVvkHj8jUGKVESkehp0551yROJcjo8BlgP5wKDiFYwxYUA/nA48IiINVsfoBI7r1AuAV37/tky5OzyqqBNP2vzJ6sQjIg1erRNLY0wLY8y/jTHLjDEZ/scyY8y9xpgWVW+h0m23LmdZLHA6sNFau8NamwZ8AZxnjIkuVvU8IBqYtj8xiIjUh4t6DQdgyY71LNu1qUx53KhLAcjbtpqsVfPqMzQRkRqr1QDpxphEYAHQE2dsyZ/9RQcDdwOnG2NGWGuTaxnXVGNMNvAtsA3oBFyE04nnrGL17vTXmWeMeclffhPwqbX2i1ruW0Sk3gxv1w0T3xabup1Xf/+Wx0eUHII3vFNfIg4cRvaf35E2bzJRPYNyy7uISLXUtsXy/4AeONMttrfWjrDWjgDaA/8EDHDvfsT1FhAFXAs8B1wF/AocZa19r7CStfYn4BicnuGPA5fiTAN5+n7sW0Sk3rhcrqJWy5lrfmVXVkaZOoWtlnuWzCA/fWe9xiciUhOu2tyzY4zZgNMqeHkF5S8Cf7PWdt7P+OpdYa/wqnqP++mGJxHZb5l5uRzz4ROM6dKLf/YdRavI6BLl3pxM1lzfEW9WGq3OeIjEE24OUqQi0sjVZNjIWqlti2Vb9l3+Ls9P/joiIlKFqNAwFpx2M/cMGVcmqQR/J57DzwP8nXi83voOUUSkWmqbWG6n8ikT+/vriIhINXjclZ+OizrxbP9TnXhEpMGqbWI5C7jYGHO5MaZoG8YYtzHmMuAfwEeBCFBEpDnJys/j8/UryiwP79iHiAOdezFT571Y32GJiFRLbRPLu4E1wLPAFmPMfGPMfJxByZ/zl90TmBBFRJqHjXuSGfzef7n4qzf5bdfmMuXxRzmtlhlLPyQ/fUd9hyciUqVaJZbW2t04A5M/COwGBvsfu4D/AoP9dUREpJo6RifQNjIGgFfLGTA9evDpuKPioSCP9IWv13N0IiJVq1Wv8KZMvcJFJJjesouZ+O0HhHtC+OGMibSMKNmZZ8fb15M6dxKhbbrT9cFVuKq4N1NEpJgG2ytcRETqwKnd+hMXFkFOQT5T7I9lyuNGXQZA3o6/yPz9q/oOT0SkUrWaeQfAGHM2zmDoBwEty6nis9bWevsiIs1RVGgYZx00mBdWLOCNVd9zRd+RhLo9ReXhHXoRefARZK1eSNq8ybTofUwQoxURKam2UzreBfwbZ0ihb4GUQAYlItKcXdBzGC+uWMjWzDQ+X7+CcQccUqI87shLyFq9kIyfPiQ/bTshcRo2WEQahtq2KF4FzMOZXScvcOGIiEjnmESO7dSDORt/55Xfvy2TWEYP/jvuKTfg3ZtC+oLXSBx3W5AiFREpqbb3WMYC7ympFBGpG//odTg9E9px+oEDKd3J0h0WSezh5wOQNv8lzcQjIg1GbRPLn4FOgQxERET2OTypO3NOvo4JBw/G5SrbkbNoJp6da8hc+WV9hyciUq7aJpZ3AVcYYyqb1lFERGrJ5XKVm1AWCm/fk8iDRwCQppl4RKSBqNU9ltba+caYi4HvjTHfA+uAglLVfNbai/czPhGRZm9d+m42ZaRwRPsDSyyPG3UpWasXkPHzR+SnbiMkvl2QIhQRcdSqxdIYMxR4HQgFRgDnAReW8xARkf3wzuofGfH+I9ywYBr53pL/v0cPOg13i0QoyCd94WvBCVBEpJjaXgp/EsgFTgYSrbXuch6eKrYhIiJVGJ7UDYCtmWl8tmFliTJ3WASxR6gTj4g0HLVNLA8BHrHWzrLWpgYwHhERKaZLTEuO7dQDgFdXlp0/PP7Iwk48a8lcMbdeYxMRKa22ieUOnBZLERGpYxf1Gg7A4u1rWZm8pURZWPseRJojAUibN7neYxMRKa62ieUrwLnGGE3ZKCJSx45IOpCD4toA8Eo5rZZxoy4BIOOXWeSnbq3X2EREiqttYrkQ8OL0Cv+HMeYoY8zI0o8Axiki0my5XK6iVssP1vxCcvbeEuXRA0/FHd0SCvJJW/BaECIUEXHUNrH8AhgEDABe8r//uthjnv9ZREQC4LTu/YkNiyCnIJ8pq38sUeYOiyBOM/GISANQ20vZFwU0ChERqVSL0HDONUPZvDeVEaXGswRnTMuUzx8nf9c6MlfMpUXfMUGIUkSaO1fpOWibO2NMKoC1Nr4a1XXwRKTe+Hy+Smfj2fjf0WTZ+UQPHE/7a6bXY2Qi0khUfAIJkNpeCq+SMSamrrYtItIcVZZUAsQd5Qw95MzEo048IlL/ajvzzpNVlMcAn9cqIhERqZTX5+WLjb/zV9rOEsuLOvF4C9SJR0SCorYtltcYY24pr8AYEwV8CvSrbVAiIlKxi754gwu/eJ3nfptfYrk7NJy4Iy4A1IlHRIKjtonlv4AHjTHnFF9ojIkEPsHpMX7afsYmIiLlGN3RAM7QQymlhh6KO9IZ07KwE4+ISH2qVWJprb0feBF42RhzDIAxJgKYBQwDTrfWfhqwKEVEpMjfDxxATGh4uUMPhSUZInuMAiBt3otBiE5EmrP96bzzT5xL3u8bY4YDHwIjgbOttbMCEJuIiJSjRWg4Zx08GIA3Vn1PvregRHnRTDw/ayYeEalftU4srbVeYALwG/ANMBo411r7foBiExGRClzQYxguXGzem8qcDb+XKCvRieebV4MUoYg0R9UaIL2K6RkfBV4D3gW2Fa9rrf1mv6ITEZFydY1tydGdDF9sXMWrv3/LCV37FJUVduJJ+ewx0ua/ROK4ibjcdTa6nIhIkerOvDOPygcDdwGXApcUe+8DPLWOTEREKnVRz+F8sXEV321bw8rkrfRKTCoqixt1KSmfPUb+7vVkLp9Di0P+FsRIRaS5qG5iqSkcRUQamJHtD2JE+wMZ3q47SVGxJcrC2h1MZI9RZK2aR9r8yUosRaReaErHUjSlo4g0Fenfv8u2588Bt4duj64jJKF9sEMSkeBqvFM6iohIcEUPHI8nppVm4hGReqPEUkSkCUjJ3svzv31DbkF+0TJ3aDixhxefiaegotVFRAKiuvdY1itjzGDgQuAooAuwG/gWuMta+2epusOBh4EBQDowFbjdWptZnzGLiARLRl4Oh7//P9Jzs2kZ0YLTDxpYVBY36hJSPnvU34lnru61FJE61VBbLG8DTgW+AK7DmeVnFPCzMaZnYSVjTD/gSyACuBF4CbgcJ7kUEWkWokPDOco/zePzy7+h+L3zYe0OJrLnUQCkaiYeEaljDTWxfAzoYq291lr7krX2PmAEEIqTdBZ6AKc1c5S19nlr7V3A1cA4Y8zoeo9aRCRIruzjDCFsU7fz9ebVJcriR10KwN5fZpOfsqXeYxOR5qPaiaUxZqMxZpIx5mhjTJ2OT2mt/dZam1tq2R/ACqCnP55Y4FjgDWttRrGqbwAZwBl1GaOISEPSp2UHjkg6EIDnf5tfoqzFgFOKdeLRTDwiUndq0mI5EzgFmAvsMMa8aYwZb4yJqpPISjHGuIC2wC7/or4494guKV7Pn5D+AvSvj7hERBqKK/o6rZbfblvDsl2bipa7Q8OJPeJCANLmv6xOPCJSZ6rdecdaezVwtTFmCDAeJ8k8B8gyxnwBfADMstburotA/fvqANzpf184xcTWcupuBYaVt5HCcSorEQek1SI+EZGgOrL9QfRIaMeqlG28sHwBz4yaUFQWd+QlpHz6SLGZeI4PYqQi0lTV+B5La+0P1trbrbU9gV7AfUA74GWcucK/NsZca4zpHKggjTE9gGeAhcCb/sWR/uecclbJLlYuItIsuFwurugzAoDZ635jU0ZKUVlYu4OI7Oncep46b3JQ4hORpm+/hhuy1q4C/gv81xjTgX0tmY8AjxtjfgXusNZ+Vtt9GGPaAR8DKcDp1lqvvyjL/xxezmoRxcpLxxxfxf5SaxWoiEgDcNIBhzJ34yr+3r0/7VvElSiLH3UJWb9/VdSJRzPxiEigBaxXuLV2s7X2aWvtMTj3Ql4ErAP61Habxpg44FOcy9NjrLXbihUXXgJPKrOis0xdH0Wk2QnzhPDCUedwbOdeuF0lT/HOTDytnU4837wcpAhFpCmrk+GGrLUp1to3rLWnWmsfqc02jDERwCzgYGCctdaWqrIcyAcGlVovDOiH04FHRET8XCFhxI64CIDUr1/El58X5IhEpKlpkONY+oczmorTAed0a+33petYa9NwBlA/zxgTXazoPCAamFYfsYqINFS/7trELYveJ6tYAhl/1OXgclOQuoWMnz4MXnAi0iQ1yCkdgUeBk3BaLBONMecWK8uw1n7of30nzlSP84wxLwEdgZuAT621X9RjvCIiDcru7AzGf/wcud4Ceie258KezkAZoa270qLfWPb+PIvUL58jZsjpQY5URJqSBtliiXMpG+BEnF7gxR9PFFay1v4EHIPTM/xx4FJgMqAzpYg0ay0jojn9QGfO8Gd/m0duQX5RWfzRVwGQZeeTs/G3YIQnIk2Uq/icsrKvV3hVvcf9dPBEpMFav2c3I99/lAKfl/8dfhoTDh4MgM/rZd0dvcnbtpq4oy6n7QXPBjlSEaknrrreQUNtsRQRkf3UJaYl47v1A+DpZfPI98+443K7iR99JQDp375FQabmhBCRwKh1YmmMucoYs9QYs90Y87sx5gVjzFGBDE5ERPbP1YeMwoWL9Xt2M2vtvsvesYefjyssCl/OXtIXvRHECEWkKalVYmmMuRt4Gme+7i3+7VwEfGGM+dwY0zZwIYqISG0dGN+GsV2d4YQnLfsKr8+ZY8LTIp7Y4U6/yNQvn8Xn9Va4DRGR6qpti+XlwCqgs7W2v7XW4AyKfh0wBPjOGNMqQDGKiMh+uPZQ52LSn2k7WbZrc9Hywk48edtWk7nyy6DEJiJNS20Ty7bA5OIz4fgHRX8aOAxoBfw7APGJiMh+6pXYnv8MPYlvTr2Zfq07FS0P79SXSDMScFotRUT2V20TyxSc+bjL8M+Q8yLOvOEiItIAXNRrOF1jW5ZZHn+004ln7y+zydu1vr7DEpEmpraJ5cc4M96Um1wCf+HM7y0iIg2M1+elcKi56AHj8cQngc9L6tcvBDkyEWnsaptY3gwkAJ8YY7qUU3488GutoxIRkYDz+XxM/3MpR33wON9u/QsAV0go8aMuAyBt/kt4c7OCGaKINHK1SiyttbuAY4EuwJ/GmG+MMY8ZY/7PGLMIGABcE8A4RURkP7lcLt5Z/SN/pe3kfz/PLWq1jBt1Ga6QMLwZu0n/9s0gRykijVmtx7G01i4HegF3AOE4PcLvAoYBHuA/xpgHjTHnGGP6GmMa6rzkIiLNxk39jwVgyY71fLXJAhAS346YwyYAkDrnKQ09JCK1tl8z71hrc6y1/7PWDgVaAkfjXCb/Eqc182ac+b1/ATL2L1QREdlfw5O6M6L9gQA8/NPnReNaJhx3HQC5W34nc/nnQYtPRBq3gLUiWmtTga/9DwCMMZHAoTiXxvsFal8iIlJ7tw4Yw4Itf7IieSufrFvOuAMOIbzzoUT1OprMlV+S8vnjtDjk+GCHKSKNUJ1enrbWZgHf+x8iItIA9G/diTGde/H5hpU88vNcju/SB4/bTfyY68lc+SWZK74kZ+NvhHfqG+xQRaSR2a9L4SIi0jjd3P84XLj4M20nM/76GYAWff9GaDsDQMqcJ4IYnYg0VkosRUSaoZ6J7Tip2yG0jGiBy+UCwOV2kzDGuddyz3dTyE/bHswQRaQRchUONyEOY0wqgLU2vhrVdfBEpNHambWHqJAwWoSGFy3z5mSy5sYuePcmk3jyv2g1/t7gBSgigeaq6x2oxVJEpJlqHRlTIqkEcIdHET/6CgDSvnpOA6aLSI0osRQREZKz9xbNxhN/9FXgCaVgzy72fPd2kCMTkcZEiaWISDP31SbLsGkPcdnXb5Oak0lIfBKxh50FQMrnT6JbpkSkupRYiog0c4e07IDL5SI1J5MnfvkSgPjjrgcgd8tKMn/7LIjRiUhjosRSRKSZaxUZzTWHHAXAa79/x5q0nUR06UdUr6MBSJ79YDDDE5FGRImliIhwca/D6RydSL7Py39+/ASAxHETAchavZBM+00wwxORRkKJpYiIEBESyh2DnWkc5278nYVb/iSy51FEdD8MgORZ/w1meCLSSCixFBERAMZ26cPQtl0BuPeH2Xh9PhJPvB2AzOVzyF67JIjRiUhjoMRSREQAcLlc3D1kHACrUrYxb/NqWhw6lrBOhwC611JEqqbEUkREihzaqiM39juGt477B0d36oHL5aKl/17LjKUfkLN5ZZAjFJGGTImliIiUcGP/YxjV4eCi99GD/05o24MAtVqKSOWUWIqISIV8Ph97C/JJHHsrAHsWv0vujjVBjkpEGiolliIiUq616buY8PnLXP7128QMO4eQxE7gLSDlk/8FOzQRaaCUWIqISLlsynYWbv2T+ZtXM2vjKhKOvxmA9IWvkZeyOcjRiUhDpMRSRETK9bcuvRnTuRcA9yyeBYdNwBPbBl9+LimfPRbk6ESkIVJiKSIiFfrP0JNoERLGruwM/rtsPgljbgAg7avn1WopImUosRQRkQq1j47n1oFjAJiy+gf+7DvWabXMyyZ55n1Bjk5EGholliIiUqkLewzj0FYdAZi49HPixt4GQNqCV8jd/mcwQxORBkaJpYiIVMrjdvPQ8PF4XG5Wp+5gepvehLTsAgX57P7g3mCHJyINiBJLERGpUp+WHbi09xFc0OMwzu49gpan3A0441rmbFwW5OhEpKFw+Xy+YMdQhjEmCbgOGAoMAqKBo6y188qpexJwL9AL2AG8DNxvrc2v5b5TAay18dWo3vAOnohIHfH5fLhcLue1t4D1dx1K7pbfaXHoWDrc8FGQoxORanDV9Q4aaoulAW4DOgIV/itsjDke+BBIBq7xv74beLzOIxQRaWYKk0oAl9tDi5P/BcDeXz8m649FwQpLRBqQhppYLgVaWWsPAiqb4uER4GdgjLV2srX2WuC/wFXGmIPqIU4RkWbH5/PxxqrvGfXHSnydDgFg1/S7aIhXwESkfjXIxNJau8dau7uyOsaYXjiXv1+w1hYUK3oW53OdVochiog0W9kFeUxesZC0vBye6ngYAFn2GzKXzwlyZCISbA0ysaym/v7nJcUXWmu3AJuKlYuISABFhoTx1Mgz8bjczAyNZXuHvoC/1dLrDXJ0IhJMIcEOYD8k+Z+3llO2FWhf3kqFnXMqEQek1T4sEZGmr3/rTlzfbzSP/vwF/9fmEJ7Z/Bs5639iz/dTiB1+brDDE5EgacwtlpH+55xyyrKLlYuISB245pCjGNC6M7/Htuf7dr0B2PneRLxZe4IcmYgES2NusczyP4eXUxZRrLyEqoYRqkaLpoiIACFuD0+NPJPjZj7JE12O4M2df0DqVnZ/dB+tz3wo2OGJSBA05hbLwkvgSeWUJQFb6jEWEZFmqWtsS/499ER2RMTyVqchAKTMeZLcrTbIkYlIMDTmxPIX//Og4guNMe1xxr/8BRERqXNnHTSIcw4ewvEXPkNo625QkMeOt6/T8EMizVCjTSyttSuAVcBlxhhPsaIrAS/wflACExFpZlwuFw8dfioju/ah9dmPApC5fC57f5oZ5MhEpL412HssjTF3+V/29D+fZ4w5Aki11j7tX3YL8BHwuTFmKtAHuBpnbMvV9RqwiIjQot+JRPYZQ9byz9nxzo1E9R2DO0x9KUWai4bcYvkf/+Ns//t/+N/fXFjBWjsbOBVoCUzyv74PuLZeIxUREQC8Ph8Pdz2CPJeb/F3rSfn0kWCHJCL1yKV7YEoq7BVeVe9xPx08EZFSHvl5Lntn3M2EjT/gDQmn+4O/E9qqS7DDEhFw1fUOGnKLpYiINEI39juaDcPOZ1dYNO78HP585TJ15BFpJpRYiohIQLldbh49+gLe63MSAJ6VX7Duy+eDHJWI1AclliIiEnDx4VFcee7/+LZNDwDS3r2ZHRrbUqTJU2IpIiJ1wiS2o9dlr5MWGklUfjZLnjpdl8RFmjglliIiUmeGHDiI7FPvA+DArStI/+blIEckInVJiaWIiNSpEcdfT9TQMwHY+c7N5O1aH+SIRKSuKLEUEZE6l3TeJDxx7fBm72HzSxfx1u/f6bK4SBOkxFJEROqcJ7olbS98DoDcVfP57v17uH/Jp0ouRZoYJZYiIlIvovufRPTwcwG4bM03fLZ4Bnd9/xFenzfIkYlIoCixFBGRetP2nCcJSexEpDePf6/4kOnL53HrohkUeJVcijQFSixFRKTeeFrE0/7qaRASRqesFG5b9QlTV//IdQveI99bEOzwRGQ/KbEUEZF6FdFtMG3PmwTAEbv/ZMKGxXy45heunDeF3IL8IEcnIvtDiaWIiNS7uCMvIXbkxQBcvG4hg5LXsikjlQLdbynSqCmxFBGRoGhz7lOEHzAYFz7u/2MOk/uNIjIkLNhhich+UGIpIiJB4Q6LoP3V0/DEtCI0O52Cly/Cm5sFwPLdm/lqk+YWF2lslFiKiEjQhLbsRNKV74DLTc76n9n24gVsz0jloi/e4MIvXuOlFQs11qVII6LEUkREgiqq12han/kwABlL3idzyvW0iYzG6/Nx7w+zuXnRdDLzcoMcpYhUhxJLEREJuoS/3UDCCbcAkPftm7yUsZaTuvYFYOofSzl+1iSW794czBBFpBqUWIqISIPQ6vT/EjfqUgD2zHmS/+xZx52DjifU7eGvtJ2cOPtZnv/tG83UI9KAKbEUEZEGweVy0eb8Z4gZcgYAu2fczYTtK5g59kq6xbYiz1vAfUs+4dP1K4IcqYhUJCTYAYiIiBRyuT20u+x1CrLTyVz2GTveuoauUbF8dtK13PvDbLZlpnFClz7BDlNEKuBSb7uSjDGpANba+GpU18ETEakD3pxMNj96AlmrF4DLRZtzniL+mKvILcgnzLOvTeSpX79iTOfemIS2QYxWpNFw1fUOdClcREQaHHd4FO2vn0lE98PA52PHW9ew872JhLr2/dmav3k1D/80hzEzn+SBJZ+q57hIA6DEUkREGiRPVBwdb51Li/4nAZDyyf/Y9uJ5ePNyAAjzhNA1piX5Pi/P/jafUR88yqy1y9S5RySIdCm8FF0KFxFpWHzeAna8dR1pXz0HQGSPUbS/5n08LeLJzs/j2d/m88xv88gpyAegT2J7bhlwHKM7GlyuOr/yJ9KY1PkvhBLLUpRYiog0PD6fj5RP/seuabcDENahN+2v+4CwNt0BWJu+i//88DFzNv5etM6/Bp/A5X1GBiVekQZK91iKiIi4XC4Sx95Ku8veAE8ouZtXsP7uAaQvegOfz8cBsa145ZgL+GjcVYxofyARnlDGd+tftH6et0BTQ4rUA7VYlqIWSxGRhi1z1Xy2Pn8OBalbAYgZcgZtLngOT4v4ojob9yTTKSax6P0Ly7/hvT+WcnHvwxnfrT+RIaH1HbZIQ6BL4fVNiaWISMNXsGcX2165lL0/fwRASMvOtLvsDaLMiLJ1vV4Of/9hNmWkApAQHsV5Zijn9jiM9i3i6jNskWBTYlnflFiKiDQOPp+PtPmT2TnlRny5WeByk3D8TbQ88U7ckTEl6i7fvZmXVy7iwzW/kuctAMCFiyPad+fvBw7khC69iQwJC8bHEKlPSizrmxJLEZHGJXfLKra+cC45638GwBPbllan/R+xIy7C5faUqLsjcw9v2O95a9VidmVnFC1/89iLOKqjqde4RYJAiWV9U2IpItL4+PJzSZ79IMmf/A9fbiYAYZ0Ooc2ER4jqdXSZ+nneAuZtsrz351KW797CwtNuweN2+rMu2PIHH675hTGdezOi/UG6H1OaEiWW9U2JpYhI45WXspnd0+8kfdGbRctaHDqWxBNvJ/LAYeWuU3qayJsXTufdP5YAEBkSypHtD2ZUx4MZ0f5AusS0rNsPIFK3lFjWNyWWIiKNX/baJex85yayVi8sWhbRbSjxx11LzKDTcFXSCvneH0uY/udPLN6+joJSs/h0ik7gop7DuaxP2U5CIo2AEsv6psRSRKRp8Pl8ZCyZQfLsB8lZ/1PR8pCEDsQf/U9iR15ESGybCtdPyd7Ll5tWMXfjKhZt/YvUHOcS+y39j+W6fvsur//fD7PpEJ3AgNad6Z2YVKL1U6SBUWJZ35RYiog0LT6fj+w/FpHy+RNk/DQTClshXW4ie4wiZsjfiR44vtIk0+vzsmL3VhZu/ZPRHXtgEtoCkJaTRe8p/y6qF+4JwcS3pWdiEr0Sk+idmMShrTqqx7k0FEosq2KMCQf+DzgPSAB+Be601n5Zy+2lghJLEZGmKG/nWlK/eIa0b17Bm5W2r6AwyRw4nsheRxGW1KNa84xvyUjl/iWfsnTn+qJxMkv78IQrGdS2C+D0Sv943W90j2tN97jWtIuKLeo0JFIPlFhWxRjzDnAa8ATwJ3AhMAg40lr7XS22lwpKLEVEmjJvbjaZK+aw54fp7P35I7zZe0qUe2LbEGlGEtVjFJE9RhKW1BNXFQng9sx0ftm5kZUpW1mZ7Dw2ZqSw8px7iQ4NB2DuhpVc9OUbReuEuj10aBFP55hEOkYn0DkmgSv7HFmUbBZ4vbhdrmoluSLVoMSyMsaYIcBi4AZr7RP+ZRHAcmCLtXZkLbaZCkosRUSai+JJZubyORTs2VmmjissivCOfQnv1JewTocQ3qkv4e174Y5uWWnStzcvhxb+pBLg43W/8d8ln7EhIxlvOX9/I0NCWX3u/xVt8+WVi3hgyae0jYylbVQMbaJiaRMZ47yOjKF9i3iOaH9g0fo+n09JqFSmzr8cjf0O478DecBLhQustdnGmJeB+40xSdbarUGLTkREGjx3WATR/U8iuv9J+Hw+crf8TpadT9aqb8hcNZ+C9O34cjPJXrOY7DWLS6zriogmtNUBhLbu6jy36kpIfDs8sW3xxLUlIq4dvpCwomRvbNe+jO3al5yCfDbuSWZDRkqJ5wKft0RiuCNzDzkF+WzISGZDRnKZ2E18W74cf0PR+3sWz+LdP5YQHx5JfHgUcWGRxIdHEhcWSUxYBAfHt2XCwYOL6v+ycyNpuVlEh4YTFRJOi9AwWoSGEe4JJdwTQojLrURVaqSxJ5b9gVXW2oxSy3/Aycr7AUosRUSkWlwuF+EdehHeoRfxo6/E5/ORt+Mvcjb8Ss6m38jZuIzcjb+Rt3MNAL7sDHI3/Ubupt8q3mZIGO6oBNyRMbgjYnBHxOKOiKZFZAy9I2LoGxGDOzLWXxZN+rdv4woJwxUSxln5ORxxgCE5L4fdeXnszs9lZ242O3Jz2JaTRVdfPnkpm3HhApeb3LRthGSlsicrjTSXC3DhxYXPBV5cjOxgOKtbP3A59Sf9+hWfb/y9wthP696fJ0eeWfT+iq/fZlXKNsI9IYR5Qgj3hDhJqNtDuCeUYzr35LTu/YvqP7NsHmm5WYS43Hjcbv+zhxCXmxC3m8Ftu3Joq45F9Wev+w2v11tUN8TtweN2E+py43a76R7bmjZRznSdPp+PX3Ztwu1y4caFy4Vz2wDuotftW8QX3YZQ4PWyaW8Kbly4XW5c/p+3s47zHBceSah/tqYCr5fM/NyicpfLVbQOOElGqNtT9N7n8xUNT+XyNwwWz8n3LWvaiXpjvxS+HNhsrR1TankvYAVwibX25VJlqVVsNg5I06VwERGpSEFWOnnb/yRv51rydq3zP68lf9cG8tO24d1btnWxofICPlx4XS58uPC5XEV/3EJcbkI9+6bFzCnIp6CSv3yhbk+J+ln5efh8PnwV5FJhnlDCik27mZGXU7Tv8nYTGRJKqHtfm1h6bnaJ8tL7iQoJcxJFl8uZW75U/dL7iQmLIMTlv78VH+k5ZesXFxcegdtfP9/rZU852y8uPjyyKLHM8xaQkZtTaf2EiKii17kF+ezNz62wrgsX8eGRRe+zC/LIys8rUWfw5AxdCq9CJFDeTyW7WLmIiEhAeSJj8XQdQETXAeWW+/LzKNizk/z07RSkbacgMwVv9h68WXuc56LX6Xiz9+DLztj3Pi8bCvLw5ef6HzlQh41ATlrkw1O4j1K78hXse13loEnePHz5+95GVFW/II/iQ9BHVVixsH5uifrRVdXPzylRP7bK+tlF9V04LU2V188qqu+uRn1fflbR4fVUo743I6vodUh16udlFr0Ooxo/rzrQ2BPLLCC8nOURxcpLqKolshotmiIiIpVyhYQSktCekIT2Admez1tQlGjuSzpz8Pm84PU6Y3P6fM57/8NXuBwfeL1ly/zL8RUrK6xXYSAVJbiVJL4BWsfp7OTD7b+k7MNpxfPhw+dzxhql8LV/2xGeUEL9Pey9Ph8pOZng8+HFhw/weZ1tFtZvGdGCMHcI4CO3oICte1Odes6Wi+IqDK9TTELRgPhZ+Xlszkj1b5mi5+K6xbYmxB/PntxsNu9Nq/QYmYR2RZfTU7Iz2Zq5b4isopZd/7oel4ueiUlF5TszM9hWqv7B5e4lsBp7YrkVSCpneeGyLfUYi4iISJ1wuT24wiIhTBfi9keVLZCl1GRm+Big4iH2y69fk387YoDONazfrQb1A6Wxj8r6C9DDGFO6NXyo//nX+g1HREREpPlq7InldCAUuKRwgX8mnouARdZatViKiIiI1JNGfSncWrvYGDMNeNgYkwT8BVwAdMGZgUdERERE6kmjTiz9zgf+439OAJYBJ1hrFwU1KhEREZFmplGPY1kXNKWjiIiINFF1Po5lY7/HUkREREQaCCWWIiIiIhIQSixFREREJCCUWIqIiIhIQCixFBEREZGAUGIpIiIiIgGhxFJEREREAkKJpYiIiIgEhBJLEREREQkIJZYiIiIiEhBKLEVEREQkIJRYioiIiEhAKLEUERERkYBQYikiIiIiAaHEUkREREQCQomliIiIiASEEksRERERCYiQYAfQAKXVoK6rzqIQERERaWRcPp8v2DGIiIiISBOgS+EiIiIiEhBKLEVEREQkIJRYioiIiEhAKLEUERERkYBQYikiIiIiAaHEUkREREQCQomliIiIiASEBkivJWPMeiAu2HGIiIiIVFOatbZLXe5AiWXtdcKZeacmM/U0B4XJto7LPjom5dNxKZ+OS/l0XMrSMSmfjkv54oDYut6JEsvaSwew1sYHOY4GxRiTCjouxemYlE/HpXw6LuXTcSlLx6R8Oi7lKzwudU33WIqIiIhIQCixFBEREZGAUGIpIiIiIgGhxFJEREREAkKJpYiIiIgEhBJLEREREQkIJZYiIiIiEhAun88X7BhEREREpAlQi6WIiIiIBIQSSxEREREJCCWWIiIiIhIQSixFREREJCBCgh1AQ2GMuRV4CPjVWtuvVNlw4GFgAJAOTAVut9ZmVnPbFwM3AwcAG4AnrbXPBC76ulPecTHGRAEXAacAfYBo4A/gRWCytbagGtutqNfYldba5/c/8rpV0ffFGDMPOLKcVaZaa8+q5rYb5felgu9KV2BtJau9ZK29tIrtNqrvijFmFPB1BcU9rbWritVtFueW6hyT5nheqe53pbmdV6r5felKMzu3FDLGDAbuBYYDocBfwOPW2teK1TnJX6cXsAN4GbjfWptfje27cb4rVwJJwGr/ulOrE58SS8AY0w64C9hbTlk/4EtgBXAj0BHngHcDTqzGti8HngemAY8BI4CnjTER1tpHA/QR6kQlx6UbMAnnuDyG8wdxDPAcMBi4uJq7+Bx4q9SyxbWNt75U9n3x2wDcWWrZumpuu1F+Xyo5JjuB88pZ5W/AOcCcau6iMX5XngCWllq2pfBFMz23PEHFx6Q5n1eeoJLvil+zO69Q+XFplucWY8zxwExgHvAvIA84GOhUqs6HwFfANUBf4G6glf99Ve4HJuL8U7cEOBl41xhTYK2dXtXKSiwdD+IcPDcQX6rsAWA3MMpamwFgjFkHTDbGjLbWflXRRo0xkTg/oJnW2jP8iyf7/xu4xxjzkrU2LaCfJLAqOi7bgL7W2hXFlr1gjHkF+Icx5j5rbWX/SRZaZa0t/QvdGFT2fQFIqc3nauTfl3KPibV2L2VP2hhjLsRJHGZVc/uN8bsy31r7YSXlzfHcUtkxac7nlaq+K9A8zysVHpfmeG4xxsQBrwHPWWuvq6TqI8DPwJjCln5jTDpwuzHmKWvtH5XsowNwE06L9vX+ZS8B84FHjDEzrLXeyuJs9vdYGmOGAOfitBiULosFjgXeKDzx+70BZABnlF6nlKOAlsCzpZY/A8QAx9cy7DpX2XGx1u4qdfIv9IH/uUcN9hNpjImoXZT1r7LjUqpeiDEmuoabb5Tfl+oek2L1k3A+6wxrbXYN9tOovisAxpgYY0yZf+Cb+bml3GPSnM8rUPFxKVWn2ZxXClXnuBSr29TPLWfj/ON+NxQdG1fxCsaYXjiXv18odfvIszg532lV7ONknMvrRd8Xa60P58pBF2BIVUE268TS/wOZBLxurf2lnCp9cVp1lxRfaK3NBX4B+lexi8LyJaWWLwW81Vg/KKpxXCrSzv+8q5r1L8G5dJpljFlmjBlfg33Vuxocl544n2uPMWaLMeYOf+tAVRrd96WW35WzcM49b9dgV43qu+L3Jk7LSZYxZo4xpm+xsmZ5bqHyY1KRJn1e8avOcWk255Viavp9aernlmOAVcAJxpiNOMcm2RjzoDHG469T7s/bWrsF2ET1zi3p1trVpZb/UGr7FWrWiSVwPk5mf1cF5Un+563llG0F2lex/SQgx1qbXHyh/4/H7mqsHyxVHZcyjDFhwPU4NxGXviemPN8Cd+D8d/RPIByYYYyZUNNg61F1jstfOJedzgIuBJb535duLShPY/y+1Pi7gnP/01ac+3+qo7F9V3KB6cB1ODH/G+e//IXGmIP9dZrbuaU6x6SMZnBeqe5xaW7nlVp9X2j655YDce6lfM3/OA2nRf82oPBe2UCcW7ZVsC7VWL/53mNpjInBuS/sQWtteT8AgEj/c045ZdnFyisSifMLUp7qrF/vqnlcyvM0zn/Ux1d1/wWAtfbwUvt9HVgOPGyMedff9N5gVPe4WGtLdzB43RjzHnCZMeZxa62tZDeN6vtSm++K/4/CQJwejFV+T6DxfVestd/i/MEq9JExZhZOC8I9OH/8mtW5pZrHpDxN+rxS3ePSnM4rULvvS3M4t+CMlJAATLTWPuRfNsN/e8RVxpj7qPrcElXFPiIrWbewvFLNucXyLpxftscqqZPlfw4vpyyiWHll65e3bnXXD4bqHJcSjDG3AJcCd1hrP6/NTv03Yj+P0zPW1GYbdazGx6WYRwEXzr0/lWls35faHJPCPwg1uVRVQiP4rpRhrf0V+AI42r+oOZ5bSijnmJTQTM4rZVR1XIppqueVclXjuDSHc0vhz+qdUsvfxrkvcgh1d26JKFZeqWaZWPpv8L0e5+bltsaYrsYZEysCCPO/T2Bf029SOZtJouxwEKVt9W8vsdT+w3Bupq5q/XpVg+NSfJ0LccYufMZa++B+hrDR/5xYaa16VpvjUkp1P1ej+b7sxzE5G7DW2upc1qxMg/yuVGEj++JtVueWShQ/JkWaw3mlCuUel3LqUI16TeW7ApUfl+Zwbik8b2wvtbzwfaDylnblLC/cXpXfl2aZWAJtgTCcE9faYo+hOJdd1uLcs7AcyAcGFV/Z/wvZD+cm+8oUlg8qtXwQzrGvav36Vt3jAoAx5mTgJeB94NoA7L+b/3lnALYVSDU6LuWo7uf6xf/cGL4vNT4mxpihOPcI1bpFoZiG+l2pTDf2xdvczi0VKX5MgGZ1XqlMmeNSQR2qUe8X/3Nj/65ABcelGZ1bCpPmDqWWd/Q/76SCn7cxpr2/3i9U7hcgtpx7WYcWK69Uc00s1wLjy3mswBlwdjzOMCBpOE3v55Ua4uE8nHsdphUuMMZEGWN6GGNaFav3FZAMXFVq/1fiDCnyaQA/UyBU67gAGGNGAu8C3wDnVnRPS3nHpdQxKlzWEuc4ra1sjK0gqdZxMcbEGmNKXELw99S7A6f35RfFljf270u1vyvFnO1/nlLeBpvIdwVjTOtylh2Bc8nyc4Dmdm6pzjHxL2tO55VqHZdmdl4Bqv99KaZZnFvYd14ouufWOCNzFPZs/94/ZNcqnPtvPcXWvRLn+/J+sXXj/Mclrli9mTiDrl9VrJ4LuAJnkP4qB49vlp13/Cf1D0svN8ZcD+SXGpD1TpybiOcZZ5DQjjiDh35qrf2iWL0hOFNQ/RtnGiWstVnGmH8Bz/hvtJ6DM+PBucBt1trUQH6u/VXd42KM6QJ8BPhweu6dbkyJ21G+tdau8b8uc1yAq/2tErNxvqgdgMuANjjTuTUoNTguo4Apxph3gD9xEoQzcP5zfKjU4M6N+vtSw9+hwj+EZ+Kc+P6qYLON/rviN9UYk4lz3tiFMz3hZf7X9xar12zOLVTjmDS384pfdb4rA2gm55Viqvs71KzOLdbapcaYN3AGOm8D/ASMxZmh6lZrbbq/6i04v0ufG2Om4hy/q3HGtiw+jNB44FWcqVRf8+9jkzHmCeBm44ztuQTneIwAzqxOx6hmmVjWhLX2J2PMMTiX/B7HGTdqMnB7Ndd/1hiTh/MH42Sc+zeus9Y+VUch14cDgML/cMqba/YiYE05ywt9CxyOc2N+Is5/zd8BD1hrFwUwzvq2HliEMwREW5z/DpcDF1prX6/OBpro9wWc8dfa4gyRUhON8bvyIU5HgpuAWJx5eqcA91prNxRWambnlg+p+pg0x/PKh1R9XJrjeeVDqvE75Neczi3gxLsBuMD/WANcYa19obCCtXa2MeZUnB70k3Aukd8H/Kea+5gIpACX4/zerQbOtta+V52VXT5fQ+tNLyIiIiKNUXO9x1JEREREAkyJpYiIiIgEhBJLEREREQkIJZYiIiIiEhBKLEVEREQkIJRYioiIiEhAKLEUERERkYBQYikiIiIiAaGZd0REGhBjzNM4U611tNZWOYOFMSYB2AJEAOdba9+s4xBFRCqkFksRkQbCGOPCmZd3ZnWSSr9zgHBgLfCPOgpNRKRalFiKiDQcg4EOOHMlV9fFwNfAE8CRxphugQ9LRKR6dClcRCQAjDFhQAYQWkGVD6y1p1axmfFAKk6iWJ19DgD6ARcAnwCP4LRa3lWd9UVEAk0tliIigRGKk9SdV+rxk798VjW2MR74xFqbV819XoyTzL5vrd0FzAYuMMbo3C4iQaEWSxGRALDW7gXeKr7MGPMwMAC4yVr7amXrG2N6AoZqtjYaYyKAs3GSyr3+xa/jJKdjgE9r9AFERAJAiaWISID5O+E8BfwT+Ke19tlqrHYKkA18Vs3dnArE4ySThT4BduK0nCqxFJF6p8RSRCSA/JehX8BJ7i6uqqWymPHAF9bajGrWvxgnidxkjDmw2PI5wOnGmFb+y+MiIvVGiaWISIAYYzw4LYhnAudaa9+p5nodgUHApdWsfwBwFOACVldQ7VycnuIiIvVGiaWISAAYY0KBKcBJwJnW2hk1WP0UwAd8VM36F+EklZfi9CIv7T6cFtMnahCDiMh+c/l81R2DV0REymOMCQemA8cAf7fWflzD9b8EQqy1R1ajrhtYB6Raaw+poM49wL3AEGvtjzWJRURkf6jFUkRk/70BjANeAxKMMeeWKv/IWpte3orGmERgJHBrNfd1HNAJeLmSOu/jJJYXA0osRaTeKLEUEdkP/h7gx/vfXuh/FOcFYirZxDicc/EH1dzlxf7nCi+1W2uXG2NWA2cZY26w1mZVc9siIvtFl8JFRILIGPMBcIC1tl+wYxER2V9qsRQRCa7vgMnBDkJEJBDUYikiIiIiAaH5ZEVEREQkIJRYioiIiEhAKLEUERERkYBQYikiIiIiAaHEUkREREQCQomliIiIiASEEksRERERCQglliIiIiISEP8PDa0Yjj41UNsAAAAASUVORK5CYII=", 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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10, 6))\n", - "plt.plot(interface.z / ANGSTROM, (initial_density / (KILO * MOL / METER**3))[0], linestyle=\"dashed\", label=\"initial density\")\n", - "plt.plot(interface.z / ANGSTROM, (interface.density / (KILO * MOL / METER**3))[0], label=\"equilibrium density\")\n", + "plt.plot(interface.z / si.ANGSTROM, initial_density[0], linestyle=\"dashed\", label=\"initial density\")\n", + "plt.plot(interface.z / si.ANGSTROM, (interface.density / (si.KILO * si.MOL / si.METER**3))[0], label=\"equilibrium density\")\n", "\n", "plt.xlim(40, 60)\n", "plt.ylim(-5, 60)\n", @@ -276,6 +296,7 @@ }, { "cell_type": "markdown", + "id": "bc985a88", "metadata": {}, "source": [ "## Comparison to NIST data using `SurfaceTensionDiagram`\n", @@ -286,6 +307,7 @@ { "cell_type": "code", "execution_count": 9, + "id": "caa1fda7", "metadata": {}, "outputs": [ { @@ -523,6 +545,7 @@ }, { "cell_type": "markdown", + "id": "96ae9524", "metadata": {}, "source": [ "For the `SurfaceTensionDiagram`, we need to provide the VLE's. We compute those using the `PhaseDiagram` object (here for 50 temperatures between 275 Kelvin and the critical temperature) from which we get a list of `PhaseEquilibrium`s via the `states` filed. The `SurfaceTensionDiagram` is nice, because we can reuse equilibrium density profiles from prior iterations as input for the next iteration. It's therefore typically faster and more stable than an \"naive\" implementation by hand.\n", @@ -533,14 +556,15 @@ { "cell_type": "code", "execution_count": 10, + "id": "c0a7854c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 1.24 s, sys: 3.05 ms, total: 1.24 s\n", - "Wall time: 1.24 s\n" + "CPU times: user 608 ms, sys: 0 ns, total: 608 ms\n", + "Wall time: 606 ms\n" ] } ], @@ -548,20 +572,21 @@ "%%time\n", "vles = PhaseDiagram.pure(\n", " pcsaft, \n", - " 275*KELVIN, \n", + " 275*si.KELVIN, \n", " 50,\n", " critical_temperature=cp.temperature\n", ")\n", "sfts = SurfaceTensionDiagram(\n", " vles.states, \n", " n_grid=512, \n", - " l_grid=100*ANGSTROM, \n", + " l_grid=100*si.ANGSTROM, \n", " critical_temperature=cp.temperature\n", ")" ] }, { "cell_type": "markdown", + "id": "caa7026e", "metadata": {}, "source": [ "We now can extract all surface tensions via `surface_tension` as well as the liquid and vapor states via the `liquid` and `vapor` getters, respectively. Let's store the results in a pandas `DataFrame` to make plotting easier." @@ -570,13 +595,14 @@ { "cell_type": "code", "execution_count": 11, + "id": "6626c4c7", "metadata": {}, "outputs": [], "source": [ "dft_data = pd.DataFrame(\n", " np.array([\n", - " sfts.liquid.temperature / KELVIN, \n", - " sfts.surface_tension / NEWTON * METER\n", + " sfts.liquid.temperature / si.KELVIN, \n", + " sfts.surface_tension / si.NEWTON * si.METER\n", " ]).T, \n", " columns=[\"Temperature (K)\", \"Surf. Tension (l, N/m)\"]\n", ")" @@ -585,16 +611,19 @@ { "cell_type": "code", "execution_count": 12, + "id": "279a66a3", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -603,7 +632,7 @@ "plt.title(\"Surface tension of water\")\n", "sns.lineplot(data=literature, x=\"Temperature (K)\", y=\"Surf. Tension (l, N/m)\", label=\"NIST\")\n", "sns.lineplot(data=dft_data, x=\"Temperature (K)\", y=\"Surf. Tension (l, N/m)\", label=\"PC-SAFT (2B)\")\n", - "sns.scatterplot(x=[cp.temperature / KELVIN], y=[0.0], clip_on=False, color=colors[1], label=\"PC-SAFT (2B), critical point\")\n", + "sns.scatterplot(x=[cp.temperature / si.KELVIN], y=[0.0], clip_on=False, color=colors[1], label=\"PC-SAFT (2B), critical point\")\n", "plt.ylabel(r\"$\\gamma$ / Nm$^{-1}$\")\n", "plt.xlabel(r\"$T$ / K\")\n", "\n", @@ -615,6 +644,7 @@ }, { "cell_type": "markdown", + "id": "35af1b14", "metadata": {}, "source": [ "## Concluding remkars\n", @@ -625,7 +655,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -639,7 +669,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.6" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/docs/tutorials/eos/pcsaft/pcsaft_entropy_scaling.ipynb b/docs/tutorials/eos/pcsaft/pcsaft_entropy_scaling.ipynb index cc882b7d4..5d9ee791c 100644 --- a/docs/tutorials/eos/pcsaft/pcsaft_entropy_scaling.ipynb +++ b/docs/tutorials/eos/pcsaft/pcsaft_entropy_scaling.ipynb @@ -21,13 +21,13 @@ "metadata": {}, "outputs": [], "source": [ - "from feos.si import *\n", "from feos.pcsaft import *\n", "from feos.eos import *\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "import numpy as np\n", "import pandas as pd\n", + "import si_units as si\n", "\n", "sns.set_context(\"talk\")\n", "sns.set_palette(\"Dark2\")\n", @@ -51,17 +51,12 @@ { "data": { "text/markdown": [ - "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|\n", - "|-|-|-|-|-|-|-|-|-|-|-|\n", - "|hexane|86.177|3.0576|3.7983|236.77|0|0|0|0|1|1|" + "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", + "|-|-|-|-|-|-|-|-|-|-|-|-|\n", + "|hexane|86.177|3.0576|3.7983|236.77|-|-|-|-|0|0|0|" ], "text/plain": [ - "PcSaftParameters(\n", - "\tmolarweight=[86.177]\n", - "\tm=[3.0576]\n", - "\tsigma=[3.7983]\n", - "\tepsilon_k=[236.77]\n", - ")" + "" ] }, "execution_count": 2, @@ -490,18 +485,18 @@ "source": [ "results = []\n", "for i, row in literature.iterrows():\n", - " t = row['Temperature (K)'] * KELVIN\n", - " p = row['Pressure (MPa)'] * MEGA * PASCAL\n", - " viscosity_lit = row['Viscosity (Pa*s)'] * PASCAL * SECOND\n", + " t = row['Temperature (K)'] * si.KELVIN\n", + " p = row['Pressure (MPa)'] * si.MEGA * si.PASCAL\n", + " viscosity_lit = row['Viscosity (Pa*s)'] * si.PASCAL * si.SECOND\n", " \n", " # literature\n", - " state = State(saft, temperature=t, pressure=p, total_moles=MOL, density_initialization=row.Phase)\n", - " s = state.molar_entropy(Contributions.ResidualNvt)\n", + " state = State(saft, temperature=t, pressure=p, total_moles=si.MOL, density_initialization=row.Phase)\n", + " s = state.molar_entropy(Contributions.Residual)\n", " results.append(\n", " {\n", - " \"pressure\": p / MEGA / PASCAL,\n", - " \"s*_res/m\": s / RGAS / m,\n", - " \"viscosity\": viscosity_lit / (PASCAL * SECOND),\n", + " \"pressure\": p / si.MEGA / si.PASCAL,\n", + " \"s*_res/m\": s / si.RGAS / m,\n", + " \"viscosity\": viscosity_lit / (si.PASCAL * si.SECOND),\n", " \"ln_viscosity_reduced\": np.log(viscosity_lit/ state.viscosity_reference()),\n", " \"source\": \"literature\",\n", " \"rel.dev.\": 0.0\n", @@ -513,9 +508,9 @@ " ln_viscosity_reduced = state.ln_viscosity_reduced()\n", " results.append(\n", " {\n", - " \"pressure\": p / MEGA / PASCAL,\n", - " \"s*_res/m\": s / RGAS / m,\n", - " \"viscosity\": viscosity / (PASCAL * SECOND),\n", + " \"pressure\": p / si.MEGA / si.PASCAL,\n", + " \"s*_res/m\": s / si.RGAS / m,\n", + " \"viscosity\": viscosity / (si.PASCAL * si.SECOND),\n", " \"ln_viscosity_reduced\": ln_viscosity_reduced,\n", " \"source\": \"saft\",\n", " \"rel.dev.\": (viscosity - viscosity_lit) / viscosity_lit * 100\n", @@ -523,15 +518,15 @@ " )\n", " \n", " # homo GC\n", - " state = State(saft_gc, temperature=t, pressure=p, total_moles=MOL)\n", - " s = state.molar_entropy(Contributions.ResidualNvt)\n", + " state = State(saft_gc, temperature=t, pressure=p, total_moles=si.MOL)\n", + " s = state.molar_entropy(Contributions.Residual)\n", " viscosity = state.viscosity()\n", " ln_viscosity_reduced = state.ln_viscosity_reduced()\n", " results.append(\n", " {\n", - " \"pressure\": p / MEGA / PASCAL,\n", - " \"s*_res/m\": s / RGAS / m_gc,\n", - " \"viscosity\": viscosity / (PASCAL * SECOND),\n", + " \"pressure\": p / si.MEGA / si.PASCAL,\n", + " \"s*_res/m\": s / si.RGAS / m_gc,\n", + " \"viscosity\": viscosity / (si.PASCAL * si.SECOND),\n", " \"ln_viscosity_reduced\": ln_viscosity_reduced,\n", " \"source\": \"homo-GC\",\n", " \"rel.dev.\": (viscosity - viscosity_lit) / viscosity_lit * 100\n", @@ -550,12 +545,14 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -599,7 +596,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -613,7 +610,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.6" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/docs/tutorials/eos/pcsaft/pcsaft_phase_diagram.ipynb b/docs/tutorials/eos/pcsaft/pcsaft_phase_diagram.ipynb index 48d1297da..23edc3289 100644 --- a/docs/tutorials/eos/pcsaft/pcsaft_phase_diagram.ipynb +++ b/docs/tutorials/eos/pcsaft/pcsaft_phase_diagram.ipynb @@ -14,14 +14,14 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ - "from feos.si import *\n", "from feos.pcsaft import *\n", "from feos.eos import *\n", "\n", + "import si_units as si\n", "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", @@ -42,26 +42,21 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/markdown": [ - "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|\n", - "|-|-|-|-|-|-|-|-|-|-|-|\n", - "|hexane|86.177|3.0576|3.7983|236.77|0|0|0|0|1|1|" + "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", + "|-|-|-|-|-|-|-|-|-|-|-|-|\n", + "|hexane|86.177|3.0576|3.7983|236.77|-|-|-|-|0|0|0|" ], "text/plain": [ - "PcSaftParameters(\n", - "\tmolarweight=[86.177]\n", - "\tm=[3.0576]\n", - "\tsigma=[3.7983]\n", - "\tepsilon_k=[236.77]\n", - ")" + "" ] }, - "execution_count": 4, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -76,7 +71,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -111,16 +106,16 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ - "phase_diagram = PhaseDiagram.pure(pcsaft, min_temperature=200*KELVIN, npoints=501)" + "phase_diagram = PhaseDiagram.pure(pcsaft, min_temperature=200*si.KELVIN, npoints=501)" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -134,7 +129,7 @@ "T = 200.00000 K, ρ = 12.21572 mmol/m³" ] }, - "execution_count": 7, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -171,7 +166,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -195,115 +190,167 @@ " \n", " \n", " \n", - " molar enthalpy vapor\n", - " temperature\n", + " specific entropy liquid\n", + " specific entropy vapor\n", + " mass density liquid\n", + " molar enthalpy liquid\n", " density liquid\n", " density vapor\n", - " molar enthalpy liquid\n", + " temperature\n", " pressure\n", + " molar enthalpy vapor\n", " molar entropy vapor\n", + " mass density vapor\n", + " specific enthalpy liquid\n", + " specific enthalpy vapor\n", " molar entropy liquid\n", " \n", " \n", " \n", " \n", " 0\n", - " -16.735400\n", - " 200.000000\n", + " -0.867028\n", + " -0.000002\n", + " 735.916212\n", + " -37.322054\n", " 8539.589591\n", " 0.012216\n", - " -54.057307\n", + " 200.000000\n", " 20.312763\n", - " 0.003135\n", - " -0.183475\n", + " -0.000147\n", + " -1.879119e-07\n", + " 0.001053\n", + " -433.086018\n", + " -0.001703\n", + " -0.074718\n", " \n", " \n", " 1\n", - " -16.639176\n", - " 200.638669\n", + " -0.864466\n", + " -0.000002\n", + " 735.319382\n", + " -37.281784\n", " 8532.663964\n", " 0.013078\n", - " -53.920803\n", + " 200.638669\n", " 21.816282\n", - " 0.003021\n", - " -0.182794\n", + " -0.000157\n", + " -2.001300e-07\n", + " 0.001127\n", + " -432.618726\n", + " -0.001819\n", + " -0.074497\n", " \n", " \n", " 2\n", - " -16.542786\n", - " 201.277337\n", + " -0.861915\n", + " -0.000002\n", + " 734.723484\n", + " -37.241570\n", " 8525.749142\n", " 0.013994\n", - " -53.784188\n", + " 201.277337\n", " 23.418684\n", - " 0.002912\n", - " -0.182114\n", + " -0.000167\n", + " -2.130365e-07\n", + " 0.001206\n", + " -432.152081\n", + " -0.001943\n", + " -0.074277\n", " \n", " \n", " 3\n", - " -16.446230\n", - " 201.916006\n", + " -0.859376\n", + " -0.000003\n", + " 734.128506\n", + " -37.201412\n", " 8518.845002\n", " 0.014967\n", - " -53.647463\n", + " 201.916006\n", " 25.125608\n", - " 0.002806\n", - " -0.181436\n", + " -0.000179\n", + " -2.266637e-07\n", + " 0.001290\n", + " -431.686083\n", + " -0.002073\n", + " -0.074058\n", " \n", " \n", " 4\n", - " -16.349508\n", - " 202.554674\n", + " -0.856848\n", + " -0.000003\n", + " 733.534438\n", + " -37.161309\n", " 8511.951422\n", " 0.015999\n", - " -53.510626\n", + " 202.554674\n", " 26.942961\n", - " 0.002703\n", - " -0.180759\n", + " -0.000191\n", + " -2.410451e-07\n", + " 0.001379\n", + " -431.220733\n", + " -0.002212\n", + " -0.073841\n", " \n", " \n", "\n", "" ], "text/plain": [ - " molar enthalpy vapor temperature density liquid density vapor \\\n", - "0 -16.735400 200.000000 8539.589591 0.012216 \n", - "1 -16.639176 200.638669 8532.663964 0.013078 \n", - "2 -16.542786 201.277337 8525.749142 0.013994 \n", - "3 -16.446230 201.916006 8518.845002 0.014967 \n", - "4 -16.349508 202.554674 8511.951422 0.015999 \n", + " specific entropy liquid specific entropy vapor mass density liquid \\\n", + "0 -0.867028 -0.000002 735.916212 \n", + "1 -0.864466 -0.000002 735.319382 \n", + "2 -0.861915 -0.000002 734.723484 \n", + "3 -0.859376 -0.000003 734.128506 \n", + "4 -0.856848 -0.000003 733.534438 \n", + "\n", + " molar enthalpy liquid density liquid density vapor temperature \\\n", + "0 -37.322054 8539.589591 0.012216 200.000000 \n", + "1 -37.281784 8532.663964 0.013078 200.638669 \n", + "2 -37.241570 8525.749142 0.013994 201.277337 \n", + "3 -37.201412 8518.845002 0.014967 201.916006 \n", + "4 -37.161309 8511.951422 0.015999 202.554674 \n", + "\n", + " pressure molar enthalpy vapor molar entropy vapor mass density vapor \\\n", + "0 20.312763 -0.000147 -1.879119e-07 0.001053 \n", + "1 21.816282 -0.000157 -2.001300e-07 0.001127 \n", + "2 23.418684 -0.000167 -2.130365e-07 0.001206 \n", + "3 25.125608 -0.000179 -2.266637e-07 0.001290 \n", + "4 26.942961 -0.000191 -2.410451e-07 0.001379 \n", "\n", - " molar enthalpy liquid pressure molar entropy vapor molar entropy liquid \n", - "0 -54.057307 20.312763 0.003135 -0.183475 \n", - "1 -53.920803 21.816282 0.003021 -0.182794 \n", - "2 -53.784188 23.418684 0.002912 -0.182114 \n", - "3 -53.647463 25.125608 0.002806 -0.181436 \n", - "4 -53.510626 26.942961 0.002703 -0.180759 " + " specific enthalpy liquid specific enthalpy vapor molar entropy liquid \n", + "0 -433.086018 -0.001703 -0.074718 \n", + "1 -432.618726 -0.001819 -0.074497 \n", + "2 -432.152081 -0.001943 -0.074277 \n", + "3 -431.686083 -0.002073 -0.074058 \n", + "4 -431.220733 -0.002212 -0.073841 " ] }, - "execution_count": 8, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "df = pd.DataFrame(phase_diagram.to_dict())\n", + "df = pd.DataFrame(phase_diagram.to_dict(Contributions.Residual))\n", "df.head()" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -344,7 +391,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -360,7 +407,7 @@ "phase 1: T = 300.00000 K, ρ = 7.51850 kmol/m³" ] }, - "execution_count": 10, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -368,7 +415,7 @@ "source": [ "vle = PhaseEquilibrium.pure(\n", " pcsaft, \n", - " temperature_or_pressure=300.0*KELVIN\n", + " temperature_or_pressure=300.0*si.KELVIN\n", ")\n", "vle" ] @@ -382,7 +429,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -398,9 +445,9 @@ "liquid = vle.liquid\n", "vapor = vle.vapor\n", "\n", - "assert(abs((liquid.pressure() - vapor.pressure()) / BAR) < 1e-10)\n", - "print(f'saturation pressure p_sat(T = {liquid.temperature}) = {liquid.pressure() / BAR:6.2f} bar')\n", - "print(f'enthalpy of vaporization h_lv (T = {liquid.temperature}) = {(vapor.specific_enthalpy() - liquid.specific_enthalpy()) / (KILO*JOULE/KILOGRAM):6.2f} kJ/kg')" + "assert(abs((liquid.pressure() - vapor.pressure()) / si.BAR) < 1e-10)\n", + "print(f'saturation pressure p_sat(T = {liquid.temperature}) = {liquid.pressure() / si.BAR:6.2f} bar')\n", + "print(f'enthalpy of vaporization h_lv (T = {liquid.temperature}) = {(vapor.specific_enthalpy(Contributions.Residual) - liquid.specific_enthalpy(Contributions.Residual)) / (si.KILO*si.JOULE/si.KILOGRAM):6.2f} kJ/kg')" ] }, { @@ -417,7 +464,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -426,10 +473,10 @@ "$300\\,\\mathrm{K}$" ], "text/plain": [ - "299.99999999998977 K" + "300.0000000000137 K" ] }, - "execution_count": 12, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -452,31 +499,33 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Add enthalpy of vaporization to dataframe\n", "df['hlv'] = [\n", - " (vle.vapor.specific_enthalpy() - vle.liquid.specific_enthalpy()) \n", - " / (KILO * JOULE / KILOGRAM) \n", + " (vle.vapor.specific_enthalpy(Contributions.Residual) - vle.liquid.specific_enthalpy(Contributions.Residual)) \n", + " / (si.KILO * si.JOULE / si.KILOGRAM) \n", " for vle in phase_diagram.states\n", "]" ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -496,7 +545,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -510,7 +559,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.6" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/docs/tutorials/eos/pcsaft/pcsaft_state.ipynb b/docs/tutorials/eos/pcsaft/pcsaft_state.ipynb deleted file mode 100644 index 1bcc42050..000000000 --- a/docs/tutorials/eos/pcsaft/pcsaft_state.ipynb +++ /dev/null @@ -1,827 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Representation of thermodynamic states\n", - "\n", - "## Goal of this notebook\n", - "\n", - "- Learn about the `State` object, how to construct, and how to use it." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "from feos.si import *\n", - "from feos.pcsaft import *\n", - "from feos.eos import *" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## The `State` object\n", - "\n", - "The `State` object is the most important object type in $\\text{FeO}_\\text{s}$. It defines a thermodynamic state in the natural variables of the Helmholtz energy - the amount of substance of each component, $\\mathbf{N}$, the volume, $V$, and the temperature, $T$.\n", - "\n", - "Once a `State` object is constructed, we can calculate thermodynamic properties. Internally, $\\text{FeO}_\\text{s}$ transforms the state variables to generalized hyper dual numbers (see the separate tutorial on the topic of dual numbers) with which partial derivatives of the Helmholtz energy are computed.\n", - "\n", - "There are **several ways to construct** `State` objects:\n", - "\n", - "1. Given the natural variables, $\\mathbf{N}, V, T$.\n", - "2. Given a combination of other state variables, such as $\\mathbf{N}, p, T$ or $\\mathbf{N}, p, h$.\n", - "3. At critical conditions.\n", - "4. At phase equilibrium (this will generate multiple `State` objects, one for each phase).\n", - "\n", - "Constructor methods need the `EquationOfState` or `HelmholtzEnergyFunctional` object as input, since, except for given $\\mathbf{N}, V, T$, the density and/or temperature has to be iteratively determined for which derivatives of the Helmholtz energy with respect to volume and temperature are utilized." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "# Equation of state object.\n", - "parameters = PcSaftParameters.from_json(\n", - " ['hexane'], \n", - " '../parameters/pcsaft/gross2001.json'\n", - ")\n", - "pcsaft = EquationOfState.pcsaft(parameters)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### The default constructor\n", - "\n", - "The default constructor, `State(...)`, takes a combination of input state variables. The first argument, however, is always the equation of state.\n", - "For all cases, if we do not define the amount of substance, it is set to the inverse of Avogradro's number, $N_\\text{AV}^{-1}$.\n", - "The default constructor takes `SINumber` (and `SIArray1` for e.g. the partial densities) as input. \n", - "If you want to learn more about dimensioned quantities, please take a look at the respective tutorial." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "|temperature|density|\n", - "|-|-|\n", - "|300.15000 K|7.51820 kmol/m³|" - ], - "text/plain": [ - "T = 300.15000 K, ρ = 7.51820 kmol/m³" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "state_nvt = State(\n", - " pcsaft, \n", - " temperature=300.15*KELVIN, \n", - " density=7.5182*KILO*MOL/METER**3, \n", - " total_moles=100.0*MOL\n", - ")\n", - "state_nvt" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Since internally, only $\\mathbf{N}, V$, and $T$ are stored, all other properties have to be computed even if they were used to create the `State`.\n", - "\n", - "For example, we can create a `State` for given temperature and pressure (using the default amount of substance for a pure component).\n", - "The density is thus determined iteratively and stored as a *field* which can be accessed via `state.density`. \n", - "If we are interested in the pressure of the state, we have to call the `state.pressure()` *method* which computes the pressure as partial derivative even though we used the pressure to create the `State` in the first place." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "density : 7.518194138679665 kmol/m³\n", - "pressure: 100.00000000009686 kPa\n" - ] - } - ], - "source": [ - "state_npt = State(\n", - " pcsaft, \n", - " temperature=300.15*KELVIN, \n", - " pressure=1.0*BAR\n", - ")\n", - "print('density : ', state_npt.density)\n", - "print('pressure: ', state_npt.pressure())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In the above case, specifying temperature and pressure may not yield the expected result.\n", - "Consider thermodynamic conditions near phase equilibrium. The resulting density (for given tempreature and pressure) can be that of a meta-stable liquid or vapor phase depending on the initial density for the iteration.\n", - "\n", - "To control the initial values for the density iteration, you can use the `density_initialization` keyword.\n", - "Below, we create two `State` objects for the same temperature and pressure with different initial densities denoted by the `vapor` and `liquid` keywords for `density_initialization`. Alternatively, a starting density (as `SINumber`) can be provided." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "mass density: 3.2263994087922345 kg/m³\n" - ] - } - ], - "source": [ - "s_vapor = State(\n", - " pcsaft, \n", - " temperature=335.0*KELVIN, \n", - " pressure=1.0*BAR, \n", - " density_initialization='vapor'\n", - ")\n", - "print('mass density: ', s_vapor.mass_density())" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "mass density: 616.3096597655958 kg/m³\n" - ] - } - ], - "source": [ - "s_liquid = State(\n", - " pcsaft, \n", - " temperature=335.0*KELVIN, \n", - " pressure=1.0*BAR, \n", - " density_initialization='liquid'\n", - ")\n", - "print('mass density: ', s_liquid.mass_density())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "If no value for `density_initialization` is provided, both a low and high density is used to as starting point for the iteration and only the *stable* phase is returned." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "mass density: 616.3096597655958 kg/m³\n" - ] - } - ], - "source": [ - "s = State(\n", - " pcsaft, \n", - " temperature=335.0*KELVIN, \n", - " pressure=1.0*BAR\n", - ")\n", - "print('mass density:', s.mass_density())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "You can run a *stability analysis* for each state using the `is_stable()` method." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Vapor stable? False\n", - "Liquid stable? True\n" - ] - } - ], - "source": [ - "print('Vapor stable? ', s_vapor.is_stable())\n", - "print('Liquid stable?', s_liquid.is_stable())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "---\n", - "## Stored information\n", - "\n", - "Once we create a `State` object, we can access its **fields** withouth further computations:\n", - "\n", - "- `density`: molar density of the thermodynamic state for the given substance(s)\n", - "- `molefracs`: molar fractions for each substance\n", - "- `moles`: amount of substance for each substance\n", - "- `partial_density`: molar density for each substance\n", - "- `temperature`: temperature\n", - "- `total_moles`: total amount of substance\n", - "- `volume`: volume\n", - "\n", - "For an equation of state that *implements a molar weight* (i.e. stores the molar weight in the parameter set), mass specific properties are also available as **methods**:\n", - "\n", - "- `mass()`: mass for each substance\n", - "- `mass_density()`: total mass density\n", - "- `massfracs()`: mass fractions for each substance\n", - "- `total_mass()`: total mass\n", - "- `total_molar_weight()`: total molar weight" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "total moles: 200 mol\n", - "total mass : 17.235400000000002 kg\n" - ] - } - ], - "source": [ - "state = State(\n", - " pcsaft, \n", - " temperature=335.0*KELVIN, \n", - " pressure=1.0*BAR, \n", - " total_moles=200.0*MOL\n", - ")\n", - "print('total moles: ', state.total_moles)\n", - "print('total mass : ', state.total_mass())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "---\n", - "## Computing properties\n", - "\n", - "Thermodynamic properties can be computed by invoking the appropriate **method**. For example, we can compute the total system pressure via the `pressure()` method." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pressure: 99.99999999988452 kPa\n" - ] - } - ], - "source": [ - "pressure = state.pressure()\n", - "print('pressure: ', pressure)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "For a full list of possible thermodyanmic properties, please refer to the API documentation of the `State` object or take a look at the very bottom of this notebook.\n", - "\n", - "Some properties accept an optional `Contributions` object which we can use to compute specific contributions to the property.\n", - "The `Contributions` object allows for four options:\n", - "\n", - "- `Contributions.IdealGas`: only the ideal gas contribution is considered (which is defined by the ideal gas model for the de Broglie wavelength)\n", - "- `Contributions.ResidualNvt`: only the *residual* contributions to the Helmholtz energy with respect to an ideal gas for given $\\mathbf{N}, V, T$ are considered.\n", - "- `Contributions.ResidualNpt`: only the *residual* contributions to the Helmholtz energy with respect to an ideal gas for given $\\mathbf{N}, p, T$ are considered.\n", - "- `Contributions.Total`: all contributions to the Helmholtz energy (and thus the property of interest) are considered, i.e. ideal gas plus residual. This is the **default** for most properties if no argument is provided. Please refer to the method documentation if you are not sure about the contributions used." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "entropy (default) : -63.82223112938985 J/mol/K\n", - "entropy (total) : -63.82223112938985 J/mol/K\n", - "entropy (ideal gas) : -20.979592032157587 J/mol/K\n", - "entropy (residual) : -42.84263909723226 J/mol/K\n", - "entropy (residual p) : -86.86192380683525 J/mol/K\n" - ] - } - ], - "source": [ - "print('entropy (default) :', state.molar_entropy())\n", - "print('entropy (total) :', state.molar_entropy(Contributions.Total))\n", - "print('entropy (ideal gas) :', state.molar_entropy(Contributions.IdealGas))\n", - "print('entropy (residual) :', state.molar_entropy(Contributions.ResidualNvt))\n", - "print('entropy (residual p) :', state.molar_entropy(Contributions.ResidualNpt))" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$0\\,\\mathrm{\\frac{ J}{molK}}$" - ], - "text/plain": [ - "0 J/mol/K" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "state.molar_entropy() - (state.molar_entropy(Contributions.IdealGas) + state.molar_entropy(Contributions.ResidualNvt))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "---\n", - "## `State` at critical conditions\n", - "\n", - "$\\text{FeO}_\\text{s}$ provides constructors for `State` objects at critical conditions as well in form of *static class methods*.\n", - "\n", - "- `State.critical_point(...)`: critial point of the system\n", - "- `State.critical_point_pure(...)`: critical point for each substance in the system\n", - "- `State.critical_point_binary_p(...)`: critical point for binary system, given pressure\n", - "- `State.critical_point_binary_t(...)`: critical point for binary system, given temperature\n", - "\n", - "Optional keywords are:\n", - "\n", - "- `moles`: amount of substance for each component. For mixtures this is mandatory.\n", - "- `initial_temperature` : initial value for temperature. Can be used to speed up / increase convergence.\n", - "- `max_iter`: number of allowed iterations. Can be increased if convergence is an issue.\n", - "- `tol`: tolerance for the solution\n", - "- `verbosity`: a `Verbosity` object can be used to print information of the computation. Can be used if convergence is an issue." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "|temperature|density|\n", - "|-|-|\n", - "|519.33427 K|2.65414 kmol/m³|" - ], - "text/plain": [ - "T = 519.33427 K, ρ = 2.65414 kmol/m³" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "critical_point = State.critical_point(pcsaft)\n", - "critical_point" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Critical conditions for hexane\n", - "temperature : 519.3342707319016 K\n", - "pressure : 3.5427176263083453 MPa\n", - "density : 228.72574604854387 kg/m³\n" - ] - } - ], - "source": [ - "print('Critical conditions for hexane')\n", - "print('temperature :', critical_point.temperature)\n", - "print('pressure :', critical_point.pressure())\n", - "print('density :', critical_point.mass_density())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "---\n", - "## `PhaseEquilibrium`: `State` objects at phase equilibrium\n", - "\n", - "Another common use case for equations of state is the computation of phase equilibria. In $\\text{FeO}_\\text{s}$, we can generate multiple `State` objects that are in equilibrium using a `PhaseEquilibrium` object.\n", - "We will not discuss `PhaseEquilibrium` objects in detail in this notebook but merely consider it as another way to generate `State` objects. Please refer to the tutorial about phase diagrams if you want to learn more.\n", - "\n", - "For pure substances, we can generate two states in equilibrium using the `PhaseEquilibrium.pure(...)` static method.\n", - "The resulting object contains two (or more) `State` objects which we in this case can access via the `liquid` and `vapor` fields.\n", - "As before, we can now compute properties using these objects." - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "||temperature|density|\n", - "|-|-|-|\n", - "|phase 1|341.53511 K|36.63788 mol/m³|\n", - "|phase 2|341.53511 K|7.07977 kmol/m³|\n" - ], - "text/plain": [ - "phase 0: T = 341.53511 K, ρ = 36.63788 mol/m³\n", - "phase 1: T = 341.53511 K, ρ = 7.07977 kmol/m³" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vle = PhaseEquilibrium.pure(\n", - " pcsaft, \n", - " temperature_or_pressure=1.0*BAR\n", - ")\n", - "vle" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "|temperature|density|\n", - "|-|-|\n", - "|341.53511 K|7.07977 kmol/m³|" - ], - "text/plain": [ - "T = 341.53511 K, ρ = 7.07977 kmol/m³" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vle.liquid" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "|temperature|density|\n", - "|-|-|\n", - "|341.53511 K|36.63788 mol/m³|" - ], - "text/plain": [ - "T = 341.53511 K, ρ = 36.63788 mol/m³" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vle.vapor" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "enthalpy of vaporization (T = 341.53510965735256 K): 29.123040330216202 kJ/mol\n" - ] - } - ], - "source": [ - "enthalpy_of_vaporization = vle.vapor.molar_enthalpy() - vle.liquid.molar_enthalpy()\n", - "print(f'enthalpy of vaporization (T = {vle.vapor.temperature}): {enthalpy_of_vaporization}')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "---\n", - "## Caching partial derivatives of the Helmholtz energy\n", - "\n", - "A `State` object caches partial derivatives of the Helmholtz energy. If efficiency is a concern, you might want to consider the order in which you compute properties for a given state. If a method is called multiple times, only the first call will invoke a computation while additional calls will pull prior results from the cache." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "---\n", - "## Contributions to the Helmholtz energy\n", - "\n", - "If you are interested in developing an equation of state, you might find the `..._contributions()` methods of a `State` object useful. These methods return the contributions to a property which can be insightful (or a useful debugging tool). " - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [], - "source": [ - "state = State(\n", - " pcsaft, \n", - " temperature=300.0*KELVIN, \n", - " pressure=1.0*BAR, \n", - " total_moles=25.0*MOL\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[('Ideal gas (QSPR)', 264.00707466668604 kJ),\n", - " ('Hard Sphere', 549.608863830199 kJ),\n", - " ('Hard Chain', -159.16321691198146 kJ),\n", - " ('Dispersion', -750.1133884410586 kJ)]" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "state.helmholtz_energy_contributions()" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[('Ideal gas (QSPR)', 18.75674450579379 MPa),\n", - " ('Hard Sphere', 304.57586929403857 MPa),\n", - " ('Hard Chain', -63.0137117835539 MPa),\n", - " ('Dispersion', -260.2189020162783 MPa)]" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "state.pressure_contributions()" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[('Ideal gas (QSPR)', 13.054621772113414 kJ/mol),\n", - " ('Hard Sphere', 62.48794000517027 kJ/mol),\n", - " ('Hard Chain', -14.746316825114631 kJ/mol),\n", - " ('Dispersion', -64.60937326973789 kJ/mol)]" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "state.chemical_potential_contributions(0)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "---\n", - "## Dynamic properties via entropy scaling\n", - "\n", - "If an equation of state implements correlation functions for entropy scaling, it can be used to compute dynamic properties via entropy scaling. For more information, see the respective tutorial for entropy scaling." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "---\n", - "## List of `State` methods and fields\n", - "\n", - "### Constructors\n", - "\n", - "- `critical_point`\n", - "- `critical_point_binary_p`\n", - "- `critical_point_binary_t`\n", - "- `critical_point_pure`\n", - "- `tp_flash`\n", - "\n", - "### Fields\n", - "\n", - "- `density`,\n", - "- `molefracs`,\n", - "- `moles`,\n", - "- `partial_density`,\n", - "- `temperature`,\n", - "- `total_moles`,\n", - "- `volume`\n", - "\n", - "### Stability analysis\n", - "\n", - "- `is_stable`,\n", - "- `stability_analysis`\n", - "\n", - "### Thermodynamic properties\n", - "\n", - "- `c_p`,\n", - "- `c_v`,\n", - "- `chemical_potential`,\n", - "- `chemical_potential_contributions`,\n", - "- `compressibility`,\n", - "- `d2p_drho2`, \n", - "- `d2p_dv2`,\n", - "- `dc_v_dt`,\n", - "- `dln_phi_dnj`,\n", - "- `dln_phi_dp`,\n", - "- `dln_phi_dt`,\n", - "- `dmu_dni`,\n", - "- `dmu_dt`,\n", - "- `dp_dni`,\n", - "- `dp_drho`,\n", - "- `dp_dt`,\n", - "- `dp_dv`,\n", - "- `ds_dt`,\n", - "- `enthalpy`,\n", - "- `entropy`,\n", - "- `gibbs_energy`,\n", - "- `helmholtz_energy`,\n", - "- `helmholtz_energy_contributions`,\n", - "- `internal_energy`,\n", - "- `isentropic_compressibility`,\n", - "- `isothermal_compressibility`,\n", - "- `joule_thomson`,\n", - "- `ln_phi`,\n", - "- `ln_phi_pure_liquid`,\n", - "- `ln_symmetric_activity_coefficient`,\n", - "- `molar_enthalpy`,\n", - "- `molar_entropy`,\n", - "- `molar_gibbs_energy`,\n", - "- `molar_helmholtz_energy`,\n", - "- `molar_internal_energy`,\n", - "- `partial_molar_volume`,\n", - "- `partial_molar_enthalpy`,\n", - "- `partial_molar_entropy`,\n", - "- `pressure`,\n", - "- `pressure_contributions`\n", - "- `structure_factor`,\n", - "- `thermodynamic_factor`\n", - "\n", - "\n", - "### Mass related and mass specific properties\n", - "\n", - "- `specific_enthalpy`,\n", - "- `specific_entropy`,\n", - "- `specific_gibbs_energy`,\n", - "- `specific_helmholtz_energy`,\n", - "- `specific_internal_energy`,\n", - "- `speed_of_sound`,\n", - "- `thermodynamic_factor`,\n", - "- `total_mass`,\n", - "- `total_molar_weight`\n", - "\n", - "### Dynamic properties (entropy scaling)\n", - "\n", - "- `diffusion`,\n", - "- `diffusion_reference`,\n", - "- `ln_diffusion_reduced`,\n", - "- `ln_thermal_conductivity_reduced`,\n", - "- `ln_viscosity_reduced`,\n", - "- `thermal_conductivity`,\n", - "- `thermal_conductivity_reference`,\n", - "- `viscosity`,\n", - "- `viscosity_reference`" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Concluding remkars\n", - "\n", - "Hopefully you found this example helpful. If you have comments, critique or feedback, please let us know and consider [opening an issue on github](https://github.com/feos-org/feos/issues)." - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.6" - }, - "vscode": { - "interpreter": { - "hash": "31f2aee4e71d21fbe5cf8b01ff0e069b9275f58929596ceb00d14d90e3e16cd6" - } - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/docs/tutorials/eos/pcsaft/pcsaft_working_with_parameters.ipynb b/docs/tutorials/eos/pcsaft/pcsaft_working_with_parameters.ipynb index cf415b8fc..ba4c4e694 100644 --- a/docs/tutorials/eos/pcsaft/pcsaft_working_with_parameters.ipynb +++ b/docs/tutorials/eos/pcsaft/pcsaft_working_with_parameters.ipynb @@ -76,10 +76,10 @@ "text/markdown": [ "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", "|-|-|-|-|-|-|-|-|-|-|-|-|\n", - "|methane|16.043|1|3.7039|150.03|0|0|0|0|0|0|0|" + "|methane|16.043|1|3.7039|150.03|-|-|-|-|0|0|0|" ], "text/plain": [ - "" + "" ] }, "execution_count": 2, @@ -106,10 +106,10 @@ "text/markdown": [ "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", "|-|-|-|-|-|-|-|-|-|-|-|-|\n", - "|methane|16.043|1|3.7039|150.03|0|0|0|0|0|0|0|" + "|methane|16.043|1|3.7039|150.03|-|-|-|-|0|0|0|" ], "text/plain": [ - "" + "" ] }, "execution_count": 3, @@ -143,12 +143,12 @@ "text/markdown": [ "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", "|-|-|-|-|-|-|-|-|-|-|-|-|\n", - "|methane|16.043|1|3.7039|150.03|0|0|0|0|0|0|0|\n", - "|hexane|86.177|3.0576|3.7983|236.77|0|0|0|0|0|0|0|\n", - "|dodecane|170.338|5.306|3.8959|249.21|0|0|0|0|0|0|0|" + "|methane|16.043|1|3.7039|150.03|-|-|-|-|0|0|0|\n", + "|hexane|86.177|3.0576|3.7983|236.77|-|-|-|-|0|0|0|\n", + "|dodecane|170.338|5.306|3.8959|249.21|-|-|-|-|0|0|0|" ], "text/plain": [ - "" + "" ] }, "execution_count": 4, @@ -182,7 +182,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -190,16 +190,16 @@ "text/markdown": [ "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", "|-|-|-|-|-|-|-|-|-|-|-|-|\n", - "|methane|16.043|1|3.7039|150.03|0|0|0|0|0|0|0|\n", - "|1-butanol|74.123|2.7515|3.6139|259.59|0|0|0.006692|2544.6|1|1|0|\n", - "|water|18.015|1.0656|3.0007|366.51|0|0|0.034868|2500.7|1|1|0|\n", - "|acetone|58.08|2.7447|3.2742|232.99|2.88|0|0|0|0|0|0|" + "|methane|16.043|1|3.7039|150.03|-|-|-|-|0|0|0|\n", + "|1-butanol|74.123|2.7515|3.6139|259.59|-|-|0.006692|2544.6|1|1|0|\n", + "|water|18.015|1.0656|3.0007|366.51|-|-|0.034868|2500.7|1|1|0|\n", + "|acetone|58.08|2.7447|3.2742|232.99|2.88|-|-|-|0|0|0|" ], "text/plain": [ - "" + "" ] }, - "execution_count": 6, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -237,7 +237,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -245,14 +245,14 @@ "text/markdown": [ "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", "|-|-|-|-|-|-|-|-|-|-|-|-|\n", - "|butane|58.123|2.3316|3.7086|222.88|0|0|0|0|0|0|0|\n", - "|1-butanol|74.123|2.7515|3.6139|259.59|0|0|0.006692|2544.6|1|1|0|" + "|butane|58.123|2.3316|3.7086|222.88|-|-|-|-|0|0|0|\n", + "|1-butanol|74.123|2.7515|3.6139|259.59|-|-|0.006692|2544.6|1|1|0|" ], "text/plain": [ - "" + "" ] }, - "execution_count": 7, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -275,7 +275,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -285,7 +285,7 @@ " [0.015, 0. ]])" ] }, - "execution_count": 8, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -313,7 +313,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -322,7 +322,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -331,7 +331,7 @@ "Identifier(cas=106-97-8, name=butane, iupac_name=butane, smiles=CCCC, inchi=InChI=1/C4H10/c1-3-4-2/h3-4H2,1-2H3, formula=C4H10)" ] }, - "execution_count": 10, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -371,16 +371,16 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "PcSaftRecord(m=2.3316, sigma=3.7086, epsilon_k=222.88)" + "PcSaftRecord(m=2.3316, sigma=3.7086, epsilon_k=222.88, association_record=AssociationRecord(parameters=PcSaftAssociationRecord()))" ] }, - "execution_count": 11, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -400,7 +400,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -409,11 +409,11 @@ "PureRecord(\n", "\tidentifier=Identifier(cas=106-97-8, name=butane, iupac_name=butane, smiles=CCCC, inchi=InChI=1/C4H10/c1-3-4-2/h3-4H2,1-2H3, formula=C4H10),\n", "\tmolarweight=58.123,\n", - "\tmodel_record=PcSaftRecord(m=2.3316, sigma=3.7086, epsilon_k=222.88),\n", + "\tmodel_record=PcSaftRecord(m=2.3316, sigma=3.7086, epsilon_k=222.88, association_record=AssociationRecord(parameters=PcSaftAssociationRecord())),\n", ")" ] }, - "execution_count": 12, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -434,7 +434,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -442,13 +442,13 @@ "text/markdown": [ "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", "|-|-|-|-|-|-|-|-|-|-|-|-|\n", - "|butane|58.123|2.3316|3.7086|222.88|0|0|0|0|0|0|0|" + "|butane|58.123|2.3316|3.7086|222.88|-|-|-|-|0|0|0|" ], "text/plain": [ - "" + "" ] }, - "execution_count": 13, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -469,7 +469,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -495,7 +495,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -503,14 +503,14 @@ "text/markdown": [ "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", "|-|-|-|-|-|-|-|-|-|-|-|-|\n", - "|butane|58.123|2.3316|3.7086|222.88|0|0|0|0|0|0|0|\n", - "|1-butanol|74.123|2.7515|3.6139|259.59|0|0|0.006692|2544.6|0|0|0|" + "|butane|58.123|2.3316|3.7086|222.88|-|-|-|-|0|0|0|\n", + "|1-butanol|74.123|2.7515|3.6139|259.59|-|-|0.006692|2544.6|0|0|0|" ], "text/plain": [ - "" + "" ] }, - "execution_count": 15, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -522,7 +522,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -532,7 +532,7 @@ " [0.015, 0. ]])" ] }, - "execution_count": 16, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -552,7 +552,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 16, "metadata": {}, "outputs": [ { @@ -560,14 +560,14 @@ "text/markdown": [ "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", "|-|-|-|-|-|-|-|-|-|-|-|-|\n", - "|butane|58.123|2.3316|3.7086|222.88|0|0|0|0|0|0|0|\n", - "|1-butanol|74.123|2.7515|3.6139|259.59|0|0|0.006692|2544.6|0|0|0|" + "|butane|58.123|2.3316|3.7086|222.88|-|-|-|-|0|0|0|\n", + "|1-butanol|74.123|2.7515|3.6139|259.59|-|-|0.006692|2544.6|0|0|0|" ], "text/plain": [ - "" + "" ] }, - "execution_count": 17, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } @@ -587,7 +587,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 17, "metadata": {}, "outputs": [ { @@ -597,7 +597,7 @@ " [0.015, 0. ]])" ] }, - "execution_count": 18, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } @@ -635,7 +635,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -643,14 +643,14 @@ "text/markdown": [ "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", "|-|-|-|-|-|-|-|-|-|-|-|-|\n", - "|butane|58.122159999999994|2.1360799999999998|3.7945688260994523|233.79002902513017|0|0|0|0|0|0|0|\n", - "|1-butanol|74.12158|2.3821600000000003|3.7568140627964164|278.79916705846796|0|0|0.006825|2517|1|1|0|" + "|butane|58.122159999999994|2.1360799999999998|3.7945688260994523|233.79002902513017|-|-|0|0|0|0|0|\n", + "|1-butanol|74.12158|2.3821600000000003|3.7568140627964173|278.79916705846796|-|-|0.006825|2517|1|1|0|" ], "text/plain": [ - "" + "" ] }, - "execution_count": 19, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } @@ -684,7 +684,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ @@ -724,7 +724,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ @@ -753,7 +753,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 21, "metadata": {}, "outputs": [ { @@ -761,14 +761,14 @@ "text/markdown": [ "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", "|-|-|-|-|-|-|-|-|-|-|-|-|\n", - "|butane|58.122159999999994|2.1360799999999998|3.7945688260994523|233.79002902513017|0|0|0|0|0|0|0|\n", - "|1-butanol|74.12158|2.3821600000000003|3.7568140627964164|278.79916705846796|0|0|0.006825|2517|0|0|0|" + "|butane|58.122159999999994|2.1360799999999998|3.7945688260994523|233.79002902513017|-|-|0|0|0|0|0|\n", + "|1-butanol|74.12158|2.3821600000000003|3.7568140627964164|278.79916705846796|-|-|0.006825|2517|0|0|0|" ], "text/plain": [ - "" + "" ] }, - "execution_count": 22, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } @@ -795,7 +795,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 22, "metadata": {}, "outputs": [ { @@ -803,16 +803,16 @@ "text/markdown": [ "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", "|-|-|-|-|-|-|-|-|-|-|-|-|\n", - "|methane|16.043|1|3.7039|150.03|0|0|0|0|0|0|0|\n", - "|1-butanol|74.123|2.7515|3.6139|259.59|0|0|0.006692|2544.6|1|1|0|\n", - "|water|18.015|1.0656|3.0007|366.51|0|0|0.034868|2500.7|1|1|0|\n", - "|acetone|58.08|2.7447|3.2742|232.99|2.88|0|0|0|0|0|0|" + "|methane|16.043|1|3.7039|150.03|-|-|-|-|0|0|0|\n", + "|1-butanol|74.123|2.7515|3.6139|259.59|-|-|0.006692|2544.6|1|1|0|\n", + "|water|18.015|1.0656|3.0007|366.51|-|-|0.034868|2500.7|1|1|0|\n", + "|acetone|58.08|2.7447|3.2742|232.99|2.88|-|-|-|0|0|0|" ], "text/plain": [ - "" + "" ] }, - "execution_count": 24, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" } @@ -837,16 +837,24 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "As we've seen before, we can directly access the binary interaction parameter, `k_ij`, which is zero here for all binary interactions (we did not provide a file)." + "Since we did not provide a file for binary parameters, `parameters.k_ij` is `None` (internally, `k_ij = 0` for all binary pairs)." ] }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 23, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "None\n" + ] + } + ], "source": [ - "parameters.k_ij" + "print(parameters.k_ij)" ] }, { @@ -864,7 +872,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 24, "metadata": {}, "outputs": [ { @@ -873,26 +881,26 @@ "[PureRecord(\n", " \tidentifier=Identifier(cas=74-82-8, name=methane, iupac_name=methane, smiles=C, inchi=InChI=1/CH4/h1H4, formula=CH4),\n", " \tmolarweight=16.043,\n", - " \tmodel_record=PcSaftRecord(m=1, sigma=3.7039, epsilon_k=150.03, association_record=AssociationRecord(kappa_ab=0, epsilon_k_ab=0)),\n", + " \tmodel_record=PcSaftRecord(m=1, sigma=3.7039, epsilon_k=150.03, association_record=AssociationRecord(parameters=PcSaftAssociationRecord())),\n", " ),\n", " PureRecord(\n", " \tidentifier=Identifier(cas=71-36-3, name=1-butanol, iupac_name=butan-1-ol, smiles=CCCCO, inchi=InChI=1/C4H10O/c1-2-3-4-5/h5H,2-4H2,1H3, formula=C4H10O),\n", " \tmolarweight=74.123,\n", - " \tmodel_record=PcSaftRecord(m=2.7515, sigma=3.6139, epsilon_k=259.59, association_record=AssociationRecord(kappa_ab=0.006692, epsilon_k_ab=2544.6, na=1, nb=1)),\n", + " \tmodel_record=PcSaftRecord(m=2.7515, sigma=3.6139, epsilon_k=259.59, association_record=AssociationRecord(parameters=PcSaftAssociationRecord(kappa_ab=0.006692, epsilon_k_ab=2544.6), na=1, nb=1)),\n", " ),\n", " PureRecord(\n", " \tidentifier=Identifier(cas=7732-18-5, name=water, iupac_name=oxidane, smiles=O, inchi=InChI=1/H2O/h1H2, formula=H2O),\n", " \tmolarweight=18.015,\n", - " \tmodel_record=PcSaftRecord(m=1.0656, sigma=3.0007, epsilon_k=366.51, association_record=AssociationRecord(kappa_ab=0.034868, epsilon_k_ab=2500.7, na=1, nb=1)),\n", + " \tmodel_record=PcSaftRecord(m=1.0656, sigma=3.0007, epsilon_k=366.51, association_record=AssociationRecord(parameters=PcSaftAssociationRecord(kappa_ab=0.034868, epsilon_k_ab=2500.7), na=1, nb=1)),\n", " ),\n", " PureRecord(\n", " \tidentifier=Identifier(cas=67-64-1, name=acetone, iupac_name=propan-2-one, smiles=CC(C)=O, inchi=InChI=1/C3H6O/c1-3(2)4/h1-2H3, formula=C3H6O),\n", " \tmolarweight=58.08,\n", - " \tmodel_record=PcSaftRecord(m=2.7447, sigma=3.2742, epsilon_k=232.99, mu=2.88, association_record=AssociationRecord(kappa_ab=0, epsilon_k_ab=0)),\n", + " \tmodel_record=PcSaftRecord(m=2.7447, sigma=3.2742, epsilon_k=232.99, mu=2.88, association_record=AssociationRecord(parameters=PcSaftAssociationRecord())),\n", " )]" ] }, - "execution_count": 26, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } @@ -903,7 +911,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 25, "metadata": {}, "outputs": [ { @@ -924,7 +932,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 26, "metadata": {}, "outputs": [ { @@ -933,7 +941,7 @@ "Identifier(cas=74-82-8, name=methane, iupac_name=methane, smiles=C, inchi=InChI=1/CH4/h1H4, formula=CH4)" ] }, - "execution_count": 28, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } @@ -945,7 +953,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 27, "metadata": {}, "outputs": [ { @@ -954,7 +962,7 @@ "16.043" ] }, - "execution_count": 29, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" } @@ -973,7 +981,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 28, "metadata": {}, "outputs": [ { @@ -982,7 +990,7 @@ "'{\"identifier\":{\"cas\":\"74-82-8\",\"name\":\"methane\",\"iupac_name\":\"methane\",\"smiles\":\"C\",\"inchi\":\"InChI=1/CH4/h1H4\",\"formula\":\"CH4\"},\"molarweight\":16.043,\"model_record\":{\"m\":1.0,\"sigma\":3.7039,\"epsilon_k\":150.03}}'" ] }, - "execution_count": 30, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" } @@ -1011,27 +1019,17 @@ "\n", "## Further reading\n", "\n", - "- For more information about group contribution methods, see [this paper by Sauer et al.](https://pubs.acs.org/doi/abs/10.1021/ie502203w)\n", - "- Files of published parameters can be found [in the `feos` github repositoy](https://github.com/feos-org/feos/tree/main/parameters/pcsaft).\n", + "- Files of published parameters and further explanations can be found [in the `feos` github repositoy](https://github.com/feos-org/feos/tree/main/parameters/pcsaft).\n", "\n", "## Concluding remkars\n", "\n", "Hopefully you found this example helpful. If you have comments, critique or feedback, please let us know and consider [opening an issue on github](https://github.com/feos-org/feos/issues)." ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [], - "source": [ - "from feos.ideal_gas import JobackParameters" - ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -1045,7 +1043,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/docs/tutorials/eos/python/core_user_defined_eos.ipynb b/docs/tutorials/eos/python/core_user_defined_eos.ipynb index 2c67ffc0e..d5feb3bfa 100644 --- a/docs/tutorials/eos/python/core_user_defined_eos.ipynb +++ b/docs/tutorials/eos/python/core_user_defined_eos.ipynb @@ -31,7 +31,7 @@ "outputs": [], "source": [ "from feos.eos import *\n", - "from feos.si import *\n", + "import si_units as si\n", "import numpy as np\n", "\n", "optional = True\n", @@ -80,7 +80,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -119,15 +119,15 @@ " ))) != 1:\n", " raise ValueError(\"Input parameters must all have the same lenght.\")\n", " \n", - " self.tc = critical_temperature / KELVIN\n", - " self.pc = critical_pressure / PASCAL\n", + " self.tc = critical_temperature / si.KELVIN\n", + " self.pc = critical_pressure / si.PASCAL\n", " self.omega = acentric_factor\n", - " self.mw = molar_weight / GRAM * MOL\n", + " self.mw = molar_weight / si.GRAM * si.MOL\n", "\n", - " self.a_r = (0.45724 * critical_temperature**2 * RGAS \n", - " / critical_pressure / ANGSTROM**3 / NAV / KELVIN)\n", - " self.b = (0.07780 * critical_temperature * RGAS \n", - " / critical_pressure / ANGSTROM**3 / NAV)\n", + " self.a_r = (0.45724 * critical_temperature**2 * si.RGAS \n", + " / critical_pressure / si.ANGSTROM**3 / si.NAV / si.KELVIN)\n", + " self.b = (0.07780 * critical_temperature * si.RGAS \n", + " / critical_pressure / si.ANGSTROM**3 / si.NAV)\n", " self.kappa = (0.37464 \n", " + (1.54226 - 0.26992 * acentric_factor) * acentric_factor)\n", " self.delta_ij = (np.zeros((self.n, self.n)) \n", @@ -170,7 +170,7 @@ " \"\"\"Number of components.\"\"\"\n", " return self.n\n", " \n", - " def subset(self, i: [int]):\n", + " def subset(self, i: list[int]):\n", " \"\"\"Return new equation of state containing a subset of all components.\"\"\"\n", " if self.n > 1:\n", " tc = self.tc[i] \n", @@ -178,19 +178,19 @@ " mw = self.mw[i]\n", " omega = self.omega[i]\n", " return PyPengRobinson(\n", - " SIArray1(tc * KELVIN), \n", - " SIArray1(pc * PASCAL), \n", + " si.array(tc * si.KELVIN), \n", + " si.array(pc * si.PASCAL), \n", " omega, \n", - " SIArray1(mw * GRAM / MOL)\n", + " si.array(mw * si.GRAM / si.MOL)\n", " )\n", " else:\n", " return self\n", " \n", - " def molar_weight(self) -> SIArray1:\n", - " return SIArray1(self.mw * GRAM / MOL)\n", + " def molar_weight(self) -> si.SIObject:\n", + " return si.array(self.mw * si.GRAM / si.MOL)\n", " \n", - " def max_density(self, moles:[float]) -> float:\n", - " b = np.sum(moles * self.b) / np.sum(moles);\n", + " def max_density(self, moles: list[float]) -> float:\n", + " b = np.sum(moles * self.b) / np.sum(moles)\n", " return 0.9 / b " ] }, @@ -207,20 +207,27 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ - "tc = SIArray1(369.96 * KELVIN)\n", - "pc = SIArray1(4250000.0 * PASCAL)\n", + "tc = si.array(369.96 * si.KELVIN)\n", + "pc = si.array(4250000.0 * si.PASCAL)\n", "omega = np.array([0.153])\n", - "molar_weight = SIArray1(44.0962 * GRAM / MOL)\n", + "molar_weight = si.array(44.0962 * si.GRAM / si.MOL)\n", "\n", "# create an instance of our python class and hand it over to rust\n", "pr = PyPengRobinson(tc, pc, omega, molar_weight)\n", - "eos = EquationOfState.python(pr)" + "eos = EquationOfState.python_residual(pr)" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "markdown", "metadata": {}, @@ -234,65 +241,63 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": null, "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "\u001b[0;31mInit signature:\u001b[0m \u001b[0mState\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m/\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mDocstring:\u001b[0m \n", - "A thermodynamic state at given conditions.\n", - "\n", - "Parameters\n", - "----------\n", - "eos : Eos\n", - " The equation of state to use.\n", - "temperature : SINumber, optional\n", - " Temperature.\n", - "volume : SINumber, optional\n", - " Volume.\n", - "density : SINumber, optional\n", - " Molar density.\n", - "partial_density : SIArray1, optional\n", - " Partial molar densities.\n", - "total_moles : SINumber, optional\n", - " Total amount of substance (of a mixture).\n", - "moles : SIArray1, optional\n", - " Amount of substance for each component.\n", - "molefracs : numpy.ndarray[float]\n", - " Molar fraction of each component.\n", - "pressure : SINumber, optional\n", - " Pressure.\n", - "molar_enthalpy : SINumber, optional\n", - " Molar enthalpy.\n", - "molar_entropy : SINumber, optional\n", - " Molar entropy.\n", - "molar_internal_energy: SINumber, optional\n", - " Molar internal energy\n", - "density_initialization : {'vapor', 'liquid', SINumber, None}, optional\n", - " Method used to initialize density for density iteration.\n", - " 'vapor' and 'liquid' are inferred from the maximum density of the equation of state.\n", - " If no density or keyword is provided, the vapor and liquid phase is tested and, if\n", - " different, the result with the lower free energy is returned.\n", - "initial_temperature : SINumber, optional\n", - " Initial temperature for temperature iteration. Can improve convergence\n", - " when the state is specified with pressure and molar entropy or enthalpy.\n", - "\n", - "Returns\n", - "-------\n", - "State : state at given conditions\n", - "\n", - "Raises\n", - "------\n", - "Error\n", - " When the state cannot be created using the combination of input.\n", - "\u001b[0;31mType:\u001b[0m type\n", - "\u001b[0;31mSubclasses:\u001b[0m \n" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[0;31mInit signature:\u001b[0m \u001b[0mState\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m/\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mDocstring:\u001b[0m \n", + "A thermodynamic state at given conditions.\n", + "\n", + "Parameters\n", + "----------\n", + "eos : Eos\n", + " The equation of state to use.\n", + "temperature : SINumber, optional\n", + " Temperature.\n", + "volume : SINumber, optional\n", + " Volume.\n", + "density : SINumber, optional\n", + " Molar density.\n", + "partial_density : SIArray1, optional\n", + " Partial molar densities.\n", + "total_moles : SINumber, optional\n", + " Total amount of substance (of a mixture).\n", + "moles : SIArray1, optional\n", + " Amount of substance for each component.\n", + "molefracs : numpy.ndarray[float]\n", + " Molar fraction of each component.\n", + "pressure : SINumber, optional\n", + " Pressure.\n", + "molar_enthalpy : SINumber, optional\n", + " Molar enthalpy.\n", + "molar_entropy : SINumber, optional\n", + " Molar entropy.\n", + "molar_internal_energy: SINumber, optional\n", + " Molar internal energy\n", + "density_initialization : {'vapor', 'liquid', SINumber, None}, optional\n", + " Method used to initialize density for density iteration.\n", + " 'vapor' and 'liquid' are inferred from the maximum density of the equation of state.\n", + " If no density or keyword is provided, the vapor and liquid phase is tested and, if\n", + " different, the result with the lower free energy is returned.\n", + "initial_temperature : SINumber, optional\n", + " Initial temperature for temperature iteration. Can improve convergence\n", + " when the state is specified with pressure and molar entropy or enthalpy.\n", + "\n", + "Returns\n", + "-------\n", + "State : state at given conditions\n", + "\n", + "Raises\n", + "------\n", + "Error\n", + " When the state cannot be created using the combination of input.\n", + "\u001b[0;31mType:\u001b[0m type\n", + "\u001b[0;31mSubclasses:\u001b[0m \n" + ] } ], "source": [ @@ -309,7 +314,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -321,20 +326,20 @@ "1.6605390671738466e-24 mol" ] }, - "execution_count": 23, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# If no amount of substance is given, it is set to 1/NAV.\n", - "s = State(eos, temperature=300*KELVIN, pressure=1*BAR)\n", + "s = State(eos, temperature=300*si.KELVIN, pressure=1*si.BAR)\n", "s.total_moles" ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -346,7 +351,7 @@ "1 mol" ] }, - "execution_count": 24, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -354,66 +359,13 @@ "source": [ "s_pt = State(\n", " eos, \n", - " temperature=300*KELVIN, \n", - " pressure=1*BAR, \n", - " total_moles=1*MOL\n", + " temperature=300*si.KELVIN, \n", + " pressure=1*si.BAR, \n", + " total_moles=1*si.MOL\n", ")\n", "s_pt.total_moles" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can use other variables as well. For example, we can create a state at given $h, p$ (using the enthalpy from the prior computation as input):" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [], - "source": [ - "s_ph = State(\n", - " eos, \n", - " pressure=1*BAR, \n", - " molar_enthalpy=s_pt.molar_enthalpy()\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "rel. dev.\n", - "entropy : 1.2028878239185388e-16\n", - "density : -1.8532974044002563e-15\n", - "temperature: 1.5158245029548805e-15\n" - ] - } - ], - "source": [ - "# check if states are equal\n", - "print(\"rel. dev.\")\n", - "print(\n", - " \"entropy : \", \n", - " (s_ph.molar_entropy() - s_pt.molar_entropy()) / s_pt.molar_entropy()\n", - ")\n", - "print(\n", - " \"density : \", \n", - " (s_ph.mass_density() - s_pt.mass_density()) / s_pt.mass_density()\n", - ")\n", - "print(\n", - " \"temperature: \",\n", - " (s_ph.temperature - s_pt.temperature) / s_pt.temperature\n", - ")" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -426,7 +378,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -434,9 +386,9 @@ "output_type": "stream", "text": [ "Critical point\n", - "temperature: 369.9506174234607 K\n", + "temperature: 369.95061742346076 K\n", "density : 198.1862458057177 kg/m³\n", - "pressure : 4.249677749116942 MPa\n" + "pressure : 4.249677749116944 MPa\n" ] } ], @@ -460,7 +412,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -476,13 +428,13 @@ "phase 1: T = 300.00000 K, ρ = 11.53399 kmol/m³" ] }, - "execution_count": 28, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "vle = PhaseEquilibrium.pure(eos, 300.0*KELVIN)\n", + "vle = PhaseEquilibrium.pure(eos, 300.0*si.KELVIN)\n", "vle" ] }, @@ -495,7 +447,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -509,7 +461,7 @@ "T = 300.00000 K, ρ = 11.53399 kmol/m³" ] }, - "execution_count": 29, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -520,7 +472,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -534,7 +486,7 @@ "T = 300.00000 K, ρ = 488.99014 mol/m³" ] }, - "execution_count": 30, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -545,14 +497,14 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Heat of vaporization: 14.782343503305114 kJ/mol\n", + "Heat of vaporization: 14.782343503305125 kJ/mol\n", "for T = 300 K\n", "and p = 9.95 bar\n" ] @@ -560,9 +512,9 @@ ], "source": [ "# we can now easily compute any property:\n", - "print(\"Heat of vaporization: \", vle.vapor.molar_enthalpy() - vle.liquid.molar_enthalpy())\n", + "print(\"Heat of vaporization: \", vle.vapor.molar_enthalpy(Contributions.Residual) - vle.liquid.molar_enthalpy(Contributions.Residual))\n", "print(\"for T = {}\".format(vle.liquid.temperature))\n", - "print(\"and p = {:.2f} bar\".format(vle.liquid.pressure() / BAR))" + "print(\"and p = {:.2f} bar\".format(vle.liquid.pressure() / si.BAR))" ] }, { @@ -574,23 +526,23 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "vapor pressure (T = 300 K): 994.7761635610093 kPa\n", - "boiling temperature (p = 3 bar): 247.84035574956746 K\n" + "vapor pressure (T = 300 K): 994.776163561008 kPa\n", + "boiling temperature (p = 3 bar): 247.84035574956764 K\n" ] } ], "source": [ "# This also works for mixtures, in which case the pure component properties are computed.\n", "# Hence, the result is a list - that is why we use an index [0] here.\n", - "print(\"vapor pressure (T = 300 K):\", PhaseEquilibrium.vapor_pressure(eos, 300*KELVIN)[0])\n", - "print(\"boiling temperature (p = 3 bar):\", PhaseEquilibrium.boiling_temperature(eos, 2*BAR)[0])" + "print(\"vapor pressure (T = 300 K):\", PhaseEquilibrium.vapor_pressure(eos, 300*si.KELVIN)[0])\n", + "print(\"boiling temperature (p = 3 bar):\", PhaseEquilibrium.boiling_temperature(eos, 2*si.BAR)[0])" ] }, { @@ -607,11 +559,11 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ - "dia = PhaseDiagram.pure(eos, 230.0 * KELVIN, 500)" + "dia = PhaseDiagram.pure(eos, 230.0 * si.KELVIN, 500)" ] }, { @@ -623,35 +575,37 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "enthalpy_of_vaporization = [\n", - " (vle.vapor.molar_enthalpy() - vle.liquid.molar_enthalpy()) / (KILO * JOULE) * MOL \n", + " (vle.vapor.molar_enthalpy(Contributions.Residual) - vle.liquid.molar_enthalpy(Contributions.Residual)) / (si.KILO * si.JOULE) * si.MOL \n", " for vle in dia.states\n", "]" ] }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 15, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(7, 4))\n", - "sns.lineplot(x=dia.vapor.temperature / KELVIN, y=enthalpy_of_vaporization, ax=ax);\n", + "sns.lineplot(x=dia.vapor.temperature / si.KELVIN, y=enthalpy_of_vaporization, ax=ax);\n", "ax.set_ylabel(r\"$\\Delta^{LV}h$ / kJ / mol\")\n", "ax.set_xlabel(r\"$T$ / K\");" ] @@ -666,39 +620,43 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 16, "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "\u001b[0;31mSignature:\u001b[0m \u001b[0mdia\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_dict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mDocstring:\u001b[0m\n", - "Returns the phase diagram as dictionary.\n", - "\n", - "Units\n", - "-----\n", - "temperature : K\n", - "pressure : Pa\n", - "densities : mol / m³\n", - "molar enthalpies : kJ / mol\n", - "molar entropies : kJ / mol / K\n", - "\n", - "Returns\n", - "-------\n", - "dict[str, list[float]]\n", - " Keys: property names. Values: property for each state.\n", - "\n", - "Notes\n", - "-----\n", - "xi: liquid molefraction of component i\n", - "yi: vapor molefraction of component i\n", - "i: component index according to order in parameters.\n", - "\u001b[0;31mType:\u001b[0m builtin_function_or_method\n" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[0;31mSignature:\u001b[0m \u001b[0mdia\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_dict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcontributions\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mDocstring:\u001b[0m\n", + "Returns the phase diagram as dictionary.\n", + "\n", + "Parameters\n", + "----------\n", + "contributions : Contributions, optional\n", + " The contributions to consider when calculating properties.\n", + " Defaults to Contributions.Total.\n", + "\n", + "Returns\n", + "-------\n", + "Dict[str, List[float]]\n", + " Keys: property names. Values: property for each state.\n", + "\n", + "Notes\n", + "-----\n", + "- temperature : K\n", + "- pressure : Pa\n", + "- densities : mol / m³\n", + "- mass densities : kg / m³\n", + "- molar enthalpies : kJ / mol\n", + "- molar entropies : kJ / mol / K\n", + "- specific enthalpies : kJ / kg\n", + "- specific entropies : kJ / kg / K\n", + "- xi: liquid molefraction of component i\n", + "- yi: vapor molefraction of component i\n", + "- component index `i` matches to order of components in parameters.\n", + "\u001b[0;31mType:\u001b[0m builtin_function_or_method\n" + ] } ], "source": [ @@ -707,7 +665,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 17, "metadata": {}, "outputs": [ { @@ -731,106 +689,156 @@ " \n", " \n", " \n", + " specific enthalpy liquid\n", + " pressure\n", + " molar enthalpy liquid\n", " density liquid\n", - " density vapor\n", - " molar enthalpy vapor\n", " temperature\n", - " molar enthalpy liquid\n", - " pressure\n", " molar entropy liquid\n", + " mass density liquid\n", + " specific enthalpy vapor\n", + " density vapor\n", + " molar enthalpy vapor\n", + " specific entropy vapor\n", " molar entropy vapor\n", + " mass density vapor\n", + " specific entropy liquid\n", " \n", " \n", " \n", " \n", " 0\n", + " -429.097170\n", + " 96625.278174\n", + " -18.921555\n", " 14125.988947\n", - " 52.208491\n", - " 22.140400\n", " 230.000000\n", - " 3.376293\n", - " 96625.278174\n", - " 0.039106\n", - " 0.120689\n", + " -0.035166\n", + " 622.902434\n", + " -3.570554\n", + " 52.208491\n", + " -0.157448\n", + " -0.003363\n", + " -0.000148\n", + " 2.302196\n", + " -0.797483\n", " \n", " \n", " 1\n", + " -428.878435\n", + " 97830.133956\n", + " -18.911909\n", " 14118.006852\n", - " 52.811929\n", - " 22.135738\n", " 230.280462\n", - " 3.383021\n", - " 97830.133956\n", - " 0.039135\n", - " 0.120569\n", + " -0.035119\n", + " 622.550454\n", + " -3.610123\n", + " 52.811929\n", + " -0.159193\n", + " -0.003399\n", + " -0.000150\n", + " 2.328805\n", + " -0.796418\n", " \n", " \n", " 2\n", + " -428.659501\n", + " 99046.729400\n", + " -18.902255\n", " 14110.010220\n", - " 53.420767\n", - " 22.131064\n", " 230.560924\n", - " 3.389761\n", - " 99046.729400\n", - " 0.039164\n", - " 0.120449\n", + " -0.035072\n", + " 622.197833\n", + " -3.650021\n", + " 53.420767\n", + " -0.160952\n", + " -0.003436\n", + " -0.000152\n", + " 2.355653\n", + " -0.795354\n", " \n", " \n", " 3\n", + " -428.440366\n", + " 100275.143120\n", + " -18.892592\n", " 14101.999011\n", - " 54.035036\n", - " 22.126380\n", " 230.841386\n", - " 3.396514\n", - " 100275.143120\n", - " 0.039193\n", - " 0.120330\n", + " -0.035025\n", + " 621.844569\n", + " -3.690251\n", + " 54.035036\n", + " -0.162726\n", + " -0.003473\n", + " -0.000153\n", + " 2.382740\n", + " -0.794290\n", " \n", " \n", " 4\n", + " -428.221030\n", + " 101515.453964\n", + " -18.882920\n", " 14093.973182\n", - " 54.654773\n", - " 22.121683\n", " 231.121849\n", - " 3.403278\n", - " 101515.453964\n", - " 0.039221\n", - " 0.120211\n", + " -0.034978\n", + " 621.490660\n", + " -3.730814\n", + " 54.654773\n", + " -0.164515\n", + " -0.003510\n", + " -0.000155\n", + " 2.410068\n", + " -0.793228\n", " \n", " \n", "\n", "" ], "text/plain": [ - " density liquid density vapor molar enthalpy vapor temperature \\\n", - "0 14125.988947 52.208491 22.140400 230.000000 \n", - "1 14118.006852 52.811929 22.135738 230.280462 \n", - "2 14110.010220 53.420767 22.131064 230.560924 \n", - "3 14101.999011 54.035036 22.126380 230.841386 \n", - "4 14093.973182 54.654773 22.121683 231.121849 \n", + " specific enthalpy liquid pressure molar enthalpy liquid \\\n", + "0 -429.097170 96625.278174 -18.921555 \n", + "1 -428.878435 97830.133956 -18.911909 \n", + "2 -428.659501 99046.729400 -18.902255 \n", + "3 -428.440366 100275.143120 -18.892592 \n", + "4 -428.221030 101515.453964 -18.882920 \n", + "\n", + " density liquid temperature molar entropy liquid mass density liquid \\\n", + "0 14125.988947 230.000000 -0.035166 622.902434 \n", + "1 14118.006852 230.280462 -0.035119 622.550454 \n", + "2 14110.010220 230.560924 -0.035072 622.197833 \n", + "3 14101.999011 230.841386 -0.035025 621.844569 \n", + "4 14093.973182 231.121849 -0.034978 621.490660 \n", "\n", - " molar enthalpy liquid pressure molar entropy liquid \\\n", - "0 3.376293 96625.278174 0.039106 \n", - "1 3.383021 97830.133956 0.039135 \n", - "2 3.389761 99046.729400 0.039164 \n", - "3 3.396514 100275.143120 0.039193 \n", - "4 3.403278 101515.453964 0.039221 \n", + " specific enthalpy vapor density vapor molar enthalpy vapor \\\n", + "0 -3.570554 52.208491 -0.157448 \n", + "1 -3.610123 52.811929 -0.159193 \n", + "2 -3.650021 53.420767 -0.160952 \n", + "3 -3.690251 54.035036 -0.162726 \n", + "4 -3.730814 54.654773 -0.164515 \n", "\n", - " molar entropy vapor \n", - "0 0.120689 \n", - "1 0.120569 \n", - "2 0.120449 \n", - "3 0.120330 \n", - "4 0.120211 " + " specific entropy vapor molar entropy vapor mass density vapor \\\n", + "0 -0.003363 -0.000148 2.302196 \n", + "1 -0.003399 -0.000150 2.328805 \n", + "2 -0.003436 -0.000152 2.355653 \n", + "3 -0.003473 -0.000153 2.382740 \n", + "4 -0.003510 -0.000155 2.410068 \n", + "\n", + " specific entropy liquid \n", + "0 -0.797483 \n", + "1 -0.796418 \n", + "2 -0.795354 \n", + "3 -0.794290 \n", + "4 -0.793228 " ] }, - "execution_count": 37, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "data_dia = pd.DataFrame(dia.to_dict())\n", + "data_dia = pd.DataFrame(dia.to_dict(Contributions.Residual))\n", "data_dia.head()" ] }, @@ -843,7 +851,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ @@ -871,17 +879,19 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 19, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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", 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TNOM5Cj55iOr8VfXbI7NGkHTQxcTvdjIhEdEuJpRAslv6AD49+jKum/kOHy7/iY9X/Mz89at4+oDTGNmzn9vxpAMFROEOvAAc7/u+EngKuMP3c92tw+7EmUJzJhALTASmG2N2tNau8LXJAKY30n+O7zGTBoW7MaawmWyJLXsJIiIirVNdmEPBZ49SNP0pasuc0VM8IcTtchzJh/yLqMF7agqENCopMoYnR5/K6CVzuXH2++RsKmLMx0/znz2O4ZQhu7odTzpIoBTutwBPA31wVo2JBMKBCiDO18YLHGCtLQEwxswEFgGXA1f42kT7jmmo3G+/iIiIqyqyf6Vg2v0Uf/9K/Z1NPRHRJO5zDkmHXk5Er4EuJ5Rg4PF4OHnIruzcK4tx01/mz6L1XPPdWyzMW80tux1FZGiglHnSXgLiv6i19ifgJwBjzGRgLvAizsWmZb5mH9QV7b5jfjbGLMSZ016nDKfobyjKb3/D507aUjbfiLxG3UVEZKuVL5/Hhvdup3T++/XbQuN7knTQJSQdOJ7QuFQX00mw2iapFx8ceTGXz5jCp6t+ZbKdzW8FuTx34BmkRsU134EEjYBb7NV38eh7wHHGmGj+muaytpHma4Fkv59zcKbLNFS3Lbu9coqIiLRU2ZKZrH7gH6y8eVR90R6eNpheYx9nwP3LSD36BhXtslUSIqKYdOAZXD3iYDx4mLtuBUd/+CTLNua5HU3aUUCMuDciGueK2nickfgqoHcj7foA6/1+XgDsaYzxNLhAdTegBPijQ9KKiIg04PV6Kfvtaza8/x/Kfv3r8quIvjuSetT1xO1yPB7dQEfaUYgnhMuHH4hJTuOSr19nefEG/vnhE7x40Jns3CvL7XjSDlwdcTfG9GxkWwJwArDKWrvOWrsR+AQ42hjTw6/dHjgrznzud/hUnAtQj/Zr18PX33utXQpSRESktbxeL6U/fcLqO0ez+u4D64v2yAG7kHnZO2TdMo/4USeqaJcOc3jWMN447HxSImMpqNjEif97lo+W/+R2LGkHbk+VmWKM+dgYc4MxZpwx5hbgZ6AfcLVfu+txPh2YaYy50hhzI84dUlcBD/m1mwrMAl4yxkw0xlwEfIXzOm/u6BfTFT366KMYY+p/Nsbw6KOPdupzbkln5BERaYm6gn3VbXuy5v4jKPv9WwCiBu9J7ys/ot/EWcSN+CeeELf/6ZXuYOde/XjvyPEMSOhBRU01F375Kq///kPzB0pAc/u3x2QgBvgX8CRwEbAQ2N9a+0ZdI2vtz8BoYA1wG05R/wWwj7U2369dDXAE8Iavz3txptLsb63VNBkREekQm+wMVt+5P2vuP4LypXMAiB46mj7XfkbfCTOI3fEwLesonW5AQg/e+8d4RvbshxcvV3/3Fi8snul2LNkKrs5xt9Y+DzzfwrY/APu3oF0BMM73Je1s0aJFhIZ27Me748eP5/zzz+/Q5xARaQ9lS+ew4e2JbPr5s/pt0UNH0+O4W4gesreLyUQcKVGxvHrouZz9+X/5PncpN85+n7KaKi7aYT+3o0kbBOrFqRKgIiMbW22zfYWFhREWpremiASuilWLyHt7IqXzP6jfFjVod3ocfxsx2x3gYjKRv4sLj+Slg89i3PTJfL3md+6YO43y6iquHHGQ29GkldyeKiNBprE55XPnzuX4449nhx124KCDDuL111//2zz11atXY4zh7bffbrbPxua4V1ZWcscdd7D77rszYsQILrzwQnJzc9v51YmIbFlljiXniVNYceOI+qI9st9wMi9/n743fKuiXQJWdFgEzx84lkP7bQfAAws+5/FFX7kbSlpNw5qyVay1nHvuuaSmpnLppZdSXV3No48+Smpq+65HPGHCBN5//33++c9/Mnz4cGbNmqXpNCLSaaoLssl752Y2fvMCeGsBiMjcltRjbyZu5+N0wakEhcjQMJ7a/zQu/PIVPlm5mDvn/Y/osHDO2W6v5g+WgKDCvQN5q6uoLljjdgzCknvjCQvvkL4feeQRPB4Pr732GmlpaQAceuihHHXUUe32HL/99hvvv/8+Z5xxBjfccAMAp512GldddRXW2nZ7HhGRhmrKNlLw8b0UfPIg3krn5tvhPQeSesxE4vc4VUs6StAJDwnlidGncu4XL/HVmt+ZOPsDosMiOGXIrm5HkxZQ4d5BvNVVLP+/7ala96fbUQjvNYj+d/zS7sV7TU0N3377LYccckh90Q4waNAg9t57b77++ut2eZ66fsaOHbvZ9jPPPJMPP/ywXZ5DRMSft7qSwi+fIf/926gpdu48GRrfk9SjJ5I4+rwOGwwR6QyRoWE8e8AZnPnZC8zMXcq1371NYkQ0R/Qf5nY0aYY+25M2y8/Pp7y8nKysv9+NbcCAAe32PGvWrCEsLIw+ffpstn3gwIHt9hwiIuCsxV485w2W/98w1r9yGTXFeXgiYkg5+kYG3LOEpIMuUtEuXUJ0WDgvHHRm/VKRl854nR/WLnc7ljRDI+4dxBMWTv87funyU2Vaqqn1i2tqajo5iYhI4zbZGeRN+Xf9OuyEhJK477mkHjORsKQMd8OJdIDY8EhePOhMjv7oSZZtzOPsL17i3SMuZHBSL7ejSRNUuHcgT1g44T37ux2jw6SkpBAVFcWKFSv+tm/ZsmWb/ZyYmAjAxo0bN9uenZ3d7PP07t2b6upqVq9eTb9+/eq3L126tC2xRUQ2U7nuT/Km/JuSee/Ub4sdeTQ9x9xBROZQF5OJdLyUqFgmH3I2R3/4JHnlJZzx2Qu894+L6BUT73Y0aYSmykibhYaGsvfee/PZZ5+xdu3a+u1//vkn33777WZt4+LiSE5OZu7cuZttf/XVV5t9nn333ReAl156abPt//3vf9saXUSEmrKNrH/jOlb837D6oj1q0O70nTCD3v96W0W7dBtZ8am8eNCZRIeFs6qkgLM+f5Gy6iq3Y0kjNOIuW+XSSy/lm2++4ZRTTuHkk0+mpqaGyZMnM3jw4L+t+HLCCSfwzDPPMGHCBIYNG8bcuXP/NjLfmG233ZYjjzySl19+mY0bN7LTTjsxa9asRkf6RUSa462toWjG82x4eyI1G9cBEJbSlx4n3kX8bic1ObVPpCsb3rMvT40+jbO/+C+LNqzhmu/e4tF99f9DoNGIu2yVoUOH8txzz5GUlMQjjzzCW2+9xaWXXsrBBx/8t7YXX3wxY8aM4ZNPPuHee++lpqaGSZMmteh57rjjDs444wy+/vpr7rvvPqqqqnjmmWfa++WISBe36dcvWXnTrqx78UJqNq7DExFD6nG30v+uX0nY/WQVKdKtHdh3KDfscgQA7y5dwJM/z3A5kTTk8Xq9bmcIaMaYwvj4+MSGUzxkyx599FEee+wxrbMuIgHBmcd+LSXz3q3flrDXWFLH3E54cm/3gokEGK/XyxXfvMnUP3/Eg4cXDzqTA/tq2lgna3IEQSPuIiLSZdVWlLL+zf/zzWN/F4CowXvSb+Is0s97QUW7SAMej4e79jyWET374sXLJV+/xtKiPLdjiY8KdxER6XKc9djfZPn121Hw0d14qysJS+1HxvhX6TthBlEDdZdIkaZEhYXz7AFnkBYdT3FVBeO/eoVyXawaEFS4i4hIl1KR/Str7j2UnCdOpjp/NZ6wSFKOnkj/Oxfr4lORFkqPSeCJ0acS4vHwS34Ot8zRncoDgea4N0Nz3EVEgkNtWTEb3ruNgs8ehppqAGJHHEXPUx4gopfutCzSFo8t+pK75n3ifL/fyRwzcLi7gbqHJkcXtBykiIgENa/XS/Hs11n/+rXUFDo3dQvvNYiepz1E3E5HuJxOJLhdtMN+zMpdxldrfuff373Njqm9GZjY0+1Y3ZamyoiISNCqWP0zq+86kNynTqemMBtPRDSpx91G1u2LVLSLtIMQTwiP7HsS6TEJlFZXMv6rV6nwfaIlnU+Fu4iIBJ3ailLWv34tKyaOpMx+DUDczsfS/45fSP3n/xESEeVyQpGuIyUqdrP57g/M/9ztSN2WCncREQkqJfM/YPn/DaPgf/dDbQ3h6UPofdXHZF46lfAeWW7HE+mSRqX15+IdRgPwxE9fM2ftclfzdFcq3EVEJChU5a8m+9HjyX74GKo3rMQTFknqcbeSddsCYnc41O14Il3eFcMPZFhKJl68XD7jDUqqKtyO1O2ocBcRkYDmramm4JOHWf5/29ffRClm+4PI+s8iUv85gZDwSHcDinQTEaFhPLLfSUSGhrGyJJ+bZ3/gdqRuR4W7iIgErPJlc1l56x6sf+1KvOUlhCb0Iv3CyfS++n9EpA12O55ItzMkKY3rdz4MgNeXzGX6autyou5FhbuIiAScmrKNrJt8GStv3YOKFT8CkDj6fPrfuZiE3U/RTZREXHTOdnuye/oAAK6f+Q6lmjLTaVS4i4hIwPB6vRT/8BbLr9+ews8fA28tEX12oO8N35J21pOExia7HVGk2wvxhHDPnscTGRrGmtJC7vnxU7cjdRsq3EVEJCBUF2ST/ejx5Dx+om9N9hh6nHg3WTf/QPTgPdyOJyJ+Bib24IrhBwHw/OKZ/Lh+pcuJugcV7iIi4iqv10vR15NY/n/DKP3xPQBidzyc/nf8TMoRV+MJC3c5oYg05oJh+7BdSgZevFzz7VtU6sZMHU6Fu4iIuKZy7R+svudg1r5wAbVlRYTG9yD9gpfJvOIDrckuEuDCQ0K5d6/jCfF4sIVreernGW5H6vLC3HpiY8wuwARgJNALKAIWALdaa2c2cUwC8DuQBhxrrX23wf5I4FbgDCAZWAhMsNZ+0TGvQkRE2sJbU03Bpw+z4Z2b8FaWARC/x6n0OvVBQuN7uJxORFpqpx59GLfdXjzzy7c8svBLjh80kt5xSW7H6rLcHHEfhPOHw7PAJcC9OAX8DGPMwU0ccyMQt4U+XwSuACYDlwG1wDRjjCZHiogEiIqVC1l5257kTbkWb2UZYSl9ybziAzIueFlFu0gQumL4QaRFx1NeU8WtP3zkdpwuzbURd2vtFGCK/zZjzJPAUpyi+7MG+4YA/wLuAG5u2J8xZhRwMnCFtfYh37aXgJ+Bu4F92/s1iIhIy9VWlpP//u3kT7sXfHNhEw+8iJ5j7iAkOt7ldCLSVvERUUzY9Qj+NWMKHy3/iW+z/2DvTN1noSME1Bx3a+0mYD2Q1MjuB4EPga+bOHwMUAVM8uuvHHgO2NsYk9GuYUVEpMXKlnzHiokjyf/wTqipJjzd0Pf/vibtjEdVtIt0AccOHM6otP4A3Djrfapqa9wN1EW5NuJexxgTD0QCqcCZwDCceer+bY4ADgK2A/o20dUI4DdrbUmD7XMADzAcyGm34CIi0qzaik3kvXUDhZ89Al4vhIaRcsS1pBw1gZCIKLfjiUg78Xg83L77Pzns/UdZUrSOFxbP5Pxh+7gdq8txvXAHXgCO931fCTyFMx0GAGNMOM5o+6PW2j+NMU0V7hnAmka21xXrmY0dZIwpbCZfYjP7RUSkEWVLviN30rlUrV0CQGTWSNLPnURkv51cTiYiHWG7lEzOMLvz39++56GFX3DC4JEkR8W6HatLCYSpMrcAhwDnAN/hjL77L9p7GZAC3N5MP9FAY/fcLffbLyIiHay2YhPrXruKVXfs5xTtoeGkHncb/W6cqaJdpIu7esRBJEREsbGynEcWfel2nC7H9RF3a+1PwE8AxpjJwFyc1WHGGGPScFaSud5aW9hMV2U4RX9DUX77G3v+pC116huR16i7iEgLlC2ZSe6kczYfZR/3PJF9d3A5mYh0huSoWC7ZcX/umDuNF3/9nrO23YOs+FS3Y3UZgTDiXs9aWwW8BxxnjInGWee9CPjUGNPfGNMfSPc17+Xb5vH9nIMzXaahum3ZHZdcRKR7q60sY/1rV7Pqjn39RtlvdUbZVbSLdCtnb7snmbGJVNXWcM+8T92O06UEVOHuE41zMWk80A/nYtQlwDLf12u+dk/7fq4bZV8ADDXGNFznfTff48KOiywi0n2V/fE9KyaOpOCTB8HrJTJrBFk3zyH1nxPwhIU334GIdCnRYeFcO/JQAN5btpAF61e5nKjrcK1wN8b0bGRbAnACsMpauw64Ezi2wdeNvuZ3+X6u9P08FWdu/Di//iKBs4HvrLUacRcRaUe1lWWsf/1aVv1nX6pyf4fQMFKPvZl+N35PZN8d3Y4nIi46btBwtk9xJj3c9sPHeL1elxN1DW7OcZ9ijCkHZgK5OCPrZwN9cG6khLV2dsOD/FaBmW2tfbduu7V2tjHmTeAe35rtf+IsL5kFnNVhr0JEpBsqWzqH3GfOoirXAhDZb7gzl10Xn4oIEOIJ4YZdj+CUT55j9tplfJP9B/v23sbtWEHPzcJ9MjAW526oyUAhMAs4w1rb1E2WmjMWuM33mAwsAo6w1n631WlFRARvdRUb3r/duZFSbY0zyn7UBFKOvF7TYkRkM/tkbsMe6QP5Pncp983/jH0yB+PxeJo/UJrk0UcXW2aMKYyPj0+cO3eu21FERFxVsWYxuc+cScWKHwGI6DOM9PNeJCprhMvJRCRQzcpdyphpzwDw0sFnc0Af43KioNDkXzeBeHGqiIgEEG9tLQWfPMzKm3ZxinaPh+TDr6bfTXNUtIvIFu2ePpB9MgcDcP/8zzTXfSupcBcRkSZVbVjJ6nsPYf1rV+KtriCsR3/6XPclPU+6m5Dwxm6dISKyuauGHwzAwrzVfL7qV5fTBDcV7iIi8jder5eN373Eiht2ouxX5+6HCfueQ//bFhBj9nE5nYgEk13SshjdewgA92nUfauocBcRkc1Ub1xPzmMnkPvs2dSWbSQ0oReZl71L+jnPEhId73Y8EQlCV41wRt1/yc9h+mrrcprgpcJdRETqlSz4kBU37ETJvHcAiNv5GLJuX0TciKNcTiYiwWxEz771c90f/+krV7MEMxXuIiJCbVkxuc+fT/ZDR1OzcS0h0Qmkn/cCGZdMJSzhb/fLExFptUt2GA3AnLXLmbN2uatZgpUKdxGRbq5syUxWTBzBxhnPARC97f5k3baAhL3Gas1lEWk3e2YMYqcefQB44qevXM0SrFS4i4h0U96aavLeuZlVd+xH1fpleMIi6XnKA/S55lPCe2S5HU9EuhiPx8PFvlH3z1f9xq/5ue4GCkIq3EVEuqHKdUtZdcd+5L93G3hriey7E/1u+YHkQy/DE6J/GkSkYxyWtR2DEp3pdxp1bz39dhYR6Ubql3mcOILyP2cBkHzYlfSd+D2Rvbd3OZ2IdHUhnhAu2mE/AN5ftojVJQUuJwouKtxFRLqJmtICcp88ldxnz8ZbXkJoUga9r/mEniffq5spiUinOXbgcNKi46nx1vLir9+7HSeoqHAXEekGNv32NStuHEHxnDcAZ5nH/rcvJHb7g1xOJiLdTURoGGOH7g7Aa7/PYVNVpcuJgocKdxGRLsxbXUne1AmsvvtAqvNX4YmIIe3sp8m4ZCqhcaluxxORbur0obsRGRpGUWU5b/35o9txgoYKdxGRLqoy93dW/mcf8j+8C7xeIvvvTNat80jcb5yWeRQRV6VGxXHMwJ0AeH7xTLxer8uJgoMKdxGRLsbr9VL09SRWTNyZimVzweMh5cjr6HfDt0SkD3E7nogIAOdutxcAS4rWMSN7ictpgoMKdxGRLqSmZAM5j41h7QsX4K3cRFhKX/r8+wt6jPkPnrAIt+OJiNTbLiWT3dMHAPDc4u9cThMcVLiLiHQRm379iuU3DKdk3rsAxI06gazb5hMzdD93g4mINKFu1H36asvSojyX0wQ+Fe4iIkHOW1NN3ts3sfqeg6gpzMYTFUf6eS+QMf41QmOT3Y4nItKkQ/puR+/YJABe+/0Hd8MEARXuIiJBrGrDSlbddQD579/+1wWot8wjYa+xugBVRAJeaEgIpwzZFYA3/phLZU21y4kCmwp3EZEgVTz3bVbcOILyJc7c0OTDrnQuQE0b7HIyEZGWO2mbXQj1hLChvJRPVi52O05AU+EuIhJkaivLWPvSxeQ8dgK1mwoJje9J7ys/pOfJ9+oCVBEJOhmxiRzUdygAk+1sl9MENhXuIiJBpGLNL6y8dXeKpj8FQMx2B5J123xidzzc5WQiIm136pBRAHyX86cuUt0CFe4iIkHA6/VS+NUzrLxlNypX/wwhofQYcwe9r/4fYUkZbscTEdkqo3sP0UWqLRDWloOMMf2Bg4A04BVr7XJjTASQDuRaayvbL6KISPdWU1rI2hcvoOSHqQCE9ehPxoWvED14d5eTiYi0j7qLVO+b/xlv/DGXa0YeTERom8rULq3VI+7GmLuBJcAzwK3AQN+uKGAxcFG7pRMR6ebKlsxkxcSR9UV73KgTyLplnop2EelyTtpmF0I8HjaUl/Llaut2nIDUqsLdGHMBcA3wOHAIUL/WmLV2I/A+cFR7BhQR6Y68tTVs+OBOVt05muoNK/BERJN29tO+tdmT3I4nItLuMmIT2SfDWRXrzT9+dDlNYGrtiPtFwDvW2suB+Y3sXwSYrQ0lItKdVRfmsPrew9jw1g1QW0NEnx3od9McEvcbp7XZRaRLGzN4ZwC+WP0bBeWlLqcJPK0t3IcAn21h/3qgR9vjiIh0b6U/f8aKiSMp+3U6AIkHjKffxO+J7L2dy8lERDreYVnbERceSVVtDe8tW+R2nIDT2sK9HIjdwv4soLDNaUREuilvTTV5b93ImvsPp2bjOkJiksi4dCppYx8jJCLa7XgiIp0iOiyCf/TfAYCpmi7zN629XHcOcCxwf8Mdxpgo4Azgu5Z0ZIzZBZgAjAR6AUXAAuBWa+1MX5sY4GzgGGAYEMdfF8Y+a62tadBnJM4Fs2cAycBCYIK19ovWvUwRkc5TXZBNzlOnUWZnABA1cBQZ418jvGd/d4OJiLhgzOCRTFkylwV5q/ijcB2Dk3q5HSlgtHbE/V5gD2PMy8COvm3pxphDga+APsB9LexrEM4fDs8Cl/j67gXMMMYc7GszEHjU9/0DwNXAcuBJnOK9oReBK4DJwGVALTDNGLNHCzOJiHSq0p8+cabG+Ir25EOvoO//fa2iXUS6rd3S+tM3LhmAqX9q1N2fx+v1tuoAY8z5wMNABM6qMnUdVALjrbUvtjWMb4R9KTDXWnukMaYHkGat/aVBu+dxRuIHWmuX+baNAmYDV1hrH/JtiwJ+BrKttfu2MVNhfHx84ty5c9v6skRE/sZbU82Gd24m/8M7AQiJTSZ93PPEjfiny8lERNx374+f8vDC6WTGJjLrhH8T4ulW9wxtchWCVp8Fa+0zwADgcpyR76dxRsIHb03R7ut7E84Frkm+n/MaFu0+7/geh/ptGwNUAZP8+isHngP2Nsbo1oIiEhCq8lez+u6D6ov2qIG7kXXLPBXtIiI+xw0aAUB2aRHz1q10OU3gaPEcd2NMHPAIMM1a+yZ/TWHZKsaYeCASSAXOxJnLfmszh6X7HvP8to0AfrPWljRoOwfnL5fhQM7W5hUR2Rqli6aR88yZ1JZsACD5sCvpMeY/eMIiXE4mIhI4BiX2ZLuUDBbn5/DBskXsmtbf7UgBocWFu7W2xBhzMi28+LQVXgCO931fCTwF3NFUY2NMBM5o/5/APL9dGcCaRg6pK9Yzm+ivsJl8ic3sFxFplremmry3J1Lw0d0AhMSm+KbG6J51IiKN+eeAHVmcn8NHy3/iplFHEhrSrabLNKq1Z2Ax0L+dM9yCcxfWc3D+KIgEwrfQ/jFgW+Bia22t3/ZooKKR9uV++0VEOl3VhlWsuuuA+qI9avAeZN06T0W7iMgWHDXAWQdlbVkxc9YtdzdMgGjtcpD3AE8YY1621v7eHgGstT8BPwEYYyYDc3FWhxnTsK0x5hrgPOB6a+0nDXaX4RT9DUX57W/s+ZO2lM83Iq9RdxFpk5KFH5P77Fl/TY054hp6HHcbnrAtjU+IiEhWfCo79ejDwrzVfLBsEXukD3Q7kutaW7gPBVYBPxljPsRZU31TgzZea+1tbQljra0yxrwH3GCMibbW1hfbxpizgLuBx621dzVyeA7OdJmG6rZltyWTiEhbeKuryHv7Rgo+vhfwTY0570Xihv/D5WQiIsHjqP47sjBvNR8t/4lbdzuKsJBQtyO5qrWF+81+3x/bRBsv0KbC3Sca52LSeHyj5MaYo3FWi3kL+FcTxy0ALjPGxDW4QHU33+PCrcgkItJiVRtWkvPkaZT/MROAqMF7kjH+VcJT+7qcTEQkuBw5YAdun/sxG8pL+T53KftkbuN2JFe1do77gBZ8tehzDGNMz0a2JQAnAKustet82/YFXgdmAKc3mNfubyrO3Phxfv1F4qz3/p21ViPuItLhShdNY8XEneuL9uQjrqXvddNVtIuItEGfuGRG9uwHwPvLFrmcxn2tGnG31q5ox+eeYowpB2YCuUBfnCK7D3AygDEmC3gfZxR/KnCCMca/j5nW2qW+bLONMW8C9/jWbP8TZ3nJLOCsdswtIvI33toa54ZKHziLYoXEpTpTY3Y6wuVkIiLB7agBO/Dj+pV8unIxd+1xbLdeXaa1U2Xa02RgLM7Ul2SgEJgFnGGt/drXZgB/XRj6eCN9nI1zp9U6Y3Gm6Yz19bkIOMJa295LWIqI1KsuWkvOU6dT9ut0wFk1JmP8axplFxFpB4f2255b5nzEhvJS5q1fyahuvKa7x+v1trixMeb5FjTzWmvPbXukwGKMKYyPj0+cO3eu21FEJABtst+Q8+Qp1BQ6t4xIOuQyep54l26oJCLSjg5572EW5+dwwbB9uXHXLv9JpqepHa0dcT+rBW28QJcp3EVEGuP1eimYdj95U/8PamsIiYon7dzniN/1+OYPFhGRVjm033Yszs/hfyt+4YZdDsfjabK27dJaO8f9b5OKjDGhOBekXg3sABzWPtFERAJTTWkhuZPOpnT++wBE9N2RzIunEJE+xOVkIiJd06H9tuPBBV+wongDvxeuwySnuR3JFVs9u99aW2OtXWKtvQDYgLPWuohIl1S+/EdW3rxrfdGesM9Z9LvhOxXtIiIdaPuUTHrHJgHwycpf3A3jova+LPd/gD4nFpEux+v1UvjVM6y6fW+q1i/FEx5F2jnPkn7uc4RExrgdT0SkS/N4PBzabzsAPlm52OU07mnvwj0FiGvnPkVEXFVbUUrus2ex7sXxeKsrCE8bTL8bZ5K47zluRxMR6TYOzdoegIV5q8kuLXI5jTvaZTlIY0wScBBwBTCvPfoUEQkElTmW7MdOoHKN89Fs3M7Hknbuc4TGJDZzpIiItKfd0vqTGBFNUWUZX6z6lTOG7u52pE7XqsLdGFOLs2pMYzxAPnDl1oYSEQkExbOnkPvC+XjLSyA0jJ4n3k3SIZd129UMRETcFBYSyujeQ3hv2UK+XG1VuLfAS/y9cPfiFOy/A69Za4vbI5iIiFtqqyrIe/0aCr9w7vsWltybjIteJ3qbPV1OJiLSve3fxyncv835k4qaaiJD3byXaOdr7XKQZ3VQDhGRgFCVt4KcJ06mfOkcAGK2P4j0CyYTltDT5WQiIjK6twFgU3UlP6xdzt6Zg11O1LladXGqMWaiMWbYFvZvb4yZuPWxREQ6X+miaay4aRenaPd4SD3mJnpf9bGKdhGRANEjOo6devQB4MvV1uU0na+1q8rcDOy4hf3DgJvanEZExAXe2hry3prImgeOpLY0n5C4VHpf9TGpx0zEExLqdjwREfEzurdz34zpKty3WhRQ3c59ioh0mOqN61lz3+Hkf/AfAKIG70HWLfOIHXaIy8lERKQxB/RxpsssKVrH6pICl9N0rmbnuBtjEoAkv02pxph+jTRNAU4DVrVPNBGRjlW2dA45j51Adf5qAJIO/hc9T7obT1iEy8lERKQpw3v0JSkyhsKKTd1udZmWjLhfASzzfXmBh/x+9v+ah7OW+1MdEVREpL14vV4Kpz/Fqv/sS3X+ajyRsWRc9Bq9TntQRbuISIALDQlhv97bAN1vnntLVpX5yvfoASYC7wCLGrTxAiXALGvtzHZLJyLSzmorNrHupYvY+N3LAERkDCXj0qlEZm7rcjIREWmp/Xsb3lu6kO9y/qSqtobwbnI9UrOFu7X2a+BrAGNMFvCUtXZ2RwcTEWlvlev+JOfRE6hYtRCAuF2OJ/3c5wiJjnc5mYiItEbdMpCl1ZUsXL+aXdKyXE7UOVq7jvvZHRVERKQjlSz4kNynx1JbVgQhoc5dUA+9XHdBFREJQukxCWyT2IslRev4JmeJCvctMcaEAkOBZBqZJ2+tnbGVuURE2oW3toYN79xSv2pMaEIaGRe9RszQ/VxOJiIiW2OvzEEsKVrHt9l/csXwg9yO0ylaXbgbY/4NXAckbKFZ95hoJCIBraY4j5ynT2fTz58BEDV4TzIvnkJYcqbLyUREZGvtnTGYF3/9nh/Xr2RTVSUx4V1/cYHW3jn1XOBOYAFwA84Fqw8B9wL5wFzgnHZNKCLSBuXL5rLi5l3ri/akgy+l73VfqGgXEekidk8fQIjHQ1VtDXPWLXc7Tqdo7Q2YxuOsHLM/8Ixv20fW2utw7qjaH422i4iLvF4vhV89y6r/7EP1hpV4ImJIv3AyvU57SEs9ioh0IUmRMeyQ2huAb7P/cDlN52ht4b4t8Kbve6/vMRTAWpuDU8xf1j7RRERap7ayjLXPn8e6Fy/EW11JePoQ+k38noTdT3E7moiIdIC9MgYB8F3Ony4n6RytLdxrgFLf93WPqX77lwPbbGUmEZFWq1q/jFX/2YeN37wAQNzOx9DvptlE9hnmcjIREekoe2c4y0L+vCGbgopNLqfpeK0t3FcCAwCstRXAKmAfv/274sx1FxHpNKWLprHi5l2pWDEfPCH0OPFuMi6ZSmj0lq6hFxGRYLdrWhYRIaF48fJ9zlK343S41q4qMwP4B3C97+c3gcuNMdE4fwScDjzffvFERJrmra1lw3u3kf/+beD1Ehrfk4zxrxKz3QFuRxMRkU4QHRbBiJ79mL12GbPXLuOI/l37U9bWFu4PAwuNMdHW2jLgJmAIcKZv/6c4S0WKiHSompJ8Z6nHnz4BIGrQ7mRcPIXwlD4uJxMRkc60W1p/Zq9dxpy1y92O0uFae+dUC1i/n0uBfxpjEoEaa21JO+cTEfmb8uU/kv3YCVTnLQcg8cCL6HXK/Vo1RkSkGxqVPgAWfckv+dkUV5YTHxHldqQO0+LC3RgTBzwCTLPWvum/z1pb1N7BREQaUzTjeda9dAne6go8EdGknfUUCXue7nYsERFxyc49+xHi8VDr9TJv/UpG9x7idqQO0+LC3VpbYow5GfiuPZ7YGLMLMAEYCfQCinBu7HSrtXZmg7Z7Avf42m4EpgDXW2s3NWgXCdwKnAEkAwuBCdbaL9ojs4i4p7aynPWvXEbR15MACE8bTOYlbxLZd0eXk4mIiJviI6LYLjmDn/OzmZO7rEsX7q1dVWYxzk2W2sMgnD8cngUuwbn7ai9ghjHm4LpGxpjhwBdAFHAlMAm4AKd4b+hF4ApgMs568rXANGPMHu2UWURcULVhJavu3K++aI8dcRT9Js5W0S4iIgCMSusPwOwuPs+9tRen3gM8YYx52Vr7+9Y8sbV2Cg2Kb2PMk8BSnKL7M9/mO4ANwOi6OfTGmOXAs8aYA6y1033bRgEnA1dYax/ybXsJ+Bm4G9h3a/KKiDs2LZ5OzpOnUFOc5yz1ePxtJB9xLZ6Q1o47iIhIVzUqfQDP/zqTBXmrqKipJjK0tSVucGjtqxqKs3b7T8aYD4ElQMPV7r3W2tvaEsZau8kYsx5IAjDGJAAHA/c2uPD1JeBB4ERgum/bGKAKZ0S+rr9yY8xzwH+MMRm+u7uKSBDwer0U/O8B8t64Dry1hMSlknHhK8QOO7j5g0VEpFvZzTfiXlFTzU95a9glLcvdQB2ktYX7zX7fH9tEGy/Q4sLdGBMPROLcgfVMYBjOPHWAHXwZ5/ofY62tNMYsAEb4bR4B/NbIyjZzAA8wHFDhLhIEastLyH1+HCVznOvgI7NGkHnJVMJ79nc3mIiIBKSe0fEMSOjBso15zF67TIW7z4AOyPACcLzv+0rgKZzpMQAZvsfGCu4cwH/uegawpol2AJmNPbkxprCZfInN7BeRdlS59g+yHz2eytU/A5Cw1xn0OvNJQiKiXU4mIiKBbFRaf5ZtzGPO2uVc7HaYDtLaddxXdECGW4CngT44q8FEAuFABVD3L3VFI8eV++3H931T7WjQVkQCUMmCj8h9+gxqy4ogNIxepzxI4oHj8Xg8bkcTEZEAt2uvLKYsmcuP61fi9Xq75L8dbZ65b4wZDKQBP2/NOu7W2p+An3x9TsaZFvMizpz1Ml+zyEYOjfLbj+/7ptrRoK3/8ydtKZ9vRF6j7iIdyFtbS/77t7Ph3VsACE1MJ/PiKUQP2dvlZCIiEixG9uoHQEHFJpYXb2BAQg+XE7W/Vi/LYIw50hjzJ84dVGcAO/u29zLG/GGMGdPWMNbaKuA94DhjTDR/TXPJaKR5BpDt93POFtrRoK2IBIia0kKyHz6mvmiPGrwHWTf/oKJdRERaZXBiT+LDnTHc+etXuZymY7SqcDfGjAbeAfJxprjUfwZhrV0H/ImzJOPWiPb1G4+zlGM1sEuDHBE4F5su8Nu8ABjqu8Orv918jwu3MpeItLOKNb+w8tbdKV34EQCJB1xI3+umE5bc6CUpIiIiTQrxhLBTj76ACvc6E3EK4N2AxxvZ/z3O3U2bZYzp2ci2BOAEYJW1dp1vCs7nwBkNCvIzgDjgTb9tU3Hmxo/z6y8SOBv4zlqrEXeRAFI8501W3roHVWuX4AmLJO3cSaSNfRxPWITb0UREJEiN6Nm1C/fWznHfFZhora01xjS2fzWQ3sK+phhjyoGZQC7QF6fI7sPmo/YTfG2+MsZM8u2/Cphmrf28rpG1drYx5k3gHmNMBs7o/5lAFnBWi1+hiHQob001eW/dQMHH9wIQltKXzEunEjVgl2aOFBER2bKRvsL9l/xsyquriAoLdzlR+2rtiHsIja/cUqcHzpKOLTEZiAH+BTwJXIQzmr+/tfaNukbW2h+Bg3zP+yBwHvAszsh8Q2OBh32Pj+CMwB9hrf2uhZlEpAPVFOex5v4j6ov26G0PoN/NP6hoFxGRdjGip3OBalVtDb/kd73b97R2xP1XYB/giSb2H0kL55Jba58Hnm9h22+BvVrQrhy4xvclIgGkfPmPZD86huoNzqqyyYddRY8T7sDTRW9LLSIina9HdBx945JZVVLA/PUr2dm30kxX0dp/MZ8DHjHGfA6879vmNcbEAHfh3BBpbDvmE5EuoOjb/7LuvxfhrSrHExFD+rmTiN/tJLdjiYhIFzSyZz+ncM/revPcWzVVxlr7JDAFZ6rKEsALvAYUAZcAL1prX2nvkCISnLzVlax9+VLWTjoHb1U54b0G0W/i9yraRUSkw9RfoLqumxfuANba04HjgS+A33CWhvwYOMFae277xhORYFVdmMOquw+i6AtnZl3sjofT76Y5RPYZ5nIyERHpyuoK95Ul+WwoL3E5Tftq0+RSa+07OOu5i4j8TdmSmWQ/fiI1hc6FQSlHTyT16BvxhLR6rEBERKRVtkvJJNQTQo23lp83ZLNf7yFuR2o3W/WvqDEm2neHUxERvF4vhV88yaq7DqCmMIeQ6AQyL3uXHsfepKJdREQ6RXRYOIMTndsF/bSha93Gp9Uj7saYXsDNwDFAmm/bOpwR+FustWvbMZ+IBInayjLWvXQxG7/9LwARmduR+a+3iEjvOiMdIiISHHZI7Y0tXMvPG9a4HaVdtWoIzBgzAJgPXIhzQep7vq9C37YfjTED2zmjiAS4qrwVrLpjv/qiPW6X4+k38XsV7SIi4ophqZkA/NzNR9zvB1KB46y17/rvMMYci7PCzH3Ace2STkQC3qbF08l58hRqivPAE0KPE+4g+fCr8Xg8bkcTEZFuaofU3gAsL97AxspyEiKiXE7UPlo76fRA4PGGRTvUX7D6pK+NiHRxXq+X/Gn3s/reQ6kpziMkLpXeV08j5YhrVLSLiIirtveNuAP8kt91Rt1bW7h7cdZvb8rvvjYi0oXVlpeQ8+Qp5E25Fry1RGaNIOumOcRuf5Db0URERIgLj2RAQg+ALjXPvbWF+9fA/lvYPxr4qq1hRCTwVa79g5W370XJnDcBSNjrDPpO+Ibwnv3dDSYiIuJnB9+oe1daWaa1hfvlwO7GmPt9q8sAzkozxpgHgN18bUSkCypZ8BErbx5F5eqfITSMXqc/Stq4FwiJ0KqwIiISWIb55rl3pRH31l6c+gUQhVOcX26MKfRtT/I95gHTjTH+x3ittYPaHlFE3OatrSX//dvZ8O4tAIQmppN58RSih+ztcjIREZHG1Y24/1G0nrLqSqLDIlxOtPVaW7ivRHPYRbqVmtJCcp8ZS+nCjwCIGrwHmRe/QVhyZjNHioiIuGdYivPvVK3Xy+L8HHbuleVyoq3XqsLdWju6g3KISACqWPML2Y8cT9Va55r0xAMupNepD+LpAqMWIiLStSVHxZIRk0jOpiJ+LcjtfoW7iHQfxXPeJPe5c/FWlOIJi6TXmY+TuM/ZbscSERFpsaHJ6eRsKuK3gly3o7SLNhfuxpgYnJsx/W3BZmvtyq0JJSLu8dZUk/fWDRR8fC8AYSl9ybx0KlEDdnE5mYiISOsMTU7nyzW2exbuxphQ4N/AxUD6FpqGbk0oEXFHTXEeOU+eyqbFXwAQve0BZIx/lbCEni4nExERaT2TnAaALViL1+sN+hsEtnbE/QHgUuBH4E2goN0TiYgrypf/SPajY6jesAKA5MOuoscJd+AJ1Yw6EREJTtsmO+PMBRWbWFdWTFpMgsuJtk5r/0U+DXjbWjumI8KIiDuKvv0v6/57Ed6qcjwRMaSfO4n43U5yO5aIiMhWGZTYk1BPCDXeWn4ryA36wr21N2AKBz7tiCAi0vm81ZWsfflS1k46B29VOeG9BtFv4vcq2kVEpEuICgtnQEIqQJeY597aEfeZwHYdEUREOld1YQ7Zj59E+ZLvAIjd8XDSL5hMaGySu8FERETa0dDkdP4oWo8tWOt2lK3W2hH3a4FTjTFHd0QYEekcZUtmsuLmXeuL9pSjJ5J5+fsq2kVEpMsZ6pvn3u1G3K21PxljzgPeMsZkA8uAmgbNvNbaA9sroIi0H6/XS9H0p1j36hVQU0VIdALp579E3Iij3I4mIiLSIeoKd1u4lpraWkJDWjtuHThauxzkP4A3cEbqE4B+HRFKRNpfbWU56166iI3f/heAiMztyPzXW0SkD3E5mYiISMepWxKyoqaaFcX5DEzs4XKitmvtHPc7gVXAsdbanzogj4h0gKq8FWQ/dgIVy+cBELfL8aSPe56QqDiXk4mIiHSsrPgUosPCKauu4reC3KAu3Fv7WcE2wCMq2kWCx6bF01l5yyinaPeE0OPEu8i4eIqKdhER6RZCPCEMTuwFwJ9F611Os3VaO+K+AojqiCAi0r68Xi8F/3uQvDf+Dd5aQmJTyBj/KrHDDnY7moiISKcalNiTnzas4Y+idW5H2SqtHXF/BBhnjNFQnUgAq60oJfep08ibcg14a4nMGkHWzT+oaBcRkW5pcGJPAP7oZiPuJUAh8Ksx5gUaX1UGa+1LzXVkjNkVOAvYH8gCNuCsE3+DtfYPv3YhwPnAeGAQUAz8ANxqrZ3boM9I4FbgDCAZWAhMsNZ+0crXKRK0Ktf9SfYjx1O52pnRFr/n6aSd9RQhEdEuJxMREXHHIF/hvrRoPV6vF4/H43Kitmlt4f6i3/c3NNHGCzRbuAP/BvYC3gQWAenAJcB8Y8woa+2vvnZ3A1cDk4HHgRTgQuBbY8zO1tpfGuQ7HngI+APnD4Npxpj9rLXftyCTSFArXTSNnKdOp3ZTIYSG0fPk+0k66OKg/QUlIiLSHuoK9+KqCtaVFZMWk+ByorZpbeG+fzs+9wPAqdbayroNxpgpwE84Rf1ZvtH28cBUa+0Zfu0+9LU7EbjJt20UcDJwhbX2Id+2l4CfcYr/fdsxu0hA8dbWkv/BHWx492bweglNSCPj4inEmH3cjiYiIuK6AQk98ODBi5c/itZ3j8LdWvt1ez2xtXZmI9uWGGN+Abb1bQoDYoCG96itu/VVmd+2MUAVMMmvv3JjzHPAf4wxGdbanPbKLxIoajYVkfvsWZTOfx+AqEG7k3HJG4Qn93Y5mYiISGCIDgunb1wyK0vy+bNoPXtlDHI7Upu0dsS9nm8+eQ9gvf+o+dYwxniANJy56VhrK40xs3BG378HZuBMlbkVyAH+63f4COA3a21Jg27nAB5guO8YkS6jIvtXsh85jqrc3wFIHH0+PU97iJDwSJeTiYiIBJaBiT3qC/dg1erC3RgzErgP2BsIBQ4GphtjegGvAXdaaz9vY57TgN7ABL9tY4EpOHPc6/wO7N1gBD0DWNNIn3VtMht7QmNMYTOZEpvZL+KK4rlvkzvpbLzlJXjCIuh1xmMk7neu27FEREQC0uDEnny15vegXlmmVctBGmOGA9/grO6y2QWo1tp1QDRwZluCGGOG4lx8+i3wst+ujTjz1B8FjgMuwllL/gNjTIpfu2igopGuy/32iwQ9b20NeVMnkPPYCXjLSwhL6UOf//taRbuIiMgW/HUTpuBdy721I+63Atk401KigHMa7P8C54LRVjHGpAMfAQXACdbaWt/2MF+fn1trr/Br/znwC3AVf43OlwGNzQ+I8tv/N9bapGayFaJRdwkQNSX55Dx1Gpt+/hSAaLMfGRe/TlhCL5eTiYiIBLZBSc7KMqtLCimrriQ6LMLlRK3X2hsw7QM865tH7m1k/0qamJLSFGNMIjANpzg+1Fqb67d7X2AY8L7/MdbaJcCvOMtJ1snBmS7TUN227NbkEgk0FSsXsvKWUfVFe9Ihl9Hnmk9UtIuIiLTAoISe9d8v25jnYpK2a23hHgUUbWF/q9bWMcZEAR8AQ4AjrbW2QZM032NoI4eHs/knBguAoY3c1XU33+PC1mQTCSQbZ77Cytv3omr9MjwR0aRf8DK9Tn0AT1i429FERESCQs/oOOJ9izf8WdQ9Cvc/gZ23sP8AYHFLOjLGhOJcdLoHzvSYWY00+933eHKDY0cCBpjvt3kqTjE/zq9dJHA28J21ViPuEnS81VWse+UKcp8Zi7eyjPCeA+h3w3ck7HGq29FERESCisfjoX9CDwBWFG9wOU3btHaO+6vAjcaYN/iraPYCGGOuAg4DLmthX/cD/8QZcU8xxpzut6/EWvuutXaeMeYz4FxjTBLwOc7Ul0uBUuDhugOstbONMW8C9xhjMnD+yDgTyMK5g6pIUKkuWkvOE6dQ5rt9QsywQ8i48BVC41KaOVJEREQakxWfwk8b1rB8Y/co3O/DWf7xE+A3nKL9QWNMTyAd+Ax4ooV9Dfc9HuX78rcCeNf3/dHA1Tij7kfgrBzzDXCDtfaPBseNBW7zPSYDi4AjrLXftTCTSEAoWzqHnEfHUF3grHCacuT1pB53C56QxmaNiYiISEtkxacCsKI43+UkbePxehu7xrRpvpVeLsVZc31bnJsbLcFZHvJha211e4d0kzGmMD4+PnHu3LluR5FuoujrSax7+VK81ZV4ouJIP+9F4nc+1u1YIiIiQe/V3+dw7XdvkxmbyJwTr3c7TlM8Te1o1Yi7MeZ54Glr7YPAg43sH2WMudBa23CZSBFpRm1VBetfuYyir54FIDzdkPmvt4jM3NblZCIiIl1D3Yh7TulGyquriAqyRR5ae3HqWTg3X2rKANp4AyaR7qyqYA2r7zqgvmiPHfFP+t00S0W7iIhIO+rvK9y9eFlVUuBymtZrbeHenFigqp37FOnSNtlvWHnTrpT/OQs8HlKPu5XMS98iNLpVq6uKiIhIMzJiE4gMdSacBOPKMs1OlTHG9AP6+20aaozZt5GmKcB4oOEFoyLSCK/XS+Hnj7H+9auhppqQmCQyLpxM7I6Hux1NRESkSwrxhNA3Lpk/itYH5coyLZnjfjZwE84KMl5ggu+rIQ9Q62svIltQW7GJtf8dT/HMyQBE9NmBzH+9RUSvLc1EExERka2VFZ/KH0Xrg3JlmZYU7u8Cy3EK8+eBZ4DvG7TxAiXAD9baVe2YT6TLqVq/nOxHj6di5QIA4nc7ibRzniUkMtbdYCIiIt1AVrxzP5QuOVXGWrsQWAhgjMkC3rLW/tzRwUS6otKfPyPnyVOpLc2HkFB6nng3SYdejsfT5MpPIiIi0o6yEoJ3LfdWLQdprb2lo4KIdGVer5eCj+8lb+oE8NYSGt+DjIteJ2bb/d2OJiIi0q3UrSyzqjifmtpaQkPae62WjtPaO6eKSCvVlhWT+9y5lMx9C4DIAbuQecmbhKf2czmZiIhI91M3Vaaytoa1mzaSGZfkbqBWUOEu0oEqc38n+5HjqcxeDEDCPmfR64zHCYmIcjmZiIhI99Tbr1BfXVoYVIV78Hw2IBJkSuZ/wMpbdnOK9tBweo19jLRzJqloFxERcVF0WASpUc6CEKuD7CZMGnEXaWfe2lo2vHcr+e/dBkBoUgaZF79B9DZ7upxMREREAPrEJbOhvJQ1JYVuR2kVFe4i7aimtIDcZ8ZSuvBjAKK22YvMi6cQlpThcjIRERGp0zs2iYV5qzXiLtJdVaxaRPYjx1O1fikAiQdeRK9T7scTFuFyMhEREfHXxzevfU1poas5WkuFu0g72DhzMmtfvBBvZRme8CjSznqShL3Guh1LREREGtE7LhlAU2VEuhNvdSXrX7uawi8eByC85wAyLnmTqKwRLicTERGRpvSOTQJgdWkBXq83aG6EqMJdpI2qC7LJfvwkyv+YCUDMDoeSccFkQuNSXE4mIiIiW1I3VaasuoqCik2k+FaZCXQq3EXaYJP9hpwnTqamKBeAlKNvJPXoG/GEhLqcTERERJpTN1UGnCUhVbiLdEFer5fCTx9h/ZRroLaGkOhE0i94ibjhR7odTURERFooKSKa2LAISqsrWV1SyI49+rgdqUVUuIu0UG1FKWtfOJ/iWa8DENF3RzIveZOItMEuJxMREZHW8Hg89IlLxhauJTuIVpZR4S7SApW5S8h+bAyVq38GIH6PU0k762lCImNcTiYiIiJt0TsuCVu4NqjWclfhLtKMkvnvk/vMmdSWbYTQMHqefD9JB10cNFegi4iIyN/VrywTREtCqnAXaYK3toYN79xM/gd3ABCamE7mxVOIHrK3y8lERERka/X2rSyTs6nI3SCtoMJdpBE1JRvIeep0Nv38KQDRQ/Ym46LXCUvKcDmZiIiItIf0mAQAcjdtdDlJy6lwF2mgfPmPZD92AtV5ywFIOvhf9DzpHjxh4e4GExERkXaT5ivc15cVU11bQ1gQLOmswl3ET9E3L7Duvxfjra7AExFD2jnPkLD7KW7HEhERkXaWHpMIQK3XS155af0IfCBT4S4C1FZVsP6Vyyn66hkAwtMGk3nJVCL77uByMhEREekI/oV6bmmRCneRYFC1YRU5j59I+dI5AMQOP5L08/5LqO9qcxEREel64sIjiQmLYFN1ZdDMc3e1cDfG7AqcBewPZAEbgJnADdbaPxq0jQSuBc7wtc0HZgHnWGsL/NolAfcAxwIxwGzgSmvtgo59NRKMNv36JTlPnEJN8XrweEg99hZSjrweT0iI29FERESkA3k8HtJjEli6MY+1Ktxb5N/AXsCbwCIgHbgEmG+MGWWt/RXAGBMBTAN2Ap4BlgA9fMfGAAW+diHAR8AOwH04fwhcBHxljNnZWvtn5700CWRer5eCafeT9+b14K0lJDaZjAsmE7vjYW5HExERkU5SV7hrxL1lHgBOtdZW1m0wxkwBfsIp6s/ybb4KGAHsbK1duoX+xgB7Asdaa9/19fcG8DtwEzC2nfNLEKotKyb3uXMpmfsWAJFZI8i85E3Cew5wOZmIiIh0prT6JSGDYy13V+cDWGtn+hftvm1LgF+AbaF+FP1S4Blr7VJjTIQxJqqJLscA2cB7fv2tB94AjjHGaD2/bq4y+zdW3rp7fdGesPeZ9J3wjYp2ERGRbqhuZZm1m4pdTtIyATeR1xjjAdKAPN+m7YEM4A9jzFRgE1BmjJlljNm5weEjgHnWWm+D7XOAeGBwxyWXQFf8w1usuHU3KnN+g9Bweo19nLRznyMkItrtaCIiIuKC9NjgGnF3e6pMY04DegMTfD/XFdt3AkuBM4FYYCIw3Rizo7V2ha9NBjC9kT5zfI+ZwK/+O4wxhc3kSWxNeAk83ppq8t66gYKP7wUgLLk3GZe8SfSg3VxOJiIiIm5KC7K7pwZU4W6MGQo8DnwLvOzbHOd79AIHWGtLfG1n4lzQejlwha9NNFDRSNflfvulG6kuWkvOk6dS9ttXAEQPHU3GRa8RltDL3WAiIiLiugxf4b6xspxNVZXEhEe4nGjLAqZwN8ak46wIUwCcYK2t9e0q8z1+UFe0A1hrfzbGLMRZWQa/tpGNdB/lt38z1tqkZnIVolH3oFS25DuyHz+JmkLnA5fkw66ixwl34AkNmLe9iIiIuKhujjs4o+4DE3u4mKZ5AVHBGGMScZZ7TAT2stbm+u2um+aytpFD1wKDGrTNaKRd3bbsrYwqQcDr9VL46SOsf+NaqKkmJCqetHHPE7/LcW5HExERkQDSMzqu/vu1ZSrcm+VbIeYDYAhwoLXWNmjyE1CFM++9oT7Aer+fFwB7GmM8DS5Q3Q0oATa7qZN0PbVlxeQ+P46SH6YCENFnGJmXvElE+hCXk4mIiEigiQgNIykyhsKKTeSVlTR/gMtcXVXGGBMKTAH2wJkeM6thG2vtRuAT4GhjTA+/Y/fAWXHmc7/mU3EuQD3ar10P4ATgPWttVUe8DgkMFWt+YcUtu9UX7fF7nEa/G2eqaBcREZEm9YxyRt3XlwX+kpBuj7jfD/wTZ8Q9xRhzut++krqbKAHXA7OBmcaYp3BWlbkCWAU85HfMVGAW8JIx5j6cJSUvwvkD5eYOexXiuo2zXmPt8+fjrdyEJyyCnqc+SOL+F+DxeNyOJiIiIgGsR3QcS4rWsaG81O0ozXK7cB/uezzK9+VvBfAu1F+IOhq4B7gNqAY+Ba621ubXHWCtrTHGHAHcC/wLZxWZOcBYa62myXRB3upK1r92NYVfPA5AWGo/Mi9+g6iBu7qcTERERIJBj/oR98CfKuNq4W6tHd2Ktj8A+7egXQEwzvclXVjVhlXkPHEy5X86M6xihh1CxoWTCY1LdTmZiIiIBIsevgtU8zRVRqRjlP7yOblPnUZNcR54PKQePZGUf07AExLqdjQREREJInUry6wv14i7SLvy1taS/+FdbHhnIni9hMSmkHHBy8TueJjb0URERCQI/TXirsJdpN3UlBaQ+8xYShd+DEDkgF3IvPgNwntkuZxMREREglVPvznuXq83oBe2UOEuQaF8+Y/kPH4iVeuXAZC4/wX0PPVBQsIbu1GuiIiISMv0iI4HoLymitLqSuICuLZQ4S4Br+jr51j38qV4qyvwRESTduYTJOw11u1YIiIi0gX43z11fVmxCneRtqitLGPdy5ey8ZsXAAhPG0zmJW8S2XdHl5OJiIhIV1G3HCQ489wHJPTYQmt3qXCXgFS5bik5j51AxcoFAMSOPJr0cS8QGpPobjARERHpUqLCwokPj6S4qiLg13JX4S4Bp2T+B+Q+exa1mwrBE0KPE+4k+fCrAvpiEREREQlePaLjKa6qIC/Al4RU4S4Bw1tbw4a3byL/wzsBCE1II2P8q8RsO9rdYCIiItKl9YyOY9nGPNYH+E2YVLhLQKjeuI7cp05n0+IvAIgesjcZ418jLDnT5WQiIiLS1aVGxQKQX17qcpItU+EurttkvyHnyVOoKcwBIPnQK+hxwp14wsJdTiYiIiLdQXKkU7gXVGxyOcmWqXAX13i9Xgqm3Ufe1AlQW0NIVDxp504iftcxbkcTERGRbiQ5MgZQ4S7SqJrSAnKfPYvSBR8CENF3RzIvfoOI9G1cTiYiIiLdTV3hrqkyIg2UL5tL9uMnUZ23HICEfc+h1+mPEBIR7W4wERER6ZZSojTiLrIZr9dL0fSnWP/alXirK/FERNNr7OMk7n2m29FERESkG9NUGRE/tWXFrH3xAopnTwEgPN2QefEUIvvu4HIyERER6e7qLk4tq66irLqK6ABdIEOFu3S4itU/k/3YiVTlWgDiR51I2tnPEBId73IyERERkb+myoAz6h4dFph3alfhLh2q6Nv/su6li/FWlkFoOL1OeYDEA8frLqgiIiISMOqmygAUVpSSGavCXbqR2soy1k3+FxtnPA9AWGoWmRdPIWrgri4nExEREdlcQkQ0Hjx48VJQHrjz3FW4S7urzF1CzuMnUbFqIQCxO/2D9PNeJDQuxeVkIiIiIn8XGhJCYmQ0hRWbAvoCVRXu0q6Kf3iLtc+dS215MYSE0mPMf0g+7Co8ISFuRxMRERFpUkpkjAp36R681ZWsn/JvCj97BIDQpAwyxr9KjNnX5WQiIiIizQuGmzCpcJetVrVhJTlPnEL5n7MAiN72ADIunExYYprLyURERERaJjkIbsKkwl22SumiaeQ8PZba0nzweEg5agKpx0zEExLqdjQRERGRFguGmzCpcJc28dZUs+HdW8j/4A4AQuJSyTj/JWJ3PMzlZCIiIiKtl+K7CZMKd+lSqgtzyXn6dMp+/RKAqMF7kDH+NcJT+7qcTERERKRtkjTiLl1N6S+fk/v0GdRsXAdA0qGX0/OEu/AE6K2BRURERFoiISIKgOLKcpeTNE2Fu7SIt7aGDe/dRv77t4PXS0h0ImnnTiJ+l+PcjiYiIiKy1RIiogHYqML974wxuwJnAfsDWcAGYCZwg7X2jyaOSQB+B9KAY6217zbYHwncCpwBJAMLgQnW2i865lV0D9WFOeQ8dTplv30FQOSAXcm86DXCew5wN5iIiIhIO6kbcS+qLHM5SdPcvCvOv4HjgM+By4BngNHAfGPMtk0ccyMQt4U+XwSuACb7+qwFphlj9mifyN1P6c+fsWLiyPqiPemQy+g3YYaKdhEREelSEn0j7hU11VTUVLucpnFuTpV5ADjVWltZt8EYMwX4CaeoP8u/sTFmCPAv4A7g5oadGWNGAScDV1hrH/Jtewn4Gbgb0J2AWqF+1ZgP73SmxsQkkX7uc8TtfIzb0URERETaXbxvxB2cee6R0VsaK3aHayPu1tqZ/kW7b9sS4BegsRH3B4EPga+b6HIMUAVM8uuvHHgO2NsYk9EeubuD6oJsVt9zsLPUo9dL1MBRZN0yT0W7iIiIdFkJfoX7xgCdLhNQF6caYzw489cXNth+BHAQsB3Q1JqDI4DfrLUlDbbPATzAcCCnPfN2RaU/fULuM2dSU7wegORDr6DHCXfgCYtwOZmIiIhIx6mbKgNQFKAXqAZU4Q6cBvQGJtRtMMaE44y2P2qt/dMY01ThngGsaWR7XbGe2dhBxpjCZjIlNrO/S/DWVLPhnZudqTFASGwy6eOeJ27EP11OJiIiItLxosPCCfOEUO2t1Yh7c4wxQ4HHgW+Bl/12XQakALc300U0UNHI9nK//dKIqoI15D55GmW/fwNA1MDdyLjoNcJ7ZLmcTERERKRzeDweEiKiya8oDdi13AOicDfGpAMfAQXACdbaWt/2NJyVZK631hY2000ZENnI9ii//X9jrU1qJlshXXjUvXTR/8h99kxqivMASD7sSnqM+Y+mxoiIiEi3Ex8RRX5FqabKNMUYkwhMwymO97LW5vrtngAUAZ8aY/r7tqX7Hnv5tq2w1npxpsQ0dgFq3bbsdo4e1Lw11eS9PZGCj+4GICQ2hfTzXiBu+JEuJxMRERFxR6LvAlVNlWmEMSYK+AAYAhxorbUNmvTDuRh1SSOHP+17jMaZDrMAuMwYE9fgAtXdfI+bXfDanVXlryb3qdMo+/1bAKIG70HG+FcJT+3ncjIRERER9wT63VPdvHNqKDAF2AM42lo7q5Fmd+LcVMnfMOA24C5gNlC3pORU4GpgHPCQ7zkigbOB76y1GnEHShZ+TO6zZ1FbsgGA5COuocdxt+EJC3c5mYiIiIi7EjTi3qT7gX/ijLinGGNO99tXYq1911o7u+FBfqvAzLbWvlu33Vo72xjzJnCPb832P4EzgSwa3MypO/JWV5H39o0UfHwvUDc15kXihv/D5WQiIiIigaGucNcc978b7ns8yvflbwXwbhv6HIszGj8WSAYWAUdYa79rW8SuoWrDSnKePI3yP2YCEDV4T9/UmKZW1hQRERHpfuoKd60q04C1dnQbj/sK54ZKje0rB67xfQlQPO8d1j43jtpNhQAkH3EtPY67VVNjRERERBr4a467pspIJ6qtLGf961dTNP1JAELje5J+3gvE7ni4y8lEREREAlN8/Rx3jbhLJ6nM/o3sJ0+hctUiAKK3PYCMC14iLKmx1TJFREREBCAu3LklUElVY/f0dJ8K9y7E6/Wy8dsXWffyv/BWboKQUFKPuZmUI/+NJyTU7XgiIiIiAS1Whbt0htqyYtb+dzzFs14DICylLxnjXyF6m71cTiYiIiISHOpG3EurKvB6vXg8jV5W6RoV7l1A+fJ55Dx5KlVr/wAgduTRpJ8zidC4FJeTiYiIiASPeF/hXu2tpaKmmqgAW8xDhXsQ83q9FH76COvf+DfUVOEJi6DnyfeTeOD4gPsLUURERCTQ1U2VASitrlDhLu2jpjiP3EnnULrwIwDC0w0Z418lKmu4u8FEREREglScX+FeXFlBalSci2n+ToV7ENr029fkPHU6NYXZACTsfSa9Tn+EkAB7c4mIiIgEk81G3APwAlUV7kHEW1PNhvf/Q/77t4O3Fk9UHGljHydhz9PdjiYiIiIS9PxH3ANxZRkV7kGiKn81uU+fQZmdAUBk1kgyxr9KRPo2LicTERER6RrCQ0KJDA2joqZahbu0Tcn8D8iddA61pfkAJB1yGT1OuJMQv78KRURERGTrxYZFUlFTraky0jq1VRXkvXEdhZ89AkBIbArp454nbsRRLicTERER6ZriwiPJryilpFqFu7RQTckGVt97GBUrfgQg2uxL+gUvE57Sx+VkIiIiIl1XbHgEEJgXp4a4HUAaVzLvHado94SQcvRE+vz7cxXtIiIiIh2sV0wCAKGewCuTNeIeoOJ2GUN10Vpitt2f6G32dDuOiIiISLdw465HsGuvLI4bNMLtKH/j8Xq9bmcIaMaYwvj4+MS5c+e6HUVEREREuj5PUzsC7zMAERERERH5GxXuIiIiIiJBQIW7iIiIiEgQUOEuIiIiIhIEVLiLiIiIiAQBFe4iIiIiIkFAhbuIiIiISBBQ4S4iIiIiEgRUuIuIiIiIBAEV7iIiIiIiQUCFu4iIiIhIEPB4vV63MwQ0Y0wt4ImPj3c7ioiIiIh0ccXFxSuttVmN7Qvr7DBBqBYIKS4u3uhyjkTfY5GrKboendeOo3PbcXRuO47ObcfRue04OrcdJ6DOrUbcg4QxphDAWpvkbpKuRee14+jcdhyd246jc9txdG47js5txwm0c6s57iIiIiIiQUCFu4iIiIhIEFDhLiIiIiISBFS4i4iIiIgEARXuIiIiIiJBQIW7iIiIiEgQUOEuIiIiIhIEtI67iIiIiEgQ0Ii7iIiIiEgQUOEuIiIiIhIEVLiLiIiIiAQBFe4iIiIiIkEgzO0A3Y0xJgm4BzgWiAFmA1daaxe08PhtgQeBvYFK4APgKmttnl+bgcAdwC5ABlAO/ALcba39qEF/LwJnNvJUs621u7fipbku0M5tS/sMBp10bocC5wCHAIOAEmAeMNFa+2OD/l6kC7xvA+28trTPYNBJ5zYOuAbYDRgFJANnW2tfbKS/r4D9GnmqKdbak1v4sgJCoJ1bX/s9fZlGAhuBKcD11tpNrX6BLuqMc+trFwJcDYzH+bfsd+A/1topDdq9SBD9rjXGRAK3AmfgvGcWAhOstV+04NjeOOfuEJyB7enAFdbaZY20PRfn/A0AVgIPW2sf35o+W0oj7p3I9z/KR8DJwKPAtUAa8JUxZlALju8DzMD5x/f/gPuAo4BPjTHhfk0zgVTgFeBy4BagFvjQGHNOI11vwnmT+3/d1PpX6J5APLet6DOgdeK5HQecB8wFrgIeAIYCs40x+zfSdVC/bwPxvOo9W398S89DD2AisB2woAXRVvL39+xjLXpRASIQz60xZjjwBRAFXAlMAi7AKd6DRieeW4D/AHcDnwKX4rw3XzfGjGmk62D6XfsicAUwGbgM59/nacaYPbZ0kO8PxS+BfXDOzU04fwR+ZYxJbtD2Apz32E84524W8Jgx5qq29tkaGnHvXGOAPYFjrbXvAhhj3sD5S/cmYGwzx/8fEA0Mt9au8R0/B/gM53+k5wGstd8CB/sfaIx5DGeU7cq6dn6qrLWT2/yqAkMgntsW9RkEOuXcAq8BN1trS+oONMY8D/zqe54vG/Qb7O/bQDyves86WnoecoBMa22Or3ic30y/BUH+noXAPLd3ABuA0XXvc2PMcuBZY8wB1trprXyNbumUc+sbBb4KZ5T4ct+2ScDXwH3GmLettbV+/QbF71pjzCicP3qusNY+5Nv2EvAzzh8p+27h8IuAwcDO1tr5vmOn+Y69AuePSIwx0ThF+HvW2hN9xz7r+6PrJmPMJGttUWv6bC2NuHeuMUA28F7dBmvteuAN4JgWjGgdD7xf9z+k7/jPcf6nPrHJo5x2tcBqIKmx/caYUGNMfAteQ6AKxHPb5j4DTKecW2vtPP/i0rdtA/ANsG1jHQf5+zYQz6ves46WntsKa21Oa4IZY8J8I3HBKqDOrTEmAWcw5aUG7/OXcKaF6X379/9/jwbCgSf82nmBJ4EsnKlJmwmS37VjgCqc0XAArLXlwHPA3saYjGaOnVVXYPuO/Q3nkxz/c7c/zqfuT2x+OI8D8cDhbeizVVS4d64RwDzf/yD+5uD8Bx/c1IG+v5B74Xzc3dAcX98Nj4kxxvQwxgwyxlyO84ZqbJ5XPM6cwI3GmDxjzAPGmKiWvKAAElDnti19BrBOPbeNSAcam18d7O/bgDqves86Ovg8bAuUAsXGmGxjzP/5RuqCSaCd2x1wZg9s1qe1thJnio3et38/tyOAjdba3xtpB38/Z8Hyu3YE8FvDgQqc1+UBhjd2kO//wR1p+twNMcbE+D0HjbSdhzMtZ0Qb+myVYPuFEewycD7+a6huW2Yzx/q3bXh8L2NMaIPttwLrgT+A+4G3ceZ8NTz2HuBs4FSc+W5XAO9sIUsgCrRz25Y+A1Vnn9t6xph9gD1wRpwaHhvs79tAO696z/51rH/bhse39Tz8ifMR+8nAWcAi388NR+4CXaCd2+b63FKeQNNZ5zYDyG3h8wTT79q2nr8UIHILx3r46/xmABXW2nz/Rr4/FDf4PUdr+mwVzXFvI99fUxEtaev7qAacuWcVjTTx39+Uun3NHe//l+bTwP9w3hxjcP57RzbIdn2Dvl4zxqwGrjHGHGyt/WwLmTpEFzm3bemzwwXJuQXAGNMLeBWn4LmvQbaAet92kfOq9+zm+9r1PFhrz22w6b+++cvnG2MetNba1vTXHrrIuW2uzy3l6TABfm5b/DyB9ru2GW09fy09d3WPlU30U96gXUv7bBWNuLfdvkBZS76MMT18x5TRoHD2ifLb35S6fS0+3lq7xFr7ubX2ZWvt0b52HxhjPFt6YTgjyAAHNtOuo3SFc9vqPjtJwJ9bAGNMLPAhEAscba0t3cJz1HHzfdsVzqves5vv64zzcD/OyFtjqyZ1hq5wbpvr0433LAT2ud2a5wH3a4SmtPV1tce5q2vr366lfbaKRtzb7jecj45aotj3mEPjH43UbcveQh85Ddo2PH6dtbammRxTcS7SGAI0ObpjrV1rjKnE+ajHDV3h3LZHnx0h4M+tMSYCZ+rRDsAh1trFLQnr8vu2K5xXvWf/Ota/bcPj2/M8rPI96ndt289tc31uKU9HCuRzm4OzRGFbnsft37Vb0tbzl48zMt7UsV7+Or85QIQxJsV/uozv92uq33O0ps9WUeHeRtbaXJz1QltjAbCnMcbT4OKT3XA+vvpjC8+3xhizHufGPw2NomVrCNd9LJO4pUbGWQs2AmcOd6frCue2nfpsd4F+bn0fL7+EM5Izxlr7TUtDuvm+7QrnVe/Z+ufrzPMw0Peo37VtP7c/A9W+Pt+u2+grpIbjTAvrdAF+bhcA44wxQxpcoLqb3/4muV0jbMEC4DJjTFyDC1TrXtfCxg6y1tYaY36i8XO3G7DE/nUjrwW+x11w5vvj93NI3f5W9tkqmirTuabiXLhwdN0G30dkJ+CsCVrlt32Q+fsNF94C/um7eryu3YE4o7xv+m3r2fCJjTFhOHc/KwcW+7ZFNbG8042+x09a9ercFVDntjV9BoFOObc+jwInARdZ3zrGDXWh921Andc29BnIOvPcNssYk2CcOzr6bwvFWXe7Fvi8tX26KKDOrXXWzP4cOMNsvszmGUBcW/p0UWed2/dwlk28yK+dB7gQ50ZMs33bgu137VScZS7H1W3w/X93NvCdtTbbt62fce4o3fDY3Y0xI/yONcABbH7upuOMpl+0+eGMx/njalob+mwVj9fbcNUh6Si+X9TfAtvjXBSWh/Mfvy/OAv1/+LVdDmCt7e+3rS/OTSjycf4hrrsl9EpglO+qZowxL+AsGzUd56PYNOA0nKXIrrXW3utr19/X36s4H+uF4Nxl7UCC7DbcgXZuW9NnoOvEc3s5zq2hv6eRlTas7wYgXeV9G2jntTV9BrrOOre+tpfg3MMhHbgYZ9R3vq/P231tRuO8X1/DGTWNw1nHeRfgbmvtde35+jtSoJ1bX7uRwEyc0fdJQB+cGwx9aa09ov1efcfq5HN7D3A18AzOkoXHAP8ATrLWvuFr058g+11rnAu+j8H5nfcnzqDarsD+1trvfG2+Avaz1nr8jovHea2xOHP4q3FuqujBuaHVBr+2F+Gs2/4mzqj7Pjg3x/q3tfaetvTZGhpx70S++WVH4CzB9i/gXpyPmvb3/x9yC8evAvYDlgF34dwO+SPg4Ab/oL6Ls1bw+Tj/UF+NM5fqOP/CEijEuVDtEF9/dwE9cX7hndbGl+mKADy3rekzoHXiuR3ue9wDeLmRrzqFdIH3bQCeV71n/zq+NefhauA2nMIS4Djfz7f5tVkBfIdzg5wHgJtxRtrPCqaiHQLy3GKt/RE4CGdO8YPAecCzOCPVQaOTz+11wATgMJwiNAs4ta5o9ykk+H7XjgUe9j0+gjMCf0Rd0d4Ua20xMBrnD6cbcd5jC3AK/A0N2j6BUwPsiHPu9gIu8y/aW9tna2jEXUREREQkCGjEXUREREQkCKhwFxEREREJAircRURERESCgAp3EREREZEgoMJdRERERCQIqHAXEREREQkCKtxFRERERIKACncRkS7GGPNV3Z0VRUSk61DhLiIiAc0Yc7kx5iy3c4iIuE2Fu4iIBLrLgbNcziAi4joV7iIi0ixjTLQxJsztHC1hjIl3O4OISEcIil/CIiLByjfF4wXgIGAv4FygF7AIuMxaO8sYsx/wH2AEsBF4wlp7WyN9HQNcAwwHvMBC4B5r7XstyDEKuAjYE+gD1Pgy3GetfadB2xeBM3057wb+AfQEBgLLt/AckcBVwGnAIKAc+AaYaK2d79duNPAlcDbgAa4GBgO5wOPW2nv82np932b5fQ8wwFq73DeXfzlwBXAXsDuQDwzwHb8vcCMwCogAfvU9x3MNsn8F9AcOAB4ERvuyfQFcZa1d6ms3AvgRuMNaO6GRc/ARsA+QYa0tbepciYi0hUbcRUQ6x13AMcDDwC04RfCnvmL8bZwC92rgN+BWY8zp/gcbYy4C3gFSgFuB23zfv2uMOb8Fz38sMBR4A7gM5w+FFOBtY8ypTRzzGZDpe67rgZKmOjfGhAP/A24CvuevQno74DtjzC6NHHYhMBF4DafgzwHubpDnDCAP57yc4fe13q9NP2A6sALnD5tHfZmO8m3fFrgf+D+gCphkjPlPI3liga+ASt/rfQ44wpc/HcD3B8g84ExjTGiDc9AbOBR4XUW7iHQEjbiLiHSOUGB3a20lgDFmMfAe8Cawh7V2rm/7czgF6MXAZN+2ZOAe4E9gN2vtRt/2J4H5wP3GmDestYVbeP7brbXX+28wxjziO/4G4NVGjvnZWnt6I9sbcwnOKPVh1tpP/J7jCeBn4D7ffn/9gG2ttUW+ts/jvPZL6/JYaycbY24H1lprJzfx3AOA86y1k/yeNxR4DOePjVHW2mzf9sdxRvuvM8a8aK1d4tdPD+Bha+3lfv3MwPnD6macPzQAngGexinSP/Y7/iyc/86TEBHpABpxFxHpHE/WFe0+3/geZ9cV7QC+NnOAbfzaHowzGvxIXdHua7sReASIw5mK0yT/EWBjTIwxJhWIwTcibYxJaOSw+1rywnxOxxkVn2eM6VH3hTM95TNgb2NMdINjXqgr2n0ZNwGz2Py1t0Q+znQkfzvj/GHwfF3R7nuOSpw/gkKAoxvp6y7/H3zTiCzOpyV1XsX5g+Dcug3GGA9wDvCTtXZOK/OLiLSICncRkc6x1P8Ha22B79tljbQtAFL9fh7ge/ylkbZ12wZu6cmNMb2MMc8YY9YCpTjTT9bz1yhyUiOH/b6lPhvYFmcqzvpGvs7BGYnu0eCYpfzdBjZ/7S3xp7W2psG2tpyzQmttbiPtfwXSjDGxANbaEpzpPUcZY3r62oz29fdcI8eLiLQLTZUREekcDQvL5ra3G99o8Kc4xfXDwFygyPfcZwOn0shAjm8EvKU8wE/AlVtos77Bz+312luTs708A5wHjMWZP38uUAG87EIWEekmVLiLiAS+upHp7XFWOfG3XYM2jdkR2Am41Vp7k/8OY8y4dkkIS3BWnplura1tpz7reJtv8jf+56yhps5ZkjEmvZFR922Bdf7Tjay1c40x84FzfdclHA+8a63Nb0NWEZEW0VQZEZHA9xnO9JZL/dco931/Kc5868+2cHzdyLbHf6MxZhjOajPt4SUgnSZG3I0xaVvRdwnOCjit8SOwEji7bkUYX45wnJVnvDgXBzd0nf8PxphjAQO820jbZ3GK+keBKHRRqoh0MI24i4gEOGttoTHmWuBxYLZvnXVwVjEZDFzgf5FnI37Fmdd9rTEmBudiyyHABTjTW3Zuh5gP41xEe68x5gCci1434lwgeiDOmu77t7HvWTgj27fhvJZa4IMtLblora0xxlyCs4TmD8aYZ4Bi4CSctd7vaLCiDDjz/o8zxmTiLAu5Dc7a92txVpVp6BXgXpwLc5fx909DRETalUbcRUSCgLX2CeA4oBBnrfSbfN8fa619pplja3BuovQBzo2VHgb2833/YTvlq/I9x2U4U2ZuwbmR0Uk4U1Lu3IruJ+AU4HVLZL7me47mMn2A80fDbzij7HfhjIyPa+zmSTifaowGIn1tx+GsTb+3tTankf43AlN8P75grW3LlB4RkRbzeL36PSMiIt1b3Z1TrbX9W3ncE8D5vmNXd0A0EZF6GnEXERFpA2NMIs40mWkq2kWkM2iOu4iISCv4LuodgTPVKA64w91EItJdaMRdRESkdcbgrKIzFLjIWvu9y3lEpJvQHHcRERERkSCgEXcRERERkSCgwl1EREREJAiocBcRERERCQIq3EVEREREgoAKdxERERGRIKDCXUREREQkCPw/7yUWAaKLeqcAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -921,23 +933,23 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "# propane, butane mixture\n", - "tc = np.array([369.96, 425.2]) * KELVIN\n", - "pc = np.array([4250000.0, 3800000.0]) * PASCAL\n", + "tc = np.array([369.96, 425.2]) * si.KELVIN\n", + "pc = np.array([4250000.0, 3800000.0]) * si.PASCAL\n", "omega = np.array([0.153, 0.199])\n", - "molar_weight = np.array([44.0962, 58.123]) * GRAM / MOL\n", + "molar_weight = np.array([44.0962, 58.123]) * si.GRAM / si.MOL\n", "\n", "pr = PyPengRobinson(tc, pc, omega, molar_weight)\n", - "eos = EquationOfState.python(pr)" + "eos = EquationOfState.python_residual(pr)" ] }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 22, "metadata": {}, "outputs": [ { @@ -951,7 +963,7 @@ "T = 300.00000 K, ρ = 40.96869 mol/m³, x = [0.50000, 0.50000]" ] }, - "execution_count": 42, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" } @@ -959,10 +971,10 @@ "source": [ "s = State(\n", " eos, \n", - " temperature=300*KELVIN, \n", - " pressure=1*BAR, \n", + " temperature=300*si.KELVIN, \n", + " pressure=1*si.BAR, \n", " molefracs=np.array([0.5, 0.5]), \n", - " total_moles=MOL\n", + " total_moles=si.MOL\n", ")\n", "s" ] @@ -976,43 +988,43 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[-15625.3474516824, -12435.866602695127] J/mol" + "array([ -93.60749754, -120.5269973 ]) J/mol" ] }, - "execution_count": 43, + "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "s.chemical_potential()" + "s.chemical_potential(Contributions.Residual)" ] }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "array([[ 4.90827975, -0.10593968],\n", - " [-0.10593968, 4.85467746]])" + "array([[ 4.90721995, -0.10487987],\n", + " [-0.10487987, 4.85361765]])" ] }, - "execution_count": 44, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "s.dmu_dni() / (KILO * JOULE / MOL**2)" + "s.dmu_dni() / (si.KILO * si.JOULE / si.MOL**2)" ] }, { @@ -1024,7 +1036,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 25, "metadata": {}, "outputs": [ { @@ -1032,13 +1044,13 @@ "text/markdown": [ "|temperature|density|molefracs\n", "|-|-|-|\n", - "|401.65486 K|3.99952 kmol/m³|[0.50000, 0.50000]|" + "|401.65562 K|3.99954 kmol/m³|[0.50000, 0.50000]|" ], "text/plain": [ - "T = 401.65486 K, ρ = 3.99952 kmol/m³, x = [0.50000, 0.50000]" + "T = 401.65562 K, ρ = 3.99954 kmol/m³, x = [0.50000, 0.50000]" ] }, - "execution_count": 45, + "execution_count": 25, "metadata": {}, "output_type": "execute_result" } @@ -1046,7 +1058,7 @@ "source": [ "s_cp = State.critical_point(\n", " eos, \n", - " moles=np.array([0.5, 0.5])*MOL\n", + " moles=np.array([0.5, 0.5])*si.MOL\n", ")\n", "s_cp" ] @@ -1060,7 +1072,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 26, "metadata": {}, "outputs": [ { @@ -1068,15 +1080,15 @@ "text/markdown": [ "||temperature|density|molefracs|\n", "|-|-|-|-|\n", - "|phase 1|350.00000 K|879.47505 mol/m³|[0.67625, 0.32375]|\n", - "|phase 2|350.00000 K|8.96382 kmol/m³|[0.50000, 0.50000]|\n" + "|phase 1|350.00000 K|879.50373 mol/m³|[0.67631, 0.32369]|\n", + "|phase 2|350.00000 K|8.96383 kmol/m³|[0.50000, 0.50000]|\n" ], "text/plain": [ - "phase 0: T = 350.00000 K, ρ = 879.47505 mol/m³, x = [0.67625, 0.32375]\n", - "phase 1: T = 350.00000 K, ρ = 8.96382 kmol/m³, x = [0.50000, 0.50000]" + "phase 0: T = 350.00000 K, ρ = 879.50373 mol/m³, x = [0.67631, 0.32369]\n", + "phase 1: T = 350.00000 K, ρ = 8.96383 kmol/m³, x = [0.50000, 0.50000]" ] }, - "execution_count": 46, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } @@ -1084,7 +1096,7 @@ "source": [ "vle = PhaseEquilibrium.bubble_point(\n", " eos, \n", - " 350*KELVIN, \n", + " 350*si.KELVIN, \n", " liquid_molefracs=np.array([0.5, 0.5])\n", ")\n", "vle" @@ -1099,34 +1111,36 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 27, "metadata": {}, "outputs": [], "source": [ - "vle = PhaseDiagram.binary_vle(eos, 350*KELVIN, npoints=50)" + "vle = PhaseDiagram.binary_vle(eos, 350*si.KELVIN, npoints=50)" ] }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 28, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(18, 6))\n", "# fig.title(\"T = 350 K, Propane (1), Butane (2)\")\n", - "sns.lineplot(x=vle.liquid.molefracs[:,0], y=vle.liquid.pressure / BAR, ax=ax[0])\n", - "sns.lineplot(x=vle.vapor.molefracs[:,0], y=vle.vapor.pressure / BAR, ax=ax[0])\n", + "sns.lineplot(x=vle.liquid.molefracs[:,0], y=vle.liquid.pressure / si.BAR, ax=ax[0])\n", + "sns.lineplot(x=vle.vapor.molefracs[:,0], y=vle.vapor.pressure / si.BAR, ax=ax[0])\n", "ax[0].set_xlabel(r\"$x_1$, $y_1$\")\n", "ax[0].set_ylabel(r\"$p$ / bar\")\n", "ax[0].set_xlim(0, 1)\n", @@ -1156,7 +1170,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 29, "metadata": {}, "outputs": [], "source": [ @@ -1165,27 +1179,27 @@ "eos_rust = EquationOfState.peng_robinson(PengRobinsonParameters.from_json([\"propane\"], \"peng-robinson.json\"))\n", "\n", "# python\n", - "tc = SIArray1(369.96 * KELVIN)\n", - "pc = SIArray1(4250000.0 * PASCAL)\n", + "tc = si.array(369.96 * si.KELVIN)\n", + "pc = si.array(4250000.0 * si.PASCAL)\n", "omega = np.array([0.153])\n", - "molar_weight = SIArray1(44.0962 * GRAM / MOL)\n", - "eos_python = EquationOfState.python(PyPengRobinson(tc, pc, omega, molar_weight))" + "molar_weight = si.array(44.0962 * si.GRAM / si.MOL)\n", + "eos_python = EquationOfState.python_residual(PyPengRobinson(tc, pc, omega, molar_weight))" ] }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "# let's first test if both actually yield the same results ;)\n", - "assert abs(State.critical_point(eos_python).pressure() / BAR - State.critical_point(eos_rust).pressure() / BAR) < 1e-13\n", - "assert abs(State.critical_point(eos_python).temperature / KELVIN - State.critical_point(eos_rust).temperature / KELVIN) < 1e-13" + "assert abs(State.critical_point(eos_python).pressure() / si.BAR - State.critical_point(eos_rust).pressure() / si.BAR) < 1e-13\n", + "assert abs(State.critical_point(eos_python).temperature / si.KELVIN - State.critical_point(eos_rust).temperature / si.KELVIN) < 1e-13" ] }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ @@ -1197,7 +1211,7 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 32, "metadata": {}, "outputs": [ { @@ -1205,7 +1219,7 @@ "output_type": "stream", "text": [ "Critical point for pure substance\n", - "Python implementation is slower by a factor of 48.\n" + "Python implementation is slower by a factor of 42.\n" ] } ], @@ -1217,17 +1231,17 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 33, "metadata": {}, "outputs": [], "source": [ - "time_python = timeit.timeit(lambda: PhaseDiagram.pure(eos_python, 300*KELVIN, 100), number=100)\n", - "time_rust = timeit.timeit(lambda: PhaseDiagram.pure(eos_rust, 300*KELVIN, 100), number=100)" + "time_python = timeit.timeit(lambda: PhaseDiagram.pure(eos_python, 300*si.KELVIN, 100), number=100)\n", + "time_rust = timeit.timeit(lambda: PhaseDiagram.pure(eos_rust, 300*si.KELVIN, 100), number=100)" ] }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 34, "metadata": {}, "outputs": [ { @@ -1235,7 +1249,7 @@ "output_type": "stream", "text": [ "Phase diagram for pure substance\n", - "Python implementation is slower by a factor of 31.\n" + "Python implementation is slower by a factor of 57.\n" ] } ], @@ -1248,7 +1262,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -1262,7 +1276,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.6" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/docs/tutorials/utility/core_dual_numbers.ipynb b/docs/tutorials/utility/core_dual_numbers.ipynb index fb42f871d..38bf70ced 100644 --- a/docs/tutorials/utility/core_dual_numbers.ipynb +++ b/docs/tutorials/utility/core_dual_numbers.ipynb @@ -45,7 +45,7 @@ "outputs": [], "source": [ "from feos.eos import *\n", - "from feos.si import *\n", + "import si_units as si\n", "import numpy as np\n", " \n", "SQRT2 = np.sqrt(2)\n", @@ -77,18 +77,18 @@ " raise ValueError(\"Input parameters must all have the same lenght.\")\n", " \n", " if self.n == 1:\n", - " self.tc = (critical_temperature / KELVIN)[0]\n", - " self.pc = (critical_pressure / PASCAL)[0]\n", + " self.tc = (critical_temperature / si.KELVIN)[0]\n", + " self.pc = (critical_pressure / si.PASCAL)[0]\n", " self.omega = acentric_factor[0]\n", - " self.mw = (molar_weight / GRAM * MOL)[0]\n", + " self.mw = (molar_weight / si.GRAM * si.MOL)[0]\n", " else:\n", - " self.tc = critical_temperature / KELVIN\n", - " self.pc = critical_pressure / PASCAL\n", + " self.tc = critical_temperature / si.KELVIN\n", + " self.pc = critical_pressure / si.PASCAL\n", " self.omega = acentric_factor\n", - " self.mw = molar_weight / GRAM * MOL\n", + " self.mw = molar_weight / si.GRAM * si.MOL\n", " \n", - " self.a_r = 0.45724 * critical_temperature**2 * RGAS / critical_pressure / ANGSTROM**3 / NAV / KELVIN\n", - " self.b = 0.07780 * critical_temperature * RGAS / critical_pressure / ANGSTROM**3 / NAV\n", + " self.a_r = 0.45724 * critical_temperature**2 * si.RGAS / critical_pressure / si.ANGSTROM**3 / si.NAV / si.KELVIN\n", + " self.b = 0.07780 * critical_temperature * si.RGAS / critical_pressure / si.ANGSTROM**3 / si.NAV\n", " self.kappa = 0.37464 + (1.54226 - 0.26992 * acentric_factor) * acentric_factor\n", " self.delta_ij = np.zeros((self.n, self.n)) if delta_ij is None else delta_ij\n", " \n", @@ -135,26 +135,43 @@ " \"\"\"Number of components.\"\"\"\n", " return self.n\n", " \n", - " def subset(self, i: [int]):\n", + " def subset(self, i: list[int]):\n", " \"\"\"Return new equation of state containing a subset of all components.\"\"\"\n", " if self.n > 1:\n", " tc = self.tc[i] \n", " pc = self.pc[i]\n", " mw = self.mw[i]\n", " omega = self.omega[i]\n", - " return PyPengRobinson(tc*KELVIN, pc*PASCAL, omega, mw*GRAM/MOL)\n", + " return PyPengRobinson(tc*si.KELVIN, pc*si.PASCAL, omega, mw*si.GRAM/si.MOL)\n", " else:\n", " return self\n", " \n", - " def molar_weight(self) -> SIArray1:\n", + " def molar_weight(self) -> si.SIObject:\n", " if isinstance(self.mw, float):\n", - " return np.array([self.mw]) * GRAM / MOL\n", + " return np.array([self.mw]) * si.GRAM / si.MOL\n", " else:\n", - " return self.mw * GRAM / MOL\n", + " return self.mw * si.GRAM / si.MOL\n", " \n", - " def max_density(self, moles:[float]) -> float:\n", - " b = np.sum(moles * self.b) / np.sum(moles);\n", - " return 0.9 / b " + " def max_density(self, moles: list[float]) -> float:\n", + " b = np.sum(moles * self.b) / np.sum(moles)\n", + " return 0.9 / b\n", + " \n", + "\n", + "class PyPerfectGas:\n", + " def __init__(self, components):\n", + " \"\"\"Dummy implementation for an ideal gas with constant heat capacity\"\"\"\n", + " self.n = components\n", + "\n", + " def components(self) -> int: \n", + " \"\"\"Number of components.\"\"\"\n", + " return self.n\n", + " \n", + " def subset(self, i: list[int]):\n", + " \"\"\"Return new equation of state containing a subset of all components.\"\"\"\n", + " return PyPerfectGas(len(i))\n", + " \n", + " def ln_lambda3(self, temperature):\n", + " return np.ones(self.n)" ] }, { @@ -164,13 +181,13 @@ "outputs": [], "source": [ "# parameters for propane\n", - "tc = SIArray1(369.96 * KELVIN)\n", - "pc = SIArray1(4250000.0 * PASCAL)\n", + "tc = si.array(369.96 * si.KELVIN)\n", + "pc = si.array(4250000.0 * si.PASCAL)\n", "omega = np.array([0.153])\n", - "molar_weight = SIArray1(44.0962 * GRAM / MOL)\n", + "molar_weight = si.array(44.0962 * si.GRAM / si.MOL)\n", "\n", "# create an instance of our python class and hand it over to rust\n", - "eos = EquationOfState.python(PyPengRobinson(tc, pc, omega, molar_weight))" + "eos = EquationOfState.python_residual(PyPengRobinson(tc, pc, omega, molar_weight)).python_ideal_gas(PyPerfectGas(1))" ] }, { @@ -189,7 +206,7 @@ "metadata": {}, "outputs": [], "source": [ - "state = State(eos, temperature=300*KELVIN, volume=40744*ANGSTROM**3, total_moles=1/NAV)" + "state = State(eos, temperature=300*si.KELVIN, volume=40744*si.ANGSTROM**3, total_moles=1/si.NAV)" ] }, { @@ -237,10 +254,18 @@ "A/kT : [5.06008546]\n" ] }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_2503909/809879024.py:1: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)\n", + " state.helmholtz_energy() / (si.KB * 300*si.KELVIN)\n" + ] + }, { "data": { "text/plain": [ - "-6.554978406564657" + "-5.554978406564658" ] }, "execution_count": 4, @@ -249,7 +274,7 @@ } ], "source": [ - "state.helmholtz_energy() / (KB * 300*KELVIN)" + "state.helmholtz_energy() / (si.KB * 300*si.KELVIN)" ] }, { @@ -279,11 +304,19 @@ "text": [ "\n", "data type : \n", - "temperature: 300 + [0]ε\n", - "volume : 40744 + [1]ε\n", - "moles : [1 + [0]ε]\n", - "density : 0.000024543491066169253 + [-0.00000000060238295371513]ε\n", - "A/kT : 5.060085461999783 + [0.00000040024326944247174]ε\n" + "temperature: 300 + 0ε\n", + "volume : 40744 + 1ε\n", + "moles : [1 + 0ε]\n", + "density : 0.000024543491066169253 + -0.00000000060238295371513ε\n", + "A/kT : 5.060085461999783 + 0.00000040024326944247174ε\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_2503909/1295861783.py:65: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)\n", + " ak = ((1.0 - np.sqrt(tr)) * self.kappa + 1.0)**2 * self.a_r\n" ] }, { @@ -292,7 +325,7 @@ "$100\\,\\mathrm{kPa}$" ], "text/plain": [ - "100.00005278190909 kPa" + "100.00005278190908 kPa" ] }, "execution_count": 5, @@ -323,20 +356,28 @@ "text": [ "\n", "data type : \n", - "temperature: 300 + [1]ε\n", - "volume : 40744 + [0]ε\n", - "moles : [1 + [0]ε]\n", - "density : 0.000024543491066169253 + [0]ε\n", - "A/kT : 5.060085461999783 + [-0.025513116823522065]ε\n" + "temperature: 300 + 1ε\n", + "volume : 40744 + 0ε\n", + "moles : [1 + 0ε]\n", + "density : 0.000024543491066169253 + 0ε\n", + "A/kT : 5.060085461999783 + -0.025513116823522065ε\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_2503909/1295861783.py:65: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)\n", + " ak = ((1.0 - np.sqrt(tr)) * self.kappa + 1.0)**2 * self.a_r\n" ] }, { "data": { "text/latex": [ - "$118.14\\,\\mathrm{\\frac{ J}{molK}}$" + "$109.83\\,\\mathrm{\\frac{ J}{molK}}$" ], "text/plain": [ - "118.13947975470876 J/mol/K" + "109.82501713655553 J/mol/K" ] }, "execution_count": 6, @@ -363,7 +404,7 @@ "2. $\\left(\\frac{\\partial p}{\\partial V}\\right)_{\\mathbf{n}, T} \\rightarrow -\\left(\\frac{\\partial^2 A}{\\partial V^2}\\right)_{\\mathbf{n}, T}$: second derivative w.r.t volume,\n", "3. $\\left(\\frac{\\partial^2 A}{\\partial T^2}\\right)_{\\mathbf{n}, V}$: 2nd partial derivative w.r.t temperature.\n", "\n", - "Since we compute second partial derivatives, the data type is now `HyperDual64` (one real, 3 non-real values)." + "Since we compute second derivatives, the data type is now `HyperDual64` (one real, 3 non-real values) for mixed partial derivatives and `Dual2_64` (one real, 2 non-real values) for the other partial derivatives." ] }, { @@ -377,25 +418,33 @@ "text": [ "\n", "data type : \n", - "temperature: 300 + [0]ε1 + [1]ε2 + [0]ε1ε2\n", - "volume : 40744 + [1]ε1 + [0]ε2 + [0]ε1ε2\n", - "moles : [1 + [0]ε1 + [0]ε2 + [0]ε1ε2]\n", - "density : 0.000024543491066169253 + [-0.00000000060238295371513]ε1 + [0]ε2 + [0]ε1ε2\n", - "A/kT : 5.060085461999783 + [0.00000040024326944247174]ε1 + [-0.025513116823522065]ε2 + [-0.0000000023037315630585307]ε1ε2\n", + "temperature: 300 + 0ε1 + 1ε2 + 0ε1ε2\n", + "volume : 40744 + 1ε1 + 0ε2 + 0ε1ε2\n", + "moles : [1 + 0ε1 + 0ε2 + 0ε1ε2]\n", + "density : 0.000024543491066169253 + -0.00000000060238295371513ε1 + 0ε2 + 0ε1ε2\n", + "A/kT : 5.060085461999783 + 0.00000040024326944247174ε1 + -0.025513116823522065ε2 + -0.0000000023037315630585307ε1ε2\n", "\n", "data type : \n", - "temperature: 300 + [0]ε1 + [0]ε1²\n", - "volume : 40744 + [1]ε1 + [0]ε1²\n", - "moles : [1 + [0]ε1 + [0]ε1²]\n", - "density : 0.000024543491066169253 + [-0.00000000060238295371513]ε1 + [0.00000000000002956916128583988]ε1²\n", - "A/kT : 5.060085461999783 + [0.00000040024326944247174]ε1 + [-0.000000000019592452372041545]ε1²\n", + "temperature: 300 + 0ε1 + 0ε1²\n", + "volume : 40744 + 1ε1 + 0ε1²\n", + "moles : [1 + 0ε1 + 0ε1²]\n", + "density : 0.000024543491066169253 + -0.00000000060238295371513ε1 + 0.00000000000002956916128583988ε1²\n", + "A/kT : 5.060085461999783 + 0.00000040024326944247174ε1 + -0.000000000019592452372041545ε1²\n", "\n", "data type : \n", - "temperature: 300 + [1]ε1 + [0]ε1²\n", - "volume : 40744 + [0]ε1 + [0]ε1²\n", - "moles : [1 + [0]ε1 + [0]ε1²]\n", - "density : 0.000024543491066169253 + [0]ε1 + [0]ε1²\n", - "A/kT : 5.060085461999783 + [-0.025513116823522065]ε1 + [0.0001919137873859282]ε1²\n" + "temperature: 300 + 1ε1 + 0ε1²\n", + "volume : 40744 + 0ε1 + 0ε1²\n", + "moles : [1 + 0ε1 + 0ε1²]\n", + "density : 0.000024543491066169253 + 0ε1 + 0ε1²\n", + "A/kT : 5.060085461999783 + -0.025513116823522065ε1 + 0.0001919137873859282ε1²\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_2503909/1295861783.py:65: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)\n", + " ak = ((1.0 - np.sqrt(tr)) * self.kappa + 1.0)**2 * self.a_r\n" ] }, { @@ -404,7 +453,7 @@ "$-1.4939\\times10^{-4}\\,\\mathrm{\\frac{ms^{2}K}{kg}}$" ], "text/plain": [ - "-1.4938695195180555e-4 m kg^-1 s^2 K" + "-1.4938695195180641e-4 m kg^-1 s^2 K" ] }, "execution_count": 7, @@ -430,7 +479,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -444,7 +493,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.6" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/docs/tutorials/utility/core_working_with_units.ipynb b/docs/tutorials/utility/core_working_with_units.ipynb index 51a5f2cae..3e902d13e 100644 --- a/docs/tutorials/utility/core_working_with_units.ipynb +++ b/docs/tutorials/utility/core_working_with_units.ipynb @@ -14,8 +14,7 @@ "\n", "Most interfaces in `FeOs` use dimensioned quantities as input. For example, to define a thermodynamic state at given temperature, pressure and amount of substance, all of these properties have to be multiplied by an apropriate unit before we can call the function that creates the state.\n", "\n", - "`FeOs` uses the [quantity](https://itt-ustutt.github.io/quantity/) crate which generates the `si_units` Python module. You might find this module useful on it's own in which case you can also install it as a separate python package.\n", - "For convenient use with `FeOs` however, it is re-exported as `feos.si`." + "`FeOs` uses the [quantity](https://itt-ustutt.github.io/quantity/) crate which generates the `si_units` Python module. To have consistency throughout the ecosystem, we recommend importing the package as `import si_units as si`" ] }, { @@ -24,7 +23,7 @@ "metadata": {}, "outputs": [], "source": [ - "from feos.si import *\n", + "import si_units as si\n", "import numpy as np" ] }, @@ -33,7 +32,7 @@ "metadata": {}, "source": [ "The `si` module contains units according to [the Standard Interational System of Units](https://en.wikipedia.org/wiki/International_System_of_Units) (SI), constants and prefixes.\n", - "A **scalar** floating point number multiplied or divided by a unit has the **`SINumber`** data type." + "A **scalar** floating point number multiplied or divided by a unit has the **`SIObject`** data type." ] }, { @@ -46,12 +45,12 @@ "output_type": "stream", "text": [ "temperature : 300.15 K\n", - "data type : \n" + "data type : \n" ] } ], "source": [ - "temperature = 300.15 * KELVIN\n", + "temperature = 300.15 * si.KELVIN\n", "print(f\"temperature : {temperature}\")\n", "print(f\"data type : {type(temperature)}\")" ] @@ -60,7 +59,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The representation of a `SINumber` (e.g. using `print`) uses a prefix (e.g. `k` for `kilo`) so that the numerical value is convenient. For example 1000 g will be represented as 1 kg. Internally, all values are stored with respect to the basic SI unit, i.e. `METER`, `KILOGRAM`, `SECOND`, `AMPERE`, `MOL`, `KELVIN`, and `CANDELA`." + "The representation of a `SIObject` (e.g. using `print`) uses a prefix (e.g. `k` for `kilo`) so that the numerical value is convenient. For example 1000 g will be represented as 1 kg. Internally, all values are stored with respect to the basic SI unit, i.e. `METER`, `KILOGRAM`, `SECOND`, `AMPERE`, `MOL`, `KELVIN`, and `CANDELA`." ] }, { @@ -83,7 +82,7 @@ } ], "source": [ - "1000 * GRAM" + "1000 * si.GRAM" ] }, { @@ -101,10 +100,10 @@ ], "source": [ "# volume of an ideal gas\n", - "t = 300.15 * KELVIN\n", - "p = 0.5 * BAR\n", - "n = 1.5 * MOL\n", - "v = n * RGAS * t / p\n", + "t = 300.15 * si.KELVIN\n", + "p = 0.5 * si.BAR\n", + "n = 1.5 * si.MOL\n", + "v = n * si.RGAS * t / p\n", "print(f\"v = {v}\")" ] }, @@ -112,7 +111,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We can use division to transform a `SINumber` to a `float` for the desired unit:" + "We can use division to transform a `SIObject` to a `float` for the desired unit:" ] }, { @@ -131,7 +130,7 @@ ], "source": [ "# temperature in Celsius\n", - "t_c = t / CELSIUS\n", + "t_c = t / si.CELSIUS\n", "print(f\"t = {t_c:3.2f} °C\")\n", "print(f\"data type = {type(t_c)}\")" ] @@ -169,23 +168,23 @@ ], "source": [ "# addition\n", - "pressure = 2.5 * BAR + 15_000 * PASCAL\n", + "pressure = 2.5 * si.BAR + 15_000 * si.PASCAL\n", "print('pressure :', pressure)\n", "\n", "# subtraction\n", - "temperature = 543.15 * KELVIN - 230.0 * CELSIUS\n", + "temperature = 543.15 * si.KELVIN - 230.0 * si.CELSIUS\n", "print('temperature :', temperature)\n", "\n", "# division\n", - "velocity = 360_000 * METER / HOUR\n", + "velocity = 360_000 * si.METER / si.HOUR\n", "print('velocity :', velocity)\n", "\n", "# division as transformation to target unit\n", - "v_cm_minute = velocity / (CENTI * METER / MINUTE) # this is a floating point number\n", + "v_cm_minute = velocity / (si.CENTI * si.METER / si.MINUTE) # this is a floating point number\n", "print(f'velocity (cm/min) : {v_cm_minute:8.1f}')\n", "\n", "# power\n", - "acceleration = 9.81 * METER / SECOND**2\n", + "acceleration = 9.81 * si.METER / si.SECOND**2\n", "print('acceleration :', acceleration)" ] }, @@ -212,15 +211,15 @@ ], "source": [ "# square root\n", - "speed = np.sqrt(METER**2 / SECOND**2)\n", + "speed = np.sqrt(si.METER**2 / si.SECOND**2)\n", "print('speed :', speed)\n", "\n", "# cubic root\n", - "box_length = (27_000 * ANGSTROM**3).cbrt()\n", + "box_length = (27_000 * si.ANGSTROM**3).cbrt()\n", "print('length :', box_length)\n", "\n", "# both numpy and methods of SINumbers work\n", - "assert(np.sqrt(METER**2 / SECOND**2) == (METER**2 / SECOND**2).sqrt())" + "assert(np.sqrt(si.METER**2 / si.SECOND**2) == (si.METER**2 / si.SECOND**2).sqrt())" ] }, { @@ -240,7 +239,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "ERROR: must be real number, not si_units.SINumber\n" + "ERROR: must be real number, not si_units._core.SIObject\n" ] } ], @@ -248,7 +247,7 @@ "from math import sqrt\n", "\n", "try:\n", - " sqrt(METER**2 / SECOND**2)\n", + " sqrt(si.METER**2 / si.SECOND**2)\n", "except Exception as e:\n", " print(\"ERROR:\", e)" ] @@ -266,19 +265,19 @@ "metadata": {}, "outputs": [ { - "ename": "PanicException", - "evalue": "Inconsistent units Pa + K", + "ename": "RuntimeError", + "evalue": "Inconsistent units Pa and K", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mPanicException\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mPASCAL\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mKELVIN\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;31mPanicException\u001b[0m: Inconsistent units Pa + K" + "\u001b[0;31mRuntimeError\u001b[0m Traceback (most recent call last)", + "Input \u001b[0;32mIn [9]\u001b[0m, in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43msi\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mPASCAL\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[43m \u001b[49m\u001b[43msi\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mKELVIN\u001b[49m\n", + "\u001b[0;31mRuntimeError\u001b[0m: Inconsistent units Pa and K" ] } ], "source": [ - "PASCAL + KELVIN" + "si.PASCAL + si.KELVIN" ] }, { @@ -303,18 +302,18 @@ } ], "source": [ - "MOL_M3 = MOL / METER**3 # we can create own units for future use\n", + "MOL_M3 = si.MOL / si.METER**3 # we can create own units for future use\n", "\n", "def ideal_gas_pressure(density, temperature):\n", " if not density.has_unit(MOL_M3):\n", " raise ValueError(\"Please provide the molar density, e.g. in units of mol/m³.\")\n", " else:\n", - " return density * temperature * RGAS\n", + " return density * temperature * si.RGAS\n", " \n", "try:\n", - " p1 = ideal_gas_pressure(0.5 * KILO * MOL / METER**3, 350 * KELVIN)\n", + " p1 = ideal_gas_pressure(0.5 * si.KILO * si.MOL / si.METER**3, 350 * si.KELVIN)\n", " print('p1 = ', p1)\n", - " p2 = ideal_gas_pressure(0.5 * KILOGRAM / METER**3, 350 * KELVIN)\n", + " p2 = ideal_gas_pressure(0.5 * si.KILOGRAM / si.METER**3, 350 * si.KELVIN)\n", " print('p2 = ', p2)\n", "except Exception as e:\n", " print(\"ERROR:\", e) " @@ -326,7 +325,7 @@ "source": [ "### Arrays of quantities\n", "\n", - "A **numpy array** of floating point numbers multiplied or divided by a unit has the `SIArrayX` data type, where the `X` stands for the dimension of the numpy array." + "The \"number\" part of the `SIObject` can be any type that supports the necessary operations. Aside from floats, those are, e.g., **numpy arrays** or **tensors**." ] }, { @@ -338,13 +337,13 @@ "name": "stdout", "output_type": "stream", "text": [ - "pressures = [100000, 200000] Pa\n", - "data type = \n" + "pressures = array([100000., 200000.]) Pa\n", + "data type = \n" ] } ], "source": [ - "ps = np.array([1.0, 2.0]) * BAR\n", + "ps = np.array([1.0, 2.0]) * si.BAR\n", "print(f\"pressures = {ps}\")\n", "print(f\"data type = {type(ps)}\")" ] @@ -353,7 +352,8 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Currently, indexing into an array only works for arrays of dimension one." + "The most important functionalities of array or tensor datatypes are also implemented for `SIObject`.\n", + "For example, you can index into an array of dimension one." ] }, { @@ -377,27 +377,27 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "There are several useful numpy methods to create arrays. Most of them can be simply multiplied by units to convert them to `SIArray` objects.\n", - "Some of these functions, such as `linspace` and `logspace` can directly be constructed using `SIArray1.linspace` and `SIArray1.logspace`, respectively." + "There are several useful numpy methods to create arrays. Most of them can be simply multiplied by units to convert them to `SIObject` objects.\n", + "Some of these functions, such as `linspace` and `logspace` can directly be constructed using `si.linspace` and `si.logspace`, respectively." ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "pressures (numpy) = [100000, 125000, 150000, 175000, 200000] Pa\n", - "pressures (si) = [100000, 125000, 150000, 175000, 200000] Pa\n" + "pressures (numpy) = array([100000., 125000., 150000., 175000., 200000.]) Pa\n", + "pressures (si) = array([100000., 125000., 150000., 175000., 200000.]) Pa\n" ] } ], "source": [ - "ps_np = np.linspace(1, 2, 5) * BAR\n", - "ps_si = SIArray1.linspace(1 * BAR, 2 * BAR, 5)\n", + "ps_np = np.linspace(1, 2, 5) * si.BAR\n", + "ps_si = si.linspace(1 * si.BAR, 2 * si.BAR, 5)\n", "print(f\"pressures (numpy) = {ps_np}\")\n", "print(f\"pressures (si) = {ps_si}\")" ] @@ -406,12 +406,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Just like `SINumber`, division by a unit that matches the property stored in an array yields a numpy ndarray." + "Just like scalars, division by a unit that matches the property stored in an array yields a numpy ndarray." ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -424,77 +424,11 @@ } ], "source": [ - "ps_mpa = ps_np / (MEGA*PASCAL)\n", + "ps_mpa = ps_np / (si.MEGA*si.PASCAL)\n", "print(f\"pressures = {ps_mpa} MPa\")\n", "print(f\"data type = {type(ps_mpa)}\")" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Sometimes, we write functions that use arrays as input where it is possible that these arrays only contain one element.\n", - "A numpy array with a single element qualifies for multiplication rules of a *scalar* and a `SINumber` which can cause problems.\n", - "\n", - "Consider the following example:" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Array \"[1, 2] mol\" contains 2 elements.\n", - "\n", - "ERROR: object of type 'si_units.SINumber' has no len()\n" - ] - } - ], - "source": [ - "def print_length(array):\n", - " print(f'Array \"{array}\" contains {len(array)} elements.\\n')\n", - "\n", - "n2 = np.array([1.0, 2.0]) * MOL # data type: SIArray1\n", - "n1 = np.array([1.0]) * MOL # data type: SINumber\n", - "\n", - "try:\n", - " print_length(n2)\n", - " print_length(n1) # <- this fails, since n1 has data type SINumber, not SIArray1\n", - "except Exception as e:\n", - " print('ERROR:', e)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "This example does not work, because `np.array([1.0]) * MOL` has data type `SINumber` instead of `SIArray1`. We can construct a `SIArray1` using the base constructor:" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Array \"[1] mol\" contains 1 elements.\n", - "\n" - ] - } - ], - "source": [ - "# now it works\n", - "n1 = SIArray1(1.0*MOL)\n", - "print_length(n1)" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -504,12 +438,12 @@ "In conjunction to the base units, the `si` module also exports derived units (e.g. `HOUR = 3600 * SECOND`), constants and prefixes (such as `KILO` or `FEMTO`).\n", "Of course, we could multiply by a floating point number instead of using prefixes (e.g. `cm = 1e-2 * METER` vs. `cm = CENTI * METER`) but we think using prefixes make the code more readable.\n", "\n", - "For a complete overview of exported units constants and prefixes, take a look at the [documentation of the `si_units` Python package](https://itt-ustutt.github.io/quantity/api.html#si-base-units-and-associated-constants)." + "For a complete overview of exported units constants and prefixes, take a look at the [documentation of the `si_units` Python package](https://itt-ustutt.github.io/quantity/base/)." ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -528,18 +462,18 @@ ], "source": [ "# The seven constants that inform the base units\n", - "print('Hyperfine transition frequency of Cs:', DVCS)\n", - "print('Speed of light :', CLIGHT)\n", - "print('Planck constant :', PLANCK)\n", - "print('Elementary charge :', QE)\n", - "print('Boltzmann constant :', KB)\n", - "print('Avogradro constant :', NAV)\n", - "print('Luminous efficacy :', KCD)" + "print('Hyperfine transition frequency of Cs:', si.DVCS)\n", + "print('Speed of light :', si.CLIGHT)\n", + "print('Planck constant :', si.PLANCK)\n", + "print('Elementary charge :', si.QE)\n", + "print('Boltzmann constant :', si.KB)\n", + "print('Avogradro constant :', si.NAV)\n", + "print('Luminous efficacy :', si.KCD)" ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 16, "metadata": {}, "outputs": [ { @@ -553,8 +487,8 @@ ], "source": [ "# Derived constants\n", - "print('Gravitational constant:', G)\n", - "print('Ideal gas constant :', RGAS)" + "print('Gravitational constant:', si.G)\n", + "print('Ideal gas constant :', si.RGAS)" ] }, { @@ -563,7 +497,7 @@ "source": [ "## Summary\n", "\n", - "In `feos`, most interfaces use dimensioned units in form of `SINumber` and `SIArrayX` (where `X` stands for the dimnesion).\n", + "In `feos`, most interfaces use dimensioned units in form of `SIObject` from the `si-units` Python library.\n", "This enables us to write functions that can check for proper units and thus circumvent unit errors that could occur, e.g. providing mass densities instead of molar densities.\n", "\n", "In this example, we learned how to create and use these objects in conjunction with methods provided by `numpy`.\n", @@ -576,7 +510,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -590,7 +524,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.6" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/examples/core_dual_numbers.ipynb b/examples/core_dual_numbers.ipynb index fb42f871d..6ee56cf06 100644 --- a/examples/core_dual_numbers.ipynb +++ b/examples/core_dual_numbers.ipynb @@ -45,7 +45,7 @@ "outputs": [], "source": [ "from feos.eos import *\n", - "from feos.si import *\n", + "import si_units as si\n", "import numpy as np\n", " \n", "SQRT2 = np.sqrt(2)\n", @@ -77,18 +77,18 @@ " raise ValueError(\"Input parameters must all have the same lenght.\")\n", " \n", " if self.n == 1:\n", - " self.tc = (critical_temperature / KELVIN)[0]\n", - " self.pc = (critical_pressure / PASCAL)[0]\n", + " self.tc = (critical_temperature / si.KELVIN)[0]\n", + " self.pc = (critical_pressure / si.PASCAL)[0]\n", " self.omega = acentric_factor[0]\n", - " self.mw = (molar_weight / GRAM * MOL)[0]\n", + " self.mw = (molar_weight / si.GRAM * si.MOL)[0]\n", " else:\n", - " self.tc = critical_temperature / KELVIN\n", - " self.pc = critical_pressure / PASCAL\n", + " self.tc = critical_temperature / si.KELVIN\n", + " self.pc = critical_pressure / si.PASCAL\n", " self.omega = acentric_factor\n", - " self.mw = molar_weight / GRAM * MOL\n", + " self.mw = molar_weight / si.GRAM * si.MOL\n", " \n", - " self.a_r = 0.45724 * critical_temperature**2 * RGAS / critical_pressure / ANGSTROM**3 / NAV / KELVIN\n", - " self.b = 0.07780 * critical_temperature * RGAS / critical_pressure / ANGSTROM**3 / NAV\n", + " self.a_r = 0.45724 * critical_temperature**2 * si.RGAS / critical_pressure / si.ANGSTROM**3 / si.NAV / si.KELVIN\n", + " self.b = 0.07780 * critical_temperature * si.RGAS / critical_pressure / si.ANGSTROM**3 / si.NAV\n", " self.kappa = 0.37464 + (1.54226 - 0.26992 * acentric_factor) * acentric_factor\n", " self.delta_ij = np.zeros((self.n, self.n)) if delta_ij is None else delta_ij\n", " \n", @@ -135,26 +135,43 @@ " \"\"\"Number of components.\"\"\"\n", " return self.n\n", " \n", - " def subset(self, i: [int]):\n", + " def subset(self, i: list[int]):\n", " \"\"\"Return new equation of state containing a subset of all components.\"\"\"\n", " if self.n > 1:\n", " tc = self.tc[i] \n", " pc = self.pc[i]\n", " mw = self.mw[i]\n", " omega = self.omega[i]\n", - " return PyPengRobinson(tc*KELVIN, pc*PASCAL, omega, mw*GRAM/MOL)\n", + " return PyPengRobinson(tc*si.KELVIN, pc*si.PASCAL, omega, mw*si.GRAM/si.MOL)\n", " else:\n", " return self\n", " \n", - " def molar_weight(self) -> SIArray1:\n", + " def molar_weight(self) -> si.SIObject:\n", " if isinstance(self.mw, float):\n", - " return np.array([self.mw]) * GRAM / MOL\n", + " return np.array([self.mw]) * si.GRAM / si.MOL\n", " else:\n", - " return self.mw * GRAM / MOL\n", + " return self.mw * si.GRAM / si.MOL\n", " \n", - " def max_density(self, moles:[float]) -> float:\n", - " b = np.sum(moles * self.b) / np.sum(moles);\n", - " return 0.9 / b " + " def max_density(self, moles: list[float]) -> float:\n", + " b = np.sum(moles * self.b) / np.sum(moles)\n", + " return 0.9 / b\n", + " \n", + "\n", + "class PyPerfectGas:\n", + " def __init__(self, components):\n", + " \"\"\"Dummy implementation for an ideal gas with constant heat capacity\"\"\"\n", + " self.n = components\n", + "\n", + " def components(self) -> int: \n", + " \"\"\"Number of components.\"\"\"\n", + " return self.n\n", + " \n", + " def subset(self, i: list[int]):\n", + " \"\"\"Return new equation of state containing a subset of all components.\"\"\"\n", + " return PyPerfectGas(len(i))\n", + " \n", + " def ln_lambda3(self, temperature):\n", + " return np.ones(self.n)" ] }, { @@ -164,13 +181,13 @@ "outputs": [], "source": [ "# parameters for propane\n", - "tc = SIArray1(369.96 * KELVIN)\n", - "pc = SIArray1(4250000.0 * PASCAL)\n", + "tc = si.array(369.96 * si.KELVIN)\n", + "pc = si.array(4250000.0 * si.PASCAL)\n", "omega = np.array([0.153])\n", - "molar_weight = SIArray1(44.0962 * GRAM / MOL)\n", + "molar_weight = si.array(44.0962 * si.GRAM / si.MOL)\n", "\n", "# create an instance of our python class and hand it over to rust\n", - "eos = EquationOfState.python(PyPengRobinson(tc, pc, omega, molar_weight))" + "eos = EquationOfState.python_residual(PyPengRobinson(tc, pc, omega, molar_weight)).python_ideal_gas(PyPerfectGas(1))" ] }, { @@ -189,7 +206,7 @@ "metadata": {}, "outputs": [], "source": [ - "state = State(eos, temperature=300*KELVIN, volume=40744*ANGSTROM**3, total_moles=1/NAV)" + "state = State(eos, temperature=300*si.KELVIN, volume=40744*si.ANGSTROM**3, total_moles=1/si.NAV)" ] }, { @@ -237,10 +254,18 @@ "A/kT : [5.06008546]\n" ] }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_2450436/809879024.py:1: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)\n", + " state.helmholtz_energy() / (si.KB * 300*si.KELVIN)\n" + ] + }, { "data": { "text/plain": [ - "-6.554978406564657" + "-5.554978406564658" ] }, "execution_count": 4, @@ -249,7 +274,7 @@ } ], "source": [ - "state.helmholtz_energy() / (KB * 300*KELVIN)" + "state.helmholtz_energy() / (si.KB * 300*si.KELVIN)" ] }, { @@ -279,11 +304,19 @@ "text": [ "\n", "data type : \n", - "temperature: 300 + [0]ε\n", - "volume : 40744 + [1]ε\n", - "moles : [1 + [0]ε]\n", - "density : 0.000024543491066169253 + [-0.00000000060238295371513]ε\n", - "A/kT : 5.060085461999783 + [0.00000040024326944247174]ε\n" + "temperature: 300 + 0ε\n", + "volume : 40744 + 1ε\n", + "moles : [1 + 0ε]\n", + "density : 0.000024543491066169253 + -0.00000000060238295371513ε\n", + "A/kT : 5.060085461999783 + 0.00000040024326944247174ε\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_2450436/1295861783.py:65: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)\n", + " ak = ((1.0 - np.sqrt(tr)) * self.kappa + 1.0)**2 * self.a_r\n" ] }, { @@ -292,7 +325,7 @@ "$100\\,\\mathrm{kPa}$" ], "text/plain": [ - "100.00005278190909 kPa" + "100.00005278190908 kPa" ] }, "execution_count": 5, @@ -323,20 +356,28 @@ "text": [ "\n", "data type : \n", - "temperature: 300 + [1]ε\n", - "volume : 40744 + [0]ε\n", - "moles : [1 + [0]ε]\n", - "density : 0.000024543491066169253 + [0]ε\n", - "A/kT : 5.060085461999783 + [-0.025513116823522065]ε\n" + "temperature: 300 + 1ε\n", + "volume : 40744 + 0ε\n", + "moles : [1 + 0ε]\n", + "density : 0.000024543491066169253 + 0ε\n", + "A/kT : 5.060085461999783 + -0.025513116823522065ε\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_2450436/1295861783.py:65: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)\n", + " ak = ((1.0 - np.sqrt(tr)) * self.kappa + 1.0)**2 * self.a_r\n" ] }, { "data": { "text/latex": [ - "$118.14\\,\\mathrm{\\frac{ J}{molK}}$" + "$109.83\\,\\mathrm{\\frac{ J}{molK}}$" ], "text/plain": [ - "118.13947975470876 J/mol/K" + "109.82501713655553 J/mol/K" ] }, "execution_count": 6, @@ -363,7 +404,7 @@ "2. $\\left(\\frac{\\partial p}{\\partial V}\\right)_{\\mathbf{n}, T} \\rightarrow -\\left(\\frac{\\partial^2 A}{\\partial V^2}\\right)_{\\mathbf{n}, T}$: second derivative w.r.t volume,\n", "3. $\\left(\\frac{\\partial^2 A}{\\partial T^2}\\right)_{\\mathbf{n}, V}$: 2nd partial derivative w.r.t temperature.\n", "\n", - "Since we compute second partial derivatives, the data type is now `HyperDual64` (one real, 3 non-real values)." + "Since we compute second derivatives, the data type is now `HyperDual64` (one real, 3 non-real values) for mixed partial derivatives and `Dual2_64` (one real, 2 non-real values) for the other partial derivatives." ] }, { @@ -377,25 +418,33 @@ "text": [ "\n", "data type : \n", - "temperature: 300 + [0]ε1 + [1]ε2 + [0]ε1ε2\n", - "volume : 40744 + [1]ε1 + [0]ε2 + [0]ε1ε2\n", - "moles : [1 + [0]ε1 + [0]ε2 + [0]ε1ε2]\n", - "density : 0.000024543491066169253 + [-0.00000000060238295371513]ε1 + [0]ε2 + [0]ε1ε2\n", - "A/kT : 5.060085461999783 + [0.00000040024326944247174]ε1 + [-0.025513116823522065]ε2 + [-0.0000000023037315630585307]ε1ε2\n", + "temperature: 300 + 0ε1 + 1ε2 + 0ε1ε2\n", + "volume : 40744 + 1ε1 + 0ε2 + 0ε1ε2\n", + "moles : [1 + 0ε1 + 0ε2 + 0ε1ε2]\n", + "density : 0.000024543491066169253 + -0.00000000060238295371513ε1 + 0ε2 + 0ε1ε2\n", + "A/kT : 5.060085461999783 + 0.00000040024326944247174ε1 + -0.025513116823522065ε2 + -0.0000000023037315630585307ε1ε2\n", "\n", "data type : \n", - "temperature: 300 + [0]ε1 + [0]ε1²\n", - "volume : 40744 + [1]ε1 + [0]ε1²\n", - "moles : [1 + [0]ε1 + [0]ε1²]\n", - "density : 0.000024543491066169253 + [-0.00000000060238295371513]ε1 + [0.00000000000002956916128583988]ε1²\n", - "A/kT : 5.060085461999783 + [0.00000040024326944247174]ε1 + [-0.000000000019592452372041545]ε1²\n", + "temperature: 300 + 0ε1 + 0ε1²\n", + "volume : 40744 + 1ε1 + 0ε1²\n", + "moles : [1 + 0ε1 + 0ε1²]\n", + "density : 0.000024543491066169253 + -0.00000000060238295371513ε1 + 0.00000000000002956916128583988ε1²\n", + "A/kT : 5.060085461999783 + 0.00000040024326944247174ε1 + -0.000000000019592452372041545ε1²\n", "\n", "data type : \n", - "temperature: 300 + [1]ε1 + [0]ε1²\n", - "volume : 40744 + [0]ε1 + [0]ε1²\n", - "moles : [1 + [0]ε1 + [0]ε1²]\n", - "density : 0.000024543491066169253 + [0]ε1 + [0]ε1²\n", - "A/kT : 5.060085461999783 + [-0.025513116823522065]ε1 + [0.0001919137873859282]ε1²\n" + "temperature: 300 + 1ε1 + 0ε1²\n", + "volume : 40744 + 0ε1 + 0ε1²\n", + "moles : [1 + 0ε1 + 0ε1²]\n", + "density : 0.000024543491066169253 + 0ε1 + 0ε1²\n", + "A/kT : 5.060085461999783 + -0.025513116823522065ε1 + 0.0001919137873859282ε1²\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_2450436/1295861783.py:65: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)\n", + " ak = ((1.0 - np.sqrt(tr)) * self.kappa + 1.0)**2 * self.a_r\n" ] }, { @@ -404,7 +453,7 @@ "$-1.4939\\times10^{-4}\\,\\mathrm{\\frac{ms^{2}K}{kg}}$" ], "text/plain": [ - "-1.4938695195180555e-4 m kg^-1 s^2 K" + "-1.4938695195180641e-4 m kg^-1 s^2 K" ] }, "execution_count": 7, @@ -430,7 +479,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -444,7 +493,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.6" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/examples/core_user_defined_eos.ipynb b/examples/core_user_defined_eos.ipynb index 1d8fe99ca..a12603867 100644 --- a/examples/core_user_defined_eos.ipynb +++ b/examples/core_user_defined_eos.ipynb @@ -21,7 +21,8 @@ "- [Critical point](#Critical-point)\n", "- [Phase equilibria and phase diagrams](#Phase-equilibria-and-phase-diagrams)\n", "- [Mixtures](#Mixtures)\n", - "- [Comparison to Rust implementation](#Comparison-to-Rust-implementation)" + "- [Comparison to Rust implementation](#Comparison-to-Rust-implementation)\n", + "- [Ideal gas model](#Ideal-gas-model)" ] }, { @@ -31,7 +32,7 @@ "outputs": [], "source": [ "from feos.eos import *\n", - "from feos.si import *\n", + "import si_units as si\n", "import numpy as np\n", "\n", "optional = True\n", @@ -72,10 +73,20 @@ "``` \n", "\n", "- `components(self) -> int`: Returns the number of components (usually inferred from the shape of the input parameters).\n", - "- `molar_weight(self) -> SIArray1`: Returns an `SIArray1` with size equal to the number of components containing the molar mass of each component.\n", + "- `molar_weight(self) -> SIObject[np.ndarray[float]]`: Returns an `SIObject` with size equal to the number of components containing the molar mass of each component.\n", "- `max_density(self, moles: np.ndarray[float]) -> float`: Returns the maximum allowed number density in units of `molecules/Angstrom³`.\n", "- `subset(self, indices: List[int]) -> self`: Returns a new equation of state with parameters defined in `indices`.\n", - "- `helmholtz_energy(self, state: StateHD) -> Dual`: Returns the helmholtz energy as (hyper)-dual number given a `StateHD`." + "- `helmholtz_energy(self, state: StateHD) -> Dual`: Returns the helmholtz energy as (hyper)-dual number given a `StateHD`.\n", + "\n", + "The `StateHD` tpye provides access to the following properties of the state\n", + "- `state.temperature`: The temperature in `Kelvin`\n", + "- `state.volume`: The volume in `Angstrom³`\n", + "- `state.moles`: The mole numbers of every component in `1/N_AV`\n", + "- `state.partial_density`: The partial density of every component in `1/(N_AV*ANGSTROM**3)`\n", + "- `state.molefracs`: The molar composition\n", + "- `state.density`: The total density of the system in `1/(N_AV*ANGSTROM**3)`\n", + "\n", + "While the choice of units can seem confusing on the first glance, it is convenient for the implementation of molecular equations of state (like PC-SAFT), where parameters related to the size of the molecule (sigma) are usually given in `ANGSTROM`." ] }, { @@ -119,15 +130,15 @@ " ))) != 1:\n", " raise ValueError(\"Input parameters must all have the same lenght.\")\n", " \n", - " self.tc = critical_temperature / KELVIN\n", - " self.pc = critical_pressure / PASCAL\n", + " self.tc = critical_temperature / si.KELVIN\n", + " self.pc = critical_pressure / si.PASCAL\n", " self.omega = acentric_factor\n", - " self.mw = molar_weight / GRAM * MOL\n", + " self.mw = molar_weight / si.GRAM * si.MOL\n", "\n", - " self.a_r = (0.45724 * critical_temperature**2 * RGAS \n", - " / critical_pressure / ANGSTROM**3 / NAV / KELVIN)\n", - " self.b = (0.07780 * critical_temperature * RGAS \n", - " / critical_pressure / ANGSTROM**3 / NAV)\n", + " self.a_r = (0.45724 * critical_temperature**2 * si.RGAS \n", + " / critical_pressure / si.ANGSTROM**3 / si.NAV / si.KELVIN)\n", + " self.b = (0.07780 * critical_temperature * si.RGAS \n", + " / critical_pressure / si.ANGSTROM**3 / si.NAV)\n", " self.kappa = (0.37464 \n", " + (1.54226 - 0.26992 * acentric_factor) * acentric_factor)\n", " self.delta_ij = (np.zeros((self.n, self.n)) \n", @@ -170,7 +181,7 @@ " \"\"\"Number of components.\"\"\"\n", " return self.n\n", " \n", - " def subset(self, i: [int]):\n", + " def subset(self, i: list[int]):\n", " \"\"\"Return new equation of state containing a subset of all components.\"\"\"\n", " if self.n > 1:\n", " tc = self.tc[i] \n", @@ -178,19 +189,19 @@ " mw = self.mw[i]\n", " omega = self.omega[i]\n", " return PyPengRobinson(\n", - " SIArray1(tc * KELVIN), \n", - " SIArray1(pc * PASCAL), \n", + " si.array(tc * si.KELVIN), \n", + " si.array(pc * si.PASCAL), \n", " omega, \n", - " SIArray1(mw * GRAM / MOL)\n", + " si.array(mw * si.GRAM / si.MOL)\n", " )\n", " else:\n", " return self\n", " \n", - " def molar_weight(self) -> SIArray1:\n", - " return SIArray1(self.mw * GRAM / MOL)\n", + " def molar_weight(self) -> si.SIObject:\n", + " return si.array(self.mw * si.GRAM / si.MOL)\n", " \n", - " def max_density(self, moles:[float]) -> float:\n", - " b = np.sum(moles * self.b) / np.sum(moles);\n", + " def max_density(self, moles: list[float]) -> float:\n", + " b = np.sum(moles * self.b) / np.sum(moles)\n", " return 0.9 / b " ] }, @@ -207,14 +218,14 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ - "tc = SIArray1(369.96 * KELVIN)\n", - "pc = SIArray1(4250000.0 * PASCAL)\n", + "tc = si.array(369.96 * si.KELVIN)\n", + "pc = si.array(4250000.0 * si.PASCAL)\n", "omega = np.array([0.153])\n", - "molar_weight = SIArray1(44.0962 * GRAM / MOL)\n", + "molar_weight = si.array(44.0962 * si.GRAM / si.MOL)\n", "\n", "# create an instance of our python class and hand it over to rust\n", "pr = PyPengRobinson(tc, pc, omega, molar_weight)\n", @@ -241,65 +252,63 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "\u001b[0;31mInit signature:\u001b[0m \u001b[0mState\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m/\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mDocstring:\u001b[0m \n", - "A thermodynamic state at given conditions.\n", - "\n", - "Parameters\n", - "----------\n", - "eos : Eos\n", - " The equation of state to use.\n", - "temperature : SINumber, optional\n", - " Temperature.\n", - "volume : SINumber, optional\n", - " Volume.\n", - "density : SINumber, optional\n", - " Molar density.\n", - "partial_density : SIArray1, optional\n", - " Partial molar densities.\n", - "total_moles : SINumber, optional\n", - " Total amount of substance (of a mixture).\n", - "moles : SIArray1, optional\n", - " Amount of substance for each component.\n", - "molefracs : numpy.ndarray[float]\n", - " Molar fraction of each component.\n", - "pressure : SINumber, optional\n", - " Pressure.\n", - "molar_enthalpy : SINumber, optional\n", - " Molar enthalpy.\n", - "molar_entropy : SINumber, optional\n", - " Molar entropy.\n", - "molar_internal_energy: SINumber, optional\n", - " Molar internal energy\n", - "density_initialization : {'vapor', 'liquid', SINumber, None}, optional\n", - " Method used to initialize density for density iteration.\n", - " 'vapor' and 'liquid' are inferred from the maximum density of the equation of state.\n", - " If no density or keyword is provided, the vapor and liquid phase is tested and, if\n", - " different, the result with the lower free energy is returned.\n", - "initial_temperature : SINumber, optional\n", - " Initial temperature for temperature iteration. Can improve convergence\n", - " when the state is specified with pressure and molar entropy or enthalpy.\n", - "\n", - "Returns\n", - "-------\n", - "State : state at given conditions\n", - "\n", - "Raises\n", - "------\n", - "Error\n", - " When the state cannot be created using the combination of input.\n", - "\u001b[0;31mType:\u001b[0m type\n", - "\u001b[0;31mSubclasses:\u001b[0m \n" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[0;31mInit signature:\u001b[0m \u001b[0mState\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m/\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mDocstring:\u001b[0m \n", + "A thermodynamic state at given conditions.\n", + "\n", + "Parameters\n", + "----------\n", + "eos : Eos\n", + " The equation of state to use.\n", + "temperature : SINumber, optional\n", + " Temperature.\n", + "volume : SINumber, optional\n", + " Volume.\n", + "density : SINumber, optional\n", + " Molar density.\n", + "partial_density : SIArray1, optional\n", + " Partial molar densities.\n", + "total_moles : SINumber, optional\n", + " Total amount of substance (of a mixture).\n", + "moles : SIArray1, optional\n", + " Amount of substance for each component.\n", + "molefracs : numpy.ndarray[float]\n", + " Molar fraction of each component.\n", + "pressure : SINumber, optional\n", + " Pressure.\n", + "molar_enthalpy : SINumber, optional\n", + " Molar enthalpy.\n", + "molar_entropy : SINumber, optional\n", + " Molar entropy.\n", + "molar_internal_energy: SINumber, optional\n", + " Molar internal energy\n", + "density_initialization : {'vapor', 'liquid', SINumber, None}, optional\n", + " Method used to initialize density for density iteration.\n", + " 'vapor' and 'liquid' are inferred from the maximum density of the equation of state.\n", + " If no density or keyword is provided, the vapor and liquid phase is tested and, if\n", + " different, the result with the lower free energy is returned.\n", + "initial_temperature : SINumber, optional\n", + " Initial temperature for temperature iteration. Can improve convergence\n", + " when the state is specified with pressure and molar entropy or enthalpy.\n", + "\n", + "Returns\n", + "-------\n", + "State : state at given conditions\n", + "\n", + "Raises\n", + "------\n", + "Error\n", + " When the state cannot be created using the combination of input.\n", + "\u001b[0;31mType:\u001b[0m type\n", + "\u001b[0;31mSubclasses:\u001b[0m \n" + ] } ], "source": [ @@ -316,7 +325,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -328,20 +337,20 @@ "1.6605390671738466e-24 mol" ] }, - "execution_count": 6, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# If no amount of substance is given, it is set to 1/NAV.\n", - "s = State(eos, temperature=300*KELVIN, pressure=1*BAR)\n", + "s = State(eos, temperature=300*si.KELVIN, pressure=1*si.BAR)\n", "s.total_moles" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -353,7 +362,7 @@ "1 mol" ] }, - "execution_count": 7, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -361,92 +370,13 @@ "source": [ "s_pt = State(\n", " eos, \n", - " temperature=300*KELVIN, \n", - " pressure=1*BAR, \n", - " total_moles=1*MOL\n", + " temperature=300*si.KELVIN, \n", + " pressure=1*si.BAR, \n", + " total_moles=1*si.MOL\n", ")\n", "s_pt.total_moles" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can use other variables as well. For example, we can create a state at given $h, p$ (using the enthalpy from the prior computation as input):" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "thread '' panicked at 'No ideal gas model initialized!', src/eos.rs:" - ] - }, - { - "ename": "PanicException", - "evalue": "No ideal gas model initialized!", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mPanicException\u001b[0m Traceback (most recent call last)", - "Input \u001b[0;32mIn [9]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0m s_ph \u001b[38;5;241m=\u001b[39m \u001b[43mState\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 2\u001b[0m \u001b[43m \u001b[49m\u001b[43meos\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\n\u001b[1;32m 3\u001b[0m \u001b[43m \u001b[49m\u001b[43mpressure\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mBAR\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\n\u001b[1;32m 4\u001b[0m \u001b[43m \u001b[49m\u001b[43mmolar_enthalpy\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43ms_pt\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmolar_enthalpy\u001b[49m\u001b[43m(\u001b[49m\u001b[43mContributions\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mResidual\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 5\u001b[0m \u001b[43m)\u001b[49m\n", - "\u001b[0;31mPanicException\u001b[0m: No ideal gas model initialized!" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "49:10\n" - ] - } - ], - "source": [ - "s_ph = State(\n", - " eos, \n", - " pressure=1*BAR, \n", - " molar_enthalpy=s_pt.molar_enthalpy(Contributions.Residual)\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "rel. dev.\n", - "entropy : 1.2028878239185388e-16\n", - "density : -1.8532974044002563e-15\n", - "temperature: 1.5158245029548805e-15\n" - ] - } - ], - "source": [ - "# check if states are equal\n", - "print(\"rel. dev.\")\n", - "print(\n", - " \"entropy : \", \n", - " (s_ph.molar_entropy() - s_pt.molar_entropy()) / s_pt.molar_entropy()\n", - ")\n", - "print(\n", - " \"density : \", \n", - " (s_ph.mass_density() - s_pt.mass_density()) / s_pt.mass_density()\n", - ")\n", - "print(\n", - " \"temperature: \",\n", - " (s_ph.temperature - s_pt.temperature) / s_pt.temperature\n", - ")" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -459,7 +389,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -467,9 +397,9 @@ "output_type": "stream", "text": [ "Critical point\n", - "temperature: 369.9506174234607 K\n", + "temperature: 369.95061742346076 K\n", "density : 198.1862458057177 kg/m³\n", - "pressure : 4.249677749116942 MPa\n" + "pressure : 4.249677749116944 MPa\n" ] } ], @@ -493,7 +423,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -509,13 +439,13 @@ "phase 1: T = 300.00000 K, ρ = 11.53399 kmol/m³" ] }, - "execution_count": 28, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "vle = PhaseEquilibrium.pure(eos, 300.0*KELVIN)\n", + "vle = PhaseEquilibrium.pure(eos, 300.0*si.KELVIN)\n", "vle" ] }, @@ -528,7 +458,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -542,7 +472,7 @@ "T = 300.00000 K, ρ = 11.53399 kmol/m³" ] }, - "execution_count": 29, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -553,7 +483,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -567,7 +497,7 @@ "T = 300.00000 K, ρ = 488.99014 mol/m³" ] }, - "execution_count": 30, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -578,14 +508,14 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Heat of vaporization: 14.782343503305114 kJ/mol\n", + "Heat of vaporization: 14.782343503305125 kJ/mol\n", "for T = 300 K\n", "and p = 9.95 bar\n" ] @@ -593,9 +523,9 @@ ], "source": [ "# we can now easily compute any property:\n", - "print(\"Heat of vaporization: \", vle.vapor.molar_enthalpy() - vle.liquid.molar_enthalpy())\n", + "print(\"Heat of vaporization: \", vle.vapor.molar_enthalpy(Contributions.Residual) - vle.liquid.molar_enthalpy(Contributions.Residual))\n", "print(\"for T = {}\".format(vle.liquid.temperature))\n", - "print(\"and p = {:.2f} bar\".format(vle.liquid.pressure() / BAR))" + "print(\"and p = {:.2f} bar\".format(vle.liquid.pressure() / si.BAR))" ] }, { @@ -607,23 +537,23 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "vapor pressure (T = 300 K): 994.7761635610093 kPa\n", - "boiling temperature (p = 3 bar): 247.84035574956746 K\n" + "vapor pressure (T = 300 K): 994.776163561008 kPa\n", + "boiling temperature (p = 3 bar): 247.84035574956764 K\n" ] } ], "source": [ "# This also works for mixtures, in which case the pure component properties are computed.\n", "# Hence, the result is a list - that is why we use an index [0] here.\n", - "print(\"vapor pressure (T = 300 K):\", PhaseEquilibrium.vapor_pressure(eos, 300*KELVIN)[0])\n", - "print(\"boiling temperature (p = 3 bar):\", PhaseEquilibrium.boiling_temperature(eos, 2*BAR)[0])" + "print(\"vapor pressure (T = 300 K):\", PhaseEquilibrium.vapor_pressure(eos, 300*si.KELVIN)[0])\n", + "print(\"boiling temperature (p = 3 bar):\", PhaseEquilibrium.boiling_temperature(eos, 2*si.BAR)[0])" ] }, { @@ -640,11 +570,11 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ - "dia = PhaseDiagram.pure(eos, 230.0 * KELVIN, 500)" + "dia = PhaseDiagram.pure(eos, 230.0 * si.KELVIN, 500)" ] }, { @@ -656,35 +586,37 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "enthalpy_of_vaporization = [\n", - " (vle.vapor.molar_enthalpy() - vle.liquid.molar_enthalpy()) / (KILO * JOULE) * MOL \n", + " (vle.vapor.molar_enthalpy(Contributions.Residual) - vle.liquid.molar_enthalpy(Contributions.Residual)) / (si.KILO * si.JOULE) * si.MOL \n", " for vle in dia.states\n", "]" ] }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 15, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(7, 4))\n", - "sns.lineplot(x=dia.vapor.temperature / KELVIN, y=enthalpy_of_vaporization, ax=ax);\n", + "sns.lineplot(x=dia.vapor.temperature / si.KELVIN, y=enthalpy_of_vaporization, ax=ax);\n", "ax.set_ylabel(r\"$\\Delta^{LV}h$ / kJ / mol\")\n", "ax.set_xlabel(r\"$T$ / K\");" ] @@ -699,39 +631,43 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 16, "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "\u001b[0;31mSignature:\u001b[0m \u001b[0mdia\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_dict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mDocstring:\u001b[0m\n", - "Returns the phase diagram as dictionary.\n", - "\n", - "Units\n", - "-----\n", - "temperature : K\n", - "pressure : Pa\n", - "densities : mol / m³\n", - "molar enthalpies : kJ / mol\n", - "molar entropies : kJ / mol / K\n", - "\n", - "Returns\n", - "-------\n", - "dict[str, list[float]]\n", - " Keys: property names. Values: property for each state.\n", - "\n", - "Notes\n", - "-----\n", - "xi: liquid molefraction of component i\n", - "yi: vapor molefraction of component i\n", - "i: component index according to order in parameters.\n", - "\u001b[0;31mType:\u001b[0m builtin_function_or_method\n" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[0;31mSignature:\u001b[0m \u001b[0mdia\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_dict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcontributions\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mDocstring:\u001b[0m\n", + "Returns the phase diagram as dictionary.\n", + "\n", + "Parameters\n", + "----------\n", + "contributions : Contributions, optional\n", + " The contributions to consider when calculating properties.\n", + " Defaults to Contributions.Total.\n", + "\n", + "Returns\n", + "-------\n", + "Dict[str, List[float]]\n", + " Keys: property names. Values: property for each state.\n", + "\n", + "Notes\n", + "-----\n", + "- temperature : K\n", + "- pressure : Pa\n", + "- densities : mol / m³\n", + "- mass densities : kg / m³\n", + "- molar enthalpies : kJ / mol\n", + "- molar entropies : kJ / mol / K\n", + "- specific enthalpies : kJ / kg\n", + "- specific entropies : kJ / kg / K\n", + "- xi: liquid molefraction of component i\n", + "- yi: vapor molefraction of component i\n", + "- component index `i` matches to order of components in parameters.\n", + "\u001b[0;31mType:\u001b[0m builtin_function_or_method\n" + ] } ], "source": [ @@ -740,7 +676,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 17, "metadata": {}, "outputs": [ { @@ -764,106 +700,156 @@ " \n", " \n", " \n", - " density liquid\n", - " density vapor\n", - " molar enthalpy vapor\n", + " specific enthalpy vapor\n", " temperature\n", - " molar enthalpy liquid\n", - " pressure\n", + " molar enthalpy vapor\n", " molar entropy liquid\n", + " density liquid\n", + " mass density vapor\n", + " specific entropy vapor\n", + " specific entropy liquid\n", + " molar enthalpy liquid\n", + " specific enthalpy liquid\n", " molar entropy vapor\n", + " density vapor\n", + " pressure\n", + " mass density liquid\n", " \n", " \n", " \n", " \n", " 0\n", + " -3.570554\n", + " 230.000000\n", + " -0.157448\n", + " -0.035166\n", " 14125.988947\n", + " 2.302196\n", + " -0.003363\n", + " -0.797483\n", + " -18.921555\n", + " -429.097170\n", + " -0.000148\n", " 52.208491\n", - " 22.140400\n", - " 230.000000\n", - " 3.376293\n", " 96625.278174\n", - " 0.039106\n", - " 0.120689\n", + " 622.902434\n", " \n", " \n", " 1\n", + " -3.610123\n", + " 230.280462\n", + " -0.159193\n", + " -0.035119\n", " 14118.006852\n", + " 2.328805\n", + " -0.003399\n", + " -0.796418\n", + " -18.911909\n", + " -428.878435\n", + " -0.000150\n", " 52.811929\n", - " 22.135738\n", - " 230.280462\n", - " 3.383021\n", " 97830.133956\n", - " 0.039135\n", - " 0.120569\n", + " 622.550454\n", " \n", " \n", " 2\n", + " -3.650021\n", + " 230.560924\n", + " -0.160952\n", + " -0.035072\n", " 14110.010220\n", + " 2.355653\n", + " -0.003436\n", + " -0.795354\n", + " -18.902255\n", + " -428.659501\n", + " -0.000152\n", " 53.420767\n", - " 22.131064\n", - " 230.560924\n", - " 3.389761\n", " 99046.729400\n", - " 0.039164\n", - " 0.120449\n", + " 622.197833\n", " \n", " \n", " 3\n", + " -3.690251\n", + " 230.841386\n", + " -0.162726\n", + " -0.035025\n", " 14101.999011\n", + " 2.382740\n", + " -0.003473\n", + " -0.794290\n", + " -18.892592\n", + " -428.440366\n", + " -0.000153\n", " 54.035036\n", - " 22.126380\n", - " 230.841386\n", - " 3.396514\n", " 100275.143120\n", - " 0.039193\n", - " 0.120330\n", + " 621.844569\n", " \n", " \n", " 4\n", + " -3.730814\n", + " 231.121849\n", + " -0.164515\n", + " -0.034978\n", " 14093.973182\n", + " 2.410068\n", + " -0.003510\n", + " -0.793228\n", + " -18.882920\n", + " -428.221030\n", + " -0.000155\n", " 54.654773\n", - " 22.121683\n", - " 231.121849\n", - " 3.403278\n", " 101515.453964\n", - " 0.039221\n", - " 0.120211\n", + " 621.490660\n", " \n", " \n", "\n", "" ], "text/plain": [ - " density liquid density vapor molar enthalpy vapor temperature \\\n", - "0 14125.988947 52.208491 22.140400 230.000000 \n", - "1 14118.006852 52.811929 22.135738 230.280462 \n", - "2 14110.010220 53.420767 22.131064 230.560924 \n", - "3 14101.999011 54.035036 22.126380 230.841386 \n", - "4 14093.973182 54.654773 22.121683 231.121849 \n", + " specific enthalpy vapor temperature molar enthalpy vapor \\\n", + "0 -3.570554 230.000000 -0.157448 \n", + "1 -3.610123 230.280462 -0.159193 \n", + "2 -3.650021 230.560924 -0.160952 \n", + "3 -3.690251 230.841386 -0.162726 \n", + "4 -3.730814 231.121849 -0.164515 \n", + "\n", + " molar entropy liquid density liquid mass density vapor \\\n", + "0 -0.035166 14125.988947 2.302196 \n", + "1 -0.035119 14118.006852 2.328805 \n", + "2 -0.035072 14110.010220 2.355653 \n", + "3 -0.035025 14101.999011 2.382740 \n", + "4 -0.034978 14093.973182 2.410068 \n", + "\n", + " specific entropy vapor specific entropy liquid molar enthalpy liquid \\\n", + "0 -0.003363 -0.797483 -18.921555 \n", + "1 -0.003399 -0.796418 -18.911909 \n", + "2 -0.003436 -0.795354 -18.902255 \n", + "3 -0.003473 -0.794290 -18.892592 \n", + "4 -0.003510 -0.793228 -18.882920 \n", "\n", - " molar enthalpy liquid pressure molar entropy liquid \\\n", - "0 3.376293 96625.278174 0.039106 \n", - "1 3.383021 97830.133956 0.039135 \n", - "2 3.389761 99046.729400 0.039164 \n", - "3 3.396514 100275.143120 0.039193 \n", - "4 3.403278 101515.453964 0.039221 \n", + " specific enthalpy liquid molar entropy vapor density vapor \\\n", + "0 -429.097170 -0.000148 52.208491 \n", + "1 -428.878435 -0.000150 52.811929 \n", + "2 -428.659501 -0.000152 53.420767 \n", + "3 -428.440366 -0.000153 54.035036 \n", + "4 -428.221030 -0.000155 54.654773 \n", "\n", - " molar entropy vapor \n", - "0 0.120689 \n", - "1 0.120569 \n", - "2 0.120449 \n", - "3 0.120330 \n", - "4 0.120211 " + " pressure mass density liquid \n", + "0 96625.278174 622.902434 \n", + "1 97830.133956 622.550454 \n", + "2 99046.729400 622.197833 \n", + "3 100275.143120 621.844569 \n", + "4 101515.453964 621.490660 " ] }, - "execution_count": 37, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "data_dia = pd.DataFrame(dia.to_dict())\n", + "data_dia = pd.DataFrame(dia.to_dict(Contributions.Residual))\n", "data_dia.head()" ] }, @@ -876,7 +862,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ @@ -904,17 +890,19 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 19, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -924,17 +912,19 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 20, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -954,23 +944,23 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "# propane, butane mixture\n", - "tc = np.array([369.96, 425.2]) * KELVIN\n", - "pc = np.array([4250000.0, 3800000.0]) * PASCAL\n", + "tc = np.array([369.96, 425.2]) * si.KELVIN\n", + "pc = np.array([4250000.0, 3800000.0]) * si.PASCAL\n", "omega = np.array([0.153, 0.199])\n", - "molar_weight = np.array([44.0962, 58.123]) * GRAM / MOL\n", + "molar_weight = np.array([44.0962, 58.123]) * si.GRAM / si.MOL\n", "\n", "pr = PyPengRobinson(tc, pc, omega, molar_weight)\n", - "eos = EquationOfState.python(pr)" + "eos = EquationOfState.python_residual(pr)" ] }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 22, "metadata": {}, "outputs": [ { @@ -984,7 +974,7 @@ "T = 300.00000 K, ρ = 40.96869 mol/m³, x = [0.50000, 0.50000]" ] }, - "execution_count": 42, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" } @@ -992,10 +982,10 @@ "source": [ "s = State(\n", " eos, \n", - " temperature=300*KELVIN, \n", - " pressure=1*BAR, \n", + " temperature=300*si.KELVIN, \n", + " pressure=1*si.BAR, \n", " molefracs=np.array([0.5, 0.5]), \n", - " total_moles=MOL\n", + " total_moles=si.MOL\n", ")\n", "s" ] @@ -1009,43 +999,43 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[-15625.3474516824, -12435.866602695127] J/mol" + "array([ -93.60749754, -120.5269973 ]) J/mol" ] }, - "execution_count": 43, + "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "s.chemical_potential()" + "s.chemical_potential(Contributions.Residual)" ] }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "array([[ 4.90827975, -0.10593968],\n", - " [-0.10593968, 4.85467746]])" + "array([[ 4.90721995, -0.10487987],\n", + " [-0.10487987, 4.85361765]])" ] }, - "execution_count": 44, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "s.dmu_dni() / (KILO * JOULE / MOL**2)" + "s.dmu_dni() / (si.KILO * si.JOULE / si.MOL**2)" ] }, { @@ -1057,7 +1047,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 25, "metadata": {}, "outputs": [ { @@ -1065,13 +1055,13 @@ "text/markdown": [ "|temperature|density|molefracs\n", "|-|-|-|\n", - "|401.65486 K|3.99952 kmol/m³|[0.50000, 0.50000]|" + "|401.65562 K|3.99954 kmol/m³|[0.50000, 0.50000]|" ], "text/plain": [ - "T = 401.65486 K, ρ = 3.99952 kmol/m³, x = [0.50000, 0.50000]" + "T = 401.65562 K, ρ = 3.99954 kmol/m³, x = [0.50000, 0.50000]" ] }, - "execution_count": 45, + "execution_count": 25, "metadata": {}, "output_type": "execute_result" } @@ -1079,7 +1069,7 @@ "source": [ "s_cp = State.critical_point(\n", " eos, \n", - " moles=np.array([0.5, 0.5])*MOL\n", + " moles=np.array([0.5, 0.5])*si.MOL\n", ")\n", "s_cp" ] @@ -1093,7 +1083,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 26, "metadata": {}, "outputs": [ { @@ -1101,15 +1091,15 @@ "text/markdown": [ "||temperature|density|molefracs|\n", "|-|-|-|-|\n", - "|phase 1|350.00000 K|879.47505 mol/m³|[0.67625, 0.32375]|\n", - "|phase 2|350.00000 K|8.96382 kmol/m³|[0.50000, 0.50000]|\n" + "|phase 1|350.00000 K|879.50373 mol/m³|[0.67631, 0.32369]|\n", + "|phase 2|350.00000 K|8.96383 kmol/m³|[0.50000, 0.50000]|\n" ], "text/plain": [ - "phase 0: T = 350.00000 K, ρ = 879.47505 mol/m³, x = [0.67625, 0.32375]\n", - "phase 1: T = 350.00000 K, ρ = 8.96382 kmol/m³, x = [0.50000, 0.50000]" + "phase 0: T = 350.00000 K, ρ = 879.50373 mol/m³, x = [0.67631, 0.32369]\n", + "phase 1: T = 350.00000 K, ρ = 8.96383 kmol/m³, x = [0.50000, 0.50000]" ] }, - "execution_count": 46, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } @@ -1117,7 +1107,7 @@ "source": [ "vle = PhaseEquilibrium.bubble_point(\n", " eos, \n", - " 350*KELVIN, \n", + " 350*si.KELVIN, \n", " liquid_molefracs=np.array([0.5, 0.5])\n", ")\n", "vle" @@ -1132,34 +1122,36 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 27, "metadata": {}, "outputs": [], "source": [ - "vle = PhaseDiagram.binary_vle(eos, 350*KELVIN, npoints=50)" + "vle = PhaseDiagram.binary_vle(eos, 350*si.KELVIN, npoints=50)" ] }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 28, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(18, 6))\n", "# fig.title(\"T = 350 K, Propane (1), Butane (2)\")\n", - "sns.lineplot(x=vle.liquid.molefracs[:,0], y=vle.liquid.pressure / BAR, ax=ax[0])\n", - "sns.lineplot(x=vle.vapor.molefracs[:,0], y=vle.vapor.pressure / BAR, ax=ax[0])\n", + "sns.lineplot(x=vle.liquid.molefracs[:,0], y=vle.liquid.pressure / si.BAR, ax=ax[0])\n", + "sns.lineplot(x=vle.vapor.molefracs[:,0], y=vle.vapor.pressure / si.BAR, ax=ax[0])\n", "ax[0].set_xlabel(r\"$x_1$, $y_1$\")\n", "ax[0].set_ylabel(r\"$p$ / bar\")\n", "ax[0].set_xlim(0, 1)\n", @@ -1189,7 +1181,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 29, "metadata": {}, "outputs": [], "source": [ @@ -1198,27 +1190,27 @@ "eos_rust = EquationOfState.peng_robinson(PengRobinsonParameters.from_json([\"propane\"], \"peng-robinson.json\"))\n", "\n", "# python\n", - "tc = SIArray1(369.96 * KELVIN)\n", - "pc = SIArray1(4250000.0 * PASCAL)\n", + "tc = si.array(369.96 * si.KELVIN)\n", + "pc = si.array(4250000.0 * si.PASCAL)\n", "omega = np.array([0.153])\n", - "molar_weight = SIArray1(44.0962 * GRAM / MOL)\n", - "eos_python = EquationOfState.python(PyPengRobinson(tc, pc, omega, molar_weight))" + "molar_weight = si.array(44.0962 * si.GRAM / si.MOL)\n", + "eos_python = EquationOfState.python_residual(PyPengRobinson(tc, pc, omega, molar_weight))" ] }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "# let's first test if both actually yield the same results ;)\n", - "assert abs(State.critical_point(eos_python).pressure() / BAR - State.critical_point(eos_rust).pressure() / BAR) < 1e-13\n", - "assert abs(State.critical_point(eos_python).temperature / KELVIN - State.critical_point(eos_rust).temperature / KELVIN) < 1e-13" + "assert abs(State.critical_point(eos_python).pressure() / si.BAR - State.critical_point(eos_rust).pressure() / si.BAR) < 1e-13\n", + "assert abs(State.critical_point(eos_python).temperature / si.KELVIN - State.critical_point(eos_rust).temperature / si.KELVIN) < 1e-13" ] }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ @@ -1230,7 +1222,7 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 32, "metadata": {}, "outputs": [ { @@ -1238,7 +1230,7 @@ "output_type": "stream", "text": [ "Critical point for pure substance\n", - "Python implementation is slower by a factor of 48.\n" + "Python implementation is slower by a factor of 46.\n" ] } ], @@ -1250,17 +1242,17 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 33, "metadata": {}, "outputs": [], "source": [ - "time_python = timeit.timeit(lambda: PhaseDiagram.pure(eos_python, 300*KELVIN, 100), number=100)\n", - "time_rust = timeit.timeit(lambda: PhaseDiagram.pure(eos_rust, 300*KELVIN, 100), number=100)" + "time_python = timeit.timeit(lambda: PhaseDiagram.pure(eos_python, 300*si.KELVIN, 100), number=100)\n", + "time_rust = timeit.timeit(lambda: PhaseDiagram.pure(eos_rust, 300*si.KELVIN, 100), number=100)" ] }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 34, "metadata": {}, "outputs": [ { @@ -1268,7 +1260,7 @@ "output_type": "stream", "text": [ "Phase diagram for pure substance\n", - "Python implementation is slower by a factor of 31.\n" + "Python implementation is slower by a factor of 65.\n" ] } ], @@ -1277,11 +1269,99 @@ "print(f\"Phase diagram for pure substance\")\n", "print(f\"Python implementation is {'slower' if rel_dev < 0 else 'faster'} by a factor of {abs(time_python / time_rust):.0f}.\")" ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Ideal gas model \n", + "[↑ Back to top](#toc)\n", + "\n", + "So far, we only looked at properties and phase equilibria that can be calculated from a residual Helmholtz energy equation of state. If we are interested in caloric properties, we need to define a model for the ideal gas heat capacity as well. A Python implementation of a residual can be combined with either a Python or Rust implementation of the ideal gas model and vice versa. Here, we look at defining our own ideal gas model in Python.\n", + "\n", + "To implement an ideal gas model in Python, we have to define a `class` which has to have the following methods:" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [], + "source": [ + "class PyIdealGas:\n", + " def __init__(self, components):\n", + " \"\"\"Dummy implementation for an ideal gas in Python\"\"\"\n", + " self.n = components\n", + "\n", + " def components(self) -> int: \n", + " \"\"\"Number of components.\"\"\"\n", + " return self.n\n", + " \n", + " def subset(self, i: list[int]):\n", + " \"\"\"Return new ideal gas model containing a subset of all components.\"\"\"\n", + " return PyIdealGas(len(i))\n", + " \n", + " def ln_lambda3(self, temperature):\n", + " \"\"\"The thermal de Broglie wavelength (in ln(Angstrom³)) which is a function of temperature and can be obtained\n", + " from an ideal gas heat capacity model by integrating.\n", + " \n", + " Here we do a dummy implementation that simply results in a constant heat capacity.\"\"\"\n", + " return np.ones(self.n)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To instantiate the equation of state including the ideal gas model, we combine the implementation of Peng-Robinson from above with our new ideal gas model:" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [], + "source": [ + "eos = EquationOfState.python_residual(pr).python_ideal_gas(PyIdealGas(2))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now the equation of state can be used to calculate caloric properties" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "molar entropy: 92.20510899214936 J/mol/K\n", + "molar enthalpy: 2.327689334431307 kJ/mol\n", + "c_p: 165.1611891291935 J/kg/K\n", + "\n", + "partial molar enthalpy:\n", + "\tarray([2389.3025503 , 2312.28603047]) J/mol\n" + ] + } + ], + "source": [ + "state = State(eos, 300*si.KELVIN, pressure=si.BAR, molefracs=np.array([0.2,0.8]))\n", + "print(f\"molar entropy: {state.molar_entropy()}\")\n", + "print(f\"molar enthalpy: {state.molar_enthalpy()}\")\n", + "print(f\"c_p: {state.specific_isobaric_heat_capacity()}\")\n", + "print(f\"\\npartial molar enthalpy:\\n\\t{state.partial_molar_enthalpy()}\")" + ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -1295,7 +1375,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/examples/core_working_with_units.ipynb b/examples/core_working_with_units.ipynb index 51a5f2cae..3e902d13e 100644 --- a/examples/core_working_with_units.ipynb +++ b/examples/core_working_with_units.ipynb @@ -14,8 +14,7 @@ "\n", "Most interfaces in `FeOs` use dimensioned quantities as input. For example, to define a thermodynamic state at given temperature, pressure and amount of substance, all of these properties have to be multiplied by an apropriate unit before we can call the function that creates the state.\n", "\n", - "`FeOs` uses the [quantity](https://itt-ustutt.github.io/quantity/) crate which generates the `si_units` Python module. You might find this module useful on it's own in which case you can also install it as a separate python package.\n", - "For convenient use with `FeOs` however, it is re-exported as `feos.si`." + "`FeOs` uses the [quantity](https://itt-ustutt.github.io/quantity/) crate which generates the `si_units` Python module. To have consistency throughout the ecosystem, we recommend importing the package as `import si_units as si`" ] }, { @@ -24,7 +23,7 @@ "metadata": {}, "outputs": [], "source": [ - "from feos.si import *\n", + "import si_units as si\n", "import numpy as np" ] }, @@ -33,7 +32,7 @@ "metadata": {}, "source": [ "The `si` module contains units according to [the Standard Interational System of Units](https://en.wikipedia.org/wiki/International_System_of_Units) (SI), constants and prefixes.\n", - "A **scalar** floating point number multiplied or divided by a unit has the **`SINumber`** data type." + "A **scalar** floating point number multiplied or divided by a unit has the **`SIObject`** data type." ] }, { @@ -46,12 +45,12 @@ "output_type": "stream", "text": [ "temperature : 300.15 K\n", - "data type : \n" + "data type : \n" ] } ], "source": [ - "temperature = 300.15 * KELVIN\n", + "temperature = 300.15 * si.KELVIN\n", "print(f\"temperature : {temperature}\")\n", "print(f\"data type : {type(temperature)}\")" ] @@ -60,7 +59,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The representation of a `SINumber` (e.g. using `print`) uses a prefix (e.g. `k` for `kilo`) so that the numerical value is convenient. For example 1000 g will be represented as 1 kg. Internally, all values are stored with respect to the basic SI unit, i.e. `METER`, `KILOGRAM`, `SECOND`, `AMPERE`, `MOL`, `KELVIN`, and `CANDELA`." + "The representation of a `SIObject` (e.g. using `print`) uses a prefix (e.g. `k` for `kilo`) so that the numerical value is convenient. For example 1000 g will be represented as 1 kg. Internally, all values are stored with respect to the basic SI unit, i.e. `METER`, `KILOGRAM`, `SECOND`, `AMPERE`, `MOL`, `KELVIN`, and `CANDELA`." ] }, { @@ -83,7 +82,7 @@ } ], "source": [ - "1000 * GRAM" + "1000 * si.GRAM" ] }, { @@ -101,10 +100,10 @@ ], "source": [ "# volume of an ideal gas\n", - "t = 300.15 * KELVIN\n", - "p = 0.5 * BAR\n", - "n = 1.5 * MOL\n", - "v = n * RGAS * t / p\n", + "t = 300.15 * si.KELVIN\n", + "p = 0.5 * si.BAR\n", + "n = 1.5 * si.MOL\n", + "v = n * si.RGAS * t / p\n", "print(f\"v = {v}\")" ] }, @@ -112,7 +111,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We can use division to transform a `SINumber` to a `float` for the desired unit:" + "We can use division to transform a `SIObject` to a `float` for the desired unit:" ] }, { @@ -131,7 +130,7 @@ ], "source": [ "# temperature in Celsius\n", - "t_c = t / CELSIUS\n", + "t_c = t / si.CELSIUS\n", "print(f\"t = {t_c:3.2f} °C\")\n", "print(f\"data type = {type(t_c)}\")" ] @@ -169,23 +168,23 @@ ], "source": [ "# addition\n", - "pressure = 2.5 * BAR + 15_000 * PASCAL\n", + "pressure = 2.5 * si.BAR + 15_000 * si.PASCAL\n", "print('pressure :', pressure)\n", "\n", "# subtraction\n", - "temperature = 543.15 * KELVIN - 230.0 * CELSIUS\n", + "temperature = 543.15 * si.KELVIN - 230.0 * si.CELSIUS\n", "print('temperature :', temperature)\n", "\n", "# division\n", - "velocity = 360_000 * METER / HOUR\n", + "velocity = 360_000 * si.METER / si.HOUR\n", "print('velocity :', velocity)\n", "\n", "# division as transformation to target unit\n", - "v_cm_minute = velocity / (CENTI * METER / MINUTE) # this is a floating point number\n", + "v_cm_minute = velocity / (si.CENTI * si.METER / si.MINUTE) # this is a floating point number\n", "print(f'velocity (cm/min) : {v_cm_minute:8.1f}')\n", "\n", "# power\n", - "acceleration = 9.81 * METER / SECOND**2\n", + "acceleration = 9.81 * si.METER / si.SECOND**2\n", "print('acceleration :', acceleration)" ] }, @@ -212,15 +211,15 @@ ], "source": [ "# square root\n", - "speed = np.sqrt(METER**2 / SECOND**2)\n", + "speed = np.sqrt(si.METER**2 / si.SECOND**2)\n", "print('speed :', speed)\n", "\n", "# cubic root\n", - "box_length = (27_000 * ANGSTROM**3).cbrt()\n", + "box_length = (27_000 * si.ANGSTROM**3).cbrt()\n", "print('length :', box_length)\n", "\n", "# both numpy and methods of SINumbers work\n", - "assert(np.sqrt(METER**2 / SECOND**2) == (METER**2 / SECOND**2).sqrt())" + "assert(np.sqrt(si.METER**2 / si.SECOND**2) == (si.METER**2 / si.SECOND**2).sqrt())" ] }, { @@ -240,7 +239,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "ERROR: must be real number, not si_units.SINumber\n" + "ERROR: must be real number, not si_units._core.SIObject\n" ] } ], @@ -248,7 +247,7 @@ "from math import sqrt\n", "\n", "try:\n", - " sqrt(METER**2 / SECOND**2)\n", + " sqrt(si.METER**2 / si.SECOND**2)\n", "except Exception as e:\n", " print(\"ERROR:\", e)" ] @@ -266,19 +265,19 @@ "metadata": {}, "outputs": [ { - "ename": "PanicException", - "evalue": "Inconsistent units Pa + K", + "ename": "RuntimeError", + "evalue": "Inconsistent units Pa and K", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mPanicException\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mPASCAL\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mKELVIN\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;31mPanicException\u001b[0m: Inconsistent units Pa + K" + "\u001b[0;31mRuntimeError\u001b[0m Traceback (most recent call last)", + "Input \u001b[0;32mIn [9]\u001b[0m, in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43msi\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mPASCAL\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[43m \u001b[49m\u001b[43msi\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mKELVIN\u001b[49m\n", + "\u001b[0;31mRuntimeError\u001b[0m: Inconsistent units Pa and K" ] } ], "source": [ - "PASCAL + KELVIN" + "si.PASCAL + si.KELVIN" ] }, { @@ -303,18 +302,18 @@ } ], "source": [ - "MOL_M3 = MOL / METER**3 # we can create own units for future use\n", + "MOL_M3 = si.MOL / si.METER**3 # we can create own units for future use\n", "\n", "def ideal_gas_pressure(density, temperature):\n", " if not density.has_unit(MOL_M3):\n", " raise ValueError(\"Please provide the molar density, e.g. in units of mol/m³.\")\n", " else:\n", - " return density * temperature * RGAS\n", + " return density * temperature * si.RGAS\n", " \n", "try:\n", - " p1 = ideal_gas_pressure(0.5 * KILO * MOL / METER**3, 350 * KELVIN)\n", + " p1 = ideal_gas_pressure(0.5 * si.KILO * si.MOL / si.METER**3, 350 * si.KELVIN)\n", " print('p1 = ', p1)\n", - " p2 = ideal_gas_pressure(0.5 * KILOGRAM / METER**3, 350 * KELVIN)\n", + " p2 = ideal_gas_pressure(0.5 * si.KILOGRAM / si.METER**3, 350 * si.KELVIN)\n", " print('p2 = ', p2)\n", "except Exception as e:\n", " print(\"ERROR:\", e) " @@ -326,7 +325,7 @@ "source": [ "### Arrays of quantities\n", "\n", - "A **numpy array** of floating point numbers multiplied or divided by a unit has the `SIArrayX` data type, where the `X` stands for the dimension of the numpy array." + "The \"number\" part of the `SIObject` can be any type that supports the necessary operations. Aside from floats, those are, e.g., **numpy arrays** or **tensors**." ] }, { @@ -338,13 +337,13 @@ "name": "stdout", "output_type": "stream", "text": [ - "pressures = [100000, 200000] Pa\n", - "data type = \n" + "pressures = array([100000., 200000.]) Pa\n", + "data type = \n" ] } ], "source": [ - "ps = np.array([1.0, 2.0]) * BAR\n", + "ps = np.array([1.0, 2.0]) * si.BAR\n", "print(f\"pressures = {ps}\")\n", "print(f\"data type = {type(ps)}\")" ] @@ -353,7 +352,8 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Currently, indexing into an array only works for arrays of dimension one." + "The most important functionalities of array or tensor datatypes are also implemented for `SIObject`.\n", + "For example, you can index into an array of dimension one." ] }, { @@ -377,27 +377,27 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "There are several useful numpy methods to create arrays. Most of them can be simply multiplied by units to convert them to `SIArray` objects.\n", - "Some of these functions, such as `linspace` and `logspace` can directly be constructed using `SIArray1.linspace` and `SIArray1.logspace`, respectively." + "There are several useful numpy methods to create arrays. Most of them can be simply multiplied by units to convert them to `SIObject` objects.\n", + "Some of these functions, such as `linspace` and `logspace` can directly be constructed using `si.linspace` and `si.logspace`, respectively." ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "pressures (numpy) = [100000, 125000, 150000, 175000, 200000] Pa\n", - "pressures (si) = [100000, 125000, 150000, 175000, 200000] Pa\n" + "pressures (numpy) = array([100000., 125000., 150000., 175000., 200000.]) Pa\n", + "pressures (si) = array([100000., 125000., 150000., 175000., 200000.]) Pa\n" ] } ], "source": [ - "ps_np = np.linspace(1, 2, 5) * BAR\n", - "ps_si = SIArray1.linspace(1 * BAR, 2 * BAR, 5)\n", + "ps_np = np.linspace(1, 2, 5) * si.BAR\n", + "ps_si = si.linspace(1 * si.BAR, 2 * si.BAR, 5)\n", "print(f\"pressures (numpy) = {ps_np}\")\n", "print(f\"pressures (si) = {ps_si}\")" ] @@ -406,12 +406,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Just like `SINumber`, division by a unit that matches the property stored in an array yields a numpy ndarray." + "Just like scalars, division by a unit that matches the property stored in an array yields a numpy ndarray." ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -424,77 +424,11 @@ } ], "source": [ - "ps_mpa = ps_np / (MEGA*PASCAL)\n", + "ps_mpa = ps_np / (si.MEGA*si.PASCAL)\n", "print(f\"pressures = {ps_mpa} MPa\")\n", "print(f\"data type = {type(ps_mpa)}\")" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Sometimes, we write functions that use arrays as input where it is possible that these arrays only contain one element.\n", - "A numpy array with a single element qualifies for multiplication rules of a *scalar* and a `SINumber` which can cause problems.\n", - "\n", - "Consider the following example:" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Array \"[1, 2] mol\" contains 2 elements.\n", - "\n", - "ERROR: object of type 'si_units.SINumber' has no len()\n" - ] - } - ], - "source": [ - "def print_length(array):\n", - " print(f'Array \"{array}\" contains {len(array)} elements.\\n')\n", - "\n", - "n2 = np.array([1.0, 2.0]) * MOL # data type: SIArray1\n", - "n1 = np.array([1.0]) * MOL # data type: SINumber\n", - "\n", - "try:\n", - " print_length(n2)\n", - " print_length(n1) # <- this fails, since n1 has data type SINumber, not SIArray1\n", - "except Exception as e:\n", - " print('ERROR:', e)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "This example does not work, because `np.array([1.0]) * MOL` has data type `SINumber` instead of `SIArray1`. We can construct a `SIArray1` using the base constructor:" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Array \"[1] mol\" contains 1 elements.\n", - "\n" - ] - } - ], - "source": [ - "# now it works\n", - "n1 = SIArray1(1.0*MOL)\n", - "print_length(n1)" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -504,12 +438,12 @@ "In conjunction to the base units, the `si` module also exports derived units (e.g. `HOUR = 3600 * SECOND`), constants and prefixes (such as `KILO` or `FEMTO`).\n", "Of course, we could multiply by a floating point number instead of using prefixes (e.g. `cm = 1e-2 * METER` vs. `cm = CENTI * METER`) but we think using prefixes make the code more readable.\n", "\n", - "For a complete overview of exported units constants and prefixes, take a look at the [documentation of the `si_units` Python package](https://itt-ustutt.github.io/quantity/api.html#si-base-units-and-associated-constants)." + "For a complete overview of exported units constants and prefixes, take a look at the [documentation of the `si_units` Python package](https://itt-ustutt.github.io/quantity/base/)." ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -528,18 +462,18 @@ ], "source": [ "# The seven constants that inform the base units\n", - "print('Hyperfine transition frequency of Cs:', DVCS)\n", - "print('Speed of light :', CLIGHT)\n", - "print('Planck constant :', PLANCK)\n", - "print('Elementary charge :', QE)\n", - "print('Boltzmann constant :', KB)\n", - "print('Avogradro constant :', NAV)\n", - "print('Luminous efficacy :', KCD)" + "print('Hyperfine transition frequency of Cs:', si.DVCS)\n", + "print('Speed of light :', si.CLIGHT)\n", + "print('Planck constant :', si.PLANCK)\n", + "print('Elementary charge :', si.QE)\n", + "print('Boltzmann constant :', si.KB)\n", + "print('Avogradro constant :', si.NAV)\n", + "print('Luminous efficacy :', si.KCD)" ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 16, "metadata": {}, "outputs": [ { @@ -553,8 +487,8 @@ ], "source": [ "# Derived constants\n", - "print('Gravitational constant:', G)\n", - "print('Ideal gas constant :', RGAS)" + "print('Gravitational constant:', si.G)\n", + "print('Ideal gas constant :', si.RGAS)" ] }, { @@ -563,7 +497,7 @@ "source": [ "## Summary\n", "\n", - "In `feos`, most interfaces use dimensioned units in form of `SINumber` and `SIArrayX` (where `X` stands for the dimnesion).\n", + "In `feos`, most interfaces use dimensioned units in form of `SIObject` from the `si-units` Python library.\n", "This enables us to write functions that can check for proper units and thus circumvent unit errors that could occur, e.g. providing mass densities instead of molar densities.\n", "\n", "In this example, we learned how to create and use these objects in conjunction with methods provided by `numpy`.\n", @@ -576,7 +510,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -590,7 +524,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.6" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/examples/gc_pcsaft_functional.ipynb b/examples/gc_pcsaft_functional.ipynb index dd2cacf4c..e71aa32e7 100644 --- a/examples/gc_pcsaft_functional.ipynb +++ b/examples/gc_pcsaft_functional.ipynb @@ -14,10 +14,10 @@ "metadata": {}, "outputs": [], "source": [ - "from feos.si import *\n", "from feos.dft import *\n", "from feos.gc_pcsaft import *\n", "\n", + "import si_units as si\n", "import matplotlib.pyplot as plt" ] }, @@ -41,8 +41,8 @@ " '../parameters/pcsaft/sauer2014_hetero.json'\n", ")\n", "func = HelmholtzEnergyFunctional.gc_pcsaft(parameters)\n", - "vle = PhaseEquilibrium.pure(func, 300*KELVIN)\n", - "profile = PlanarInterface.from_tanh(vle, 4096, 100*ANGSTROM, 600*KELVIN).solve()" + "vle = PhaseEquilibrium.pure(func, 300*si.KELVIN)\n", + "profile = PlanarInterface.from_tanh(vle, 4096, 100*si.ANGSTROM, 600*si.KELVIN).solve()" ] }, { @@ -52,7 +52,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "
" ] @@ -66,7 +66,7 @@ "source": [ "f, ax = plt.subplots()\n", "\n", - "ax.plot(profile.z/(NANO*METER), (profile.density*NAV*(NANO*METER)**3).T)\n", + "ax.plot(profile.z/(si.NANO*si.METER), (profile.density*si.NAV*(si.NANO*si.METER)**3).T)\n", "ax.legend(['CH$_3$'] + ['CH$_2$']*4 + ['OH'])\n", "ax.set_xlabel('$z~~/~~\\mathrm{nm}$')\n", "ax.set_ylabel('$\\\\rho~~/~~\\mathrm{nm}^{-3}$')\n", @@ -87,11 +87,11 @@ "metadata": {}, "outputs": [], "source": [ - "bulk = State(func, 300*KELVIN, pressure=5*BAR)\n", + "bulk = State(func, 300*si.KELVIN, pressure=5*si.BAR)\n", "solver = DFTSolver().picard_iteration(tol=1e-5, damping_coefficient=0.05).anderson_mixing()\n", "pore = Pore1D(\n", " Geometry.Cartesian, \n", - " 20*ANGSTROM, \n", + " 20*si.ANGSTROM, \n", " ExternalPotential.LJ93(3.0, 10.0, 0.08)\n", ").initialize(bulk).solve(solver)" ] @@ -103,7 +103,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ "
" ] @@ -117,7 +117,7 @@ "source": [ "f, ax = plt.subplots()\n", "\n", - "ax.plot(pore.z/(NANO*METER), (pore.density*NAV*(NANO*METER)**3).T)\n", + "ax.plot(pore.z/(si.NANO*si.METER), (pore.density*si.NAV*(si.NANO*si.METER)**3).T)\n", "ax.legend(['CH$_3$'] + ['CH$_2$']*4 + ['OH'])\n", "ax.set_xlabel('$z~~/~~\\mathrm{nm}$')\n", "ax.set_ylabel('$\\\\rho~~/~~\\mathrm{nm}^{-3}$')\n", @@ -147,11 +147,11 @@ " '../parameters/pcsaft/sauer2014_hetero.json'\n", " )\n", " func = HelmholtzEnergyFunctional.gc_pcsaft(parameters)\n", - " bulk = State(func, 300*KELVIN, pressure=5*BAR)\n", + " bulk = State(func, 300*si.KELVIN, pressure=5*si.BAR)\n", " solver = DFTSolver().picard_iteration(tol=1e-5, damping_coefficient=0.05).anderson_mixing()\n", " return Pore1D(\n", " Geometry.Cartesian, \n", - " 20*ANGSTROM, \n", + " 20*si.ANGSTROM, \n", " ExternalPotential.LJ93(3.0, 10.0, 0.08)\n", " ).initialize(bulk).solve(solver)\n", "\n", @@ -166,7 +166,7 @@ "outputs": [ { "data": { - "image/png": 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9e/eSk5PD00/L+ZlCiKrtl3+OUzvUh5Y1Asv0vnrheoG5/ck5l7lSCOeRRFCI0tgyE5QRmtxQuutrdgSjJ+xf7ti4hHCB5cuXY7FYuOuuuwAwGo1MnTqVzz//vNQH5gohRGWTlFXA34fSGNwiCqVUmd4b4GUm1NeTAymSCAr3IcdHCHE5mqYfIF+nO/iVsuyzhzfUaAdH/nRoaEK8tu41dqfvtmubDYMbMrHdxIu+vmPHDlq3bn3Oc/7+/tSsWZP9+/ezevVqWrRocea1o0ePnrdcVAghKptF2xPRNOjfrHq53h9bzYcDKbl2jkqI8pMZQSEuJ3kXnDwMjcr4QbZGe0jcBkXyS19ULZqmXfBu+Onnu3TpwubNm898DRo0yAVRCiGEfS3YlkD9cF/qhvmW6/2xYb4yIyjciswICnE5e+brj/X7lu19NdqDZoXj/0DtLvaPSwi45Mydo8TFxfHzzz+f81xWVhbHjh0jNjbW6fEIIYSjJWcXsO5wOg/1qlfuNuqE+pCRV0x6bhHBPh52jE6I8pEZQSEuZ/cCiGoN/mVcChLdRn88ttb+MQnhQr169SIvL4+vvvoKAKvVyiOPPMKIESPw9vZ2cXRCCGF/v+1IQtOgX9PyLQsFfUYQkFnBK0BiYiLDhg0jNjaWxo0b069fP/bu3Yuv77mzydOnT2fcuHEuilISQSEuLStBrxbaoF/Z3+sdDKEN4Ng6+8clhAsppfjll1/48ccfqVevHvXr18disTB58mRXhyaEEA6xYGsCdcN8qX+q+md5xIaeSgSlcmiVpmkaQ4YMoXv37hw4cICdO3cyefJkkpKSXB3aeZy+NFQp9TkwAEjWNK3JqefeAAYCRcAB4C5N0zKcHZsQ59m7UH9s2L9876/RDnbNBZsNDHLfRVQdNWrUYO7cuec93717d7p3737Oc9OnT3dOUFWAjJFCuJ/UnELWHkpjXI+6FWonMtCC0aCIP5lvp8iEO1qxYgVms5nRo0efee7sAmruxBV7BKcD7wNfnfXcEuBJTdNKlFKvAU8Czt/4IsR/7V4AQbWhWsPyvT+6DWz6GjIOQ3Adu4YmhKiSpiNjpBBuZfGOJGwa9K3AslAAk9FAhL+F+JNyzI4zuKKqNsD27dvPq6x9Wn5+/jlJYXp6uksLqjl9ikLTtFVA+n+eW6xpWsmpb/8Gop0dlxDnKcyGQ7/ry0LLeF7QGdVb6I8nNtsrKiFEFSZjpBDuZ8G2BOqE+tAwovzLQk+LDvKSGcErmJeX1zlVtV988cUzr82ePZt7772X6667jsWLFzslHnesGjoS+P5iLyqlRgGjAGrWrOmsmMSVaP8ysBZBw3LsDzwtrBEYzJCwBZoMtV9sQogr1UXHSBkfhbC/9Nwi/jqYxuhudcp8iPyF1Aj25o99qXaITFyOK6pqg15Z+6effirz+wYPHszgwYM5efIkjz76KL1793ZAdOdyq01LSqmngRJgxsWu0TTtY03T2mia1qZatWrOC05cefYsAK8gqHFV+dsweUJ4Yz0RFEKICrjcGHn2+BgaHIw1Oxtbfj5acTGapjk3WCGqiCU7E7HaNPo2qdiy0NOig7xIyi6gsMRql/aE++nZsyeFhYV88sknZ55bv349v//+e6ne//LLLzN27FhHhXcOt5kRVEoNR98g30uTEUu4mrUY9v4GDfqCsYL/TKo31wvGaFr5l5gKIa5oZR0jC3ftZm/bduc+aTZjMJsx+Ppi8PPDeOrR4OeLMTAQc1gYpmrV/v0KD8cYHGyXWRAhKqv52xKpFeJNXKS/XdqLDvJG0yAho4CYUB+7tCncy+nK2uPHj+fVV1/FYrEQExPD22+/fcn3aZrGE088Qd++fWnVqpVTYnWLRFAp1Qd943s3TdNkB61wvaN/QUFG+Y6N+K/qzeGfryDzGARW7uVau9b8w4Fff8McHESn+27FN9A+A6MQ4uLKM0aaqlcnbOJEtJJiKClBKy5BKylBKyzEmpuDLTsHW3Y21qwsio8fx5qejjUz87x2DN7emGvVwqNmTf0rphae9RvgWa8uBovFzj+pEO4lI6+INftTuaeLfZaFgj4jCHDsZJ4kglVYZGQkP/zww3nP5+Sce3TIiBEjGDFiBADvvfceS5cuJTMzk/37959TddRRXHF8xHdAdyBUKRUPPI9eAc0TWHLqH9rfmqY5/qcX4mJ2LwCjJ8T2rHhb1VvqjwlbKm0iaLPZmPfwi8Qu+oFY9MmI9b98T6PvviaittStEMJe7DVGmkKCCblrRJn6thUVYU1JoTg5mZKUFEoSkyg6doyio0co3LOH7GXLoORUzRqjEY/aMVgaNsLSuDHerVpiadwY5eFRxp9YCPe1eGcSJTaN/hWsFnq204mgFIwR//Xggw/y4IMPOrVPpyeCmqbdcoGnP3N2HEJclKbp+wPrdAdP34q3F94YlFGvHNpoYMXbc4EFj0+m3qLv2duyG52nvMjeP9YT8NJTbL57DNcs/gWjyejqEIWoElw5Rho8PDBERWGOirrg61pJCcXHj1OwZw+Fu3dTsGs3eRs3kjVvHgDKYsGrWTO827TGp1MnvJo3R5ncYuGREOWycFsC0UFeNImy3+qXCH8LBgUnMiQRFK4nv6GF+K/knZBxBDpPsE97Zi/9HMLEbfZpz8nW/fwbsfNmsK9ZZwZ8/QFGk5EON/dnSXwCtT55k+Xvfck1E0a6OkzhAomJiYwfP57169fj6el5Zg9Eq1atzln+Mn36dDZs2MD777/vwmhFRSmTCY9atfCoVQvOqmZXkpJC3j+byNu4gfwNG0n96H+kfjgNQ0AAvp064dutK77du2MMCHBh9EKUTWZ+MX/sT+WuTrXtuk/WZDQQ6utJUlaB3doUorwkERTiv3Yv0B8b9LVfm+GN4ejf9mvPSXIzcyic/CJ5AWH0+mTqOTN/vSaMZPkvP2D8/musDwyXWcErjKZpDBkyhOHDhzNz5kwANm/eTFJSkosjE85mqlYN/2t743+tnhxas7PJ/XMNOb//Ts7q1WQtWIAym/Hp2pWAAf3x7d4dg5eXi6MW4tKW7kyi2KrRz47LQk+LCLCQmFVo93aFKCtJBIX4rz3zIaoN+EXYr83wONj2I+RngFeg/dp1sOUvTaVubjq5r72PT8C5y2QNBgPqplup/uFrrJ/1G1fdZIfCOqLSWLFiBWaz+ZzN7C1atHBdQMJtGP388O9zLf59rkWz2SjYvp2s+QvIWriQnGXLMHh74z9oIEG33IKlQQNXhyvEBS3cnkBUoBfNo+0/kx3ub+FomtRGFK4niaAQZ8s6ASc2Qa/n7NtuWJz+mLwLanWwb9sOkngonqhFP7G/QVsGXtfrgtd0GHkTuz55h6TZc0ESQZdInDyZwl277dqmZ6OGRDz11CWv2b59O61bt77ga/n5+eckhenp6QwaNMieIYpKQhkMeDVrhlezZoQ9/hh56zeQOXs2mb/MJmPm93i1bEnQrbfi37eP7CcUbiO7oJhVe1O5s0MthxyfEu7vyfrD6XZvV4iycqsD5YVwuT2nl4X2t2+74acSwaTt9m3Xgda+8g4e1hIaT3ryotd4+3oTH9eOqG1/U5AnG9+FzsvLi82bN5/5evHFF8+8tmvXLkaPHs0NN9zAtGnTXBilcDZlNOJzVXsiX32Fer+vJOyJiVjT0znx2GMcuLYP6d9+i61A9k0J11u2K5kiq42+DlgWCnrBmIy8YgqK5VB54Vpy+02Is+1eAMF1oJqdlyv5R4IlQC9EUwmkHU+mxprFHGzakUEtG13y2uA+1+KzeRVbF62m3dDel7xW2N/lZu4cJS4ujp9++qnM72vUqBEfffQRNpuNe++91wGRicrAGBhIyIgRBN95Jzkrfyftf/8j6cWXSP1wGiEjRxJ0260YPD1dHaa4Qi3YlkCEv4WWNQId0n64v34GZ1JWAbVC5CxB4ToyIyjEaQVZcGiVfoi8vZeCKAXhTSBph33bdZA1b36EV0kRDR4ee9lrmw/qRYkykLjsdydEJtxFz549KSws5JNPPjnz3Pr16/n998v/PZgzZw6dO3emV68LLzkWVw5lMODXswe1Zn5HzS+/xFK/Hsmvv86BPn3JmPULmlVmTIRz5RSWsHJvCn2bRmAw2H9ZKOjFYgCSpGBMlRUfH891111HvXr1iI2N5aGHHqKoqIiVK1cyYMCAc64dMWJEuW6s2oMkgkKctn8p2IqhoZ2XhZ4W1hiSdurnFLqx3Mwcwpf+yv56rWhwVYvLXu8fHEB8ZF28tm5wfHDCbSil+OWXX1iyZAmxsbHExcUxadIkIiMjL/veQYMGsWbNGmbMmOGESEVloJTCp307an7+OTWnf4EpNJSEp57i0ODB5JTi5oIQ9rJ8dzJFJTaHVAs97fSMYKIcIVElaZrG0KFDGTx4MPv27WPv3r3k5OTw9NNPuzq088jSUCFO27MQvIIhup1j2g+Pg6JsyDgKQbUc04cdrPl0JtFFeaiRI0r9nuKmLamx6AeyT2bhF2S/g3eFe4uMjOSHH3447/mzzxAE/W7niBEjAFi5ciWzZs2isLCQfv2kwJA4n89VVxHzw/dk/7aYlKlTOXbfaHy7dyf86afwqFHD1eGJKm7htgTC/DxpXTPIYX2cWRqaKYlgVbR8+XIsFgt33XUXAEajkalTp1K7dm169Ojh4ujOJYmgEADWYtj3m14kxuigfxZnCsbscNtE0GazweyfSAiKpPtFKoVeSEi7VhgXfc/ulWtpO+QaB0YoKrvu3bvTvXt3V4ch3JxSCv8+1+LXswfpX39D6gcfcLD/AELuuYeQUfdisFhcHaKogvKKSlixJ5mb29Rw2LJQAH+LCS+zUQ6VdzBXVdXesWPHeVW1/f39qVmzJvv372f16tXnVNY+evToectFnUWWhgoBcGQNFGRCQwfOUISdKrqS7L77BLct+4volCMUDRiCwVD6Xw8Nu10FQNJaWR4qhLAf5eFByN0jqbNwAX7XXEPqhx9ysP8Acv7809WhiSpoxe4UCoodVy30NKUUoX4epOUWObQf4Rqapl3w2JHTz3fp0uWcytquPF5JZgSFAP3YCKMnxPZ0XB+efhBYy60Lxhz+7CtqmDzpcN9tZXpfSFQY2wLC0HZWnuMxhBCVhzk8nKg3pxB4000kPv88x+6+h4DrhxI+cSJGf1mOLuxjwfYEQn09aRsT7PC+Qnw8Sc2RYjGO5Mqq2j///PM5z2VlZXHs2DFiY2NdEtPFyIygcIlj2cf4ZOsnjF02lsGzBzN49mDGLB3Dp9s+JT473rnBaBrsnq8ngR4OLuMc3kQvGOOG0o4nE7N1DcfadCMgtOx7IzJrNyD06D59eakQQjiAT/t21J79CyH33kvm7F852H8A2cuWuTosUQXkF1lZviuZPk3CMTpwWehpob4epObIjGBV1KtXL/Ly8vjqq68AsFqtPPLII4wYMQJvb28XR3cuSQSFUx3LOsbEVRPpP6s/7256lxM5J4gJiKF2QG0SchN455936P9Lf55a/RSJuYnOCSphC2Qeg0ZOWJ8d3hjS9kOx++0LWP/F93jYSqg78vZyvd/csBGBBdmkHHXS/29CiCuSwWIh7JGHifn+e4whIcSPHcfxRx7Fmpnp6tBEJfb73mTyi630a+LYZaGnhfp6kiYzglXS6araP/74I/Xq1aN+/fpYLBYmT57s6tDOI0tDhVNomsZ3u79j6sapKKUY2WQkNze4meq+5/7CTchJ4Lvd3/Ht7m9ZGb+S5zs8z7Ux1zo2uN3zQBmgfh/H9gN6wRjNCql7oHpzx/dXBmrJQo6HRHN117blen9IE30P5OH1WwmPufwRAqJiLrYHobLT3Px4FeE+vJrEUfvHH0j79FNSPviQvI0biXz1FXyuusrVoYlKaP62REJ8PGhX2/HLQgFCfPU9gjab5tDCNMI1atSowdy5c897/kIF06ZPn+6coC5AZgSFwxWUFPDYqsd4Zd0rtIlow9zBcxnfevx5SSBAdd/qPNzmYWYNmkXtgNo8+vujfLz1Y8d+ONw9H2p2BJ9Qx/VxWthZlUPdyL7126mZdIiinuVPhmu30xPbtO277BWWuAiLxUJaWlqVS5o0TSMtLQ2LVIQUpaTMZkLvv5+YmTMxeHlx9K6RJL3+BrYiWXInSq+g2MryXUn0jovAZHTOR+MQH0+sNo3M/GKn9CfEhciMoHCo1PxUHlz+INtTt/Nw64cZETeiVLMYNf1r8sW1X/D8mud5b9N7ZBVm8UibR+w/A5J2AJJ3wrWv2LfdiwmuAyaL2yWCu76cSR1loNXIm8vdRljN6hy0+FG8b68dIxMXEh0dTXx8PCkpKa4Oxe4sFgvR0dGuDkNUMl5N4qj9808kvf466Z9/Tu6aNURNeQPPunVdHZqoBFbuSSa3yEq/phFO6zPE1wOAtNxCgnw8nNavEGeTRFA4THpBOnf/djcJuQlM7TGVXjVLfy4dgIfRg8mdJ+Nr9uXLnV/i6+HL6Oaj7Rvk7vn6Y8P+9m33YowmqNbQrRLBkuISQtYs43DtpjSpXbEP4Olh0ViOH7FTZOJizGYztWvXdnUYQrgVg7c31SdNwrdrNxKeeYZDN9xIxKTnCRw82NWhCTc3Z8sJQn096FAnxGl9VvP1BCAlu4i6YU7r9opQVbdOgP23T8jSUOEQmYWZjFo8iuM5x/mg1wdlTgJPU0rxZPsnGRQ7iA82f8CiQ4vsG+jueRDRzLkHvIc3catEcOPspQTnZeAzcGCF2yquWYew1ONYS6x2iEwIIcrOr2cPas/+Ba+mTUl44kkSnn0WW4H7FegS7iG7oJhlu5Lp37S605aFAoScSgTTcqVgjD1V1a0T4JjtEzIjKOwupyiH+5fez8HMg7zX8z3aRpSv+MhpBmVgUodJHMs+xnNrnqNOYB3qB9WveKDZSXBsHXR/suJtlUV4HGz+BnKSwdf1twGTfpqF0Wyh/R1DKtyWpW5dLH/M58T+I9RoWMcO0QkhRNmZw8Ko+cXnpLz7Hmkff0z+9h1Evz0Vj1pOvOknKoUlO5MoLLExqIVzi5ydWRoqR0jYVVXeOgH23z4hiaCwq7ziPMYuG8uutF281f0tOkV1sku7ZqOZt7q/xc1zb2bCign8OPBHvM0VPItlzwJAc86xEWcLP6tgjIsTwaz0TGpsX8vRVl1p41vxs22C6unLFU9s3yuJoBDCpZTJRNjDE/Bq1ZITE5/g0PU3EPnqK/hdfbWrQxNuZM6WE0QFetGqZtnPz62IIG8PDAo5QsLOZOtE2cjSUGE3hdZCHlrxEJtTNvNK11foUbOHXdsP9Qrlta6vcSz7GG9tfKviDe6eB0ExENa44m2VRbj7VA5d++XPWKxF1Bh2vV3ai2yiz9Rm7D9ol/aEEKKi/Lp3p86sn/GoXZv4cQ+QOm1alVw2JsouLaeQ1ftSGdQi0ul7yowGRbCPBykyIyhcSBJBYRfF1mIeXvkwfyf8zUudXqJPjGPO5GsT0YY7G9/J93u+54/jf5S/obx0OLgSGg0CZ28o9gkF33C3SASLF8wl2a8aLfp2tUt71WNrUmgwUXBICsYIIdyHOSqKWt98TcB1g0h5512OT3gYW16eq8MSLrZgeyJWm8ag5q45+zbERw6VF64liaCosBJbCRNXT2RV/CqevepZBsUOcmh/D7R6gNiAWCatmURecTkH8t3zwFYCTYbaN7jSCo+DpO2u6fuUozsPUPvYbrK6XoPBYJ9fBUaTkfSAMAwJ8XZpTwgh7MXg6Un1V18l7LHHyP7tNw7ffjvFJ064OizhQnM3n6BemC8NI/xc0v/pQ+WFcBVJBEWF2DQbz/75LEuOLOHxto9zU4ObHN6np9GT5zs+T1JeEh9t/ah8jWyfBUG1oXoLu8ZWauFxkLIHrCWu6R/Y+sVMAJrdNcyu7eZWi8AnJcGubQohhD0opQi5eyQ1PppG8dFjHLrxJvL+2eTqsIQLnMjIZ93hdAY1d/6y0NNCfT1JlRlB4UKSCIpys2k2XvzrReYdnMeDLR/kjsZ3OK3vlmEtGVx3MF/v+JoDGQfK9ubcVDi0Sp8NdNU5M+FNwFoI6WWM3U5sNhu+vy/mcFR9ajWpZ9e2tcgahGSmyBESQgi35dutGzE/fI/B14ejd91F1m+LXR2ScLJ5W/XZ4IEuWhYKEOzjQbrMCAoXkkRQlIumabz898v8vO9nRjUbxb3N7nV6DBNaT8Db7M3ktZPLtvF/56+gWSHORctC4ayCMa5ZHrplyZ+EZyVj6mv/iqmeMTXxsJVwYr/sExRCuC/POnWImTkTS6NGHB8/nvQvv3R1SMKJftl0gubRAcSE+rgshkBvM9kFJZRYbS6LQVzZnJ4IKqU+V0olK6W2n/VcsFJqiVJq36lH59bwFWWiaRr/t/b/+HHvj9zd5G7GtRjnkjiCLcE80PIB1iWu4/f430v/xh2/QGj9f5MxVwitDwaTywrGHP32RwqNZtqNuMHubfvH6Od0Je87bPe2hajqZIx0LlNQEDWnf4Hf1VeT9MqrJE6ejGaV1QxV3c4TWexKyOL61vY7j608grz1swQz8otdGoe4crliRnA68N+Skk8AyzRNqwcsO/W9cEOapvHa+tf4fs/3jIgbwUOtHnLZ2nqA6+tfT4x/DG9vfJsSWyn222UnweE/9NlAF8aNyRNC6rkkESzIyyfynz842rgtAaH2/zwZGqsnghmHjtq9bSGuANORMdKpDBYLUW9PJXj4nZz86muOj5+AraDA1WEJB/r5n3jMRsXAZq5bFgr6jCBARp4sDxWu4fREUNO0VUD6f56+Dji9JuNLYLAzYxKlU2IrYdJfk5ixawZ3NL6Dh1s/7NIkEMBsMPNQq4c4kHmAX/f/evk37JwNaBA3xNGhXV54nEsSwb+/+RXf4nyq3eCYpbGR9WMAyD923CHtC1GVyRjpGspoJPzJJwl/8gmyly7l6F0jsWZmujos4QDFVhu/bj5Or4bhBPl4uDSW0zOCJ/NkRlC4hrvsEQzXNC0B4NRjmIvjEf9RaC3k0d8fZda+WdzX7D4ea/OYy5PA03rV7EXzas35YPMHlz9OYst3ENEUwho6J7hLCY+DzGOQn+HUbnPmzOGkVwBth17rkPZ9AnzJ9PTFmpjokPaFuALJGOkkwcOHE/X22xRs386RO+6kODnZ1SEJO1u1N4XUnCKXLwuFsxJBKRgjXMRdEsFSU0qNUkptUEptSElJcXU4V4TMwkzGLB3DsqPLmNh2IuNajnObJBD0cuCPtHmElPwUvtv93cUvTN4NJzZB81udF9ylhDfRH5N3Oq3L5KMJ1DqwhZQOPTCZTQ7rJysgBFNqksPaF0KcT8ZH+/C/tjc1Pv4fRfHxHLntdoqOHXN1SMKOfv4nnhAfD7o3qObqUM5aGiozgsI13CURTFJKVQc49XjRW3Capn2saVobTdPaVKvm+n/EVd3BzIPctuA2/kn+h8mdJ3N749tdHdIFtQxrSeeozkzfMZ3c4twLX7TlW71AS9MbnRvcxZypHOq85aEbPp+JSbPR8M6bHdpPYXAY3iflg6gQdlKqMVLGR/vx6dCBWtO/wJaVxZFbb6Ngz15XhyTsICOviKU7kxnUIhKz0fUfgc8kgvkyIyhcw/X/CnRzgOGn/jwcKMVmL+Foq+JXcdv828guyuaz3p8xMHagq0O6pDHNx5BRmHHhWUGbFbb+AHWvAV83+YDkHwmWQKcmgualC4mvVosGV7VwaD+2sAiCstOw2aQkthB2IGOkC3g1a0atGd+AwcCRO+4gb5McPF/Zzd2aQJHVxvWtXL8sFMDX04TJoGSPoHAZVxwf8R3wF9BAKRWvlLobeBW4Rim1D7jm1PfCRYqsRbyx/g3GLhtLtF80M/vPpFV4K1eHdVlNqzWlS1SXC88KHlwJ2QnQfJhLYrsgpZxaMGbXHxuJTj1GyTV9Hd6XR1QkntZi0o7L8lAhykLGSPfiWbcutWbMwBgUyNGRd5Oz+g9XhyQq4OeN8TSM8CMu0t/VoQD61pZAbw+pGipcxhVVQ2/RNK26pmlmTdOiNU37TNO0NE3TemmaVu/U438rpgknOZBxgNsX3M5XO79iWINhfN33a6r7Vnd1WKV2f/P7ySzMPH9WcMt3+uxbA8cnQWUSHqfvEXTCzNner76nWBlpO9LxybBPTf1ua+I+OUJCiLKQMdL9eERHETNjBh4xMRwbM4bspUtdHVLZlBTCic1w+E/IvHKrOe9OzGLzsQxuaB3tVnUOgrzNnMyVGUHhGu6yNFS4WKG1kPc2vccNc28gITeBd3q8w9NXPY3FZHF1aGVy9qxgTlGO/mRBFuyaB02u18/vcyfhcVCUAxlHHNpNcWERYetWcqR+S0Kjwx3aF0BQzSgAMo+dcHhfQgjhaKbQUGp9OR2vxo2JHz+BrEWLXB3S5WUcg7nj4bXa8HE3mN4PpjaGT3rBgeWujs7pZq47hofR4DbLQk8L8vbgpMwICheRRPAKp2kay44s4/o51/Px1o/pE9OHXwf/Ss+aPV0dWrmNaTGGzMJMvt39rf7Eth+gJB9a3ubawC7kdOXQpO0O7WbdjwsILMgmYPB1Du3ntNAYPRHMTUhwSn9CCOFoRn9/anz2KV7Nm3P84UfInDvX1SFdmKbBP1/DB+1h8wxoMgRu/BJunwVXvwB5qfD1EFg4Eawlro7WKfKLrMz6J56+TSNcfnbgfwV6m6VqqHAZx9WPF25N0zTWJ67nnU3vsDVlK7UDavO/a/5Hx8iOrg6twpqENqFrdFe+2vkVtzW8FZ/1n0P15hDphvscwxqBMkDiNmjkuGI8aT//gsnTh/bDBjisj7OFRkeQhqIwUc7gEkJUHUZfX2p+/D+OjRnLiccnohUVE3j9UFeH9S+bDX57EtZ+BDFdYPCHEFjz39fr9oL2o2HZC/D3h5CTDNd/Cgaj62J2ggXbEsgqKOGWdjUvf7GTBXl7sPlYhqvDEFcomRG8whTbipl/cD43z7uZuxffTWJuIi90fIFZg2ZViSTwtPua3UdmYSbfr3sTkndAm5F6cRZ34+EDofUhYYvDukhPSCFmz0YS23bH08s5S33Nnh5kefmhpUgiKISoWgw+PtT4aBo+HTqQ8PTTnPz+B1eHpLNZ4Zf79CTwqjFw55xzk8DTzBbo8wpc8yLsmAULHnN+rE723bqj1An1oX3tYFeHcp5AH31GUNM0V4cirkAyI3iF2JO+h7kH5jL/0HxS81OJ8Y/huQ7PMbDOwEq3D7A0mlVrRqfITnx58FeGefrh3eQGV4d0cdWbw6FVDmt+3Rc/UMtmJfb2mxzWx4Xk+gZhPJnm1D6FEMIZDF5eRE/7kOMPPkTi88+jFRcTfLsLtx9oGix4VN8K0fMZ6PLo5W9+dnoIclNhzbsQ3QZa3OqcWJ1sb1I2G46c5Ol+jdyqSMxpQd4eFFlt5BVZ8fGUj+XCuSr137iMwgwWHFyAh9EDD6MHnkZPAjwDCPQMJNAzsEomOKVVbC1mU/ImVh9fzar4VRzMPIjJYKJLVBeur3c9XaK7YFBVe0J4dINbuePEn/xYtz3DPX1dHc7FVW8OW7+H7CTws38hF/XbAk4ER9Gjaxu7t30phQHBWORQeSFEFWXw9CT6vXeJf/hhkl5+Ga24mJC7RrgmmFVvwIbP9eSuaxlm+K6eBCc2wbyHoXoLCG/sqAhd5rt1R/UiMa3dq0jMaUFnDpUvlkRQOF2l/ht3POc4E1dPvOjrFqOFYEsw4T7hRPhE6F/eEVT3qU6Ej/4Y4BnglneIysKm2UjMTWRP+h62pGxha+pWtqduJ78kH5PBRJvwNgxrOIw+MX0IsgS5OlynaRG/lfb5BXzhkcTNJQXue2Ogegv9MXEr+F1j16b3rd9OzaSDHLrxHgwG5yb+1uAQfI/tc2qfQgjhTMrDg+ipUzn+2OMkv/Yaymgg+M47nRvEgeWwYjI0G6YXgykLgxGu/ww+6gSz74d7loGxUn80PEdBsZVZ/xynT5MIgt2sSMxpAV56XCdzi4gK9HJxNOJKU6n/tdcLqsfs62ZTZCuiyFpEobWQzMJMMgoz9K+CDNIL0knMS2RbyjaWHllKse3cykxeJq8zSeHZCeLpr3CfcDyMrv3loWkamYWZJOUl/fuVm8TxnOMczDzIocxD5JfkA2BSJhoEN2Bw3cG0r96eq6pfhY/Zx6Xxu4TNCuv+x2i/KO4qSuPnfT9zWyM3rBoKENFUf0zYDPXsmwjumv4ddZSB1nffYtd2S8NQLYyAwhwK8wuctjdRCCGcTZnNRL3xOsdtNpImvwImE8G3OmmZZXYSzBoF1RrAgLfKtxfeLxz6TYEfh8Nf70HnCfaP00XmbD5BZn6xWxaJOe3MjKBUDhUuUKkTQQ+DB3UC65T6eptm0xPD3EQSchPOfcxJYE/6HtIKzt/TFOoVSjWvameWnQZ4BuDv4U+AZwBeJi88jZ54Gj3PLFE1G8xn+tPQ0P+nYdWsFFmLKLAWUFhSSIG1gIKSAgqthRSUFJBXkkdWYRaZRZlkFWaRVaR/ZRdlY9Ws58SkUIR5h1EnoA5D6w2lTkAd6gbWpVFII7xMckeJXXMh4yhtrp1MmyOz+Hzb59xQ/wY8jW52jiCAxR+CY+1eMKakuISQv5ZzuE5TmsRE2rXt0vCM0Je5Jh85QY2Gpf93KoQQp1ltVo7nHGdfxj4OZR4iOS+ZlLwUUvJTyC3OPTN+WjUrZoNZ/zKa8TX7EugZSJAliEDPQEK8Qoj0jSTaN5pI30iCPIPsuhpImc1ETXmD+PElJL34EspoIuhmB+/Ltllh1j1QmAPD5+rFx8orbjBsHwQrXoGGAyC0nt3CdBVN0/hizWEaRvhxVR33KxJzmr+X/pkxq0ASQeF8lToRLCuDMhDqFUqoVyhNQptc8JpCayFJuUkk5Cb8+5WTQGp+KplFmSTmJpJRmEFWURY2zWa32DwMHnibvfH38Ne/PP2J9os+k3QGegYS7hNOuLe+zDXEK+RMwiku4K8PICgGGvRjdGAY9yy+h1/2/cKwhsNcHdmFVW8OxzfYtcn1s34jOC+D4kEP2rXd0vKJigAg9chxSQSFEKWSX5LPpuRNbEzayIbEDexM20mBteDM634efoR5hRHqrY/lnkZPvExeGJWRYlsxxbZiiqxF5BbnklaQxoGMA5wsPHlm1cxpXiYvavrVpE5gHWIDYqkbWJc6gXWo4VcDk6F8H42UhwdRb08l/oEHSHz+eZTJ5NijJVa/qRcaG/S+fhRRRfV/Ew7+rlcRveMX96y0XQbrDqWzKyGL165v6tZbgAJOJ4L5kggK57uiEsHS8DR6UtO/JjX9L72MwKbZyCnOOTOjV2QtorAwm6KETRSl7EKl7kelH8SQm4yyFqMABVg0DU+bpj8aTFiCYvEMa4whpjPE9tCTF1Exx9ZB/Dro+zoYjLSLaEfLsJZ8uu1ThtYb6vKlvhdUvblexjsvHbztc+cyZeYPGD19uOqOwXZpr6yCauizkFlHT7ikfyFE5ZBRkMHK+JUsO7qMv078RaG1EKMy0ii4ETfUv4H6QfXPJGrl3eqQU5TD8ZzjnMg5wfGc4xzPOc6RrCNsTdnKwkMLz1xnNpipHVCbRsGNaBTSiMYhjWkQ1ABvs3ep+jF4eBD97rvEjxlLwjPPoMwmAgYNKlfMl3T4D1j5CjS9CVrebp82fcP0iqMLH4Odv+qzhJXY9DWHCfQ2c12LKFeHckmnZwQzJREULiCJYDkZlEGfucvPhp1z4cAyOPwnnL7rGFhL/3BfLwYCosGnGpgs+sbsohz9A3/mMUjeDUf+hO0/6e8Li4PmN+u/3P2ru+znq9TWvAeWAGih7wlUSjG62WjuW3ofvx74lRvr3+jiAC+genP9MWGLfkOggpKPJhCzeyOHuvSjnbdrlgpXi4kiFchLSHRJ/0II91VkLWLlsZX8sv8X/jrxF1bNSrh3+Jmq1i3DWtp1f7uvhy8NghvQILjBea/lFedxKPMQBzIPsD9jP/tO7mP18dX8euBXQN+KUTugNo1CGtEoWE8O40LiLpocGjw9if7gfY6Nvp8TTzwJRiMB/fvb7WchNxV+vgeC65R/X+DFtBkJm76C356CuleDO1fcvoT4k3n8tiOR+7rFYjEbXR3OJfl4GDEalCwNFS4hiWB5FOXB7vmweQYcXAloEFIXWg+H2J4Q3bZsszqaBql79cpf22fBkudg6QvQ9Abo+CBEXHgZq7iA1P2we57+3+2sAaxDZAeahTbj062fMrjuYPdbVmvnRHD9x99QR7PS+B473Skuh+DqYSQoI8VJcqi8EEK3J30Ps/fPZt7BeWQUZhDmHcaIuBFcU+saGoc0dskSPm+zN3GhccSFxp15TtM0UvJT2JW2i51pO9mZvpMNiRuYf3A+AEZlpH5QfZpVa0bzas1pXq05NfxqnInfYLFQ48MPODbqPk48PhFlNuPfu3fFg7XZ9EPj89Lhth/B06/ibZ7NaIJ+b8LnvfUjKa4pYxVSN/H130dQSnH7VbVcHcplKaUI8DLLjKBwCUkES0vT4NhaPfnb/gsUZUNATej2ODS7GUJiy9+2UnrFr2oN4Kr7Ie0ArP8M/vlSP1+u4QC9JHRoXfv9PFXV6ilg9IQOY895WinFfc3vY+yyscw7MI8h9Ya4KMCL8A7W/z7ZoWCMzWbDe8l8jlSvS592zewQXPkYTUayvfzQTqa7LAYhhOtlFWWx4OACftn/CzvTdmI2mOlRowdD6g2hQ/UOGA3uN2OjlF6QLcw7jG41up15PjU/lZ1pO9mSsoUtKVuYe2Au3+/5HoBgSzDNQpvRPKw5rcNb0ySkCdEffcSxe+7hxCOPYvhoGr6dOlUssDXvwP6l0P+tfytO21vN9tDidn2vfYvboFp9x/TjIPlFVmauO8a1ceGV5jgGf4uJrPwSV4chrkCSCF5OxjHYOhM2fwvpB8HsA42vgxa3Qq1O4Iiz2UJioc9k6PYYrP0Y1rwLH7bXl2z0eAq8rpyzAMsk7QBs/QHaj9b3OvxHl6guNA5pzMdbP2Zg7MByFwRwmMjmdkkEN81fSURmEvHDnHyW1QXk+fhjzDzp6jCEEE6maRqbkjfx876fWXx4MQXWAhoENeCJdk/Qv3Z/Ai2Brg6xXEK9Quka3ZWu0V0Bvarp/oz9ZxLDrSlbWRm/EtAL0rQMa0mHhzrT7uWTxI97gJqff4Z3y5bl6/zoWlj2EjQerH8ecKSrJ8Huufp+wTtmV6rCMbM2xZOZX8yIjrVdHUqpyYygcBU3+yTsJory9OMHNs/QK3KhQUwX6PoYNBrkvDXzXkHQfSK0uQtWvgrrP9U3cPd9XU9GK9EvZqf44y0wmqHThatknt4r+OCKB1lwaAGDYh2wgb8iqjfX/94VZOp7HMvp+DcziTJb6HDXDXYMrnwKfQPwyM5wdRhCCCdJL0hn7oG5/LzvZw5lHsLH7MPA2IFcX/964kLiLt9AJWM0GM/sPbypgX5cxMmCk2xM2sjahLWsT1zPmyc+IqC/xsvfaOSPvJNjr46ifeebCPcJL31Heenw00gIrAGD3nX8+O9bDXo+Cwse1QuZNbnesf3ZidWm8cmqgzSPDqBtTOW5ae7vZZY9gsIlKnUimLnvIHNuuBvN1w9zjRr416tDbKfWVI8tx8GhNhscXQNbZsKO2frSz8Ba0P1JvXiLK6t5+obpG8Jb3QlzHtAPfW3QHwa+fcGZryvSycP6/3dt7wG/iIte1r1GdxoENeDjrR/Tv3Z/91qSFNlKfzyxCep0L1cTJxPTqLntL46060nrQH/7xVZO1oAgvJPjXR2GEMKBCq2F/BH/B/MPzWfFsRWU2EpoXq05L3Z8kWtjri11xc2qIsgSxNW1rubqWlcD+nLS9YnrWV9jBZ1fWkC1pz7kttv/R3DdxnSN7kr3Gt2JC4m7+P5ITYNfx0JOEty9uEI3CsukzUjY9A0segrqXqOfeevmFm1P5HBaHtNua+XWR0b8l7+XmeMZ+Ze/UAg7u2wiqJQaDbQGlgG3A/M1TZvm6MBKQ1lLCDi6D5/8bHz+1s8ZygD2+YZwsn5TQq7tTavrr8Xb9xKDUPJufR/eth/1Kp4evvqyixa3Qs0Ojln6WV6RLeDeFfD3B7BiMkzrBEOm6ZW9rnQrXwVlhE7jL3mZUorRzUczYeUEFh1eRP86dqzkVlFRpxLB4xvLnQiu/fRbatlKiB1+q/3iqgAVFIxffjY2mw2DO/1bEsJO3HmMdCSrzcqGpA0sOLSAJYeXkF2cTbAlmGENhjG03lDqBVX+A8ntJdQrlL61+9K3dl8KGo3i0O238cYs+GyMkU+2fcL/tv6PaN/oM9ec99/u72mwZwH0efXfccIZDEYYMBU+6Qkr/g/6vua8vstB0zQ++v0AtUN96B138RvC7sjfYpY9gsIlSjMj2BO4GVitaVpnpdRHDo6p1Pwb1qfbulUApB1P5uiWXST8vQHrli1Ebfsbn39WsvuNFzjWpD0177qd5td0wqAUJG7Tf6numgdJ2/QEIranvia+QV/wsF/JarszmqDTQ/rduZ/vhm+uhw7joNdzYPJ0dXSukbBVnw3s9FCpjtzoWbMndQPr8vHWj+kT08d9ZgW9gvTqs8f/KdfbbTYb5gW/El+tJtf0aG/n4MrHGBKMh62E7PRMAkIrzzIdIcrAbcdIe8srzmPNiTWsOLaC1fGrOVl4Em+TN1fXupr+tfvTrno799t77WYsdesS8+nnHB0+nAnfZPPiZ3NYlbOJhYcW8vn2z/lk2yfUDazL4LqDuS72OgLTDuiVxBv01/e/O1tUK32lzbqPofkwiCzn/kYnWHMgjW3HM3llaFOMhsozGwj6HsGs/GI0TatUM5mi8ivNb+w0TdM0pdTpW0GFjgyovEKiwgiJCqNlP726V2F+Af/MWUby3AXU3PwHlodWsTXIQmTTAqpFnEAZFNRoD9e+oh/TUNmWWIY3hnuX6wPEX+/rZxHe9LW+f+BKs+Q58AqEzhNKdblBGbiv+X089vtjzD803732Cka1hoO/60uByjgYbJq/ksj04xwbOd4xsZWDZ7VQAFKPJUoiKKqqSjFGlkextZgdaTtYn7iedYnr2Ji0kWJbMf4e/nSJ7kKPGj3oGt0VL1PlqMzoLryaxBE97UOO3TuKzAceY9CX0xlcdzBp+WksObKEuQfnMmXDFN7951165xdxU1AELQa957oEodezsGsOzJsA9yzTZwrd0Ee/H6CanydDWrr3AfIX4u9loshqo7DE5vbnHoqqpTSJ4DsAmqbNPfX9LMeFU0GFOZB1HE4exjNpOx0M26HdFqy1jpB1xIu0fX6krTJy1LceWUNvofNt4/CwVOJZNLMX9HtDX0b4y2j4uBvc8AXU6XbZt1YZ+5fBwRV6Qu8VWOq39a7Vmy9CvuC9Te/Ru1ZvLCaL42Isi6jW+lLlrBMQULbB7PgXX1Hd7EWn+25zUHBl5xOu32DJPJEELRu5OBohHKLyjJGXYNNsxGfHsyt9F7vSdrEjbQdbUraQX6LvW6oXVI9bGt5C9xrdaRnWUmb+KsinXTuipr5F/LgHOD7hYaI/eJ8QrxCGNRzGsIbD2Ju+hx8XjGaeOZl5ngaa//4Qdze5m241umFQTl5mbwmAayfrq5A2fA7t7nVu/6Ww/Xgmq/elMrFPw0qZSAV46WcbZ+YXV8r4ReV12d/kmqbtBlBKhWqalqpp2u+OD6uUUvfChx2hOA/y0/Vqi2cLrAnhTTG2HkFQTCf8qzXhz2/mUjD9U2p89Slrfp2DYfQDdB4+tHLvX2rYX987+P1t8PVg/czBjg9U/aqi1hJY/KxeyKftPWV6q0EZeLTNo4z8bSQzds3g7qZ3OybGsopqoz8e31CmRDDhwFFq71rPwS79aRvgpKq2peAfqSeC2YkpLo5ECMdw6zHyFE3TyC/JJ6Mwg/SCdNIL0knNTyU+O56j2Uc5mnWUo9lHyS3OBcBkMFE3sC5D6g6hbURbWoe3JsgiM/r25tezJxHPPUvipBdIfOFFIl584cysX/29y3l6/z9M6PUcv1aL5MsdX/LgigeJDYhlVLNR9Kndx7kJYZPr9cIxy16ERgMvWZTNFd5Ztg8/i4nbripHsUA34G/RE8Gs/GLC/d3kxrS4IpTllt7ngButoQOUAYJr6zNjlgDwj4KAaD0BDGt0XmUtI9B15A3YRgxlzde/ok17l2qvPctv33xN9FNP0LRXB9f8HPYQWhfuWapXFlvyrF5w5LoP7H7Uhc1mY//6bcRv2Ere4aNYMzKguBi8vTCHhRHSpBGNe3XEL8gJ1cXWfgTJO+Dmb8DkUea3t41oS7fobny67VOG1hvqHh90IpqA0UP//6/xdaV+24b3v6COptF0jIPPliqj4KhwMoD8JEkERZXnVmPknpN76PBtBwqthRTbLlyW3qiMRPlGUcO/Bi3CWtAgqAGNQhpRN7AuHsay/04VZRc0bBjFJxJI+/hjTNUjqDZmDBxbD4ufgQb98e78MLcoxY31b2Tx4cV8uv1TJq6eyPQd0xnfejwdIzs6J1CloP+b8GEHWDgRbvrSOf2WwvbjmSzZmcSEq+ufSagqm7NnBIVwprIkgu43vRRSF4bNKPPbDAYDnYcPoXhYf5a9+SlBP0zHMPZufr2qN11ff5agsBAHBOsEnn5w45fw5zuw7AVI3Qe3fFvhoy8K8vJZ9/18MuYvJHzfFvwLczldkiXP5InVYMRSUojZZgXgyLMGjtRqjKX/QDrdfSMWbwfsH8k8DitfgXrXQsMB5W5mQusJDJ0zlI+3fszEdhPtGGA5mTwhoinEbyz1WwrzCwhduYBDdZoxoEVDBwZXdiGnEsHitDRXhyKEo7nVGOnv4c/guoPxMHrgafTEw+hBsCX4nK9wn3DMhsr5wbkqqTZhPCVJiaS++x7mID8CE17Vb2wP/vDMyh6TwUS/Ov3oU7sPCw4t4P1N73PfkvvoFNmJJ9s/SS3/Wo4PNCQWuj0Gy1/Wz7xtNNDxfZbCO8v24W8xcVfnGFeHUm7+pxJBOUtQOFtZEkHNYVG4iNnTgz5PjSFz1C2snPgysX8uZE/vNeSOHEOPcXdWzuWiSkHn8frM0k8j4ePucOP0ch1HcGTHfja/+wmRa5ZQrTgfi6cPCY1akdWmLTU6tqVGXF18Ti1DtNlspB1PYt8fG0j942+C1v5O6AevsGH6R+TeeDs9J9yD2dOOd5gXPQG2Er2cdQWWwMYGxjKk7hBm7pnJrQ1vpYa/GxTbiWoNm2aAzVqqTflrpv9MRH4Wtlvd48iIs3lYPMn28MYmiaCo+txqjKzuU909bm6Jy1JKUf2llyhJTiHhxcmYumfi++z8C+57NygDA+oMoHet3szcPZNpW6Yx9Neh3NP0HkY2HYmn0cF1DzqNh52/wvxHoFYn8A52bH+XcXo28OFrKu9sIMiMoHCdsmQ6bnW3054CQoO47rM3YdoXZAaEEvnhayy69nr2b9zu6tDKr+7V+r5B33D4eij89aFeibIU9q7dwpwhw8m+fhCxq+aRUK8ZGZOm0GLtn1w382OuefReGnZscSYJBH2WtVqN6nS8ZSCDPvg/Ov79OxmTppDjF0zN6e+x4ppB7Fy9wT4/2+4FegWzro/qS4MraGyLsZgNZl7f8LodgrODqNZQnAspe0p1eeGP35PiF8pVw9zoTMSz5Hr7ozJPujoMIRytyo6RwvGUhwdRN9XGM6CY+DWhFGRcOqHzMHpwZ9ydzBk8h141e/Hhlg+5Yc4NbEnZ4thAjWa47kPIS4PfnnZsX6Xw9lJ9NnBEpxhXh1Ih/hZ9XkbOEhTOVpZE8EmHReEmmvRoT6+lczhy5wNUSzxC3h3DmDvhBfJy8lwdWvmExOr7Bhv0hd+ehNn3Q3HBRS9POHCUX28fS9HwW4jav5WDPQcTOHseg2ZNp8Ow/mWqsGo0GekwrD+9l88hcfyz+GelYx01nIUvvYvNZiv/z5SbBnMfgvAm0PGh8rdzlmre1RjdfDQrj61kVfwqu7RZIWcXjLmMbcv+otaJfeT0GYzR5J6Vxgp8AzBnZbg6DCEcrcqPkcKBds7BuHYKNe7vgjE4hGP3j6E4Ofmyb6vmXY3Xu73O/67+H4XWQoYvHM6Hmz+86L5Qu6jeTD+uacu3sG+J4/q5jG3xmSzdlcS9XepU6tlA+HdpqMwICmcrdSKoadp2pVQbpdQvSql/lFJblVLblFJb7RWMUmqCUmqHUmq7Uuo7pZTTSyeZzCb6PDWGmnPncTiuPXUXzmRdz76s+/k3Z4diH55++vmC3Z+ELd/BF331/XVnyUhJZ84Dz5A0aAC1N/7Ogc79qLVwEYM+nEx0g4rNuBkMBnqMvpX6C+dzJLY5MTOmMffW0RTmXzwhvShNg3njIf8kDPlfuQrEXMwdje6gdkBtXln7CoVWFx8DFlxHL3R0/PL7BA9N+4Q8s4VOD7lXkZizFfsF4pWT4eowhHCoK2WMFA6QuA1+uQ+i22K+dRo1pk3Dmp1N/Nhx2ApKN1Z2jOrIz4N+pl/tfkzbMo07F9zJsexjjou562NQrSHMHQ8FWY7r5yI0TePVRbsI8jZX+tlAALPRgLeHURJB4XRl3QQ3A/gCuB4YCAw49VhhSqko4EGgjaZpTdCLfA6zR9vlER4TyaAfPyPjhSkoTcPv6fHMuXkUKccSXBVS+RkM0P0JGPatfuTGx93h6N8U5hew8IW32XN1b+ot+Zmjjdri//0srvt0CqHR4XYNIbh6NfrO/pr9/W+l/ubVLBl6JzkZZRw8tszUl4T2eErfA2lHZqOZp9o/RXxOPF9s/8KubZeZwaAvDz22/pKXHdmxnzo71nK8cx+3PqxdCwjEOz/H1WEI4QxXzBgp7CQnBb67FSyBegVsswVLw4ZETXmDgu3bOfHkk2ilXEXj5+HH5C6TmdJtCkeyj3DzvJtZeWylY+I2eeqVybNPwNLnHdPHJazal8qf+9N4oGc9/Cr5bOBpAV5msiQRFE5W1kQwRdO0OZqmHdI07cjpLzvGYwK8lFImwBs4Yce2y6XDzf1pu3wh+3rfSMzWNRzqP4DFb3yMtcTq6tDKrmF/uGcZNg8fMiZdz7YunYj57n+khdek5MPpDPrpM2Ka1XdY90aTkYFvPsuxuycQc2g7fwy5jczUUu4dS9oB8ybom9M72WdJ6H9dVf0qetfqzafbPiU+O94hfZRajfaQvBPyMy56yea3/4cGtJ5wn9PCKg8VGIhPUT4lxbL3QVR5V9wYKSqgOF8//zc3Wa+AftbZfH49exL2yMNkL1xE6vsflKnZa2Ou5YcBPxDtG80Dyx/g3X/exWpzwGeW6DZw1Rj9kPkDK+zf/kXYbBqvLtxNjWCvSntu4IUEeJllRlA4XVkTweeVUp8qpW5RSg09/WWPQDRNOw5MAY4CCUCmpmmL7dF2RXn7+TDo3RexTJ9BemgUNT6byuJrh7J3rYM3ZTvAuj+OsvynMBLW+BNszMT7lqb0mf8tTXu2d1oMvR8bRerDzxGdeJA/bxl5+T2YBZnw/R1g8YcbvihVJc3yeqztYxiVkZf+fgmtlMV1HKJGe0CD+AvvEzyZmEaNvxZzqFknourHODW0sjIHB2FAIyNJKoeKKu+KHCNFOVhL4Ke74dg6fatDVKvzLgm++24Chg4l9cMPyZw3v0zNR/tF83W/r7m+3vV8su0T7l96P5mFmfaK/l89n4HQ+voZxpe4cWlPszcfZ1dCFo/2boCnm+6NLw9/i1mOjxBOV9ZE8C6gBdAHfbnL6aUvFaaUCgKuA2oDkYCPUur2C1w3Sim1QSm1ISXFuYdU12/fnGsW/8KxuycQmhJPwYjbmPPgc+Rl5zo1jvLYuXoD8/oNw++ph7Dk5RA/6hFqvXALtbTfMHw9GHIuvyndnrqPGkbSmInUPrabZbfeS3Fh0YUvtJbAz/fCycP6MRh+9l2y+l8RPhGMbz2eNSfW8OuBXx3a1yVFtwFlgGN/X/DlP9/5FK+SIuqOG+XkwMrOM0QvL34yQQ6VF1WeS8dIV46Pogw0DRY8AnvmQ9/XIW7wBS9TSlF90vN4tWlNwlNPkb+lbDefPY2eTOo4iRc6vsD6pPXcvuB2jmTZc4IaMHvpiWxOEix4zL5tX0BBsZU3F++laVQAA5tFOrw/Z/L3MpMpVUOFk5U1EWyuaVobTdOGa5p216kve1WpuBo4pGlaiqZpxcAsoON/L9I07eNTMbSpVq2anbouPaPJSO/HRlFr3jwON+tIvcU/sr5nX37/7MeKVcN0kMNb9zLnxrtR995BePw+Dg4dQauVS7jm4Xsw9nkJrv8MTmzW9w2e2OTU2Ho9cCeHb7ufunv/YcGYJ86/QNNg4WOw7zfo9zrUOu+vg0Pc3OBmWoW14vX1r5Oan+qUPs/j6adXRj16fiKYl5NH8KJZHKwVR+MubVwQXNl4heqJYFaSfDAVVZ5Lx0hXj4+ilFa+ChunQ5dHoP2lb+YpDw+i33sPU7VqxD/4ECWpZR+ThtYbyme9PyOzMJNb59/K2oS15Qz8IqJaQdfHYdsPsH2Wfdv+j8/+OMTxjHye6NsQg6Fqndji72WSPYLC6cqaCP6tlGrskEj05S5XKaW8lVIK6AXsclBfFRZWszqDvv+Y7P97G5vRSNgbz7Gk50DW/7rU1aEBeiGRX0c8RPbNQ6i5cz37rr6euksX03/yRLz9fP69sOkNcPdv+uzT531gy/dOjbPvsw+yt+sA6v+5kN9e++jcF1dP0fcedBoPbe9xWkwGZWBSx0kUlhTyf3//n9P6PU/Nq/TKodZzB4ZV73xOUH4W1Ubd66LAysYvLBSA3GRZGiqqPBkjxaX9MRV+fxVa3AY9ny3VW0xBQUS//x7WzEyOj5+AVlz2ZKFVeCu+7f8tYd5h3LfkPn7Y80OZ27ikLo/oRc7mTYAsxxTVS8jM5/3l++ndOJxOdUMd0ocr+XmayJalocLJypoIdgY2K6X22Ls0tqZpa4GfgH+Abadi+9gebTtSu+uvpfPvv3Fs5Hh8s9LxnfgA8/rdzMZ5K1wyQ7jn783MuXkU2TdcR+21yzjYtifhc+Yx6P2XCQoLufCbqjeHUSv18+t+GQWzxzq1HHS/9/6Pg7WbUn36+2ycu1x/8vc3YPnL0Oxm6OX8imS1A2pzf4v7WXp0KYsPu2gbTo32UJynlxY/pSAvH7+fZ3Ckel3aDLnGNXGVUUB1fWaiIC3dxZEI4XAyRoqL+/MdWDoJmtwAA98FVfoZLUujRlR/8QXyNmwgecqUcnUf7RfN132/pmNkR176+yVeWfsKJTY7LUU0mmDIx1BSqO8XdMAe+1cW7MamaTw7wFH3WlzLz2Imp7DEtfUJxBWnrIlgH6Ae0Bs7l8YG0DTteU3TGmqa1kTTtDs0TXPxgW6lY/b0oPfj99Hy96UcHDqCsOMH8H50DEt6DuT3T76/+P43OykqKOT3T75nfp8bsY24hRrb13Kgcz9Cfp3HdV+9R/XYUlTV8gmFO2frd/W2fAvTOsGh1Q6N+zSzpwcdv5xGun8IRc8+SdaPT8KKU0ngdR/qxym4wPC44TQKbsRLf79ESp4LljXWvEp/PPbvMp7f3/2S4LwMAkaPxuCi/y5lFVw9DICi9FJWiBWi8pIxUlzYn+/Ckucgbqi+p85oKnMTAYMGEXTHHaR/+RWZc+eVKwxfD1/e6/kedzS+g293f8uDyx8kt9hOdQ5C60Lvl+DAMtjwmX3aPGXtwTTmbDnBfd1iqRHsbde23YWfxYRNg7yiSliVXlRaZfokeXY5bAeVxq7UvP186D95InGrVnLk9jF45WYR9uYkNrTvzK+jHmfXHxvtNktoLbHyz/yV/DrqMTZe1YWwNycRkHKc/QNupcZvi7nukzfKXk3SaIZez8HIxfqfvxygHxab5/iZnKCwEMJffxX/omwyPpiJrdmtMHhauQZLezEbzLza5VXyS/J5ds2zzr9LFxAN/tFn9gkWFRTi/ePXHA2vQ/sb+zo3lgrwCfCl0GDCdlISQVG1yRgpzqNpsOxFWPIsxA2BoZ9UaFwLf/wxvXjMs89SsHt3udowGow83vZxnr3qWdacWMPwhcNJzE0sd0znaHsPxPaC356B5PLF918lVhvPz9lBVKAX93eLtUub7uj0eYjZBVIwRjhPmX4bKaU80Q/KjTn7vZqmvWjfsCo3nwBf+jzzACUT72fNN7PJ/GU2dVbPh1Vz+cM3hJNN2hDYpRN1u7Slet2apZrZsZZYObJ9HweW/UHehg2E7d5EYH4WtZWRI3WbY7v5Rq66eQAmsx0SpxptYfRqWP5/sPYj2PkrXP08tLzTcbNzaQdotOcpTrY6SeKGQBasq8WAoa4vC10nsA6PtHmEyWsnM3PPTG5peItzA6jZHo6sAU3j9/e/Ijo3nfQJEyvNbOBpuRZftCwHlC4Xwo3IGCnOYS2BeeNh09fQegT0f6vCxx8ps5noqVM5dP0NxI97gNo//YgxMLBcbd3U4CaifKN45PdHuG3+bbzX6z0ah1Rw2aVSMPhDfVXRT3fBPcvAo2IzeNPXHGZ3YjYf3tYKLw/Xfy5wFD+L/isju6CYiACLi6MRVwpVllkOpdQiIBPYCJyZu9Y07U37h3Z5bdq00TZsuPA5a+4mNT6JDV/9TMmaP4g6tAOLVV8umunpy8nQSIqDQtCCQ1AWL5TRiFZcjJaVicrOwislgdCTSWfek+3pQ2KdOHyvvppWN/UnsFqw4wJP2gHzH4Wja6BaI+j+BDQaZL+E0FqiF4RZ+jwYPbANfJd5z/5CnV3rKX7zQ1r262affipA0zTuX3Y/GxI38MOAH6gTWMd5na/9GBY+RsGo9awfeBf5Pn5cvXJBpUsEl3buTUFgKAPmfevqUEQlpZTaqGmaW5fJdacxsjKNj1VSQRbMuhf2LtIravZ4qkx7Ai8nf/NmDt9xJ75duhD9wfuoCrS97+Q+xi4bS0ZhBq93fZ3uNbpXPMD9y+CbodDqThj0XrmbOZaeR++pq+gYG8Knw9tU6Od0dyv3JDPii/X8fH9HWtcKcnU4opIp7xhZ1kRwu6ZpTcraiaNU1oGuIC+fXSvXkbhxC0U7d+KRnIB39kn8czMxW4sxomFVBnI8vMm3+JAbHIY1uhaWurHU7t6B2NZNMDrzEFVNgx2z9JLXqXshLE4ved30RvDwufz7L8Rm04+FWPYiJO+EOj3gug8gIIqMlHS29rsONI0Wi+fjHxxg35+nHFLyUhg6ZyjVfaozo98MzEazczpO2AL/68q6zJvwW/gHWS9Npf2NfZzTtx3Nv/YGjIUF9FlZvn0tQlSSRNBtxsjKOj5WCWkH4LtbIG2/fvSRg6pep02fTvKrrxH+1JME33lnhdpKzU9l3LJx7EzbyeNtH+e2RrdVPOla+gL88RYM/RSa3Vjmt2uaxp2fr2PT0QwWT+hKZKBXxeJxcxuPnOT6aWuYfldbujcIc3U4opIp7xhZ1nWEa5RSTTVN23b5S8XFWLy99Jmui8x2WUusKINyn1kfpaDJ9dB4MGz/Gf54G+Y+BIuf1WcHG/bTE7nSLP/IOAY7ftGXyqTuhcBacNPX0GjgmbulgdWC8Z30Eh6PjGHFQ09z3dfvO/THK41q3tWY1HES41eM562NbzGx3UTndBwWRwk+eC37i4O14uhfCZNAAKuvHz4Zco6gqPJkjLzS7V0MP9+jLwG9czbU7uqwroKHDydv3XqS3piCV8uWeDVtWu62Qr1C+aLPFzy5+kleW/8aR7OP8njbxzEZKrDdpMfT+taGeeP1swZDyra/b9Y/x1m9L5WXrour8kkgnL00VPYICucp67/wzsAIpdQhoBBQgKZpWjO7R3YFc+psX1kYjNDsJn0m8Nha/UDcXXNh8zdgMEF4HEQ004uc+IaBMoKtBLIT4eQhiN+gPwJEttLvEsYN1gvT/Eer/t2Zs2AI9ZfN4s9vZtPp9sHO/EkvqFfNXtzW6Da+2fUNbSLa0KtmL8d3ajRxaG8NTEVZ1Jz4mOP7cxDNPwDv/BxXhyGEo8kYeaUqLtBXuPz9AYQ3hWEzIKiWQ7tUShE5+f84OGQoxyc8TO1fZmH08yt3e14mL97q/hZTN05l+o7pxGfH80a3N/Axl3Plj9EEN3wGH3WGH+6EuxeXehVRSnYhL83fSetaQdzW3rH/Hd2FJILCFcqaCFaeUoXCcZTSjzaoeZV+2PnhP+DQ73Bik74fIve/Mz8K/CMhsiW0vRsa9ofgy++z6/3GM/xxzTp8pkwmtXsHQqPDHfPzlMHDrR9mc/Jmnv3jWRoMbEC0X7RD+0s8FE/BlhyCauQT3b7yVkszBAbhU5RPSXGJfQoaCeGeZIy8EiXv0mcBk7ZDu1FwzYtgds4MljEwkKg33+TIHXeQ8MyzRL09tUJLOg3KwCNtHqGGXw0mr53M8IXDeb/X+0T4RJSvwYBo/abvjBvg13Fww+eX3SupaRqP/7SF/CIrr13fFIOh6u4LPNvpqqE5hXKovHCeMn0ikzLY4jxGM8T20L9OKymCvFR9b6HBCN4hF5z1uxyLtxdRr71K8b3D+WvcY/SfNd3ly2U9jB5M6TaFm+bexGO/P8ZXfb9y6H7BtU//H3VsENYsC478CY2vc1hfjmQKDsKARkZSmlsk9EI4goyRV5jifFj9pr5dwhIAt/4A9a91ehjerVoSNmE8yVPe5OR33xF8660VbtOuFUXrXa1XHl86CSKaQpeHL3n5N2uPsmJPCpMGNqZuWPlnOCsbHw8jBiUzgsK53GQTmqhSTB76DGBAFPhFlCsJPK1R59YcHXwHdXevZ8UH39gxyPKL9ovmpU4vsT1tO29tfMth/WxZ8if1/1nJ4W798Qj2hMN/OqwvR/MM1iugnUyQfYJCiEpO02DfEviwA6x6A5oMhTF/uyQJPC145Eh8unYh+dXXKNy3zy5tdorqxNd9v8ZoMDJi0QhWHltZgcbG67UGlr2o76O8iP3JOfzf/J10rV+NOzvElL+/Skgpha+nSRJB4VSSCAq31+fFRzhSvS4BH08lfs8hV4cDQK9avbi90e18s+sblhxZYvf2rSVWEl/+PzK8/On68pNQo72+BLeS8q4WAkBWkiSCQohK7Nh6+HKgvtRRGeDOX2Hox+BbzaVhKYOByFdeweDnx/FHH8NWVGSXdusF1ePb/t9SJ6AODy5/kBm7ZpQzQAWD3oeIJvDz3frRVP9RVGJjwveb8TIbeeOGZlfMktCz+VnMZBXI0lDhPJIICrdnMpto8PYUDJqNrQ88grXEevk3OcHDrR+mWWgznvnjGQ5mHLRr28vfnU7NpEPkDh9NQGgQxHSG5B2Qm2bXfpzFNywUgNyUyhm/EOIKpmn6jbhvb4bProaU3dD3DX0WsE53V0d3hikkhOovv0Thnj2kTH3bbu2erijas2ZPXl33KpPXTqbEVo5ZKw9vGPYdmL3hmxsg8/g5L09esIttxzN5ZWgzwv2vzAPV/SwyIyicSxJBUSnUbt6A1DvHUPvoLn578W1XhwOA2Wjmze5vYjFZeGjFQ+QU2acq5snENPy++h9HImLpMe7U2VAxXfTHI5VzeWhgdf1ueUFquosjEUKIUirKhc3fwSc9YHp/iF8PPZ6BBzfrZ+maPFwd4Xn8evQg8JZhpH/xBbl//WW3dk9XFB0RN4Lvdn/HIysfodhWjpmrwBpw+09QmK3PquZnADBnywmmrznM3Z1r06dJOQvTVAH+FjPZMiMonEgSQVFpXP3oveyv14qon6aze81mV4cDQIRPBFO6TeFY9jGe/uNpbJqtwm2uevgZfAtziZ703L9HiUS21O+iVtLloUEReiJYlH7SxZEIIcQllBTBgRXw61iYUh9mj9aTlgFTYcIO6PYYePq6OspLCn/8cTzq1OHEE09izciwW7unK4o+0e4Jlh9bzlOrn8JqK8cKnYimMOwbSN0H39/O/hOpPPHzVtrUCuKJvg3tFm9l5CszgsLJSpUIKqU6qIrUIxbCDgwGA+0/mEK+hxfxjz1GQV6+q0MCoG1EWx5p8wjLjy3n8+2fV6itv39YQP1/VnKw1xCadG/37wsmj0q9T9AnwJdCgwlrZoarQxHC7mSMrMQ0DdIOwKYZ8OMIeCMWvh4MO2br59zetRDGbYA2I512JERFGby8iHzjdUrS0kiY9AKaptm1/dsa3caE1hNYdHgRk/6aVL4boHW6w+AP4fBqkj6/BT+zxge3tcJsvLLnJ/wsJnIKJREUzlPa4yOGAx8opfYCi4BFmqYlOi4sIS4srGZ19j78JFGTn+K3R1/kug9fcXVIANze6Ha2pW7j3X/epXFwYzpGdSxzG9knsyh+fTJJAWFc/epT518Q0xmWv6TvE/QJsUPUzpXn6QNZWa4OQwhHcN8xUtPAZgXN+p9H2wWeL9H/bDv955J/Xz/zWsl/rv/PezQroMDooR8objDrlaMNplPPmcFkAQ9ffc+Yhw+YffRrHa0oF9IP6Xv8UnZD0k6IX/fv2be+4XryV7+vnqh4eDs+Jgfxiouj2oMPkvLWW2R270bg4MF2bX9kk5Hkl+Tz0ZaPCPcOZ1zLcWVuoyTuBmas2Mrwk++xoOaXhPhcY9cYKyPZIyicrVS/eTVNGw2glGqIfmDudKVUALACfdD7U9M096jgIaq8zncO4dcly6m7/FfW/9qLttdd7eqQUEoxqcMk9mfs5/HVjzOz/8wyHza//JHnqZuTTsGUD/D2vcAHkLP3CTYeZIeonSvfywdDdrarwxDC7txyjEzYDJMCAfvOBjmMyaIvf/fw1ZNDD2/9e7O3PhN35uus79WppfNoesKLpi/tLMqBwiwozIGCTMhOgKzj+p9PU0YIrgOxvaBme6jZAUIbgIvPqrWnkLtHkrtqFUkvvYx3mzZ4RJdtTLqcMc3HkJSbxP+2/o9a/rUYGDuw1O/VNI3n5+xgRkIHmrW00HLXG/oy3CH/088fvkL5ndojqGkasshAOENZD5TfDewGpiqlvIAewI3AW0Ab+4cnxIX1fPf/+OfaLRhffI7U1k3d4pByb7M373R/h5vn38yElRP4qu9XeJlKt5Toz2/mUH/NIvZ26sd1A3pc+KIz+wRXV8pEsMjLF2OuJIKi6nKrMdInDLqO0RMeg1E/6sBgPOv7049Kn607/XX6eYPp3EdlPOu6s64553nDqeRMA2ux/mUrBmvJqcci/bmSAn127pyvHCjO+/fPRbn6ge05Sfpjcb7++unHSyW4Zh99H5+nH3j66wlfrU76+baBNaFaQwitByZPZ/2/4RLKaCTytVc5eN1gTjzxBLW+/BJltF+SpZTi2aueJT4nnufXPE+0XzQtw1qW6r2f/XGIGWuPMrpbLC379ofV3rDsBf3FwdMqdP5wZeZnMVFs1SgssWExX7kJsXCecq/F0DQtH1hw6ksIp/IL8if41TfQxt3N2nsfoM/c7/4trOJCNfxr8FqX1xi7bCwv/fUS/9f5/y57Vy/x4DGMb7zE8ZBornnnpYtfaPKAmlfBwd/tHLVzlPj44pWW7OowhHAKl4+R/pHQ8xmXdO1wmgYlhf8uQwU9oUWdWobq+rHAXZijooh49hlOTHyC9C++IOSee+zbvtHM1O5TuXX+rTyy8hF+HPgjIV6X3rrw08Z4Xp6/i75NInj82gb6k10eBjT9wPmiXLjhCzBfeUdI+Fn0BDiroFgSQeEUVWcNhLjiNO3ZnoQ7x1Dn0DYWPDHZ1eGc0SW6C2NajGHuwbl8tfOrS15rLbGycczDWIoLqPnWlAsvCT1bnR6Quue885cqA5uvP5aCXFeHIYSo7JTSk4TTS0g9Ti8XtUgSeAH+gwbhd+21JL/zLgW7dtm9/QDPAN7q/hZZRVk8ufrJS1YSXbgtgcd/2kLnuqG8PazFuYfGd3kE+k2BPQvg2xv1aq1XGH+LPj8j+wSFs0giKCq1ax4fzb5mnakz7zvW/rjI1eGcMarZKK6pdQ1vbXyLNcfXXPS6BY+9TJ3D20m8/X7qt29++YZjTy0bPbjSPoE6k58/3oWSCAohhDMppYiY9DymwEBOPP44tsJCu/fRILgBT7R7gr8S/uKTbZ9c8JoVu5N5cOYmWtQI5OM7W+N5oVU87e6FIR/D4T/hq+sgJ8XusbozX09JBIVzSSIoKjWDwUDPj98kKag66qWnObDJ/nc7y8OgDLzc6WXqBtbl0VWPciTryHnXrPr8J+ounMnelt3o/cTo0jUcFgc+1eDgCjtH7HjGgAC8Sorc5tgPIYS4UpiCgqg+eTKF+/aTMvVth/Rxfb3rGVBnANO2TGND4oZzXluwLYFRX2+gQYQfX9zVDm+PS+xMan4z3PyNXtX1016QvNsh8bqj00tDcyQRFE4iiaCo9HwD/an90YdoSnHsvtGkHXePfWjeZm/e6fEORmXkweUPklOUc+a1vWu34PvWyxwLi+GaT97CUNpKdQaDXtb84EqwVfzwemcyBQYAkJGU5uJIhBDiyuPbpTNBt95K+vTp5P79t93bP108Jso3iqf/ePrMmPfTxnjGffsPzaIDmXHPVQR4laIQTMN+cNd8vbDQZ73hQOW7+VkefmeWhha7OBJxpShzIqiUMiilnHDgjxClV7t5A8yTpxCck8a6O++lML/A1SEBEO0XzZvd3uRI1hGeXP0kNs3GiX1HSR5zP4UmD+I+nXb5fYH/VaeHfu5V8g7HBO0gnkGBAGQlSyIoqi4ZI4U7C3vsUTxiYjjx5FNYHXCuq7fZm8mdJ5OYl8hr617jgxX7efTHLXSIDeHru9uVLgk8Lao13LMMAqJgxg2w7pNTx4RUXX6yR1A4WZkSQaXUOCAJOKKU2qKUsm/5KSEqoFX/7qSOnUjM8b38dutoiguLXB0SAO2qt2Niu4msjF/J2ytfZ9fwu/AuzMNv6ntE1Y8pe4On9wlWsjukXiFBAOSknnRxJEI4hoyRwt0ZvLyIfON1SpKTSXzpZYf00SKsBcMb38XsA7OZ+ucsBjWP5LPhbS+9HPRiAmvAyN8gticseBR+GQ1FefYP2k2cXTVUCGco64zgI0BTTdOigD5AJ6XUJLtHJUQ59Rx7B4duvId6u9ay8M5xWEuce4bzxQxrMIzrIwdSa/KXVMtIpPj5V2nSo335GvOP1A8+rmT7BH1C9ZLieZIIiqpLxkjh9ryaNiV0zP1kzZ1L1gL7n24SfzKPVetaYi2IJKjWrzx3XY2KHYVg8YdbvoceT8PW7+HTqyHtgP0CdiNSLEY4W1kTwRwgGUDTtATgbmCovYMSoiL6vfQIBwbeTr0tq5k3/AFKil3/CzUrLYOrJm+lQTx8NMiMf89aFWswtgccWQPF7rEEtjT8w4IByE+XRFBUWTJGikoh9L77sDRvRsILL1KclGS3dudvTaDvO6vZn1TAoy0nYaOAF/56Aa2iSzoNBuj2ONz+E2SfgI+7w/af7RKzOzEaFL6eJkkEhdOUNRGcBvyolKp76vuaQNWdoxeV1oA3nmZfn5upv3EFC28YSV6O6/6ankxM4+/rbyMq8RDHHniEva1DeWjFQ6TlV2CvXJ0e+ib6Y/bf8O8opxPB4pOSCIoqS8ZIUSkok4mo115DKyoi4cmn0CpYfCw9t4iHf9jM2G//oU41XxY82IWR7TrwUKuHWBm/kln7Ztkn8LpXw32roFoD+GkkzBoFBZn2adtN6ImgLA0VzlGmRFDTtA+BGcCnSql0YD+wRyl1o1KqXkWDUUoFKqV+UkrtVkrtUkp1qGib4so16O1JHLp5FHX3rOf3wbdyMtH5RUoObNrFluuGUj3lKCcff4G+Y+7hnZ7vkF6QzsMrH6bYWs5f9jGdwGCqVPsE/YMDsaIoyaxag7YQp8kYKSoTj5gYwidOJHfNGk7O+LZcbVhtGt+vP0rPN1cyZ/MJxvWoy0+jO1AzRC+Cdnvj22kf0Z7X1r/G0ayj9gk8sCbctQi6PwnbfoJpnfUVMlWEn8VETqHMCArnKHPVUE3TZmma1h0IA1oBy4GOwP/sEM87wCJN0xoCzQH3OBROVFr9XphAwrgniTq+n20DB7Nj1Xqn9b32x0WkD78d74Jcil97l6533QBAXEgcL3Z8kX+S/2HyusnlWzLj6Qc1roL9S+0cteMYTUbyPL3RHFCpTgh3IWOkqEwCb74Jn25dSZ4yhcIDpd93p2kai7Yn0uftVUz8eRv1wnxZ8FAXHr22AWbjvx8tDcrAy51fxmQw8dQfT1Fis1OCYzRB9ydg5CIwGGF6f1j0FBTl2qd9F/KzyNJQ4TzlPkdQ07QSTdO2apr2paZpEzRN61mRQJRS/kBX4LNT7RdpmpZRkTaFAOg57k6sb32I0VpC8eiR/PbaR9gceAZfUUEhc8Y8he+zD5PtE0C1r2bQeuC5/zz61enHPU3v4ae9P/HVzq/K11H93pC0HTLj7RC1c+R5+qCys10dhhAOJ2OkqAyUUkS+/DIGb29OPPY4WtGlq23nFZXwzd9H6D11FaO/2YhN0/jwtlZ8P6oD9cP9LvieCJ8Inmn/DFtStvDZts/s+wPUaAejV0PrEfD3B/Bh5bpBeiF+FrMsDRVO404HytcBUoAvlFKblFKfKqV8XB2UqBpa9u1KvdmzOBFdn5pfvMPCvjdxZPs+u/ez6bfVrLp6IPWW/8L+tj1pt3A2tZs3uOC1D7R8gGtqXcObG95k+dHlZe+sXm/9cd/iCkTsXIVePhhzJREUohxkjBQOYapWjYgXX6Bg505SPvzwvNetNo0/96cy8aettJ+8jGdmb8diNjL15ub8Nr4r/ZpWx2BQl+yjX51+9I3py0dbPmJHqp3PwPX0gwFT9eWiJgt8cz38fC/kJNu3HyeRGUHhTO6UCJrQl9FM0zStJZALPPHfi5RSo5RSG5RSG1JSUpwdo6jEwmpW59oFP3DkznFUP76fjJuGMmf0E6QnVPzv0aEte/h12H1YHhqFV142yY+9yHVfv49voP9F32NQBiZ3nkyT0CY8sfoJdqbtLFun1RpCQE3Yt6SC0TtPsbcvZkkEhSiPy46RMj6K8vK/5hoChg4l7eNPyPtnE1kFxSzansATP2/lqleWcduna5m/LYFrGofz8/0dmDOuE0NaRmMylv5j5NNXPU2IVwhPrH6C/JJ8+/8QtTrA6D+g20TY8Qu82wr+fBdK3ONM4dLys5jJkkRQOImqcElfO1FKRQB/a5oWc+r7LsATmqb1v9h72rRpo23YsMFJEYqqJH7PITY+/wp1N/9BgcmD+HY9aHTfCOq3b17qNqwlVjbOWUbidz9QZ/tfWJWBI90G0P3/nsA/OKDU7aTmp3Lr/Fux2qzM6D+DCJ+I0v8g8x+Bzd/C44fAbCn9+1xkzo13E3B4H93Wr3J1KKKSUUpt1DStjavjcJWyjpHBtRppfZ/9AoVCKX0JoEGBQSmU/n6U4t/nTl2j0L83nPreaFBYzAY8TUYsZgMWkxGLWf+zp9mIr6eJQC8zAd5mArzMBHp74ONhRKlLzxAJ95KZX8yWPcfxGTOcAqvGfd0mkGPwwM/TRJf6oQxoFknPhmEVOw8Q+Dvhb+5dfC83N7iZZ656xk7RX0DqPvjtadj3GwTHwrWTof61UAn+Xr6yYBfT1xxmz8t9XR2KqETKO0aaHBFMeWialqiUOqaUaqBp2h6gF1DGKRIhSie6QW2iZ37M7jWbOf72B9T+ewnWNYtYHhhBTov2+LdqQXTrJkTE1sTb3xfNppGTkcXxXQdI2LyTnL//JmT3ZkJyT2I0eXKgS3/aP/EAzevUKHMsoV6hfNDrA+5YeAfjlo3jq75f4W32Lt2b6/WG9Z/CkT/0stpuTvPzx7uw8m/mF8LZyj5GahQW27BpGhpg0wBNw6ahP3fqEfRHm6YXANE0Tl2vYdM0rFaNghIbBcVWCoqtejuXYTIoAr3NVPOzEO7vSbifhfCAs/7sbyEiwEKIj8dllxQK+8orKiExs4CDKbnsScpmX1I2OxOy2Jecg6ZB07gbeHX1NN5MXErQCy/RsmbgOcVfKuqq6ldxZ+M7+WrnV7SLaEfvmN52a/scofXgth/0FTOLnoTvboba3aDXcxDt3veT/CwmCktsFJXY8DC508I9URW5TSJ4ygPADKWUB3AQuMvF8YgqrmHHFjTs+AkpxxLY8Pn32Nb8Qczv8zCv/JVi4BhgVQaMml5cRgGRQI7Zi8TajSjqPZr2dwyldYBvheKoF1SPN7u9ydhlY3l81eO80+MdjIZS3HmN6aLvidi3pFIkgso/AO+ifKwlVoymit1ZFuIKVOoxsk41X366v6PdAyi2nk4K9cfcohIy8orJyCsmK7+YjPwiMvKKOZlXTEp2AYlZBew4kUVqTiH/XYDkYTQQHuBJdX8vqgfqyWF1fwvVA72oHmCheoBXlUkWS6w2UnOKSMrS/5sknfpKziokq6CYnMISsgtKyCkoIaughKISK5oGVk3DatMTdJNR4Wky4GHSZ2hP/9lsNGA2KsxGAyajAbNBYTIqrDaNvCIr+cVWsgtKSMoqOG/vWfUACw0i/BjQLJI2tYJoXuNacj+yYZj2EdX/6Ym59vV2/28xvtV4Nidv5rk1z9EwuCE1/WvavY8z6l0DdbrrN0xXTYFPe0H9vtDzaYho6rh+K8DXU/9onl1QTIivp4ujEVWd2ywNLQ9ZGiocIS87lwPrt5O4ZQdFKSlYs7JRZjMGLy98atUgPK4+9do3x2S2/32U73d/z8trX+b2Rrczsd3E0r1pxo36MpgHN7n9spcFz0+l9vcfE7HyD4IiQlwdjqhErvSloWXlbuPj6UQoMauAxEw9CUrILCAhM//MY2JmAcXWcz+TnJ0sRgRYqB7oXsmipmlk5Zeck9zpX4XnPJeSXXjebKrRoAj19SDAy4yfxYyvpwk/i/7laTKiFBhPLc9VSlFitVFktVFYbKOwxHrmz0VWGyVWjWKrjWKbRsmp701GhZfZiJeHER8Pkz4jG2Ahwt9CrRAf6oX74m8xn/8zWa0cvece8v/ZRMz3M7E0bGj3/24JOQncOO9GIrwj+KbfN1hMTtjaUJgDa6fBn+9BYSbEDYWuj0J4nOP7LoOfN8bzyI9b+P2x7tQKkXpQonQq/dJQIdyFt58PTXu2p2nP9k7v++aGN3Mk+whf7/yaCJ8IhscNv/yb6vXWK4em7deXw7gxj6BAADKSUiURFOIKYjIaiAjQZ/24yAp6m00jPa+IhIyzE8R//7z5WAaLthdQZD33+B+zURHubyEy4NxkMdDbA19PEz6eJnw9TfhaTHh7GDEaFEalMBj0vZBGg6LEpp1JsApL9AQrv/jf2c7M/GIy8ovJzCsiNbeI5FPJXlJWAYUl5x9HFOhtPrMktmGEH+H+p5bEnnoMD/AkxMcToxvOdiqjkagpUzg0ZCjxDz1E7Z9+wuh34aMhyqu6b3Umd57M2GVjeXXdq0zqOMmu7V+Qpy90fQza3gNr3oO/P4Ids/QxtNN4qNXRLW6m+llOzwhKwRjheJIICuFmHm3zKMl5yUzZMIVQr1D617lovSTd6WMk9v7m9omgJTgQgOyUNNcGIoRwOwaDItTXk1BfT5pGX7jg1sWSxcTMfE5cIlm0B6XA32ImyNtMuL+FljUDCfe3EObneWbf4+k/V7SoiquZQkKIensqR+64k4SnniLq3XftXgCoa3RX7ml6D59u+5Tm1ZozpN4Qu7Z/UV5B+l7BDuNg/Wew9iOY3g+i20Knh6BBP/2QehfxOzVLmyVnCQonkERQCDdz+liJ9IJ0nvnzGYIsQXSMvMRen6BaENYY9iyEjuOcF2g5+IQGA5CbetLFkQghKqOyJItZ+freu5zCEnILreQWlpBbVILNpu+7s2r6tVZNw2RQeJqNeBoNeJoNeJoMWMxGAr09CPQyE+itL990xxk8R/Fu1YqwRx8l+bXXSP9iOiEj7V+2YWyLsWxP3c5Lf79E7YDatAhrYfc+Lso7GLo9po+bm77RZwm/vx0CaugH1LcaDr7VnBfPKTIjKJxJEkEh3JCH0YN3erzDiEUjmLBiAl/0+YLGIY0v/oaGA2D1FMhJccnAVVq+oUGUAPnpkggKIRzj7GRRVEzwiOHkb9pE8ptv4tW0Cd5t29q1fZPBxJRuU7hl/i2MXzGemQNmlu0IJXswe0G7e6H1XbBngV5YZvlLsPJViBsMbe+FGu2ctmz09L5NSQSFM0hdWiHclJ+HH9OunkagZyD3L72fY1nHLn5xo4Gg2fRBzI35h4UCUHQyw7WBCCGEuCylFNUn/x8eNWsSP+FhipOS7d5HgGcA7/V8jwJrAQ8uf9Axh82XhtEEjQfB8Dkwdj20vVvfcvF5b5jWCdZ+DPkZDg/j3xlBWRoqHE8SQSHcWJh3GB9d8xE2zcbopaNJy7/I3rqIphBYE3bPc26AZRQYri8NLZFEUAghKgWjry/R772LLS+P4w89hFZUZPc+YgNjeb3r6+xO382zfz6LTbP/Hs8yqVYf+r4Gj+yGge+CyQMWPgZvNoTZYyF+A+edh2InvqcSwax8mREUjieJoBBurnZAbd7v9T7JecmMXjqarKKs8y9SChoNgoMroeACr7sJTy8L+SZPrFmZrg5FCCFEKXnWrUvk5P8jf/Nmkl59zSF9dI3uysOtH+a3w78xdeNUh/RRZh4+0Ho4jFoJo36H5jfDjl/08wg/6qIvI7XzmGs2GvD2MMqMoHAKSQSFqASaV2vO2z3eZn/GfsYsHUNecd75FzUaCNYi/SgJN5bn6Q1Z7pusCiGEOJ9/nz4E33UXJ7/9lsxff3VIH8PjhnNLw1uYvmM6X+/82iF9lFtkCxj4Djy6BwZM1W/Azn8E3mwAv46D4//YrSs/i0n2CAqnkERQiEqiU1QnpnSdwvbU7Tyw/AEKSgrOvSC6HfiEwa65rgmwlAosPhhyc1wdhhBCiDIKe+RhvNu1I+G55ynYtcvu7SulmNh2IlfXvJo31r/BosOL7N5HhXn6QZuRcN8quHc5NLketv8Mn/SA/3WFDZ9DYXaFuvCzmMkulBlB4XiSCApRifSq1YuXOr3E+sT1PPL7IxRbzxooDAZo2B/2LYHigos34mJF3r6Ycys2SAohhHA+ZTIRNfUtjIGBxD/wINaMDLv3YTQYeaXLK7QIa8FTq59ifeJ6u/dhF0pBVGu47n19L2G/KWCzwrwJ+l7CueMh4xJF3i5BZgSFs0giKEQlMzB2IM9c9Qyr4lfxxOonKLGdNVg0GgjFuXBgmesCvAyrjx8e+TIjKIQQlZEpJITod96mOCmJ448/jmazf2EXi8nCez3fo4ZfDcYtG8fWlK1278OuLAH6ERSj/4B7lkHjwbD5W3i/DSx/GQrLNub5WcxkSSIonEASQSEqoZsa3MSjbR5l8ZHFPL/m+X8rrNXuCt4hsO0n1wZ4CTY/f7wkERRCiErLq0ULIp5+itxVq0l9/wOH9BHgGcDH13xMsCWY0UtHszt9t0P6sSulILoNDP4AHtion/G76g2Y1hGO/l3qZvQZQVkaKhxPEkEhKqnhccMZ03wMcw7M4bk/n8Nqs4LRDHFDYM/CCu9RcBTl549PUR42B9xFFkII4RyBN99MwJAhpH74IdkrVjikj3CfcD679jN8zD6MWjyK/Sf3O6QfhwisATd8Bnct1L//oi+sfqtUx074W0xyfIRwCkkEhajE7m9xP2Oaj+HXA7/y3JpTyWDTG6EkH3a75+HyxsAAzDYreVkyKyiEEJWVUoqI55/D0rgxJyY+QdHRow7pJ9I3ks96f4bJYOLeJfdyJOuIQ/pxmFod9SWjcUNg2Qt6hVHrpZM8f4tZZgSFU0giKEQld3+L+xnTQp8ZfObPZ7BGtoaAmrDtR1eHdkHmwEAAMpLSXBuIEEKICjFYLES9+y5KKeIfeBBbfr5D+qnpX5NPen+C1WZl5KKRHMw86JB+HMbiD9d/Bt2egM3fwOz79cIyF+FnMVFYYqOoRFbOCMeSRFCIKuD+5vfzQMsHmHdwHk+teYaSJkPgwHLITXV1aOfxDA4EICtZEkEhhKjsPKKjiHzzTQr37iXhuefRSrH0sTxiA2P57NrPsGpW7lp0F3vS9zikH4dRCno8Cb2eg20/wILHLnqpn8UMILOCwuEkERSiihjVbBQPtXqIBYcW8JQtkRLNCjtnuzqs83iHBAOQk5Lu4kiEEELYg2/nTlR76EGy5s7l5DczHNZPvaB6TO8zHbPBzMjfRrIjdYfD+nKYLo9Ap4dgw2ew4YsLXuJnMQHIERLC4SQRFKIKuafpPYxvNZ6FiX/xWI3aFG39wdUhnce3mp4I5qeddHEkQggh7CVk1Ch8e/Qg6bXXyNu40WH9xATEML3PdPw8/Lhn8T1sSt7ksL4cptfzENtLnxVM3H7ey//OCEoiKBxLEkEhqpi7m97NE+2eYKnJygNFB8lL3unqkM7hHxYCQEG6JIJCCFFVKIOByNdexRwVSfz48RQnJzusr2i/aKb3mU6oVyj3LbmPVfGrHNaXQxiMMPQT8ArU9wtaz10C+u+MoCwNFY4liaAQVdBtjW7jxVYP87eXhdHLxpBVlOXqkM4IDA8FoDgj08WRCCGEsCejvz/R772HLSeX4xMeRit2XCIT4RPBF32+IMY/hgeXP8isfbMc1pdD+IRA/7cgcSv8de5ZjKcTwSxJBIWDSSIoRBU1pOldvGGMZlthKvcsupv0AvfYk+fl502RwYQ1M8PVoQghhLAzS/36VH/5JfI3biTp9Tcc2leoVyhf9PmCq6pfxfNrnmfa5mkOK1bjEI0HQf0+sPpNyEk587T/qaWhWbI0VDiYJIJCVGG924zlvaQUDmUeYMSiESTmJro6JAwGA7me3pDlPrOUQggh7Cegf3+Ch9/Jya+/JnPefIf25WP24b1e7zEodhAfbvmQF/56gRJbJUqgrnkJinLh91fPPOUvewSFk0giKERVVu9aOitfPjLWJCUvheELh3M0yzGH/pZFgcUXQ3a2q8MQQgjhIGGPPopX69YkPvcchYcOObQvs8HMy51eZlSzUfy872fGLR9HdlElGWOq1YdWd8I/X0FWAgC+skdQOIkkgkJUZSYPaD6M1vtX82mXN8gryWP4ouHsO7nPpWEVevtizK0kg7QQQogyU2YzUW9OQXl4cHzCw9gKCx3bn1I80PIBJnWYxNoTa7ltwW0cyTri0D7tptNDYCuBv/W9gkaDwsfDKDOCwuEkERSiqmt1J9hKiDuynul9pmPAwF2/3cWONNedv1Ti44tHfo7L+hdCCOF45ogIIl97lcLdu0l65RWn9Hl9/ev5pPcnZBRkcOv8W/nrxF9O6bdCgmtD3FD9XMH8DEA/QkJmBIWjSSIoRFVXrQHEdIH1nxPrH8P0vtPxNftyz2+uO3/J5uuPpSDXJX0LIYRwHt9u3Qi+eyQZM78na+FCp/TZJqIN3/b/ljDvMO5fej/f7f7O/YvIdBgLRTmw7UdArxwqM4LC0SQRFOJK0G4UZB6FPQup4VfjnPOX/k742/nx+PrhXSiJoBBCXAnCxo/Hq0ULEp55lqIjzlmuGe0XzTf9vqFLdBcmr53Mc2ueo6CkwCl9l0tkS4hoBhu/BE3Dz2KS4yOEw0kiKMSVoEE/8I+Gdf8D/j1/Kco3irFLxzr9MF5jQABeJUUU5OU7tV8hhBDOp8xmot56E0wmfb9gUZFT+vUx+/BOj3e4r9l9zN4/m9sX3O4WBdMuSCloPRyStsGJf04tDZUZQeFYbpcIKqWMSqlNSql5ro5FiCrDaIK2d8OhVZC8Czh1/tK1X1A3qC4PrXiIxYcXOy0cU1AgABlJaU7rU4jKTsZHUZmZIyOJfGUyBTt3kvza607r16AMjGs5jg97fUhiXiI3z7uZZUeXOa3/Mml6I5gssPk7/L0kERSO53aJIPAQsMvVQQhR5bQaDkZPWPfxmacCLYF82vtTmoY25bFVjzH3wFynhOJ5KhHMSpZEUIgykPFRVGp+PXsSPHw4J2fMIOs35918BOgS3YXvB3xPLf9ajF8xnrc2vOV+5w1aAqBeb9g1B39PJcVihMO5VSKolIoG+gOfujoWIaocnxBoegNsmQn5J8887efhx0dXf0Tb8LY88+czLDq0yOGheIUEAZD9/+3dd3yUVdr/8c+ZZNJDEkJCIIFQIlJEwcWKKKAIFkAUXQurgq4IFmz4KM9iXay/3XXFgroqoKgPKEpZFkSwoC5YWFSQIiChQ0J6L3N+f0xEWCEZQqYw832/XrxMZs5939ch4b685j4lJ8/r1xIJBsqPEixS776LqBNPZNef/kTVtm0+vXZ6XDrTL5jOFZ2u4PU1rzNy4Uh2lOzwaQwN6jYMSvbQtXo1RXoiKF4WUIUg8AxwL+A6XANjzE3GmG+MMd/k5OT4LDCRoHD6GKgug68P/n/JGGcMk8+dTI+UHty/7H4+2faJV8OIbZEMQFlufgMtRaTOMyg/ShAwERHu+YLAjnF34Krw7QIuEWERTDxjIk/2eZKNBRsZPnc4//rZN6uZeqTTQAiP5sTCj6mqcVFZU+vviCSIBUwhaIy5GNhrrf22vnbW2pettb2stb1SUlJ8FJ1IkEjrDlkDYPkUqD54oZbo8GieP/d5uiR34a5P7uLLnV96LYxmqc0BqMhTISjSEOVHCTYRGRm0fvJJKtauZdfEB/yytcOFHS5k1uBZdEjswL2f3cufPv8TpdUBsJp1RCwcN4CO+z4FrOYJilcFTCEI9AaGGGO2AO8A/Y0xb/o3JJEgdNadUJYL//ntP6+4iDhePO9F2ie0Z9zScazcs9IrISS0dD8RrM4v8Mr5RYKM8qMEnfj+/UgZdztF8+aR99rrfokhIz6DqYOmMvrE0czbPI8r5l3Bmtw1fonlIJ0GEVOZQ1eTTVG55gmK9wRMIWitvd9am2GtbQdcCSy11o7wc1giwSfzTMg4Fb58Fmp/+0ljQmQCLw94mbTYNG5deiubCjY1eQjNkhOpNQ5qCgub/NwiwUb5UYJV8ujRxA8cyN6//IWSZZ/7JQanw8mtPW/l1fNfpbK2khELRjDluylUu/xYgGWdB0Bfxyo9ERSvCphCUER8xBj3U8GCrbDm/UM2SY5OZsqAKUSGRTLmozHklDXtfCOHw0FpRDS2SIWgiEioMsbQ+rFJRB53HDvuvttnm80fSq+0Xrw35D0GtBvA86ueZ8SCEWzM3+ifYOJbUprcnX5hKgTFuwKyELTWfmKtvdjfcYgErU6DIKUzLPsLuA49ET09Lp3nz32egsoCbllyS5PPnSiPisUUFzXpOUWCnfKjBBtHbCwZzz+HcTjYNmYstX4cKZIQmcBTZz/FX/v+lV0lu7hi/hW8vvp1ag+TJ72pPLMfJ5ufKC/K9fm1JXQEZCEoIl7mcMA590LO2sM+FQTomtyVv5zzFzbkb+DuT+5u0qEyldFxhJUUN9n5RETk2BSRkUH6s3+nets2tt96G66qKr/GMyBzAO8PfZ+zM87mr9/+lesXXk92kW+fVro69CPMWKJ3LvfpdSW0qBAUCVVdh0FqN/j4sUPOFfxFn4w+PHDGA3yx8wseX/F4k63uVh0TT0RZSZOcS0REjm2xp55Kq8ceo+zrr9k14X+xrsPulOITydHJ/K3v33i8z+NsKtzE8LnDmbF2Bi7rm7giM0+lwjpJ2PuVT64noUmFoEiocjig3wTI2wTf/1+9TS897lJGnTCKWRtm8da6t5rk8q64eCLLVQiKiIhbwuCLSbnzTormzyfn78/6OxyMMVzc4WI+GPoBp6SdwhNfPcENi25gW/E2r187LjaWla7jSM37xuvXktClQlAklHW+CFr1gE+fgJr6h+KMO3kcfdv05amvn+LLHUe/x6CNb0ZMZQDs2SQiIgEj+aY/knj55ex76SXyZ870dzgApMak8vy5z/PImY+wLm8dl829jHfWvePVp4NhDsN/HN1ILd0A5QVeu46ENhWCIqHMGOg/0b2C6Mpp9TZ1GAdP9HmCjokduefTe9hcuPmoLu1ISCC2uoLqSv/OBRERkcBhjCHtwQeIPbsPux96mKKFi/wdEuCOa9hxw3h/6Pv0TO3JpBWTuOnDm9hRssNr11wT0R2Dha2aJyjeoUJQJNRlnQuZZ8EnT0BF/au1xTpjea7/czjDnNy25DYKKxu/ult4YgIAhTn5jT6HiIgEHxMeTsYzzxB90knsGD/eb3sMHkpabBpTzpvCQ2c8xOp9q7l0zqXMXD+zyebPH2hrdDeqjRO2LGvyc4uACkERMQYGToKyfbDsrw02bx3Xmmf6PcOu0l1HtZJoRFISAAV7tDS2iIgczBETQ5uXphCZlcX2226j7Ntv/R3SfsYYLut0GbOHzKZ7SnceXf4ooxePZlfJria9TnRMDBudnSH76KdjiByKCkERgdY94KSrYPkLkL+lweY9U3vy0JkPsWL3Cp5Y8USjLhmVnAhAcW5eo44XEZHgFtasGW3/8QrOtDS2jb6Z8jVr/B3SQVrHteaVAa8w8fSJrMpZxbC5w5j90+wmezqYEB3BatMJdv8ANZVNck6RA6kQFBG3cyeCCYOPHvKo+ZCOQxh5wkhmbpjJuxvePeLLxSY3B6BMQ0NFROQwwpOTafv6aziaxbPthhupWLvW3yEdxBjDFcdfwewhs+mW3I0Hv3yQMUvGsLt091GfOzHGycrajuCqdheDIk1MhaCIuDVrDb3HuTeY3+LZfIxxPcdxRqszeGzFY/yQc2RJKj41GYCKPD0RFBGRw3O2akXm669joqLYev3IgHsyCJARn8Er57/ChNMmsHLPSi6dcymLsxcf1TkTop0sr2rv/ma7tpGQpqdCUER+1XscJLaF+Xc1uJ0EQJgjjKfOfoqU6BTu/ORO9pXv8/hSiXWFYFV+QWOjFRGREBGRmUnmG9MxsTFsHTmK8h9W+zuk33AYB1d1vor3Br9Hu4R23PXJXTz51ZNU1zZuLn1itJOfqxKw8a1hhwpBaXoqBEXkVxExcOFfIHc9/HuyR4ckRiXyt35/o6CygPGfjafGVePRcQmp7qGhNQWNX3lURERCR0SbNmROf4Ow+Hi2jhpF+Xff+TukQ2rTrA3TBk3j6s5X8+baNxm5aCR7Svcc8XkSYpwAVLXsATsCZ7EcCR4qBEXkYJ3Ohy5D4NOnIO9njw7pmtyViadP5OvdX/PMt894dEy4M5wSZzSuIhWCIiLimYiMdDLfmE5YYiJbR46idHlg7rHnDHNy/2n38/Q5T/NT/k9cveBq1uetP6JzJES7C8HiFj0gbzOUaSqFNC0VgiLyW4OeAEc4LBgPHq5+NjRrKFcefyXTfpzGwp8XenRMWVQcplCFoIiIeM7ZujWZb76BMz2dbX+8KWA2nT+UQe0GMf2C6QBct/A6vtzh+VYQiTERAOxL7O5+QU8FpYmpEBSR30pIh37/CxsXw/czPT7s3lPupUdKDx748gGyi7IbbF8RE09YsQpBERE5Ms6WLcl88w2iundnx513kv/22/4O6bCOb348My6cQXpcOrcsucXjRWR+eSK4K+Z4wMDOVd4LUkKSCkERObTTRkOb0+Bf46Fop0eHOMOcPH3O0zgdTsZ/Or7BCfLVcc2ILC1qimhFRCTEhCUk0Pa1V4nr25fdDz9CzrOTm2wPv6aWFpvGtEHT6NaiG/d+ei9Lspc0eExiXSGYVxMJzTvA7sCcEynHLhWCInJojjC45EX36qFzb/N4iGhabBqP9n6UtXlreWblM/W2rU1IJLqsuAmCFRGRUOSIiiJj8rMkXHYpuS+8wM7x9+KqDMzN1+Mi4phy3hS6tejGPZ/ew+c76t+qKbFusZiCsmpI6669BKXJqRAUkcNL7ggDHoGNH8HK6R4f1r9tf648/kqm/zidZduXHb5hYiLxFcW4XK4mCFZEREKRCQ+n1Z//TMpdd1E0fz7Z115LTU6Ov8M6pF+KwaykLO759J56F5CJj6orBMurodWJkL8FKjSdQpqOCkERqd8pN0L7s2HRBNi3yePD7jnlHjoldeJPX/zpsPsLhjdvjtNVS3GeEpuIiDSeMYYWN/2R9MnPUrnhJ36+4vdUrFvn77AOKS4ijuf6P0esM5Zbltxy2BwZ5jA0iwqnqLwa0k50v6ingtKEVAiKSP0cDhj6gnsV0XdHQY1nQ24iwyJ56uynKK4qZtKKSYdsE9HcvZdg/s7A/ORWRESOLc0GDKDdjDfB5WLLVVdTOG+ev0M6pJaxLXmu/3MUVBYw4fMJuOyhR8YkxkRQUFalQlC8QoWgiDQssQ1c8gLsWgWLH/T4sI6JHRnbYyyLsxezaMtvl/eOSU0GoGDX3qaKVEREQlxU1660mzWTqG5d2Tn+XnY9/DCuqip/h/UbXZK7cO8p9/Llzi95ffXrh2yTEO2ksLwa4ltCbCrs+t7HUUowUyEoIp7pfBGcNgZWvAhr53t82PXdrqdbcjcmLZ9EXsXBm+HGtUwBoGSPngiKiEjTcaamkjl1Ks1vGEXB2++Qfc0Iqnfs8HdYv3F5p8sZ2G4gk/8z+ZDzBRNjnO45guCeJ7hbhaA0HRWCIuK5AQ9Dqx4wZyzkbfbokHBHOH/u/WdKqkt4+uunD3ovsVUqAOU5h54fISIi0lgmPJyW48eTPvlZqn7+mc2XXkbRwoX+Dusgxhgmnj6RhMgEHvryIWpdtQe93yzaSWFZXSGY1h1y1nk8RUOkISoERcRz4ZFw+VQwDnj7aqj0bOuHrKQsru92PfM3z2flnpX7X2+e3hKAqn0qBEVExDuaDRhA+/feJaJtW3bccSc7/+c+aktK/B3WfgmRCdx36n2s3reat9e9fdB7ib8MDQX3PEFXDexd64coJRipEBSRI9O8vbsYzN0As0eDh1s/3Nj9RtJi05i0YhI1rhoAYhPiqHSEU5uX78WARUQk1EVkZtLurRm0GDuGwnnz+HnoJZR9+62/w9pvULtB9G7dmxe+e4GCioL9r/8yNNRaqwVjpMmpEBSRI9ehLwx8DNb/Ez59wqNDYpwxjO81ng35G5i1YRYADoeDkuh4bGGB92IVEREBjNNJyu23k/nmm2AM2SP+wO5Jj+EqLfV3aBhjuLvX3ZRWl/LS9y/tfz0xOoJal6W4ssb9QawzBvas9mOkEkxUCIpI45w2GnqMgE+fhB/e9eiQAZkDODXtVF5c9SKl1e7EWx4dR1hRgRcDFRER+VXMyT1p/8EHJF11FflvvsmmwYMp+ewzf4fFcUnHMSxrGO+sf4dtxdsASIqNACCvpAocYdCyG+xWIShNI2AKQWNMG2PMx8aYtcaYNcaYcf6OSUTqYQxc/FfI7A3v3wybP/HgEMMdJ99BfmU+03+cDkBVXALOkiIvBytybFOOFGlaYXGxpD0wkcwZb+KIjmHbTaPZcc94anJz/RrX2B5jceDg1R9eBSA5zl0I7iut2/6i5QnuoaHW+itECSIBUwgCNcDd1touwOnALcaYrn6OSUTqEx4JV86A5Cx4Z4RH8xa6p3Tn3LbnMm3NNPIr8qmNTyC6VIWgSAOUI0W8IObkk2n//mxa3HILRYsWsWngIPa9+hrWT/sOpsakMuy4YczZNIfdpbtJ/uWJ4C+FYNoJUFkIhdv8Ep8El4ApBK21u6y1K+u+LgbWAun+jUpEGhSdBCPeg6hm8OZwyM9u8JDbet5GeU05r/7wKjYxibiKwFm9TSQQKUeKeI8jIoKU226lw9w5xJxyCnuffprNg4dQ/PHH7kVafGzUCaPAwtQ1U2m+vxCs2zJi/4IxGh4qRy9gCsEDGWPaAT2BFX4ORUQ8kZAO17wLNeUwfQgU1r9pb8fEjlzU/iJmbpiJbR5HdE0lJQV6KijiCeVIEe+IbN+eNlNepM0rL0NYGNvHjGXrqFGUf+/bTdxbx7Xmog4XMfun2UQ43QXg/qGhqV0BowVjpEkEXCFojIkD3gPusNb+5v8MjTE3GWO+McZ8k5OT4/sAReTQWnaFEbOhdB9MGwxFu+ptfkP3GyivKWdbjHt4S052/e1FpP4cqfwo0jTi+vShw5wPaDlhApXrN7Dlit+z7ZZbqVi/wWcxXNPlGsprylm0dT4xEWHsK6krBCPj3KuH7vZtcSrBKaAKQWOME3eCm2GtnX2oNtbal621vay1vVJSUnwboIjUL6OXe5hoyR73k8GSvYdt2jGxI33b9GWVcSezvG07fRWlyDGpoRyp/CjSdIzTSfNr/0DW4g9JuWMcZV99xc+XXMKOe8ZTuXGj16/fJbkLJ6WcxP+t/z+SYsN/nSMIkNZdQ0OlSQRMIWiMMcCrwFpr7V/9HY+INFLb0+CaWVC43f1ksHj3YZvecMIN7IouA6B4x+HbiYQ65UgR/3DExtLi5pvJWvwhyTfeSPGSJWy+eDDbbr3V60NGr+x8JdlF2cQ02/zr0FCAlt0h/2eoLPbq9SX4BUwhCPQG/gD0N8asqvtzob+DEpFGyDwTrp7pLgZfPR/yNh+yWY/UHrRqewIAZbtUCIrUQzlSxI/CEhNJvfsuspYuocXYMZR99TVbrvg92SNHUvrvf3tlUZnzM8+neVRzKqKX/bpYDLhXDgXYs6bJrymhJWAKQWvt59ZaY6090Vrbo+7PAn/HJSKN1L4PXDfX/Ynla4MOO4zl0pNHUOOAfCU0kcNSjhQJDOFJSaTcfjtZS5eSOn48VRs3sXXkKLYMv5yiBQuwNTVNdq2IsAiGZg2l0PxAbtm+X99I6+7+rwdbNonUJ2AKQREJQum/g5H/AhMGUy+E7H//psn5HQZSEGuo3LfODwGKiIgcubC4WJJvGEXHjxaT9vDDuEpL2XHX3WwadAF5b7yJq6ysSa4zpMMQLLUUhn3161PHZukQlaiVQ+WoqRAUEe9K7Qw3LILYFPcCMt+9c9DbzjAnxTEJRBfnsb14u5+CFBEROXKOyEiSfn8FHRb8k4znJhOeksKeSZPY2K8/Oc8+S82+fQ2fpB5ZSVmkRHTExH9LaVWt+0VjtGCMNAkVgiLifYlt4YbF0OY0eH80LHkEXK79b1c3yyCxBGZtmOXHIEVERBrHOBzEn3ce7d5+i8y3ZhDdqxe5L7zIxv7nsuuhh6jKzm70uX+XPICwqJ18s+OAKRRp3d1zBF21TRC9hCoVgiLiGzHN4Q/vw8nXwbK/wKzroKrU/V5SGoklYXyw8QOqa6v9G6eIiMhRiDn5ZNo8/xwdFvyThCGDKXxvNpsGXcD2226n/Lvvjvh8/TLOx1oH8zfP+/XFlidATflhF2MT8YQKQRHxnTAnDP47DHwM1s6DV/pDznocyS1oVl5DYek+lu1Y5u8oRUREjlpkhw60evRRspYuIfmmmyhdsYItv7+SLSNGULz0Y+wBI2Pqc1xyGrUlnVi+dykuW3fMLyuHasEYOQoqBEXEt4yBM25xPx0szYWX+9E6JgcH0K4qkTkb5/g7QhERkSYTnpJC6p13kLV0KS3vv4/qnTvZPnYsPw8dSskXXzR4fMuEKKqLTqKwOofvc+r2LkzpDI5wFYJyVFQIioh/dOwHNy+DtO4cv28mAGe5TuSz7Z+RV5Hn5+BERESaVlhcLM2vu46sRYto/fRTuKqq2HbDjWy/7Xaqd+w47HHxkeFEVJ6AAyeLtixyvxgeCS2O18qhclRUCIqI/zRrDdfPp+J3wwE4/4dl1NgaFmzW9mgiIhKcjNNJwuDBdJg7l5Q77qDk88/ZPGQoBe9/cMiN6Y0xpMUnkmS682H2hwcPD9XKoXIUVAiKiH+FOYm56v8BkJxfSbfKKuZ894pWQhMRkaDmiIykxc2j6Th/HlFdurDr/vvZeffdh9yDMLVZJBEVPdlbtpfvcuoWnEnrDsU7ofTotqiQ0KVCUET8LiYuhoKoeFY5+jI0riPrqvJY9/oAyNng79BERES8ypmeTttpU0m56y6KFi4ie8QfqN6z56A2ac2iKC3oRIQj4tfhoS3rFozZo3mC0jgqBEUkIBQ3S4a8fC4YNoNw42BOxXaY0hs+fQpqqvwdnoiIiNeYsDBa3PRH2rz4AlXZ2Wy5/AoqN/+6NUTLhChyCg19Mvrw4Za64aFp3d1vanioNJIKQREJCBXJqcTk55AYnUTfNv1ZkNyS6s4XwceT4KU+sHWFv0MUERHxqrhzziHzrbewLhfZ115H5aZNgPuJYFWtizPT+pNTnsPKPSshtgXEt9KCMdJoKgRFJCDY1DSSSvJwuVwM6TiEvMoCvjj9erh6lnvj+dcGwrxxmgshIiJBLer4TmROmwpA9vXXU7V9B2nNogDoEHMKUWFRLNyy0N245QnaQkIaTYWgiASEiPTWRNZWk7t9D2dlnEXzqObM3TQXOp0PY5fD6WNh5Rsw+WT46hWorfF3yCIiIl4R2bEjmVNfx1ZUsu3m0bSJcC+gllsMfTL6sDh7MTWuGvfKoTnrNYVCGkWFoIgEhGZZ7QHY/sN6nA4nF7a/kE+2fUJBRQFExsGgx2DMF9DqRFhwD7x8Dmz53K8xi4iIeEtkVhYZk5+laks2MY9NxGFdZO8rY1C7QeRV5PHNnm/c8wRd1ZC73t/hyjFIhaCIBIT0EzoDkPuje6XQoVlDqXZV868t//q1UWoXuHYuXDEdKgph6kXw7igoPPxGvCIiIseq2NNPJ+3BB6hcsZxRm5aSnVdGn4w+xITHsPDnhdCybsGYXd/7N1A5JqkQFJGAkNGlA1WOcCo2uVdJ69y8M52SOjF349yDGxoDXYfCLV/BOffBun/Cc73g879paIyIiASdxOHDSRg6hGGrF2FWfk10eDR92/Tlo60fUZ2UCVGJsG25v8OUY5AKQREJCOHOcHITU3Fs37r/tSEdh7B632o2F2z+7QERMdDvfndB2LE/fPQQvHgmbP7EZzGLiIh4mzGGtAcfpKBFawbPn0JNXh6D2g2isLKQ5bu/gswzIftLf4cpxyAVgiISMEpbZhC/d/v+7y/qcBFhJow5m+Yc/qCkTLhyBlw90z1PYvpQmHU9FO30fsAiIiI+4IiJYc0f7yWmooydDz1C7/TexDvj3auHtj0D9m2E4j0Nn0jkACoERSRgmPYdaVGUS3F+EQAtolvQO7038zfNp9ZVW//BnQbC2BXQ935YtwAm94J/Pw8NHSciInIMSO/ZnTe7nE/ph4uoWPQR/dv2Z+nWpVRmnOJusFVPBeXIqBAUkYCR1KM7Diwbvvh2/2tDOg5hb/leVuzyYEN5ZxT0vQ9uWQHtesOiCTBtMORv8V7QIiIiPtClVTzvZvWlrOPx7H74EYYk9aGkuoTF1XvBGavhoXLEVAiKSMDIOqsXAHu+WbX/tb5t+tIsohnv/vSu5ydq3t49VHToC+6Ndl/sDf+Z0cTRioiI+E5mciwRkU4+HTYGV3k5rZ6fQ9u4Nsz6aTa0PR02LfV3iHKMUSEoIgEjrUMb8qMTqPnxx/2vRYZFMrzTcJZsXcL24u31HP1fjIGe18CYL6F1T5gzFubeDtUVXohcRETEu8IchuPTmrGithkpd95JydKPGbP9eFbuXcnmdqe55wnmbPB3mHIMUSEoIgFlX2Ynmm9ag8vl2v/a1Z2vxoGDGWsb8VQvsQ1cOwf63A0rp8FrA6FgWxNGLCIi4hs92yTy3fYC4q4ZQcypp5I17VNaFzqYSbG7wfp/+jdAOaaoEBSRgBJx+pkkl+az6dtfnwq2jG3JoPaDeO+n98gtzz3ykzrC4NwH4Mq3IG8zvNwXsv/ddEGLiIj4wBkdk6modvHdjiJaP/E4xhHGhA/jeH/LIvJadYcf5zZ8EpE6KgRFJKB0HnweAD/NX3zQ66NPHE1VbRUvf//yUZz8IrhxCUQluBeR+XbqUUQqIiLiW6e3T8YY+GJjLs7WrUl7YCKpG/O44LMyprVqDztXwu7V/g5TjhEqBEUkoGR2y2JHcgbOJf86aHhou4R2XHbcZcxaP4u1+9Y2/gIpneCPS6D92TBvHCwYD7XVTRC5iIiIdyXEOPld2yTmf78Tay3NBg+m2eDB/H6Zi3Urvic7Mga+esnfYcoxIqAKQWPMIGPMemPMRmPMff6OR0T8o+bCoWTkbuO7RZ8f9PrtJ99OYlQiEz6fQFl1WeMvEJ3kXlX0jFvhq5fhjWFQlneUUYt4l3KkiABc3iuDTTmlfJOdjzGGVo8+Qnj3boyZU8UrNpPq/8yA3J/8HaYcAwKmEDTGhAHPAxcAXYGrjDFd/RuViPjDGaOvoTAqnpzHH6eqonL/6wmRCfy595/ZXLiZOz6+g9Lq0sZfJCwcBk6CS6bAthXueYN71hx98CJeoBwpIr+4+MTWJMU4eXzBWlwuiyMqivYvTsG0SuXyGYVMz02h6t1RUHUUH5hKSAiYQhA4Fdhord1sra0C3gGG+jkmEfGDhBZJlN98B232bmHxJSNYtehzyopLcblc9E7vzcNnPsyK3SsYPnc4M9fPJLsom6raKqy1R36xHlfB9QugpgJeOhs+uAU2LoHSXGjM+US8QzlSRACIjQxn4sVdWbm1gLEzVrJudxEkNeeEWXMo65TOmYsdLJ2Vw2f3nsWOD1+gKicbe8BUC5FfhPs7gAOkAweu6b4dOM1PsYiIn/W7+WoWFRTR+o0XiRz3R7KBWuOg2hFOJjAVF5hsMA+SBzQ0sNOahq4YBqTCu0sBbcorAUc5UkT2G9YzndySSp5etJ6Fa3YDEO4wRHa7i4EJs7jkxxWkLCynaOFkiphMjcOdBy11+fDAryVkBVIheKhfxd98HG+MuQm4qe7bSmNMqC6N1AJoxDr6QSOU+6++h65Q7v/x/g7AzxrMkcqPBwnlfyuh3HcI7f63AHJ/BP7m70h8L5R/7tDIHBlIheB2oM0B32cAO/+7kbX2ZeBlAGPMN9baXr4JL7CEct8htPuvvodm3yG0+2+M+cbfMfhZgzlS+fFXodz/UO47hHb/1ffQ7Ds0PkcG0hzBr4HjjDHtjTERwJWAdsUUERFRjhQRkSYWME8ErbU1xphbgUW4J+u8Zq3VEn4iIhLylCNFRKSpBUwhCGCtXQAsOIJDXvZWLMeAUO47hHb/1ffQFcr9D+W+A0ecI0P97yuU+x/KfYfQ7r/6Hroa1X/TqOXWRURERERE5JgVSHMERURERERExAcCvhA0xgwyxqw3xmw0xtx3iPeNMebZuve/N8ac7I84vcWD/l9T1+/vjTFfGmNO8kec3tBQ3w9od4oxptYYM9yX8XmbJ/03xvQ1xqwyxqwxxnzq6xi9xYPf+wRjzDxjzHd1fR/pjzi9wRjzmjFm7+GW/g/me54HfQ/a+11jhXKODOX8CKGdI0M5P0Lo5shQzo/gpRxprQ3YP7gnxG8COgARwHdA1/9qcyHwL9x7LJ0OrPB33D7u/5lAUt3XFwRL/z3p+wHtluKeNzPc33H7+GefCPwItK37PtXfcfuw7xOAJ+u+TsG9n3yEv2Nvov6fDZwMrD7M+8F8z2uo70F5vzuKv6+QzZGhnB897f8B7YIqR4ZyfjyC/gdljgzl/Ohh/4/4nhfoTwRPBTZaazdba6uAd4Ch/9VmKDDdui0HEo0xrXwdqJc02H9r7ZfW2vy6b5fj3lsqGHjyswe4DXgP2OvL4HzAk/5fDcy21m4FsNYGy9+BJ323QLwxxgBxuJNcjW/D9A5r7We4+3M4QXvPa6jvQXy/a6xQzpGhnB8htHNkKOdHCOEcGcr5EbyTIwO9EEwHth3w/fa61460zbHqSPt2A+5PQoJBg303xqQDw4ApPozLVzz52XcCkowxnxhjvjXGXOuz6LzLk74/B3TBvaH2D8A4a63LN+H5XTDf845EMN3vGiuUc2Qo50cI7RwZyvkRlCPrE6z3u8bw6J4XUNtHHII5xGv/vcypJ22OVR73zRjTD/cP/SyvRuQ7nvT9GeB/rLW17g+9goon/Q8HfgecC0QD/zbGLLfWbvB2cF7mSd8HAquA/kBHYLExZpm1tsjLsQWCYL7neSQI73eNFco5MpTzI4R2jgzl/AjKkfUJ1vvdETmSe16gF4LbgTYHfJ+B+9ONI21zrPKob8aYE4F/ABdYa/f5KDZv86TvvYB36hJcC+BCY0yNtfYDn0ToXZ7+7udaa0uBUmPMZ8BJwLGe6Dzp+0jgCeseCL/RGPMz0Bn4yjch+lUw3/MaFKT3u8YK5RwZyvkRQjtHhnJ+BOXI+gTr/c5jR3rPC/ShoV8Dxxlj2htjIoArgbn/1WYucG3dSkGnA4XW2l2+DtRLGuy/MaYtMBv4Q5B80vWLBvturW1vrW1nrW0HvAuMDYIE9wtPfvfnAH2MMeHGmBjgNGCtj+P0Bk/6vhX3J70YY1oCxwObfRql/wTzPa9eQXy/a6xQzpGhnB8htHNkKOdHUI6sT7De7zzSmHteQD8RtNbWGGNuBRbhXiXpNWvtGmPMzXXvT8G9EtaFwEagDPenIEHBw/4/ACQDL9R96ldjre3lr5ibiod9D1qe9N9au9YYsxD4HnAB/7DWHnJJ4WOJhz/7R4GpxpgfcA8F+R9rba7fgm5Cxpi3gb5AC2PMduBBwAnBf8/zoO9Beb9rrFDOkaGcHyG0c2Qo50cI7RwZyvkRvJMjjfupsYiIiIiIiISKQB8aKiIiIiIiIk1MhaCIiIiIiEiIUSEoIiIiIiISYlQIioiIiIiIhBgVgiIiIiIiIiFGhaCIiIiIiEiIUSEoIiIiIiISYlQIigQwY8xLxpje/o5DREQkkCg/ihw9bSgvEsCMMauA31lra/0di4iISKBQfhQ5enoiKOJDxpilxphVdX8qjDGX19O2C7ChviRnjGlnjFlrjHnFGLPGGPOhMSa67vV1xph/GGNWG2NmGGPOM8Z8YYz5yRhzqlc6KCIi0gjKjyK+p0JQxIestf2ttT2Al4C5wOx6ml8ALPTgtMcBz1truwEFwGV1r2cBfwdOBDoDVwNnAfcAExoRvoiIiFcoP4r4ngpBER8zxlyLO4ld08CQloF4luh+ttauqvv6W6DdAa//YK11AWuAJdY9FvyHA9qIiIgEBOVHEd8K93cAIqGkbqjLNcBQa211Pe1igERr7U4PTlt5wNe1QPQhXncd8L0L/dsXEZEAovwo4nv6ZRfxEWPMxcBY4GJrbUUDzfsBH3s/KhEREf9SfhTxDw0NFfGdaUAG8EXdZPgb6mnr6fwHERGRY53yo4gfaPsIkQBkjFkJnFbf8BgREZFQo/wo0nRUCIqIiIiIiIQYDQ0VEREREREJMSoERUREREREQowKQRERERERkRCjQlBERERERCTEqBAUEREREREJMSoERUREREREQowKQRERERERkRCjQlBERERERCTE/H/VP/U6kmCiIwAAAABJRU5ErkJggg==\n", + "image/png": 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", "text/plain": [ "
" ] @@ -181,7 +181,7 @@ "f, axes = plt.subplots(1,2,figsize=(15,5))\n", "\n", "for pore,comp,ax in zip(pores,comps,axes):\n", - " ax.plot(pore.z/(NANO*METER), (pore.density*NAV*(NANO*METER)**3).T)\n", + " ax.plot(pore.z/(si.NANO*si.METER), (pore.density*si.NAV*(si.NANO*si.METER)**3).T)\n", " if comp[0] == '2':\n", " ax.legend(['CH$_3$', 'CH', 'OH', 'CH$_3$'])\n", " elif comp[0] == '1':\n", @@ -195,7 +195,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -209,12 +209,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.6" - }, - "vscode": { - "interpreter": { - "hash": "31f2aee4e71d21fbe5cf8b01ff0e069b9275f58929596ceb00d14d90e3e16cd6" - } + "version": "3.9.10" } }, "nbformat": 4, diff --git a/examples/lj_models.ipynb b/examples/lj_models.ipynb index b7d592efc..b022ce9de 100644 --- a/examples/lj_models.ipynb +++ b/examples/lj_models.ipynb @@ -19,18 +19,18 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ - "import numpy as np\n", - "from feos.si import *\n", "from feos.uvtheory import UVTheoryParameters, Perturbation\n", "from feos.pets import PetsParameters\n", "from feos.eos import State, PhaseEquilibrium, PhaseDiagram, EquationOfState, Contributions\n", + "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "import pandas as pd\n", + "import si_units as si\n", "\n", "import warnings\n", "warnings.filterwarnings('ignore')\n", @@ -50,7 +50,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -77,10 +77,10 @@ "\n", "class Thol:\n", " def __init__(self):\n", - " self.sigma = 3.7039 * ANGSTROM\n", - " self.eps_k = 150.03 * KELVIN\n", - " self.tc = 1.32 * self.eps_k / KELVIN\n", - " self.rhoc = 0.31 / self.sigma**3 * ANGSTROM**3\n", + " self.sigma = 3.7039 * si.ANGSTROM\n", + " self.eps_k = 150.03 * si.KELVIN\n", + " self.tc = 1.32 * self.eps_k / si.KELVIN\n", + " self.rhoc = 0.31 / self.sigma**3 * si.ANGSTROM**3\n", " \n", " def components(self): \n", " return 1\n", @@ -124,14 +124,14 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "sigma = 3.7039\n", - "sigma_a = sigma * ANGSTROM\n", + "sigma_a = sigma * si.ANGSTROM\n", "eps_k = 150.03\n", - "eps_k_k = eps_k * KELVIN\n", + "eps_k_k = eps_k * si.KELVIN\n", "\n", "parameters = UVTheoryParameters.new_simple(12.0, 6.0, sigma, eps_k)\n", "uvtheory_wca = EquationOfState.uvtheory(parameters)\n", @@ -153,94 +153,94 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ - "s1 = State(uvtheory_wca, temperature=300*KELVIN, pressure=1*BAR)\n", - "s2 = State(uvtheory_b3, temperature=300*KELVIN, pressure=1*BAR)\n", - "s3 = State(thol, temperature=300*KELVIN, pressure=1*BAR)\n", - "s4 = State(pets, temperature=300*KELVIN, pressure=1*BAR)" + "s1 = State(uvtheory_wca, temperature=300*si.KELVIN, pressure=1*si.BAR)\n", + "s2 = State(uvtheory_b3, temperature=300*si.KELVIN, pressure=1*si.BAR)\n", + "s3 = State(thol, temperature=300*si.KELVIN, pressure=1*si.BAR)\n", + "s4 = State(pets, temperature=300*si.KELVIN, pressure=1*si.BAR)" ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "-0.0016213224956115704" + "-0.0016213224956115706" ] }, - "execution_count": 13, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "s1.molar_helmholtz_energy(Contributions.Residual) / (RGAS * 300 * KELVIN)" + "s1.molar_helmholtz_energy(Contributions.Residual) / (si.RGAS * 300 * si.KELVIN)" ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "-0.0016138652202999685" + "-0.001613865220299969" ] }, - "execution_count": 14, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "s2.molar_helmholtz_energy(Contributions.Residual) / (RGAS * 300 * KELVIN)" + "s2.molar_helmholtz_energy(Contributions.Residual) / (si.RGAS * 300 * si.KELVIN)" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "-0.001614415096260159" + "-0.0016144150962601593" ] }, - "execution_count": 15, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "s3.molar_helmholtz_energy(Contributions.Residual) / (RGAS * 300 * KELVIN)" + "s3.molar_helmholtz_energy(Contributions.Residual) / (si.RGAS * 300 * si.KELVIN)" ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "-0.0009407040108813862" + "-0.0009407040108813863" ] }, - "execution_count": 16, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "s4.molar_helmholtz_energy(Contributions.Residual) / (RGAS * 300 * KELVIN)" + "s4.molar_helmholtz_energy(Contributions.Residual) / (si.RGAS * 300 * si.KELVIN)" ] }, { @@ -253,7 +253,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -297,9 +297,9 @@ " print('{}:'.format(names[i]))\n", " Tc = State.critical_point(eos).temperature / eps_k_k\n", " print('Tc*={}, Error: {}%'.format(np.round(Tc, 5), np.round(np.abs(Tc - 1.3120 ) / 1.3120 * 100 ,3)))\n", - " pc = State.critical_point(eos).pressure() * (sigma * ANGSTROM)**3 / KB / eps_k_k\n", + " pc = State.critical_point(eos).pressure() * (sigma * si.ANGSTROM)**3 / si.KB / eps_k_k\n", " print('pc*={}, Error: {}%'.format(np.round(pc, 5), np.round(np.abs(pc - 0.1279 ) / 0.1279 * 100 ,3)))\n", - " rhoc = State.critical_point(eos).density * (sigma * ANGSTROM)**3 * NAV\n", + " rhoc = State.critical_point(eos).density * (sigma * si.ANGSTROM)**3 * si.NAV\n", " print('rhoc*={}, Error: {}%'.format(np.round(rhoc, 5), np.round(np.abs(rhoc - 0.316) / 0.316 * 100 ,3)))\n", " i += 1\n", " print('')\n", @@ -317,102 +317,102 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 17.9 ms, sys: 1.2 ms, total: 19.1 ms\n", - "Wall time: 23 ms\n" + "CPU times: user 17.4 ms, sys: 0 ns, total: 17.4 ms\n", + "Wall time: 17.5 ms\n" ] } ], "source": [ "%%time\n", - "vle_uv = PhaseDiagram.pure(uvtheory_wca, 150*KELVIN, 500)" + "vle_uv = PhaseDiagram.pure(uvtheory_wca, 150*si.KELVIN, 500)" ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 16.5 ms, sys: 852 µs, total: 17.4 ms\n", - "Wall time: 19.4 ms\n" + "CPU times: user 15.6 ms, sys: 0 ns, total: 15.6 ms\n", + "Wall time: 15.7 ms\n" ] } ], "source": [ "%%time\n", - "vle_uv_bh = PhaseDiagram.pure(uvtheory_bh, 150*KELVIN, 500)" + "vle_uv_bh = PhaseDiagram.pure(uvtheory_bh, 150*si.KELVIN, 500)" ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 26.5 ms, sys: 1.29 ms, total: 27.8 ms\n", - "Wall time: 29.7 ms\n" + "CPU times: user 20.4 ms, sys: 14 µs, total: 20.4 ms\n", + "Wall time: 20.2 ms\n" ] } ], "source": [ "%%time\n", - "vle_uv_b3 = PhaseDiagram.pure(uvtheory_b3, 150*KELVIN, 500)" + "vle_uv_b3 = PhaseDiagram.pure(uvtheory_b3, 150*si.KELVIN, 500)" ] }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 971 ms, sys: 5.32 ms, total: 976 ms\n", - "Wall time: 976 ms\n" + "CPU times: user 1.57 s, sys: 4.24 ms, total: 1.57 s\n", + "Wall time: 1.57 s\n" ] } ], "source": [ "%%time\n", - "vle_thol = PhaseDiagram.pure(thol, 150*KELVIN, 500)" + "vle_thol = PhaseDiagram.pure(thol, 150*si.KELVIN, 500)" ] }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 16.3 ms, sys: 1.41 ms, total: 17.7 ms\n", - "Wall time: 18.3 ms\n" + "CPU times: user 6.85 ms, sys: 0 ns, total: 6.85 ms\n", + "Wall time: 6.99 ms\n" ] } ], "source": [ "%%time\n", - "vle_pets = PhaseDiagram.pure(pets, 150*KELVIN, 500)" + "vle_pets = PhaseDiagram.pure(pets, 150*si.KELVIN, 500)" ] }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -491,7 +491,7 @@ "40 0.74 0.003271 0.826147 0.002350" ] }, - "execution_count": 23, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -512,22 +512,24 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 16, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], "source": [ - "s3 = NAV * sigma_a**3 # factor to calculate dimensionless density \n", + "s3 = si.NAV * sigma_a**3 # factor to calculate dimensionless density \n", "colors = sns.color_palette(\"Dark2\", n_colors = 6)\n", "plt.figure(figsize=(12, 6))\n", "\n", @@ -566,17 +568,19 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 17, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -594,26 +598,26 @@ " psat = row['p']\n", "\n", " vle_uvb3 = PhaseEquilibrium.pure(uvtheory_b3, temp * eps_k_k)\n", - " rhov_uvb3 = vle_uvb3.vapor.density * NAV * (sigma * ANGSTROM)**3\n", - " rhol_uvb3 = vle_uvb3.liquid.density * NAV * (sigma * ANGSTROM)**3\n", - " ps_uvb3 = vle_uvb3.vapor.pressure() / (KB * eps_k_k ) * (sigma * ANGSTROM)**3\n", + " rhov_uvb3 = vle_uvb3.vapor.density * si.NAV * (sigma * si.ANGSTROM)**3\n", + " rhol_uvb3 = vle_uvb3.liquid.density * si.NAV * (sigma * si.ANGSTROM)**3\n", + " ps_uvb3 = vle_uvb3.vapor.pressure() / (si.KB * eps_k_k ) * (sigma * si.ANGSTROM)**3\n", " err_uvb3_rhov = (rhov - rhov_uvb3) / rhov * 100\n", " err_uvb3_rhol = (rhol - rhol_uvb3) / rhol * 100\n", " err_uvb3_ps = (psat - ps_uvb3) / psat * 100\n", "\n", " vle_uvwca = PhaseEquilibrium.pure(uvtheory_wca, temp * eps_k_k)\n", - " rhov_uvwca = vle_uvwca.vapor.density * NAV * (sigma * ANGSTROM)**3\n", - " rhol_uvwca = vle_uvwca.liquid.density * NAV * (sigma * ANGSTROM)**3\n", - " ps_uvwca = vle_uvwca.vapor.pressure() / (KB * eps_k_k ) * (sigma * ANGSTROM)**3\n", + " rhov_uvwca = vle_uvwca.vapor.density * si.NAV * (sigma * si.ANGSTROM)**3\n", + " rhol_uvwca = vle_uvwca.liquid.density * si.NAV * (sigma * si.ANGSTROM)**3\n", + " ps_uvwca = vle_uvwca.vapor.pressure() / (si.KB * eps_k_k ) * (sigma * si.ANGSTROM)**3\n", " err_uvwca_rhov = (rhov - rhov_uvwca) / rhov * 100\n", " err_uvwca_rhol = (rhol - rhol_uvwca) / rhol * 100\n", " err_uvwca_ps = (psat - ps_uvwca) / psat * 100\n", "\n", "\n", " vle_uvbh = PhaseEquilibrium.pure(uvtheory_bh, temp * eps_k_k)\n", - " rhov_uvbh = vle_uvbh.vapor.density * NAV * (sigma * ANGSTROM)**3\n", - " rhol_uvbh = vle_uvbh.liquid.density * NAV * (sigma * ANGSTROM)**3\n", - " ps_uvbh = vle_uvbh.vapor.pressure() / (KB * eps_k_k ) * (sigma * ANGSTROM)**3\n", + " rhov_uvbh = vle_uvbh.vapor.density * si.NAV * (sigma * si.ANGSTROM)**3\n", + " rhol_uvbh = vle_uvbh.liquid.density * si.NAV * (sigma * si.ANGSTROM)**3\n", + " ps_uvbh = vle_uvbh.vapor.pressure() / (si.KB * eps_k_k ) * (sigma * si.ANGSTROM)**3\n", " err_uvbh_rhov = (rhov - rhov_uvbh) / rhov * 100\n", " err_uvbh_rhol = (rhol - rhol_uvbh) / rhol * 100\n", " err_uvbh_ps = (psat - ps_uvbh) / psat * 100\n", @@ -661,7 +665,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 18, "metadata": { "jupyter": { "source_hidden": true @@ -670,12 +674,14 @@ "outputs": [ { "data": { - "image/png": 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9998DvsTNZDIdNbp18+bNFf4kJSX5z7HZbJx88sns27ePrKwsFi9eTGhoKEOGDClXltlsZvjw4TgcDjZu3Mjvv/9OeHg4J51UvvklPDzc36du9uzZVGfGjBlMmTKFf/zjH/7/FkuWLGHPnj106NCBTZs2VfgMGzduJDExkcLCQv/oXhGpH9nffEnJxsP9ZeMvvwZb+w5BjEgamhI6kToqq1nKyMg46tiqVasqvKZz586ceOKJpKSkMH/+fLZv387gwYPp0KF2X7hl/ej+97//sX//fgYPHoy9gtrTslq7xYsXk5qaypAhQ7BV8Bf7jTf6Zo6fOnUqGzduPOp4mT179vDhhx8CcOWVV2I+NGqubGWI8847r9IZ6M1msz+B/eyzzwJ9VBGpRtGq5eR886V/O+LkIUSdfkYQI5JjQQmdSB317t0b8E3ke2QH/7S0tEonG4bDtXSPP/44EPjccxUpm4/u/fffB45ubi1z6qmnYjKZ/KNP/9jcWubEE0/kyiuvxOVycdVVV/Htt98etbTXunXruPHGG8nJyaFPnz5cc41vGpicnBzmzJkDwF/+8pcq47744osxmUxs2bKl3LqzIlI7zv37OPjma/7tkMS2tLlugpb2agHUh06kjoYMGcKAAQNYs2YNF110EcOGDcPr9bJ06VKSkpLo378/a9euPeq6sjnpDhw4QHh4OGefXfuRt7179yYhIYE9e/YAlSd08fHxHH/88f6pSypL6AAeeughQkJCePfdd/nb3/7G008/TXJyMpGRkezYsYPNmzcDvj58r776qr9G8JtvvsHlcnH88cfTo0ePKuPu1KkTgwYNYunSpXzyyScMHjy4xs8uIj7ekmIOvPoChqMEAFNoKO3uvBeL+qe2CKqhE6kjs9nMO++8ww033EB8fDy//vorW7du5dJLL2Xq1KlERUVVeF3ZnHQAY8aMIbyO6ykOGzYM8CVJnTt3rvS8siSuc+fO5aY1+SOTycQDDzzA1KlTufjii4mMjGTFihXMnTuXrKwsRo4cyUsvvcTHH3/sH6ABh5tbq6udK1O2csTcuXP9c+CJSM34BkG8juvAfv++xJtuxdYhqYqrpDkxGUZTnR1WAjV27FhSUlLo06ePfxkmERFpPrK/+ZLsr77wb8ecfxFxFx+9HJ80LTX591tNrgE644wz2LdvX7XnDR48mI8++qjKc/bs2VPtckdLliwpV+shIiJSkaLVK8olc+H9BxJ70bggRiTBoIQuQKNHjyY7O7vCY16vl9mzZ+PxeAJa+7Ks/1KPHj047rjjKjynohGKIiIiR3Ie2E/am5P92yGJbUm8+Xat09oCKaEL0D/+8Y9Kj7300kt4PB6GDRtW6cz+RypL6K666irGjx9fbzGKiEjL4S0p5sCk5/GWaBCEaFBEnf3666+8+eabxMbG8sILL2CxWKq9ZsOGDQAB1eaJiIj8keH1kvbfN8oPgrhRgyBaMiV0deB0OnnssccwDINHHnmEuLi4gK5LSUkhJCSEXr16NXCEIiLSHOV8+zVFK5f5t2POv4jIkzXtT0umJtc6eOedd9i1axennHIK5557bkDX7N+/n5ycHHr27Mnnn3/OV199xY4dO/zLN02cOJF+/fo1cOQiItJUFa1e+YdBECdoEIQooautgoIC3n77bQD++te/BnxdWf+5rVu38tRTT3HSSScxdOhQNm3axNy5c/n555955pln+POf/1xlOVOnTvXP9l+dI1cvEBGRpst58IBvEMShGcd8gyDu0CAIUUJXW5999hmFhYWMHDmyRjVqZQldt27deOONN+jSpQvgGyn71ltv8dJLL/Hggw/Sv39/OnbsWGk5GRkZ/rJERKT585aUcHDSC3hLigEw2e20veNvGgQhgBK6WvF4PP655m699dYaXXv77bdz8cUXExERUW6eObPZzMSJE1m9ejULFixg6tSp3HfffZWWk5CQQJ8+fQK6Z2pqKg6Ho0ZxiohI42EYBmlvv4Fz/17/vsQbb8GeVPkf/tKyKKGrhaVLl5Kenk6PHj0YMGBAja61Wq1V1rydeeaZLFiwgHXr1lVZzvjx4wOe8qRspmkREWmacr79mqIVS/3bMeddQOSgoUGMSBobNbrXwuzZs4HA16qsiXbt2gFQcmheIRERadmK1qwie8bhPtPh/QYQO1bLekl5Suhq4eeffwYIeGTrkZ555hnuuOMONm/eXOHxAwcOAIcTOxERabmcBw+QNuVV/yAIa0IbEidqEIQcTU2uNZSens6BAwdISEiosum0MuvXr2fp0qV069aN5OTko47PnDkTgBEjRtQ5VhERabo8+fkcePHpcoMgfCtBRAY5MmmMlOLX0Nq1awGqHdnqcrlITU0lNTUVl8vl33/55ZcD8O6777JkyRL/fo/Hw7PPPsvSpUvp0qVLgzTniohI0+AtLWX/y8/iSk/z70u84RbsHTsFMSppzFRDV0N79/pGGCUkJFR5Xlpamr9Jdt68eSQl+ZZjOeecc1i+fDkff/wx1113HQMGDCAxMZH169ezb98+EhISeP3117HZbA37ICIi0igZXi9pb02mdPs2/764cZcROViDIKRySuhqKCcnB4CoqKhal/HII48wePBgPvnkEzZs2EBKSgrt2rXjuuuuY8KECeWmMxERkZYl87OPKFpxeFmvqFGjiT5XrTZSNSV0NXTPPfdwzz33VHteUlJSpQMfAM4++2zOPvvs+gxNWrDly5dzxRVXHLXfZDIRHh5O165d+fOf/8yVV16p2l+RRiz3h+/Im/M//3b4gBNJuPI6TCZTEKOSpkAJnUgzsHHjRgBat25N9+7d/ftLSkrYs2cP69evZ/369axevZpJkyYFK0wRqULhst/InPqxf9vepRttb70Tk8USxKikqVBCJ9IMbNiwAYAxY8bw+OOPlzvmcDh47LHHmDFjBj/88AM7d+70LzknIo1DydbNpL352uHpSeITaHf3/ZjtoUGOTJoKjXIVaQbKauh69+591LHQ0FBuueUW/3bZXIci0jg4D+7nwCvPY7h9MyKYIyJo/9e/Y42ODm5g0qQooRNp4pxOJ9u2+UbDVZTQAeX633To0OGYxCUi1XPn57H/hafxFhb4dlittLvzXmzt9TmVmlFCJ1JHr776KsnJyTz55JMVHj/55JNJTk5m7969vPTSSyQnJ/PYY49VeG5WVhZ9+vThpJNOCnj5t23btuFyuTCZTBVOVg0wY8YMAPr371+rCbFFpP55S0s58PJzuDPS/fsSb7yVsOTjghiVNFXqQye15vWUYhjuYIdRYyaTFbPFHpR7jx07lilTpjB79mweeughrNbyH8Fvv/0Wt9vNmDFjCAsLC6jMsv5znTp1IiIiwr+/qKiI3bt389lnnzFt2jQSEhL497//rdFyIo2A4fWS9uYf5pq75HJaDT0liFFJU6aETmolI/UD8vbPBoxgh1ILJlq3H0NC92uO+Z07d+7MiSeeyMqVK/n11185/fTTyx0vW/rtoosuCrjMsv5zu3btqrCGLjQ0lJtvvpkrrriCNm3a1CF6EakPhmGQ+emHFK08Yq65M/5E9DnnBzEqaerU5Cq1krf/B5pmMgdgHIo/OMaOHQscTt7KbN++nfXr19OpUydOPvnkgMsrq6ErSxbLfnr16kV4eDgOh4Ovv/6anTt3HnXtL7/8wtVXX83w4cPp27cvI0aM4K677vL3yROR+pf34/fkzZ3t3w4fcCIJV1yr2nOpE9XQSa20bn92E66hM9O6ffAmdT7nnHN48sknmT9/PsXFxYSHhwOHE7wLL7ww4LIMw2DTpk0APProowwfPrzc8eLiYv79738zY8YMbrvtNubPn0+rVq38x/Py8ujTpw+XX345sbGx7N+/n//+979ccsklzJo1SwMoROqZ5pqThqKETmolofs1xHUZrz50tRAZGcno0aOZNWsW8+bN4/zzz8cwDGbNmoXJZCqX0KWmpvLGG28cVUZsbCz/+Mc/2LlzJ8XFxQAVNreGh4fz0EMP8dVXX5Gfn8+iRYs455xz/MfPO+88zjvvvHLX9O/fn3POOYcffviB66+/vp6eWkRKNm/UXHPSYJTQSa35kqLgJUZNhcfjOWrf2LFjmTVrFrNmzeL8889nxYoV7N27lyFDhpSrFcvMzGTWrFlHXd+hQwf+8Y9/+PvPxcXFER8fX+H9IyMjiY6OJicnh6ysrGrjjT4095VFNQYi9caxfRv7X3pWc81Jg1FCJ1JHZf1eKkrcXC6XvwbtSEOHDqVdu3b8+uuv5OXl+ZO2sv51ZYYMGVLlmsBl/ecqm38OfM2uBQW+Oa7i4uIqPMfj8eDxeNi/fz8vvPACCQkJR9XciUjtlO7Zxf4XnsJw+KYiMoWEaK45qXcaFCFSR2VThWRkZBx1bNWqVRVeYzabueCCC3C73cydO5cffviB8PBwzjrrrBrdu6yGrrL558A3B53b7SYkJIShQ4dWeM64cePo168fZ599Nps3b+aDDz6oNPkTkcA59+9j/7NP4i0q8u2wWGh7x18115zUOyV0InVUVjv2yy+/kJqa6t+flpZW6WTDcLg27tVXXyUnJ4cxY8b4B0gEqqyGrqKErrS0lDfffJOnn34agIkTJxITE1NhOc899xzTpk3jhRdeIDIykuuuu469e/fWKBYRKc+Vnsa+Z5/AU5Dv22E20/aWu4joPzC4gUmzpCZXkToaMmQIAwYMYM2aNVx00UUMGzYMr9fL0qVLSUpKon///qxdu/ao646ckw5qNvcc+BLG7OxsAN555x0+//xz/7Hs7Gz27duHy+XCbDYzYcIEbrvttkrL6t69OwADBgxgxIgRnHHGGbz11ls8/vjjNYpJRHzc2Vm+ZC43x7fDZCLxxluJPHlwcAOTZksJnUgdmc1m3nnnHd544w1mz57Nr7/+Snx8PJdeeil33HEHd999d6XXjh07lpUrV5KUlMSgQYNqdN+y2jmALVu2+H83mUxERETQo0cPTj75ZC655BJ69eoVcLlRUVF06tSJ3bt31ygeEfFx5+Wy79kncGce7oaRcM2NtDrl1CBGJc2dEjqRetCqVSvuv/9+7r///qOOvfPOO5VeN27cOMaNG1ere44aNarKARO1lZmZyY4dOzj/fM1aL1JTnsIC9j/3H1wHD/j3xV92Na1HnhnEqKQlUEIn0oLddtttHH/88SQnJxMZGcnOnTt5//33sVgsXHfddcEOT6RJ8ZYUs/+Fp3DuPVy7HTv2UqLPPjeIUUlLoYROpAUbMGAAs2fP5r333sPlctG2bVuGDBnChAkTSEpKCnZ4Ik2Gt9TB/peeoXTHdv++mPMuIPYvNesbK1JbSuhEWrAJEyYwYcKEYIch0qR5nU4OTHoBx5bDXSBa/2kMsRePD2JU0tJo2hIREZFaMtxuDr7+CiUp6/z7okaMIv6yq/2TjoscC0roREREasHwekl7azLFq1f490UOPYWEa2/CZNY/r3JsqclVRESkhgy3m7S3X6dw6W/+fREDTybxxluVzElQKKETERGpAcPl4uCUSRStWObfF953AG1vvQuTVf+sSnDo/zwREZEAeZ1ODk5+keK1q/37wvr0o+0df8UUEhK8wKTFU0InIiISAK/DwYFXnqNkY4p/X/iAE2l7292YbbYgRiaihE5ERKRanuJiDrz4NI5th5fZizh5CG0n3qFmVmkU9H+hiIhIFTyFBex//ilKdx6eNLjVsFNpc+MtmCyWIEYmcpgSOhERkUq48/PY/+yT5Zbzijr9DBKuuVGjWaVRUUJXQ7/99hvXXHNNpcfDw8NZtWpVQGXt2LGD1157jRUrVpCVlUXbtm0555xzmDBhAhEREfUVsoiI1II7J5t9zzyB6+B+/77WfxpD/OXXaNJgaXSU0NVQSoqvM2y/fv3o0qXLUcftdntA5axdu5ZrrrmG4uJiBgwYQL9+/Vi5ciVTpkxh/vz5fPrpp7Rq1ao+QxcRkQC5MtLZ9+wTuDPS/ftizruA2IvHK5mTRkkJXQ2VJXR33XUXp512Wq3KcLlc3H333RQXF/P0009z0UW+xZsdDgf33HMP8+fP54UXXuBf//pXfYUtIiIBch48wP5nn8CdneXfFzv2EmL/MjaIUYlUTR0Aaqgsoevbt2+ty/juu+/Yt28fw4cP9ydzAKGhofznP/8hPDyc6dOnk5+fX+d4RUQkcKX79rDvqcfKJXNx469SMieNnhK6GigsLGTXrl106NCBmJiYWpezYMECAM4666yjjsXExDBkyBBcLheLFi2q9T1ERKRmSrZsYt9//oUnL9e/L+Hq64kZ8+fgBSUSIDW51sDGjRsxDIPOnTvz+uuv87///Y/du3cTGRnJKaecwq233krXrl2rLWfLFt88RsnJyRUe79mzJwsWLGDz5s2ce+659foMUr9effVVJk+eXKNrbr/9dgAmT57M1VdfzUMPPdQQoQGH/x9btmwZUVFRDXYfkaaucNlvpL35Gobb5dthMtHm+puJOm1kUOMSCZQSuhooa25dvHgxK1asYNCgQbRr146UlBRmzpzJ3LlzmTJlCkOGDKmynLS0NAASExMrPJ6QkABAenp6hcel8UhOTub8888vt6+kpIS5c+cCHHWs7JrNmzcfk/hEpHq5P3xP5tSPwDAAMFlDSLz5diIHVf1dLtKYKKGrgbKE7sQTT2TSpEn+xMvpdPL000/zySefcPfddzNnzhwiIyMrLaekpATw9ZmrSNn+4uLiSsuYOnUq06ZNCyju1NTUgM6TmjvrrLOOajrfu3evP6F7/vnnK7xOCZ1I8BleL1mff0LuD9/595kjImh3132E9eodxMhEak4JXQ08+eST3HrrrSQkJJRL2Gw2Gw899BArV65k48aNzJw5k8svv7zSciwWC16vt9r7GYf+WqxIRkaGP8EUEZGaMVwu0v77OoVLl/j3WePiaf+3B7G17xDEyERqRwldDdhstkr7yFksFkaOHMnGjRtZt25dleVERESQm5tLaWlphccdDgfgm6S4MgkJCfTp0yeguFNTU/1lSuOzfPlypkyZwurVq3G73XTv3p0rr7yy3AjoMk6nk08//ZRZs2axfft2vF4vnTp1YsyYMVx77bWakFokAJ6iQg5MegHH5o3+ffbOXWh3zwNYo2s/4E0kmJTQ1aN27doBh5tUK9OmTRtyc3PJyMjwX3Oksr5zbdq0qbSM8ePHM378+IDiGjt2bIPU5rm8pXgNd72X29DMJish5sAmgG5ov/zyC5988glt2rRh6NCh7N+/n/Xr1/P3v/+dzMxMbrrpJv+5BQUFXHfddaxbt47w8HAGDRqE1WplxYoVTJo0iW+//Zb333+/0r6ZIgKurEwOvPA0zv17/fvC+w6g7W13Yw4LC2JkInWjhC5ATqeTJ554gqysLB5//HHi4uKOOufAgQMAFSZpR0pOTmbLli1s3bqV/v37H3V827Zt/vMaq4UZH7AmbzYGlTcLN1YmTAxoPYYRCZUv4Xas7Nixg+uuu4777rsPy6FFvt98801efPFF3n33XW688Ub/rPSPPvoo69atY+DAgbz++uvExsYCUFRUxAMPPMCcOXO45557+PTTT4P2PCKNWenuXex/8Wk8uTn+fa1OPZ02196Eyap/DqVp0zx0AbLZbCxatIi5c+cyb968o447nU6+//57AEaMGFFlWSNHjgTgxx9/POpYTk4Ov//+O3a7nWHDhtU98AayJu+HJpnMARgYrMn7IdhhANCxY0fuv/9+fzIHcN1112GxWMjOzvaPiD5w4ADff/89NpuNV155xZ/Mga8J/7nnniM+Pp4VK1awfPnyY/4cIo1d8YZ17P3Pv8olczF/GUubGyYqmZNmQQldDZQNdHjhhRfYtGmTf7/D4eAf//gHu3btYvDgwf5ErKSkhNTU1KNGmY4ePZoOHTrw008/MXXq1HLlPPTQQxQXF3PJJZeU+0e7sRnQ+mxMNM31DE2YGdD67GCHAcDAgQMxm8t/DG02G/Hx8QD+1UKWLl2KYRgMHjy4wibVsLAwzjzzTAB+++23Bo5apGnJ+2ke+194GsNxqDuM2UzCtTcRN/YSrcsqzYb+LKmBa6+9llWrVjF37lwuvvhiBg4cSExMDCtXriQzM5Nu3brx4osv+s9fu3YtV199NVB+morQ0FCeeeYZbrzxRh599FGmTZtGUlISq1atIj09nb59+3LPPfcc8+eriREJ1zAsbrz60NVR69atK9xvPVRj4PF4gMP9KpOSkiotq2PHjuXOFWnpDLebzM8+JG/e4dYQk81O21vvIuKEE4MYmUj9U0JXA1arlcmTJzN9+nSmT59OSkoKHo+Hjh07ctlll3H99ddXOTL1SIMGDeKLL75g8uTJLF26lG3btpGUlMQll1zCdddd1yRGK/qSosaRGDVVgdYOVDWFTZmyqXBsNludYhJpDjwF+Rx8/RVKNh4eEGZpHU27u+4ltFuPIEYm0jCU0NWQyWRi3LhxjBs3rtpzhwwZUuUEsr169WLSpEn1GZ40U2Ujnvfu3VvpObt37wbwN9eKtFSle3ZzYNLzuDMO11bbu3aj3Z33Yo1pvF1ZROpCCZ1IEzBo0CBMJhNLly4lPT39qCltiouLmT9/PgBDhw4NRogijULhiqWkvfUaxhHzfEYOO5U2103ArNpracY0KEKkCejQoQNjxozB6XRy9913k52d7T9WVFTE/fffT3Z2NgMGDOCEE04IXqAiQWJ4vWR/8yUHX33xcDJnMhF3yRUkTrhNyZw0e6qhE2kiHnvsMXbv3s2KFSs488wzGTx4MFarleXLl5Obm0u3bt146aWXgh2myDHndThIe/t1ipYv9e8zh4WROPFOIgYMDGJkIseOEjqRJqJ169Z89tlnfPLJJ3z77bf8/vvvmM1mOnfuzA033MCVV14Z8KAckebClZHOgUnP49yz278vpG072t15r9ZklRbFZAQyfE6atLKlv/r06cOMGTOCHY6ISL0oWruatLdew1tY4N8X3m8AiRPvxNIEZgoQqU5N/v1WDZ2IiDQphsdD9tfTyZn1Vbn90WPOI+6SyzGZ1T1cWh4ldCIi0mS4c3M4+MYkHJs3+veZQkJIuPYmooZXveyiSHOmhE5ERJqE4g3rSJsyGU9+nn9fSNv2tL3tbuwdOwUxMpHgU0InIiKNmuH1kjNzBtnffAlHdPuOHDqcNtfciDksLIjRiTQOSuhERKTRcuflkvbWa5SkrPPvM1lDiL/iGqJGnhnw8nkizZ0SOhERaZRKNm/k4BuT8OTm+PeFJLal7a13Ye/cNYiRiTQ+SuhERKRRMdxusmd9Rc7MGeWaWCNOHkKb62/GovkWRY6ihE5ERBoN58H9pL35GqU7Ug/vtFiIv+wqWp95tppYRSqhhE5ERILOMAzyf5pH5mcfYThL/futCW1oe8tdhHbrHsToRBo/JXQiIhJU7rxc0t99i+I1K8vtb3XaSBIuv0ajWEUCoIRORESCpmjVCtLffRNPQb5/nzmyFW2uu4nIkwYHMTKRpkUJnYiIHHNeh4PMzz4k/+f55faH9z+BNtffjDU6JkiRiTRNSuhEROSYKt6YQsZ7b+FKT/PvM9lsxF96JVFn/EkDH0RqQQmdiIgcE57iYrKmfUr+T3PL7bd36UbihNuwte8QpMhEmj4ldCIi0uCKVq8k/YO38eRkH95pMhFz3oXEXnAxJqv+ORKpC32CRESkwXgK8sn49EMKlywqt9/WsRNtbphIaJduQYpMpHlRQiciIvXOMAwKf19Cxifv4S0oOHzAaiX2L2OJOfcvqpUTqUf6NImISL1yZWWS+fF7FK1aUW6/vXtPEq+/GVuHpCBFJtJ8KaETEZF6Ybjd5Mz+lpyZMzCcTv9+k81O3P9dSuvRYzCZzUGMUKT5UkInIiJ1VrxhHRkfvofr4P5y+8OO70uba28ipE1ikCITaRmU0ImISK25c7LJ/OxDCpf+Vm6/pVUUcZdeQavhIzSvnMgxoIRORERqzHC7yZ0zm+xvpmM4HIcPmEy0PuNPxI69FEtERPACFGlhlNCJiEiNFK1dTdbUj3Hu31tuv71bDxKuvoHQLl2DFJlIy6WETkREAlK6dw9ZUz+meP2acvvNka2IG3cZUaeN1KAHkSBRQiciIlVy5+WS/dUX5P88Hwzj8AGTiagRo4gbdxmWyFbBC1BElNDVxjfffMP06dPZtGkTJSUlxMXFMWzYMCZMmEC3boHNev7bb79xzTXXVHo8PDycVatW1VfIIiI15nU6yf3xe3K+/bp8Pzkg7Lg+xI+/CnvnLsEJTkTKUUJXA4ZhcO+99/Ltt98SEhJC3759iY2NZdOmTXz11VfMnj2bN954g2HDhlVbVkpKCgD9+vWjS5cuRx232+31Hb6ISEAMj4eCxb+Q/fV03FmZ5Y6FtG1H/KVXEn7CiRq9KtKIKKGrgZkzZ/Ltt9/Spk0b3nnnHXr16gWAx+Nh0qRJTJkyhXvvvZc5c+YQHh5eZVllCd1dd93Faaed1uCxi4hUx/B6KVqxlKwZ03AdKD+fnDkiktgL/4/Wo0ZryS6RRkifyhqYPn06AH/729/8yRyAxWLh7rvvZt68eWzdupXFixczevToKssqS+j69u3bcAGLtECGYeB1F+Fx5eF25uJx5WN4SvB6nBhe34/XW4rhdWF4SjEwMJnMYLJgMlkwme2YrWFYLOG+15AoLLZYrLYYzNaIZlkrZRgGxevWkP3l55Tu2lH+oMVC9OgxxPzlIiwRkcEJUESqpYSuBqKioujevTsnnXTSUcdMJhNdu3Zl69atpKenV1lOYWEhu3btokOHDsTExDRUuCLNktfrxO3IxOVIw+VIx+1I972WZh1K4vLAcFdbjgF4Aa/J97txKE8zGWAGLAb8MXUzmW2EhLYhJKw9tvAO2MLbYwvviC2iIyaTpX4f9Bgp2bKJrOlTcWzZVP6AyUSrU04j9oKLtcqDSBOghK4GXnvttUqPeTwef61bu3btqixn48aNGIZB586def311/nf//7H7t27iYyM5JRTTuHWW2+la1fN4yQtm9fjwFm8D2fxHpxFe3EW+37cpVn4UrDy3CZwmKE05NCr5fCrywQes+/VbQK3GTymw0lcZUwGWA0I8YLNCyFeJ6HevYSV7iWsCMI8EO6BUGyEtupOaKuehEb1IiyqN5aQxlubZRgGJZs2kDNzBiUbU446HnHSYGLHjsPeoWMQohOR2lBCV08+/fRT9u3bR0xMDEOHDq3y3LLEb/HixaxYsYJBgwbRrl07UlJSmDlzJnPnzmXKlCkMGTKk0jKmTp3KtGnTAootNTU18AcROcYMw8DtSMNRuIPSwp2+BK54L25H+ZpuA1+CVmSDEgsUWQ+9WqDECq4GmP7MMPmSQJcZiqs4z+Zx0sq9kai8jURlQYzTRExEMpGxJxIeOxBbeFKjaKo1DIOSlHVkz/wSx5bNRx0P69ufuLGXEtqtexCiE5G6UEJXD5YsWcKzzz4L+PrXhYWFVXl+WUJ34oknMmnSJBISEgBwOp08/fTTfPLJJ9x9993MmTOHyMiK/8rPyMjwlyPSVBiGgbs0g9KC7TgKt1NauJ3Swh143UWHz8GXuBXYodBa/sfdSOesdVogywJZ/sHpBqHuTcTlbCI+7VPaEEeb+BG0SjwdW1jbYx6fYRgUr1lF9swZlG7fdtTx0J7JxI69hPDj+hzz2ESkfiihq6MFCxZw991343Q6ufzyyxk3bly11zz55JPceuutJCQklEvYbDYbDz30ECtXrmTjxo3MnDmTyy+/vMIyEhIS6NMnsC/f1NRUHH+YQ0rkWHA783AUbKW0YCuOgrLkrdB/3AMUhEBeOOSHQP6hxM1Ty8TNhJlwSzSR1hgirDFEWKIJt8YQZmmFzRxGiCkMmzkMu9n3GmIOw2oKwWQyY8IEmPDiweN14TFcuA0npd5iHJ4CHN4iHJ58Ct3Z5LsyyHdnkO/KwOEtqDAWhxX2WWFfOEAWrYu/ot3Gr+hi7UbbNn8iMn4oZmvVf/zVleF2U7h0CTn/+xbnnl1HHQ/rfTwxF1xMWO/jG0UNoojUnhK6Ovjoo4946qmn8Hg8XHXVVTz00EMBXWez2SrtI2exWBg5ciQbN25k3bp1lZYxfvx4xo8fH9D9xo4dq9o8aXCG4cFZtBtH/lZK8rfgKNhSrtnUZfIlbXkRvsQtP8SXvB018qAa4ZZoWockHvpp43u1JhIV0oYwSxRmUz1U49WgiGJPPpmlu3w/zl2kOVLJce0/6rw8m+9nE9uJyX6T9vvfoXfrUSQmXYTVHlv3mI/gLSkh7+f55P34Pe7srKOOh/XtT+xfxhLWq3e93ldEgkcJXS243W4ef/xxPv/8c0wmE3/729+YMGFCvZVfNqiipKSk3soUqW8eVz6O/K04CrYcek3F8Jb6jgF5IZAbceg1xNfPrSYirXHE2pKIDelArC2JOFsSsbYO2C0R9f8wdRBuiaJTeD86hffz7yty57C3ZAN7S1LYU7SGfE/5pCrHBjk2N5s9c0jaNJe+4UNJSrq0zs2x7pxscufMJn/BXLwlR/f6Cx8wkNi/jCW0e8863UdEGh8ldDXkcDi47bbbWLRoEaGhoTzzzDOMGTMm4OudTidPPPEEWVlZPP7448TFxR11zoEDB4DqR8uKHCuG4cVZvBdH/hbfT8EWXCUHfcfw1bTl2n2JW54NCqzVjyAtYzXZiLd1JiG0Kwm2LsTbOxJj64DdXPXk3I1ZhDWG5FbDSW41HMMwyHLuZkvBEjYXLKTAk+0/z22GnREGO40ltN22hOND+tKr8w3YwgL/7BuGgWPbFvLmzKZwxVLweMqfYLHQauhwos85H3uSRq2KNFdK6GrA4/H4k7nY2FjefPNN+vfvX6MybDYbixYtYt++fZx++ulccskl5Y47nU6+//57AEaMGFFvsYvUhMddjKNg6xEJ3DYMj6/GuMTsS9pyWx1K4EIC7/NmN0eQYO9Cgr0LbexdSbB3JTqkXf00kzZSJpOJeHtn4u2dGRZ3Keml29mUv5CN+Qtw4jx0EhwMg4OsZ+32vzI4bCTdOl+D2RJaablep5PC3xeTN/eHoycDBsxhYUSNGk30n87BGlO/Tboi0vgooauBN954g0WLFhEeHs6HH35Iz55VN1uUlJSwf7+vL0337oenAbj88st57rnneOGFF+jfvz+9e/v6sTgcDh5++GF27drF4MGDA1oTVqSuDMPAVXLgcNNp/hacxXsBA7fpUJNpKOTafAlcaYDz54aY7LSxd6NtaA8SQ3vQxt6VVtaEFt353mQykRjancTQ7gyLv4wNefNZlf01BUa+/5xMu8H3ngV02riYYfFX0CbxT+X+m7nSD5L38wLyF87HW3D0gAxrbByt/3QOrUeegTms6dZyikjNKKELUF5eHu+88w4Abdq04c0336z03AsuuIDTTjuNtWvXcvXVVwOwefPhOZ+uvfZaVq1axdy5c7n44osZOHAgMTExrFy5kszMTLp168aLL77YsA8kLZbXU0ppQSolBYdq3/K34nUXYOBrKs0NgdzWvtdABy2YMBNn63goeetOW3tPYmwdmnXNW13ZzKGcEHMu/aPHsKNoOcszPiPN4+tugQl2h5ayL/9demfPYkj722FLDnk/z6MkpeLBUmG9j6f16DFEDDwJk6VprlohIrWnhC5AS5cupbjY18l4586d7Ny5s9Jz+/bty2mnnVbpcavVyuTJk5k+fTrTp08nJSUFj8dDx44dueyyy7j++usJD9df1lJ3vnnfMo8YvLCF0sKdgBeH+VCtW1jNm05bWeN9yZvdl8C1sXclxFx586BUzmwy0z1yMN0iBrG98DcWpr1DAb6pXTxmSLFlsOPgowxYBzF/GKxustlodcpptD7zbOwdOwUhehFpLJTQBehPf/pTuVq2QAwZMqTSa0wmE+PGjQto3jqRQHm9TpyFu3AUbPFNHZK/BY8z53DTaQjkRvv6wDkCrMSxmcNItPfwN522tXcn3BrdkI/RIplMJrq3GkZH03Es3zCFNVGrcR36hi62wm8joHtP6DEV7NEdaH36GbQafjqWSiYfF5GWRQmdSBNleN2UFu+htCDVt+JCwXZKi/dgGB7fqNOQQ7VvUb6m1ECbTuPtnWhrP5S8hfYkJqQdJjWdNijD5aJ4/VoKlvxC0coVtHG7GBkK28bAjj7AoXVnt7WHzNvNjI4/h+g2o4Mdtog0IkroRJoAw/DgLN57eMmsgu2UFu3CMNw4zIdq32yQF+P7PdAlslpZ4w/Vuvlq4BLsXQkx26u/UOrMcLspTllH4dIlFK1cftS8cSEOOO5rSNrfhhVnZFFs9U1Hkmvz8lXu25yU/xuDut6HxaL3S0SU0Ik0Oh5XAaVFu3EW7Tr0uhtn8R68XhfFlkOrLYRA/qHkLdBF6UNMYSSGHhp1au9J29AeRKjp9Jgy3G6KN6YcSuKW4S0qqvA8S1RrIocNJ2r46dg7deZ4TzHz9jzFNvdWwNe3binrObDldv7c7Wls9qPnsxSRlkUJnUiQGF4XzpIDOIv2UFq0C2fRbkqLduNxZuMFig4tj5Vnhfxo3++B1ryZMBFn63REv7ceGnUaJIbHQ8mmDRQuXULhimV4Cyte+9VksxMxYCCtTjmN8H4DMFkPfz3bLeGc2+XfbMz8jp+yP8Fl9gKwJ6SA6dvv4fxO/6JVRLdj8jwi0jgpoRNpYB5XPs7i/ThL9uMq3nfodT8uRzoGBg6zb4H6AisUhENBlC+Z89ZgurZW1vhDc775at406jS4PIWFFK9fQ9HqlRSvW11pTZwpJITwAQOJHDyMiAEDMdurfs+Oi/8zHaJO4rtd/yLDlAtAZoiTL/Y8zPmJ95AQM6i+H0VEmoh6SegMw2jRk4VKy2YYBh5XHi5HGm5HOq6SdFyONFyONJzF+/1zvDnMvkSt0AoFNiiM8CVxgda6lYkOaedfZaGNvQvx9i6EWVo1yLNJYAzDwLl/L8VrVlG0eiWOrZvBMCo812QNIbz/CUQOHkrEgBMxh4XV6F5RtraM6/4qs3c+wnbvTgAKrV5mpL/A2aVX0KXt+XV9HBFpggJK6Pbs2UNeXh59+/b179uwYQOTJ09m2bJlFBYWEh0dzYgRI7jjjjtISkpqsIBFjjXD68btzMXtzMZTmo3bmYXLkYHLke5L4BzpGF7fEk4uky9pK7JCoQWKIg9v16TGDXwjTmNtHfyJW4K9K/H2zk16jdPmxFtSQsmWTRSvXU3RmpW4MzMqP9liIbzvAFoNGUbEwJPqvIKD1RzCn7s+xcI9L7LGuQzwreDxXf4nnO5Mo2+nG+tUvog0PQEldE888QRhYWG8/PLLACxfvpzrr78er9fLwIEDSUhI4MCBA8ycOZOFCxfy+eef06mTJrmUxs3wuvC48nG78vE4c/EcenWXZuN2ZvtfPc5cfEvQg9sEJRbfT/Gh15KoQ9vWwAco/FErazxxto6+H7vvNSakPVazrd6eV+rG63TiSN1KyYb1lGxMwbEjFTyeSs+3RLUmfMBAIgacSHiffjWuiauOyWTi9E5/I+rgJywqmIVh8g2WWFA6l5Lt2Qzqdn+93k9EGreAErqUlBSuv/56//YzzzxDXFwc77//Pp07d/bv37BhA9dddx0vvviiP/kTOVYMw4vXXeRLzFz5eJx5/t/drrwjtn2vXvfhfk0Gvto1hwVKzYdeLeAIhdIIX3NpiQWcdVxRKcISQ4ytPbG2JOJsHYm3dSTW1hG7RbVujY3hcuHYuZ2SjRso2bgex9YtGG5XldfYu3TzJ3H2Ll0xmRt+EMrAtlfQypbID1nv4DEZGCZY4lmJbedkBnS5vcHvLyKNQ0AJXV5eHtHR0QA4nU7Wr1/Pv/71r3LJHMDxxx/PlVdeyccff1zvgUrLYxgGXk/xoeTscCJ21I//WAHgG/1XlqA5zUf/uKzgtJXfV2qpeZNoZUJMocTY2hMd0vbQaztiQtoTbWuLzVy/tTRSf9x5uTi2bcGxbSuObVso3bG92gTOHB5B2HHHE9F/IOEDBmKNjjlG0ZbXI3Y0kbY2fLP/aUrNXjDBL65F2PZEcFzH64ISk4gcWwEldGVNqkdq3bp1hefGxMTgcDjqHpk0a4bhxV2aVa4fmrs0A7czv1wtmmF48Jh8TZnOQwma69BP2e/OEHDZyx9zmQhoZYTaMGMh0hpH65A2tApJIMqaQJT/tQ0RlhgNEmrkvKWlOPfsxrFzO6WpWynZtgV3Rnq115lsdsKSexN2XF/Cju+DvVOXY1ILF4i2kf25sP1DzNj/BC6zgdcE80t+wLY/ku7ttcSgSHMXUEI3cuRIZsyYwfXXX09YWBgnnXQS33zzDWPGjCl3ntvt5ttvv6V79+4NEqw0PYZh4Hak++dZKynaQU7xDordOTjNRrnEzP+7HZxhh/fVV81ZICymECIsMURaY4iwxhBhiSHCGkuENZpW1niirAlEWGM1n1sT4i0poXTPLkp3bqd0105Kd+3AuW9vpaNQj2SyhmDv3oPw4/sSdnxfQrt2Lzc/XGOTGNmH8xLvYWb6i3gO9an7sfBLzksLp2Pin4Mdnog0oIC+mW6//XbmzJnDFVdcwV133cXdd9/NnXfeyVVXXcUFF1xAQkICBw8e5PPPP2fjxo0899xzDR23NFKGYVBauIuCPYtJy1tJhvUg+TY3xRbfSM+SEDCij108JsNEqDeMUFMEYZZWhFlbE2aPITwkhjBLK0ItrQiztDqUuMVgN0eodq2J8jqduA7sx7lvD6V79+Dctxfnvj1Vjz79A0tMLGE9ehHaoxehPXv5auAacQJXkY6tBzPGezPfZ76Jcah2+/vcj7jAEknb+NODHZ6INJCAvqliY2P55JNPuPfee7n55psxmUwYhkF2djbLly8HfP+Qh4WF8eCDD3Leeec1aNDSuBiGQf6OReza9y37QveQGeElLwS8CfV7H6sDQkp8P7bKXovLb1tLDUwUA8XA4X/YTaGhWFpFYWnVCkurKNytoiiMbEVJVFS5/WU/ptBQJXqNgOF248pMx5WWhivtwKHXg7jSD+LKSA+o1q2MyWbH3rkL9i5dfQlcj16ExMU3YPTHTveYUZzpKWRuzidg8vUR/TbzDS6yhBOnyYdFmqWA//Ts1KkT06ZN47fffmPRokXs3LmToqIi7HY7iYmJ9OvXjzPPPJOYmOB0CpZjz+tysnnx02wN38j+KANnuwAvNMBeDDaHGVupBZvTgs1lxe4KweYKweY0Y3OYCHGYsDnMhBSDrdiAUidehwPD4ai2s3q1ITgcuB2OgPpNga/pzexP8o5M9lphiTy831y2HdkKk6WOQ2JbIK/TiTsnG3d2VvmfjAycaQdwZ2WC11vjck2hYYeTt87dsHfpSkjbdo2m/1tDOD7+fEo9hfxS8A3gm1Zn1sGXuNT+NGHhmlZKpLmpcVvC0KFDGTp0aEPEIk3M77//nWXt91c6+MDkhagSO/GlbYgN6UhMZBdiIjoRE9WFkIjWdarxMtxuvKUOX4JXWoq3pBhPQQGegvwjXvP/sF2A4Sip5f1ceHKy8eRkB3yNOSKifLIX2cqXAIZHYg4PxxwegTk8HMuh17Jts615zT3ndToPvxf5f3gt+z03B3d2Fp6C/LrdzGrF1q4DtqSO2Dt0xNYhCVtSR6xx8c06eavMwMTLcHgKWVY8D4D8EC8/7nyM85Nfx2yxBzk6EalP9dY5ZPr06Rx33HH06tWLkJCQ+ipWGrG0sLxyyZzJgLiSCDqHDKBr+1G0aZXcYBPjmqxWLNZILBGRNbrO63TiLawo8asoCSzAW1RYo2a8cvcqKsJbVIQr7WCNrjNZQ45I8MIw20Mx2UMx22yY7PZD2/ZD26GY7XbMdjsmawhYLJisVl/t4BG/myxWsFowmQ/VGh75TIaBgeGb66Vsv9eL4XZhuFyHXt3+372uQ/tdLoxSB56SYoySErxlP45i/++e4iKM+h71bjJhjU8gpE0itsR2hCQmEtKmLSFt2xHSJlE1o38wrP1NFO7OYKNzLQC7bEUs3fYEQ3o9rm4EIs1IvSV0Dz/8MCaTiaeeeooLL7ywvoqVRmxI19sp3P8KFsNCctRI+iSNxW6JCHZYVTLbbJhj47DGxgV0vuHx4Ckq9NcklU8GC/AUHpH8FebjyS+oe3Ow24UnPw9Pfl6dymmyTCYsraOxHnqfrHFxhMTGE5LY1vcTn4BJfzTWyBkd7yc99XayyAVghWkrbfd+RpeOlwc3MBGpNw02fCszMxO32018fDzWJjZKTALTLnYgV8a+H+wwGpTJYsEa1RprVGvoUP35hmFglJYeTvr+mPAVFOAtLsZTXIS3uBjvoVdPcVGVy0g1B+awcCxRZX0QW/uaoqMO/d46GmvcoQSudXSTG1na2FlMVs7r9C8+3fVXXCYvHjPML5rJ/+X2ISp6QLDDE5F6UO/fmlOnTuWZZ54hNzcXALPZTHJyMqeffjrjxo2jffv29X1LkUbDZDJhCg3FHBpKSEKbgK8zDAPD6SyX4HlLin1JX2kpRqnj0Gup79VZenjb6TtuuNwYHg+Gxw0ez6HfPRhuN3jc/u1DgWIqay83+bbB5G9CN5nNmKwhmEIO/VitFW6bw8IO/4SGH7Ed7n+1REX5BomoVi2oWtva8qc2t/J9xmQACq0wZ+/z/CX0ZUJCA6uxFpHGq94TujVr1mAc0T/H4/GwYcMGNm7cyH//+1+uuuoq7rnnHmzNrOO3SF2YTKZD/ePsEBMb7HCkmerR+lROKFrD6uJfANgX6uK3bY9x6vEvYjKrVlSkKav3T7BhGJx77rmMGjWK6OhosrKyWLZsGfPnzycnJ4f333+fdevW8eabbxIR0bj7W4mINDentpvIgR1bSfP6BuussafTZvtkknvcHdzARKRO6j2h+8c//sHVV19dbt+FF16I1+vls88+4/nnn2fFihU8+OCDTJo0qb5vLyIiVTCbLPy54z/5ZOddlJpceE3wi/s34tLmEZ94ZrDDE5FaqteJmSwWC+PHj6/4RmYzV1xxBdOnTyc6Opo5c+awZMmS+ry9iIgEIDIklnPa/803VQ2+SYcXZryH25kb1LhEpPbqLaELDQ0lIiKi2r5x3bt354EHHsAwDKZPn15ftxcRkRroFHECg1qf69/eG+omJfWlcn2gRaTpqLeELjY2loKCArKzq59J/9xzz8VqtbJy5cr6ur2IiNTQkIQriDUfHuG63LSZvIxFQYxIRGqr3hK6fv36YRgGn376abXn2mw2wsPDycrKqq/bi4hIDZlNFka3u8ff9Fpkhd8O/BePs45LsInIMVdvCd1FF12EYRhMmTKFGTNmVHnugQMHyM/PJywsrL5uLyIitdA2rAf9Ikf4t7eFO9m+/Y0gRiQitVFvCd3IkSMZNWoUbrebhx56iDvvvJNVq1YddV5hYSEPPfQQAMnJyfV1exERqaVTEq8lnHAAvCZY6llFQcbSIEclIjVRr9OWvPzyy/z1r39l3rx5zJkzhzlz5hAfH0///v2JiYkhNzeX33//ncLCQkwmE5deeml93v6Y2LFjB6+99horVqwgKyuLtm3bcs455zBhwoQaz6uXlpbG66+/zuLFizl48CDx8fGcccYZ3HbbbcTGanJZETk27OZwRibezPdpLwGQZYdVe6cwPPp4LCGRQY5ORAJRr9OW2O12XnvtNZ5++mk6deqEYRhkZGQwb948vvzyS+bNm0dBQQGGYXDFFVfw5z//uT5v3+DWrl3L2LFjmTVrFgkJCYwcOZLi4mKmTJnC+PHjKSgoCLis3bt3c/HFFzN16lRCQ0MZNWoUFouFjz/+mAsvvJADBw404JOIiJTXPXIwXUL7+LdTIorZt/2dIEYkIjXRIGu9XHjhhVx44YWsWrWKJUuWsGXLFtLS0rBarXTt2pW//OUvnHzyyQ1x6wbjcrm4++67KS4u5umnn+aiiy4CwOFwcM899zB//nxeeOEF/vWvfwVU3gMPPEBGRgZ33HEHt99+O+BbJu3xxx9n6tSp/POf/+S///1vQz2OiEg5JpOJUYm38NGuu3HjxmWG5cVLiMs+jYjYE4MdnohUo0EX7xs4cCADBw5syFscM9999x379u1j+PDh/mQOfPPv/ec//+GMM85g+vTp/PWvfyUqKqrKspYtW8bKlSvp1q0bt956q3+/xWLh4YcfZuHChSxcuJBt27bRo0ePBnsmEZEjtQqJZ2jceBZlfQzA3nDYsOMNTox6BYs1PMjRiUhVat3kumTJErxeb33G0qgtWLAAgLPOOuuoYzExMQwZMgSXy8WiRdXP4VRW1ujRozGby78FISEhnHmmb/md+fPn1zVsEZEaOSH6HOKtHfzbayMKyNg5NYgRiUggap3QXXfddQwbNoz777+f2bNnU1xcXJ9xNTpbtmwBKh+Z27NnTwA2b95c57LKauUCKUtEpD6ZTRbObHsrpkPbRVZYUzAHV8nBoMYlIlWrdZNrcnIymzdvZubMmcyaNYuQkBCGDRvGGWecwRlnnEFCQkJ9xhl0aWlpACQmJlZ4vOx509PT662sjIyMSsuYOnUq06ZNq/ZeAKmpqQGdJyICkBjanX5Rf2Jt/hwAtkcYHLfzYzodd2+QIxORytQ6ofvmm2/Yv38/8+bNY+7cuaxYsYKff/6ZhQsX8thjj9G3b19Gjx7NmWeeSffu3esz5qAoKSkBfH3mKlK2P5CayvooKyMjg5SUlGrvJSJSG0PiLmFj/k+4cOEyw/qi5bTJ30poVM9ghyYiFajToIj27dtz1VVXcdVVV5Gfn89PP/3E3LlzWbRoEWvXrmXdunW89NJLdOrUiTPPPJMzzjiDk046CZPJVH3hjYzFYgmoz2AgC1tbLJaA7lnV/RISEujTp0+lx4+UmpqKw+EI6FwREYAwSytOiDmfZTm+lX92RsC+HR/Qrf+/m+R3uEhzV2+jXKOiovjLX/7CX/7yF5xOJ7/99htz585lwYIF7Nq1i3fffZf33nuPmJgYRo0axRlnnMGpp56K3W6vrxAaVEREBLm5uZSWllZ4vCxhCg+vfiRY2QTE1ZVV1UTF48ePZ/z48dXeC2Ds2LGqzRORGjsx+jzW5n5PqeHAbYaNxjYSs5YTGT8o2KGJyB80yLQlNpuNESNGMGKEb33AtWvXMnfuXObNm0dqaipffvklM2bMIDQ0lFNOOYUzzzyTM888k9atWzdEOPWiTZs25ObmkpGRQbt27Y46XtZ3rk2bNgGVlZKSUml/u5qUJSLSUOyWcE6KvYjFWZ8Bh2rpdn1Er9iBmMwNOuuViNRQva4UUZn+/fvz17/+le+++44ffviB+++/n4EDB1JaWsq8efN46KGH+Oijj45FKLVWNiJ169atFR7ftm1bufMCKavsmrqUJSLSkAa0Ppsws2/5L68JNlvTyT+oKZVEGptjktAdqXPnzlx//fV8+umnLFq0iCeeeIJRo0YRFhZ2rEOpkZEjRwLw448/HnUsJyeH33//HbvdzrBhwwIua86cOUf1uXO5XMybN6/ceSIiwRJiDuXk2LH+7d3hsG/vNLzu5j1VlUhTc8wTuiPFxsbyf//3f7z++uvccMMNwQylWqNHj6ZDhw789NNPTJ16eJJNh8PBQw89RHFxMZdccgmxsbH+Yy6Xi9TUVFJTU3G5XP79AwcOpH///mzZsoWXX37Zn9R5PB6efPJJDhw4wKhRo+jVq9exe0ARkUr0ixpNhCUaOFRLZy8kZ++s4AYlIuU0eCcIj8fDr7/+Sn5+PoMGDfLPvbZkyRJmzJhBfn4+AwYM4OqrryYyMrKhw6m10NBQnnnmGW688UYeffRRpk2bRlJSEqtWrSI9PZ2+fftyzz33lLsmLS2Nc889F4B58+aRlJTkP/b0009zxRVXMGXKFH788Ud69uzJxo0b2b17N0lJSTz++OPH9PlERCpjNdsYHPt/LMh4G/AtCbbv4CxatxuN1R4X5OhEBBo4oSsqKuKaa64hJSUFwzAIDQ3ljTfeID8/n7vuugu73Y7b7ebnn3/mu+++Y9q0aVWO7Ay2QYMG8cUXXzB58mSWLl3Ktm3bSEpK4pJLLuG6666rUezdu3fnyy+/ZPLkyfzyyy8sWLCAdu3acfXVVzNx4kTi4vQlKSKNx/FRI1mR8w357gwME2wNd5O4axqJvW4JdmgiQgMndO+//z6bNm3i3nvvpUOHDrz00kv8+9//Jjw8nJdffpmzzjoLt9vN1KlTeeqpp3jvvfe4/fbbGzKkOuvVqxeTJk0K6NykpKQql+/q0KEDTz31VH2FJiLSYCwmK0Ni/4856W8AsC8M9mf+THThudgjOwc5OhFp0D50s2fPZuzYsdxwww2MGTOGBx98kO3btzNo0CDGjBmD2WzGZrNx9dVXM2rUKObOnduQ4YiISB0ktzqV6JBD0zaZYGskZO2cWvVFInJMNGhCt3fvXvr27evf7t27NwAnnnjiUecOHjyYXbt2NWQ4IiJSB2aThaGx4/zbB8PgYMEqSov03S0SbA2a0JnNZjwej3+7bFWIigY/hIeHlztXREQan56RQ4mzdfJvb2kFuRrxKhJ0DZrQtWnThoMHD/q3IyIieOSRR+jWrdtR5+7bt6/clB8iItL4mExmhsVd4t9Ot8PBrF9xOTKCGJWINGhC16dPH1atWuXfttlsXHHFFf6pS460ePFijjvuuIYMR0RE6kHX8JOICWnv2zDBrnCD3H3fBzcokRauQUe5/u1vfyMzM7Pa87KysujRowdnnXVWQ4YjIiL1wGQy0b/12fyc+R7gm5cuO20esZ0uxhLSeOcTFWnOGrSGrl27dvTr16/a8+Li4njqqacYNWpUQ4YjIiL15LioEdhMviUb3WbYa3eSd+DopRFF5NgI6tJfIiLSNNnMYRwfNdK/vTMCcvf/D6/HGbygRFqwOjW5FhQUMH36dHbu3ElcXBxnn302ycnJ9RWbiIg0Yv1bn83qvNmAQZEV0kwFxKX/TOt2fwp2aCItTq0TupycHMaNG8e+ffv8+6ZMmcL999/PtddeC0B2djbTpk0jNTUV8C13de6559KpU6eKihQRkSYk2taWLuED2Vm8EvDV0rXf+y1Rbc/EZFIDkMixVOuE7r333mPv3r3+bYvFgsfj4bnnnuO4444jPj6eyy+/nPz8/HLXTZ48mTvvvJMJEybUPmoREWkUToge40/oMuyQm59GXOZSIhOGBjkykZal1n9CLVy4EJPJxJgxY1i6dClr1qzhqaeewmKx8NFHH/HEE0+Ql5eHYRi0bt2auLg4DMPA7Xbz0ksv8f7779fjY4iISDB0DOtHTEgH34YJdoVDzt5ZGIYR3MBEWphaJ3R79uwB4O9//ztRUVFYrVYuuugirr/+en755Rd+//13evTowbfffstvv/3GokWLWLBgAeeddx6GYfDyyy+TlpZWbw8iIiLHnslkYkD02f7tveFQVJRKSd6GIEYl0vLUOqErLi4mNDSUtm3bltt/6aWXUlpaimEY3HffffTo0cN/rF27djz//POceeaZlJaW8tVXX9U+chERaRR6txqBzXzEFCZhkLt3ZpCjEmlZap3QGYZBRETEUfvbtWuHzWYDoH///hVee/PNN2MYBosXL67t7UVEpJGwmUM5vtXheUR3RUBRzhpKi3YFMSqRlqVBhiFFRUUBEBMTU+Hxfv36ERISwvbt2xvi9iIicoz1jz4LMAFQZIVMG+TunRXcoERakKCMKzeZTLRq1Yq8vLxg3F5EROpZdEhbuoaf6N/eGQEF6YtxOTKCGJVIy1GnhM7lcrFz587a3dhsxu121+X2IiLSiAyIHuP/PSMUiixe8vb/EMSIRFqOOq0UkZ+fzznnnEOrVq3o06cP/fr1o1+/frhcrvqKT0REmoiOYX2JCelAjss34fyuCIhKX0hcl/GYzHX650ZEqlHrT1i7du04cOAA4EvslixZwm+//VbunOuvv57k5GR69+5N79696d69O1arPtQiIs2RyWTihOgxLMh4B/CNdu1VkE9R9koi4wcHOTqR5q3W2dWCBQvIyclhw4YNpKSk+H+OXD1i8eLFLFmy5PDNrFa6detG7969KSoqqlvkIiLS6CS3Oo1fsz7D6S32T2ESdXCBEjqRBlan6rKYmBiGDx/O8OHD/fvy8/NJSUlhw4YNbNiwgfXr17N7924Mw8DlcrF582a2bNmCYRiYTKY6P4CIiDQevilMRrI673sA9oVBl6zVuEuzsdpjgxydSPNV7+2fUVFRDBs2jGHDhvn3FRYWsnHjRn8t3oYNG9ixY4eWhhERaYb6RI3yJ3R5Nii0GOSn/Uxsp4uCHJlI83VMOrRFRkYyaNAgBg0a5N9XUlLCxo0bj8XtRUTkGIqzdyTe1plMp29i4f1hEJP2EzEdL8BkCspsWSLNXtA+WWFhYZx44onVnygiIk1OcqtT/b/vDwOnI42SPP0RL9JQ9KeSiIjUu16tTqFs5YhiK+SGQEHaguAGJdKMKaETEZF618oaR1LY8f7tfWFQmPk7HrdmOBBpCEroRESkQRzZ7HogDDxeF4XpvwYxIpHmSwmdiIg0iB4RQ7CYQgBwmSHDDvlpPwU3KJFmSss21MCWLVt4++23Wbp0KZmZmYSGhnLcccdx2WWXce6559aorFGjRrF///5Kj7/yyiuMGTOm0uMiIo2d3RJO14iT2FboW0Vofxgk5m6ntHAX9sjOQY5OpHlRQheg+fPnc+edd+JyuejSpQunn346mZmZLF++nKVLl/Lbb7/x+OOPB1RWdnY2+/fvJzo6mtNOO63Cc9q3b1+f4YuIBEVy5Kn+hC4tFFwmyE9bQELktcENTKSZUUIXgIKCAh588EFcLhcPPvgg11xzjX+VizVr1nDDDTfw+eefM3z4cM4+++xqy0tJSQFg+PDhPP/88w0au4hIMHWJOIFQcyQObyFeky+ps6f/QlzXyzGbbcEOT6TZUB+6AMyZM4fc3FyGDBnCtddeW27JsgEDBjBx4kQAZs6cGVB5GzZsAKBv3771H6yISCNiMVnpGTnUv70vDLzuIoqylgcxKpHmRwldAFwuF3369OH000+v8Hi3bt0ASE9PD6i8sho6JXQi0hIcOdo1ywYOM+Qf1Jx0IvVJTa4BuPTSS7n00ksrPb5mzRoA2rVrF1B5KSkpmEwmDh48yLXXXsumTZsoLS0lOTmZq6++usYDLEREGrN2ob2IsiaQ784Ak29wRGjuelyODEJCE4IdnkizoISujtLS0vjoo48AAhqVmpuby969ewG47777OO644xg0aBC7du1i1apVrFq1ihUrVvDII49UWc7UqVOZNm1aQDGmpqYGdJ6ISEMwmcwktzqVZTlfAb6ErluRQX7aT8R1Hhfk6ESahxaZ0F111VUsXbo0oHOXLVtGVFRUhccKCgq49dZbKSoq4uSTT+acc86ptryNG31rGYaHh/Pyyy+Xa8b9+eefueeee/j4448ZOHAg5513XqXlZGRk+JtuRUQauyMTuvwQKLCCNe1nYjtdjMmk3j8iddUiE7qYmBgSExMDOtdsrviLJisri5tuuomUlBQ6duzIyy+/XG6wRGWGDh3KwoULcTqddOzYsdyx008/nTvuuIOnn36aDz74oMqELiEhgT59+gT0DKmpqTgcjoDOFRFpCLG2DiTYu5JRugPw1dK1KsikJHcd4TEDghydSNPXIhO6SZMm1en6LVu2cMstt7B37166devGe++9R0JCYP1ATCZTlcnkmWeeydNPP01KSgper7fShHL8+PGMHz8+oHuOHTtWtXkiEnS9W516OKELhV4FkH/wJyV0IvVA9dw19PPPPzN+/Hj27t3LSSedxKeffkrbtm3rrfyysjweD06ns97KFREJtl6Rp2DC15JRYoWcECjKXonXUxrkyESaPiV0NfD5559zyy23UFRUxPnnn8/7779PTExMjcr44osv+Otf/1rpnHUHDx4EIDo6mtDQ0DrHLCLSWERYY0gKOzxd074wMLylFOesDWJUIs2DEroAff311zz66KN4PB5uu+02nn/+eWy2ms9ynpaWxnfffcenn35a6X2ASue8ExFpynq3Orzc4cEw8ABFWb8HLyCRZkIJXQC2b9/Oo48+imEY3HHHHdx5550BXbd7925SU1MpKCjw7xs7diyhoaGsWrWKt956C8Mw/Md++OEH3nrrLWw2GzfffHO9P4eISLB1jxyE1eT7Y9hlhgw7FGWtxPC6gxyZSNPWIgdF1NRrr72Gw+EgJCSEHTt2cO+991Z4XocOHbjnnnv829deey379u3jqaeeYuzYsQC0b9+eJ598kr///e+88MILfPnllyQnJ7N3715SUlIICQnh2WefpXv37sfk2UREjiWbOYxuESezpXAx4Bvt2ja3mOLc9UTEnhDc4ESaMCV0Afjpp58A3xJg3377baXn9e7du1xCV5nzzjuPrl278t///pdly5Yxb948YmJiOO+885gwYQLJycn1FbqISKPTq9Vwf0KXYS9rdl2qhE6kDpTQBWDFihW1um7+/PmVHuvTpw8vv/xyLSMSEWm6OoX1w2qy4zZK8Zgh2w4hmctI6HEDJpMl2OGJNEnqQyciIseU1WyjU3g//3aaHbzuAkryNgUxKpGmTQmdiIgcc10jTvT/nh4KBlCUGdiSjCJyNCV0IiJyzHUJP5zQOSy+tV0Ls5ZiGN4gRiXSdCmhExGRYy7CGk2i/fBo/vRQ8DhzcBRsC2JUIk2XEjoREQmKrhEn+X9Ps/teizI1ybBIbSihExGRoDgyocuzQakZCrOWlZtwXUQCo4RORESCIt7WiUhrnH873Q5uRzrOop3BC0qkiVJCJyIiQWEymegaXn60K0ChRruK1JgSOhERCZojpy/JtPlWjVBCJ1JzSuhERCRoksL6EGLyjYjwmCHLDq6SfTiL9wU5MpGmRQmdiIgEjdVso2N4f/92+qHRroUa7SpSI0roREQkqCpaNULNriI1o4RORESCqmv4QMAEHF41wlm0E1dJWnADE2lClNCJiEhQhf9h1Yi0stGuWaqlEwmUEjoREQm6bkdMMny4H50SOpFAKaETEZGgO7IfXZ4NHGYoLdiKuzQ7iFGJNB1K6EREJOjibJ1oZY33b2eU1dKp2VUkIEroREQk6EwmU7laurJ+dEVqdhUJiBI6ERFpFLqGH+5Hl2n3rRpRkrcRjzM/eEGJNBFK6EREpFHoEH48ISZf1ZzX5Fs1AgwKs5cHNS6RpkAJnYiINApWUwidjlg1Iu1QP7ri7NXBCUikCVFCJyIijcaR/egyDq0aUZKXgmF4gxeUSBOghE5ERBqNLn9YNSLfCl53EaWF24MbmEgjp4ROREQajXBra9rae/i30w+Ndi3OWRekiESaBiV0IiLSqJSbvqSsH13u2iBFI9I0KKETEZFGpesRy4DlH1o1wpG/Ba/HEcSoRBo3JXQiItKoxNk6lls1It0OGB5K8jYGLyiRRk4JnYiINCp/XDUiq6zZNUfNriKVUUInIiKNTlJYX//vWbZD05fkamCESGWswQ6gKRk1ahT79++v9Pgrr7zCmDFjAirL4XDw4YcfMmvWLPbs2UNYWBiDBg3illtu4bjjjquvkEVEmqQOYcfhm77EwGmBQiuYivfiLs3Gao8NdngijY4SugBlZ2ezf/9+oqOjOe200yo8p3379gGV5XA4uPHGG1m2bBlt2rRhxIgRHDhwgB9++IH58+fzxhtvVHoPEZGWIMzSinhbZzKdOwFfLV0rNxTnricqcURwgxNphJTQBSglJQWA4cOH8/zzz9eprDfeeINly5YxYsQIXn31VUJDfRMtffPNNzzwwAM88MAD/Pjjj0RGRtY5bhGRpiop7PhyCV2XYijJXauETqQC6kMXoA0bNgDQt2/fas6sWlFRER999BEWi4XHH3/cn8wBXHDBBZx77rlkZWXxzTff1Ok+IiJNXVJ4H//v2XZfP7rinPUYhhG8oEQaKSV0ASqroatrQrd8+XKKioro168f7dq1O+p4WR+8BQsW1Ok+IiJNXYfQ4zAdWgbMZYYCK3hcuTiL9wQ5MpHGRwldgFJSUjCZTBw8eJBrr72WoUOHMnDgQMaPH8/3338fcDmbN28GIDk5ucLjPXr0KHeeiEhLZbeEk2Dv6t/OsvleNX2JyNHUhy4Aubm57N27F4D77ruP4447jkGDBrFr1y5WrVrFqlWrWLFiBY888ki1ZaWnpwPQpk2bCo+X7c/MzKyynKlTpzJt2rSA4k9NTQ3oPBGRxiYprA/ppdsB33x0XYt905fEJJ0X5MhEGpcWmdBdddVVLF26NKBzly1bxsaNvtnJw8PDefnllzn99NP9x3/++WfuuecePv74YwYOHMh551X9JVNcXAxAWFhYhcftdt8Mml6vl5KSkkrPy8jI8DcDi4g0V0lhx7MydxYA2WXz0eVtxOt1YjbbghucSCPSIhO6mJgYEhMTAzrXbDYzdOhQFi5ciNPppGPHjuWOn3766dxxxx08/fTTfPDBB9UmdBaLJeA4vV5vpccSEhLo06dPpcePlJqaisOhNRBFpOlpH9YbE2YMvLjNkG+F1m4njvwthEfXrU+zSHPSIhO6SZMm1fiaqhLAM888k6effpqUlBS8Xi9mc+VdEyMiIgAqTbBKS0sBXyJZWe0cwPjx4xk/fnwgoTN27FjV5olIk2Qzh5Fo787B0q2Ar9m1tRuKc9YpoRM5ggZF1IO2bdsC4PF4cDqdVZ5blhhmZGRUeDwtLQ2AuLi4KhNDEZGWIin8eP/vZQMjtAyYSHnKGALwxRdf8Ne//pWZM2dWePzgwYMAREdHl5tXriJlo1u3bdtW4fGy/ZWNghURaWmSwg53L8mxgRcoLdyBx1UQvKBEGhkldAFIS0vju+++49NPP63w+Ndffw1QbrBEZU466SQiIyNZvXq1vzbuSLNnzwZ868aKiAi0C03GjK//sdsM+SEABsW564Mal0hjooQuAGPHjiU0NJRVq1bx1ltvlZul/IcffuCtt97CZrNx8803l7tu9+7dpKamUlBw+K9Iu93O+PHjcblcPPjggxQVFfmPzZw5k9mzZxMXF8f//d//NfyDiYg0ASFmO21De/i31ewqcrQWOSiiptq3b8+TTz7J3//+d1544QW+/PJLkpOT2bt3LykpKYSEhPDss8/SvXv3ctdde+217Nu3j6eeeoqxY8f6999+++38/vvv/Prrr/zpT3/i5JNP5uDBg6xZswa73c5LL71UbdOtiEhLkhTWh/0O34TrWXboXuSbYNgwDEwmU5CjEwk+1dAF6LzzzuPzzz/nnHPOobCwkHnz5pGens55553Hl19+yTnnnBNwWWFhYXz44YfceuuttGrVigULFnDw4EHOPvtspk2bxpAhQxrwSUREmp4OR/ajC/H1o3OXZuJyHAxeUCKNiGroaqBPnz68/PLLAZ8/f/78So+Fh4dz1113cdddd9VDZCIizVu70J5YTCF4DBceM+SGQKwLSnLWYQs7el1skZZGNXQiItLoWc022ob29G9n+xbVoVj96EQAJXQiItJEHDl9yeGBEesxDE+QIhJpPJTQiYhIk5AUdniC4RwbeACvpwRHQWrwghJpJJTQiYhIk5AY2gOryVc15zVBXlktXY6aXUWU0ImISJNgNYXQLvTwKjplza7FuWuDFJFI46GETkREmowjm13LEjpHwTa87uIgRSTSOCihExGRJuPIgRG5h/rRYXgoydsQtJhEGgMldCIi0mS0Ce1GiMk3Z4nX5BscAVCsfnTSwimhExGRJsNistI+rLd/O7tsYIRq6KSFU0InIiJNSrn56A5NMOws3otH/eikBVNCJyIiTUq5fnQh4DYBGJQWbAtaTCLBpoRORESalAR7F2zmMAAME+SE+PY78rcEMSqR4FJCJyIiTYrZZKF96HH+7bJmV0fB1iBFJBJ8SuhERKTJObLZtWxghCN/K4bhDVJEIsGlhE5ERJqcpPDDEwznHepH5/UU4yzeF8SoRIJHCZ2IiDQ5CbbO2M0RgK8f3eFaOvWjk5ZJCZ2IiDQ5JpOZDhUuA6Z+dNIyKaETEZEm6ch1XVVDJy2dEjoREWmS2oceXjEiP8S3rqurZD8eV0HwghIJEiV0IiLSJMXZO2Ix+SahM0y+pA7U7CotkxI6ERFpkiwmK23s3fzbuf4JhpXQScujhE5ERJqstqE9/L/nqh+dtGBK6EREpMlqG9rT/7u/hq5gG4bhCVJEIsGhhE5ERJqstvbDNXQlVig1g+EtxVm0O4hRiRx7SuhERKTJirTGEW6J9m+rH520VEroRESkyTKZTBU2u5aoH520MEroRESkSatwYESBEjppWZTQiYhIk5Z4RD+6vBAwALcjHbczN2gxiRxrSuhERKRJSwzthgkTAG4zFFp9+9WPTloSa7ADaApeffVVJk+eHNC58+bNIykpqdrzrrzySpYtW1bp8fvvv58bbrgh4BhFRFoqmzmMWFtHspy+ka25IdDK7Wt2jYwfFOToRI4NJXQBSE5O5vzzz6/0+OrVq9mzZw8dOnQgJiam2vIMw2DDhg3YbDbOPvvsCs/p0aNHhftFRORobUN7lEvoOpZogmFpWZTQBeCss87irLPOqvDY5s2bueSSSwgPD+fNN98kIiKi2vJ27NhBUVERJ5xwAs8//3x9hysi0uK0De1BSv584PDAiNLC7RheNyaz/qmT5k996OrA4XBw55134nA4ePjhh+nZs2f1FwEbNmwAoG/fvg0ZnohIi9HWfvj7t8AKbhMYXhelRTuDF5TIMaSErg6mTJnCzp07GTFiBBdffHHA16WkpABK6ERE6kuMrQMhplDfhgny/RMMq9lVWgYldLW0Z88e3nnnHWw2G4888kiNri1L6IqLi5k4cSKnnnoqAwYMYOzYsXz66ad4vd6GCFlEpNkym8wkhnb3b+cqoZMWRgldLU2ePBmn08m4cePo1KlTwNeVDYgAePzxx9mxYwcDBw6ke/fubNq0iccee4w77rgDj0cLS4uI1MSREwznlCV0BZq6RFqGFtlT9KqrrmLp0qUBnbts2TKioqLK7Tt48CDfffcdNpuNm2++uUb33rNnDwUFBVgsFp544gnGjh3rP7ZmzRpuv/125s6dy9tvv11l2VOnTmXatGkB3TM1NbVGMYqINEWJR/Sjyzs0MMJdmoW7NAurPS5IUYkcGy0yoYuJiSExMTGgc83moysxP/roI1wuF+PHjw+4nDKdOnViyZIl5Ofn06VLl3LHBgwYwCOPPMIdd9zBhx9+yIQJEzCZTBWWk5GR4W+6FRGR8jV0DguUmCHM65tgODJBCZ00by0yoZs0aVKdrv/+++8BajQQ4kixsbHExsZWeGzkyJFYLBYyMzM5cOAA7du3r/C8hIQE+vTpE9D9UlNTcTgctYpVRKSpiLBG08oaT4E7E/BNXxLmgJL8zUQmDA1ydCINq0UmdHWxZs0a9u/fT9euXenfv3+9l2+z2YiNjSUjI4OSkpJKzxs/fjzjx48PqMyxY8eqNk9EWoS2oT0oKPQldHkh0M6hfnTSMmhQRA399NNPAJxzzjm1un7u3Lnce++9vP/++xUeLy0tJTc3F7PZXOPmXBGRlu7IfnRlI11LC3fg9TqDFJHIsaGErobWrFkDwEknnVSr6wsKCpg1axYffvghLpfrqOPffvstLpeLE088kcjIyDrFKiLS0rQ7oh9dng28AIaH0oIdQYtJ5FhQQldD69evB6Bfv37Vnrt//35SU1PJzs727/vTn/5EfHw8+/bt46mnniqX1C1fvpynnnoKk8nE7bffXv/Bi4g0cwn2rpixAOAxQeGhjkWOAs1HJ82bEroayM/PJy8vD5vNRuvWras9/4EHHuDcc8/lk08+8e+LjIzkxRdfJDw8nE8++YSzzjqL2267jcsuu4wrr7ySwsJC/v73vzNs2LCGfBQRkWbJarYRb+/s3y5b11UTDEtzp4SuBspq2v44L11NDRkyhK+//pqLL74Yr9fLzz//zI4dOxg1ahQff/wx1157bT1EKyLSMiUe0ex65IoRhmEEKSKRhqdRrjXQpUsXNm/eHPD5H330UaXHOnfuzH/+85/6CEtERI7Q1t6DdfwIHE7oPK483KUZhIS2CWJkIg1HNXQiItKsHDnBcKEVXIfmZ1ezqzRnSuhERKRZiQ5ph90c4dsw+eajAyV00rwpoRMRkWbFZDKVq6XTwAhpCZTQiYhIs5NoP3pgRGnRbrweLYMozZMSOhERaXb+WEPnG9/qxVGQGqyQRBqUEjoREWl2jpy6xGmGEt9cw2p2lWZLCZ2IiDQ7YZZWRIe09W8fXtdVNXTSPCmhExGRZimxgoERpYW7ghSNSMNSQiciIs1S2woGRrhLM/C4i4IUkUjDUUInIiLNUtvQnv7f80PAc+h3Z9Hu4AQk0oCU0ImISLMUb++MxeSrmvOaoMDfj25n8IISaSBK6EREpFmymKwk2Lv4tw/PR6d+dNL8KKETEZFmq639cLNr2cAIpxI6aYaU0ImISLNVboJhfw3dHgyvO0gRiTQMJXQiItJsHZnQFVvBaQIMN86S/cELSqQBKKETEZFmq5U1gXBLa//24fnodgYnIJEGooRORESaLZPJVH6C4UPNrupHJ82NEjoREWnWjpxgOE8jXaWZUkInIiLN2pFTlxyei24XhmEEJyCRBqCETkREmrV4e2f/7w6Lb2CE112Ax5kTxKhE6pcSOhERadYiLDGEmlv5t/P9za47gxOQSANQQiciIs2ayWQq1+yaf0Szq0hzoYRORESavXh7J//vBVbfq0a6SnOihE5ERJq9Cmvo1OQqzYgSOhERafbibYcHRhRawQO4StLwehzBC0qkHimhExGRZi/G1h4zvrZWw+RL6sCgtGh3UOMSqS9K6EREpNmzmKzE2ZP822Xz0Tm1BJg0E0roRESkRTiy2TVfK0ZIM6OETkREWoSEIyYYzj800lUJnTQXSuhERKRF+GMNnQE4i3ZjGN7gBSVST6zBDqAxMAyDG264gbVr17J8+fJKz0tLS+P1119n8eLFHDx4kPj4eM444wxuu+02YmNja3TPvLw83n77bebMmcP+/fuJiori1FNP5bbbbqNjx451fSQREfmDI5cAc5vBYYYwrxNXyQFs4R2CGJlI3amGDnjmmWf49ddfqzxn9+7dXHzxxUydOpXQ0FBGjRqFxWLh448/5sILL+TAgQMB3y8nJ4fLLruMt956C4/Hw8iRI4mJieGrr77iwgsvZOPGjXV9JBER+YNQSyStrPH+bfWjk+akRSd0xcXFPPDAA7z33nvVnvvAAw+QkZHBHXfcwaxZs5g0aRI//PAD48ePJy0tjX/+858B3/fJJ58kNTWVcePGMXv2bCZNmsSsWbO45557KCws5P7778frVROAiEh9O7KWTkuASXPSIhM6wzD43//+xwUXXMDXX39dbRPnsmXLWLlyJd26dePWW2/177dYLDz88MO0b9+ehQsXsm3btmrvvWfPHr777jtat27Ngw8+iMVi8R+bOHEiJ5xwAlu2bOGXX36p/QOKiEiFEmxHD4xwasUIaQZaZEK3b98+7r77bvbv38/111/Pm2++WeX5CxYsAGD06NGYzeX/k4WEhHDmmWcCMH/+/GrvvXDhQrxeL6eeeioRERFHHR8zZkzAZYmISM3EH7EEWIG/yVWTC0vT1yIHRYSEhDB27FgmTJhA165d2bt3b5Xnb9myBYDk5OQKj/fo0QOAzZs3V3vv+ixLRERqJt7eyf97sRVcJsCZg9uZi9UWHbS4ROqqRSZ0iYmJPPXUUwGfn5aW5r+uIgkJCQBkZGQcs7KmTp3KtGnTqr0f4B9kkZqaytixYwO6RkSkOTIMg0znLv9UJd+5wWKALWw8Zmt4kKMTKS81NRWg2oonaAYJ3VVXXcXSpUsDOnfZsmVERUXV+B4lJSUAhIaGVni8bH9xcfExKysjI4OUlJRq73ckh8NR42tERJqzw3867whiFCJVKy0trfacJp/QxcTEVFrb9Ud/7P8WqCMHLlQlkJGp9VVWQkICffr0CaisLVu2YBgGERERJCUlVXluamoqDoeD0NBQunfvHlD50njp/Wxe9H42H3ovm5eGej/37t1LaWlpQHPdNvmEbtKkSQ1+j7LBC5VlyA6Ho9x5gZRVdk1tyxo/fjzjx4+v9n41NXbsWFJSUujevTszZsyo9/Ll2NL72bzo/Ww+9F42L43h/WyRo1xrqk2bNgCkp6dXeLxsf9l5VSmrTaysj1xNyhIREREBJXQBKRuRWtk8c2X7Kxu5WpuyevXqVeM4RUREpGVSQheAkSNHAjBnzhwMwyh3zOVyMW/evHLnVWXEiBGYzWYWLlxYYbPrDz/8AMCoUaPqFrSIiIi0GEroAjBw4ED69+/Pli1bePnll/1Jncfj4cknn+TAgQOMGjXqqFq11NRUUlNT/SNbwdfkevbZZ5Odnc2jjz6Ky+XyH3vzzTdZvXo1ycnJASWHIiIiItAMBkUcK08//TRXXHEFU6ZM4ccff6Rnz55s3LiR3bt3k5SUxOOPP37UNeeeey4AH374IUOGDPHvf+ihh1i/fj1ff/01y5Yto2/fvuzYsYMtW7YQHR3Niy++iMlkOmbPJiIiIk2baugC1L17d7788kvGjh1LQUEBCxYswGQycfXVVzNt2rQaDWJISEhg2rRpXHXVVYBvma+ioiLGjh3L9OnT/atFiIiIiARCNXRAUlJSQEttdejQoUYrTFRVZmxsLA8//DAPP/xwwOWJiIiIVEQ1dCIiIiJNnBI6ERERkSZOCZ2IiIhIE6c+dFLOJZdcQkZGBgkJCcEOReqB3s/mRe9n86H3snlpDO+nyfjjTLkiIiIi0qSoyVVERESkiVNCJyIiItLEKaETERERaeI0KKKZ27FjB6+99horVqwgKyuLtm3bcs455zBhwgQiIiJqVFZaWhqvv/46ixcv5uDBg8THx3PGGWdw2223ERsb20BPIEeqr/dzz549jB49uspzlixZovf1GNq5cycXXngh48aN46GHHqrRtfpsNj61fT/12Ww8vvnmG6ZPn86mTZsoKSkhLi6OYcOGMWHCBLp16xZwOfX573BVlNA1Y2vXruWaa66huLiYAQMG0K9fP1auXMmUKVOYP38+n376Ka1atQqorN27d3P55ZeTkZFBr169GDVqFBs2bODjjz9mzpw5fP7557Rr166Bn6hlq8/3MyUlBYAePXpw3HHHVXiO3W6vt9ilapmZmdx6662UlJTU+Fp9Nhufuryf+mwGn2EY3HvvvXz77beEhITQt29fYmNj2bRpE1999RWzZ8/mjTfeYNiwYdWWVZ/f24EELs2Q0+k0Ro0aZfTq1cuYMWOGf39JSYkxceJEo1evXsajjz4acHnjx483evXqZbz66qv+fW632/jnP/9p9OrVy7jxxhvrM3z5g/p+P59//nmjV69exmeffdYA0UpNbNiwwfjTn/5k9OrVy+jVq5fxxBNP1Oh6fTYbl7q+n/psBt/XX39t9OrVyzj11FONzZs3+/e73W7jxRdfNHr16mWccsopRlFRUZXl1Pf3dnXUh66Z+u6779i3bx/Dhw/noosu8u8PDQ3lP//5D+Hh4UyfPp38/Pxqy1q2bBkrV66kW7du3Hrrrf79FouFhx9+mPbt27Nw4UK2bdvWIM8i9ft+AmzYsAGAvn37Nki8Ur28vDyee+45LrnkEnbt2kVSUlKNy9Bns/Goj/cT9NlsDKZPnw7A3/72N3r16uXfb7FYuPvuu+nZsyeZmZksXry4ynLq+3u7OkromqkFCxYAcNZZZx11LCYmhiFDhuByuVi0aFHAZY0ePRqzufz/MiEhIZx55pkAzJ8/v65hSyXq8/0EX7NOSEhIuS8rObY+/PBD3n77bWJjY3njjTe48MILa1yGPpuNR328n6DPZmMQFRVF9+7dOemkk446ZjKZ6Nq1KwDp6elVllPf39vVUULXTG3ZsgWA5OTkCo/37NkTgM2bN9e5rB49egRcltROfb6f+/fvJycnhy5duvD5558zduxYBg4cyJAhQ7jttttYt25d/QUulWrbti0PPPAAP/zwA2eccUatytBns/Goj/dTn83G4bXXXuP777+nY8eORx3zeDz+fo7V9U2tz+/tQCiha6bS0tIASExMrPB42fIk1f2FUZOyMjIyahynBKY+38+yL6OtW7fy1FNPERERwdChQwkPD2fu3LlcdtllfPfdd/UUuVRm3LhxXH/99YSGhta6DH02G4/6eD/12Wz8Pv30U/bt20dMTAxDhw6t8tz6/N4OhEa5NlNlo6sq+3Ip219cXHxMy5Laqc/3oOwfjW7duvHGG2/QpUsXALxeL2+99RYvvfQSDz74IP3796/wL1RpPPTZbF702WzclixZwrPPPgv4+teFhYVVef6x/nyqhq6ZslgsAZ1nBLCUb6Bleb3egM6TmqvP9/P2229n7ty5fPLJJ/5/MADMZjMTJ05k1KhRlJaWMnXq1NqGK8eIPpvNiz6bjdeCBQuYOHEiTqeTyy+/nHHjxlV7TX1+bwdCCV0zVTZZYWlpaYXHHQ4HAOHh4fVWVn1OkCjl1ef7abVa6dixY6UTk5Z1pFd/ncZPn83mRZ/Nxumjjz7itttuw+FwcNVVV/HPf/4zoOvq83s7EEromqk2bdoAlfedKWuzLzsvkLIqa+evSVlSO/X5flanrKNvbSZFlWNLn82WRZ/NY8vtdvPPf/6TJ554Aq/Xy9/+9jcefvhhTCZTQNcfy+9tUELXbJWNqtm6dWuFx8vmpaps9E1FZVU2l1VNypLaqc/385lnnuGOO+6odGTVgQMHgOpHcEnw6bPZvOiz2Xg4HA5uvvlmPv/8c0JDQ3n55ZeZMGFCjcqoz+/tQCiha6ZGjhwJwI8//njUsZycHH7//XfsdntAS5eUlTVnzpyj2vpdLhfz5s0rd57Uv/p8P9evX8+PP/7I999/X+HxmTNnAjBixIjaByzHhD6bzYs+m42Dx+PhtttuY9GiRcTGxvLRRx8xZsyYGpdTn9/bgVBC10yNHj2aDh068NNPP5XrQOtwOHjooYcoLi7mkksuKddXw+VykZqaSmpqKi6Xy79/4MCB9O/fny1btvDyyy/7/+HweDw8+eSTHDhwgFGjRmkizAZUn+/n5ZdfDsC7777LkiVL/Ps9Hg/PPvssS5cupUuXLvzlL385Bk8mgdBns3nRZ7Nxe+ONN1i0aBHh4eF8+OGH9O/fv8rzS0pK/O/nkWrzvV0XJqO+hldIo7Ns2TJuvPFGHA4Hffr0ISkpiVWrVpGenk7fvn358MMPy3WW3rt3r7/T7bx588otXZOamsoVV1xBTk4O3bp1o2fPnmzcuJHdu3eTlJTEZ599pn46Daw+389///vffPzxx5hMJgYMGEBiYiLr169n3759JCQk8MEHH9C9e/dj/owt2auvvsrkyZO5+uqreeihh8od02ez6ant+6nPZnDl5eUxcuRIiouL6dKlC/369av03AsuuIDTTjuN33//nauvvho4epLgmn5v14XmoWvGBg0axBdffMHkyZNZunQp27ZtIykpiUsuuYTrrruuRv8Tde/enS+//JLJkyfzyy+/sGDBAtq1a8fVV1/NxIkTiYuLa8AnEajf9/ORRx5h8ODBfPLJJ2zYsIGUlBTatWvHddddx4QJE+rtL0ZpePpsNi/6bAbX0qVL/fPC7dy5k507d1Z6bt++fTnttNOqLK8+v7eroxo6ERERkSZOfehEREREmjgldCIiIiJNnBI6ERERkSZOCZ2IiIhIE6eETkRERKSJU0InIiIi0sQpoRMRERFp4pTQiYiIiDRxSuhEREREmjgldCIiIiJNnBI6EZFG4KWXXiI5OZm33nqr2nOuv/76YxhZzdxwww0kJyezZMmSYIci0qJYgx2AiEhLccEFF7Bp0ybee+89TjnlFP/+gwcP8v777xMbG8uVV15Z6fUpKSkA9OnTp0Hie/DBB5kxY0atru3fvz9ffPEFd9xxB4sWLeLZZ5/lyy+/xGxWvYHIsaCETkTkGNi3bx+bNm0iKiqKwYMHlzv20ksv4XA4uPPOOwkPD6+0jI0bNwINl9Dt3buX+Pj4o/YXFxdTXFwMUOFxwP9MJ5xwAqeeeiqLFi1i5syZXHjhhQ0Sq4iUp4ROROQYmDdvHgAjRozAaj381ZuWlsasWbMICQnh4osvrvT6tLQ0MjMzgYZL6D766KMK9z/yyCNMmzaNdu3a8dNPP1VbzmWXXcaiRYt4++23ldCJHCOqCxcROQbKErozzzyz3P5p06bh8Xg4/fTTiY6OrvT6subW1q1b07FjxwaLs6p7H3/88QGdP2LECKKjo9m6dSsrVqxoyNBE5BAldCIiNZCXl8eHH37I5Zdfzumnn07fvn0ZMmQI559/Pn/729/4+eefK7xm+fLlhISEMGLECP9+wzCYPn06AOedd16V992wYQNQeVI1e/ZsTjzxRJKTk3nwwQcpLS2t7SOW43a72bp1a5X3/iObzcZZZ50F+BJWEWl4anIVEQnQqlWruO2228jKygIgJCSEiIgICgsLyc3NZcuWLfTt25fTTz+93HU//fQTbreb0047jcjISP/+LVu2cPDgQQBOPvnkKu9dWS2Zy+XimWee4aOPPsJms/HYY48xfvz4Oj9rmW3btuF0Oiu8d1VOPvlkpk2bxqJFi+otFhGpnBI6EZEAFBcX+5O5s88+m5tvvrlcX7a0tDTWrVtHcnLyUddW1ty6fPlyANq1a0dCQkKV9y+roevbt69/34EDB7j77rtZvXo17du355VXXqF///61e8BKlCWSULO+ewMGDAAgMzOT1NRUunfvXq9xiUh5SuhERAKwZMkSsrKy6NChA6+88gomk6nc8cTERBITE4+6zul08ssvv2AymTjjjDPKHVuzZg0AvXv3rvLe2dnZ/pq8sqRq4cKF3HfffeTm5jJ8+HCef/55YmNja/18lSkbWRsXF1fh81WmS5cuhIeHU1xczOrVq5XQiTQw9aETEQmAx+MBID09nVmzZuFyuQK6bsmSJRQXF9O3b9+jEqL09HQAYmJiqiyjrHauVatWJCUl8corrzBhwgTy8vKYOHEib7/9doMkc3C4hu64446r8bVlz1X2nCLScFRDJyISgJEjR3LiiSeycuVK7rvvPv7+978TFRWFxWLhySefZOTIkRVeV1lzK/hq3oAqR7fC4YSuXbt23HjjjSxevJhWrVrxzDPPVFjukXbt2uUfoFAmJCSEhIQETjvtNP76179Wen+v18umTZuA2k2V0rp1a/bt2+d/ThFpOEroREQCYLPZeOGFF3j00UdZuHAhHo+HnJwcADp16lThNYZhMH/+fABGjx591PGykag2m63Ke5fVkm3ZsoUtW7YQGxvL1KlT6dy5c7VxlyWDV199tb//XVFREfPmzePzzz8nNzeXSZMmVXjtjh07/BMK12RARBm73Q5QbyNuRaRySuhERALw9ttvM2nSJE444QTeeecdjj/++GqbOdeuXUtGRgadOnWiZ8+eRx2PiYlh586d5OXlVVlOWVJ2/vnn891335Gdnc3SpUsDSujK+sBdfvnldO3a1b9//PjxDB061N+Pr6proXY1dGXPVV2TsojUnfrQiYhU44svvuC5555j8ODBvP/++5x66qkB9VmrqrkVDic6VSV0BQUF7NmzB4CJEyfywAMPAPDYY4+xePHiamPYsGEDrVu3pkuXLuX2FxUVUVxcTI8ePSq9tqxmsKzvXk0poRM5dpTQiYhU49133wXgiiuuqNFi83PnzgUqT+jKkqmyhK0iGzZswDAMQkND6dq1K9deey2XXXYZLpeLO++80z/pb2U2btxIr169yMnJ8Y+W/fXXX7npppto3bq1P0Gs7N7gGxDxx1G91SksLPQ3SWuEq0jDU5OriEg1du7cCeCfUDjQa1JTU4mJieHEE0+s8JyTTz6Zt956i02bNuF0OivsS1eWVPXq1QuLxQL41lbds2cPixYt4uabb2batGnEx8cfdW16ejqZmZlkZmYybNiwcscGDRrEV199RZs2bSp9hroMiFi/fj1erxer1Vrp84tI/VENnYhINcqSnueff56ZM2dSUlIC+EaBZmRk8P333/Poo4+Wu6asuXXUqFH+ROyPTjrpJKxWKy6Xq1x/tSNVNG2IxWLhlVdeoVevXuzbt4+JEyf6YzpSWZl33HEH7733Hu+99x6vvfYaV111FcuWLeNf//pXpc+8d+9ecnNzj7p3oNauXQv4BlNERETU+HoRqRnV0ImIVOOee+7h73//Ozk5Odx3330AREVFUVxcjNvtBnyJ25Gq6z8HEBkZyemnn868efOYP3++f3WFIx3Z7PnHa6dMmcIll1zCunXruO+++5g0aVK5JuGya8eMGVOur9zo0aPZu3cv8+bNq3QVh7JroXY1dGWje6tbo1ZE6odq6EREqnHhhRcydepULrjgAjp16kRoaCglJSXExMRwwgkncP3113Pbbbf5z8/OzmbVqlWEhoYyfPjwKsu+9NJLAZg1axaGYZQ7VlJSwo4dO4CKa8k6dOjA66+/TmhoKHPmzOHZZ58td3zjxo2EhIRUOBq2LIkrW4Hij8oSurCwMLp161blM/zRnj17/M9/4YUX1uhaEakd1dCJiATghBNO4IQTTgjo3Pnz5+P1ehk2bBhhYWFVnnvaaafRqVMndu/ezfLlyxk0aJD/WFhYWKVNsWUGDBhQ6dQjGzZsoGvXroSEhBx1bO/evQCV9qG7++67ufvuu6u8d2W++eYbAM4991xat25dqzJEpGZUQyciUs/Kmlsrmkz4j8xmM3fddRcAb731Vr3FUFBQwN69eyuclmTz5s3MmzePXr16VTg/Xl0UFxfz8ccfY7PZuP322+u1bBGpnGroRETq2Yknnsjxxx9f7bJcZf785z/zwQcfsHDhQtauXUv//v3rHMPGjRsxDAOHw+GvMXM4HGzdupXp06cTERHBc889V+f7/NHHH39MTk4ON9xwAx06/H97d2zDIAwEUPTS0DGBZ2AGRnHBMKzhwmOwB2uwQVInIpESoUgnvVdecfUvTna5fD9w7nZ/PdoA4O/2fY9t22Kaprf/wn6jtRbruj7NhmGIUkrM8xzLsnx8suRXvfc4jiNqrTGO4+X7gXOCDgAgOTd0AADJCToAgOQEHQBAcoIOACA5QQcAkJygAwBITtABACQn6AAAkhN0AADJCToAgOQEHQBAcg8LsRqSOpTpBAAAAABJRU5ErkJggg==", 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", 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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -687,9 +693,9 @@ " b3_uv_b3 = []\n", " b3_thol = []\n", " for temp in tvec:\n", - " b3_uv_wca.append(uvtheory_wca.third_virial_coefficient(temp * eps_k_k) / (sigma * ANGSTROM)**6 / NAV**2)\n", - " b3_uv_b3.append(uvtheory_b3.third_virial_coefficient(temp * eps_k_k) / (sigma * ANGSTROM)**6 / NAV**2)\n", - " b3_thol.append(thol.third_virial_coefficient(temp * eps_k_k) / (sigma * ANGSTROM)**6 / NAV**2)\n", + " b3_uv_wca.append(uvtheory_wca.third_virial_coefficient(temp * eps_k_k) / (sigma * si.ANGSTROM)**6 / si.NAV**2)\n", + " b3_uv_b3.append(uvtheory_b3.third_virial_coefficient(temp * eps_k_k) / (sigma * si.ANGSTROM)**6 / si.NAV**2)\n", + " b3_thol.append(thol.third_virial_coefficient(temp * eps_k_k) / (sigma * si.ANGSTROM)**6 / si.NAV**2)\n", "\n", " plt.plot(1/tvec, b3_uv_wca, '-', label='uv-WCA')\n", " plt.plot(1/tvec, b3_uv_b3, label='uv-$B_3$')\n", @@ -711,17 +717,19 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 19, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -733,16 +741,16 @@ " cv_uv_wca = []\n", " cv_uv_bh = []\n", " for rho in dimensionless_density:\n", - " density = rho / (sigma * ANGSTROM)**3 / NAV\n", + " density = rho / (sigma * si.ANGSTROM)**3 / si.NAV\n", " temperature = temp * eps_k_k\n", " s_thol = State(thol, density = density, temperature = temperature)\n", - " cv_thol.append(s_thol.molar_isochoric_heat_capacity(Contributions.Residual) / (RGAS) + 3.0 / 2.0)\n", + " cv_thol.append(s_thol.molar_isochoric_heat_capacity(Contributions.Residual) / si.RGAS + 3.0 / 2.0)\n", " s_uv_b3 = State(uvtheory_b3, density = density, temperature = temperature)\n", - " cv_uv_b3.append(s_uv_b3.molar_isochoric_heat_capacity(Contributions.Residual) / (RGAS) + 3.0 / 2.0)\n", + " cv_uv_b3.append(s_uv_b3.molar_isochoric_heat_capacity(Contributions.Residual) / si.RGAS + 3.0 / 2.0)\n", " s_uv_wca = State(uvtheory_wca, density = density, temperature = temperature)\n", - " cv_uv_wca.append(s_uv_wca.molar_isochoric_heat_capacity(Contributions.Residual) / (RGAS) + 3.0 / 2.0)\n", + " cv_uv_wca.append(s_uv_wca.molar_isochoric_heat_capacity(Contributions.Residual) / si.RGAS + 3.0 / 2.0)\n", " s_uv_bh = State(uvtheory_bh, density = density, temperature = temperature)\n", - " cv_uv_bh.append(s_uv_bh.molar_isochoric_heat_capacity(Contributions.Residual) / (RGAS) + 3.0 / 2.0)\n", + " cv_uv_bh.append(s_uv_bh.molar_isochoric_heat_capacity(Contributions.Residual) / si.RGAS + 3.0 / 2.0)\n", " \n", " \n", " plt.plot(dimensionless_density, cv_thol, '-', label='Thol')\n", @@ -762,7 +770,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -776,7 +784,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.5" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/examples/pc_saft_phase_diagram_to_dict.ipynb b/examples/pc_saft_phase_diagram_to_dict.ipynb index 1febf2629..d63364ac1 100644 --- a/examples/pc_saft_phase_diagram_to_dict.ipynb +++ b/examples/pc_saft_phase_diagram_to_dict.ipynb @@ -13,12 +13,11 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 1, "id": "8e96c4be-b089-41ec-9b8d-1cc30f324f36", "metadata": {}, "outputs": [], "source": [ - "from feos.si import *\n", "from feos.pcsaft import *\n", "from feos.eos import *\n", "from feos.dippr import *\n", @@ -27,6 +26,7 @@ "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", + "import si_units as si\n", "\n", "sns.set_context('poster')\n", "sns.set_palette('Dark2')\n", @@ -36,7 +36,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 2, "id": "844b71b0-8cc4-4c7a-a217-d850407652c8", "metadata": {}, "outputs": [], @@ -47,7 +47,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 3, "id": "045e7402-fe3c-4abc-862f-c450a4f38739", "metadata": {}, "outputs": [], @@ -57,40 +57,40 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": null, "id": "9050cf98-9ff4-45fe-8c91-58ab20c69f4b", "metadata": {}, "outputs": [], "source": [ "vle = PhaseDiagram.pure(\n", " eos=eos,\n", - " min_temperature=100*CELSIUS,\n", + " min_temperature=100*si.CELSIUS,\n", " npoints = 1000,\n", ")\n", "\n", "spinodal = PhaseDiagram.spinodal(\n", " eos=eos,\n", - " moles=SIArray1([MOL]),\n", - " min_temperature=100*CELSIUS,\n", + " moles=si.array([si.MOL]),\n", + " min_temperature=100*si.CELSIUS,\n", " npoints = 1000,\n", ")\n", "\n", "# isotherm at T = 0.95 * T_c\n", "t = 0.95 * State.critical_point(eos).temperature\n", "isotherm = []\n", - "for density in SIArray1.linspace(vle.vapor.density[0], vle.liquid.density[0], 1000):\n", + "for density in si.linspace(vle.vapor.density[0], vle.liquid.density[0], 1000):\n", " state = State(eos, t, density=density)\n", " isotherm.append({\n", - " \"density\": density / (MOL / METER**3),\n", - " \"pressure\": state.pressure() / PASCAL,\n", - " \"mass density\": state.mass_density() / KILOGRAM * METER**3,\n", - " \"specific enthalpy\": state.specific_enthalpy() / (KILO * JOULE / KILOGRAM),\n", + " \"density\": density / (si.MOL / si.METER**3),\n", + " \"pressure\": state.pressure() / si.PASCAL,\n", + " \"mass density\": state.mass_density() / si.KILOGRAM * si.METER**3,\n", + " \"specific enthalpy\": state.specific_enthalpy() / (si.KILO * si.JOULE / si.KILOGRAM),\n", " })" ] }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 5, "id": "25f25f4c-ef65-4697-a2df-6c997605da7a", "metadata": {}, "outputs": [], @@ -102,18 +102,20 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 6, "id": "e5e03dd4-1bc1-4bb4-bde1-4497486ec94e", "metadata": {}, "outputs": [ { "data": { - "image/png": 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Pn2by5MkUFBTQsmVLhg0bhkqlIjU1le3bt1NcXMzo0aMr3JOYmMhtt92Go6MjkZGR5OfnExUVxQcffMD+/fuZPXs2anXV119LS0uZMWMGhw8fJjIyklatWnHo0CFWrFjBvn37WL58OZ6eFf9/tXDhQt5++22MRiOdO3emb9++xMfHs3btWtatW8ebb77JHXfcUeGe9PR0Jk+eTEJCAr6+vgwfPhydTseCBQuIiopCpVJdNb4///yTWbNmER4eTsuWLenRowcpKSns37+fqKgoDh8+zH/+858q/3qFmST0QghRAyaTiQvJZQl9iCT0QjR6c+fOpaCggGeffZaHH364wnsFBQWcOXPminuWLVvG6NGj+eijj3BycgIgLi6OadOmsX79ehYtWsQ999xT5RgOHjxIp06dWL9+PX5+fgDk5eVx7733cvz4cX7++WceffRR5fOnTp3inXfeAeCzzz7jxhtvVN7766+/eP7553nrrbfo1q0bbdu2Vd576623SEhIoH///syePRt3d3OXr9TUVKZNm0ZcXNxV4xs4cCCjRo2iTZs2Fa7HxcVx3333MX/+fMaNG0fXrl2r/GsWktALIUSN5OeVUFCgA8DRUYOPr6uVIxLC+jJXf8rFP9/EVJxf+YdthMrZHb8Jr+N747O1nuvixYsADB48+Ir33Nzc6N69+xXXXVxceP3115VkHqB58+Y8/fTT/Pvf/2bevHnVSuhVKhXvvvuuksyDue7+wQcf5F//+he7du2qkND/9NNP6PV6xo4dWyGZB7j55ptZv349q1at4qeffuK///0vAMnJyaxbtw6NRsObb76pJPMAgYGBvPjiixWeUV6XLl2uer158+Y89thjvPrqq6xZs0YS+mqSGnohhKiB5HKr80HBHqjVV/96WYjGJGvtp3aVzAOYivPJWvupRea6nKy+/vrr7NixA51OV+k9/fv3r5B8XzZu3DjUajXx8fGkpqZWOYaQkBAiIiKuuN6yZUsA0tLSKlzfu3cvAJMmTbrqfLfeeisAUVFRFe4xmUx07dqV8PDwK+4ZPnz4FWU95ZWUlLB+/XpmzpzJa6+9xksvvcRLL72k7DG41uq+uDZZoRdCiBq4kCwbYoX4J5/Rz9rlCr3P6NqvzgNMnz6dffv2sWvXLh544AEcHR1p3749vXv3Zvz48VdNtJs2bXrVuRwdHQkICCA1NZWUlBQCAwOrFENwcPBVr19eRf/nDxmXf1i4VhxhYWEVPleVe8D8g0Vubu4V1w8ePMgzzzxDSkrKNe/Nz7efvz+2QhJ6IYSogfL185LQC2Hme+OzFildsVcuLi7MnTuXw4cPs23bNg4cOMDBgwc5fPgw3333HU8++SRPPPFEncZQnQ205V1rE6slFRUV8cQTT5CRkcFtt93G5MmTadasGW5ubqjVarZv38706dPrPI6GSBJ6IYSoAdkQK4S4lq5duyo14DqdjpUrV/Lqq68yZ84cbrrpJqX8BcxtHK9Gp9ORnp4OUOXV+ZoIDAzk/PnzJCQkXLV8JiEh4YoYmjRpAlw7duCqLTL37t1LRkYGHTt2VDbilhcfH1/t+IWZ1NALIUQ16fUG0lLLvhIOkkOlhBDX4OjoyKRJk+jatSsmk4nTp09XeH/Hjh1kZmZecd9ff/2F0WgkPDycoKCgOouvd+/egLnbztUsWbIEgMjISOVar169UKlUHDp0SEn4y9u8efNVy21ycnKAa5cFrVy5slqxizKS0AshRDWlpRZgNJoA8PV1xdnZwcoRCSFswc8//8zZs2evuJ6QkEBMTAwAoaGhFd4rKirirbfeqlDbfv78eWbNmgXAtGnT6jBi8/xarZa//vqLdevWVXhv9erVrF69GgcHB6ZOnapcb9q0KcOHD8dgMPDGG29QWFiovJeamsoHH3xw1Wdd/mZi9+7dxMbGKteNRiNz5szhwIEDlvylNSpSciOEENVUsX5eVueFEGa//vorb731FmFhYbRp0wZXV1cyMjLYv38/paWl3HzzzVe0bZwwYQJbtmxh5MiR9OjRg4KCAvbs2UNJSQnDhg2rVsvKmmjXrh3//ve/efvtt3niiSfo2rUrYWFhnD9/niNHjqBWq3n11Vev2ND7+uuvc+rUKbZv386IESPo3bs3Op2OPXv20KZNG7p3787Bgwcr3NOxY0eGDRvGpk2buOWWW+jTpw8eHh4cPXqUCxcu8OCDD/Ldd9/V6a+3oZIVeiGEqCbZECuEuJpnnnmGO++8E3d3dw4ePMjatWuJj48nMjKSzz77jI8//viKe8LCwvj999/p2bMne/bsYdeuXYSGhvJ///d/1T4ltqbuuecefv75Z0aNGkViYiJr1qwhKSmJG264gYULF3LnnXdecU9gYCC///47kydPRqvVsnHjRs6cOcPkyZOZO3cuDg5X/+by888/57nnnqNZs2ZERUWxa9cuWrduzcKFC6/av19UjcpkMpmsHYStmDp1KlFRUURGRjJ//nxrhyOEsFHffrmb6DMZAEy9ryedu169HlQIWyf/7lnP7NmzmTNnDk888QRPPvmktcMRdk5W6IUQohpMJpOs0AshhLApktALIUQ15OaWkJ9v3rzm6KjB18/VyhEJIYRo7CShF0KIakhKzFFeh4R6oVbX/WEsQgghxPVIlxshhKiG8gl9aFMptxFC1MyTTz4ptfPCYmSFXgghqiG5QkLvZcVIhBBCCDNJ6IUQohrKr9A3DZOEXgghhPXZRcnN/Pnz2bdvH2fOnCEzM5P8/Hw8PDxo164dEydOZPz48ahUUscqhKhb+fklZGcXA6B1UBPQxN3KEQkhhBB2ktB/++23ZGZmKiePubi4kJyczO7du9m1axdr165lzpw59XL4ghCi8aqwITbEE41G/p8jhBDC+uwiof/000/p0KEDrq4V28NFR0dz3333sWHDBpYuXcqtt95qpQiFEI1BUmJZ/3mpnxdCCGEr7GJ5qVevXlck8wBt2rTh7rvvBmDnzp31HZYQopFJkg2xQgghbJBdrNBfj1Zr/iU4OjpaORLRmBXpS8koyiO9OJ+M/CzyLpxGd+EMpvRYXBKPEpQeS66rNxdb9MHYpBXqoLa4h7THz90XfxcP/F3c8HFyRa2yi5+xGy1J6IUQQtgiu07oExIS+OWXXwAYPny4laMRjYXJZOJkVgp7U+PYn36e/Wnnic/NoFdWHDekHmdARgzNjaVX3OdXkkuLrPPK2ICKg97hfBXcme3+bdA6utDJN4RuAWF09W9Kn8AWBLtJ0mgrCgt1ZF4sBECjUREY5GHliIQQQggzu0ro//jjD/bu3UtpaSmpqakcPHgQo9HII488wqhRo656z5IlS1i6dGmV5j958qQlwxUNiMFoZNuFGP6KO8qmxNOkFJprqVUmEwMzonklfietC9KrNacGE72y4+mVHU+akwcLwvuyqrQLe9Pilc909A1meNN2jGjaju4BYWhk47fVJCeV1c8HBXui1cqfhRBCCNtgVwn9gQMHKiTnWq2Wp59+mvvvv/+a9yQlJREVFVUf4YkG6GRmCr/HHmBZ7EFSi/IqvBeRe4Fno/+mTX7aFfflu/pS4BeO3q856sDWlJpMODo4YUo/hzo9FteL8bjnpqHCBECTkjyejV7HTSlH+ajtGM65BwBwPPMCxzMvMPvIJrydXLkhrD23t+lJn8DmUp5Tz6TcRgghhK2yq4T+nXfe4Z133qG4uJjExET++OMP5syZw+rVq/nmm28IDAy84p7Q0FAiIyOrNP/JkyfJy8ur/IOiQTMYjfydcIKvj21jX7nV8sscjHoej9/J2IQo1CaTcl3l6ILXkAfxHHgfTuFdKz0bofTieXK3zyN7w5cYclMBaJeXwrcHF7Ch40184tcencmofD67pJBfY/bza8x+mnn4cmurHtzZpheh7t6W+YWL65KEXghxPREREdW+Z+LEibz//vt1EE3NGQwGfv31V1auXElMTAyFhYX4+vrSvn177rjjjiqVOH/66ad8/fXXALzwwgtMnz69Ss+u6X3/tGLFChYtWsTp06cxGo20aNGCW2+9lcmTJ1e5xfnixYt57bXXALjnnnuU11U1depUoqKieO+995g0adIV76ekpHD//fdz9uxZevbsyddff42HR81LOe0qob/M2dmZ1q1b8+KLLxIQEMAHH3zA22+/zZw5c6747KRJk676G3k1l3/zReOkNxr4LeYA/zu6hXO5GVe8H+DizlQff27cPBvNhVPKdZWjC94jn8BnzLNoPZtU+XkOfuH4TXgVnzHPkrX2MzKX/xeTXofaqGfU0eWM7WbixI0vsyE9gU2Jpyt8QxCfl8mnh9Yz6/BGbmzWkQc7DKRnk3A5YK0OJSaUT+g9rRiJEMIWTZw48Ypr6enpbN++HVdXV0aPHn3F+z179qyP0KosKyuLGTNmcPToUby9venWrRsuLi6kpKSwc+dO/Pz8Kk3ojxw5wnfffYdKpcJUbtGrMjW975/efPNNFi5ciJOTE/369UOr1bJr1y7eeustdu3axeeff15pUp+UlMQHH3xQ61iuJT4+nvvvv5+kpCQGDRrE7NmzcXFxqdWcdpnQlzdx4kQ++OADNm3aRGlpKQ4ODtYOSdgZo8nIqrhjfHjgb87+I5F3UGsYE96R21r3oHfmWdK+vBtjcVli7dpxJE3u/RLHJi1r/Hy1kxt+41/BvdckUn+YQXHMLgBKDq2gfUYco55fg2bArRxIT+CP2AP8efYQOTrzaaUGk5GVcUdZGXeU7gFhPNN1BMObRkhib2GFhToy0gsA84bY4BBJ6IUQFV1tpX3Pnj1s374dHx8fm1uJ/yej0cijjz7K0aNHmTZtGs8//zxOTk7K+/n5+SQlJV13Dp1Ox0svvYSfnx9dunRh/fr1VXp2Te/7p7Vr17Jw4UICAgJYsGABzZs3ByAjI4Np06axbt065s+fz7333nvNOUwmE6+88gomk4lbbrmlyvswq+r06dNMnz6d9PR0xowZw0cffWSRTo12X4Tr5eWFVqtFr9eTk5NT+Q1ClHP8YjK3/PUVj2xeWCGZ93R05vHOQ9l1+4t8Oexuep7eSMpnE5RkXqV1osm0OYQ+v6ZWyXx5TiHtCXt5M96jn1Gu6RKPkvDeUPSZifRsEs67/W5h/52v8OXQuxkQ3KrC/QfTE7h3/VzG//U/NiedqZNVhcYq8XzZ/1uCQzxxcNBYMRohhLC8X3/9lYMHDzJs2DBeeeWVCsk8gLu7e6VlRbNmzSI2NpY333yzWuUjNb3vny6X6zz//PNKMg/g7+/PG2+8AcC3336L0Wi8yt1mixYtYteuXTz77LOEhobWOJarOXToEFOnTiU9PZ3bbruNmTNnWqztut0n9Hv37kWv1+Pp6YmPj4+1wxF2Ik9XzOt7VnDjitkcSC9rJenp6MxLPUcTdcfLvNxrDEGunlz8823SFjwJl+rZtb5hhL26E+/hj1p8JVyl0dJk8icETv8O1OaksTQ1msT3h6PPMdfZO2sdGNeiC4vHzODvCU9zZ5teOGnKvmw7mJ7AlL9/4Ja/vmRPyjmLxtdYnT+fpbwOC/e2XiBCCFFHfv75ZwDuu+++Gt1/+PBhfvzxR8aOHVutVuI1ve+fUlJSOH78OA4ODowZM+aK9yMjIwkMDCQ9PZ1Dhw5ddY6EhAQ++ugjevbsyZQpU2ocy9Xs2rWL+++/n5ycHO6//37eeeedKtfzV4XNl9zs27ePvLw8Bg0apBwiddn+/ft55ZVXALjtttvQaGTVTFRuQ8IpXti5hNTCsjaEjmoN0zsM5LEuQ/BxMp9KbDKZuLjkNTJXvKt8zqlFb0KfXobWO6hOY/QadD9qV28u/G8yGEopTT9L0qdjCXtpI2qXstWLDr7BfDLwNv6vxw18cWQzC89EUWLQA7A//Ty3rv6asc0780qvGwnz8K3TmBuyhPhs5XV4M1k4EEI0LGlpaZw5cwaNRkP37t05d+4cq1atIjU1FS8vL3r37s2gQYOuuYhVUlLCiy++iJeXl5KXVUVN77uaEydOANCmTRucnZ2v+pnOnTuTmprKyZMn6dGjR4X3TCYT//73vzEYDLzzzjsWXbBbv349//rXv9DpdDz11FM8/vjjFpv7MptP6M+fP8/LL7+Mp6cnHTp0wN/fn4KCAhISEoiJiQFg6NChPP3001aOVNi6wlIdb+/9i/mn91S4PjC4Ne/0m0Arr4AK1y/+8SqZK99Txq4dRxLy1FLUlxL+uubRcyKqxxeTPPs2MBkpiT9A8pxbCf3XSlTail/RBbl68nbf8TzWeQhzjmxm0ZkodEYDACvjjrIu4SQPdRzEk12G4eogpypXh8lk4vz5bGUsK/RCiPpWkw46kZGRzJ8/v0qfPXPmDADe3t4sWrSIjz76CL1er7z/zTff0L17d7744gv8/PyuuH/mzJmcO3eOmTNn4utb9cWjmt53NYmJiQCEhIRc8zPBwcEVPlveggULiIqK4rnnnqNFixa1iqW8tWvXsn37dgwGA//5z3+YOnWqxeYuz+YT+t69e/PYY4+xb98+4uPjOXjwICaTiYCAAEaPHs348eMZOXKktcMUNu7YxSQe3byoQveaABd3Xo8cy4QWV7aYzFo7q0Iy79blRoKf+B2149V/6q8r7j0mEHjfl6T++DAAhcc3kL74BZrc89lVPx/s5sU7/SbwWOchvLt/NX+ePQxAiUHP7COb+PPsYd7rfwtDQtvW1y/B7mVlFVGQrwPA2VmLf4CblSMSwnZt2RTLurVn0JUYrB1KlTk6aRg1ui1DhrWq/MNWcrUOOpVp2bLq+7su70HMycnhvffeY+zYsTz22GMEBgZy7Ngx3nrrLQ4ePMjTTz/NggULKtx74MAB5s2bx8iRI7npppuq/Mya3ncthYXmk7yv1y3Gzc38/++CgoIK18+fP88nn3xCp06datwq81o2b94MwI033lhnyTzYQUIfFhYmq++iVhZH7+Pfu5YppSgAY8I78uGASfg6X5mc5e5eRPqiZ5WxW9ebzMm8g9MVn60PXkMeRJ99gYtL3wAge91snFtG4tnv7mveE+ruzRdDJnN/u/68HrWCwxnm1Yjz+Znc8/cP3NqqO69Hjr3qr19UdL5cuU1YuDdqtXQQEuJatm4+a1fJPICuxMDWzWdtOqGv6w45lzeJ6vV6evbsySeffKK817dvX3744QdGjx7N3r172b17N3379gWguLiYl19+GXd3d15//fUqP6+m99WFy6U2er2ed955x+Ll271792bv3r2sXr2aLl268MADD1h0/svsflOsENdSYtDzwo4lPLf9dyWZd9M68snA2/h2+JSrJrOFJzeR8m3ZycPOrfsT/NhiqyXzl/mO/w/uPctWaFJ/fJiSpOOV3tcrsBkrxj7GJwNvw8uxbNXij9iDDF3yKcvOHqqLcBuUhPLlNs28rRaHEPZg8NCWODrZ1342RycNg4dapluZvbq8cg1wxx13XPF+UFAQQ4YMAcytOC/79NNPiYuL46WXXqJJk6qfw1LT+67H1dVcDltUVHTNz1xemS//6/3pp5/Yu3cvDz30EO3atbNILOVNmjSJV199FYAPPviAH3/80eLPADtYoReiJrJKCpmxcT67y3V5ifAO5JvhU66olb+sND2O5C/uBEMpAI4h7Ql95s96q5m/HpVKReCDP1CSdILSlNOYdIWkfHMv4a/uvKKe/p/UKjV3tunF8KYRvLFnJX+eM5fhZJYU8MSWX1iXcJJ3+96Cl1PtDrVoqBLipcONEFU1ZFgrm17ptlcvvfRSte9p2bIlDz30UJU+27Rp06u+vtpnMjLKSlfXr1+PWq1m2bJlLFu2rMLnz549C5jbQG7evJnw8HDeeeedWt13PZdbTCYnJ1/zMykpKRU+ezkWgJ07d7J3794Kn7/cd3/dunVER0fj6uqqtMasjssdc95++23l25b777//erdUmyT0osGJy73ItHU/VugrP6FlVz7qf+s1N4QaSwpJnn0rxvyLAGg8Awl9bhUad9vpDKNx8STkyd84/3pvTPoSSuIPcvHP/+J/61tVuj/AxYMvhk5mUqvuvLxrKckF5prJP88eZm9qHJ8NuoP+wfIPcXkGg5GkxLIe9OGS0AshrKAmhxtFRkZWOaFv0aIFrq6uFBYWkp2dfdXPZGWZFzcur4RfZjQaiYqKuubcCQkJJCQkkJubW+F6Te+7lg4dOgAQHR1NcXHxVTvdHD16FID27dtf8d7BgwevOXdaWhppaWm16pH/z6RepVLVuEXo1UhCLxqUA+nnuW/dPDJLyja8vNxzDI91HnLNFlQmk4nUH2dQcv6Q+YLGgZAnf8PBL7weIq4ep9CO+N/+LumLngMg86/3ces+FpeWkVWeY0RYOzYGPcvre5azOHo/AMkFOdy55jse6TSYF3regIPavr4yryspF/IoLTXXlnr7uODhWb+booUQAsyni9YlBwcHhg4dyqpVq9i1a9cVzUZKS0vZt28fAJ06dVKub9y48ZpzvvTSSyxdupQXXnjhio2mNb3veoKDg+nYsSPHjx9nzZo13HLLLRXej4qKIiUlhYCAALp3765cv14noNmzZzNnzhzuueceXnvttSrHci3lk/r33jM33rBUUi819KLB2HkhlrvWfKck804aLV8NvZvHuwy9bj/ZnI1fkbf7F2XcZOrnuLQZUOfx1pT3qKdwiTDXMmI0kPrt/RhLS6o1h7uDE58MvJ2vh92D9+W++5j48tgW7lrzLSmFVVsRaegSpF2lEKKRePjhh1Gr1SxevJht27Yp1w0GAx9//DHnz58nMDCQUaNGWTFK+OSTTxgzZkyFjbuXXf5G4uOPPyY+Pl65fvHiRd58800AZsyYYdEDnaprypQpSk39e++9x9y5cy0yryT0okHYlHiaqet+pFBvbi/o6+TGr2NmMLZFl+veV5JwVFntBvAaOgPvoVX7itJaVGo1QQ/+gMrZHQDdhVNkr51Zo7lubt6Z9bc8w+CQNsq1PalxjPnzc3ZciLVIvPbsfIUDpbytFocQQtS1du3aKd1eZsyYwR133MFTTz3F6NGjmTt3Lh4eHsyaNeuahzbVl/T0dM6dO0d6evoV740ZM4bJkyeTnp7OuHHjeOSRR3jiiSe44YYbiImJYeTIkRY/AbYm6iKpl4Re2L3V8cd4YMNPSiebQFdP/rjpYXo2aXbd+4wlhVz48m5MevPqtlNYVwLu/qyuw7UIh4Dm+N/6X2V8cfl/KU2Pq9FcQa6eLLjhfl7sMRr1pW8yMorzmbz2O2Yf3oTRZLREyHYpPi5TeS3180KIhm7q1KnMmzePIUOGEB8fz8aNGzEYDNx5550sW7asQqmKrXrjjTf4+OOP6dChA1FRUWzfvp1mzZrx2muvMXv2bIu3pawpSyf1KpPJZLJAXA3C1KlTiYqKqtbpasK6Vscf45FNCzFcSjqbunvzy+gZNPe88iS7f0qd+yg5m78BQOXoSrM39uIYYvmWVXXFZNBz/s0+Su2/W/fxhD5d/Y1T5e1IjuHxLb+QUZyvXBsd3oHPB9+Jm5Vbd9a3/PwS3np1HQAajYq33h2Dg6Nt/EMghKXIv3tCNAyyQi/s1uakMzy2eZGSzLfw9GfJjY9UKZnPP/SXkswDNLnnM7tK5gFUGi1Nps1RxgUHl1Nw7O9azTkgpDVrJjxFZGBz5dra8yeYuOorkvKzazW3vYk/V9auMrSplyTzQgghbJYk9MIu7Uk5x4Mb5lNqNJ9I2MLTn99vfIgQd+9K7zUU5pA271Fl7N77NjwH183JbXXNpXW/CrFn/PoyJmPtSmSCXD1ZPGYGD3Yo2xh8IvMCY1fOYX9a/HXubFjizpWV2zRvaTvtS4UQQoh/koRe2J2jGUncu34uxZcOgAp18+aX0Q8S6OpZpfvTf3kefZb5sAiNZxMCp31x3S44ts5/0luoHM2dakrOHyJv98Jaz+mg1vBGn3F8NOBWpYVlelE+d6z5liWx1+7V25DElVuhb95CEnohhBC2SxJ6YVcS87OYtv5H8i+1aQxwcWfR6AcJrcLKPEDB0bXkbv1BGTeZOhuNh39dhFpvtN7B+Ix+Rhln/PFatdtYXsvktr1ZNHo6PpdaW5YY9Dy1dTEfH1xHQ95+U1pqIDGh7ECp5s19rBiNEEIIcX2S0Au7kasr5t51c0kvMm/Y9HJ0YeEND9LSq2oJuaEol9QfH1bG7r1vw6P3bXUSa33zuen/ULub9w7oL8aTs/FLi83dN6glK8c9TlvvJsq1zw5t4IWdS9BfKnlqaJIScjAYzKVL/gFuuHs0rg3BQggh7Isk9MIulBoNPLxpAaezUwFzSch3I6bS3jeoynNcXPoG+swEADQe/jSZOrtOYrUGjYsnfuP/o4wzV76HsdxpubXVzMOPP29+jCGhbZVri87s5cGN8ym61Pu/IalQPy/lNkIIIWycJPTC5plMJl7auZRtyTHKtY8H3ka/oJZVnqMk4QjZ68s6wgTcPROtZ5Pr3GF/vIY9jNbP3HvfkJdBzqZvKrmjejwcnZk78l5ua9VDubY+4RR3rvmOzGLL/fBgC85VqJ+XchshhBC2TRJ6YfO+P7GDxdH7lPFz3Udya6uqH25hMhpJ/ekJuFQe4tJ+GB59J1s8TmtTOzjhe/MLyjhz9ccYdUUWfYaDWsPMQbfzRJehyrUD6eeZuOorkhtIW0uTyVThQClZoRdCCGHrJKEXNm3nhVje3rtKGd/WqgfPdB1RrTlyd/xEcfQO80DjQJOps+26q831eA66H413CACGnBRyym0AthSVSsVLPcfwdp/xqDD/PsbmpDNp9VfE5V60+PPqW3paAYUF5g5Krm4OBDRxs3JEQgghxPVJQi9sVnJ+No9uLjsFtntAGB8MmFStZNxQkEXGry8pY5/R/8IppL3FY7UVagcnfG/6P2WctepDi3W8+af7O/Tny2F343iprWVifja3rvqKM5f2Odir8vXzzZr7Ntgf/oQQQjQcktALm1SsL2XGpgVcvFSb7e/sztfDpuCk0VZrnowlr2HISwdA6xuG34T/VHKH/fMa8iCaS/sD9JmJFulLfy1jm3fmh5H3Kn8uqUV53LbqG45fTK6zZ9a1c7FlCX0LqZ8XQghhByShFzbp7b1/cTgjEQCtSs1Xw+4mxM2rWnOUJJ8kZ9PXyjjg7k9ROzX88gm1kys+NzyjjLPWzqrTnvFDQ9uy4IYHcNM6ApBZUsAda75hf9r5OntmXTGZTMTGZCjjlq39rBiNEEIIUTWS0AubsyruGPNO7VbGr0beTN9qdLS5LGPxi+U2wg7HvedEi8Vo67yGPaScHqtLPErRyY11+rx+QS1ZOPpBvBydAcjRFXP32u/YmxpXp8+1tMyLhWRnFwPg5KQltGn1fogUQgghrEESemFTEvOz+L8dvyvjm5p14oH2/as9T+GJjRQc/ss8UKkIuOujRlULrXHzwXPgvco4a+2sOn9mzybh/DrmIXwvfQtSoNcx5e8f2J8WX+fPtpTYmLJNvS1a+qLRyP8ihRBC2D7510rYjFKjgcc3LyJHZ14hberuzUcDbq12Im4yGkj/pWxjqOeAaTg362bJUO2Czw1PKa8LDv+FLuVMnT+zo18If9z0MAEu7ubnXkrqD6Yn1PmzLeFsuYReym2EEELYC0nohc349OB69qeb6641KjVfDLkbLyeXas+Tu3MBJecPAaBydMHv1rctGabdcAxqi1vXm5Vx1t+f18tz23g34ZfRM/BzNq/U55WWcM/f33Pk0p4IW2Wuny9L6FtJQi+EEMJOSEIvbMK+1HjmHNmsjF/ocQM9m4RXex5jSSEX/3hVGfuMeQ4Hn1BLhGiXfEY/o7zO3T4PQ2FOvTw3wieQX0bPwMfJXMefqytm8trvOXYxqV6eXxMXMwrJyTF/O+TsrCUk1NPKEQkhhBBVIwm9sLrCUh3PbPsVE+ZOLAODW/No58E1mit73Wz0WeakUeMVVKEne2Pk0n4Yjk07AWDSFZK3q+5aWP5Te98gFo95EO9LSX2Oroi71n7PicwL9RZDdZTvbiP180IIIeyJ/IslrO6dfauJyzOXOng4OPHpwNtQq6r/V9NQkE3m6o+Usd/E11E7u1ssTnukUqnwGvqQMs7e/E2dtrD8pw6+ISy6YbrS/Sa7pJB7/v6ec7kZldxZ/2Klfl4IIYSdkoReWNW25GjmndqljN/qM54Qd+8azZX192cYC7IAcGjSCq+B91siRLvn2e8eVI7mvQi6hCMUn42q1+d39g9l4egH8XBwAiC9KJ+7137PhYL6Kf+piivr5/2tGI0QQghRPZLQC6vJ1RXz3PayFpU3hLXnttY9ajSXIS+DrLUzlbHfLa+j0jrUOsaGQOPmjUefO5VxzuZv6j2Grv5NmTvyPuVE2YT8LO75+3uyLp0EbG0Z6QXk5ZYA4OLiIPXzQggh7Iok9MJq3tm7iuRLq7Q+Tq68339SjXvFZ/71IabifAAcQzrg0fcui8XZEJQvu8nbsxhDQXa9x9AnqAXfDJuC9lI51ZnsNKaum0t+aUm9x/JPMdHl6udb+aJWN54zC4QQQtg/SeiFVexJOcfPZ8pKP97tdwtNXD1qNJc+K5nsDV8oY79Jb6JSa2odY0Pi3DISp7CuAJh0ReTtXmSVOEaEteOzwXegwpwwH8pIYPqGnyjWl1olnsvOnEpXXrdpI+U2Qggh7Isk9KLelRj0vLRzqTK+Iaw9Y5t3rvF8F1e8i6nU3G7QqXlP3HtOrHWMDY1KpcJryIPKOHfHT1aL5ZaW3Xi33wRlvONCLI9vWYTBaLRKPAaDkZjosvr5Nu0CrBKHEEIIUVOS0It697+jm4nOSQPATevIf/tOqHGpTWlmIjlbvlPG/pPeqvFcDZ1H37tAY95XUHw2Cl3yKavFMrVdX17qOVoZrz1/glf3LK/XDjyXnY/LoqRED4CPjwsBAW71HoMQQghRG5LQi3oVm5PO7MOblPELPUfXuKsNQNaqj8BgLtdwbt0f186jK7mj8dK4++Lebawyzt25wIrRwOOdh/Jwx0HK+KdTu/ni6JZ6j+PM6bL6+bbtAuQHQiGEEHZHEnpRb0wmEy/uXILOaADMnU/ua9evxvPps1MqrM77jX9FkrFKeA6YqrzO3bkAk5XKXMBcBvRK7xuZ0KKrcu39/Wv4PeZAvcZx5nSa8rpthJTbCCGEsD+S0It6s+TsIXannANAo1LzYf9JaNQ1/yuYtXZmWe18i16yOl8Fbl1uRO1uPjRJn5lA0en6XxEvT61S8+mg2+kf1FK59vz239mWHF0vzy/I15GYYO60pFJB67ayIVYIIYT9kYRe1Iv80hLe3btKGT/YcSAd/UJqPJ8hL4PsjV8qY79x/5bV+SpQaR3x7DtZGedut97m2MucNFq+HT6VCO9AAPQmIzM2LuBEZnKdPzs6OoPLZfvhzXxwcZGzC4QQQtgfSehFvfj88EZSi/IAaOLiwb+6jajVfFl/f46pxHwokWPTzrh1G1frGBuL8mU3efv+wFhi/cOdvJxcmD/qfoJczQc65ZeWMHXdXJLys+v0ueXbVUq5jRBCCHslCb2oc2dzMvj2+HZl/O9eN+Lu4FTj+QwF2WSvn62M/ca9jKoWpTuNjVPznjiGtAfAVFJA/sEVVo7ILMTdm/mjHsDj0t+N1MJcpq37kTxdcZ08z2QyVayfl3aVQggh7JRkQaLOvRm1ktJLG2F7BoQzqVW3Ws2XveF/GItyAXAIisC99221DbFRUalUePQpO0k3f+9vVoymova+QXw3YhoOlw4GO52dymObF6G/9PfHklJT8sjNMZ9S6+LiQNMwL4s/QwghhKgP2trcvG/fPg4cOEBaWhqFhYXX7CGtUql49913a/MoYac2JJxiQ6K537kKFW/1HY9aVfOfI40lBWT9/Zky9hv3kpwKWwMekbdzcenrABQcXo2hKBeNi6eVozIbENyKjwZM4plt5h80NiWd5u29q3izj2XLqk4eL1udb9PWH41G1jeEEELYpxol9GfOnOG5554jJiamwvXLCX35zYkmk0kS+kaq1GjgzaiVyviutr3o6t+0VnPmbP0RY775VE+tf3M8+kyu5A5xNY7BETiFdaUk4TAmfQkFB1fg2f8ea4eluK11T2JzMph9xHxmwfcndtDKK4Bp7fpa7Bknjqcqr9t3DLTYvEIIIUR9q/aSVFpaGvfddx/R0dG0atWKqVOnYjKZcHFx4dFHH+WOO+4gLCwMk8mEt7c3jzzyCI8//nhdxC5s3MLTUZzNNR/a4+nozIs9atdW0mTQk7V2pjL2HfMcKq10Jakpjz53KK/zon61YiRX9389RnFTs07K+NXdy9maZJl2lvn5JZyPzwLM7SrbdWhikXmFEEIIa6h2Qv/DDz+QmZnJoEGDWLp0Kf/+978BcHV15emnn+att97i77//5s033yQvL48TJ05IQt8I5ZeW8Omh9cr4iS7D8Hdxr92c+5egz4gDQO3mi+ege2s1X2PnHnm78rrw2N8YCrKtF8xVqFVqZg2+gy5+oQAYTEYe2fwz0dlpldxZuVMn0pR2lc2a++Lm5ljrOYUQQghrqXbJzbZt21CpVPzrX//CweHaq6N33nkneXl5fPLJJ/z8889MmTKlVoEK+/Ll0S1cLDa3Qwxx8+L+9v2rdX9ebjFpaflczCgkJ7uY4uJSLu46hcH1MTSmUjxa9iR1Txpe3s74+rnSJNADrVZqoKvDsUkrnJr3pCRuPya9jvyDf+I10LZ+SHLROvLDyHsZu2IOKYW55OqKuW/9XFaMfRxfZ7caz3uyXLlNh46yOi+EEMK+VTuhT05ORqPR0L59e+WaSqWitLT0is/eddddfPrppyxbtkwS+kYktTCXb45vU8Yv9LgBl0pKYwoLdJw8kcbpU2nEx2WRlVl0lU/1gMvdLhOBxOPKOxqNisAgD8Kb+dA2wp9WbfzlkKAq8Ii8nZK4/QDkR/1mcwk9QJCrJ3NH3svEVV9RpC8lPi+TBzfO55fRD+Koqf42IL3ewOnTZf3n23eS+nkhhBD2rdr/GqpUKtzd3StsfHV1dSU/Px+DwYBGU9ZxxN3dHXd3d+Li4iwSrLAPnx5cT5He/ANeB99gJrbsftXPGQxGThxLZc+u88REZ2A0Xr1LUlUYDCaSk3JJTspl98541GoVLVr60q1HCJ27BOMqJRVX5dH7djJ+fQmAwhMbMBbloXbxsHJUV+rkF8rswXcxY+MCTJiISo3jtT0reL//xGrPdTYmE12JuQ2mn78rTZrUrhRMCCGEsLZqJ/SBgYEkJCRgNBpRXzrMJzQ0lOjoaE6fPk2HDh2Uz+bl5ZGbm4uTU80PERL2JTo7jUXRe5XxK71uRPOPQ590OgM7t8exbctZ8nJLrjqP1kFNcLAHfv5ueDoUUrxpJg6mYlCZ8B73OqWOPuRkF5OTXUxaaj6ZmYUV7jcaTcTGXCQ25iLL/jhGh46B9B/UnJat/Cr8MNrYOQQ0xym8GyXnD2HS6yg4ugaPcrX1tmRMs4681HM07+1fA8CC03vo5BvClHZ9qjVPhe42HQLl74MQQgi7V+2EvkWLFsTFxREbG0ubNm0A6NWrF2fOnOH777/nk08+UT47a9YsAFq1amWhcIWt+2D/WoyXdhsODmnDkNC2ynsGg5HdO+LZsD6G/LwrE/nwZt507BRE67b+BId4KjXxKd9PJ7dkGQBuPSYQOvbKBK6wUEdSQg4xMRc5cyqdpMSccs81cfRICkePpBAU7MGAwS3o2aup1Nxf4t5jAiXnDwGQf+BPm03oAR7rPIQTWRf48+xhAP6z+0/a+gQSGdi8SvcbjSaOHb2gjDtIuY0QQogGoNoJ/YABA9i4cSObNm1SEvopU6bw66+/smrVKs6cOUPbtm2Jjo4mOjoalUrF5MnSK7wxOJKRyJrzZXXt/+41RnkddzaTpX8c5UJyXoV7PDyciOwbTmS/cHx8XK6YU599gdydPytj3xufv+qzXV0daRMRQJuIAG68uR25OcUcOZTMoYPJnI/PVj6XciGPPxYfYcPf0Qwf2ZpekWGNPrF37zGBi8veBKDg8CpMeh0qrW2WKKlUKj4ecCux2ekcy0xGbzLy0MYFrBr/JCFulZ/0ej4+Szkd1s3NkRYtfes6ZCGEEKLOVTuhv+mmm0hMTMTV1VW51rJlSz744ANeffVVJZEH8z++9913H7ffbrsrfsJyPj64Tnl9c/POdPILpbTUwKoVJ9mxLa7CZ728nRk+sg29+1w/oc5e/wUYzPX4zq3749Kmat1yPL2cGTikJQOHtCTlQh47t8exf18ipTpz7XR2VhFLfjvKpvUxjLm5Hd16hDTa0gvHsC5o/Zujz4jDWJRD4aktuHUaZe2wrslF68h3I6Zy0/I5ZJYUkFGcz4yN8/n9xocr3Xx99EiK8rpj5yA5HVYIIUSDUO2E3sfHhxdffPGK6zfffDP9+vVj69atpKam4u7uTv/+/WnRooVFAhW2bX9aPBsTTwOgQsWz3UaSciGPhfMPkHKhbFXewVHDyFFtGDikBQ4OmmtNB4BRV0T25m+Usc+Yf9UotqBgDybd3pkbx7Zjz854tmw6S0GBDoCsrCIWLTjIzu1xjLulA+HNfGr0DHumUqlw7z6e7HWfA5B/cLlNJ/QATd19+GrY3Uxe+z0Gk5HDGYm8tHMJnw2645o/mJlMJo4eLiu36dw1qL7CFUIIIepU9Xu+XYevry+33HKLJacUdqL86vyEll3RnTcye+F2ZUUcoF37Jky8rRM+vq5Xm+IKebsXYcy/CIDWrxnuPSbUKkYXFweGjmhNv4HN2bUjni2bYinINyf28XFZzPlsBz17NWXshA64udtmyUldce8xQUnoCw78iWnK5zb/jUX/4Fa8ETmWV/csB+CP2IN08gthRsdBV/18YkIO2Vnmdqgurg60buNfb7EKIYQQdUm+bxa1tjvlLNuSYwBQo2JwdgTz5+5Xknmtg5qJt3Xi/hm9q5zMm0wmstfNUcbeIx9Hpb7+in5VOTlpGTq8FS++Moyhw1tVKLvYvy+Rj9/fzIH9iZhMNW+jaW9c2g5E7WauJ9dnJSm96W3dfe37cWebXsr47b2r2JYcfdXPll+d79gpUMpthBBCNBhVXqHX6XSsX7+eY8eOkZ+fj6enJ127dmXYsGFotRZd6Bd2xGQy8dEB8+q8ygR35PZh35Ek5X0/f1fufaA3QcHV621edHorJQnmTiYqR1e8Bj9guaAvcXZ24KZx7enTL5y/lp/k2FFzfXVBgY5fFhzi4L4kJt3R5aqbdRsalUaLe7ex5O74CTB3u3Fu0auSu6xPpVLxbr9biM5O40D6eYwmE49uXsSa8U/S1L2sfMpkMnH0SFlC36lLsDXCFUIIIepElTLxAwcO8PTTT5ORkXHFe6GhoXzxxRdERERYPDhh+3ZeiGVP6jnURhUDEtqhzin7K9W6jT9T7u1Ro0OdstfNVl57DpiKxq3uatv9/N2Y9kAvTp5IZelvR8nOLgbg9Kl0Zn64hYm3daZ7z9A6e76tcOs+TknoC46sxv/Wt60cUdU4abR8O3wKNy2fTWpRHtklhTy86WeW3PQITpdOkk1MyOFihvmsAicnLW0jpNxGCCFEw1Hpd86pqak88sgjZGRkYDKZUKlU+Pqav5o3mUwkJiby0EMPkZeXV8lMoiGadXgjaqOKwfHtCcvxU673igxj+sORNUrmSzPiyT/wpzL2HvmERWKtTPsOgTz74lAGDGrO5fLx4mI9ixYcZOH8AxQVldZLHNbi2nEkaMxdYkriD6LPvlDJHbYj0NWTr4dNQasy/y/tcEYir+9Zobx/cH/Zt0adugSh1VqmfEsIIYSwBZUm9PPmzSM3NxdPT08++OADDh06xI4dOzh06BD/+c9/cHZ2Ji0tjd9//70+4hU2ZH9aPLsunKX/+QhC8sr6eQ8c3ILb7uxS4xrl7A3/A5MRMCeZTqEdKrnDcpydtUyY1IlHn+yPr19Zvf+hA8nM/Ggr52Iv1lss9U3j4olL24HKuODoGitGU329ApvxauTNynjB6T38Fr0fg8HI4YPJyvXG8G2LEEKIxqXSjGvnzp2oVCpeeeUVJkyYgKOjecXVycmJKVOm8OSTT2Iymdi+fXudBytsy+zDm+iT2Ibw3LLyhRGj2jDulg6o1TXrkGIsKSBny3fK2HvUk7WOsyaat/DlmecH0ysyTLmWnVXE1//bzeYNMQ12w6xblxuV1wWHV1sxkpp5oH1/xrfoooxf2rWUDfvPkHfpZGIPDyfpbiOEEKLBqTShT0hIQKVSMXr06Ku+P2aM+TTQxMREy0YmbNqJzGTS9xbRMitQuTZoaEtuuLFtrdod5u5cgLEwGwCHJq1w63JTbUOtMWdnLXdM7srU+3ri6mouRTEaTaxaeYp5P+xrkCU4bl3KTvctPL4ek96+fo0qlYqPBtxKW+8mAJQY9Cxcv095v2v3kBr/sCmEEELYqkoT+oKCAnx9fXFycrrq+6Gh5q+vCwsLLRuZsGlfrdhBx/Sy1evIvmGMHd++Vsn8la0qn0Cltn5rwc5dg3nm/wbTrHnZxtwTx1KZ9fE2EhNyrBiZ5TmGdEDrFw6AsSiHothdVo6o+twcnPhm2BTctI5ojGp8Lror70m5jRBCiIbIYtlSQy1BEFfadigWx0NlP+CFtvZk0u1dan0QUdHJTeiSTwCgcnbHc9B9tZrPkry9XXjkiX4MGlJ28nFmZiH/+3wH+/c2nG+nVCoVbp3LVuntsewGoLV3Ez4ZdDuhub44GM2dbrSeKpqGeVk5MiGEEMLyrL/8KexKdnYRyxedQH3pr06pRykPT+9vkTKG7I1fKa89B0xD4+JZ6zktSaNRM+6Wjky9rydOTuYkUa83snjhIf5afgKjsWH8UOvWtVwdvZ1tjC1vbPPODNG1U8YHXeLZfiHGihEJIYQQdaNKfehzcnKYNm1ajT+jUqmYN29e9aMTNsVgMDL3x72odObkvUir49YpnXB2rv3BYvrsC+QfLNeqcvgjtZ6zrnTuGkxQsAc//bCP1NR8ALZsOktqaj53T+2Os7ODlSOsHdf2w1FpHTHpdegSjlCamYiDb1Nrh1VtWZmFGFPNr02YiPVJ5fHNv7BmwlOEuMlKvRBCiIajSplYaWkpUVFRNf5MbUoxSktL2bdvH1u2bCEqKoq4uDh0Oh0+Pj50796de+65hz59+tR4flF1a/46RfL5XACMmMjsms3Qtm0tMnfOlu/BoAfAJWIwTqEdLTJvXQlo4s7jzwxg0fyDnDyRBsCpE2nM+WwH903vjX+Am5UjrDm1szsuEYMoPL4BMB8y5T10hpWjqr69UQlcrgTM9Mqn0LGEwpISHt+8kN9ufAitWnrRCyGEaBgqTegnTpxYH3Fc0969e7n//vsBCAgIoHfv3ri4uBAbG8vatWtZu3Ytjz32GE8//bRV42zoThxLZcums8r4SFA8Lw4ZaZG5TQY9OVu+VcZewx62yLx1zdnZgXun92bNX6fYvDEWgLTUfGZ/tp1p9/ekVWv7bY/o1vlGJaEvPL7e7hJ6o9HEvqiyvQ03Dm3PurgjGE0m9qbF89GBdbzca8x1ZhBCCCHsR6UJ/XvvvVcfcVzT5ZaZ06ZNo1evXhXeW7VqFc8//zz/+9//6NOnD3379rVSlA1bfl4Jv/1yWBkneWSia13CsKaWWZ0vOLQSfaY5+dJ4NsGj1ySLzFsf1GoVN41rT1CwB78vPoJeb6SosJTvvtrD7Xd1pUcv+ytVAXDtNEp5XXhiIyajAZUdrWhHn0knO6sIADc3R24Z2JkLPll8cGAtAF8c3UyfoBYMbxphxSiFEEIIy7D5TbH9+vXj888/vyKZB7jpppuUbxCWL19e36E1CiaTiT9+O0JBgQ6AQocSdoWdYUanQahVlvnrk72pbDOs1+AHUGkdLTJvferRqymPPNEPDw9z9x+DwcQvPx9iw9/RdtkByjG0IxpP8xkDxoJMSs4fsm5A1RS1O0F53aNXKFqthse7DGFISBvl+tNbF5Nc0LDajgohhGicbD6hr0yHDh0ASE1NtXIkDdPB/UkcP1r2e7u7aTQe7k5MatXdIvPrUmMoPLbOPFCp8BpiX6Ud5YU38+GJfw0kMMhDubZ29Wl+X3wEg8FoxciqT6VS4dpxhDK+XH5jD3Jyijl+NEUZ9+5j7quvVqmZNfhOAl3N3ZOySgp5fPNC9EaDVeIUQgghLMXuE/q4uDjAXF8vLCsnu4hlfxxTxtG+F0jxyGZau764aC3TySVn0zfKa7cuN+IQ0Nwi81qLj48Ljz3Vn9Zt/JRre/ck8ON3eykutq9TV107lEvoT6y3YiTVs2dnvNJCtHkLX4KCy37A8ndx54shd6G+tFH/cj29EEIIYc/sOqFPT09n6dKlANxwww1WjqbhWfbHMYqLzZ1n8h2LORh8DieNlnvb9bPI/EZdMTnb5ypjr2G226qyOlxcHHjgoT70LFc/f+ZUOl/O3kVOdpEVI6se145lm56LTm/HqLP92PV6A7t3xivjgYObX/GZvkEt+b/uZf+/+OLoZjYmnq6H6IQQQoi6UfsG4lai1+v5v//7P/Ly8ujXrx/Dhw+/6ueWLFmiJP2VOXnypCVDtGsnjqVy/Fj5Upsz6DVG7mjVC38Xd4s8I3/vbxjzLwKg9WuGW5eG03VEq1Vzx91d8fFzYf3aaAAuJOcyZ9YOHpgRSXCIbR2adTUOvk1xDG6H7sIpTPoSiqJ34NbRMp2N6srhgxfIzzfv9/DydqZj56Crfu7xLkPYnXKWLcnmP5unty5m7YSnpT+9EEIIu2S3Cf3rr7/Orl27CA4O5qOPPrrm55KSkirtoS8q0ukM/Lm0rNQm1ieVNHdz//mHOg602HOyN32tvPYe9pBddVGpCpVKxQ1jIvD1deX3xUcwGk3kZBfz5eydTHugF63b2H5bS9cOI9BdOAWY6+htOaE3mUzs2HZOGfcb0ByN5upfQl6upx+9/HNSC3OVenrpTy+EEMIe2WVC/9///pfff/+dgIAA5s6de936+dDQUCIjI6s078mTJ8nLy7NUmHZrw7posjIvlVc4mjgUbE6SRjRtR2vvJhZ5RnH8IYpjdpkHGgc8Bz9gkXltUa/IMLy8nPnpx/2UlOgpLtbz/ddR3Hl3V7r1CLV2eNfl2nEE2Ru+AKDwhG1vjD0fn01igrlrjVarpk/f8Ot+/nI9/R1rvpX+9EIIIeya3SX077//PvPnz8fX15e5c+fSvHnz635+0qRJTJpUtb7mU6dObfSr+Wmp+WzdFKuMDwXHUaI119E/2HGAxZ6Ts7lsM6xHr0loPS3zg4KtahMRwKNP9ueHb/eQm1OCwWBk4fyD5OQUM3hoy1qdplyXXNoNBZUaTEZK4g9gyL+Ixt2v0vusYfOGGOV1tx6huLlX3v70cj299KcXQghhzyrdFGtLPbQ//PBDfvzxR7y9vfnxxx9p3bq1tUNqcFYuP4HBYP4zdw3UcsIzCYBWXgEMDLbM77expIC8XQuVsb2cDFtbIaGePP70QAIDy/Yg/LX8JMuXHle6stgajasXzi0vfcNlMlF4cpN1A7qGlAt5FfZ8DB7assr3/rM//b+2/UpqYa5F4xNCCCHqUqUJfb9+/XjhhRdYtWqVVctRPv74Y77//nu8vLz48ccfadeundViaaiiz2Rw6kQaACoV7As9C5cWju9t19diq8h5Ub9hLDb/XXIIaotLxGCLzGsPfHxcePSp/rRo5atc27Etjp/n7adUZ5v90F07lG04Lzy1xYqRXNvmjWWr8x07BVZoVVkZtUrN50PuJNDFfM/F4gKe2fYrRpN9nR0ghBCi8ao0oc/NzWX58uU899xz9OvXj2nTpvHDDz9w9uzZ+ogPgJkzZ/Ltt9/i6enJDz/8oBwmJSzHaDTx1/ITyjisoxeH9OcBcNM6cnvrnhZ7Vs6W75XXXoOn22y5SV1xdXXkwYf70KVbsHLt6JEUvv1qN4WXTuS1JeV/4Co6vdWKkVxdZmYhhw4kK+NhI6v/TZKfszuzBt+J6tJPsNuSY/jyqO39WoUQQoirqbSGfteuXWzdupVNmzaxY8cOoqKi2Lt3Lx999BFhYWEMGzaMoUOH0rt3b7Ray5fkb9iwga+++gqA8PBwFixYcNXPtWzZkoceesjiz28sDu5PIjnJXGbg4KDmaNB5MC/Wc1vrHng4OlvkOSVJJyiO2WkeaLR4DphqkXntjYODhrun9sDL6wTbtpg3Hcedy+J/n+/kgYcj8fV1tXKEZVza9AeNFgx6dInHMORloPGwnQ49WzbGKiVLrVr7Ed7Mp0bzDAxpzeNdhjDnyGYAPjrwN/2CW9Ij4Pqba4UQQghrqzQD9/LyYty4cYwbNw6DwcCBAwfYuHEjW7Zs4ezZs8ybN4+ffvoJNzc3Bg4cyNChQxk8eDC+vr6VTV0lOTk5yutjx45x7Nixq34uMjJSEvoa0ukMrFl1Shn3GBDKs+nblfG97S1zkBRAztay1Xn37uPRegVabG57o1arGHdLR7y8Xfhr+QlMJkhLy+eLz3bwwEORhDa1jZ7oaic3nJv3ojh2NwCFZ7bh0XOilaMyy8osJGp3gjKuyep8ec91H8XOC2c5kH4evcnIE5t/Yc2Ep/C00A+0QgghRF2o1pK6RqOhd+/e9O7dmxdffJGEhAQ2bdrEpk2b2LdvH2vWrGHt2rWo1Wo6d+7M0KFDGTp0aK3q3avTpUbUzK4dceRkFwPg7uFEdOAFDJnm+uEBwa1o622ZpNtYWkLujvnK2GvIgxaZ194NHtoSb29nFi04hMFgJC+vhC/n7GTafb1o2+7aLVnrk0u7IUpCX3Rqi80k9OvWRmMwmP+uNmvuQ5u2tfvmwEGtYc6Quxj95yzySks4n5/JyzuXMmfIXY2uNEwIIYT9qLSG/nrCwsKYNm0aP/74I7t372bWrFlMmDABb29vDh06xKxZs5g4cSLDhg3jzTffZMuWLeh0tlcj3JiVlOjZvLGsTeWwUa1YdG6vMr7PgqvzBQeWlTsZNhxXGz6kqL516RbCjEf74OLiAICuxMAP30axLyqhkjvrh2v5OvpTtlFbnpqax/69Zb8/Y25uZ5GkO9zDlw/6ly0i/HnuML/F7K/1vEIIIURdqVVCX56bmxujR4/m/fffZ/v27SxevJiHHnqItm3bcuHCBRYtWsQjjzzCN998U/lkot7s3B5HQb75hyxvHxfSg3K4WFwAQIibF6PC2lvsWRU3wz7Q4E6Gra2Wrfx49Mn+eHubyzuMRhO/LjrMhnXRVm8f69JmAFz68ypJPIKhIMuq8QD8vfoMl39b2kYE0Kq15frjj2/ZlTvb9FLG/9m9nNicdIvNL4QQQliSxRL68lQqFV27duVf//oXf/75J1u2bOH1119nyJAhuLi41MUjRQ0UF5eypdzq/IhRrVkUU7Y6f0/bSLQWSrp1abFlJ42q1HgOvM8i8zY0QcEePP7MQIJDytourl11miW/HVVKS6xB7eKBU7Me5oHJRNGZbVaLBeB8fBZHD19QxqNvsvxBUG/3GU8rL3PJU6Fex+ObF1Fi0Fv8OUIIIURt1UlC/0+BgYFMnjyZr776iunTp9fHI0UV7NgWR2FhKQC+vq74RjizK8XcjlSjUnNn294We1bu1h+V126dR+PgF2axuRsaLy9nHn2yP63blNWD79l1np9+3I+uxHoJpWu7Icpra5bdGI0m/lxStjm+c5cgwsK9Lf4cVwdH/jdkMo6Xfqg9lpnMe/tWW/w5QgghRG3VS0IvbE9xcSlbN5edJTDihjYsji2rEx4Z1o4gV0+LPMtk0JOzfa4yls2wlXN2duCBhyLp0TNUuXbyeCpf/283+fklVompfD96ax4wtX9vIgnnzd2vtFo1N42zXFnYP3X0C+GV3jcp4+9O7GBDwqnr3CGEEELUP0noG6k9u85TdGl13s/flU7dAyts/Lu7baTFnlVwZBWGbHN5hMYzELeuN1ts7oZMq1Vz5z3dGDailXIt4Xw2X8zawcWMgnqPx6XtQFCZ/5dRcv4QhsKcSu6wvKKiUlavPKmMBw9riZ+/W50+84H2/RkZVtap61/bfiO1MLdOnymEEEJUhyT0jZBeb2DblrLV+aHDW7Eh6ZSyGTbY1YuhoW0t9ryczd8prz0H3YdK62CxuRs6lUrFjWPbc8utnbjcwOViRiFzZu3gfHz9bkzVuHrhFN7NPDAZKTqz/bqfrwt/rz5N/qVN3F5ezgwfUbu+81WhUqn4dODtBLqY9zVklhTw9NZfMRitt6dBCCGEKE8S+kbo4P4kcnPMZRseHk706NWUn89EKe9PbtsbjdoyfzVKMxMpOFJWd+w1+AGLzNvY9B/YnGn390LrYP5zKcjX8fX/dnPieGq9xuESMUh5rZz4W0/izmayc3ucMr5pfHscnSx/OvXV+Dq78fngO1Fh/qlq+4UYvj5u3Y3BQgghxGWS0DcyRqOpQt/5gUNakFyczbbkGADUKhV3lWvXV1u52+eBybyS6dJ+GI6Bdb+i2lB17BzEw4/1w9XN/A1Hqc7AvO/3smdXfL3F4NKmv/K6KLr+EvpSnYFffzlc1qayXQDduofU2/MBBoS05okuQ5XxRwf+5khGYr3GIIQQQlyNJPSNzMnjqaSnmUtrnJy09O3fjEVnylpVDguNIMTd2yLPMhmN5Gz9QRl7DZEOR7XVrLkPjz81AF9fVwBMJvjj16OsWXUKo7Hue9W7tBmgvC4+G4VJXz8Hxa1dc5qM9LK/t7fd0cUqJ7c+230k3fzNHZpKjQae3LqYwlI5LE8IIYR11SqhN5lMpKenk5GRgVHqSe1C+dX5vv3D0Tqp+TW6/GZYy7WqLDq9FX1GHABqNx/ce0y02NyNWUATdx5/ZgChTb2UaxvXxTDvh30UFZXW6bO13sE4BLQAwFRaTHH8wTp9HkBMdAbbynVkunl8e7x9rHOehYNaw+whd+KqdQQgNiedt/b+ZZVYhBBCiMtqlNDHxcXx9NNP06NHDwYPHsygQYPo1KkT48eP59NPPyUxUb6GtkXn47OIjzNvpNRoVAwc0pINCadIK8oDINDFgxHlunnUVu72ecprjz53oXZ0ttjcjZ2HhxOPPNGPiPYByrWTx1OZPXM7qSl5dfps59ZlZTfFMbvq9Fl5ucUsnH9QKbVp09afPv3C6/SZlWnh6c/bfccr4wWn97A2/rgVIxJCCNHYVTuhj46O5vbbb+fvv/+mqKgIk8mEyWTCaDRy5swZvv32W8aMGcMbb7xBcXFxXcQsamjntjjldbfuoXh5OVdoVXlHm14WOxnWWJxP3r4/lLHXwHstMq8o4+Sk5b7pvRkyrKVyLSO9gNmfba9wiqqlubTpp7wuit5RZ88xGk0sWnCI/DzzBm53d0fuvLubVUpt/umO1j25uXlnZfz8jj+klaUQQgirqXZC/8knn5CXl4ezszOPP/44v/76K5s2bWLZsmW8/fbbDBgwAKPRyOLFi7n99tu5cKHuEgtRdXl5JRw+lKyM+w9qTkZRfoVDcm5v3dNyz9v7O6YSc82zY2hHnFpYbqOtKKPRqLl5fAfuntYDB0fzD2O6EgPz5+5n1YqTGAyWL4UrX0dfFL0Tk6luavfXrj5NTHQGACoV3DWlO55etvEtj0ql4v3+E5XD17JKCnl2228YTVJ6KIQQov5VO6Hfv38/KpWKd955hyeffJIuXboQHBxMu3btuP322/nuu+9YunQpHTt2JDo6mhkzZqDTyaYxa9uzKx6DwZx4NWvuQ1i4N8vOHkJ/KQHp3aQZLb38Lfa88uU2ngPvtYlV1YasW/cQnnh6AL5+rsq1zRtj+XL2TjIvFlr0WY6hHVG7mBNZQ04KpennLDo/wL6oBDatj1HGw0e1oW1EwHXuqH8+Tq7MKtfKcktyND+cqN9WnkIIIQTUIKHX6XQ4ODgwevToa34mIiKCn3/+mc6dOxMbG8u8efOu+VlR9wwGI7t3lrU27D+oOUCFcpvb21hudV6XFkvR6a3mgVqDZ7+7LTa3uLbgEE+eenZghbr68/HZfPbxVg4dSLLYc1RqDc6t+irjYguX3USfyeCPX48o43YdmjBqtOUOOrOkAcGteLTzYGX87r7VnMhMvs4dQgghhOVVO6EPDAxErVaj0Vy/1trJyYl///vfmEwmVq5cWeMARe0dPZJS4SCpzl2COX4xmeOZ5nIoJ42Wsc27WOx5uTvmK6/dOo9G6x1ssbnF9bm6OnL/g5HcNK49arV55bi4WM/C+QdZvPCQxbrg/LPsxlLOnc1k7vd7lW+TgkM8uHtqD+XXYoue7z6Kzn6hAOiMBp7Y8gtF+rrtNiSEEEKUV+2Evm/fvpSUlLBrV+XdLbp3746zszPx8fV38I24UvnNsH37N0OrVVdYnb+xWSc8LdSBxmQ0krv9J2XsKZth651arWLo8FY8/o8SnP17E/nkg80WOV22wsZYC3W6iY/L4odvoijVGQDw8nLm/gcjcXaun9Nga8pRo2XOkLtw1pgP/DqTncY7+1ZZOSohhBCNSbUT+hkzZuDo6Mh///tf8vKu3x5Pr9ej1+txdXW97udE3UlNySPuXCZgTvT69g+n1Ghg6dlDymfusOBm2KLTW9BfNP8Ap3bzwa3bOIvNLaonLNybZ54fRPeeocq13JwS5n63l18WHKQgv+Z7W5xb9oFLHZF0SccwFGTXKtaTx1P55n+7KCnRA+Du4cRDj/W1Wr/56mrlFcAbfcYq47knd1XYcC6EEELUpWon9EuWLGHixInExsZy9913c+TIkWt+dtWqVej1enr3ttxhRaJ6onafV1537BSIh6czmxJPc7HY3IEmyNWTAcGtLPa8Cr3n+05G7eBksblF9Tk7OzB5Snem3t8Td3dH5fqB/Ul8+O4mdmw9V6NOOGpnd5zCupoHJhPFsbtrFJ/JZGLXjjjm/bCP0lJzHG7ujjz0aB8CmrjXaE5ruadtJKPDOyjj57b/TnpR3Z4JIIQQQgBU+7vsL7/8EpVKhUqlIiYmhjvvvJMePXowatQoOnTogLe3N1lZWezYsYOffvoJX19fnn322bqIXVRCrzewf1/ZIV+Rlw7kKX8y7G2te6BR1+rAYIWxKI+8veV6zw+6zyLzitrr3CWYlq38WL70OAf3mzfIFhWV8ufS4+zZfZ6bx7enbURAtboRubTpT0n8AfNcMbtw6zKmWjHpSvQs/f1Yhb+jPr4uPPiw/SXzYG5l+dGAWzmUnkBqUR4Zxfk8t/135o28T7o8CSGEqFPVTujHjh3L6dOnOXfuHHq9+evx/fv3c+DAgSs+6+HhwQsvvICHh0ftIxXVduxoKoUF5s15Pj4utGkbwMXifNYnnFQ+Y9He8/t+x6Qzt0h0bNoJp2Y9LDa3qD03N0cmT+lOtx4hLF96nIsZ5j+rlAt5fP91FM1b+DBqTASt2/hVKQF1btUH1s8BoPhsVLViiY25yO+LDysxAISEevLAjEib6TVfE77ObswcdAd3//09ABsTTzPv1G7ua9+vkjuFEEKImqt2Qv/xxx8D5vaV0dHRnDp1ipMnT3Lq1ClOnz5doa4+NzeXl19+GQA/Pz8iIiJo164dERERyn+i7kTtKiu36dUnDLVaxbKzh5Xe8z0DwmnlZbne3rnbyvWeHyC9521V+w6BtGnrz7bN59iwLhrdpU2oceey+PbL3TRr7sOAwS3o3CUIjeba3944t+qjvC4+txeTyVTpn3lWZiFrV5/mwL6KbTR7RTZl4q2dlcOx7Nng0DY81HEg3xzfDsDbe/+iX1BLInwCrRyZEEKIhqrG7SMcHR3p2LEjHTt2rHA9MTGRU6dOKf+dPHmSpKQkMjIyyMjIYOdOc4s7lUrFiRMnahe9uKaLGQUVTtns3ScMgKWxh5TPWHJ1XpcaQ9GZbeaB9J63eVqthmEjW9Ojd1M2rosmavd5pVVkfFwW8XFZeHo50bN3GF27hRAc4nFFsu4Q0BK1ux/G/IsYC7IoTY3BMajNVZ+XciGP7VvPcWBfInp9Wc2+s7OW8RM70rN30wb1A+CLPcewLTmGk1kplBj0PLFlESvHPYGTxrY79gghhLBPFv/XpWnTpjRt2pSRI0cq1/Lz8yus5J88eZKYmJjrzCJqa++eBOV1RPsmeHu7cC43g0MZ5usOag03t+hssedV7D0/Bq13kMXmFnXHy8uZibd1ZujwVmxcH8PePQkYjebEPjenhE3rY9i0PoaAJm5EtGtCq9Z+NGvhg7u7EyqVCueWvSk8sgYwl91cTugNBiPJSbnERGdw5NAFkhJzrnh2x06B3HJrJ7y87aOTTXU4abR8MXQyNy6fTYlBz8msFD7Yv4bXIsdWfrMQQghRTfWyXOTu7k6vXr3o1auXcs1gMNTHoxslo9FUcTNsX/Nm2GXlWlUOC22Lj5Nl2omajEZyd0jveXvm4+vKrXd0YdTotuzeFc+enefJyytR3k9PKyA97Rzbt54DzJ1oAgLccSy6C5VrS1SY0GzMx3RyL5kXC7mYUaB0rfmnsHBvbhrXnlat/erl12Ytbb0Dea33zbyy+08Avjm+nSGhbRkSapun3gohhLBfVvv+t7KTZkXNnY29SE52MWDeCNm+QxNMJhPLzh5WPnNLy24We17Rqc3oL5rr9dVuvrh1k1VIe+Xp5cwNYyIYPrINp0+mcfhQMieOpSp19pcV5OsoyM8EfMBptPniReDi1Q+t0mhUtO8YyKDBLWje0rdBlddcz7R2fdmYeJoNieae9P/a9hvrb3kGX2c3K0cmhBCiIZGCzgboQLnV+a7dQ9Bo1BzNSCI2Jx0AN60jo8LbW+x5OeV6z3v2u1t6zzcAWq2ajp2D6Ng5CJ3OQGxMBmdjLnI2NpOUC7nXXH0vz9vHheYtfIho14QOnQJxcXGoh8hti0ql4pOBtzHqz89IL8onrSiP/9vxB98Nn9pofqgRQghR9yShb2B0OgNHDl9Qxj16mU8JXXr2oHJtTLOOuGgdr7i3JgxFueTvK+s9L+U2DY+jo4b2HQJp38HcpcVoNJGdVcTFi4UUFuhIWPAyhrwM1JQSfOt/CGzfBV8/V9zcLPN3zN75u7jzycDbmbbuRwDWnj/Bz2eimBLRp5I7hRBCiKqxzIlCwmYcP5aCrsRcHuEf4EZYuDcGo5E/z5Wd6GvJcpv8qN8w6YoAcGzaGadm3S02t7BNarUKXz9X2rT1p2v3EHq20dNet4YI3QZaaY4SFu4tyfw/DG8awf3t+yvjN/asJCY7zYoRCSGEaEgkoW9gypfb9OxlbgW4O/UcqYW5APg5uzEwpLXFnld+M6zXQOk93xg5tyzXjz52jxUjsW3/7nUjEd7mbzmKDaU8uXUxOoPeylEJIYRoCCShb0Dycos5cypdGXe/VG5TvrvN2OZdcFBbZkOyufe8+fAc1Bo8pPd8o+TcMlJ5XXxurxUjsW0uWgfmDJms9KI/ejGJjw+us3JUQgghGgJJ6BuQQweTMZlbiNOilS++vq6UGPSsijuqfGZSq24We17u9rLVebcuN6L1kpMwGyOn8G6gMW94LU05g6Egy7oB2bD2vkG83HOMMv7y6FZ2XIi1YkRCCCEaAknoG5DDB5OV1z16mlfnNyWeJkdnbmEZ5u5Dj4BwizxLes+Ly9SOzjiFd1XGskp/fQ906K/0ojdh4umti8kqKbRyVEIIIeyZJPQNRGZmIefjswHzpsVOXYKBiuU2t7TsZrEa96JTm9Bnmk+dVbv74S695xs15xa9ldfFsVFWjMT2qVVqPh14G75O5l70KYW5vLhjCabLX68JIYQQ1SQJfQNx5FBZq8o2bf1xc3OksFTH+oRTyvUJLbte7dYaydlWsfe8ykJtMIV9cmlVro7+rCT0lQl09eTjgbcq41Xxx/g1Zr8VIxJCCGHPJKFvII4cKiu36do9BIANiacoNpQC0Na7Ce18gizyLENRLvn7lyhjKbcRTuVX6OMPWDES+3FDeAemlutF/+ru5ZzLzbBiREIIIeyVJPQNwMWMAhITcgDQaFR06GTenLqy3GbYsc27WOx5+VG/lvWeD+ti3hQpGjXHoLaoLpWQGLIvoM++UMkdAuC1yJtp5RUAQKFex5NbFlNqNFg5KiGEEPZGEvoGoHy5TduIAFxdzeU2G8qV24xt0dliz8vZLr3nRUUqtabCD3bFcVI+UhUuWkfmDL5LaSV7KCOBzw5tsHJUQggh7I0k9A3A4SqU27T1tkxLSV1KNMXRO8wDjVZ6zwuFc/MeyuuSOCm7qarO/qG80OMGZTz7yCb2pJyzYkRCCCHsjST0di49LZ/kJPMpsFqtus7Lbcq3qnTrciNazyYWm1vYt/IJvdTRV8/DnQYxILgVAEaTiae2LianpMjKUQkhhLAXktDbuWNHUpTXEe0CcHZ2qLNyG5PRUCGh9xp4n0XmFQ2DU/OeymtZoa8etUrNZ4PuwMvRBYCkgmz+vWuZtLIUQghRJZLQ27njx8oS+s5dzb3ny5fbRHgHWqzcpvDkJvSZiQBoPPxx63qTReYVDYNjUASqSwmpPisJfU6qlSOyL8FuXnw4YJIy/vPcYZaUO0dCCCGEuBZJ6O1YTk5xhcOk2nUwl7+UL7e5ubnlNsPmbi/rPe/RV3rPi4pUGq1sjK2lm5t35q42vZTxK7uWcT4v04oRCSGEsAeS0NuxE8fKVkBbtvKr0+42hsIc8vdJ73lxfc7Nym2MjT9oxUjs15t9xtHcww+A/NISntq6GL20shRCCHEdktDbsfLlNh07m8tq6qrcJi/qV0ylxQA4hXXFuVk3i8wrGhan8htjZYW+RtwcnJgz5C60KvP/nvelxTP7yCYrRyWEEMKWSUJvp4qKSomNLjtVskMn8ymwdVduU7YZVlbnxbVI60rL6BYQxnPdRynjzw5tZH9avBUjEkIIYcskobdTp0+mYTCYO2CENvXCx8eFIn3dlNvoUs5QHLPTPNBo8eg32SLziobHMaQDKgdnAPSZCehz060ckf16rPMQ+gQ2B8BgMvLklsXk6YqtG5QQQgibJAm9nTpern7+crnN5qQzSrlNGy/LHSZVfnXerctN0nteXJNKo8UprKsyLpF+9DWmUauZNfhOPB3NPyCdz8/k1d3LrRyVEEIIWyQJvR3S6w2cOpGmjDteKrdZE39cuXZjs44WeZbJaCB353xl7DXoPovMKxquinX0ktDXRlN3H97rN1EZ/x57gD/PHrZiREIIIWyRJPR2KDb6IiUlegB8/VwJCvag1GhgfcJJ5TNjLJTQF57YWK73fABuXaT3vLg+52bdldclsjG21ia07Mqtrcp+T1/etZSk/GzrBSSEEMLmSEJvh44dLd/dJgiVSsXulLPkXKqvDXHzorNfqEWeVaH3fL+7UWkdLDKvaLjKnxhbLK0rLeK/fScQ7u4LQK6umKe2LsZgNFo5KiGEELZCEno7YzKZOH2yrNymQ0dznXz5cpvR4R1RqVS1fpahIJv8/UuVsZd0txFV4BTaATTmH/z0GXEYCrKtG1AD4OHozOwhd6K51MpyT+o5vjy2xcpRCSGEsBWS0NuZ1JR8srPNK/HOzlqat/DBaDKy5vwJ5TOWKrfJ21uu93x4N5zCu1ZyhxCg0jriFNJBGZckHrFiNA1HzybNeLrrcGX88YF1HEpPsGJEQgghbIUk9HbmVLnV+TYRAWg0ag5nJJFamAuAj5Or0uqutqT3vKip8j/8lZyXhN5Snuo6jJ4B4QDoTUae3LqYgtISK0clhBDC2iShtzPlE/p27c3tI8uX24wKa49Wran1c3QXTlMcs8s80Gjx6Cu950XVVUzoD1kvkAZGq9bw+ZA7cXdwAuBcbgZvRK20clRCCCGsTRJ6O1JcXErc2UxlHNEuAIA158vXz3e44r6ayN1Rtjrv3m0sWs8Ai8wrGocKCX2CrNBbUjMPP/7bd4IyXnRmb4UTooUQQjQ+ktDbkegzGRiNZafDeno5E52dRmyO+TROF60Dg0Pb1vo5JqOB3B1lveel3EZUV/nDpXSJxzAZ9FaMpuG5tVV3JrQo+z1+YccfJORlXucOIYQQDZkk9Hak/GFSEe0vrc6XK7cZGtoWFwu0lSw8vh59VhJwqfd85xtrPadoXDTuvmh9wwAw6UvQpZy2ckQNi0ql4r3+Ewlz9wHMrSwf3/ILpUaDlSMTQghhDZLQ2wmTycTpU1epny9XbjOmWSeLPCt321zltUf/e6T3vKgRp7AuyuuS+EPWC6SB8nR05ouhk9FeamV5IP08Hx9YZ+WohBBCWIMk9HbiQnIeuTnmbhaurg6EN/MhOT+bwxnmU1y1KjUjmkbU+jmGgizyD/ypjKX3vKgpp/Buymupo68bPQLCeaHnaGX8xdHNbEk6Y72AhBBCWIUk9HaifHebtu0CUKtVrC3Xe75fcEu8nVxr/Zy8Pb9g0pt/cHBq1qPCKqsQ1eEUXm6FXjrd1JlHOg1iSEgbZfz01l9JK8yzYkRCCCHqmyT0dqJC/Xw7c7nN+oSTyrXR4ZY5TKpC7/lB91lkTtE4VVihP38Yk8lkvWAaMLVKzWeD7yDAxR2AjOJ8ntn2K0aT0cqRCSGEqC+S0NuB4uJSzsdnKeOIdgHkl5awK+Wscm1kWLtaP6ck6QTFZ6MA82mfnn3vqvWcovFyCGiJytmcZBry0jHkpFg5ooYrwMWDzwffiQoVAFuTo/ny6FYrRyWEEKK+SEJvB87GZirtKkNCPXH3cGJrUjS6Sx0t2vsE0fRSt4vayN0+T3nt1m0cGne/Ws8pGi+VWo1T0/JlN4etGE3DNyikDY91HqKMPzzwN/vT4q0YkRBCiPpiFwn92bNnmTdvHs8//zxjxoyhXbt2REREsGbNGmuHVi9izmQor9u09QcqltuMDGtf62eYDHpydy5QxlJuIyyhYh29JPR17fkeo+gREA6AwWTk8S2LyCkpsnJUQggh6ppdJPSLFi3i3XffZcWKFZw7d67R1eJGV0joAzCajGxIPKVcs0RCX3B0rVISofEOxq3TDbWeU4gKrSsTJKGvaw5qDV8MuQtPR2cAEvOzeXHnkkb3/0whhGhs7CKhb9u2LdOnT2fmzJmsW7eOyMhIa4dUb3JyiklNMXes0GjUNG/py8H0RC4WFwDg5+xG94CmtX5O7va5ymvP/lNQabS1nlOIf26MFXUvzMOXDwfcqoxXxh3l5zNRVoxICCFEXbOLrO3222+3dghWU77cpnkLHxwdNWwoV24zomk71Kra/VxmyL9I/sEVythTes8LC3Fq2glUKjCZ0KWcwVhSiNoC7VXF9Y1t3pmpEX2Yf3oPAK/vWUGvJs1o5xNk5ciEEELUBbtYoW/MrlY/v87C9fO5uxaBoRQA55Z9cAqp/ZxCAKid3HAIvNQj3WREd+Hk9W8QFvNa5FgivAMBKDHoeXTTQgpLdVaOSgghRF2QhN6GmUwmoqPTlXHrtv4k5mdxMstc6+6o1jA4tM21bq+y8t1tPAdOq/V8QpTn1LST8rok8ZgVI2lcXLQO/G/o3ThrHACIzknjpV1LpZ5eCCEaIEnobVhaWj65OeZTW11cHGga5s2GhLLNsP2CWuLu4FSrZ5QkHKEk/gAAKq0THn2k97ywLMfQsoReJwl9vYrwCeTdfhOU8ZLYgyw8s9eKEQkhhKgLdlFDXxtLlixh6dKlVfrsyZO2VQ4Qc7qs3KZVGz/UapXFy21yyq3Ou/e8BY2bd63nFKI8p6ZlpxjLCn39u6NNL/aknmNx9H4AXtuznK7+oXTyC7VyZEIIISylwSf0SUlJREXZZ4eH6OiK9fMFpSXsvBCrXKvt6bAmfSl5O39WxtJ7XtQFp6adlde6pONWjKTx+m/fCRzOSOJUVgolBj0Pb1rI6vFPKu0thRBC2LcGn9CHhoZWuc3lyZMnycvLq+OIqsZgMBIbfVEZt27rz7bkGOV02AjvQMI8fGv1jIIjqzDkmWv0tb5Nce0wolbzCXE1Dk1aodI6YdKXoM9KwlCQhcat9icbi6pz0Try9bB7uGn5bAr0OuLzLvL89t/5etg9qFQqa4cnhBCilhp8Qj9p0iQmTZpUpc9OnTrVZlbzkxJzKCnRA+Dt7Yy/vxvrd5SV24wKt0C5zba5ymvP/lNRqTW1nlOIf1JptDiGtKfk/CHAXHbjGjHIukE1Qq28AvhowK08tmURAKvij/H9iR082HGglSMTQghRW7Ip1kadjSlbnW/V2h8TJjYmnlaujWxau4Ren5tGwZFVylh6z4u65Fiu040uSerorWV8y67c266fMv7v3lXsTztvxYiEEEJYgiT0NupsbKbyumVrX05kXiCtyFwO5OPkSveAsFrNn7drIRjM3wA4txmAY1Dt218KcS3SutJ2vBZ5M139zadL601GHt38M1mXTp4WQghhnySht0FGo4m4c+US+lZ+bEo8o4wHh7ZBo675H53JZCJn24/K2EtW50Udcwwt63SjS5SNsdbkpNHy5dC78bq0ITa5IIent/2K0WS0cmRCCCFqyi5q6I8fP86bb76pjGNiYgCYOXMmP/zwg3L9119/rffY6kJyUg7FxebVcy8vZ3z9XNkUVVZuMyw0olbzF5/bq/QDVzm64h55e63mE6Iy5TvdlCQdw2QyyWZMKwr38GXmoDt4YMNPAGxMPM0XR7bwZNdhVo5MCCFETdhFQp+fn8/hw4evuB4XF1f/wdSD8uU2LVr5kqsrrlDnOjS0ba3mz93yvfLao88daFw8azWfEJXR+jZF7eKJsSgXY0EW+uxkHHykD7o13RDegUc6DearY1sB+Ojg33T1b2qR06eFEELUL7tI6Pv06cPp06cr/2ADcTa2bENsy1Z+bEuOxnDp6/Cu/k3xd3Gv8dzG4nxy9/yijL0GT695oEJUkUqlwjG0E8UxOwHzibGS0Fvfiz1HczD9PHtS4zCaTDy2ZRGrxz1R65a4Qggh6pfU0NsYo9HEubPlN8T6sSmprH6+tqvzeXt/w1ScD4BjcDucW/er5A4hLKPixlipo7cFDmoNXw69h0AXDwCySwqZsXEBRfpSK0cmhBCiOiShtzEpF/IoKjT/Y+ru4YS/vyubyyX0w5vWrn4+Z0vZngPPwdOljlnUmwqtKxOPWjESUV4TVw++GT4Fh0vnUBzLTOalnUswmUxWjkwIIURVSUJvYyqW2/hyKjuF1MJcALwcXejmX/N2lSXJJ5WSBzRaPAdMqVWsQlRHhRX6JFmhtyU9mzTjrT7jlPEfsQeZe3KXFSMSQghRHZLQ25h/1s9vLNeuckgt21Xmbi1bnXfvPh6tZ5MazyVEdTmVb12ZfAKT0WDFaMQ/TYnow51teirjN6NWEpUaZ72AhBBCVJkk9DbEZDJxLvaf/ect067SpNeRu2O+MpbNsKK+aTz80XgFAWDSFVGadtbKEYnyVCoV7/S9pcKhU49s+pmUS98QCiGEsF2S0NuQ1JR8Cgp0ALi5OeLiq2V/Wrzy/tCmNd8Qm39wBYa8dAC0vmG4dhpVu2CFqIGKZTdyYqytcdY68M2wKfg6uQGQVpTHwxsXoLt0qrQQQgjbJAm9DTl3tqzcpkUrX3ZciEV/qV1lZ79QAi51oqiJnK1lvec9B92H6tIGOCHqU8WNsVJHb4tC3b35cuhk1Jc2zO9PP8/re1ZYOSohhBDXIwm9DYk/l6W8bt7Cl01J5cttar46X3oxgcJjf5sHKhVeA++r8VxC1IZTSHvlte7CSStGIq5nQEhr/t3zRmU8//Qefjq124oRCSGEuB5J6G1IXPmEvrlPhfr5obVoV5m7fS5cakHn2mEEDgHNazyXELXhWD6hTz5lxUhEZR7uNIgJLboq41d3L2dHcowVIxJCCHEtktDbiNycYjIzCwHQOqjJcy9SNqN5OTrTI6Bm7SpNRiM5W39Uxl5DZDOssB7H4PIr9Kek040NU6lUfDzwVrr4mU/0NZiMPLx5IXG5Fyu5UwghRH2ThN5GxMeXrc6HhXmz9UK0Mh4U0gZtDWveC09sQH/RvLFW7e6HW/cJtQtUiFrQuPui8QwEwFRaTGlGfCV3CGty0Try/YhpFU6SvX/9PPJ0xVaOTAghRHmS0NuICuU2LXzYVu6r7aG1qJ/P2fKd8tqz/xTUDk41nksIS6hYdnPCipGIqgh28+K7EdNw0mgBiM5J4/EtizAYjVaOTAghxGWS0NuI+HNl/edDwr0qHOgyKKRNjebUZ6eQf2CZMpZyG2ELpI7e/nQPCOOjAbcq442Jp3l3/xorRiSEEKI8SehtQKnOQFJijjLOdMuj2FAKQHMPP0LdvWs0b862H+FS/2iXtoMqnNQphLXICr19mtSqO090GaqMvz62ld+i91svICGEEApJ6G1AYmIOBoO5C01AEzf25ZTVFQ8MaV2jOU1GAzmbv1XGXsMeql2QQliIk6zQ260XetzA6PAOyvjFnUvYnSIn/gohhLVJQm8D4sqV2zRr7sv2cvXzNU3oC46uVTbDajz8ce91ayV3CFE/HP/Ri950qaWqsH1qlZpZg+8kwtu8sVlnNDB9w3xic9KtHJkQQjRuktDbgPi4sg2xQWHuHMpIBECFigFBLWs0Z86mr5XXngPvk82wwmZovIJQu3gBYCzKRZ+dbOWIRHW4Ozgxb9R9BLi4A5CjK2Lauh/JKMq3cmRCCNF4SUJvZSaTqcIJsRfd8jCYzN0jOvoG4+PsVu05Sy+ep+DwKmXsNXRG7QMVwkJUKhWOoWVlG7pkOTHW3jR192HuyPtw0ToAEJ+Xyf0b5lGk11k5MiGEaJwkobeyjPQCCgrM/wi6uDpwsCRBeW9ADcttcrZ8D5d+KHDtOALHwJrNI0RdcQxup7yWhN4+dfVvyv+GTEatUgFwMD2BJ7cslnaWQghhBZLQW1n5/vPNmvuw40K5+vngVtWez6QvJWfr98rYa+jDtQtQiDrgGCIr9A3BqPAOvBk5ThmvOX+c/+5bdZ07hBBC1AVJ6K0sPq5sQ2xAU1dOZ6cC4KDW0CewRbXnyz+0AkP2BcBcq+zefbxlAhXCghxDZIW+obi/Q38e6jhQGX97fDs/nNhhxYiEEKLxkYTeyhLOZyuvM13LNpX1CAjD1cGx2vOV3wzrNXg6qks1rkLYEidZoW9Q/tP7Jm5sVnbOxet7VrIy7qgVIxJCiMZFEnor0pXoSbmQB4BKBUeNicp7A4KrX/euS42h8Ph680ClxmvogxaJUwhL0/qFo3J0BcCQl44hL8PKEYnaUKvUfD74LnoEhANgwsRTW35hR7kWvEIIIeqOJPRWlJSYw+UW3AFN3NmeUfaP36AabIgtvzrv1uVGHPzCax2jEHVBpVbjGByhjEtkld7uuWgd+HHkNFp5BQDmHvUPbPiJwxmJldwphBCitiSht6Lz5cptfINdSMw3j920jnQLCKvWXMaSAnK2/qCMvYY/YokQhagzFQ6YSj5hxUiEpfg5u7PwhukEuXoCUKDXMfXvH+XgKSGEqGOS0FtR+fr5PI8i5XWfoBY4qDXVmit3188YC83zOQS2xq3zGEuEKESdcQwun9CfsmIkwpJC3b1ZOHo63k7mkqrMkgLuXvs9yQU5Vo5MCCEaLknorah8Qn9GlaK8HljN+nmTyUT2ujnK2Hv4Y6jU8kcrbJtjqKzQN1RtvQOZV+7gqaSCbKb8/T1ZxQVWjkwIIRomyfqsJD+vhKxM86q8Vqtme0G08t7AkOr1ny86tRld0nEAVE5ueA66z2JxClFXnMqv0F+QFfqGpmeTcL4dPhWtyvzPzJnsNKas+5FcXbGVIxNCiIZHEnorKV8/7xPkwsVS88qVr5Mb7XyCqjVX9vqy1XnPAVPRuHpZJEYh6pJDk1ag0QKgz0zEWCKrtw3N0NC2fDb4DlSYT5M9nJHItHU/kl9aYuXIhBCiYZGE3krKl9vovEqV1wOCW6FWVf2PpTQjnvwDy5Wx94jHLRKfEHVNpXXAIaClMtalnLFiNKKu3NKyG+/1u0UZ70uL5771cynS66wXlBBCNDCS0FtJ+YQ+XlvWg3tANcttsjd+BSYjAK4dR+AU2qGSO4SwHY5BbZXXugunrRiJqEtT2vXhzT7jlPHulHM8sOEnivWl17lLCCFEVUlCbwUmk6lCQr+39JzyujobYo26InK2fKeMvUc+YZH4hKgvjkFlvehLU6Ov80lh76Z3GMB/et2kjLclxzBj4wJKDHorRiWEEA2DJPRWcDGjkKJC88qUo7OGdI35tNgwdx+aefhWeZ68XQsxFmQCoPVvjlvXmy0frBB1yCGojfJaVugbvkc6D+aFHjco401Jp3l008+S1AshRC1JQm8F5Vfn8TVxab8YA4JboVKpqjSHyWQia93nyth7xGOoqtm7XghrK39arNTQNw5PdR3O012HK+O/E07y4Ib5FEn5jRBC1Jgk9FZQPqFPcS57PTCk6uU2hcf+Rpd4DDC3qvQa/IClwhOi3pQvudGlnMZkMlkxGlFfnu8+isc6D1HGm5JOc9/6uRSWykZZIYSoCUnoraB8Qn/clKS8HhBc9Q2xWWs+UV57DZ6Oxs3HIrEJUZ80nk1Qu5jbrJqK8zFkX7ByRKI+qFQqXu45hme6jVCu7bgQyz1/f0+e9KkXQohqk4S+nhkMRpKSyo5AT3PJBSDCO5AAF48qzVEcf4jC4xvMA5UanxuetnicQtQHlUolZTeNlEql4vnuo3ip52jl2t60eCav/Z7skkIrRiaEEPZHEvp6lp6Wj77U3GZS5QolWnPdaHXKbbLWfKq89uh9Gw4BzS0aoxD1ySGw3MbYFNkY29g80WUYb0SOVcaHMhK4ffU3pBbmWjEqIYSwL5LQ17PEhLLV+WyXspMxB1ax3KY0M5G8qMXK2GfMs5YLTggrkBV68WDHgbxb7vCpk1kp3PLXl5zNSbdeUEIIYUckoa9nSYllCf3lA6U0KjV9g1pe65YKstfNhkst3lwiBuPcsrflgxSiHpU/XKpUWlc2WtPa9WXmwNvRXDopOyE/i1v++opD6QlWjkwIIWyfJPT1LCmx7GvkTJd8ALr5N8XD0bnSew1FueRs/kYZy+q8aAhkhV5cdnubnvwwYhrOGgcAMksKuH3NN2xKlB/0hBDieiShr0dGo4nkchtisy6V3FS1fj5n0zcYi8w/EDgERchBUqJBcAhsA5fOXyhNP4dJL60LG7MRYe1YPGYG3k6uABTpS7l//Tx+i95v5ciEEMJ2SUJfjzIyCtDpDADoHPQUac2JS1XaVRp1RRVaVfqM+RcqtfzxCfundnRB6xtuHpiM6NJirRuQsLqeTcJZdtMjhLp5A6A3GfnX9t94b98ajCajdYMTQggbJBlhPSpfP5/hnAsqcNY40LNJs0rvzdnyPYbcNAC0vk3xHDCtzuIUor45BpV1upE6egHQ2rsJf459jPY+Qcq1L45u5qGNP8sBVEII8Q+S0NejpHIdbi7Xz0cGNsdJo73ufSa9jqzVHyljnxv/D7WDU90EKYQVVDwxVurohVmQqydLb36UEU3bKdfWnD/OxFVfklyQc507hRCicZGEvh6VX6HPvFQ/X5Vym9wdP6HPTATMJ2t6DZleNwEKYSUOFTbGygq9KOPu4MQPI6bxUMeByrXjmRcYu2IO+1LjrRiZEELYDkno64nJZPpHQm9eoa9sQ6zJoCdz5QfK2GfMs6gdXeomSCGspHzrSl1KtBUjEbZIo1bzWuRYPhwwCe2ltpZpRXnctvprvj+xA5PJZOUIhRDCuiShryeZFwspLjb3jy/RlFLoUIKXozOdfEOue1/ensWUpp8FQO3mg/ewR+o8ViHqW/nWlaWyQi+u4e62kSwcPR2fSx1w9CYjr+9ZwRNbfqGgtMTK0QkhhPVIQl9PrlidV0G/oFZortOpxmTQc/HPt5Wxzw1Po3bxqNM4hbAGrU9TVJe+eTLkZWDIz7RyRMJW9Q9uxerxT9LVv6ly7c9zhxm74guis9OsGJkQQliPJPT1pHxCf7n//KBKym1yt8+jNNVcfqB28cJ75BN1F6AQVqRSq8396C+ROnpxPU3dfVhy0yNMieijXIvOSePG5bNZcHqPlOAIIRodSejrydVOiL1e/byxtISLy/+rjH1ufB6Nm0/dBSiElTmWS+hLU2OsGImwB04aLe/3n8jMgbcrncKKDaW8tHMpMzYuIKu4wMoRCiFE/ZGEvh5cbUNskKsnLT39r3lPzuZv0V88D4DGIwCfG56q8ziFsCaHwLIfcHWS0Isqur1NT1aMfZy23k2Ua2vOH2fkn7PYliwbrIUQjYMk9PUgJ7uYggLzQSg6tZ58x2IGBrdGdem4+38ylhSQueJdZew79mXUzu71EqsQ1uJYLqEvTZOEXlRdB99g/hr3JPe266dcSy3MZfLa73lp51LydMVWjE4IIeqeJPT1IDm5rNwm26UAVDAw5Nr953O3/4QhNxUwnwrrNezhOo9RCGuTFXpRGy5aB97pN4G5I+/Fz9lNub7g9B6GL53JhoRTVoxOCCHqliT09SClXEKf5Xz5QKlr18/rLyXzAL7j/4Pa0bnughPCRlSooU+Jlo2NokZGhrVn3YRnGB3eQbl2oTCHe9fP5cktv5BRlG/F6IQQom5orR1AY1Bhhd65gFZeAQS7eV3z8743Po+ppACtXzheQx6sjxCFsDqNVxAqJzdMJQUYi3IwFmSicfezdljCDjVx9eC74VNZce4Ir+5ZzsVLG2SXnj3EhsRTPNd9FPe264tWrbFypEIIYRmyQl8PUpLzlNfZLgUMDL52uQ2A2tmdgLs+wmfUk9essxeioVGpVDg2KVd2IyfGilpQqVSMb9mVTROfZWLLbsr1XF0xr+9Zweg/P2fnhVjrBSiEEBYkCX0dK9UZSE83f8VrwkS2c+F1y22EaMwcAst+2JWNscISfJ3dmD3kLuaPup8W5TqLnc5O5Y413/LghvlyIJUQwu5JQl/HUlLyuFwKnOdYhFFton9wS+sGJYSNcmgiG2NF3RjWNIL1tzzDyz3H4Kp1VK6vOX+cEctm8tz230jKz7ZegEIIUQuS0NexC+U3xLoU0MU/FG8nVytGJITtqtC6UhJ6YWFOGi2PdxnKlknPcUu5MhyjycTi6P0M+uMjXt29XBJ7IYTdkYS+jl2osCG2kAGV1M8L0ZhJ60pRH4LdvJgz5C5Wj3uSIaFtles6o4EfT+5kwO8f8q9tv3ImO/U6swghhO2QhL6OXfhHD/qBUj8vxDVVaF0pNfSijnX2D+XnGx7g1zEz6BEQrlzXm4z8FnOA4Utn8sD6eWxLjsZoMloxUiGEuD5pW1mHTCYTSeUS+gLXInoHNrNiRELYNo13MCpHV0y6QowFWRjyL0rrSlHn+ge34s+bH2Vz0hm+OLqZ3SnnlPf+TjjJ3wknaeHpz9SIPtzepic+UjYphLAxskJfh3Kyiykp0gOgU+tpHxqMS7nNWEKIilQqlZTdCKtQqVQMaxrB7zc+zJ83P1rhYCqAc7kZvLX3L3otfpdHNy3k7/Mn0Bn0VopWCCEqsqsV+hUrVrBo0SJOnz6N0WikRYsW3HrrrUyePBm12vZ+Nrmi3CZE6ueFqIxjk1boEo4A5o2xLq36WDki0dj0bNKM70dMIyY7jZ9O7ea3mP3klZYAUGLQsyLuCCvijuDt5Mq45p0Z27wzkUEtcJCDqoQQVmI3Cf2bb77JwoULcXJyol+/fmi1Wnbt2sVbb73Frl27+Pzzz20uqS9/QmyWcwEDQ6R+XojKyAq9sBWtvZvwVt/xvNRzDMvOHeKnk7s5lpmsvJ9dUsj803uYf3oPno7ODAuNYFR4e4aGtpVuZkKIemUXCf3atWtZuHAhAQEBLFiwgObNmwOQkZHBtGnTWLduHfPnz+fee++1bqD/EB2frrwudi+hq39TK0YjhH2o0LpSNsYKG+Dq4MjdbSO5u20kp7JSWBp7iGVnD5FUkK18JldXzJ/nDvPnucOoVSo6+YbQL6gl/YJbEhnYAk9HZ+v9AoQQDZ5dJPRff/01AM8//7ySzAP4+/vzxhtvMHXqVL799lumTp1qU6v0iUnZyuvmTX3RytexQlSq/OFS0ote2Jp2PkG83GsML/a8gb2p8Sw/d4T1CScrJPdGk4kjF5M4cjGJr49vQ61S0dY7kK7+oXTxa0oX/6a09wnCWetgvV+IEKJBsfmEPiUlhePHj+Pg4MCYMWOueD8yMpLAwEBSU1M5dOgQPXr0sEKUVyrVGSjJNqBChQkTfSJaWDskIeyCQ1BZ60opuRG2Sq1S0yeoBX2CWvDfvuM5mZXCuvMnWJdwiiMXEzFePiIcc4J/KiuFU1kpLI7eD4BWpaaZpx+tvQJo7dWE1l4BtPQKINzDBz9nN9Qq21mcEuL/27v3qKrq/P/jT24KCGI6imiomR40xPuYmN0UZ6lFM+msKS0lxySj7DIu75fMZStLyzHLxjtmxlpdvIw1+S0zJUYK1FRAUktFvKAIKheBA+fs3x/+OBMBhocjnCOvx1qtRXt/Pvu8P2+3m7ef89l7i/Nz+oL+8OHDAHTu3Blv76q/sgwLC+P8+fOkp6c7TUF/+twV3HADIL9REQ+06/w7PUQEwDMgCLdGPhjmIqyFuVgKcvHwa17fYYlUy83NjbuaB3FX8yBe7DmYPHMxSedPkHjuOIlZx0nNPVuhwIdrz7r/5Uo2v1zJ5v84XGFfYw9PWvsG0LZJAG39mtHaN4AW3k1o4e3HH3ya0OMPwVrCIyIVOH1Bf/r0aQDatGlTbZugoKAKbZ3BoVNnbD8X+5dyR9M/1GM0Iq7Dzd0dr1adMJ9OAcB84Wd8/PrVc1QiNde0kTcRwV2JCO4KQEFpCWk5Zzl48TQHc05z6OIZTuRdrLZ/iaWMjPwcMvJzqtwf0MiH/zzyPO399Y4GEbnG6Qv6q1evAuDj41NtmyZNmgBQWFhYad+mTZvYvHlzjT7rxx9/BCA9PZ0xY8bcaKgVXLp6lexzBbgb7rg3g7Fjt9fqeCINSclpNywFbQFo9NJsPAMC6zkiEcfpAARbrRRZSikqK6WozExRWSnFllJKLGVYrNd/K20JELPlIM29m9Q6lvT0dAAyMjJqfSwRqT9OX9DX1pkzZ0hKSrqhPvn5+Tfc57py4eLx4447nkiD8P//EZ+XAajYkIajJo9P+Dmz+hl+e5RPnomIa3L6gt7X99qzfIuKiqptUz4zXz5T/2tt27alX7+afV2fmpqK1WolICCA9u3b2xFtRenp6eTn5+Pv70/Xrl1rfbyGTvl0POXUsZRPx1I+HauqfGZkZHD16lVuv12PVRZxZU5f0Ldte+1r97Nnz1bbJisrq0LbXxsxYgQjRoy4OcH9jjFjxpCUlETXrl3ZsGFDvcRwK1E+HU85dSzl07GUT8dSPkVuXU7/XKy77roLgGPHjlFcXFxlm5SUazfPaQZHRERERBoapy/og4KCCA0NpbS0lO3bK99YmpSURFZWFi1btqRXr171EKGIiIiISP1x+oIeIDo6GoDFixdXuBM/JyeHV199FYAJEyY41VtiRURERETqgtOvoQcYOnQoo0aNIi4ujsjISAYMGICnpyeJiYkUFBQQERHBk08+Wd9hioiIiIjUOZco6AHmzZtHnz592LhxI0lJSVitVjp27MjIkSMZNWqUZudFREREpEFymYIeIDIyksjIyPoOQ0RERETEaWhaW0RERETEhamgFxERERFxYSroRURERERcmEutoXc1jz76KP369avyDbZy45RPx1NOHUv5dCzl07GUT5Fbl5thGEZ9ByEiIiIiIvbRkhsRERERERemgl5ERERExIVpDf1NsG3bNuLi4jhy5AhWq5U77rijQb8Aq7S0lL1797J7926SkpI4efIkZrOZ2267jV69evHEE09w9913V9vf3nzGx8cTGxtLamoqJSUlBAcH89BDDzF+/HgaNWp0M4Zar95++21WrFgBwNSpUxk/fnyV7ZTP6hUXF7Nhwwa2b99ORkYGpaWltGjRgm7duhEVFUWfPn0qtLdarcTFxfHZZ59x4sQJ3N3dCQkJYfTo0Tz88MPX/ayGcJ3Iyspi1apVJCQkcO7cOQzDICgoiP79+zNhwgSCg4Or7NdQz9Hjx4/z3XffkZKSQmpqKidPnsQwDJYuXcrQoUOv27euc3bw4EFWrlzJ/v37KSgoICgoiIiICJ599ln8/f3tzoGI2Edr6B3s1Vdf5aOPPqJx48aEh4fj6elJYmIihYWFDBkyhHfeeeeW+WVdU3v27GHcuHEAtGzZktDQUHx8fPjll184evQoADExMbz44ouV+tqbz1WrVrF48WI8PDzo168fTZs2JTk5mdzcXHr27ElsbCw+Pj43d+B16NChQzz++ONYrVYMw6i2oFc+q5eZmcn48ePJyMigZcuW9OjRAw8PD86ePUt6ejrPPfccMTExtvYWi4Xnn3+enTt34ufnR3h4OGazmcTERMxmM2PGjGH27NlVflZDuE4cPnyYqKgo8vLyaN26NaGhoQCkpqZy/vx5fH19WbNmDb17967QryGfo6+99hoffPBBpe2/V9DXdc4+//xzpk6disVioXfv3gQGBnLw4EHOnj1L+/btiYuLo0WLFrVLhojcGEMcZvv27YbJZDLuuece48SJE7bt2dnZxrBhwwyTyWTExsbWX4D1ZM+ePcakSZOM5OTkSvu++OILo2vXrobJZDISExMr7LM3n4cOHTJCQkKMHj16GAcOHLBtLygoMJ544gnDZDIZr732muMGWM9KSkqMYcOGGQMHDjRiYmIMk8lkrF69ulI75bN6hYWFRkREhBESEmKsWLHCKCsrq7A/NzfXOH78eIVta9asMUwmkzF8+HAjOzvbtv3EiRPGgAEDDJPJZHz99deVPquhXCcee+wxw2QyGbNnzzbMZrNtu9lsNmbMmGGYTCYjMjKyQp+Gfo5+/PHHxhtvvGF88cUXRkZGhvHkk08aJpPJ+PLLL6vtU9c5O3funNG9e3ejS5cuFc7v0tJS46WXXjJMJpMRExNjZwZExF4q6B3o0UcfNUwmk7F58+ZK+3744QfbRddisdR9cE5s5syZhslkMmbMmFFhu735nDRpkmEymYxly5ZV6nfq1CmjS5cuRmhoqHHlyhWHjqO+vPnmm4bJZDK++eYbY9q0adUW9Mpn9RYvXmyYTCZj/vz5NWpfVlZmhIeHGyaTyUhKSqq0f9OmTYbJZDJGjhxZaV9DuE4UFxcbJpPJMJlMxvnz5yvtP3/+vG3/1atXbdt1jlZUk4K+rnO2cOFCw2QyGdOnT6/ULz8/3+jdu7dhMpmMY8eO1XCUIuIIrv2drhPJysoiLS0NLy+vKr8a7devH4GBgWRnZ3PgwIG6D9CJ3XXXXQCcP3/ets3efJrNZuLj4wF45JFHKvULDg6mZ8+elJaWsnv3bgePpO4dPHiQdevW8fDDDzNo0KBq2ymf1TObzXz88ccAPPXUUzXq8+OPP5KTk0Pr1q354x//WGn/0KFD8fLyIiUlxSHntatxd3fH0/P3b9Hy9fXF29sb0Dlqj/rI2Y4dO6rt5+fnx4MPPlihnYjUDRX0DnL48GEAOnfubPsF9VthYWEApKen11lcruDkyZPAtfX15ezN54kTJygqKqJZs2a0a9fuuv3KP8NVlZSUMG3aNAICApg1a9Z12yqf1UtLS+Py5csEBgYSHBxMWloa//znP5k7dy5Lly5l7969lfqU56h87L/l4+NDp06dKrSFhnOd8PLyon///gAsW7aM0tJS277S0lKWLl0KwMiRI3FzcwN0jtqjrnNWUFDAqVOnKuyvST8Rufn0lBsHOX36NABt2rSptk1QUFCFtgLZ2dls3rwZgD/96U+27fbms/zn8n1VKT/mmTNn7IzaOSxZsoQTJ06wZMkSmjdvft22ymf1ym/MDgwM5I033mDt2rUV9i9fvpyIiAgWLVqEr68vUPN8pqenV5nPhnCdmDdvHk8//TQff/wx8fHxdOvWDYCUlBTy8vKIiopiypQptvY6R29cXeesvF/Tpk3x8/O7bj9XP39FXI1m6B3k6tWrANd9ikKTJk0AKCwsrJOYnF1ZWRlTpkwhPz+f8PDwCktG7M1nTfqVF2Wu/Oewf/9+1q9fT0REBMOHD//d9spn9a5cuQJcm8Fcu3YtUVFRfP311yQnJ7N8+XICAwPZsWMHr776qq2PvXlpSNeJ4OBg4uLiuO+++8jKymLHjh3s2LGD8+fPc+edd9K3b1+8vLxs7XWO3ri6zllDzrWIs1NBL/XmlVdeITExkaCgIBYtWlTf4biM4uJiZsyYgZ+fH6+88kp9h+PyrFYrcG0pyCOPPMLMmTNp164dTZs2ZfDgwbz33nu4ubmxdetW23ID+X379+8nMjKSU6dOsXz5chITE0lMTOS9994jLy+PSZMm8e6779Z3mCIitwQV9A5SPitRVFRUbZvyGYvyGZOGbMGCBXz66ae0bNmS2NjYCuvnwf581qRf+SyTq/45vP3225w8eZLp06fTqlWrGvVRPqv367j/9re/VdofFhZGaGgohmGQlJQE2J+XhnKdyMvL47nnnqOwsJDVq1czePBgmjdvTvPmzYmIiGD16tV4e3vz/vvv2+6h0Tl64+o6Zw051yLOTmvoHaRt27YAnD17tto2WVlZFdo2VAsXLmTDhg00b96c2NhYOnToUKmNvfks//ncuXPV9ivf56p/Djt27MDd3Z0tW7awZcuWCvuOHz8OQFxcHLt27aJdu3a89tpryud13H777VX+/Ns2qampXLx4Eaj9+XmrXyd27dpFbm4u/fv3r/JtsO3bt6d79+4kJSWRlJREhw4ddI7aoa5zVv5zXl4eBQUFVa6jL+9X3d8lEbk5VNA7SPmjF48dO0ZxcXGVTxxISUkBoGvXrnUamzN58803WbduHc2aNWPdunW2J4H8lr357NixI97e3ly+fJlTp05V+QSHQ4cOVernaqxWq222uCqZmZlkZmaSl5cHKJ/XU54bgMuXL1d5o+ClS5eA/81Qlvcpz9lvFRUVcezYsUrHbyjXifKizt/fv9o2TZs2Ba7lHHSO2qOuc+bv70+7du04deoUKSkphIeH16ifiNx8WnLjIEFBQYSGhlJaWsr27dsr7U9KSiIrK4uWLVvSq1eveoiw/i1evJg1a9YQEBDAunXr6NKlS7Vt7c1no0aNuO+++wD497//XalfZmYmBw4cwMvLiwceeKD2g6oHO3fu5MiRI1X+9+ijjwIwdepUjhw5wtatWwHl83oCAwPp0aMHAImJiZX2X7lyxfYIvvIntfTq1YvmzZuTlZVFcnJypT7bt2+ntLSUsLAwAgMDbdsbynWifClYWlpahUdWlistLSUtLQ3430yuztEbVx85Gzx4cLX9CgoK+PbbbwEYMmSI3eMSkRungt6BoqOjgWuFa0ZGhm17Tk6O7QkZEyZMwN294aV9yZIlrFq1iqZNm7J27doKs5bVsTefEyZMwM3NjdWrV9tmi+DaWtKZM2ditVoZPXq0bYawoVA+qzdx4kQAVqxYUWHWvaSkhHnz5pGfn09oaKitKPLw8ODpp58Grj2eMScnx9bn5MmTvPXWWxWO+2sN4Tpx33334ePjw9mzZ3n99dcxm822fWazmQULFnDu3DkCAgK49957bft0jt64us5ZVFQU3t7ebNmyhW+++ca2vaysjLlz51JQUEBERES1376KyM3hZhiGUd9B3ErmzZtHXFwcjRs3ZsCAAXh6epKYmGi7yL3zzjt4eHjUd5h16ptvviEmJga4NsPZuXPnKtt17NjR9supnL35XLVqFYsXL8bDw4P+/fvj7+9PcnIyOTk59OjRg/Xr11/30Wuuavr06WzevJmpU6cyfvz4SvuVz+qVP4Pey8uLHj160KxZMw4dOsSFCxcIDAzkgw8+qHC/h8Vi4bnnnuPbb7/Fz8+P8PBwysrK2LNnDyUlJYwZM4bZs2dX+VkN4TqxefNmZs2ahcVioVWrVoSGhgKQmppKdnY2jRo1YsmSJURERFTo15DP0bS0tAqPR/35558pLCykQ4cOBAQE2LaXv9m4XF3n7PPPP2fq1KlYrVb69OlDq1atOHjwIGfOnKF9+/bExcXRokULB2ZGRH6PCvqbYNu2bWzcuJGjR49itVrp2LEjI0eOZNSoUS4962avTZs2MWPGjN9t169fPzZs2FBpu735jI+PZ926daSmplJSUkJwcDAPP/ww48ePp1GjRrUak7P6vYIelM/r+eqrr/jwww9JT0+nqKiINm3aMGjQIKKjo6t8eZfVauWjjz5i06ZNHD9+HHd3d0JCQhg9ejSRkZHX/ayGcJ1IS0tj/fr17N27l+zsbODaEqe7776bcePGVTuL21DP0R9++IGxY8f+brsjR45U2lbXOTt48CArVqxg//79FBQUEBQUxJAhQ3j22Weve++EiNwcKuhFRERERFzYrTENJCIiIiLSQKmgFxERERFxYSroRURERERcmAp6EREREREXpoJeRERERMSFqaAXEREREXFhKuhFRERERFyYZ30HICJyq0pLS+P999/n8OHDXLx4EV9fXzp16sT48eN58MEH6zs8ERG5RWiGXkTkJsnMzMRsNjNixAjmzJnDs88+i2EYTJw4kbi4uPoOT0REbhF6U6yISB2yWCyMGDGCoqIivvrqq/oOR0REbgGaoRcRqUMeHh60bt2avLy8+g5FRERuESroReSGDBo0iJCQEH744Yf6DsVlFBYWkpubS0ZGBmvXruW7777jnnvuqe+wRETkFqGbYkUasMuXLzNgwAD8/f3Zs2cPHh4e9R1SrTnjmF555RW2bdsGgLu7O0OGDGHu3Ln1HJWIiNwqVNCLNGDx8fFYLBYGDhzoFIWvIzjjmJ555hlGjBjBhQsX+Pzzz7FYLJjN5voOS0REbhFaciPSgO3atQvglnqEojOOqXPnzgwYMIC//OUvrFq1iqtXr9qeeCMiIlJbKuhFGqiysjISEhLw9PTk3nvvre9wHMIVxuTm5sbQoUNJSUnhxIkT9R2OiIjcAlTQi7iI3Nxc5s+fz6BBgwgLC6Nbt2489NBDbNy40a7j7d+/nytXrtCrVy8CAgIcEuOVK1d47LHHCAkJ4ZFHHuHixYsV9lssFmJjY4mMjKR79+7079+fZ555hn379gEQEhJCSEgIp0+ftuvz7R3Tr2/0vXDhAnPnzuX++++ne/fuDBs2jNjYWKxWq639l19+yejRo+nbty+9e/cmOjqao0eP1vjziouLASgoKKj54ERERKqhNfQiLuC7775jypQpXLp0CXd3d/z8/MjPz+fnn39m/vz5nD9/nn/84x83dMxvv/0WgAceeMAhMWZnZ/P3v/+do0eP0rNnT1auXFmhqC4tLSUmJob4+HgAPD09sVgs7Nq1i4SEBN5+++1ax1DbMZ0+fZrJkyeTnZ2Nn58fZWVlHD9+nNdff53MzEzmzJnD4sWLWbVqFR4eHnh7e1NYWMju3bv58ccf+eSTT+jQoYPteDk5ObRo0aLCZ5jNZrZs2YK3tzd33nmnvUMVERGx0Qy9iJPbvXs3EydOpKCggMmTJ5OUlERycjK7d+9m4MCBAKxZs4azZ8/e0HEdudb8zJkzPPHEExw9epTw8HDWrVtXaYb8/fffJz4+Hg8PD2bOnMm+fftITk5m586d3HvvvcyePbvWcdR2TK+//jq33347W7duZd++fezbt48XX3wRgI0bN/Kvf/2L2NhYZs6cyd69e9m/fz/btm3jjjvuIC8vjyVLllQ43ssvv8zTTz/Ne++9xyeffMK7775LZGQkhw8f5qWXXqJJkya1Gq+IiAiooBdxarm5uUybNo2ysjIWLVpEdHQ0/v7+AAQGBvLWW2/h7e1NWVmZbXa6JjIzMzl+/DjBwcG1niX+5ZdfGD16NBkZGQwePJiVK1fi6+tboU1BQQHr1q0D4IUXXiAqKgpvb28A2rZty7Jly2jTpk2t4nDEmNzd3Vm5ciVdunQBwMfHh5iYGPr3749hGCxZsoSJEycSFRVlG6PJZGLBggUA7Ny5s8LTa/785z9TUlLCxo0bmTdvHhs2bKBt27YsX76ccePG1Wq8IiIi5bTkRsSJrV69mkuXLjFs2DCGDRtWaX+zZs0ICwsjOTmZzMzMGh93586dQO2X26SlpTF+/HguXbpEZGQkCxcuxNOz8mXlv//9L1evXqVx48aMGTOm0n4vLy/GjRvHtGnT7I7FEWN6/PHHadq0aaXtAwYM4Pvvv7fF+Vu9e/emcePGlJSUcOrUKTp16gTAyJEjGTlypN3xiIiI1IRm6EWcVFlZGZs3bwYgKiqq2nb2LNtwxHKbvXv3MnbsWC5dusSoUaNYtGhRlcU8wOHDhwHo2rVrtfH26dPH7ljAMWMymUxVbm/evDlw7duEquJ3d3fntttuA67dGCwiIlKXNEMv4qRSU1PJzc2lWbNm9OzZs9p25U+Sad26dY2OW1BQQHJyMk2aNOGPf/yj3fG98847APTv35958+Zdt+2lS5cAaNmyZbVtAgMD7Y7FUWOqLr7yF1S1atWq2r7lbcrKyuz+fBEREXtohl7ESR04cACALl264ObmVmUbs9nMzz//DMBdd91Vo+MmJCRQWlrKwIEDadSokd3xDR8+HIDvv/+ejz76yO7jOIKjxiQiIuKKVNCLOKn09HTg+rPa33//PcXFxfj5+V13Fv/Xypem1Hb9/OOPP86MGTMAmD9/Pp9++mm1bcuXo2RnZ1fb5sKFC3bH4qgxiYiIuCIV9CJOqnzd+dWrV6tts379egAiIyNrNDNttVqJj4/H3d2d+++/v9YxPvXUU0yePBnDMJgzZw5bt26tsl35twfp6ekUFhZW2Wbv3r12xeDoMYmIiLgaFfQiTshsNnPixAkA9u3bZ3uz6K999tlnJCQk4OPjw8SJE2t03EOHDpGTk0NYWFilFx7ZKzo6mkmTJmG1WpkxYwb/+c9/KrW555578PX1tT3C8bfKysps/zi5UTdjTCIiIq5EBb2IEzp27BilpaX4+PhQUFDAtGnTyM3NBeDy5cssW7bM9iKmOXPm1PiGWEe/Hbbc888/z8SJE7FYLEyZMoUdO3ZU2O/n52d7Us/SpUvZsGGD7R8pZ8+e5YUXXuD06dN2ffbNGpOIiIir0FNuRJxQ+XKbsLAwQkJC2LBhA1999RX+/v7k5+djtVpxd3dn1qxZN/Scc0e+Hfa3Xn75ZcxmM2vXruWll17i3XffrVBkx8TEkJKSQkJCAgsWLGDhwoX4+vqSl5eHl5cXS5Ys4fnnnwe4oRtbb+aYREREXIFm6EWc0E8//QRASEgIM2fOZPLkybRr146ioiJuu+02hg8fzqZNmxg7dmyNj5mVlcVPP/1E69at6dq1602Je9q0aYwdO5bS0lImTZpEQkKCbV+jRo1YsWIF06dPx2Qy4e7ujoeHBw8++CAffvghd999t61tVS93qkpdjElERMTZaYZexAmVP+GmS5cuuLu7Ex0dTXR0dK2OWb40pbY3jpa/kbU6s2bNYtasWVXu8/T0ZNy4cVW+bTUxMRG49vImb2/vGsVSV2MaMWIEI0aMqNUxREREbhbN0Is4GcMwOHLkCHCtoHcUZ1+asnr1agAGDBhQ4z7OPiYREZG6oBl6ESdz6tQpCgoK8PDwoHPnzg47bt++fenWrRvh4eEOO+aNsFgsvPzyy/z1r3+lV69e+Pv7A9duAF62bBkJCQl4eXkxZsyYGh+zvsckIiLiDNwMwzDqOwgR+Z/t27fz4osv0qlTJ7744ov6DsdhysrKCA0Ntf2/n58fFouFoqIiANzd3Zk3bx6PPfZYfYUoIiLikjRDL+JkytfPh4SE1HMkjuXh4cErr7xCQkICR48eJScnB4vFQtu2benbty9RUVEVCn4RERGpGc3Qi4iIiIi4MN0UKyIiIiLiwlTQi4iIiIi4MBX0IiIiIiIuTAW9iIiIiIgLU0EvIiIiIuLCVNCLiIiIiLgwFfQiIiIiIi5MBb2IiIiIiAtTQS8iIiIi4sJU0IuIiIiIuLD/B+ILrGGhc1uhAAAAAElFTkSuQmCC\n", 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QK6UmA+94zVEf+Uu1mSShF0KIFvCun5eEXgiDp2zFV8lxwNFalwFnKaUmAnMxOsZMBiYCP1VK/UZr/fs2DsPVwvPcPo2iHkqpCIybYLsBLwPPY9y4W6y1dimlzsGosZePPJtJEnohhGgBuSFWCNEQzw2d6wCUUiEYbRpfBH6rlFqgtdZeL+9T3xye806WoDR1db4lMoD+GDe4fq98xnP81BhOPu7TyLy96zk2AyOZ36i1vr2e5wc0GqlokLStFEKIZqqpcXIiq8QcJ8umUkKIBmitq7TW8zF2d7UBI095yTmefu6nug4jTzugtU5vwxCXeb7e1MDzt3i+LvU6tgJjRX+yUqrfqScopS6g/vr5BM/Xow1c6/rGAhUNk4ReCCGa6URWKS6X8el0QkIEYWHBFkckhPAHSql7PRtLnXq8HzDMM0w75ekIjLaQoV6v70/t5kz/aotYvTwF1ADXKaUu835CKXUVcDVQTW1rS7TWhzG62DiA55VSkV7ndMfooV+fkzfmnqmUGux1jl0p9WuMEiXRAlJyI4QQzVS3fl5W54UQpjsxkvODwA6MG26TgWkYGy29rbVef8o5rwMXAAeUUqsw+tjPxrh59VOMfu9tRmu9VSn1EPAM8IFSah1G6c0AYAJGTf799dzQey8wCmPH10NKqWUY3WrOxPje12DcP+B9rU1Kqc+AC4EtSqklQCFGt5tewN8wdrgVzSQr9EII0UxyQ6wQogG/BP6D0VFmCkY/9YEYZS1XY+zWeqqDGAntSoxEfg5wGCOxvUJr3dKbXJtMa/0cRneeDzF2rr0aoz7+A2Ca1vqFes45hpHwP4+xgn8xxsZZz3m+h6oGLncFtbvYzvK8difGm57v9e8XTSMr9EII0UyS0Ash6qO1/gz4rAXnHQSubeJr51NPz3it9VIa6Q7jKZNp7PlVwKqmxOB1TjbGSv299Tw9q4FzqoC/ev7U53sxni52ISv0QgjRLG63WxJ6IYQQfkUSeiGEaIaiokpKSoxPkkNCHCQkRlgckRBCiM5OEnohhGiGjPRC83H31FjsdvkUWAghhLWkhl4IIZrBO6FP7SHlNkKIltFa/xb4rcVhiA5CVuiFEKIZjtVJ6GMtjEQIIYQwSEIvhBDN4L1C36OnJPRCCCGsFxAlN0qpBzD6o44AugIxQAGwFaN10/+01m6r4hNCdA4lJZUUFFQAEBRsJ6lrlMURCSGEEIGzQv8z4FKgHFgNvI+xIcGZGDusfaiUCpTvRQgRoOrcENs9BodD/toRQghhvYBYocfYbGGz1rrU+6BSahiwCLgEuBl41YLYhBCdREZ6bf95qZ8XQgjhLwJieUlrvfLUZN5zfCfwrGd4dvtGJYTobDLkhlghhBB+KFBW6BtT4/laaWkUolMrr6kmp7yY7IoSckryKT6uqTq+F3f2AcLTt5OcfYCiiDhy+07E1bU/9uRBRHUfQmJUAl3Co+kSHkl8aAR2W0C8x+60JKEXQgjhjwI6oVdK9QXu9gw/sTIW0Xm43W5252eyIeswG7OPsPHEEdKKchiff5hzsnYyNWc/fVzV3zsvsbKIvvlHzLETG5vjevHvlBGs7DKQoJBwhid0Z3RST0Z16cHEbn1JiZSk0V+UlVWRl1sGgMNho1tytMURCSGEEIaASuiVUrcAM4FgoAcwBaNs6DGt9YcNnDMPmNfES4xudZCiQ3K6XKw4vp/PD29nSboms8yopba53UzL2ccv0lYzoDS7WXM6cDO+II3xBWmcCI3mjV6T+KJ6JBtOpJmvGZaQwpk9BjOnx2DGJPXEYZcVfKscy6itn09OiSEoSP5bCCGE8A8BldADUzFufj2pBvgV8I9GzumD8SZAiGbbnZfJewc28dGBzWSVF9d5ThUd50f7vmFgyYnvnVcSkUBpYi9qEvtg7zaAarebkOBQ3NmHsGcfICI3jaiiE9gwuq12rSzmR/u+5fzM7Tw+aC6HopIA2Jl3nJ15x3l62xLiQiM4p+cQrho4jond+kh5TjuTchshhBD+KqASeq317cDtSqlwoC9wC8a2yVcrpc7XWh+r57TDwLImXmI0IP9Sd3JOl4tvju7iPztW8J3XavlJwa4a7ktbzYVH12N3125/YAsJJ3bm7cRMm0dor1HYbLZGr1Ode4Sila9RsOh5nEVZAAwuzuTFzW+waNj5/D1xCFVul/n6gsoy3tm/kXf2b6R3dAJX9B/LNQPHkxoV55tvXDRKEnohRGOUUi3ZD+c1rfU8X8fSGkopB3AHcD0wDIgEsoEtwAta60+bMMdjwM89w59orZ9o4rVbdF4981wP3AOMBBzAHoxOiM9rrV2Nnes1x53AfzzDZ7XW9zczhqUYC8q3aK3n1/N8D+BbYDCwErhQa1146uuaKqAS+pO01uXALuAnSqlM4AngGeDyel47H2PzqdPy+uGLTqjG5eTd/Zt4bvsyDhXlfO/5pPAobozvwnlLn8ZxfI953BYSTtxZ9xM/90cExXRt8vWCE3uReMmviJ/7I/K/fpK8T/6Iu6YKu6uGs7d/woWj3ew67+csyj7KknRd5xOCtOI8/rFlIf/aupjzeg/j9qHTGNe112nfRIiWSz/qndDHWBiJEMJPvVbPsWTgXKAUeK+e51e2aUTNpJRKBL4EzgDygDUYsfcEzgKygEYTeqXUGcBPATfQ5H+UWnpePfM8C9wLVGC0Nq8G5mDkiXOUUleeLqlXSvXGyC1bFUsj8w8AFgK9ga+AK7TWZa2ZMyAT+lPMx/ihX6SUCtZaf/9uRCEa4XK7+OLwDv626RsOnpLIB9sdzO01jCsHjOWMvIOceP56XBW1iXXEsLPoevPzhHTt1+Lr20MjSbz4F0SNv5ysV+6gYv8aACq3fMqQnMOc/eOvcEy9gk3ZR3n/wCY+PriFwipjt1Kn28Vnh7fz2eHtjEnqycOj5nBmDyWJvY+VlVWRk210znU4bKR0l4ReCFFXfSvtSqlZGAl9jr+txJ/Ks0HnJxjJ/L+AR7XWFV7PR2OUMTc2RyjGG5ssYD3GpqBNuXaLzqtnniswkvlMYIbWep/neDdgCXAZ8ADG99fQHDbgZYx7NP9L3VLvVlNKjQC+wXiz9y5wg9a6qrXzdoQi3HyMWvogIMHiWESA2Zl7jEs//zd3L32zTjIfExLGfSNmseaqn/H87OsZpxeT+eQlZjJvCwql603PkPrjr1qVzHsL7T6Enj9fSty5D5vHqtK3c/TPs6jJS2dc1148NvlSNl7zC56fdT1TU/rXOX9z9lFuXjifiz9/jqUZe3G7W/Lpr6hP+pHa1fmU7jEEBzssjEYIIdrEHRjNRj7TWj/sncwDaK2LtdbbTzPH74EhGB0Im1M+0tLzTnWyXOdnJ5N5AK11FkYJDsCjnjcvDbkbY0X/5xhl2z6jlJqEUQaejPGm4VpfJPPQMRL6GRjJfAHw/ToJIepRXFXBb9Z9ynmfPs2m7NpWkjEhYTw67lzWX/1zfj5+LskRMeR+/AdOvPEAeOrZgxJ60vNXq4k78x6fr4TbHEF0ve7vdLvtJbAbSWN11j7S/3ImNYVGnX1YUDAX9R3Jgrl38M0lD3HNwPGEOmo/bNucfZQbvnmFSz9/nnWZh3waX2d15Ei++bhnrzjrAhFCiLZzska8sUYjDVJKTQQeAd5sSp19a8+rZ54ewDigCmPluw6t9TIgAyOZntTAHH2Bv2GUQj3T0lgamPtMjJr5eOAfWuvbm1rP3xR+X3KjlJoGxAFfaa1rTnluKsY7HICXtdbOdg5PBKBFR/fw09UfkFVW24YwxO7gtqHTuHfkTOJDIwCj33zuB78m79PHzNeF9j2D1Ic+IiguuU1jjJ1+C/aIOI4/dx04q6nOPkjGPy6k56OLsYfX9j8fmpDC36ddyU/GnsOz25by5t71VDqN/002Zh/hii//w4V9RvCL8efRM1o+wGqpo2kF5uNeveOtC0QIIdqAUioFGA44gTVKqUHANRgtwvMwVpW/1lrX+9GvUioMo2QmD3ioGddt0XkNGOP5utNzr2V9NgCpnteuPiUWG/AKRm58m9barZRqZUjm3JcAC4BQ4Nda6z/4ZGIvfp/QAwMw7kwuUEptwqiLigb6A0M9r/kco32lEA0qq67iDxs+53W9rs7xaSkD+NPkS+gfm1TneO77vyLvsz+b44hhZ9H9wQ+xexL+thY97jJs9y3g2NNXgttFZdomjj1zBak//AxbUEid1yZHxPCHSRdz74iZPLNtKW/tXU+Vy3h/+9nh7Xx7dDd3DpvOAyNnExEcUt/lRAPcbjdHjhSYY1mhF0K0txZ20FmmtZ7VxNeO8HzNxShN+Rt1c8RHgdVKqcu01t/v1Qx/AhRGCUlzqiVael59+nq+fr89Xa2TH8n3ree5+4FZGPcO7G1lLN6uxLiPwgE8qLV+2odzmwIhoV8G/AGYDgzEqO+yYST27wNvaK0/siw6ERB25GZwz9K36nSvSQqP4jcTLuSSvt9vMZn/9b/qJPORI88j5f73sIeEtVvMAFFjL6HbvOfJevUuAMp2LiJ7wU/p+oMn6319SmQsf5p8CfeOmMljG7/k44NbAah01vD0tiV8fHArf55yKTNTB7XXtxDw8vPLKS0xShzDwoLokhRpcURC+K+f/vCzRzDaSUdZHEpzlAC//ds/L/y71YE0or4OOqez5/QvMSV4ff0H8BZG7pUOjAeexci/3uWUboBKqSnAw8BHWusFTb1gS89rxMnfudJGXlPi+Vpnq2+lVH/gL8B3GI1WfOkCz9d32iqZhwBI6LXWh4BfWx2HCFwL9n3H/635yCxFAZjbaxh/m3o5CWHfT86K1r5F9ls/MseRo843kvng0HaJ91SxM2+npuA4uR/+FoCCb58mrN8EYiZf3+A5qVFxPDvzOm4ZPIXfrP+UrTnpABwpyeMH37zCFf3H8JsJF9b7/Yu6jniV2/TsFYfdLh2EhGjEIwRWMg9GvI8AfpvQt0OHnJP3VAYBK7XW3v/ALFFKnQPsBWYopWZrrZcAePYFmg8UYXSXaZKWntcWvEptgjFKbXxdvr0c437Pq5VS67XWbfJ71hFuihWiXpXOGn666gMeWfmemcxHBoXw92lX8uKZN9SbzJbtXkLmi7eY47ABU0i5d4FlyfxJCRf/kqhxl5njrFfvojJj52nPG9+tN59eeC9/n3YlsSHh5vH3D2xm1gf/4KODW9oi3A7lqHe5Te84y+IQIkD8ndpV0EBRgh8n8+3Eeyv0F099UmudjlHeDDDb66nHMKonfqS1Pt6M67X0vMac/L1rbKXq5JtN7+/3QYyE+89a620+isXbqxitMgGeUEr9qLEXt5Tfr9AL0RL5lWXcsfh11np1eVFx3XjhzBu+Vyt/UnX2YY49ew04ja0MQroPIfXhj9utZr4xNpuNbre/QmXGLqozNe6qMjJfuJlev1r9vXr6U9ltdq4ZOJ4zeyh+u+4zPj5klOHkVZZy/7K3+fbobh6bdCmxoeGNztNZHU2TDjdCNJWnbKWzJ8c+p5Sa34LT9mit/9LE1x5q4HF9r/HuCnEZ4AJuVkqd2q99sOfrPUqpC4H9WuvbW3leYw57vvZu5DU9T3ntyVgAzlZKnbq5aJ+Tr1FKDQdKtNYXNiGWOrTWz3husH0a+LtSCq11i7oJNUQSetHhHC7K5aZvX63TV/6SfqN4fMoVDd4Q6qos49jTV+AqyQXAEdON1Ee+wBHlP51hHOExdH/gXY785gzcNZVUpm0m9+M/0uWK3zfp/KTwaJ6ddR2X9x/Dz9d8yLFSo9Xvxwe3siHrME9Ov5opp/S27+ycThcZ6bUtkXtJQi+EsEZLNjdahlEX3hQao/Y8Ekhs4DVdPF9P/QTGzil19afo5/kT56PzGrLZ83WYUiq8gU43Z5zyWm+TG5m7u+dPi3vk15PUu7XW/2zpfKeShF50KJuyjzDv29fIq6y9J+bn4+Zy74iZDfaMd7vdZL16B5VHthgHHMF0f+BdghN7tUPEzROaOowuVz1G9luPAJD3+V+IHHMh4f0mNHmOOT0Hszj5R/xm3Scs2LcRgGOlhVzz1UvcPXwGPx13DsF22TgJIPN4MdXVRpvguPhwomPa96ZoIYQA0Fq36c07WutqpdRnGK0q5wAfeT+vlArGKEsB48bRk+f1aWhOz6cKNwM/0VrXudG0peed5ns46umGOBa4CmOXV+95Z2K04cwE1nidN6uRWH4L/AZ4Vmt9f0Ova0aM3kn9Pzwr9T5J6qWGXnQYq48f4NqvXjKT+VBHEP+edT33jZzV6AZQhYv/TfHat81x1xufInzg1DaPt6Xizn6Q8JOfCrqcZL14C67qymbNERUcyt+nXcV/Zv+AuJN993Hz/I5lXPvVi2R69ejvzI5Ku0ohROfxZ4wymDuVUueePKiUcgB/xWgXngF8aE14Zjx/VkrtUUr9uZ6nTx77q1JqgNc5XYHnPMO/+HJDp+bSWj9DbU39P5RSD/tiXknoRYewJF1z47evUlZjtBdMCI3knbl3cGHfkY2eV3l0u7naDRA76w7iZt3ZprG2ls1uJ/n2V7CFGff2VB3fQ8HXLXuDf0GfESy89GFmdB9oHluXdZi5Hz/FquMHfBJvIDtSZ0OpOMviEEKItqa13orRRjIY+FIptVYp9R5Gd5sfYpSbXNXIpk3tJQWjd33KqU9ord8Dnseo89+ulPpUKfUBsA9j76KP8PEOsC1xSlL/T18k9ZLQi4D3ZdoObl30X7OTTbeIGN4//y7GdW3svhijbv7489fjrjFWt0N7jiLp+ifbOlyfCE7qQ5cr/miOcz/5I9XZh1s0V3JEDG+ccws/G3suds8nGTkVJVz39Us8vXUJLrdlCxmWSzucZz6W+nkhREfn6ZN+JvAFxsaeF2OUZ78AjNZar2nkdL+gtb4X+AGwCaNG/1xgP8bGUVe0QVvKFvF1Um9zu1uy+VjHpJRaCsycMGECr7/+utXhiCb4Mm0Hdy95E6cn6ewRFcfb595Bn5iG7umplTX/HgqXvgCALSSC3r/dQEj3wac5y3+4nTUc+d1Es/Y/cszFpD7Uuk9CVx3bz33L3ianovaep3N7DeWpGdcQaXHrzvZWUlLJ73/1LQAOh43fPzaX4BC5t0B0LDfeeCPr16+H5u0qKoTwM7JCLwLW0oy93Lv0LTOZ7xvThQ/Ou7tJyXzJls/NZB6g6w+eDKhkHsDmCKLrTbWfHJZu/oTSHd+0as6p3Qfw1SUPMqFbH/PY10d2cdkX/yajpKBVcweatEO17SpTe8RKMi+EEMJvSUIvAtK6zEPcvuh1ql3GJ2d9Y7rw3nl30j0q7rTnOssKOfHaPeY46owriZlxa1uF2qbCB0yuE3vOOz/H7WpdiUxyRAwL5t7B7UNrbwzelXecCz97ho0n0lo1dyA5fKi23KZPP/9pXyqEEEKcShJ6EXC252Rw88L5VHg2gEqNjOPtc2+nW0RMk87PfvvH1ORnAOCI6Uq3m55ttAuOv+ty+e+xhRidaiqPbKF47ZutnjPY7uC3Ey/i8alXmC0ss8tLuPqrF/ngQH3tezuew14r9H36SkIvhBDCf0lCLwJKekk+Ny18lRJPm8ak8CjeOvd2UpuwMg9Quv1ripa/Yo673vg0jugujZzh/4LiUog/92FznPP+r5vdxrIh1w06g7fOvY14T2vLSmcNDy5fwBObv6Uj339TXe0k/Wjt/iF9+sRbGI0QQgjROEnoRcAoqqrg5m/nk11u3LAZGxLOm+fcTr/YpiXkzvIisl69yxxHnXEl0Wdc2Saxtrf483+CPcq4d6AmN43Cxc/7bO5Jyf347KL7GBTX1Tz25JZF/HT1B9S4/KJZgM9lHC3E6TRKl7okRRIV3bluCBZCCBFYJKEXAaHa5eSuJW+gC7IAoyTkpTk3MiQhuclz5H74W2ryjgLgiO5C1xufbpNYreAIjyHx4l+a47zP/ozLa7fc1uodncjHF9zLzNRB5rG39m7g9sWvU+7p/d+R1Kmfl3IbIYQQfk4SeuH33G43j67+kBXH9pvHnph2JZOT+zV5jsqj2yhYWNsRJun6fxIU07WRMwJP7Oy7CEo0eu87i3MoXPLCac5onuiQMOafdTNX9h9rHlt4dA/XfPUSeRW+e/PgDw7VqZ+XchshhBD+TRJ64fde3rWKBfu+M8ePjDmLK/qPafL5bpeLrP/eD57ykPAhs4medJ3P47SaPTiUhAt+ao7zvnwCV5VvN/QLtjv45/SruH/kLPPYpuwjXPbFvznWQdpaut3uOhtKyQq9EEIIfycJvfBrq48f4A8bvjDHV/Yfy8Oj5jRrjqJV/6Vi3ypj4Aim641PB3RXm8bETL8FR1x3AJyFmRR63QDsKzabjUfHzeUPEy/GhvFzPFCYzeVf/pvDRbk+v157yz5RSlmp0UEpIjKYpK6RFkckhBBCNE4SeuG3jpUUcM/S2l1gxyT15K9TL29WMu4szSfnnUfNcfy5PyS0+xCfx+ov7MGhJJz/E3Oc/8XffNbx5lS3DJ3C87OvJ8TT1jK9pIArvvg3ez33OQQq7/r53n0SOuybPyGEEB2HJPTCL1XUVHPHkjfI9dRmdwmL4j+zbyDUEdSseXI++DXO4mwAghJ6knjJL09zRuCLnXk7Ds/9ATV56T7pS9+QC/uM4JWzbjb/u2SVF3PlFy+wM/dYm12zrR06UJvQ95X6eSGEEAFAEnrhl/6w4XO25qQDEGSz8+/Z19M9MrZZc1Qe203hkv+Y46Tr/4E9tOOXT9hDI4g/52FznP/1v9q0Z/ys1EG8cc6tRAaFAJBXWcrVX73AxhNH2uyabcXtdnNgf4457jcg0cJohBBCiKaRhF74nS8O7+C1PWvN8a8mXMCkZnS0OSlnwc+8boQ9k6hxl/ksRn8XO/tOc/fYqvTtlO9e3KbXm5zcjzfPvZ3YkDAACqsquP7rl9iQdbhNr+trebllFBRUABAaGkRqj+a9iRRCCCGsIAm98CvpJfn8ZNV75vj83sO5dciUZs9TtmsxpVs/NwY2G0nXPt6paqEdkfHETLvZHOd//a82v+a4rr14Z+6dJHg+BSmtqeKGb15h44m0Nr+2rxzYX3tTb99+CTgc8lekEEII/yf/Wgm/Ue1yct/StyisMlZIe0TF8fjUK5qdiLtdTrLfrr0xNGbqTYT1Hu3LUANC/DkPmo9Lt35OVebeNr/msMTuvH/+XSSFRxnX9ST1m7OPtvm1feGgV0Iv5TZCCCEChST0wm/8Y/NCNmYbddcOm51nZ15PbGh4s+cpWv0GlUe2AGALCSfxij/4MsyAEZI8iMhRF5jj/G+eapfrDozrytvn3kFimLFSX1xdyQ++eZltnnsi/JVRP1+b0PeXhF4IIUSAkIRe+IXvstJ4ZttSc/zTsecwrmuvZs/jqiwj9/1fmeP4uY8QHJ/qixADUvy5D5uPi1a+hrOssF2uq+K78fa5dxAfatTxF1VVcN3XL7MjN6Ndrt8SuTllFBYanw6FhQXRPTXG4oiEEEKIppGEXliurLqKh1e8gxujE8u0lAHcM2JGi+Yq+PZpavKNpNERm1ynJ3tnFD5kNiE9hgPgriqjeE3btbA81ZCEZBbMvZ04T1JfWFXOtV+/zK684+0WQ3N4d7eR+nkhhBCBRP7FEpb703dfcrjYKHWIDg7lH9OuxG5r/q+ms7SAvC8fN8eJl/0Ge1iUz+IMRDabjdhZd5rjgqUvtGkLy1MNTejOW+fcZna/Kags4wffvMyhopzTnNn+Dkj9vBBCiAAlCb2w1Ipj+3htzxpz/PuJF9M9Kq5Fc+V/8ySu0nwAgrv2J3baLb4IMeDFTP4BthDjXoSqo9uoOLi+Xa8/oksqb557O9HBoQBkl5dw/dcvc7y0fcp/muL79fNdLIxGCCGEaB5J6IVliqoqeGRlbYvKc3oO4coBY1s0l7M4h/yv/2mOEy/9Dbag4FbH2BE4IuOInniNOS5c+kK7xzCqSw/mnzXP3FH2aEk+P/jmZfI9OwFbLSe7lOKiSgDCw4Olfl4IIURAkYReWOZPG77gmGeVNj40gr9MubzFveLzPv8b7ooSAEK6DyV60rU+i7Mj8C67KV63AGdpQbvHMDG5Ly/MvoEgTznV3oIT3PjtfEqqK9s9llPt3+dVP98/Abu98+xZIIQQIvBJQi8ssS7zEP/bW1v68djkS+kaEd2iuWryj1Gw6FlznHj577DZHa2OsSMJ6zeB0J6jAHBXlVO89i1L4pjTczBPzrgaG0bCvCXnKLct+i8VNdWWxHPS3j3Z5uOBA6XcRgghRGCRhF60u0pnDY+u/tAcn9NzCBf2GdHi+XI/fQx3tdFuMLTPOKLGXdbqGDsam81G7MzbzXHRqv9aFsul/Ubz2ORLzPGq4we4b9lbOF0uS+JxOl3s31dbPz9wcJIlcQghhBAtJQm9aHfPbV/KvsITAEQGhfDHSZe0uNSmOi+dwmUvmeMul/++xXN1dNGTrgWHcV9BxcH1VB3bY1ksNw6exKPjzjXHXx/Zxa/WfdKuHXhOOnI4n8rKGgDi48NJSops9xiEEEKI1pCEXrSrA4XZPL11iTn+6bhzW9zVBiD/i8fBaZRrhA2YQsSIc09zRufliEogavSF5rho9RsWRgP3jZjFXcOmm+P/7lnLs9uXtXsce3Vt/fygwUnyhlAIIUTAkYRetBu3283PVn9AlcsJGJ1P5g2e3OL5agoy66zOJ178C0nGTiNm6o3m46LVb+C2qMwFjDKgX5xxHpf0HWUe+8vGr3hv/6Z2jWOvPmE+HqSk3EYIIUTgkYRetJsPDm5hbeYhABw2O3+bcjkOe8t/BfO//mdt7Xzf8bI63wSRI8/DHmVsmlSTd5Ry3f4r4t7sNjv/mH4VU5L7mcd+vPI9Vhzb1y7XLy2pIv2o0WnJZoMBg+SGWCGEEIFHEnrRLkqqK3lswxfm+PZh0xiW2L3F8zmLcyhY/Lw5Trzo/2R1vglsQSHETLrOHBettO7m2JNCHUG8eOaNqLhuANS4Xdyx+A125R1r82vv25fDybL9Xr3jCQ+XvQuEEEIEHknoRbt4autissqLAegaHs0PR89p1Xz53zyFu9LYlCikxwgiR1/U6hg7C++ym+Lv3sdVaf3mTrGh4bx+9i0kRxgbOpVUV3Ljt/PJKClo0+t6t6uUchshhBCBShJ60eYOFubw4s6V5vj/xp9HVHBoi+dzlhZQsPBpc5x40c+xtaJ0p7MJ7TOOkO5DAHBXllKy+VOLIzJ0j4rj9bNvJdrzu5FVVsRN375KcVVFm1zP7XbXrZ+XdpVCCCEClGRBos39bv1nVHtuhB2X1IvL+49u1XwFi57DVV4EQHCyIuqMK1sbYqdis9mInli7k27JhnctjKauIQnJvDTnJoI9G4PpgizuXfoWNZ7fH1/KyiymqNDYpTY8PJgePWN9fg0hhBCiPQS15mSl1HRgKtAdiAQaKmJ2a61va821RGBadHQPi9KNfuc2bPx+0sXYbS1/H+mqLCX/myfNceJFj8qusC0QPeEqcj/8DQClW7/EWV6EIzzG4qgMU1P68/jUy3l4hfFGY0mG5g8bvuB3E31bVrV7Z+3q/MBBXXA4ZH1DCCFEYGpRQq+UGg68CQw75amTCb37lGNuQBL6Tqba5eR36z8zx9cOGs+oLj1aNWfh8ldxlRi7egZ16UP0xOtOc4aoT0iKIrTnKCqPbsVdU0np5k+JmfIDq8MyXTlgHAcKc3h6m7Fnwcu7VtE/NombBk/y2TV27cwyHw8Z1s1n8wohhBDtrdlLUkqpFGARMBzYDTyFkbSXAn8EXgQOeo7lAn8Cfu+jeEUAeVOv52CRsWlPTEgYPxvburaSbmcN+V//0xwnzH0EW5B0JWmp6IlXm4+L179jYST1+8nYszm/93Bz/Ku1n7A8wzftLEtKKjmSlg8Y7SoHD+3qk3mFEEIIK7TkM+YfA0nAV8AYrfUPPcdLtNa/1lrfpbUeCNwNxAFjkYS+0ympruQfWxaa4/tHzqZLeFTr5tz4ATU5hwGwRyYQM/3mVs3X2UVNuMp8XLbjG5ylBdYFUw+7zc6/ZlzNyMRUAJxuF3cv/R/7Ck6c5szT27PrhNmusnefBCIjQ1o9pxBCCGGVliT0czFKaH6hta5u6EVa6xeAX3hef1/LwhOB6vnty8itMNohdo+M5ZYhU5p1fnFRBQf257B+7RG+/Wovn360k/ff38OKiHtZHX4HW/s9xpp1J9ix7TjHMgqpqbFux9NAFdK1P6F9xgHgrqmiZPPHFkf0feFBIbxy1s1mO8uiqgrmLZxPXkXrWm3u9iq3GTpMVueFEEIEtpbU0PcGnMAWr2NuoL4+hP8G/gzcBDzTgmuJAJRVVsQLO1eY45+OPYfw05TGlJVWsXvXCfSeE6Qdzic/r7yeV42t/S1LB9J3ms84HDa6JUfTq3c8g1QX+g/sIpsENUH0hKuoPLwRgJL17xI7zf8+9UiOiGH+WTdz2Rf/prymmrTiPG5f/Dpvn3s7IY7m/xVWU+NE69r+80OGS/28EEKIwNaShN4FFGqtvW98LQFilFIOrbXZX05rXayUKgIGtTJOEUD+sXkh5TXGhzdDE1K4rN+Yel/ndLrYtSOLdWuOsH9fDi6Xu97XNYXT6eZYRhHHMopYuzoNu91G334JjB7bnREjU4iQkop6RZ9xFTnvPApA2a5FuMqLsYdHWxzV9w1PTOXpGddyx+I3cONmfdZhfr3uU/4y5bJmz3Vwfx5VlcZfU4ldIujatXWlYEIIIYTVWpLQZwD9lFJ2rfXJOofDGDfJjgQ2n3yhUioWo46+bXaGEX5nX8EJ3tq3wRz/Yvx5OE7Z9KmqysnqlYdZsewgxUWV9c4TFGwnJSWaxC6RxASXUbHknwS7K8DmJu6i31AdEk9hQQWFBRWcyCohL6+szvkul5sD+3M5sD+Xj97fwdBh3ZgyvQ/9+idiszXUXbXzCU7qQ2iv0VQe2YK7porS7V8R7VVb70/m9h7Go+PO5c8bvwLgDb2O4QnduWHwxGbNU6e7zdBu8vsghBAi4LUkodcYK+5DgJM1DyuAERg3zHr3vvuD5+uulgYoAstfN36Ny3O34YzuA5mZWvvhjNPpYu2qNBYt3E9J8fcT+V694xg2PJkBg7qQ0j2GoCDjjUDmy7dRVPkRAJFjLyH1wu8ncGVlVWQcLWT//lz27skmI73Q67putm/LZPu2TJJTopk6oy/jxvcw5+/sosZeQuWRLQCUbPrYbxN6gHtHzGRX/nE+PrgVgF+u/ZhB8d2Y0K1Pk853udzs2H7cHA+VchshhBAdQEsS+m+Ai4ELqU3onwbuAK5VSo0EtmGs2A/HqK9/vvWhCn+3LSedr47U1rX/3/i55uPDB/P48P3tHD9WXOec6OhQJkzqxYTJvYiPD//enDUFxyla/T9znHDej+u9dkRECANVEgNVEuddMJiiwgq2bTnGls3HOJJWYL4u83gx7y/YxqJv9nHmWQMYP6Fnp0/so8ZeQu5HvwOgdOsXuGuqsAX5Z4mSzWbjialXcKAgmx15x6hxu7hz8Rt8cfEDdI88/U6vR9Lyzd1hIyND6Nsvoa1DFkIIIdpcSxL6BUBfjL7zAGittVLqZuAFjM2mTm445Qb+qbV+ubWBCv/3xOZvzccX9BnB8MRUqqudfPHpblatOFzntbFxYZx51kDOmNh4Ql2w8FlwGvX4YQOmED6wad1yYmLDmDazH9Nm9iPzeDGrVx5m43fpVFcZtdMF+eV88O52lizcz9wLBjN6bPdOW3oR0nMkQV36UJNzGFd5IWV7lhE5/Gyrw2pQeFAIL825kfM/eYa8ylJyKkq4Y/HrvHfeXae9+Xr7tkzz8bARybI7rBBCiA6h2Qm91joX+Ek9x99WSi0EzgN6AIXAQq313lZHKfzexhNpLE7XANiw8aPRZ5F5vJg3X99E5vHaVfngEAdnnT2QaTP7EhzsaHROV1U5BUtfMMfxc3/YyKsblpwSzeVXjeC8CwezbnUay5YcpLS0CoD8/HLeemMzq1ce5qJLh9Krd3yLrhHIbDYbUWMupuDbpwAo2fyJXyf0AD2i4vn37Ou57uuXcbpdbM1J59HVH/Dk9KsbfGPmdrvZvrW23GbEqOT2ClcIIYRoUy1ZoW+Q1joHeN2Xc4rA4L06f0m/UVQdcfH0myvNFXGAwUO6ctmVw4lPiGjSnMVr38JVkgtAUGJvosZe0qoYw8ODmTVnAJOn9WHNqjSWLTlAaYmR2KcdzueZJ1cxbnwPLrxkKJFR/lly0laixl5iJvSlmz7GfcNTfv+JxZSU/vx2woX8at0nALx/YDPDE7tzx7Dp9b4+/WghBflGO9TwiGAGDOzSbrEKIYQQbUk+bxattjbzICuO7QfAjo0ZBYrX5280k/mgYDuXXTmcW+44o8nJvNvtpuDb2q0L4s66D5u98RX9pgoNDWLWmf352S9mM+vM/nXKLjZ+l84Tf1nKpo3puN0tb6MZaMIHTcMeadST1+RnmL3p/d28IZO5ZuB4c/yHDV+w4ti+el/rvTo/bHg3KbcRQgjRYTR5hV4pFQpcCowDYoACYB3wqda6pi2CE/7P7Xbz+CZjdd7mhquLJvLdtgzz+cQuEdx86xkkpzSvt3m5Xk7lUaOTiS0kgtgZt/ouaI+wsGDOv2gIEyf34vNPdrNju1FfXVpaxdtvbGHzdxlcfvXIem/W7WhsjiCiRl9I0ar/Aka3m7C+409zlvVsNhuPTb6UfQUn2JR9BJfbzT1L3+Krix+gR1Rt+ZTb7Wb7ttqEfvjIFCvCFUIIIdpEk5aolFJTgIPAm8AjGB1tfgK8B2il1Ig2i1D4tdXHD7Au6xB2l41pR4ZgT6t9jzhgYBceeHhas5N5gIJvnzYfx0y9EUdk29W2J3aJ5KZbx3PLHWcQFxdmHtd7svnn35axeWNGI2d3HJFjLjIfl2770sJImifUEcSLZ95AN8+GWAWVZdy15H9UOmvXGdKPFpKbY+xVEBoaxCAl5TZCCCE6jtMm9EqpVOAzIBmwYXSuOblvug2j480Xnk2kRCfzr62LsbtszEgbQs/CRPP4+Ak9ue2uCS3aobU6J42STR+b47iz7vdJrKczZGg3fvSzWUyd3oeT5eMVFTW89cZm3nx9E+Xl1e0Sh1Uihp0FDqNLTGXaZmoKjp/mDP/RLSKG/8y+gSCb8Vfa1px0frPuU/N57zdlw0cmExTkm/ItIYQQwh80ZYX+IYzdXguAm4AIrXUyEAk8CJQD3YHb2iZE4a82nkhjzfGDTDmi6F5c28972oy+XHnNyBbXKBcseg7cxibEEcPOIjR1qE/ibYqwsCAuuXw49zwwhYTE2nr/LZuO8c/Hl3PoQG67xdLeHOExhA+aZo5Lt39lYTTNN75bb3414QJz/IZex7v7NuJ0uti6+Zh5fMy4VCvCE0IIIdpMUzKuszFW5R/UWr+hta4C0FpXaK2fAX6DsVJ/TtuFKfzR01uXMDF9IL2KassX5pw9kIsuHYrd3rIOKa7KUgqXvWSO485+oNVxtkSfvgk8/OMZjJ/Q0zxWkF/Of55by9JF+zvsDbORI88zH5duDZyym5NuHTKFi/uONMePrvmQRRv3UuzZmTg6OlS62wghhOhwmpLQ98NI6N9v4Pl3vV4nOoldecfI3lBOv/xu5rHps/pxznmDWtXusGj1G7jKCgAI7tqfyJHntzbUFgsLC+Lq60Zx47xxREQYpSgul5svPtvDa6981yFLcCJH1u7uW7ZzIe6awPoebTYbj0+9gkFxXQGodNbw5sLvzOdHjene4jebQgghhL9qSkIfDWRrrSvqe1JrneZ5GOmzqITf+/enqxiWXbt6PWFSTy68eEirkvnvt6q8H5vd+taCI0al8PBPZtC7T+2Nubt2ZPGvJ1aQfrTQwsh8L6T7UIISewHgKi+k/MAaiyNqvsjgUF6YfQORQSE4XHbic6PM56TcRgghREfU1GypKfUFsuzVSazYcoCQLaHmOHVADJdfNbLVGxGV715C1bFdANjCooiZPq9V8/lSXFw4d98/mekz+5rH8vLKeO6pVWzckG5hZL5ls9mIHFG7Sh+IZTcAA+K68vfpV5FalECwy+i8FBRjo0dPuXdfCCFEx2P98qcIKAUF5Xzy1i7snl+d6uhq7rptik/KGAoW/9t8HDP1JhzhMa2e05ccDjsXXTqMG+eNIzTUSBJralwseHMLn3+yC5erY9TVR47yqqMPsBtjvV3YZwQzqwab483haaw8vt/CiIQQQoi20dSNpRKUUotb8Rq31npOM+ISfsjpdDH/1Q3YqozkvTyoiituGE5YWJP3J2tQTcFxSjZ7tao88+5Wz9lWRoxKITklmv++8h1ZWSUALFtykKysEq6/cQxhYcEWR9g6EUPOxBYUgrumiqqj26jOSyc4oYfVYTVbfl4ZrizjsRs3B+KzuG/p23x1yYN0j5SVeiGEEB1HUzOxEGBWK17T4qVLpVQwMAM4H5gJDALCMHrhrwGe0Vovben8oum++nwPx44UAeDCTd6oAmYNGuSTuQuXvQyejYDC1QxCU4f5ZN62ktQ1ivsenspbr29m964TAOzZdYJnnlzFvNvOoEtS4N5SYg+LIlxNp2znIsDYZCpu1h0WR9V8G9Yf5WQzorzYEspCKimrrOS+pW/y7nl3EmSXXvRCCCE6hqYk9K+1eRSNmwl863mcCSwHSoGhwBXAFUqpP2itf21RfJ3Crh1ZLFty0BxvS07jZzPP8sncbmcNhcteNMexs+/yybxtLSwsmJtvO4OvPt/D0sUHADiRVcLTT67kplvG0X9A4LZHjBxxnpnQl+1cGHAJvcvl5rv1tfc2nDdrCN8e3obL7WbDiTQe3/QtPx8/t5EZhBBCiMBx2oRea31LewTSCBdGy8x/aa1XeD+hlLoG+B/wK6XUEq31EisC7OhKiit59+2t5jgjOo+qAZXM7uGb1fnSLZ9Rk2ckX46YrkSPv9wn87YHu93G+RcNITklmvcWbKOmxkV5WTUv/XsdV107irHjA69UBSBi+Nnm47Jdi3G7nNgCaEV7395sCvLLAYiMDOHSaSM4Hp/PXzd9DcCz25cyMbkvZ/ZQFkYphBBC+Ibf3xSrtV6stb7y1GTe89wCYL5neEO7BtZJuN1u3n93G6WlVQCUBVeypude7hg+HbvNN78+BUtqb4aNnXErtqAQn8zbnsaO78Hd908mOtro/uN0unn7f1tY9M2+gNyEKiR1GI4YY48BV2kelUe2WBtQM61fe9R8PHZ8KkFBDu4bOZOZ3Qeaxx9avoBjpR2r7agQQojOye8T+ibY7PkamEuhfm7zxgx2bs8yx2t77CM6KpTL+4/xyfxVWfsp2+GpqLLZiJ0ZWKUd3nr1juf+H06jW3K0eezrLzXvLdiG0+myMLLms9lsRAyrvY/9ZPlNICgsrGDn9kxzfMZEo6++3WbnXzOuoVuE0T0pv7KM+5a+SY3LaUmcQgghhK90hIT+5JLbcUuj6IAKC8r56P0d5nhfwnEyowu4afAkwoN808mlcMkL5uPIkecRnNTHJ/NaJT4+nHsfnMKAgYnmsQ3rjvLqSxuoqAisXVcjhnol9LsWWhhJ86xbnWa2EO3TN4HklNo3WF3Co3h25rXYPXsmnKynF0IIIQJZQCf0SqlkYJ5n+L6FoXRIH72/g4oKo/NMSUgFm1MOEeoI4ubBk30yv6uqgsKV881x7Gz/bVXZHOHhwdx650TGedXP792TzfNPr6GwoNzCyJonYljtTc/leiWuKv+PvabGydrVaeZ42ow+33vNpOR+/GTMOeb42e1LWZyu2yE6IYQQom20voG4RZRSQcAbQCywSGv9aQOvm0dt0n86o30RW0ewa0cWO3d4l9rspcbh4ur+4+kSHuWTa5RseBdXSS4AQYm9iRzZcbqOBAXZufr6UcQnhrPw630AHD9WxDP/WsWtd0wgpbt/bZpVn+CEHoSkDKbq+B7cNZWU71tF5DDfdDZqK1s3H6ekxLjfIzYujGEjkut93X0jZ7I28yDLjhn/bR5avoCvL3lI+tMLIYQISIG8Qv9vYA5wlMZviO2D0fqyKX/kX3OgqsrJxx/WltociM/iRJTRf/7OYdN8dp2CJf8xH8fNvjOguqg0hc1m45y5iquvG2XupFtYUMHzT69m/74ci6NrmjplN35eR+92u1m14pA5njy1Dw5H/X/FST29EEKIjiQgE3ql1L+A2zD60s/RWmc28vLDwLIm/pGWF8Cib/eRn+cprwhxsyXFSJLm9BjMgLiuPrlGRdoWKvavMQaOYGJm3OqTef3R+Ak9ue3OCYSGGh+IVVTU8PJ/1rNlU4bFkZ1enRtjd/l3Qn8krYD0o8b/wkFBdiZO6tXo66WeXgghREcRcCU3Sqm/Aw9i7BQ7R2u9r7HXa63nU9va8nRzL8VYqe+0TmSVsHzJAXO8JeUwlUFGHf3tw6b67DqFS2tvho0efzlBMb55o+CvBqok7nlgCq+8uI6iwkqcThdvvr6ZwsIKZszqh82TVPqb8MGzwGYHt4vKtE04S3JxRCWe9jwrLF2033w8emwqkVGnb396sp5e+tMLIYQIZKddoVdK+U2moZT6G/AjIBc4S2u9y+KQOpzPPtmF02l0CInoFsSuGGMVuX9sEtNSBvjkGq7KUorXvGmOA2Vn2NbqnhrDfQ9No1u32nsQPv9kN598uNPsyuJvHBGxhPWbYAzcbsp2++febZnHi+vc8zFjVr8mn3tqf/ofrniHrLIin8YnhBBCtKWmlNycUEr9Vyl1jVLKshpzpdRfgJ8A+cDZWuttVsXSUe3bm8OeXScAsNngu9SD4Hk7d/PgST5bRS5e/y6uimIAgpMHEa5m+GTeQBAfH849D06hb/8E89iqFYf532sbqa7yz/rtiKFnmo/L9iyzMJKGLV1cuzo/bHi3Oq0qT8dus/PUzGvoFm6ck1tRysMr3sHlDqy9A4QQQnReTUno4zFuOn0TI7lfrJR6RCnVbp9JK6X+CPwMKMBI5jc3foZoLpfLzeef1H7g0XNYLFtqjgAQGRTCVQPG+exahcteNh/HzrjNb8tN2kpERAi33zWRkaNTzGPbt2Xy4r/XUubZkdefeL/hKtfLLYykfnl5ZWzZdMwczz6r+Z8kJYZF8a8Z12DzvINdcWw/z2/3v+9VCCGEqE9TauiTgPOAi4BzgFkYdeZ/U0odBD4FPgeWaa1rfB2gUupi4Bee4X7ggQbeS+zRWv/F19fvLDZvzOBYhlFmEBxsZ3vyETAW67lywFiiQ8J8cp3KjF1U7F9tDBxBxEy90SfzBprgYAfX3ziW2NhdrFhm3HR8+FA+zz21mlvvmkBCQoTFEdYKHzgFHEHgrKEqfQfO4hwc0V2sDsu0bPEBs2Sp/4BEevWOb9E807oP4L6RM3lm21IAHt/0DZNT+jE2qfGba4UQQgirnXaFXmudr7V+U2t9HdAVI6H/B6CB/sDDwDdAjlJqgVLqJqWUL/+1T/B6PB64uYE/HaeJeTurqnLy1Rd7zPHYqal8lb3THN88xDcbSQEULq9dnY8aczFBsd18NnegsdttXHTpMC68ZCgnP6Q4caKEZ59cRUa6/zRcsodGEtZnvDku27vCwmjqys8rY/3ao+a4Javz3h4Zc7aZwNe4Xdy/9G2KqipaNacQQgjR1prV5UZr7QSWe/78RCnVF2Pl/iJgOnAVcCXgUkptAD4DPmtNvXtzutSIllmz6jCFBUbSEhUdyr5ux3HmGfXDU1P6MyjON0m3q7qSolWvm+PYmbf7ZN5AN2NWP+LiwnjrjS04nS6Kiyt5/pnV3DRvPIMGJ1kdHgDhg2dScWAtAOV7lhE97jKLIzJ8+/U+nE7jd7V3n3gGDmrdWkKw3cEzM6/l3I//RXF1JUdK8vj56g95Zua1na40TAghROBoVR96rfUhrfVTWuuzgS4YCf3rGF1oJgF/ADYrpdKUUs8qpc5XSoW2OmrhM5WVNSxdXNumcvbZ/Xnr0AZzPM+Hq/Olmz7y2hm2FxF+vutoexo5ujt33DOR8PBgAKoqnbzy4nq+W3/0NGe2jwjvOvo9/lFbnpVVzMYNtT+fuRcM9knS3Ss6gb9Oudwcf3xoK+/u39jqeYUQQoi24rONpbTWJVrr97XW84AUYDLwZ2A70BO4B6Pe/me+uqZovdUrD1NaYtyIGRcfTnZyIbkVpQB0j4zl7J5DfHatujfD3trhdoZtrX79E7nngSnExRn3K7hcbt55ayuLvt2H221tW8vwgVPB89+rMn0bztJ8S+MB+ObLvZz8sQxSSfQf4Lv++Bf3G8U1A2vLjH659hMOFGb7bH4hhBDCl9pkp1ittVtrvU5r/Uut9WiMhP5e4AugrC2uKZqvoqKaZV6r83POHsBb+2tX538waAJBPkq6q04cqN1p1GYnZto8n8zb0SSnRHPfw9NI6V7bdvHrLzQfvLvdLC2xgj08mtDeY42B2025xXX0R9Ly2b71uDk+93zfN936w8SL6R9rlDyV1VRx39K3qHT6/L5/IYQQotXaJKE/ldY6Q2v9b631RVrrJ9rjmuL0Vq04TFlZNQAJCREkqDDWZB4EwGGzc82gM3x2raLlr5qPI0ecS3BiT5/N3dHExoZxzwNTGDCwth583Zoj/PfVjVRVWpdQRgyu3UTZyrIbl8vNxx/sMMcjRibTs1ecz68TERzCczOvI8TzpnZH3jH+/N2XPr+OEEII0VrtktAL/1NRUc3ypQfN8ZxzBrLgQG2d8Fk9B5McEeOTa7mdNRSunG+O5WbY0wsLC+bWOycwdlyqeWz3ziz+89xaSkoqLYnJux+9lRtMbdyQztEjRhegoCA751/ku7KwUw1L7M4vzjjfHL+0axWLju5p5AwhhBCi/UlC30mtW3OEcs/qfGKXCIaP6Vbnxr/rB03w2bVKt32Bs8Aoj3DEdCNy1AU+m7sjCwqyc80PRjN7Tn/z2NEjBTz7r1Xk5pS2ezzhg6aBzfgro/LIFpxl7d9as7y8mi8/222OZ8zuR2KXyDa95q1DpnBWz8Hm+Icr3iWrrKhNrymEEEI0hyT0nVBNjZMVy2pX52ed2Z9FGXvMm2FTImKZlTrIZ9crXPqS+Thm+jxsQcE+m7ujs9lsnHfhEC69YrjZqz43p4xn/rWKI2nte2OqIyKW0F6jjYHbRfnele16fYBvvtSUeG7ijo0N48w5res73xQ2m41/TLuKbuHGfQ15laU8tPwdnC7r7mkQQgghvElC3wlt3phBUaFRthEdHcrY8T3439715vPXDToDh903vxrVeemUbqutO46dcatP5u1spkzrw023jCco2PjvUlpSxX+eW8uunVntGke4mm4+Nnf8bSeHD+axeuVhc3z+xUMICW3WVhotlhAWyVMzrsGG8a5q5fH9/Gen/2ywJYQQonOThL6TcbncdfrOT5vZl2MVBaw4th8Au83GtV7t+lqraOVr4DZWMsOHzCakW9uvqHZUw0Ykc9e9k4mIND7hqK5y8trLG1i3Jq3dYggfOMV8XL6v/RL66ion77y9tbZN5eAkRo/p3m7XB5jafQD3j5xljh/f9A3bctLbNQYhhBCiPpLQdzK7d2aRfcIorQkNDWLSlN68tbe2VeXsVEX3qDifXMvtclG4/BVzHDvzNp/M25n17hPPfQ9OJSEhAgC3G95/ZztffbEHl6vte9WHD5xqPq44uB53TVWbXxPg6680Odm1v7dXXj3Skp1bfzTmLEZ3MTo0VbucPLB8AWXV7fMzEEIIIRrSqoReKWVTSiUrpboppeTNQQDwXp2fNKUXQaF23tnnfTOs71pVluvl1OQcBsAeGU/U2Mt8NndnltQ1ivsenkpqj1jz2OJv9/PaK99RXl7dptcOikshOKkvAO7qCirSNrfp9QD278thhVdHpgsuHkJcfHibX7c+wXYHT8+8hoigEAAOFGbz+w2fWxKLEEIIcVKLknCl1ECl1DtAEZABHAOqlFJblVKPKaX6+DBG4SNH0vJJO2zcSOlw2Jg2sx+Lju7hRHkxAN3Co5nj1c2jtYpWvmY+jp54LfaQMJ/N3dlFR4dy9/2TUUOSzGO7d2bx9D9XkpVZ3KbXDhtQW3ZTsX9Nm16ruKiCN1/fbJbaDBzUhYmTe7XpNU+nb0wX/jDpYnP8hl7H12k7LYxICCFEZ9fshF4pNQxYD1wBRAI2zx87MAL4GaCVUs8ppaxZRhP1Wr3isPl49JhUYmPD6rSqvHrgeJ/tDOuqKKH4u/fNcey0m30yr6gVGhrEvNvOYObsfuaxnOxSnn5yZZ1dVH0tfOBk83H5vlVtdh2Xy81bb2yhpNi4gTsqKoRrrh9tSanNqa4eMI4L+owwxz9e9b60shRCCGGZlqzQ/xmIBcqA3wOTgN7AGOAO4BvAAdwFrFdKyZagfqC4uJKtW46Z4ynT+5BTXlJnk5yrBozz3fU2vIe70qh5DkkdRmhf391oK2o5HHYuuHgo1980luAQ481YVaWT1+dv5ItPd+N0+r61oncdffm+1bjdbVO7//WXmv37cgCw2eDaG8YQE+sfn/LYbDb+MuUyc/O1/MoyfrTiXVxuaWUphBCi/bUkoZ8OuIHbtda/1Vqv11of1Vpv1Vq/rLU+DyO53wgMA75USoX6MGbRAuvWpOF0GolX7z7x9OwVx0cHt1DjSUDO6NqbfrFdfHY973KbmGk3+8Wqakc2ekx37n9oKgmJEeaxpYsP8PzTq8nLLfPptUJSh2EPNxJZZ2Em1dmHfDo/wHfrj7Jk4X5zfObZAxmkkho5o/3Fh0bwL69WlsuO7eOVXe3bylMIIYSAliX0oUAV8F5DL9BabwdmABuAIcBDLYpO+ITT6WLt6trWhlOm9wGoU25z1UDfrc5XnThAuV5uDOwOYiZf77O5RcNSusfw4I+m1amrP5JWwJNPLGfLpgyfXcdmdxDWf5I5rvBx2c2+vTm8/842czx4aFfOPtd3G5350tSU/twzYoY5fuy7L9mVd6yRM4QQQgjfa0lCnwG4tNbOxl6kta4AHsaor5eMzkLbt2XW2UhqxMgUduYeY2eeUWcd6gjiwj4jfXa9olWvm48jR5xLUFyKz+YWjYuICOGW2ydw/kVDsNuNleOKihrefH0zC97c4rMuOKeW3fjKoYN5zH95g/lpUkr3aK6/caz5vfijH485mxGJqQBUuZzcv+xtymvattuQEEII4a0lCf1iIEwpNed0L9RarwHKgYEtuI7wEe+bYSdN6U1QkL3O6vx5vYcT46MONG6Xi6KV/zXHMXIzbLuz223MOrM/951SgrNxQzp//+tSn+wuW+fGWB91ukk7nM8rL6ynuspYK4iNDeOW2ycQFtY+u8G2VIgjiGdmXkuYw9jwa2/BCf703RcWRyWEEKIzaUlC/xegEnhKKRXb2AuVUkFAEFDSgusIH8jKLObwoTzASPQmTelFtcvJhwe3mK+52oc3w5brZdTkGuU99sh4Ikdf5LO5RfP07BXHwz+ezphxqeaxosJK5r+0gbff2ExpScs3RArrNxE8HZGqMnbgLC1oVay7d2bxwnNrqKysASAqOpQ7751kWb/55uofm8RvJ15ojufvXlPnhnMhhBCiLbUkob8FmI9RG79SKTWhkddeAwQDy1pwHeED69ceMR8PG96N6JgwlqRrciuMDjTJETFMTenvs+vV6T0/6TrswXI/tJXCwoK57oYx3HjLOKKiQszjmzZm8LfHlrBq+aEWdcKxh0UR2nOUMXC7qTiwtkXxud1u1qw6zGuvfEd1tRFHZFQId94zkaSuUS2a0yo/GDSBc3sNNcePrHyP7PK23RNACCGEAGP1vLl+idHlxg0MBdYopVYBHwKbgFygC3AOxs2w2cD/+SRa0Sw1NU42fpdujid4NuTx3hn2ygFjcdh9s8mvq7yY4g1eveenz/PJvKL1RoxMoV//RD75cCebNxo3yJaXV/PxhztZt/YIF1w8hEEqqVndiMIHTqEybZMx1/41RI6c26yYqipr+PC9HXV+R+MTwrn9rsBL5sFoZfn41CvYkn2UrPJicipKeGTle7x21jzp8iSEEKJNtSSTexPYBTip3VRqGvAERn39VmARxgZTlcCPgUJfBCuaZ8f2LMpKjZvz4uPDGTgoidyKEhYe3W2+xqe95797D3eV0SIxpMdwQnuP9dncovUiI0O47oYx3HLHGSR2qa2tzzxezMv/Wc/zT69m396cJveVD+s/0XxccXB9s2I5sD+Xfz6xvE4y3z01hvsenBqQyfxJCWGR/HP61eZ4cbrmtT0t+/RCCCGEaKpmr9BrrW8AUEqFAMOBUcBoz5+RGJtOnRSHUZ6DUioL2IaR8G8DtnnaW4o2sn5NbbnN+Ik9sdttfHRwq9l7flxSL/rH+q63d9EKr97zU6X3vL8aMrQbAwd1YcXSQyz6dh9VnptQDx/K58Xn19K7TzxTZ/RlxMhkHI6G3/PXSegPbcDtdp/2v3l+Xhlff6nZ9F3dNprjJ/TgsitGmJtjBbIZqQO5c9g0Xti5EoA/bPicycn9UPHdLI5MCCFER9Xi9hFa6yqMEptN3seVUn2oTfJPfu0DJHv+nO15qbs11xeNy80prbPL5hkTjQ17PzywxXyNL1fnq7L2U753hTGQ3vN+LyjIweyzBjD2jB4s/nYf69ceMVtFph3OJ+1wPjGxoYw7oyejRncnpXv095L14KR+2KMScZXk4irNpzprPyHJ9Te0yjxezMrlh9j0XTo1NbU1+2FhQVx82TDGndGjQ70B/Nm4uaw4tp/d+ZlUOmu4f9lbfHbR/YQ65K88IYQQvufzf1201oeBw8DHJ48ppWKom+SPwai/F21kw7qj5mM1pCtxceEcKsphS45xPNju4IK+I3x2vbq95+cSFJfss7lF24mNDeOyK0cw68z+LF64nw3rjuJyGYl9UWElSxbuZ8nC/SR1jUQN7kr/AYn07htPVFQoNpuNsH5nULbtK8AouzmZ0DudLo5lFLF/Xw7bthwnI/37VXfDhnfj0iuGExsXGJ1smiPUEcSzs67jvE+eptJZw+78TP668St+PeHC058shBBCNFO7LBdprYuAFZ4/ACilAv+zdT/lcrnr3gw7ybgZ9iOvVpWzUwcRHxpx6qkt4na5KFolvecDWXxCBFdcPZKzzx3E2jVprFt9hOLiSvP57BOlZJ84xMrlhwCjE01SUhQh5ddii+iHDTeOxSW4d28gL7eM3JxSs2vNqXr2iuP8i4bQf0Biu3xvVhkU141fn3EBv1hrrG28sHMlM1MHMTPVP3e9FUIIEbgs+/z3dDvNipY7eCCXwoIKwLgRcsjQrrjdbj46uNV8zaX9RvvseuV7llKTa9Tr2yMTiBwtq5CBKiY2jHPmKs48ayB69wm2bjnGrh1ZZp39SaUlVZSW5AHxEHqucTAXyK1/0yqHw8aQYd2YPqMvffoldKjymsbcNHgSi9M1i9KNnvQ/XPEuCy99mISwSIsjE0II0ZFIQWcHtMlrdX7UmO44HHa252RwoDAbgMigEM7uNcRn1yv06j0fM/l66T3fAQQF2Rk2IplhI5KpqnJyYH8OB/fncvBAHpnHixpcffcWFx9On77xqMFdGTq8G+Hhwe0QuX+x2Wz8fdqVnP3xk2SXl3CivJifrHqfl868sdO8qRFCCNH2JKHvYKqqnGzbetwcjx1v7BL64cHN5rG5vYcRHhTyvXNbwlleRMl3tb3npdym4wkJcTBkaDeGDDW6tLhcbgryy8nNLaOstIqjb/wcZ3EOdqpJueKXdBsykoTECCIjffM7Fui6hEfx92lXcdO3rwLw9ZFd/G/vem5QE09zphBCCNE0vtlRSPiNnTsyqao0yiO6JEXSs1ccTpeLjw9tM1/jy3KbkvXv4q4qByCkxwhCe4/x2dzCP9ntNhISIxg4qAujxnRn3MAahlR9hapaRH/Hdnr2ipNk/hRn9lDcMmSKOf7tus/YX3DCwoiEEEJ0JJLQdzDe5TbjxhutANdmHSKrrAiAxLBIpnUf4LPred8MGztNes93RmH9vPrRH1hnYST+7f/Gn4eKMz7lqHBW88DyBVQ5ayyOSgghREcgCX0HUlxUwd492eZ4jKfcxru7zYV9RhJs902DIaP3vLF5DnYH0dJ7vlMK6zfBfFxxaIOFkfi38KBgnpl5ndmLfntuBk9s/tbiqIQQQnQEktB3IFs2H8NttBCnb/8EEhIiqHTW8MXh2g15L+8/2mfXK1pZuzofOfI8gmJlJ8zOKLTXaHAYN7xWZ+7FWZpvbUB+bEhCMj8fN9ccP799OauOH7AwIiGEEB2BJPQdyNbNx8zHY8cZq/NL0jWFVUYLy55R8YxN6uWTa0nveXGSPSSM0F6jzLGs0jfu1qFTzF70btw8tHwB+ZVlFkclhBAikElC30Hk5ZVxJK0AMG5aHD4yBahbbnNpv9E+q3Ev37OEmjxj11l7VCJR0nu+Uwvre4b5uOLAegsj8X92m51/TLuShFCjF31mWRE/W/UB7pMfrwkhhBDNJAl9B7FtS22ryoGDuhAZGUJZdRULj+4xj1/Sb1R9p7ZI4Yq6vedtPmqDKQJTeH+vOvqDktCfTreIGJ6YdoU5/iJtB+/s32hhREIIIQKZJPQdxLYtteU2o8Z0B2BR+h4qnNUADIrryuD4ZJ9cy1leRMnGD8yxlNuIUO8V+rRNFkYSOM7pNZQbvXrR/2rtJxwqyrEwIiGEEIFKEvoOIDenlPSjhQA4HDaGDjduTv3M62bYC/uM9Nn1Sta/U9t7vudI46ZI0amFJA/C5ikhcRYcp6bg+GnOEAC/nnAB/WOTACirqeKBZQuodjktjkoIIUSgkYS+A/AutxmkkoiIMMptFnmV21zYd4TPrle4UnrPi7psdkedN3YVh6V8pCnCg0J4Zsa1ZivZLTlHeXLLIoujEkIIEWgkoe8Atjah3GZQnG9aSlZl7qNi3ypj4AiS3vPCFNZnrPm48rCU3TTViC6p/HTsOeb46W1LWJd5yMKIhBBCBBpJ6ANc9okSjmUYu8AGBdnbvNzGu1Vl5MjzCIrp6rO5RWDzTuiljr557ho+nakp/QFwud08uHwBhZXlFkclhBAiUEhCH+B2bMs0H6vBSYSFBbdZuY3b5ayT0MdOm+eTeUXHENpnnPlYVuibx26z8+T0q4kNCQcgo7SA/1vzkbSyFEII0SSS0Ae4nTtqE/oRo4ze897lNiqum8/Kbcp2L6EmLx0AR3QXIked75N5RccQkqyweRLSmvwMagqzLI4osKRExvK3qZeb448PbeUDr30khBBCiIZIQh/ACgsr6mwmNXioUf7iXW5zQR/f3QxbtLK293z0JOk9L+qyOYLkxthWuqDPCK4dON4c/2LNRxwpzrMwIiGEEIFAEvoAtmtH7Qpov/6JbdrdxllWSMl30nteNC6st9eNsWmbLYwkcP1u4kX0iU4EoKS6kgeXL6BGWlkKIYRohCT0Acy73GbYCKOspq3KbYrXv4O7ugKA0J6jCOs92ifzio4l1PvGWFmhb5HI4FCemXktQTbjr+fvTqTx9LYlFkclhBDCn0lCH6DKy6s5sK92V8mhw41dYNuu3Kb2ZlhZnRcNkdaVvjE6qSePjDnbHD+5ZTEbT6RZGJEQQgh/Jgl9gNK7T+B0Gh0wUnvEEh8fTnlN25TbVGXupWL/amPgCCJ68nU+mVd0PCHdh2ILDgOgJu8oNUXZFkcUuO4dMZOJ3foA4HS7eGDZAoqrKqwNSgghhF+ShD5A7fSqnz9ZbrM0Y69ZbjMw1nebSXmvzkeOPF96z4sG2RxBhPYcZY4rpR99iznsdv414xpiQow3SEdK8vjV2k8sjkoIIYQ/koQ+ANXUONmz64Q5HuYpt/kqbad57Lzew3xyLbfLSdHq181x7PR5PplXdFx16+gloW+NHlHx/HnyZeb4vQOb+PjgVgsjEkII4Y8koQ9AB/blUllZA0BCYgTJKdFUu5wsPLrbfM1cHyX0ZbsWe/WeTyJypPSeF40L6z3GfFwpN8a22iX9RnFF/9qf6c/XfEhGSYF1AQkhhPA7ktAHoB3bvbvbJGOz2VibeZBCT31t98hYRiSm+uRadXrPT74eW1CwT+YVHZf3jrEV0rrSJ/446RJ6RSUAUFRVwYPLF+B0uSyOSgghhL+QhD7AuN1u9O7acpuhw4w6ee9ym3N7DcNms7X6Ws7SAko2fmiOY6W7jWiC0NSh4DDe+NXkHMZZWmBtQB1AdEgYT8+8BoenleW6rEM8v2OZxVEJIYTwF5LQB5iszBIKCoyV+LCwIPr0jcfldvHVkV3ma3xVblO8wav3fK/RhPYadZozhABbUAih3Yea48r0bRZG03GM69qbh0adaY6f2PQtW7KPWhiREEIIfyEJfYDZ47U6P1Al4XDY2ZqTQVZZEQDxoRFmq7vWkt7zoqW83/xVHpGE3lceHDWbcUm9AKhxu3hg+QJKqystjkoIIYTVJKEPMN4J/eAhRvtI73Kbs3sOIcjuaPV1qo5rKvavMQaOIKInSe950XR1E/ot1gXSwQTZHTw18xqigkMBOFSUw2/Xf2ZxVEIIIawmCX0Aqaio5vDBPHOsBicB8NUR7/r5od87ryWKVtWuzkeNvpCgmCSfzCs6hzoJ/VFZofel3tGJ/HHSJeb4rb0b6uwQLYQQovORhD6A7Nubg8tVuztsTGwY+wpOcKDQ2I0zPCiYGamDWn0dt8tJ0ara3vNSbiOay3tzqar0HbidNRZG0/Fc0X8Ml/St/Rn/dNX7HC3Oa+QMIYQQHZkk9AHEezMpNcSzOu9VbjMrdRDhPmgrWbZzITX5GYCn9/yI81o9p+hcHFEJBCX0BMBdU0lVprY4oo7FZrPx5ymX0TMqHjBaWd637G2qXU6LIxNCCGEFSegDhNvtRu+pp37eq9xmbu/hPrlW0Yr55uPoKT+Q3vOiRUJ7jjQfV6ZtsS6QDiomJIxnZ11HkKeV5absIzyx6VuLoxJCCGEFSegDxPFjxRQVGt0sIiKC6dU7nmMlBWzNMXZxDbLZmdNDtfo6ztJ8SjZ9bI6l97xoqdBeo83HUkffNsYm9eKn4841x89uX8qyjL3WBSSEEMISktAHCO/uNoMGJ2G32/jaq/f85JR+xIVGtPo6xevexl1jvHEI7T22ziqrEM0R2strhV463bSZu4dPZ2b3geb4oeXvcKKs2MKIhBBCtDdJ6ANEnfr5wUa5zcKju81j5/byzWZSdXrPT5/nkzlF51Rnhf7IVtxut3XBdGB2m50nZ1xNUngUADkVJTy84h1cbpfFkQkhhGgvktAHgIqKao6k5ZtjNTiJkupK1mQeNI+d1XNwq69TmbGLioPrAWO3z5hJ17Z6TtF5BSf1wxZmJJnO4mychZkWR9RxJYVH89SMa7BhA2D5sX08v325xVEJIYRoL5LQB4CDB/LMdpXdU2OIig5lecY+qjwdLYbEJ9PD0+2iNYpWvmY+jhx9EY6oxFbPKTovm91OaA/vsputFkbT8U3vPpB7R8w0x3/b9A0bT6RZGJEQQoj2EhAJvTI8pJR6Qym1RynlUkq5lVJXWh1be9i/N8d8PHBQF6Buuc1ZPYe0+hpuZw1Fq98wx1JuI3yhbh29JPRt7cdjz2ZsUi8AnG4X9y17i8LKcoujEkII0dYCIqEH7gGeBH4AKPB8rtxJ7KuT0CfhcrtYlL7HPOaLhL50+9dmSYQjLoXI4ee0ek4h6rSuPCoJfVsLtjt4dua1xISEAZBeUsDPVn8g9y8IIUQHFygJ/Q7gceAaYACwzNpw2k9hYQVZmUbHCofDTp9+CWzOTie3ohSAxLBIxiT1aPV1ilbONx/HTLkBmyOo1XMKceqNsaLt9YxO4G9TrzDHnx3ezv/2rrcwIiGEEG0tILI2rfVL3mOlWt9vPVB4l9v06RtPSIiDRV7lNnN6DMZua937MmdJLiWbPzXHMdJ7XvhIaI/hYLOB201V5l5clWXYfdBeVTTuwj4juFFN5HW9DoDfrPuU8V17Mzg+2eLIhBBCtIVAWaHvtOqrn//Wx/XzRWveAmc1AGH9JhLavfVzCgFgD40kuJunR7rbRdXx3Y2fIHzm1xMuRMV1A6DSWcM9S96krLrK4qiEEEK0BUno/Zjb7WbfvmxzPGBQF9JL8tmdb9S6h9gdzEgd2NDpTebd3SZm2k2tnk8Ib6E9hpuPK9N3WBhJ5xIeFMxzs64nzBEMwL7CEzy65kOppxdCiA5IEno/duJECUWFxq6t4eHB9OgZx6KjtTfDTk7uR1RwaKuuUXl0G5VpmwCwBYUSPVF6zwvfCkmtTeirJKFvVyq+G49NvsQcf3BgM2/u3WBhREIIIdpCQNTQt4ZSah4wr4kvH91mgbTAfl1bbtN/YCJ2u83n5TaFXqvzUeMuxREZ1+o5hfAW2qN2F2NZoW9/Vw8cz7qsQyzYtxGAX6/7hFFdUhmemGpxZEIIIXylwyf0QB9g5ule5I/27atbP19aXcnq4wfMY63dHdZdU03x6v+ZY+k9L9pCaI8R5uOqjJ0WRtJ5/XHSJWzNyWBPfiaVzhruWvImX178gNneUgghRGDrDCU3hzHaXDblT6E1IX6f0+niwL5cczxgUBdWHNtv7g6r4rrRMzqhVdco3fYFzmKjRj8ooQcRQ+e0aj4h6hPctT+2IKM0rCY/A2dpvsURdT7hQSH8Z/YPiAwKASCtOJcfr3xP6umFEKKD6PAr9Frr+cD8prxWKbUUP1nNz0gvpLKyBoC4uDC6dIlk4aracpuze/mg3GbFfPNxzJQbsdkdrZ5TiFPZHEGEdB9C5ZEtgFF2E6GmWxtUJ9Q/NonHp17BvcveAuCLtB28vGsVtw+bZnFkQgghWqszrNAHpIP7a1fn+w/oghs3i9O1eeysHq1L6GuKTlC67QtzLL3nRVsK8ep0U5UhdfRWubjfKG4ePNkc/3HDF2w8ccTCiIQQQviCJPR+6uCBPPNxvwEJ7Mo7zolyY8fY+NAIxiT1bNX8xWveBKfxCUDYwKmEJLe+/aUQDZHWlf7j1xMuYFQXY3fpGreLe5b+j3zPztNCCCECkyT0fsjlcnP4kFdC3z+RJel7zfGM1IE47C3/T+d2uylc8ao5jpXVedHGQlJrO91UpcuNsVYKdQTx/KzrifXcEHustJCHVryDy+2yODIhhBAtFRA19EqpscBzXoeGer4+ppT68cmDWutJ7RpYGzmWUUhFhbF6HhsbRkJiBEvW15bbzE5VrZq/4tAGsx+4LSSCqAlXtWo+IU7Hu9NNZcYO3G43NpvNwog6t17RCfxz+tXcuui/ACxO1zy7bRkPjJptcWRCCCFaIlBW6GOAiV5/oj3HB55yvEPwLrfp2z+BoqqKOnWus1IHtWr+omUvm4+jJ16NIzymVfMJcTpBCT2we37PXKX51BQcszgicU6vodw9fIY5fnzzNyzP2GdhREIIIVoqIFbotdZLgU6znHfwQO0Nsf36J7Li2D6cno/DR3XpQZfwqBbP7aoooWjd2+Y4dsZtLQ9UiCay2WyEpA6nYv9qwNgxNjheNjay2s/Gncvm7COsyzqMy+3m3mVv8eVF97e6Ja4QQoj2FSgr9J2Gy+Xm0EHvG2ITWZJRWz/f2tX54g3v4q4oASAkZTBhAyaf5gwhfKPujbFSR+8Pgu0Onp/1A7qFGx96FlSWccfiNyivqbY4MiGEEM0hCb2fyTxeTHmZ8Y9pVHQoXbpEsNQroT+zR+vq5wuXvWI+jplxm9Qxi3ZTp3Vl+nYLIxHeukZE88KZNxDs2YdiR94xHl39gWw6JYQQAUQSej9Tt9wmgT0FmWSVFQEQGxLO6C4tb1dZeWy3WfKAI4iYqTe0KlYhmqPOCn2GrND7k3Fde/P7iReZ4/cPbGb+7jUWRiSEEKI5JKH3M6fWzy/2alc5s5XtKouW167OR425mKCYri2eS4jmCvVuXXlsF26X08JoxKluUBO5ZuA4c/y79Z+xPuuwdQEJIYRoMkno/Yjb7ebQgVP7z/umXaW7poqiVa+bY7kZVrQ3R3QXHLHJALiryqk+cdDiiIQ3m83GnyZdWmfTqbuX/I9MzyeEQggh/Jck9H4kK7OE0tIqACIjQwhPCGLjiTTz+Vk9Wn5DbMnmT3EWZwMQlNCTiOFnty5YIVqgbtmN7Bjrb8KCgnlh9g0khEYCcKK8mLsWv0GVZ1dpIYQQ/kkSej9y6GBtuU3f/gmsOn6AGk+7yhGJqSSFRzd06mkVLq/tPR8zfR42zw1wQrSnujfGSh29P0qNiuP5Wddh99wwvzH7CL9Z96nFUQkhhGiMJPR+JO1Qvvm4T98ElmR4l9u0fHW+OvcoZTu+MQY2G7HT5rV4LiFaI7T7EPNx1fHdFkYiGjO1+wD+b9x55vh1vY7/7llrYURCCCEaIwm9HznsndD3ia9TPz+rFe0qi1bOB08LuoihcwhO6tPiuYRojRDvhP7YHgsjEadz1/DpXNJ3lDn+1dpPWHVsv4URCSGEaIgk9H6iqLCCvLwyAIKC7RRHlZs3o8WGhDE2qWXtKt0uF4XLXzXHsTPlZlhhnZAU7xX6PdLpxo/ZbDaemHYFIxONHX2dbhd3LX2Tw0W5pzlTCCFEe5OE3k+kpdWuzvfsGcfy4/vM8fTuAwlqYc172a5F1OQaN9baoxKJHHNJ6wIVohUcUQk4YroB4K6uoDon7TRnCCuFB4Xw8pyb6uwke8vC1yiuqrA4MiGEEN4kofcTdcpt+sazwuuj7VmtqJ8vXPaS+Thmyg3Yg0NbPJcQvlC37GaXhZGIpkiJjOWlOTcR6ggCYF/hCe5b9hZOl8viyIQQQpwkCb2fSDtU23++e6/YOhu6TO8+sEVz1hRkUrLpI3Ms5TbCH0gdfeAZk9STx6deYY4Xp2se2/iVhREJIYTwJgm9H6iucpKRXmiO8yKLqXBWA9AnOpHUqLgWzVu44lXw9I8OHzS9zk6dQlhFVugD0+X9x3D/yFnm+D87lvPuvo3WBSSEEMIkCb0fSE8vxOk0utAkdY3ku8LauuJp3Qe0aE63y0nh0hfNcezsO1sXpBA+Eior9AHrp2PP4dxeQ83xz1Z/wNpM2fFXCCGsJgm9HzjsVW7Tu08CK73q51ua0Jdu/9q8GdYR3YWo8Vec5gwh2kfIKb3o3Z6WqsL/2W12/jXjGlSccWNzlcvJbYte50BhtsWRCSFE5yYJvR9IO1x7Q2xyzyi25KQDYMPG1OR+LZqzcMl/zMcx0+bJzbDCbzhik7GHxwLgKi+ipuCYxRGJ5ogKDuW1s+eRFB4FQGFVOTd9+yo55SUWRyaEEJ2XJPQWc7vddXaIzY0sxuk2ukcMS0ghPiyy2XNW5x6hdOsX5jh21h2tD1QIH7HZbISk1pZtVB2THWMDTY+oeOafNY/woGAA0orzuGXRa5TXVFkcmRBCdE6S0FssJ7uU0lLjH8HwiGA2Vx41n5vawnKbwmUvg+dNQcSwOYR0a9k8QrSVkJTB5mNJ6APTqC49eG7mddhtNgA2Zx/lgWULpJ2lEEJYQBJ6i3n3n+/dJ55Vx73q51P6N3s+d001hctfNsexs+5qXYBCtIGQ7rJC3xGc3Wsov5twkTn+6shO/vjdF42cIYQQoi1IQm+xtMO1N8Qm9YhAF2QBEGx3MLFb32bPV7LlU5wFxwGjVjlqzMW+CVQIHwrpLiv0HcUtQ6dw57Bp5vjFnSt5ZdcqCyMSQojORxJ6ix09UmA+zouovalsbFJPIoJDmj2f982wsTNuw+apcRXCn4TKCn2H8sszzue83rX7XPxm3Wd8dni7hREJIUTnIgm9haoqa8g8XgyAzQbbXenmc1NTml/3XpW1n7KdC42BzU7srNt9EqcQvhaU2AtbSAQAzuJsnMU5FkckWsNus/PUjGsZm9QLADduHlz2Nqu8WvAKIYRoO5LQWygjvZCTLbiTukaxMqf2H7/pLbgh1nt1PnLkeQQn9mp1jEK0BZvdTkiKMseVskof8MKDgnn1rJvoH5sEGD3qb130X7bmpJ/mTCGEEK0lCb2FjniV2ySkhJNeYowjg0IYndSzWXO5KkspXP6KOY49825fhChEm6mzwdSxXRZGInwlMSyKN8+5jeSIGABKa6q48ZtXZeMpIYRoY5LQW8i7fr44utx8PDG5L8F2R7PmKlrzP1xlxnzB3QYQOWKuL0IUos2EpHgn9HssjET4UmpUHG+eextxoUZJVV5lKdd//TLHSgstjkwIITouSegt5J3Q77Vlmo+nNbN+3u12U/DtM+Y47sx7sdnlP63wbyGpskLfUQ2K68ZrXhtPZZQWcMM3L5NfUWpxZEII0TFJ1meRkuJK8vOMVfmgIDsrS/eZz03r3rz+8+V7llKVsRMAW2gkMdPn+SxOIdpKqPcK/XFZoe9oxnXtxYtn3kiQzfhnZm/BCW749lWKqiosjkwIIToeSegt4l0/H58cTm61sXKVEBrJ4PjkZs1VsLB2dT5m6o04ImJ9EqMQbSm4a39wBAFQk5eOq1JWbzuaWamDeHLG1dgwdpPdmpPOTd++Skl1pcWRCSFExyIJvUW8y22qYqvNx1NT+mO3Nf0/S3VOGiWbPjHHcXPu80l8QrQ1W1AwwUn9zHFV5l4LoxFt5dJ+o/nz5EvN8Xcn0pi3cD7lNVXWBSWEEB2MJPQW8U7o04Jqe3BPbWa5TcHif4PbBUDEsDmEpg49zRlC+I+Q5EHm46rj2sJIRFu6YfBEfjfxInO8NvMQty76LxU11Y2cJYQQoqkkobeA2+2uk9BvqD5kPm7ODbGuqnIKl71kjuPOut8n8QnRXkKSa3vRV2fta+SVItDdNnQqvxx/vjlecWw/dyx+g0pnjYVRCSFExyAJvQVyc8ooLzNWpkLCHGQ7jN1ie0bF0zs6ocnzFK95E1dpHgBBXfoQOeoC3wcrRBsKTh5oPpYV+o7v7hEz+OnYc8zxkgzNPUv+J0m9EEK0kiT0FvBenSfBjed+Maam9MdmszVpDrfbTf63T5njuDn3Ymtm73ohrOa9W6zU0HcOD446k4dGnWmOvzm6m9sXvU65lN8IIUSLSUJvAe+EPjOs9vG07k0vtynb8Q1V6TsAo1Vl7IxbfRWeEO3Gu+SmKlPjdrstjEa0lx+POZt7R8w0x0syNPMWzqesWm6UFUKIlpCE3gLeCf1Od4b5eGpK02+Izf/q7+bj2Bm34YiM90lsQrQnR0xX7OFGm1V3RQnOguMWRyTag81m4+fj5vLw6DnmsVXHD/CDb16mWPrUCyFEs0lC386cThcZGbVboJ8ILwJAxXUjKTy6SXNUpG2hbOciY2CzE3/OQz6PU4j2YLPZpOymk7LZbPx4zNk8Ou5c89iGE2lc9/XLFFSWWRiZEEIEHkno21n2iRJqqo02k7YIqAwy6kabU26T/9U/zMfRZ1xJcFIfn8YoRHsK7uZ1Y2ym3Bjb2dw/cja/nXChOd6Sc5SrvnyBrLIiC6MSQojAIgl9O0s/Wrs6XxBeuzPmtCaW21TnpVO8foE5jp/7I98FJ4QFZIVe3D5sGo95bT61Oz+TSz9/noOF2dYFJYQQAUQS+naWkV6b0J/cUMphszMpuV9Dp9RR8O3T4GnxFq5mENbvDN8HKUQ78t5cqlpaV3ZaNw2exD+nXYXDs1P20ZJ8Lv3832zJPmpxZEII4f8koW9nGem1HyPnhZcAMLpLD6JDwk57rrO8iMKlL5hjWZ0XHYGs0IuTrho4jlfm3ESYIxiAvMpSrvrqBZakyxs9IYRojCT07cjlcnPM64bYfE/JTVPr5wuXvICr3HhDEJysZCMp0SEEdxsInv0XqrMP4a6R1oWd2Zyeg1kw9w7iQiMAKK+p5paFr/Huvo0WRyaEEP5LEvp2lJNTSlWVE4Cq4BrKg4zEpSntKl1V5XVaVcbP/SE2u/znE4HPHhJOUEIvY+B2UXXigLUBCcuN69qLj86/m9TIOABq3C5+uPJd/vzdV7jcLmuDE0IIPyQZYTvyrp/PCSsCG4Q5ghnXtfdpzy1c9jLOohMABCX0IGbqTW0WpxDtLSS5ttON1NELgAFxXfn4wnsZEp9sHnt2+1LuXPw/2YBKCCFOIQl9O8rw6nBzsn5+Qrc+hDqCGj3PXVNF/pePm+P4836CPTi0bYIUwgJ1d4yVOnphSI6I4cML7mFOj8Hmsa+O7OSyL57nWGlhI2cKIUTnIgl9O/Jeoc/z1M83pdymaNV/qclLB4ydNWNn3tY2AQphkeA6N8bKCr2oFRUcyitzbuLOYdPMYzvzjnPhp8/wXVaahZEJIYT/kIS+nbjd7lMSemOF/nQ3xLqdNeR99ldzHD/3R9hDwtsmSCEs4t26sipzn4WRCH/ksNv59YQL+dvUywnytLU8UV7MlV/+h5d3rcLtdlscoRBCWEsS+naSl1tGRYXRP77SUU1ZcCWxIWEMT+je6HnF6xZQnX0QAHtkPHGz727zWIVob96tK6tlhV404PpBE3jz3NuI93TAqXG7+M26T7l/2duUVldaHJ0QQlhHEvp28r3VeRtMTu6Po5FONW5nDbkf/8Ecx5/zEPbw6DaNUwgrBMX3wOb55MlZnIOzJM/iiIS/mpLSny8vfoBRXXqYxz4+tJULP32WfQUnLIxMCCGsIwl9O/FO6E/2n59+mnKbopWvUZ1llB/Yw2OJO+v+tgtQCAvZ7HajH72H1NGLxvSIiueD8+/mBjXRPLav8ATnffI0b+h1UoIjhOh0JKFvJ/XtENtY/byrupLcT/5ojuPP+zGOyPi2C1AIi4V4JfTVWfstjEQEglBHEH+Zchn/nHaV2SmswlnNo6s/5I7Fb5BfUWpxhEII0X4koW8H9d0QmxwRQ7+YLg2eU7j0RWpyjwDgiE4i/pwH2zxOIawU3K32DW6VJPSiia4aOI5PL7yPQXFdzWNfHdnJWR//ixXH5AZrIUTnIAl9OygsqKC01NgIpcpeQ0lIBdNSBmDzbHd/KldlKXmfPmaOEy78OfawqHaJVQirhHgl9NUnJKEXTTc0IYXPL3qAmwdPNo9llRVx3dcv8+jqDymuqrAwOiGEaHuS0LeDY8dqy20KwkvBBtO6N9x/vmjlf3EWZQHGrrCxs+9q8xiFsJqs0IvWCA8K5k+TL2H+WTeTGBZpHn9Dr+PMD//JoqN7LIxOCCHaliT07SDTK6HPDzu5oVTD9fM1nmQeIOHiX2IPCWu74ITwE3Vq6DP3yY2NokXO6jmEby95mHN7DTWPHS8r5OaF83lg2dvklJdYGJ0QQrSNIKsD6AzqrNCHldI/NomUyNgGX59w3o9xV5YSlNiL2Jm3t0eIQljOEZuMLTQSd2UprvJCXKV5OKISrQ5LBKCuEdG8dOaNfHpoG79a9wm5nhtkPzy4hUXpe3hkzNncPHgSQXaHxZEKIYRvyAp9O8g8Vmw+LggvZVpKw+U2APawKJKufZz4sx9osM5eiI7GZrMR0tWr7EZ2jBWtYLPZuLjfKJZc9iMu6zfaPF5UVcFv1n3KuR8/xerjB6wLUAghfEgS+jZWXeUkO9v4iNeNm4KwskbLbYTozIK71b7ZlRtjhS8khEXy9Mxref3sW+jr1VlMF2Rx9Vcvcvui12VDKiFEwJOEvo1lZhZzshS4OKQcl93NlJR+1gYlhJ8K7io3xoq2MbuHYuGlD/PzcXOJCAoxj391ZCdzPvonj6x8l4ySAusCFEKIVpCEvo0d974hNryUkV1SiQuNsDAiIfxXndaVktALHwt1BHHfyFksu/wRLvUqw3G53SzYt5Hp7z/Or9Z+Iom9ECLgSELfxo7XuSG2jKmnqZ8XojOT1pWiPaRExvLMzGv58qIHmJk6yDxe5XLy6u7VTH3vb/xwxTvsLchqZBYhhPAfktC3seOn9KCfJvXzQjSoTutKqaEXbWxEl1T+d86tvDP3DsYm9TKP17hdvLt/E2d++E9uXfgaK47tw+V2WRipEEI0TtpWtiG3202GV0JfGlHOGd16WxiREP7NEZeCLSQCd1UZrtJ8nCW50rpStLkpKf35+IJ7WJqxl2e3L2Vt5iHzuW+O7uabo7vpG9OFG9VErho4jngpmxRC+BlZoW9DhQUVVJbXAFBlr2FIagrhXjdjCSHqstlsUnYjLGGz2ZjdQ/HeeXfx8QX31NmYCuBQUQ6/3/A54xc8xj1L3uSbI7uoctZYFK0QQtQVUCv0SqnrgXuAkYAD2AO8Cjyvtfa7z0O/V27TXernhTidkK79qTq6DTBujA3vP9HiiERnM65rb16ecxP7C07w3z1reXf/RoqrKwGodNbw6eFtfHp4G3GhEVzUZwQX9hnBhOS+BMtGVUIIiwRMQq+Ueha4F6gAFgHVwBzgGWCOUupKf0vqvXeIzQ8rZVp3qZ8X4nRkhV74iwFxXfn9pIt5dNxcPjq0hf/uXsuOvGPm8wWVZbyu1/G6XkdMSBizUxVn9xrCrNRB0s1MCNGuAiKhV0pdgZHMZwIztNb7PMe7AUuAy4AHgH9ZFmQ99qVlm48roioZ1aWHhdEIERjqtK6UG2OFH4gIDuH6QRO4ftAE9uRn8uGBLXx0cAsZpQXma4qqKvj40FY+PrQVu83G8ITuTE7ux+SUfkzo1peYkDDrvgEhRIcXEAk98HPP15+dTOYBtNZZSql7gKXAo0qpp/1plT49o8B83KdHAkHycawQp+W9uZT0ohf+ZnB8Mj8fP5efjTuHDVlpfHJoGwuP7q6T3LvcbrblZrAtN4P/7FyB3WZjUFw3RnVJZWRiD0Z26cGQ+GTCgoKt+0aEEB2K3yf0SqkewDigCnj31Oe11suUUhlAKjAJWN2+EdavuspJZYETGzbcuJmo+lodkhABITi5tnWllNwIf2W32ZmY3JeJyX3546SL2Z2fybdHdvHt0T1sy03HdXKLcIwEf09+JnvyM1mwbyMAQTY7vWMSGRCbxIDYrgyITaJfbBK9ouNJDIvEbpOeFUKIpvP7hB4Y4/m6U2td3sBrNmAk9GPwk4Q+/XghNmwAFIeUM6vXwNOcIYQACIpNwRYSjruqHFdpHs6SPBxRCVaHJUSDbDYbQxNSGJqQwkOj51BUVcH6rEOsOX6QNZkH2ZF3rE6CD0av+wOF2RwozOZrdtV5LtQRRHJELKmRsaRGxZEcEUtiWCSJYVF0CY9kVJeeUsIjhKgjEBL6k0vbaY285sgpr7XctiMZ5uOK6Gr6xnSxMBohAofNbie46wCq0rcDUHViP+FREyyOSoimiwkJ46yeQzir5xAASqor2Zl7jK056WzNTWdbTgaHinIaPL/SWUNacS5pxbn1Ph8bEs4XF99P72jZo0EIYQiEhD7K87W0kdeUeL5Gn/qEUmoeMK+J15oMsHv3bm688cYmnlK//LIyso+XYHfbscfBTTd91ar5hOhMKtNtOEtSAQh5+JcExXazOCIhfKcP0NPlotxZTXlNNeU1VZTXVFPhrKbSWYPT1fitYJXAvR9tJSEsstWx7N69++RDacMmRAALhIS+tfoAM5tzQnFxMevXr/ddBHmQc/Cg7+YTolMIN74UpdH4B3RCdCxNaZ+w/2jDK/wtFHX6lwgh/FUgJPQnV98bW4o4+RdRcT3PHQaWNfFa4zD+Ls0DfHE33mggFigEtvhgvs5uNPLz9LXRyM/Ul0YjP09fGo38PH1pNN//eQ7A+Df0kDUhCSF8IRAS+sOer70beU3PU15r0lrPB+b7MqCmUkotxfh0YIvWepYVMXQk8vP0PfmZ+pb8PH1Lfp6+JT9PITquQOiLtdnzdZhSKryB15xxymuFEEIIIYToFPw+oddaHwU2ASHAVac+r5SaCfTA2EV2TftGJ4QQQgghhLX8PqH3+LPn61+VUuad+EqprsBznuFf/GmXWCGEEEIIIdpDINTQo7V+Tyn1PHAPsF0ptRCoBuYAMcBHwDPWRSiEEEIIIYQ1AmWFHq31vcAPMMpvZgLnYnSiuR+4QmvttDA8IYQQQgghLBEQK/Qnaa3fBN60Og4hhBBCCCH8RcCs0AshhBBCCCG+TxJ6IYQQQgghApgk9EIIIYQQQgSwgKqhD0DzgaXUs4OtaJH5yM/T1+YjP1Nfmo/8PH1pPvLz9KX5yM9TiA7J5na7rY5BCCGEEEII0UJSciOEEEIIIUQAk4ReCCGEEEKIACY19G1AKXU9xq62IwEHsAd4FXhea+2yMjYrKKWCgRnA+Ribgg0CwoBsYA3wjNZ6aSPnt+jnqZSaC/wIGO+53kHgLeAJrXVlq78xP6OUegz4uWf4E631Ew28Tn6eDVBKhQMPAFcBA4EQIAv4DnhSa73qlNfbMX6WtwCDASewDXhOa/3Waa7V4f+eUEr1AH4GnAP0AmzAUWAR8Det9cEGzuuUv6NKKQXMBc7A+B4GYfzMrtJav3eac9v1Z6aUmgg8CkzF2LH9KPAh8CetdWFTvl8hhO9IDb2PKaWeBe4FKjD+0aoG5gDRGH/ZXdlR/rFuKqXUWcC3nmEmsBEoBYYCwz3H/6C1/nU957bo56mU+inwV4wEaymQj/FmIglYC8zRWpf55ju0nlLqDIw3R3aMBKDehF5+ng1TSvUFvgEGAMeBdUAN0BsYA/xOa/1Hr9c7gA+Ai4EijJ9nKMbPMxR4Smv9UAPX6vB/TyilxgCLgTggHeP/ezASx1SgBDhXa736lPM67e+oUupJoL7fmUYT+vb+mSmlrgNex3jjsArIACZhvGnbD0zVWp9oyvcshPANKbnxIaXUFRh/qWYCI7XWF2qtL8NY6dsNXIax+tfZuID3gRla6xTPz+UarfUI4FqMf0x+pZSa7X1SS3+eSqnxwF+AMox/WM7SWl8F9AOWY/zD86c2+l7bnVIqFHgNYyX540ZeJz/PBiilIjHedPbHWHXsqbW+TGt9ldZ6ApAMvHPKaQ9jJPO7gEFa68u11hcAIzD+WzyolLqknmt1lr8nnsVI5l8E+mmtL9VaXwr0BV4BooDnvU+Q31F2AI8D12C8sVx2uhPa+2fm+dTlZYyFg0u11tO01tdg/L+zwBP3f5r5fQshWkkSet86We7wM631vpMHtdZZGB+FAjzq+Zi+09BaL9ZaX6m1XlHPcwswWqkB3HDK0y39eT6K8Y/NX7XW67zOK8EojXAB9yql4lr2Hfmd3wNDgLuBxj7qlp9nw36JkZA8q7X+q9ba6f2k1jpXa7335NizOv9Tz/Aez8/w5Gv3YZSZAPyinmt1+L8nlFJhwGTP8Dda6+qTz3ke/9IzHKmUivA6tVP/jmqtX9Ja/1Rr/Y7W+kATT2vvn9nDQDjwmtb6Y6/zaoA7MT6tulQpNbSJ8QshfCBg/8HwN55Vi3Hw/+3debBbZRnH8W9727KV1lYooMhSxIexg5aWIsoiUmSrCC6oiFpwGYEqok4VFNzYiiIUhbK4ACqMWFFsVdaCtDrKFBEQOjxDgSIgilhK2aTQ1j+e99BwSHKT3NwkJ/l9Zu689+S85+Q9783kPnnznPdlFTA3v9/dbya+ltycGPmQdf6Wyi2zBxrtTzMbARyQNi8rc9z9RGrKCCKnv9BSHusXgcvdfX6VeurPCtI1fiptnlXjYW8FxgEPu/vCMvvnEmkPU8zstSXP1SvvE6uJdKX+PAM8B3qNNqJNfXZIleNWAvNz9USkBRTQN89Oqbzb3Z+rUGdxrq6E7VP5aMljjfanARsCy6uMcHXF3yGNgl4KLKd83m0p9Wdlk4FXA4+4+wNmNsnMTjazC83sW2a2e5ljsmtdXGYfKe/47rQ5scxxXf0+kUbhF6TNb6Yb44GXbpI/OW3+yN2zG7n0Gq1fS/vMzEYR32SV7q/l+URkkGmWm+bZNpUPVqnzj1zdnmdmmwNHpM0rS3Y12p/b5vbVelwRnUr8Y/6Quz/eT131Z2U7pvIRMzuT+Maj1ElmdhXwEXd/Jj1Wa39OpHx/9sL7xDHANcS3HweY2a3p8SnAGGA269KWQK/RRrS6z7ZJ5Yo0Gl/rcSIyyDRC3zwjU/lMlTpPp3LjQW5LIZjZMOBnwGhgQS5lpNH+7Im/g5m9jchlvSrdh9Af9WdlY1O5ExHMzyZu7BsDHEykLBwCzCk5Rv3Zj5S28TbgaiKd7pD081riRuJFpbn1qE8b0eo+6+W+FuloCuilnS4gplZ7iFfeECsVpLnSLyFuPjumva3pCtn74HDgZ+7+eXe/z91XuPs8IghdC3zUzLardBJ5ufSh8y7iw9HBxFSImxL9OQa40sxeMVWtiIjUTwF982SjEhtVqZONbjw1yG3peGZ2DvAJYqq1qe7+r1yVRvuzF/4OpxH3HXzB3R/tr3Ki/qystN0/yO9091uJOdSHEHN0g/qzqjQzylXEKO3+7j7P3R9PP78hFk96jkhnyu6hUZ/Wr9V91st9LdLRlEPfPMtSuXWVOq/L1e1JZvZd4FhipdippVOtlViWynr7M/t9qzqPK5L3EFPKTTez6bl9O6TyaDN7F7DU3T+J+rOaByr8nq+zMzFbCAy8P7v9fWIaMRp/o5dZDdbdl5rZLcBe6ede9BptxLJUtqrPslz9V5nZqAp59N3a1yIdTSP0zZNNvTghpUSUMyVXt+eY2beJZcb/C+zj7ksqVG20P+8hRv7GVkmP2KXMcUUzlBgtzv9slvaPT9s7p231Z2Wl7X51hTqbpDIbobwtlVPK1CXNrZ6tglx6/l55n8gCxWrrIqxIZXYPg16j9Wtpn7n7k0A2K07Z136540Rk8CmgbxJ3f4j4Jz8CODS/38zeTtwY9i9ift+eY2azgJnE8uLvdPc7K9VttD/dfRVxEx7A4WWOG0/MIb4K+F2j19JO7r6Nuw8p90NMYwkwMz02MR2j/qzA3R8BsoV1pub3m9kYYFLazGZq+TPxDdOWZrZnmdMeSuTkL07nz56rV94n/pnKyaVTVmbSY5PT5gOg12gj2tRn2WJS5Y4bBRyUNn9dx6WIyAApoG+u01N5hpm9PnvQzMaxboaMWe6+puUtazMzO4VYPXMFEczXMnrTaH/OIm5i/LKZ7VJy3EhiyfmhwBx3X9HApRSZ+rOybIn7r5hZ9q1GNtf/+cRMTH8lBUVpJdlvp2rnpz7Mjtme6LPS85bqhfeJq4FniZH6s81svWxH+v17RGrGE8C1JcfpNVq/VvfZbGJ0f7qZvbvkuGHAhcAoYvatSt++isggGLJ27dr+a0nNzGwOsdz2/4AbiNUip5Le5ID355eV73bpTT8b1bmVdQvu5N3j7rNKH2i0P83sS8AZxIqVNxIfJN5OrO55C7B3Wvynq5jZJcB0YoT+zDL71Z8VlMxB/wLwFyItbBfgNcTUle8ovd/DzPqIUciDiBmHFhCj8vsA6wPfd/djKzxX179PpPs7fgT0ESP2WZrSZGAL4HliDYWrcsf17GvUzCbx8ulR30jcWHwvsYAcAO6+a+64lvaZmR0G/JQI+v9I/H13JXL5lwK7uftjdV6+iAyAAvpBYGYfBmYQC9b0EfmKPwbOL/ioW0PM7Ajg4hqq3uzue5U5vqH+NLP9iQBtZyLAuh+4HDjT3Z+v7yqKob+APtVRf1ZgZu8FPkPMSb8hsUjOPGKE8z9l6g8lpg49krgheTVwJzGyeXk/z9X17xMpQD0O2IMI4iE+HN0EnFVpFLdXX6NmthfRN1Wl9Lr8sS3tMzN7C3ACsBvxweEh4FfAqSnXXkRaSAG9iIiIiEiBKYdeRERERKTAFNCLiIiIiBSYAnoRERERkQJTQC8iIiIiUmAK6EVERERECkwBvYiIiIhIgSmgFxEREREpsGHtboCISLdKCyudCEwCNgOeBpYA33H337azbSIi0j00Qi8iMnjGA+sRK3Z+FjgFGALMN7Oj2tkwERHpHlopVkSkhcysD/grsJG7b9/u9oiISPFphF5EpIXcfTXwMPCqNjdFRES6hHLoRaQuZrYM2Bp4h7v/ob2tKQYzGwmsTwTxBwP7A79oZ5tERKR7KKAX6WFmNhZ4DHgSGJdGjwutQ6/pAuDw9Psa4FfAjPY1R0REuokCepHedgDQB1zTIYFvM3TiNZ0OXAK8BjiMeO9dr50NEhGR7qEcepHe9q5UdtMUih13Te5+t7vf4O4/AQ4ERgLzzGxIm5smIiJdQAG9SI8ys2HAfsCLwDVtbk5TFOGa3H0tMBeYAryhzc0REZEuoJQbkYIws02BrwPTgC2I+cyXAnPc/bwGTrkbMAZY6O5PNKmNY4DfA7sCdwL7uvu/S/b3EfOxfxzYnlho6RbgdHf/k5ll8+hu6+7LGmhCQ9dUeqMv4Kzr502AZcBFwDnuvibVPxQ4FtiRGBhZBHzZ3e+q8Sk3SOXoWtsoIiJSiUboRQrAzPYjVhidAWwFPAcMB94InGtmpzVw2qamppjZ5sDNRDD/F2CvXDA/HJgPnE0EwsPSzzTgD2b2viY0Y6DXtC1wG/BpYBTRxzsAZwHnAJjZLGKGmrcS76EbE2k0i8zsZfPKm9m4/BOY2QhgOvE3XNJgO0VERF6igF6kw5nZAUSAOho4ARjr7mOALYHrUrWZZrZVnaduWkBvZlsTo9Q7AguAfcqMkJ9I3LC6GjgOGJWuYxsiPeaHA20HA7+ms4EHgDe7+2giqD8p7ZthZl8BvkC0f7S7jyKu2YkpKU/Nne/nZna1mZ1kZp80s68BdwE7ASe6+9MNtlNEROQlWilWpIOlNJslROrHB9x9bm7/WGKRog2AGe4+p8bzjgfuA+539+3qbNMySuahN7MdgOuJDxi/AT7o7s/njtkYeBTYCPiqu5+W2z8cWAy8OT1Ud8pNk67pCWC8u6/I7V8A7J02v+7u38rt3wNYCDxPfFBZlR4/EvgY8U3KWGAlsUrsue4+r542ioiIVKIcepHONpMI5n+RD+YB3H25mS0G9gTqCWIPSuWARufNbBJwbWrjZcAR7v5imar7EsH8/4Dv5Xe6+wtmdhZw6QCa04xruiAfzCc3EAH9KiL9Ju9PxLWtD7yelErj7hcDFw+gPSIiIv1Syo1Ih0ozthyRNmdXqfpUA6dvRrrNHsBNRDB/PvDRCsE8RIoJwO1V0kwWDaAt0Jxr+nuFxx9L5bJy7U83yz6eNscM4PlFRETqphF6kc61M7ApsJy4ybSSzVL5UC0nTekvexIfBG4eQPuytJMb3f2YfupukspHq9T5Z6MNaeI1VWrf6n72l9YZPoDnFxERqZtG6EU6166pvD3NXf4KacaUCWnzbzWedz9gBHBdluvdoCtSubeZHT2A8zRDs65JRESkcBTQi3SuLE2l2qjw3sQNsSupPopfqlmz21xAzPgCcJ6ZfbxK3SwdZYsqdart60/HrQ4rIiLSKgroRTpXFtCPrFLnuFRelp9ZphwzG0pMHbmGWABqQNz9bOB4YpGrH5jZRypUzb49mGhmla5nj0ba0OxrEhERKRoF9CIdyMzWIxY0AtjdzDYoU+dIItXkWaDWhaV2AcYBi939sf4q18LdzyBWVh0KXGJmHyhT7TrgGWIWmBn5nekG4M832ISmX5OIiEiRKKAX6UwTiJsrnyUWlLrUzDaBmHvezL7BuoWYPuPuD9d43kFJTUnzsp8K9AGXmdkhuf1PEYs2AZxiZp/NPqSkBbF+SazS2gil24iISE9TQC/SmbJ0m8XAHOBQ4N9mthz4DzEiDvC5NNd5rQYt+HX3E4EzidmzrjCzabkqJxMj9cOIuehXmtkTwIPAgUBpDn6/6UMlFNCLiEhPU0Av0pkmpvIOIhXleGApsCFxg+kVwGR3f8UiTZWY2ZbESqwPu/vtzWxsxt1nAucQM85caWb7luxbBUwDvgjcRUzz+CIwn5hy8qaSU62o5flacU0iIiKdbsjatWVnwxORNjKzRcDuwCfc/cdNOudRxAJQF7r7Uc04ZzOZ2VRiRdYH3X2bGo/p6GsSERFpBY3Qi3QYMxsCvClt3tHEU3d6asrMVF5fxzGdfk0iIiKDTivFinSe7YBRRErK3U0870LgVmBBE89ZMzPrI1KFfgj82d2fTI9PAL5JzNjzApFfX6u2XpOIiEgnUMqNSIcxs/cDc4El7j6hv/pFkaamfKHkoZXEoMKGaXsNcLS7X9TqtomIiBSZRuhFOs/EVN7ZzkYMgtXAMcRI/I7E3PF9xCw3C4HZ7n5b+5onIiJSTBqhFxEREREpMN0UKyIiIiJSYAroRUREREQKTAG9iIiIiEiBKaAXERERESkwBfQiIiIiIgWmgF5EREREpMAU0IuIiIiIFJgCehERERGRAlNALyIiIiJSYAroRUREREQK7P/jrrhaGB8+MwAAAABJRU5ErkJggg==", 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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -123,7 +125,7 @@ "sns.lineplot(data=df_vle, x=\"mass density liquid\", y=\"pressure\", color=colors[0])\n", "sns.lineplot(data=df_spinodal, x=\"mass density vapor\", y=\"pressure vapor\", color=colors[1], label=\"spinodal\")\n", "sns.lineplot(data=df_spinodal, x=\"mass density liquid\", y=\"pressure liquid\", color=colors[1])\n", - "sns.lineplot(data=df_isotherm, x=\"mass density\", y=\"pressure\", color=colors[2], label=f\"T = {t / KELVIN:.2f} K\")\n", + "sns.lineplot(data=df_isotherm, x=\"mass density\", y=\"pressure\", color=colors[2], label=f\"T = {t / si.KELVIN:.2f} K\")\n", "\n", "plt.legend(frameon=False, bbox_to_anchor=(1,1))\n", "plt.xlabel(r\"$\\rho$ / kg / m$^3$\")\n", @@ -133,18 +135,20 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 7, "id": "c439be31-9364-491e-9022-f9f8940bc16f", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -154,7 +158,7 @@ "sns.lineplot(data=df_vle, x=\"specific enthalpy liquid\", y=\"pressure\", color=colors[0], sort=False)\n", "sns.lineplot(data=df_spinodal, x=\"specific enthalpy vapor\", y=\"pressure vapor\", color=colors[1], sort=False, label=\"spinodal\")\n", "sns.lineplot(data=df_spinodal, x=\"specific enthalpy liquid\", y=\"pressure liquid\", color=colors[1], sort=False)\n", - "sns.lineplot(data=df_isotherm, x=\"specific enthalpy\", y=\"pressure\", color=colors[2], sort=False, label=f\"T = {t / KELVIN:.2f} K\")\n", + "sns.lineplot(data=df_isotherm, x=\"specific enthalpy\", y=\"pressure\", color=colors[2], sort=False, label=f\"T = {t / si.KELVIN:.2f} K\")\n", "\n", "plt.legend(frameon=False, bbox_to_anchor=(1,1))\n", "plt.xlabel(r\"$h$ / kJ / kg\")\n", @@ -174,17 +178,350 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 8, "id": "1dc3c339-5923-4798-8c96-f105b085da62", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[2195134.723820085, 2203719.551660241, 2212325.9066083375, 2220953.812322047, 2229603.29247895, ..., 29873339.108738653, 29955971.09223245, 30039876.920265026, 30125381.83609625, 30213398.571198866] Pa" + "array([ 2195134.72382008, 2203719.55166024, 2212325.90660834,\n", + " 2220953.81232204, 2229603.29247895, 2238274.37077682,\n", + " 2246967.07093383, 2255681.4166888 , 2264417.43180145,\n", + " 2273175.14005263, 2281954.56524459, 2290755.73120118,\n", + " 2299578.66176815, 2308423.38081332, 2317289.91222689,\n", + " 2326178.27992162, 2335088.50783317, 2344020.6199202 ,\n", + " 2352974.64016474, 2361950.59257239, 2370948.50117252,\n", + " 2379968.39001858, 2389010.28318829, 2398074.20478393,\n", + " 2407160.17893252, 2416268.22978614, 2425398.38152209,\n", + " 2434550.6583432 , 2443725.08447804, 2452921.68418116,\n", + " 2462140.48173337, 2471381.5014419 , 2480644.76764075,\n", + " 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" 25331014.7361612 , 25388819.97835596, 25446818.42030564,\n", + " 25505011.93479405, 25563402.4367626 , 25621991.88487221,\n", + " 25680782.28314675, 25739775.68270428, 25798974.18358129,\n", + " 25858379.93665631, 25917995.14568195, 25977822.06942981,\n", + " 26037863.02396017, 26098120.38502374, 26158596.5906051 ,\n", + " 26219294.14362103, 26280215.61478369, 26341363.6456428 ,\n", + " 26402740.95182195, 26464350.32646395, 26526194.64390428,\n", + " 26588276.86359114, 26650600.03427482, 26713167.29848931,\n", + " 26775981.89735502, 26839047.1757303 , 26902366.58774576,\n", + " 26965943.70276093, 27029782.21178114, 27093885.93438552,\n", + " 27158258.82621734, 27222904.98709688, 27287828.66982596,\n", + " 27353034.28976028, 27418526.43523846, 27484309.87896965,\n", + " 27550389.5904939 , 27616770.7498504 , 27683458.7626077 ,\n", + " 27750459.27643495, 27817778.19942371, 27885421.72040465,\n", + " 27953396.33154818, 28021708.85358786, 28090366.46407375,\n", + " 28159376.72913662, 28228747.63934655, 28298487.65036894,\n", + " 28368605.72927581, 28439111.40756417, 28510014.84218372,\n", + " 28581326.88620012, 28653059.17113923, 28725224.20361892,\n", + " 28797835.47961996, 28870907.62076265, 28944456.53835614,\n", + " 29018499.63294446, 29093056.039882 , 29168146.93555267,\n", + " 29243795.9249633 , 29320029.54081879, 29396877.8990493 ,\n", + " 29474375.58014303, 29552562.84742698, 29631487.38871489,\n", + " 29711206.91202348, 29791793.22473833, 29873339.10873847,\n", + " 29955971.09223244, 30039876.92026488, 30125381.83609618,\n", + " 30213398.57119875]) Pa" ] }, - "execution_count": 57, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -196,7 +533,7 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 9, "id": "debd7cca-8b99-485c-8d25-9de8ea21a02c", "metadata": {}, "outputs": [ @@ -222,92 +559,92 @@ " \n", " \n", " density\n", - " mass density\n", + " specific entropy\n", " temperature\n", - " molar enthalpy\n", + " mass density\n", " specific enthalpy\n", " pressure\n", - " specific entropy\n", " molar entropy\n", + " molar enthalpy\n", " \n", " \n", " \n", " \n", " 0\n", " 53476.954297\n", - " 963.173424\n", + " -3.369185\n", " 373.150000\n", - " -38.296278\n", + " 963.173424\n", " -2126.271605\n", " 100461.912545\n", - " -3.369185\n", " -0.060682\n", + " -38.296278\n", " \n", " \n", " 1\n", " 53461.088499\n", - " 962.887665\n", + " -3.365992\n", " 373.455093\n", - " -38.274789\n", + " 962.887665\n", " -2125.078481\n", " 101563.880436\n", - " -3.365992\n", " -0.060625\n", + " -38.274789\n", " \n", " \n", " 2\n", " 53445.215431\n", - " 962.601775\n", + " -3.362801\n", " 373.760186\n", - " -38.253296\n", + " 962.601775\n", " -2123.885157\n", - " 102675.897449\n", - " -3.362801\n", + " 102675.897452\n", " -0.060567\n", + " -38.253296\n", " \n", " \n", " 3\n", " 53429.335057\n", - " 962.315754\n", + " -3.359612\n", " 374.065278\n", - " -38.231799\n", + " 962.315754\n", " -2122.691631\n", - " 103798.034685\n", - " -3.359612\n", + " 103798.034686\n", " -0.060510\n", + " -38.231799\n", " \n", " \n", " 4\n", " 53413.447342\n", - " 962.029600\n", + " -3.356426\n", " 374.370371\n", - " -38.210299\n", + " 962.029600\n", " -2121.497903\n", - " 104930.363580\n", - " -3.356426\n", + " 104930.363582\n", " -0.060453\n", + " -38.210299\n", " \n", " \n", "\n", "" ], "text/plain": [ - " density mass density temperature molar enthalpy specific enthalpy \\\n", - "0 53476.954297 963.173424 373.150000 -38.296278 -2126.271605 \n", - "1 53461.088499 962.887665 373.455093 -38.274789 -2125.078481 \n", - "2 53445.215431 962.601775 373.760186 -38.253296 -2123.885157 \n", - "3 53429.335057 962.315754 374.065278 -38.231799 -2122.691631 \n", - "4 53413.447342 962.029600 374.370371 -38.210299 -2121.497903 \n", + " density specific entropy temperature mass density \\\n", + "0 53476.954297 -3.369185 373.150000 963.173424 \n", + "1 53461.088499 -3.365992 373.455093 962.887665 \n", + "2 53445.215431 -3.362801 373.760186 962.601775 \n", + "3 53429.335057 -3.359612 374.065278 962.315754 \n", + "4 53413.447342 -3.356426 374.370371 962.029600 \n", "\n", - " pressure specific entropy molar entropy \n", - "0 100461.912545 -3.369185 -0.060682 \n", - "1 101563.880436 -3.365992 -0.060625 \n", - "2 102675.897449 -3.362801 -0.060567 \n", - "3 103798.034685 -3.359612 -0.060510 \n", - "4 104930.363580 -3.356426 -0.060453 " + " specific enthalpy pressure molar entropy molar enthalpy \n", + "0 -2126.271605 100461.912545 -0.060682 -38.296278 \n", + "1 -2125.078481 101563.880436 -0.060625 -38.274789 \n", + "2 -2123.885157 102675.897452 -0.060567 -38.253296 \n", + "3 -2122.691631 103798.034686 -0.060510 -38.231799 \n", + "4 -2121.497903 104930.363582 -0.060453 -38.210299 " ] }, - "execution_count": 58, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -319,18 +656,20 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 10, "id": "f424fae8-8967-4809-9e40-12e4b5156f44", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -363,7 +702,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -377,7 +716,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/examples/pcsaft/Entropy Scaling.ipynb b/examples/pcsaft/Entropy Scaling.ipynb index e5579e300..ea6dba41b 100644 --- a/examples/pcsaft/Entropy Scaling.ipynb +++ b/examples/pcsaft/Entropy Scaling.ipynb @@ -21,10 +21,10 @@ "metadata": {}, "outputs": [], "source": [ - "from feos.si import *\n", "from feos.pcsaft import *\n", "from feos.eos import *\n", "import matplotlib.pyplot as plt\n", + "import si_units as si\n", "import seaborn as sns\n", "import numpy as np\n", "import pandas as pd\n", @@ -51,17 +51,12 @@ { "data": { "text/markdown": [ - "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|\n", - "|-|-|-|-|-|-|-|-|-|-|-|\n", - "|hexane|86.177|3.0576|3.7983|236.77|0|0|0|0|1|1|" + "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", + "|-|-|-|-|-|-|-|-|-|-|-|-|\n", + "|hexane|86.177|3.0576|3.7983|236.77|-|-|-|-|0|0|0|" ], "text/plain": [ - "PcSaftParameters(\n", - "\tmolarweight=[86.177]\n", - "\tm=[3.0576]\n", - "\tsigma=[3.7983]\n", - "\tepsilon_k=[236.77]\n", - ")" + "" ] }, "execution_count": 2, @@ -212,7 +207,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, "outputs": [ { @@ -483,18 +478,18 @@ "source": [ "results = []\n", "for i, row in literature.iterrows():\n", - " t = row['Temperature (K)'] * KELVIN\n", - " p = row['Pressure (MPa)'] * MEGA * PASCAL\n", - " viscosity_lit = row['Viscosity (Pa*s)'] * PASCAL * SECOND\n", + " t = row['Temperature (K)'] * si.KELVIN\n", + " p = row['Pressure (MPa)'] * si.MEGA * si.PASCAL\n", + " viscosity_lit = row['Viscosity (Pa*s)'] * si.PASCAL * si.SECOND\n", " \n", " # literature\n", - " state = State(saft, temperature=t, pressure=p, total_moles=MOL, density_initialization=row.Phase)\n", - " s = state.molar_entropy(Contributions.ResidualNvt)\n", + " state = State(saft, temperature=t, pressure=p, total_moles=si.MOL, density_initialization=row.Phase)\n", + " s = state.molar_entropy(Contributions.Residual)\n", " results.append(\n", " {\n", - " \"pressure\": p / MEGA / PASCAL,\n", - " \"s*_res/m\": s / RGAS / m,\n", - " \"viscosity\": viscosity_lit / (PASCAL * SECOND),\n", + " \"pressure\": p / si.MEGA / si.PASCAL,\n", + " \"s*_res/m\": s / si.RGAS / m,\n", + " \"viscosity\": viscosity_lit / (si.PASCAL * si.SECOND),\n", " \"ln_viscosity_reduced\": np.log(viscosity_lit/ state.viscosity_reference()),\n", " \"source\": \"literature\",\n", " \"rel.dev.\": 0.0\n", @@ -506,9 +501,9 @@ " ln_viscosity_reduced = state.ln_viscosity_reduced()\n", " results.append(\n", " {\n", - " \"pressure\": p / MEGA / PASCAL,\n", - " \"s*_res/m\": s / RGAS / m,\n", - " \"viscosity\": viscosity / (PASCAL * SECOND),\n", + " \"pressure\": p / si.MEGA / si.PASCAL,\n", + " \"s*_res/m\": s / si.RGAS / m,\n", + " \"viscosity\": viscosity / (si.PASCAL * si.SECOND),\n", " \"ln_viscosity_reduced\": ln_viscosity_reduced,\n", " \"source\": \"saft\",\n", " \"rel.dev.\": (viscosity - viscosity_lit) / viscosity_lit * 100\n", @@ -516,15 +511,15 @@ " )\n", " \n", " # homo GC\n", - " state = State(saft_gc, temperature=t, pressure=p, total_moles=MOL)\n", - " s = state.molar_entropy(Contributions.ResidualNvt)\n", + " state = State(saft_gc, temperature=t, pressure=p, total_moles=si.MOL)\n", + " s = state.molar_entropy(Contributions.Residual)\n", " viscosity = state.viscosity()\n", " ln_viscosity_reduced = state.ln_viscosity_reduced()\n", " results.append(\n", " {\n", - " \"pressure\": p / MEGA / PASCAL,\n", - " \"s*_res/m\": s / RGAS / m_gc,\n", - " \"viscosity\": viscosity / (PASCAL * SECOND),\n", + " \"pressure\": p / si.MEGA / si.PASCAL,\n", + " \"s*_res/m\": s / si.RGAS / m_gc,\n", + " \"viscosity\": viscosity / (si.PASCAL * si.SECOND),\n", " \"ln_viscosity_reduced\": ln_viscosity_reduced,\n", " \"source\": \"homo-GC\",\n", " \"rel.dev.\": (viscosity - viscosity_lit) / viscosity_lit * 100\n", @@ -543,12 +538,14 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -594,7 +591,7 @@ "kernelspec": { "display_name": "feos", "language": "python", - "name": "feos" + "name": "python3" }, "language_info": { "codemirror_mode": { diff --git a/examples/pcsaft/PhaseDiagramBinary.ipynb b/examples/pcsaft/PhaseDiagramBinary.ipynb index 73d17edab..16c85750d 100644 --- a/examples/pcsaft/PhaseDiagramBinary.ipynb +++ b/examples/pcsaft/PhaseDiagramBinary.ipynb @@ -6,10 +6,10 @@ "metadata": {}, "outputs": [], "source": [ - "from feos.si import *\n", "from feos.pcsaft import *\n", "from feos.eos import *\n", "\n", + "import si_units as si\n", "import matplotlib.pyplot as plt\n", "import numpy as np" ] @@ -28,7 +28,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "
" ] @@ -42,18 +42,18 @@ "source": [ "params = PcSaftParameters.from_json(['hexane', 'octane'], '../../parameters/pcsaft/gross2001.json')\n", "saft = EquationOfState.pcsaft(params)\n", - "dia_p = PhaseDiagram.binary_vle(saft, 300*KELVIN)\n", - "dia_t = PhaseDiagram.binary_vle(saft, BAR)\n", + "dia_p = PhaseDiagram.binary_vle(saft, 300*si.KELVIN)\n", + "dia_t = PhaseDiagram.binary_vle(saft, si.BAR)\n", "\n", "f, ax = plt.subplots(1,3,figsize=(20,5))\n", - "ax[0].plot(dia_p.liquid.molefracs[:,0], dia_p.liquid.pressure/BAR, '-k')\n", - "ax[0].plot(dia_p.vapor.molefracs[:,0], dia_p.vapor.pressure/BAR, '-k')\n", + "ax[0].plot(dia_p.liquid.molefracs[:,0], dia_p.liquid.pressure/si.BAR, '-k')\n", + "ax[0].plot(dia_p.vapor.molefracs[:,0], dia_p.vapor.pressure/si.BAR, '-k')\n", "ax[0].set_xlim(0,1)\n", "ax[0].set_xlabel('$x_1,y_1$')\n", "ax[0].set_ylabel('$p$ / bar')\n", "\n", - "ax[1].plot(dia_t.liquid.molefracs[:,0], dia_t.liquid.temperature/KELVIN, '-g')\n", - "ax[1].plot(dia_t.vapor.molefracs[:,0], dia_t.vapor.temperature/KELVIN, '-g')\n", + "ax[1].plot(dia_t.liquid.molefracs[:,0], dia_t.liquid.temperature/si.KELVIN, '-g')\n", + "ax[1].plot(dia_t.vapor.molefracs[:,0], dia_t.vapor.temperature/si.KELVIN, '-g')\n", "ax[1].set_xlim(0,1)\n", "ax[1].set_xlabel('$x_1,y_1$')\n", "ax[1].set_ylabel('$T$ / K')\n", @@ -81,7 +81,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "
" ] @@ -95,18 +95,18 @@ "source": [ "params = PcSaftParameters.from_multiple_json([(['acetone'], '../../parameters/pcsaft/gross2006.json'), (['hexane'], '../../parameters/pcsaft/gross2001.json')])\n", "saft = EquationOfState.pcsaft(params)\n", - "dia_p = PhaseDiagram.binary_vle(saft, 300*KELVIN)\n", - "dia_t = PhaseDiagram.binary_vle(saft, 5*BAR)\n", + "dia_p = PhaseDiagram.binary_vle(saft, 300*si.KELVIN)\n", + "dia_t = PhaseDiagram.binary_vle(saft, 5*si.BAR)\n", "\n", "f, ax = plt.subplots(1,3,figsize=(20,5))\n", - "ax[0].plot(dia_p.liquid.molefracs[:,0], dia_p.liquid.pressure/BAR, '-k')\n", - "ax[0].plot(dia_p.vapor.molefracs[:,0], dia_p.vapor.pressure/BAR, '-k')\n", + "ax[0].plot(dia_p.liquid.molefracs[:,0], dia_p.liquid.pressure/si.BAR, '-k')\n", + "ax[0].plot(dia_p.vapor.molefracs[:,0], dia_p.vapor.pressure/si.BAR, '-k')\n", "ax[0].set_xlim(0,1)\n", "ax[0].set_xlabel('$x_1,y_1$')\n", "ax[0].set_ylabel('$p$ / bar')\n", "\n", - "ax[1].plot(dia_t.liquid.molefracs[:,0], dia_t.liquid.temperature/KELVIN, '-g')\n", - "ax[1].plot(dia_t.vapor.molefracs[:,0], dia_t.vapor.temperature/KELVIN, '-g')\n", + "ax[1].plot(dia_t.liquid.molefracs[:,0], dia_t.liquid.temperature/si.KELVIN, '-g')\n", + "ax[1].plot(dia_t.vapor.molefracs[:,0], dia_t.vapor.temperature/si.KELVIN, '-g')\n", "ax[1].set_xlim(0,1)\n", "ax[1].set_xlabel('$x_1,y_1$')\n", "ax[1].set_ylabel('$T$ / K')\n", @@ -134,7 +134,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -148,22 +148,22 @@ "source": [ "params = PcSaftParameters.from_json(['carbon dioxide', 'hexane'], '../../parameters/pcsaft/gross2001.json')\n", "saft = EquationOfState.pcsaft(params)\n", - "T_vec = [350*KELVIN, 450*KELVIN, 500*KELVIN]\n", + "T_vec = [350*si.KELVIN, 450*si.KELVIN, 500*si.KELVIN]\n", "c_vec = ['k', 'r', 'b']\n", "dia_p = [PhaseDiagram.binary_vle(saft, T) for T in T_vec]\n", - "dia_t = PhaseDiagram.binary_vle(saft, 50*BAR)\n", + "dia_t = PhaseDiagram.binary_vle(saft, 50*si.BAR)\n", "\n", "f, ax = plt.subplots(1,3,figsize=(20,5))\n", "for d,c,T in zip(dia_p, c_vec, T_vec):\n", - " ax[0].plot(d.liquid.molefracs[:,0], d.liquid.pressure/BAR, color=c, label=f'{T}')\n", - " ax[0].plot(d.vapor.molefracs[:,0], d.vapor.pressure/BAR, color=c)\n", + " ax[0].plot(d.liquid.molefracs[:,0], d.liquid.pressure/si.BAR, color=c, label=f'{T}')\n", + " ax[0].plot(d.vapor.molefracs[:,0], d.vapor.pressure/si.BAR, color=c)\n", "ax[0].set_xlim(0,1)\n", "ax[0].set_xlabel('$x_1,y_1$')\n", "ax[0].set_ylabel('$p$ / bar')\n", "ax[0].legend()\n", "\n", - "ax[1].plot(dia_t.liquid.molefracs[:,0], dia_t.liquid.temperature/KELVIN, '-g')\n", - "ax[1].plot(dia_t.vapor.molefracs[:,0], dia_t.vapor.temperature/KELVIN, '-g')\n", + "ax[1].plot(dia_t.liquid.molefracs[:,0], dia_t.liquid.temperature/si.KELVIN, '-g')\n", + "ax[1].plot(dia_t.vapor.molefracs[:,0], dia_t.vapor.temperature/si.KELVIN, '-g')\n", "ax[1].set_xlim(0,1)\n", "ax[1].set_xlabel('$x_1,y_1$')\n", "ax[1].set_ylabel('$T$ / K')\n", @@ -171,7 +171,7 @@ "ax[2].plot([0,1], [0,1], '--k')\n", "for d,c,T in zip(dia_p, c_vec, T_vec):\n", " ax[2].plot(d.liquid.molefracs[:,0], d.vapor.molefracs[:,0], color=c, label=f'{T}')\n", - "ax[2].plot(dia_t.liquid.molefracs[:,0], dia_t.vapor.molefracs[:,0], '-g', label=f'{50*BAR}')\n", + "ax[2].plot(dia_t.liquid.molefracs[:,0], dia_t.vapor.molefracs[:,0], '-g', label=f'{50*si.BAR}')\n", "ax[2].set_xlim(0,1)\n", "ax[2].set_ylim(0,1)\n", "ax[2].set_xlabel('$x_1$')\n", @@ -193,7 +193,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -208,18 +208,18 @@ "params = PcSaftParameters.from_multiple_json([(['water'], '../../parameters/pcsaft/gross2002.json'), (['octane'], '../../parameters/pcsaft/gross2001.json')])\n", "\n", "saft = EquationOfState.pcsaft(params)\n", - "dia_p = PhaseDiagram.lle(saft, 500*KELVIN, np.array([0.5, 0.5])*MOL, BAR, 5000*BAR)\n", - "dia_t = PhaseDiagram.lle(saft, BAR, np.array([0.5, 0.5])*MOL, 300*KELVIN, 364*KELVIN)\n", + "dia_p = PhaseDiagram.lle(saft, 500*si.KELVIN, np.array([0.5, 0.5])*si.MOL, si.BAR, 5000*si.BAR)\n", + "dia_t = PhaseDiagram.lle(saft, si.BAR, np.array([0.5, 0.5])*si.MOL, 300*si.KELVIN, 364*si.KELVIN)\n", "\n", "f, ax = plt.subplots(1,3,figsize=(20,5))\n", - "ax[0].plot(dia_p.liquid.molefracs[:,0], dia_p.liquid.pressure/BAR, '-k')\n", - "ax[0].plot(dia_p.vapor.molefracs[:,0], dia_p.vapor.pressure/BAR, '-k')\n", + "ax[0].plot(dia_p.liquid.molefracs[:,0], dia_p.liquid.pressure/si.BAR, '-k')\n", + "ax[0].plot(dia_p.vapor.molefracs[:,0], dia_p.vapor.pressure/si.BAR, '-k')\n", "ax[0].set_xlim(0,1)\n", "ax[0].set_xlabel('$x_1,y_1$')\n", "ax[0].set_ylabel('$p$ / bar')\n", "\n", - "ax[1].plot(dia_t.liquid.molefracs[:,0], dia_t.liquid.temperature/KELVIN, '-g')\n", - "ax[1].plot(dia_t.vapor.molefracs[:,0], dia_t.vapor.temperature/KELVIN, '-g')\n", + "ax[1].plot(dia_t.liquid.molefracs[:,0], dia_t.liquid.temperature/si.KELVIN, '-g')\n", + "ax[1].plot(dia_t.vapor.molefracs[:,0], dia_t.vapor.temperature/si.KELVIN, '-g')\n", "ax[1].set_xlim(0,1)\n", "ax[1].set_xlabel('$x_1,y_1$')\n", "ax[1].set_ylabel('$T$ / K')\n", @@ -247,7 +247,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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hbNmyzJo1i5w5cybba40cOZLjx48zadKkWz5urWX5L8upnb92kv1epwKTiHglTZET8bxA/0Aq5a5EpdyVeLP6m5yJPsPyn5fz/eHvWfzTYr47+B0AeTPnJbJAJHUL1qVGvhpkTJPR4eQiIiIi3i8uLo4nn3ySL774guDg4GR7nYsXL/Luu+9So0YNqlevfst9dv6+k5MXT1Irf60ke10VmETEK6nAJOK8zMGZafZgM5o96Fp08qc/f2LRT4tY9NMiJu6ayMgtIwnwC6BCeAXqFqhLZMFISj5QUlenExEREXH77bffOHr0KGXLlmXAgAFA8i8HMmLECE6ePMlbb711232uXfjl2pWIk4IKTCLilTT9RhJDi3wnjwL3FaDnfT3pWbonV+KusPboWhYdchWcXln2Cq8se4Uc6XMQWTCS+oXqUzt/bS0WLiIiIqnWpk2baNq0KUFBQRw4cIDAwMBkf80///yTd999l/r161OhQoXb7jfnxzk8lvMxcmXIlWSvrQKTiHgtdTCJeK8g/yCq5a1GtbzVeLfWu/x+4XcW/7SY+YfmM/fHuYzbMQ5/40/58PLUK1iPegXrUfKBkioei4hXOPjnQepOrOt0DBFJwY4fP86e3XsIahDEo6UepeHUhh553R8n/8iZs2f4q+Jft/05d+HKBTYc28A7Nd5J0tdWgUlEvJKmyIn4lhwhOWhfoj3tS7QnLj6Ojcc2Mv/gfBYcWnC9uylnSE7qF6pPg0INqJW/FhnSZHA6toikUudjznMu5pzTMUQkJbJwNOoox6KOkSFrBgoXLkx8YLxHfubEnI7hyOIjZCufDZvD3vE1a+SrQccSHZP09VVgEhGvpAKTiO/y93N1LpUPL89bNd7i9wu/s/DQQuYfms+MvTP4ctuX1zugGhRqQMPCDcmfJb/TsUUkFQnwC2Bd13VOxxCRFCg+Pp7WrVuTKVMmPn3vU4KCgjz22m3btmVfwD62TN5C7ty5Pfa613i8wGSM8Qc2A8estQ2NMWOBqsBZ9y6drLXbPZ1LRLyLCkwiKUeOkBx0LNmRjiU7cjXuKmuOruG7A98x7+A8+i7sS9+FfSmarSgNCzWkUZFGVAivQICfzoGJiIiI7/j111+x1pI3b16+/vprAgICPLo0wNq1a5kyZQqvvvqqI8UlcKaDqS+wD7jxmsYvWmtn3O2B9OFTJOVSgUkSQ9873ivQP/D62k2D6wzm0J+H+O7Ad3x38Ds+3vAxH6z7gPvS3keDQg1oXKQxdQvU1VQ6EUlyBq0HJyJJZ+3atTRr1ozChQuzcuVKjyzmfaO4uDj69u1Lzpw56devn0df+0YevY6wMSYMaAB8kcTHTcrDiYgXUIEp5TLGBBtjNhpjdhhj9hhj3nBvN8aYd4wxB4wx+4wxT9+wfZgx5pAxZqcx5lFn/waSlAreV5C+5fqyuP1iTvc7zYyWM2hYuCHfHfyOltNbkm1wNupOrMuIjSM4cvaI03FFRERE/mbs2LFUr16djBkz8vnnnztSn/jyyy/ZvHkzH3zwASEhIR5//Ws83cH0EdAPuPlU5DvGmP8BS4GXrbUxHs4lIl5GheMULQaoYa29YIwJBFYbYxYADwLhQFFrbbwx5n73/vWAQu6vssBn7j8lhcmQJgOPF3ucx4s9Tmx8LOuOrmPuj3OZ8+Mcei/oTe8FvSn1QCmaFm1Ks6LNKH5/cf2sEJF7ox8dIpJIcXFxvPTSSwwZMoSaNWsybdo07rvvPo/nOH36NP3796dq1aq0bdvW469/I491MBljGgInrbVbbnqoP1AUKA3cB7x0m+d3N8ZsNsZsPnXqVPKGFRGvoA6mlMm6XHDfDXR/WeAp4E1rbbx7v5PufZoA493PWw9kNsbk9HRu8awAvwAq56nM4DqDOdDnAPt77WdQrUGkDUzL6yte55GRj1Dok0K8sPgFVh9ZTVx8nNORRUREJBWJiYlh6dKl9OrViwULFjhSXAJ48cUXOXfuHMOHD3f8xJsnp8hVBBobY34BpgA1jDETrbXH3R8aYoCvgDK3erK1drS1NsJaG5E9e3bPpRYRR2iKXMpmjPE3xmwHTgLfW2s3AAWA1u6TCQuMMYXcu4cCR294epR7283HvH4i4sqVK8n8NxBPK5KtCP0q9mNNlzX89vxvjGo4isJZCzNswzAqf1WZXENz0W1uNxYcXMCVOP37i8idaQ0mEblXhw8f5sKFC6RLl45Vq1YxfPhwj6+5dM2KFSv46quveOGFFyhevLgjGW7ksQKTtba/tTbMWpsXaAMss9a2u3YW2rhKbU2B3Z7KJCLey+nquyQva22ctbYkEAaUMcYUB9IA0dbaCOBzYMxdHvP6iYjAIGcGefGMB0IeoPtj3Zn/5Hz+6PcHkx+fTPW81Zm6Zyr1v67P/YPvp/2s9szeP5vLVy87HVdERERSiOXLl1O6dGn69OkD4Oh6R5cvX6ZHjx7kz5+fV1991bEcN/KGawBPMsZkxzUTejvwX2fjiIi3UAdTymetPWOMWQ5E4upM+sb90CxcXa0Ax3CtzXRNmHubCBnTZKRN8Ta0Kd6GmNgYlhxewsx9M5m9fzYTd04kfWB66heqz+MPPk79QvV1RToRERG5J6NGjaJ3794UKlSIAQMGOB2H1157jQMHDrBkyRLSpUvndBzAoQKTtXYFsMJ9u4YTGUTEuxljiI+PdzqGJAP3SYWr7uJSWqA2MAiYDVQHfgaqAgfcT5kL9DbGTMG1uPdZa+1xjwcXr5cmIA0NCjegQeEGjGo4ihW/rGDmvpnM2j+L6XunExwQTL2C9Wj1UCsaFm5ISJBzZx1FRETEN1y9epVnn32WESNGUL9+fb7++msyZcrkaKYNGzYwZMgQunXrRs2aNR3NciNv6GASEfkHTZFL0XIC44wx/rimak+z1s4zxqzG1dX6LHAB+I97//lAfeAQcAno7EBm8TGB/oHULlCb2gVqM6L+CNYcXcOMvTOYsXcGs/bPIjggmPqF6tOqWCsaFG6gYpNIKqM1mEQkoU6ePMm0adN44YUXeO+99/D393c0z6VLl+jQoQOhoaEMHjzY0Sw3U4FJRLyWpsilTNbanUCpW2w/AzS4xXYL9Er+ZJJS+fv5UyVPFarkqcJHkR+x5sgapu+dzvS90/lm3zekDUhLg8INaFXM1dmUNjCt05FFRETEYUeOHCEsLIzQ0FD27NmDt1xs7OWXX+bAgQMsXbrU8U6qm3nyKnIiIgmmq8iJSHLwM35UzlOZYfWGEfVsFD90+oEupbqw+shqWs1oxf0f3E+7b9rx3YHvdDU6kZRMDUwicgcLFy7kkUceYdCgQQBeU1xauHAhn3zyCU8//TQ1anjfakM+XWDSh0+RlEsFJkkMfe9IQlzrbBpefzhRz0axrMMy2hZvy/yD82k4uSE5h+Sk+7fdWf7zcuLi45yOK5JqGWMijTE/GmMOGWNevsXjuY0xy40x24wxO40x9Z3IKSK+z1rLRx99RIMGDcibNy9PPPGE05GuO3nyJJ06daJ48eLXC1/exqcLTNdorRaRlEcFJhHxJH8/f6rnq87oRqM58cIJvm37LfUK1uPrXV9TY3wNwj8M5/lFz7Pt+Db9bBLxIPd6fSOAekAxoK0xpthNuw3AtZ5fKaAN8KlnU4pISnDlyhW6d+/Os88+S5MmTVi9ejV58uRxOhYA8fHxtG/fnjNnzjB58mSCg4OdjnRLKaLAJCIpjwpMIuKUIP8gGhZuyMTmEzn54kmmtZhGmdAyfLLxEx4d/SgPffoQA1cN5JczvzgdVSQ1KAMcstYettZeAaYATW7axwIZ3bczAb/920G1yLeI3GzXrl2MGzeOAQMGMGPGDEJCvOcCIIMGDWLx4sUMGzaM4sWLOx3ntrTIt4h4JRWYRMQbpAtMR8uHWtLyoZb8eflPpu+ZzqRdk3hl2Su8suwVKuWuRLuH29HqoVZkSZvF6bgiKVEocPSG+1FA2Zv2eR1YbIzpA6QHat3qQMaY7kB3gMBcgUkeVER80x9//EG2bNl47LHH+PHHH8mXL5/Tkf5m+fLlDBgwgDZt2tCtWzen49yROphExCtp6quIeJv70t5Hj4gerOy8kp/7/sw7Nd7h9KXT/Pe7/5JzSE5aTW/Fdwe+IzY+1umoIqlNW2CstTYMqA9MMMb843OOtXa0tTbCWhsREKDz7CICc+fOJX/+/MyaNQvA64pLx44do02bNhQpUoTPP//c6z8jqcAkIl5LHUxyryz63pHklTdzXv6v8v+xp+cetnTfQo/HerD8l+U0nNyQsKFhPL/oeXb+vtPpmCIpwTEg/Ib7Ye5tN+oKTAOw1q4DgoFsHkknIj7JWst7771H06ZNKVKkCGXKlHE60j9ER0fTvHlzLl26xMyZM71qyt7tqMAkIl5JU+RExBcYY3g056N8XO9jjj13jNmtZ1MhvAKfbPyEEiNLUGpUKT7Z8AmnL512OqqIr9oEFDLG5DPGBOFaxHvuTfscAWoCGGMexFVgOuXRlCLiM6Kjo2nfvj39+/endevWrFy5ktDQUKdj/Y21lqeeeoqNGzcyYcIEHnzwQacjJYgKTCLilVRgEhFfE+QfRJOiTfim9Tf89vxvDK83HH/jz9MLnybX0Fy0ntGaRYcWERcf53RUEZ9hrY0FegOLgH24rha3xxjzpjGmsXu354FuxpgdwGSgk9UvESJyG/PmzWPSpEm8/fbbfP3116RNm9bpSP8wZMgQxo4dy2uvvUbTpk2djpNgmnwsIl7J2+cXi4jcSbZ02ehVphe9yvRix4kdfLX9KybunMi0PdMIyxhGpxKd6FyqM/mz5Hc6qojXs9bOB+bftO1/N9zeC1S8m2PqKnIiqc/FixdJnz49LVq0YPv27ZQoUcLpSLc0d+5c+vXrR8uWLfnf//7370/wIupgEhGvpZOPcs/0rSNepMQDJfgo8iOOPXeM6S2n8/D9DzNw9UAKDCtA7Qm1mb5nOlfirjgdU0REJMWaPn06efPmZfv27QBeW1zatGkTbdu2JSIigrFjx+Ln51slG99KKyKphqbIiUhKkyYgDS2KtWD+k/P59ZlfebPamxw4fYBWM1oRNjSMft/348DpA07HFEkd1MAkkirEx8fz+uuv06pVKwoXLkzOnDmdjnRbhw8fpmHDhtx///18++23pEuXzulId00FJhHxSiowSWLoKnLi7cIyhvFq1Vc5/PRhFjy5gEq5KzF03VCKDC9C9XHVmbp7qrqaREREEuHixYu0bt2aN954g06dOrFs2TJy5MjhdKxbOnnyJHXr1iU2Npb58+d7bc5/owKTiHglFZhEJDXw9/MnsmAk37T+hqPPHmVgjYH8cuYX2sxsQ+4PczNg2QCOnD3idEwRERGfM3z4cGbOnMkHH3zAmDFjSJMmjdORbuns2bPUq1ePY8eO8d133/nMFeNuRQUmEfFKKjCJSGqTM0NO+lfuz09P/8T8J+ZTOrQ0A1cNJN/H+Wg8uTELDi4g3sY7HVNERMSrXb16FYDnnnuOVatW8fzzz3vtBYQuXbpEo0aN2LlzJzNnzqRcuXJOR0oUny4w6cOnSMqlApOIpFZ+xo96herxbdtv+bnvz7xc8WU2HNtA/a/rU/iTwny47kPORJ9xOqaIT9NV5ERSpgkTJlC8eHFOnjxJYGAgFSve1QUmPSo6OpomTZqwevVqJkyYQL169ZyOlGg+XWC6xlurkSJy7/T/WkQE8mTOwzs13+Hos0eZ/PhkcoTk4LnFzxE2NIye3/Vk76m9TkcUERFxXFxcHC+//DIdOnQgV65c+Pv7Ox3pjmJiYnj88cdZsmQJY8aMoU2bNk5HShIposAkIimTOphERFyC/INoU7wNa7qsYUv3LbR8qCVjto3hoU8fotb4Wsz9ca6mz4mISKp0/vx5mjVrxqBBg+jRoweLFy8ma9asTse6rejoaJo3b878+fMZOXIknTp1cjpSklGBSUS8kqbISWLoKnKSkj2a81G+avLV9UXBfzz9I02mNKHI8CIM3zicC1cuOB1RRETEY1588UXmz5/P8OHD+eyzzwgMDHQ60m1dunSJJk2aXC8u9ejRw+lIScrjBSZjjL8xZpsxZp77fj5jzAZjzCFjzFRjTJCnM4mI91GBSUTkzrKnz07/yv05/PRhpjw+haxps9JnQR/CPwyn3/f9OHr2qNMRRUREkk18vKtz95133mHJkiX06tXLq5fZOHfuHPXr1+f777/nyy+/THHFJXCmg6kvsO+G+4OAD621BYG/gK4OZBIRL6MCk4hIwgT6B9K6eGvW/2c9a7uspXb+2gxZN4R8H+fjyW+eZPuJ7U5HFBERSVJffPEFtWvX5sqVK2TNmpVq1ao5HemO/vjjD2rWrMnq1auZOHEiXbp0cTpSsvBogckYEwY0AL5w3zdADWCGe5dxQFNPZhIR76QCkySKvnUklSofXp5pLadx+OnDPFPuGb798VtKjSpF7Qm1WfzTYv1cFRERnxYbG8szzzxDt27dCAwMJDo62ulI/+rXX3+lUqVK7N69m1mzZvHEE084HSnZeLqD6SOgH3BtFcqswBlrbaz7fhQQ6uFMIuKFvLm9VUTE2+XJnIcP6nzAkWePMKjWIPac3EPdiXUpNaoUk3ZOIjY+9t8PIpKCGfR7hoiv+euvv6hfvz4ff/wxzzzzDPPmzSNjxoxOx7qj7du3U6FCBX7//XcWL15Mo0aNnI6UrDxWYDLGNAROWmu33OPzuxtjNhtjNp86dSqJ04mIN9KZdrlXWuRbxCVzcGb6VezHz31/ZkzjMVyNv0q7We0o/ElhPtv0GdGx3n/mV0REBOCJJ55gxYoVfPHFF3z44YcEBAQ4HemOFi1aROXKlfHz82PVqlVUrlzZ6UjJzpMdTBWBxsaYX4ApuKbGfQxkNsZc+84IA47d6snW2tHW2ghrbUT27Nk9kVdEHKQpciIiSSdNQBo6l+rMrqd2MafNHO5Pfz895/ck38f5eH/N+5yLOed0RBERkTsaPHgwS5YsoWtX71+2+bPPPqNBgwYUKFCA9evXU7x4cacjeYTHCkzW2v7W2jBrbV6gDbDMWvsksBxo4d6tIzDHU5lExHupwCQikvT8jB+NizRmXdd1LOuwjIfvf5iXlrxEno/y8Nry1/jz8p9ORxTxDM2QE/F61lqGDx9Oz549sdZSvHhxqlSp4nSsO4qNjaVPnz707NmTyMhIVq1aRWho6lkFyImryN3sJeA5Y8whXGsyfelwHhHxAlqDSUQk+RhjqJ6vOovbL2bjfzZSPW913lz5Jnk/ysuAZQM4fem00xFFRCQVu3r1Kk899RR9+vQhKiqKq1evOh3pX/3xxx/UqVOH4cOH8/zzzzNnzhwyZMjgdCyPcqTAZK1dYa1t6L592Fpbxlpb0Frb0lobcxfHSb6QIuI4/R8XEUl+pUNL803rb9j5353UK1SPgasGkuejPLy85GVOXdS6lyIi4lmnT5+mTp06jBo1ipdffpnZs2cTFBTkdKw72rJlCxEREaxdu5axY8fywQcf4O/v73Qsj/OGDqZEU6eDSMqjKXIiIp71cI6HmdpiKrt77qZJ0SYMXjuYfB/no/+S/upokhRHV5ET8U7x8fHUrFmTdevWMWHCBN599138/Ly3bGGt5csvv6RixYrEx8ezatUqOnbs6HQsx3jvv5SIpGoqMEli6CpyIveuWPZiTGo+ib0999K4SGMGrRlEvo/z8dry1zgTfcbpeCIikoL5+fkxcOBAVqxYQbt27ZyOc0cXLlygU6dO/Oc//6Fy5cps2bKF0qVLOx3LUSowiYhXUoFJRMRZRbIV4evHv2bnUzupU6AOb658k3wf5+Odle9w8cpFp+OJiEgKYa3lgw8+4NNPPwWgfv36lCtXzuFUd7Z9+3YiIiKYMGECr7/+OgsXLkRXu1eBSUS8lApMIiLeofj9xZnRagbbemyjcu7KDFg+gALDCjBi4wiuxF1xOp6IiPiwmJgYOnfuzIsvvsjq1au9/vf/+Ph4PvroI8qWLcu5c+dYunQpr732Wqpcb+lWVGASEa+kApMkir51RJJcyQdKMrftXNZ2WUuRbEXovaA3RYcXZeLOicTFxzkdT0REfMyJEyeoXr0648aN4/XXX2fixIlevb7ysWPHiIyM5Nlnn6Vu3brs2LGD6tWrOx3Lq6jAJCJeyZsHFxGR1Kx8eHlWdFzBgicXkDk4M+1nteex0Y/x/U/fOx1NRER8xIULFyhXrhzbt29n+vTpvPbaa167mLe1lkmTJlG8eHHWrFnDyJEjmTNnjqbE3YJ3/guKiIA6mOSeaZFvkeRljCGyYCSbu2/m6+Zfcy7mHHUm1qHuxLrs/H2n0/FERMTLhYSEXJ8W16JFC6fj3Nbx48dp1qwZ7dq1o1ixYmzfvp0ePXroZPhtqMAkIl5JU+RERLyfn/Gj7cNt2ddrH0PrDGXTsU2UHFmSznM6c+zcMafjiYiIF7HW8vbbb7Ns2TIAevXqxaOPPupwqluz1jJmzBiKFSvGokWLGDx4MCtXrqRQoUJOR/NqKjCJiFdSgUlExHekCUjDs+Wf5aenf+L58s/z9a6vKTy8MG+vfJvLVy87HU9ERBx26dIl2rZty6uvvsqsWbOcjnNH+/fvp3r16nTt2pVHHnmEHTt28MILL2gh7wRQgUlEvJIKTCIividL2iwMrjOYfb32EVkwkleXv0rREUWZunuqfqaLV9H0FhHPOXbsGFWqVGHatGm89957DBs2zOlIt3Tp0iUGDBhwvag0atQoli9fTuHChZ2O5jN8usCkX1REUi4VmEREfFf+LPmZ2WomyzsuJ0twFtrMbEOVsVXYfmK709FERMSDoqKiKF26ND/++CNz5szhpZde8roCr7WWWbNmUaxYMd555x3atGnD/v376d69u9cuPO6tUsS75W3foCKSeCowiYj4vmp5q7Gl+xZGNxzN/j/289jox+g9vzd/Xf7L6WgiIuIBoaGhtG3blrVr19KoUSOn4/zDrl27qF27Ns2bNydDhgysWLGC8ePHkyNHDqej+aQUUWASkZRHheOUyxgTbIzZaIzZYYzZY4x546bHhxljLtxwP40xZqox5pAxZoMxJq/HQ4vIPfP386fbY9040PsAPSN68tnmzyg8vDBfbP2CeBvvdDwREUli8fHxvP322/z0008YYxgyZAgPP/yw07H+5sSJE/To0YOSJUuydetWPvnkE7Zt20bVqlWdjubTVGASEa+lDqYUKwaoYa0tAZQEIo0x5QCMMRFAlpv27wr8Za0tCHwIDPq3F7Doe0fE22RJm4VP6n/C1u5bKZqtKN2+7Ublryqz6/ddTkcTEZEkcuHCBR5//HFeffVVvv76a6fj/MP58+d5/fXXKViwIGPGjKFPnz4cOnSI3r17ExAQ4HQ8n6cCk4h4JU2RS7msy7UOpUD3lzXG+AODgX43PaUJMM59ewZQ06jFTcRnlXigBCs7rWRsk7EcOH2AUqNK8eLiF7lw5cK/P1lERLzWr7/+SsWKFZk7dy4fffQRAwYMcDrSddHR0Xz00UcUKFCAN954g3r16rF3714++ugj7rvvPqfjpRgqMImIV1KBKWUzxvgbY7YDJ4HvrbUbgN7AXGvt8Zt2DwWOAlhrY4GzQNY7voC+dUS8mjGGjiU7sr/XfjqX7MwH6z7goU8fYv7B+U5HExGRe7B7925Kly7Nr7/+yvz58+nbt69XLHkRExPDZ599RsGCBXn22Wd55JFH2LBhA9OnT6dQoUJOx0tx1AMmIl5JBaaUzVobB5Q0xmQGZhljqgAtgWr3ekxjTHegO4B/Lv8kSCkiyS1ruqx83vhzOpXsRPd53WnwdQPaFm/LR5EfcX/6+52OJ6nArFmzmDlzptMxRHxebGwsadOmpVy5ckyYMIEJEyY4HQlrLStXriQqKoqKFSsyfvx4atSo4XSsFE0FJhHxSiowpQ7W2jPGmOVAdaAgcMh9tiudMeaQe92lY0A4EGWMCQAyAadvcazRwGiANOFp9M0j4kMq5q7I1u5bGbRmEG+vfJtFPy3iw7of0v6R9l5xBlxSHoPr+2ro0KFs3ryZ0NBQhxOJ+KYzZ86QMWNG/Pz8CAwMZO/evU5H+psiRYowZswYatWqpfHEA1RgEhGvpAJTymWMyQ5cdReX0gK1gUHW2gdu2OeCu7gEMBfoCKwDWgDL7L98c2iRbxHfkyYgDf+r+j9aFGtBt2+70XF2R6btmcaohqMIzagP/5I8Lly4QO3atZk7d67TUUR8ytmzZ2nbti0LFixg0KBBdO3a1elI4gW0BpOIeCUVmFK0nMByY8xOYBOuNZjm3WH/L4GsxphDwHPAyx7IKCIOKZa9GKs6r+Kjuh+x7OdlPPTpQ4zdPlZjgiSLCxcuEBIS4nQMEZ9y6NAhypcvz/fff8/IkSNVXJLr1MEkIl5JBaaUy1q7Eyj1L/uE3HA7Gtf6TCKSSvgZP/qW60uDwg3oMqcLned0Zvre6XzR6AtyZsjpdDxJQVRgErk7a9eupWHDhhhj+P7776lWrZrTkcSL+HQHkz58iqRcKjCJiEjB+wqyotMKPo78mGU/L+Phzx5mxt4ZTseSFOTChQukT5/e6RgiPiM8PJxSpUqxceNGFZfkHzxWYDLGBBtjNhpjdhhj9hhj3nBvH2uM+dkYs939VfIejp3keUXEWfp/LSIi4Opmerrs02zrsY18WfLRcnpL2s9qz9nos05HEx9nreXixYvqYBL5F1evXmX06NHEx8cTHh7O0qVLKVCggNOxxAt5soMpBqhhrS0BlAQijTHl3I+9aK0t6f7a7sFMIuLF1MEkIiLXFM1WlLVd1vJa1deYvGsyJUeVZO3RtU7HEh92+fJlrLXqYBK5gz///JPIyEh69OjB4sWLnY4jXs5jBSbrcsF9N9D9pU+PInJLmiIniaGryImkTIH+gbxe7XVWd1mNwVD5q8q8+cObxMbHOh1NfNDFixcBVGASuY19+/ZRtmxZVq9ezdixY4mMjHQ6kng5j67BZIzxN8ZsB07iumrQBvdD7xhjdhpjPjTGpPFkJhHxTiowiYjI7ZQLK8f2/27niYef4LUVr1FjXA2izkU5HUt8zLUCk6bIifzT4sWLKVeuHOfOnWP58uV07NjR6UjiAzxaYLLWxllrSwJhQBljTHGgP1AUKA3cB7x0q+caY7obYzYbYzafOnXKU5FFxCEqMEmi6FtHJMXLmCYjE5pNYEKzCWw9vpWSI0sy/+B8p2OJD1EHk8jtpU+fnqJFi7Jp0yYqVKjgdBzxEY5cRc5aewZYDkRaa4+7p8/FAF8BZW7znNHW2ghrbUT27Nk9mFZEnKACk4iIJES7R9qxtcdWwjKG0eDrBrz0/UuaMpeCGGMijTE/GmMOGWNevs0+rYwxe90XEvo6gce9XmBKly5dEiYW8V0xMTHMmTMHgIoVK7J+/Xpy587tcCrxJZ68ilx2Y0xm9+20QG1gvzEmp3ubAZoCuz2VSUS8lwpMIiKSUIWzFmZd13X897H/8v7a96k5viYnLpxwOpYkkjHGHxgB1AOKAW2NMcVu2qcQrhkRFa21DwHPJPT4ly5dAtTBJAJw8uRJatWqRdOmTdm92/WRXFd1lrvlyQ6mnMByY8xOYBOuNZjmAZOMMbuAXUA24G0PZhIRL6UBTRJDi3yLpD5pA9PyWcPPmNBsApuObaLUqFKs+nWV07EkccoAh6y1h621V4ApQJOb9ukGjLDW/gVgrT2Z0INfKzCpg0lSu507d1KmTBk2b97M5MmTKV68uNORxEd58ipyO621pay1j1hri1tr33Rvr2Gtfdi9rd0NV5oTkVROHUwiInK32j3Sjg3/2UCGoAxUH1ed4RuHazzxXaHA0RvuR7m33agwUNgYs8YYs94Yk+DLXKnAJAJz5syhQoUKXL16lVWrVtGmTRunI4kPc2QNJhGRf6MpciIicq8ezvEwm7ptokHhBvRZ0Ieuc7sSHRvtdCxJHgFAIaAa0Bb4/NqyHDe78aJBMTExmiInAvzxxx8UK1aMTZs2ERER4XQc8XEqMImIV1KBSUREEiNTcCZmtZ7Fa1Vf46vtX1F1bFWOnz/udCy5O8eA8Bvuh7m33SgKmGutvWqt/Rk4gKvg9A83XjQoTZo01wtMadOmTfrkIl4sOjqatWvXAtC1a1fWrFlDrly5HE4lKYFPF5j04VMk5VKBSUREEsvP+PF6tdf5ptU37Dm5h9Kfl2br8a1Ox5KE2wQUMsbkM8YEAW2AuTftMxtX9xLGmGy4pswdTsjB1cEkqdHx48epWrUqderU4eRJ15JlgYGBDqeSlMKnC0zXaDFgkZRHBSZJDC3yLSI3avZgM9Z0WYO/nz+VxlRixt4ZTkeSBLDWxgK9gUXAPmCatXaPMeZNY0xj926LgNPGmL3AcuBFa+3phBz/8uXLgDqYJPXYsmULpUuXZs+ePUycOJH777/f6UiSwqSIApOIpDwqMImISFIq8UAJNv5nIyUfKEnL6S0ZvGawxhkfYK2db60tbK0tYK19x73tf9baue7b1lr7nLW2mPvCQVMSclyD4dKlS/j7+6t7Q1KFadOmUblyZfz9/VmzZg1NmzZ1OpKkQCowiYhXUoFJRESSWo6QHCzruIxWD7Wi35J+9PyuJ7HxsU7HEodcunRJ3UuSaqxZs4ZHH32UTZs2UaJECafjSAoV4HQAEZFbUYFJEkXfOiJyG8EBwUx+fDL5Mudj0JpBHD13lGktp5EuUJeqT20uX76sApOkaBcvXuTYsWMULlyYIUOGEBcXR5o0aZyOJSmYOphExCupwCQiIsnFz/jxXq33+KzBZyw4tICa42ty+lKClu2RFEQFJknJjh49SqVKlahTpw4xMTEEBASouCTJTgUmEfFKWrxfEkOLfItIQvw34r9Mbzmdbce3UemrShw9e9TpSOJB0dHRKjBJirRu3TpKly7N4cOH+fTTT1VYEo9RgUlEvJY6mEREJLk1f7A5i9sv5rfzv1Hpq0ocOH3A6UjiIepgkpRo/PjxVKtWjZCQENatW0f9+vWdjiSpiApMIuKVNEVOREQ8pUqeKqzouILLVy9TaUwltp/Y7nQk8QAVmCSliY+PZ8KECVSsWJENGzZQrFgxpyNJKpOgApNxCU/uMCIi12iKnIiIeFKpnKVY1XkVwQHBVB9XnU3HNjkdKUmdiT7DoNWDnI7hVaKjowkODnY6hkiinTt3jlOnTuHn58fMmTNZtGgRWbNmdTqWpEIJuoqctdYaY+YDDydzHhER4P8XmKy1KjaJiIhHFMlWhJWdV1JjXA1qjq/JgicXUDF3Radj3bXY+Fh2n9zNhqgNrD+2nvVR69n/x36nY3mdy5cvkzFjRqdjiCTK4cOHadSoEdmyZWPFihX6nhZHJajA5LbVGFPaWpuyTueIiFdSgUkSQ4t8i8i9yps57/UiU+SkSBY+udDri0y/nf/NVUyKWs/6Y+vZ/NtmLl29BED2dNkpG1aW1g+15r3V7xFDjMNpvYc6mMTXrVixghYtWhAfH8+wYcP0O7M47m4KTGWBJ40xvwIXAYOruemRZEkmIqnajQUmERERTwrLGMYPnX6g2rhqXldkio6NZtvxbayPWs+6qHWsj1rP0XOuq98F+gVS8oGS/KfUfygbVpZyYeXIlzkfxhiWHF5CTJyKSzfSVeTEl40ePZpevXpRsGBB5s6dS6FChZyOJHJXBaa6yZZCROQmOgMjIiJOypkhJ8s7Lqf6uOpETopkSfsllA0r69EM1lqOnD1yvZC0Pmo9205s40rcFQDyZMpD+fDyPBf2HGVDy1IqZymCA27dkTN9z3TSBabjEpc8+VfwWgZDdHS0Lt8uPunSpUu8//771KpViylTppApUyanI4kAd1Fgstb+aozJAhQCbhy5fk3yVAmkzgaRlE//z+We6NtGRJJArgy5WNZhGVXHViVyUiTLOy6n5AMlk+31Ll+9zObfNl8vKK2LWseJCycASBuQlohcETxT9hnKhZWjXFg5cmbImaDjno85z5Q9U3j8wceZwIRky+9rNEVOfM2ZM2dImzYt6dKl44cffuCBBx7A39/f6Vgi1yW4wGSM+Q/QFwgDtgPlgHVAjWRJdhfU6SCS8miKnHcyxoRba4/e5rGG1tp5ns4kIpKcQjOGsrTDUip/VZnaE2qzqvMqimYrmujjWmv55cwvrItax7qj61gXtY4dv+8gNj4WgAJZClArfy3KhbqKSY/keIRA/8B7eq2Rm0dyLuYcvUr3UoHpGoM6mMSnHDhwgEaNGlGtWjVGjRpFaGio05FE/uFupsj1BUoD66211Y0xRYGByRNLRFI7FZi81vfGmEhr7S83bjTGdAFeAVRgEpEUJ0/mPNeLTHUm1GF1l9XkzpT7ro5x6eoltvy2hXVR61h7dC3ro9bz+8XfAUgfmJ4yoWXoV6Hf9e6k7OmzJ0n2kxdPMnD1QOoWqOvxKX7eLiYmRh1M4hO+//57WrVqRUBAAO3bt3c6jsht3U2BKdpaG22MwRiTxlq73xhTJNmSiUiq5ufnB0B8fLzDSeQmzwGLjTENrLUHAYwx/YEngKqOJruJrkAoIkmpUNZCLGq3iKpjq14vMmVLl+2W+/5bd1LB+wpSp0AdyoeVp1xYOR7O8TABfnfza3nCxNt4uszpwqWrl/iw7odJfnxfZq0lNjZWHUzi1ay1DB8+nGeffZZixYoxd+5c8ubN63Qskdu6m5EsyhiTGZiN6wz2Xzi4/pKIpGzqYPJO1tr5xpgYYIExpinwH6AMUMVa+5ej4W5isRhUYBKRpFPigRJ82/Zb6kysQ6PJjVjaYalr4eyrl1xrJx1dx/pj61l3dN3fupNKh5bmxQovXi8oJVV30p1Ya3lm4TN8d/A7htcbzoPZH0z21/Qp7l8vdBU58WbHjx/nlVdeoWHDhkyYMIEMGTI4HUnkju5mke9m7puvG2OWA5mAhQl9vjEmGFgJpHG/7gxr7WvGmHzAFCArsAVob629ktDjikjKpAKT97LWLjXGdAZWAGuBGtbaaGdT/VP/Jf3x99PClyKS9OoXrM+s/bPIOigrmYMz8/vF37HuikWW4CyEZgilxAMlCM0Qyv3p78fPuLpy10W5upmS26Wrl5h3YB4//fUTz5V7jp6leyb7a/oc968X6mASb3T+/HlCQkLIlSsX69evp2jRote7+0W82d0s8h0M9AQq4fqRvBq4m+/yGFwfQi4YYwKB1caYBbimW3xorZ1ijBkJdAU+u4vjikgKpKlN3skYcx7XGGBwnTCoCZw0rn8wa63N6GS+Gw1dN1TfRyKSbPyMH9Fx0fx+8XcMBj/jh8Fw4coFfjz9Iz+e/tGxbNZaYm0sTYo04YM6H+hn4S1cO4GlApN4m927d9O4cWOeeeYZnn76aYoVK+Z0JJEEu5spcuOB88An7vtPABOAlgl5snX9FL/gvhvo/rK4rkL3hHv7OOB1VGASETd1MHkXa63P9GbHvBpzvWtARCQ1uXjlIiHvhlAhvILXFpeMMS9Zawc5FkAdTOKF5s2bR9u2bQkJCaFcuXJOxxG5a3dTYCpurb2xfLrcGLP3bl7MGOOPaxpcQWAE8BNwxlob694lCtD1FkVEU+Qk0bT+koikVukC0xHoF8ifl/90Osp1xphpN94FSgKOFZjUwSTexFrLBx98wEsvvcSjjz7K7NmzCQsLczqWyF27m1O7W40x18uoxpiywOa7eTFrbZy1tiQQhmtR2KIJfa4xprsxZrMxZvOpU6fu5mVFxAepwCSJ5a1n7UVEkpsxhixps/DXZa+69sI5a20r91dLYImjadTBJF5k27ZtvPTSS7Rs2ZKVK1equCQ+6187mIwxu3D9CA4E1hpjjrjv5wH238uLWmvPuBcKLw9kNsYEuLuYwoBjt3nOaGA0QEREhD5xiqRwKjB5J2NMeWC91T+MiIhXyxKchTMxZ5yOcaN3brr/iiMp3NTBJN7gypUrBAUF8eijj7J69WrKly+vE2Ti0xLSwdQQaAREAvmAqkA19+16CX0hY0x2Y0xm9+20QG1gH7AcaOHerSMwJ6HH1OcbkZRLBSav1QHYYoyZYozpZIx5wOlAIiLyT97SwWSM+d4YU8Ja+/ON2621zs7fUweTOGzbtm0ULVqU77//HoAKFbx3zTSRhPrXDiZr7a9J9Fo5gXHudZj8gGnW2nnudZymGGPeBrYBX97tgfUfUSTlUYHJO1lrnwIwxhTFdZJhrDEmE66TBQuBNdbaOAcjiogIkDk4M39c+sPpGAAvAR8ZY34B/s9ae9zhPABY1MEkzpk5cyYdOnTgvvvuI2vWrE7HEUkyd7PId6JYa3cCpW6x/TCu9ZhERK5Tgcm7WWv345om/aG7K7U6rquKDgUinMwGoPW9RSS1yxKchYOnDzodA2vtVqC6MeZxYKEx5hvgfWvtZWeDuf4ICgpyNIakLtZa3nrrLV577TXKlSvHrFmzeOABNYNLyqHrN4uIV1KByXdYay9ba+dba/tYa50vLomIiGsNpugzTscAwLgG9R+Bz4A+wEFjTHsnM2kNJnHC7Nmzee211+jQoQPLly9XcUlSnH8tMBljyhvNQRMRD1OBKeUyxgQbYzYaY3YYY/YYY95wb59kjPnRGLPbGDPGGBPo3m6MMcOMMYeMMTuNMY86+zcQEfF+mYMzcyb6jOPjqDFmDa6L+HwIhAKdcK3nWsYYM9qxYOpgEg+Kj48HoGnTpsydO5exY8cSHBzscCqRpJeQDiYt6CoiHqe6tncyxgxJgsPEADWstSWAkkCkMaYcMAkoCjwMpAX+496/HlDI/dUd1xlwERG5g8zBmYmzcVy4csHpKN2BUGttbWvtq9baedbaQ9baPkBlx1KpwCQesmHDBh555BEOHTqEMYZGjRrp91xJsf61wGStfcpa+yjwOpAF14Ku64wxA40xVdyLdouIJAunz7zKP1RP7AGsy7VPPIHuL+ueZmet6x99IxDm3qcJMN790HogszEm551ew2gRJhFJ5TIHZwbgbMxZR3NYa/fY2w/mDTwa5gaaIieeMGnSJKpWrcqlS5e4cuWK03FEkl2C12Cy1u631n5orY0EagCrcS3ouiG5wolI6qUpcimbMcbfGLMdOAl8b63dcMNjgUB7XFelA9eUiqM3PD3Kve3mY3Y3xmw2xmzW942IpHbXCkzesg7Trbgv9uPQi7v+UAeTJIf4+Hj+7//+j3bt2lGuXDk2btxIsWLFnI4lkuzu6Spy7qs+zHd/iYgkOT8/V/372px18RoljDE/A7uA3Tf8uc9aG5vQg1hr44CSxpjMwCxjTHFr7W73w58CK621q+4mmLV2NDAawC/UTxUmEUnVMgVnAry7wOQk664wqcAkyWHYsGG8++67dOvWjeHDh+v7TFKNeyowiYgkN3Uwea2duKY0FMe1VlId4HmgkDHmqLW2+N0czFp7xhizHIgEdhtjXgOyAz1u2O0YEH7D/TD3NhERuY3rU+SinZ0i57XUwSTJwFqLMYYePXqQPXt2nnjiCa23JKlKgqfIiYh4kgpM3sta+5u1drG1doi1trO1NgLIDDRLyPONMdndnUsYY9ICtYH9xpj/AHWBttbaG1vX5gId3FeTKwectdYeT8K/kohIipMpjauDyek1mLyWCkySxFavXk316tU5d+4cadOm5cknn1RxSVKdBBeYjDH1jDEb3JeQnmaMKZ+cwRJCHzxFUi4VmLzW8FttdC/AfTCBx8gJLDfG7AQ24VqDaR4wEsgBrDPGbDfG/M+9/3zgMHAI+BzomZi/gIhIanBtipw6mG7t2u8XgYGBDieRlODLL7+kRo0a/Pbbb5w+fdrpOCKOuZspcp8C7YC9wGPAYGPMCGvt5GRJJiKpms74eCdr7ZdJcIydQKlbbL/lmOS++lCvu3kNXUVORFK7jGkyAupgupOAgAD9viGJEhsbS79+/fjwww+pXbs2U6dOJUuWLE7HEnHM3UyRO2mtXWOt/ctauwTXNIZXkimXiAigDiYREZF7kTYgLQF+AVrk+zastZoeJ4n20ksv8eGHH/L0008zf/58FZck1bubDqafjTFvA29aa68AV4EEXzFIRORuaIqcJIpOSItIKmeMIVOaTJyPOe90FO9kNT1OEu/ZZ5/l4YcfplOnTk5HEfEKd9PBFI9rAdejxpjVuNbCWGGMKZQsyUQkVVOBSUREJHEyBWfSFLnbsVrgW+7N0qVL6dChA3FxcYSFham4JHKDBHcwWWufADDGpMF1eeoS7q/PjTH5rbW5kyfi7cXExAAwc+ZMT7+0SIpx5coVDh8+TP78+b3qF62tW7cCEBUVRVhYmNZIEBERuUuZ0mTiXMw5p2N4JWutOpjkrn366ac8/fTTFC1alNOnT3P//fc7HUnEq9zNFDkArLUxwBb3l6M2btwIQIsWLRxOIiLJpUKFCmTLlo2IiAjKlClDuXLlKFeunOa4i4iI/IuMaTKqwHQ7miInd+Hq1av07duXzz77jIYNGzJp0iQyZszodCwRr3PXBSZv8uCDD7J69Wq2bHG81iXik7744guGDRtGjRo1yJw5M8uWLePMmTNkyJCBmjVr0qBBAyIiIvD39/d4trNnz/LLL7/w119/sWPHDjZu3Mjbb79NfHw8AMWKFaNSpUpUrVqVqlWrEhoa6vGM4r10FTkREciQJgNR56KcjuGVLFrkWxKuY8eOTJ48mX79+jFw4EBHfjcW8QU+XWDy9/cnffr0PPzww05HEfE5ixYtYvjw4bRp04avv/4aYwxXr15l2bJlTJ48mW+++YbZs2cTGhpKu3bt6NixIw8++KBHM1aqVOlv9y9cuMCmTZtYu3Ytq1evZsqUKYwePRqAwoULU6tWLerUqUP16tV1VklERFK9jGkyapHv29EaTHIXnn76aSIjI+nQoYPTUUS8mvHFBXQjIiLs5s2b6d69O99++y3Hjx93OpKIT/npp5+IiIggd+7crF27lvTp0/9jn8uXL/Ptt98yfvx4Fi5cSFxcHGXLlqVz5860bdvWKwo4cXFx7Nixg+XLl7Ns2TJ++OEHLl68SEBAAJUqVaJBgwY0atSIIkWKOB3VY4wxW6y1EU7ncFpAWICNjdKFTkUkdXtq3lPM3DeTky+evL5N44RLmvRpbLHCxdi2bZvTUcRLLViwgC1btjBgwACno4h4VGLGibu5ipzXiY6OJk2aNE7HEPEp58+fp2nTphhjmDVr1i2LSwBp06alVatWzJs3j2PHjjFkyBAuXLjAf//7Xx544AE6derEmjVrHL3Km7+/P48++ijPP/883333HX/++SfLly/nhRde4PTp07z44osULVqUokWL0r9/fzZv3qyr0omISKqRIU0Gzl9RB9OtWLTIt9yatZahQ4fSsGFDZs6cyeXLl52OJOIzfL7AlDZtWqdjiPiM+Ph42rdvz759+5g2bRr58+dP0PNy5MjBc889x65du9iwYQPt2rVj5syZVKpUieLFi/Pxxx/z119/JXP6fxcUFES1atV499132blzJ7/++ivDhw8nPDycwYMHU7p0aQoUKED//v3ZtWuX03FFRESSVYagDETHRnM17qrTUbyPFvmWW4iJiaFLly48//zzNGvWjNWrV+vzpshd8PkCU3BwsNMxRHzGgAEDmDNnDh9++CG1atW66+cbYyhTpgyjR4/m+PHjfPHFF4SEhPDMM8+QK1cuOnfuzMaNG72mSyh37tz06tWL77//npMnTzJmzBiKFCnC4MGDeeSRRyhRogRDhgzh999/dzqqiIhIksuQJgOAz3cxGWMijTE/GmMOGWNevsN+jxtjrDHm36d2qMAkN7HWUr9+fcaOHcv//vc/pk2bdttOfxG5NZ8vMKmiLJIw48eP591336Vbt2707t070ccLCQmha9eubNiwga1bt9KpUydmzJhB2bJlKV26NGPGjPGqluL77ruPzp07s2DBAo4fP87w4cMJDg7mhRdeIDQ0lGbNmjF//nzi4uKcjipJQFeRExFxLfIN+PRC38YYf2AEUA8oBrQ1xhS7xX4ZgL7AhoQcV1Pk5GbGGDp16sSUKVN444038PPz6Y/KIo7w2P8aY0y4MWa5MWavMWaPMaave/vrxphjxpjt7q/6CT2mOphEEmb16tV069aNGjVqMGLECIxJ2g/fpUqV4rPPPuPYsWMMHz6cy5cv07VrV8LCwujXrx8///xzkr5eYmXPnp1evXqxYcMG9u3bx3PPPcfatWtp0KABBQsWZNCgQZw+fdrpmCIiIomSIShFdDCVAQ5Zaw9ba68AU4Amt9jvLWAQEJ2go6qDSdxmz57NtGnTAGjfvj2tW7d2OJGI7/JkWTYWeN5aWwwoB/S64ezDh9baku6v+Qk9oBb5Fvl3Bw8epEmTJuTNm5fp06cn6y9TGTNmpFevXuzevZsVK1ZQvXp1hg4dSoECBWjcuDFLlizxmulz1xQtWpT333+fo0ePMm3aNPLmzcvLL79MWFgYPXr0YP/+/U5HFBERuSfXp8j5cAcTEAocveF+lHvbdcaYR4Fwa+13CT2otepgSu2stQwcOJBmzZrx6aefet3vqCK+yGMFJmvtcWvtVvft88A+bhoc7pamyInc2R9//EH9+vXx8/Nj/vz53HfffR55XWMMVatWZcaMGfzyyy/83//9H+vXr6d27doUL16ckSNHcvHiRY9kSaigoCBatmzJ8uXL2bVrF+3bt2f8+PE8+OCDNGnShPXr1zsdUURE5K6kkA6mOzLG+AFDgecTsG93Y8xmY8xmG28JCAhI/oDilS5fvsyTTz7JK6+8wpNPPsmCBQuSvMNfJDVyZGKpMSYvUIr/P0e6tzFmpzFmjDEmy22ec31AOHXqFKAOJpE7uXTpEo0bN+bo0aPMmTOHAgUKOJIjLCyMt99+myNHjjB27FiCg4N56qmnCA8P56WXXuLIkSOO5LqT4sWLM3r0aI4cOcL//vc/Vq1aRfny5alVqxYrV650Op4khH5HFBEhJCgE8PkOpmNA+A33w9zbrskAFAdWGGN+wTVTYu6tFvq21o621kZYayOMMepgSqUuX75M1apVmTx5MgMHDmTChAlqWhBJIh4vMBljQoCZwDPW2nPAZ0ABoCRwHBhyq+fdOCBkz54dUAeTyO3ExcXx5JNPsn79er7++msqVKjgdCSCg4Pp2LEjmzdvZtWqVdSsWZMPPviA/Pnz07p1a9atW+d0xH/Inj07b7zxBkeOHOGDDz5g9+7dVK1alVq1aqmjSUREvN61AtPFq97VNXyXNgGFjDH5jDFBQBtg7rUHrbVnrbXZrLV5rbV5gfVAY2vt5jsdVFPkUq+0adNSt25dZs+eTf/+/dW5JJKEPFpgMsYE4iouTbLWfgNgrf3dWhtnrY0HPse1kF+CqINJ5J+stfTq1YvZs2fz0Ucf0bx5c6cj/Y0xhkqVKjF9+nQOHz7Mc889x6JFi6hQoQLlypVjypQpXL161emYfxMSEsLzzz/Pzz//zNChQ9m1axfly5enWbNm/Pjjj07HExERuaVrBaYLVy44nOTeWWtjgd7AIlxLbEyz1u4xxrxpjGmcmGNrilzqMnXqVDZvdtUd33rrLZo0udVa8SKSGJ68ipwBvgT2WWuH3rA95w27NQN2J/SY6mAS+ac33niDUaNG8fLLL/P00087HeeO8uTJw/vvv09UVBQjRozgzz//pG3bthQoUIDBgwdz5swZpyP+Tdq0aXn22Wf56aefeOutt1i6dCkPPfQQvXv31lXnRETE66SQRb6x1s631ha21haw1r7j3vY/a+3cW+xb7d+6l1w7qsCUWsTHx/O///2PNm3aMHjwYKfjiKRonuxgqgi0B2oYY7a7v+oD7xtjdhljdgLVgWcTesDo6GiCg4OTKa6I7xk+fDhvvPEGnTt3ZuDAgU7HSbCQkBB69uzJ/v37+fbbbylYsCD9+vUjLCyMp59+mp9++snpiH8TEhLCgAEDOHToED169OCzzz6jYMGCjBgxgri4OKfjCWC0CJOICGkD0mIwPt3BlFw0RS51uHjxIi1btuStt96ic+fOjB8/3ulIIimaJ68it9paa6y1j1hrS7q/5ltr21trH3Zvb2ytPZ6Q48XFxXH16lUVmETcJk2aRJ8+fWjSpAmjR4/2yfnkfn5+NGzYkGXLlrFt2zYef/xxRo4cSaFChWjevDmrV6/2qkvI3n///YwYMYIdO3bw6KOP0rt3b0qXLs2mTZucjiYiIoIxhpCgEBWYbkMFppTt1KlTVKxYkdmzZzN06FC+/PJLLa8ikswcuYpcUoiOjgbQDwkRYM6cOXTs2JEaNWowZcqUFNHyXbJkScaNG8evv/5K//79+eGHH6hcuTJly5Zl6tSpxMbGOh3xuuLFi7NkyRKmTp3KiRMnKFu2LM888wwXLugXehERcVb6oPS+vsh38rAqMKV0WbJkoUiRIsybN49nn33WJ0++ivgany8waQ0mSe0WLVpEq1atiIiIYPbs2Smuqy9nzpy88847HDlyhBEjRnDmzBnatGlDgQIFGDJkCGfPnnU6IuA6S9yqVSv279/PU089xccff8zDDz/M8uXLnY4mIiKpmDqYbs1iU8QJOfmnyZMnc/z4cQICApg6dSr16tVzOpJIquHzBSZ1MElqtmLFCpo1a0axYsVYsGABGTJkcDpSskmfPv31dZpmz55N3rx5eeGFFwgPD+f555/nyJEjTkcEIGPGjIwYMYJVq1YREBBAjRo1eOaZZ7h8+bLT0UREJBUKCQpRB9OtqIMpxYmLi6Nfv3488cQTWsxbxCE+X2BSB5OkVqtWraJBgwbkz5+fxYsXkyVLFqcjeYSfnx9NmjThhx9+YNOmTTRq1IiPP/6Y/Pnz06ZNGzZu3Oh0RAAqVarEjh076NOnDx9//DERERHs3LnT6VgiIpLKpA9Mz8UrKjDdijqYUo5z587RpEkTBg8eTM+ePRk0aJDTkURSJZ8vMKmDSVKj1atXU69ePXLnzs3SpUvJnj2705EcERERwaRJk/j555959tlnWbBgAWXLlqVSpUrMmjXL8Su6pUuXjmHDhrFo0SL+/PNPypQpw8iRI71qofKUSleRExFxSR+UXlPkbkMFppTh119/pXz58ixcuJARI0YwYsQIdaeJOMTnC0zqYJLUZtWqVURGRhIaGsrSpUvJkSOH05EcFx4ezuDBg4mKiuLDDz/k2LFjNG/enCJFijB8+HDHF9uuU6cOO3bsoHr16jz11FM8+eSTjmcSEZHUIX2gFvm+HX9/f6cjSBLImDEjGTNmZPHixfTs2dPpOCKpms8XmFLagsYid/LDDz9Qr149wsPDWbFiBbly5XI6klfJkCEDzzzzDAcPHmT69Olkz56dPn36EB4ezssvv0xUVJRj2e6//36+++47Bg4cyNSpUylXrhwHDx50LI+IiKQO6YM0Re521OXi22bOnElMTAxZsmRh7dq11KhRw+lIIqmeCkwiPmLRokVERkaSJ08eli9fTs6cOZ2O5LUCAgJo0aIF69atY+3atdSuXZvBgweTL18+2rVrx9atWx3J5efnR//+/Vm0aBEnTpygTJkyLF682JEsIiKSOqiD6fY0Rc43xcbG8vTTT9OiRQs+++wzwHU1XxFxns8XmDRFTlKDuXPn0rhxY4oWLcqKFSt44IEHnI7kM8qXL8+0adM4dOgQvXv3Zs6cOTz22GNUrVqV2bNnO7JOU61atdi0aRPh4eHUq1ePTz/91OMZUjz9nikiArgKTJeuXnI6hldSgcn3/PXXX9SrV49PPvmE559/nj59+jgdSURu4PMFJi3yLSndxIkTad68OSVLlmTZsmWpdkHvxMqXLx8ffvghUVFRDBkyhF9//ZVmzZpRpEgRhg0bxvnz5z2eZ+3atTRo0IBevXrxwgsvEB8f79EMIiKS8qULTMfFKxd1gYlb0BpMvuXAgQOULVuWH374gTFjxvDBBx/o31DEy/h8gUkdTJKSffrpp7Rv354qVaqwZMkSsmTJ4nQkn5cpUyaee+45Dh06xLRp07j//vvp27cv4eHhvPDCC/z6668eyxISEsKsWbPo06cPQ4YM4cknn+TKlSsee30REUn50gelx2KJiYtxOorX0RpMvuVa1/ny5cvp3Lmzw2lE5FZ8vsCkDiZJiay1vP766/Tq1YtGjRoxf/58MmTI4HSsFCUgIICWLVuydu1a1q9fT2RkJB999BH58+enZcuWrFmzxiNne/39/fn4448ZNGgQU6ZMoXHjxly8qLUyREQkaaQLTAegaXK3oCly3s9ay+LFi7HW8uCDD7J3714qVqzodCwRuQ2fLzCpg0lSmri4OHr16sUbb7xBp06d+Oabb7SYfTIrW7YsU6ZM4eeff+bFF19k6dKlVKpUidKlSzNhwoRk7yoyxtCvXz++/PJLvv/+e+rWrcu5c+eS9TVTOqNFmEREgP9fYNKV5P5J06u825UrV+jevTt169Zl9uzZgIqCIt7O5wtM6mCSlOTy5cvXr4jRr18/xowZo4HUg8LDw3nvvfc4evQon376KRcvXqRDhw7kyZOHN998k99//z1ZX79Lly5MmTKFDRs2ULt2bc6cOZOsryciIimfOphuTwUm7/XHH39Qu3ZtvvjiC1555RWaNGnidCQRSQCfLzCpg0lSij/++IOaNWsyZ84cPvroIwYNGqRLrjokffr0PPXUU+zZs4cFCxZQsmRJXnvtNXLnzk2nTp3YunVrsr12y5YtmTFjBtu2bSMyMlKdTCIikijXCkyXYy87nMT7aA0m77R7927KlCnDhg0bmDRpEm+//TZ+fj77sVUkVfHZ/6nR0dEYY9TdISnCwYMHKV++PNu2bWP69On07dvX6UgC+Pn5ERkZyYIFC9i/fz/du3dnxowZPPbYY1SqVIlp06Zx9erVJH/dJk2aMG3aNLZs2UL9+vW5dElnnUVE5N5oitztqYPJOx05coSrV6+ycuVKnnjiCafjiMhd8OkCU9q0adXhIT5v5cqVlCtXjjNnzrB06VIef/xxpyPJLRQpUoRPPvmEY8eO8eGHH3LixAlat25Nvnz5eOeddzh58mSSvl7Tpk35+uuvWbduHc2bN9fV5URE5J6kDXB1+6uD6Z90otp7WGvZvHkzAPXr1+fAgQOUKVPG4VQicrd8usCkhY/F140bN47atWuTPXt21q9fT4UKFZyOJP8iU6ZMPPPMMxw4cIB58+bx0EMPMWDAAMLDw+nQoQMbN25Mstdq2bIlo0ePZtGiRXTu3Jn4+PgkO7aIiKQOWoPp9lRg8g7R0dF06NCBsmXLsm3bNkDLoIj4Kp8tMF2+fFk/eMRnxcXF0a9fPzp16kTlypVZt24dBQoUcDqW3AU/Pz8aNGjAokWL2LdvHz169GD27NmULVuWMmXKMG7cuOtrxSVG165dGThwIF9//TUvv/xyEiQXEZHUJG2gu4PpqjqYbqYpcs47ceIE1apVY+LEibzxxhuULFnS6Ugikgg+W2CKjo7WFeTEJ509e5YmTZowePBgevbsyYIFC8iSJYvTsSQRihYtyrBhw4iKimL48OGcP3+eTp06ERYWxssvv8wvv/ySqOO//PLL9OzZk8GDBzN69OikCe0gY0ywMWajMWaHMWaPMeYN9/Z8xpgNxphDxpipxpgg9/Y07vuH3I/ndfQvICLiQzRF7vbUweSsbdu2Ubp0aXbt2sXMmTMZMGCAlj8R8XE+XWBSB5P4mv3791O2bFkWLVrEiBEjGDFihK5gkoJkzJiRXr16sXfvXpYuXUqVKlUYPHgw+fPnp1GjRixYsOCeprkZY/j444+pV68ePXv2ZOnSpcmQ3qNigBrW2hJASSDSGFMOGAR8aK0tCPwFdHXv3xX4y739Q/d+IiKSAJoid3sqMDlr6dKlGGNYs2YNzZs3dzqOiCQBjxWYjDHhxpjlxpi97jPWfd3b7zPGfG+MOej+M0GtHOpgEl8zd+5cypYty59//snSpUvp2bOn05EkmRhjqFGjBt988w2//PILr7zyCps2baJ+/foULFiQ999/nz/++OOujhkQEMDUqVMpWrQorVq14vDhw8mUPvlZlwvuu4HuLwvUAGa4t48DmrpvN3Hfx/14TfMvpzgNOgMqIgKaIncnmiLnedZaDh06BMDzzz/Pjh07NC1OJAXxZAdTLPC8tbYYUA7oZYwpBrwMLLXWFgKWuu//K3Uwia+Ii4vjlVdeoUmTJhQqVIgtW7ZQpUoVp2OJh4SHh/PWW29x5MgRpk6dSu7cuXnppZcIDQ2lXbt2rF69Gmttgo6VIUMG5syZg7WWJk2acPGi715y2hjjb4zZDpwEvgd+As5Ya2Pdu0QBoe7bocBRAPfjZ4GsHg0sIuKjNEXu9tTB5FmXLl2iTZs2RERE8Ntvv2GM0TIRIimMxwpM1trj1tqt7tvngX24PjTceGb6xjPWd6SryIkvOHXqFPXq1WPgwIF069aN1atXEx4e7nQscUBQUBCtWrVixYoV7N69mx49ejBv3jwqV67Mww8/zPDhwzl79uy/HqdAgQJMmTKFPXv28NRTTyW4OOVtrLVx1tqSQBhQBiia2GMaY7obYzYbYzbHxcUl9nAiIilCoH8g/sZfHUy3oA4mz4mKiqJy5cpMnz6dAQMGkDNnTqcjiUgycGQNJvcCraWADUAOa+1x90MngBwJOYamyIm3W7VqFSVLlmTlypV88cUXjB49WkVRAeChhx5i2LBhHDt2jC+//JJ06dLRp08fcubMSZcuXVi/fv0dC0d16tTh9ddfZ8KECXzxxRceTJ70rLVngOVAeSCzMeba6eQw4Jj79jEgHMD9eCbg9C2ONdpaG2GtjfAP0IcGEZFr0gamVQfTLaiDyTM2bNhA6dKlOXjwIN9++y0vvPCCFvMWSaE8XmAyxoQAM4FnrLXnbnzMuj5R3fJT1Y1npk+dOqUOJvFa8fHxvPfee1SvXp106dKxfv16unbt+u9PlFQnffr0dOnShY0bN7J582bat2/P9OnTKV++PCVLlmTEiBGcOXPmls8dMGAAtWrVom/fvuzdu9ezwRPJGJPdGJPZfTstUBtXV+tyoIV7t47AHPftue77uB9fZn21dUtExAHBAcHqYLoFdTB5xujRo0mXLh3r1q2jQYMGTscRkWTk0QKTMSYQV3FpkrX2G/fm340xOd2P58S1Hsc/3HhmOnv27CowiVc6ceIEkZGR9O/fn+bNm7NlyxYtXCgJ8thjjzFq1Ch+++03Ro0aRWBgIL179yZXrlx07NjxH2s1+fn5MX78eEJCQmjTpg3R0dEOpr9rOYHlxpidwCbge2vtPOAl4DljzCFcayx96d7/SyCre/tzJHCtPhERcUkbkJboOJ8aJzxCBabkEx8fz++//w7AiBEj2LhxIw899JDDqUQkuXnyKnIG14eEfdbaoTc8dOOZ6RvPWN+RFvkWb7No0SJKlCjBqlWrGDVqFFOnTiVjxoxOxxIfkyFDBrp3787mzZvZvHkzHTp0YNasWVSuXJkHH3yQDz74gFOnTgGQM2dOxo4dy65du3j11VcdTp5w1tqd1tpS1tpHrLXFrbVvurcfttaWsdYWtNa2tNbGuLdHu+8XdD/uu5fQExFxQNrAtOpgugUVmJLH+fPnadq0KVWrVuXSpUsEBweTNauuzSGSGniyg6ki0B6oYYzZ7v6qD7wH1DbGHARque//K63BJN4iOjqaZ599lsjISLJnz86mTZvo3r275pZLoj322GOMHDmS48ePM2bMGLJmzcqLL75IaGgoLVq0YMGCBdStW5f//ve/DBkyhJUrVzod2WsY9P9PROSa4IBgomPVwXQzFZiS3i+//ELFihWZP38+vXv3VkOASCrjsZXtrLWr4ba/8de82+Opg0m8wa5du3jyySfZtWsXffr0YdCgQfq+lCSXPn16OnfuTOfOndm7dy9ffPEFEyZMYObMmYSGhtK2bVvCwsK01peIiNySCky3pkW+k9aqVato3rw5sbGxLFy4kFq1ajkdSUQ8zJGryCWFy5cvq4NJHBMXF8f7779PREQEJ0+eZP78+QwbNkzFJUl2xYoVY+jQoRw7doyZM2dSsmRJhg4dytGjRzl06JDT8URExAsFBwTrKnK3oA6mpGOtpX///mTNmpUNGzaouCSSSvlkgclaS3x8vD7MiyMOHTpElSpVeOmll2jYsCG7du2iXr16TseSVCYoKIjmzZszb948jhw5wsCBA7Xml4iI3FLagLTExMY4HcPrqMCUeLGxsVy4cAFjDDNmzGD9+vUULlzY6Vgi4hCfLTAB6mASj4qPj+fjjz+mRIkS7N27l4kTJzJjxgyyZ8/udDRJ5UJDQ+nfvz9HjhxxOoqIiHghTZG7NRWYEufMmTM0bNiQVq1aER8fzwMPPEDmzJmdjiUiDvLJAlN8fDyAOpjEYw4cOECVKlV45plnqFat2vW1l7SQt3iTTJkyOR1BRES8kKbI3ZoKTPfu4MGDlCtXjqVLl9KsWTP8/HzyY6WIJDGf/ElwrcCkDiZJblevXmXQoEGUKFGCPXv2MG7cOObNm0dYWJjT0UREREQSJDggWFPkbkEFpnuzdOlSypYtyx9//MGSJUvo1q2b05FExEv45KUTrk2RUweTJKdNmzbRrVs3duzYQbNmzRgxYgQ5c+Z0OpaIiIjIXUnjn0YdTLegAtPdi4mJoXPnzoSGhjJ37lzy5cvndCQR8SI+WWC61sEUHBzscBJJic6dO8f//vc/PvnkEx544AFmzZpF06ZNnY4lIiIick/UwXRrKjAl3NWrV/Hz8yNNmjQsWLCA3LlzkyFDBqdjiYiX8ekpcupgkqRkrWXatGkULVqUYcOG0aNHD/bu3avikogPMmh9NBGRa9IEpCEmTgWmm6nAlDCnT5+mTp069O/fH4CHHnpIxSURuSWfLDBdmyKnDiZJKgcOHCAyMpLWrVuTM2dO1q9fz6effqpFk0VERMTnpfFPQ3Rs9PXfocVFBaZ/t3fvXsqUKcPatWt5+OGHnY4jIl7OJwtMWuRbksr58+d56aWXKF68OOvXr2fYsGFs3LiRMmXKOB1NREREJEmkCXD9znw1/qrDSbyLCkx3Nn/+fMqVK8fFixf54YcfaN++vdORRMTL+eQaTOpgksSKj49n8uTJvPjiixw/fpzOnTvz7rvvkiNHDqejiYiIiCSpNP6uApPWYfo7Pz+fPNfuESdPnqRly5YUKVKEOXPmEB4e7nQkEfEBPllgUgeTJMa6det49tln2bBhAxEREcyaNYuyZcs6HUtEkpKWYBIRue5aB5PWYZJ/ExcXh7+/P/fffz/fffcdpUuXJn369E7HEhEf4ZNley3yLffi119/5YknnqBChQocOXKEsWPHsmHDBhWXREREJEVTB5MkxMmTJ6lWrRoTJ04EoFq1aiouichd8ckOpmtT5NTBJAnx119/8e677zJs2DCMMbz66qv069ePkJAQp6OJiIiIJDt1MN2COl3/ZseOHTRu3JhTp07pM5aI3DN1MEmKFRMTw9ChQylQoAAffPABbdu25cCBA7z55psqLomIiEiq4csdTMaYSGPMj8aYQ8aYl2/x+HPGmL3GmJ3GmKXGmDwJOq4qTNfNmjWLihUrEhcXx+rVq2nZsqXTkUTER/lkgUkdTHInsbGxjBkzhkKFCvH8889TtmxZtm/fzldffaUFCkVERCTV8dUOJmOMPzACqAcUA9oaY4rdtNs2IMJa+wgwA3g/YQdPwqA+bPfu3Tz++OMUL16cTZs28eijjzodSUR8mE8WmNTBJLcSHx/P9OnTKV68OF27diVnzpwsWbKEBQsW8MgjjzgdT0Q8SGemRUT+v2sdTFfirjic5K6VAQ5Zaw9ba68AU4AmN+5grV1urb3kvrseCPNwRp907YR98eLFmTx5MitWrCBnzpwOpxIRX+ezBSZ/f38CAnxyCSlJYtZa5syZw2OPPUarVq0ICAhg9uzZrF+/npo1azodT0RERMRR1zuYfG+KXChw9Ib7Ue5tt9MVWHC7B40x3Y0xm40xm5Mon0/67bffqFq1Khs3bgSgdevWBAcHO5xKRFICnywwWWv1Q1Cw1jJ37lwee+wxmjZtyoULF5gwYQI7duygSZMmGKMOBhEREZHrazD52BS5u2GMaQdEAINvt4+1drS1NsJaG5Faf0/ctGkTpUuXZtu2bfzxxx9OxxGRFMYnC0zx8fFafykVi4+PZ/bs2ZQuXZomTZpw7tw5xo4dy759+2jXrh3+/v5ORxQRERHxGkH+QYBPTpE7Bty4gGaYe9vfGGNqAa8Aja21KbeKlkhTpkyhSpUqBAUFsXbtWurXr+90JBFJYXy2wKT1l1KfuLg4Jk+ezCOPPEKzZs04c+YMY8aMYf/+/XTs2FFTJkVERERu4VqByQenyG0CChlj8hljgoA2wNwbdzDGlAJG4SounUzwkVNZA9PChQtp27YtpUuXZuPGjTz88MNORxKRFMhjBSZjzBhjzEljzO4btr1ujDlmjNnu/kpQGV1T5FKXmJgYvvjiCx588EGeeOIJrLVMmjSJ/fv307lzZxWWRERERO7g2hpMV+OvOpzk7lhrY4HewCJgHzDNWrvHGPOmMaaxe7fBQAgw3f15Yu5tDpeq1a5dm2HDhrFkyRKyZ8/udBwRSaE8+cl8LDAcGH/T9g+ttR/czYE0RS51OHv2LCNHjuSjjz7ixIkTPProo8ycOZOmTZvi5+eTzXciIiIiHufDU+Sw1s4H5t+07X833K51L8dNDVcbPXLkCE899RSff/45uXLlok+fPk5HEpEUzmMFJmvtSmNM3iQ6lqbIpWBHjx7lk08+YeTIkZw/f57atWszceJEatSooYW7RURERO6SLxeYkk0K/5Vy7dq1NGvWjOjoaH766Sdy5crldCQRSQW8oQ2ktzFmp3sKXZaEPEEdTCnTxo0badu2Lfny5WPIkCE0aNCArVu3snjxYmrWrKnikoiIiMg9UIEpdRk7dizVq1cnY8aMbNiwgcqVKzsdSURSCacLTJ8BBYCSwHFgyO12NMZ0N8ZsNsZsvnLlijqYUojY2FhmzpxJpUqVKFu2LPPnz+eZZ57h8OHDTJ48mVKlSjkdUURERMSnqcB0Cyn0vOWYMWPo3LkzlStXZsOGDRQtWtTpSCKSiji6OrK19vdrt40xnwPz7rDvaGA0QPr06a06mHzbqVOn+Pzzz/nss8+IiooiX758fPTRR3Tp0oUMGTI4HU9EREQkxQj0CwRUYLpRSl2DqXnz5vz222+89NJLBAYGOh1HRFIZRzuYjDE5b7jbDNh9u31vFB8frw4mH7Vp0yY6duxIWFgYr7zyCkWKFGH27NkcPHiQvn37qrgkIkkipX5wEBG5F9c6mK7G+dZV5CRhDh8+TKdOnYiOjiZz5swMGDBAxSURcYTHOpiMMZOBakA2Y0wU8BpQzRhTErDAL0CPhBzLWqs1mHzIhQsXmDx5MqNGjWLLli2EhITQrVs3evXqxYMPPuh0PBEREZEULdBfHUz/kELOQ6xYsYLHH38cgOeee45HHnnE4UQikpp58ipybW+x+ct7OZY6mHzDzp07GTlyJBMnTuT8+fMUL16cTz75hA4dOpAxY0an44mIiIikCn7GD3/jz9V4dTClJKNHj6ZXr14UKlSIb7/9lgIFCjgdSURSOUfXYLpXuoqc9zp79ixTp07lyy+/ZOPGjaRJk4ZWrVrx3//+l/Lly+tKcCIiIiIOCPQPVAfTDXx9KvV7771H//79qV+/Pl9//TWZMmVyOpKIiG8WmKy1BAcHOx1D3Ky1rFy5kjFjxjB9+nQuX77MQw89xNChQ+nYsSP33Xef0xFFREREUrUg/yAVmG7k2/UlmjdvzoULF3jjjTfw9/d3Oo6ICOCjBSZ1MHmHn3/+mYkTJzJ+/HgOHTpEhgwZaN++PV27dqV06dLqVhIR5+jHj4jI3wT6BWqRbx/3448/MmHCBN566y0KFy7M22+/7XQkEZG/8ckCE6A1mBxy9uxZZsyYwfjx41m5ciUAVatW5dVXX6VFixakS5fO4YQiIiIicjNNkbuJj52IWLRoEa1btyYoKIgePXoQHh7udCQRkX/w2QKTOpg858qVKyxcuJCvv/6aOXPmEB0dTeHChXnnnXd48sknyZMnj9MRRUREROQOgvyDtMj3DXxlDSZrLcOGDeO5556jePHizJ07V8UlEfFaPltg0hpMySsuLo4ffviByZMnM3PmTP766y/uu+8+unbtSocOHTQFTkRERMSHBPoFqsDkg1544QWGDh1K06ZNmTBhAiEhIU5HEhG5LZ8tMGmKXNKLj49n48aNTJ06lalTp3L8+HFCQkJo2rQpbdu2pXbt2gQGBjodU0RERETuUqC/1mDyRbVr1yZt2rS8+eab+Pn5OR1HROSOfLbApClySSM+Pp7169czffp0ZsyYQVRUFEFBQdSvX5+2bdvSsGFDraskIiIi4uPUwXQTL27E37VrFxs3bqRr165ERkYSGRnpdCQRkQTx2QKTOpjuXVxcHGvXrmXGjBnMnDmTY8eOERQURGRkJAMHDqRx48ZkypTJ6ZgiIiIikkTUwfR33roG09y5c3nyySfJnDkzrVu31pQ4EfEpPltgUgfT3YmOjmbp0qXMnj2buXPncvLkSdKkSUNkZCSDBg2iUaNGZMyY0emYIpIKGGPCgfFADsACo621HxtjSgIjgWAgFuhprd1oXAu+fQzUBy4Bnay1W+/4Gl76wUFExCnqYLqJlw0T1lref/99+vfvz2OPPcbs2bNVXBIRn+OzBSYt8v3vzp49y3fffcfs2bNZsGABFy5cIEOGDNSvX5+mTZtSv359FZVExAmxwPPW2q3GmAzAFmPM98D7wBvW2gXGmPru+9WAekAh91dZ4DP3nyIikkABfgHExsc6HUNuwVpLly5dGDt2LK1bt2bMmDFaokJEfJLPFpjUwXRrBw8eZN68ecybN4+VK1cSGxtLjhw5eOKJJ2jatCk1atTQeycijrLWHgeOu2+fN8bsA0JxdTNdq3pnAn5z324CjLfWWmC9MSazMSan+zgiIpIAmiLnvYwxPPLII7z11lu88sorulKziPgsny0wqYPJ5erVq6xZs+Z6UenHH38EoFixYjz33HM0adKEsmXL4u/v73BSEZF/MsbkBUoBG4BngEXGmA8AP6CCe7dQ4OgNT4tyb/tbgckY0x3oDpAmVIV0EZEbBfoFEh0b7XQMr+ENRZxt27Zx+vRpatWqxbPPPut0HBGRRPPZAlNq7sI5duwYixYtYuHChSxevJizZ88SFBRE9erV6d27Nw0aNCBfvnxOxxQRuSNjTAgwE3jGWnvOGPM28Ky1dqYxphXwJVArocez1o4GRgNkzJfRJkdmERFfpSly3mX69Ol07NiRggULsn37dvz8/JyOJCKSaD5bYEpNV5GLiYlh9erVLFy4kIULF7J7924AQkNDadGiBQ0bNqRWrVpaCFBEfIYxJhBXcWmStfYb9+aOQF/37enAF+7bx4DwG54e5t4mIiIJpCly3iE+Pp633nqL119/nQoVKvDNN9+ouCQiKYbPFphS8hQ5ay179+5lyZIlLFmyhGXLlnHp0iWCgoKoXLkyHTt2JDIykoceesgr2ntFRO6G+6pwXwL7rLVDb3joN6AqsAKoARx0b58L9DbGTMG1uPdZrb8kInJ31MF0Ewd+hb5y5Qrt2rW73r00atSoVD0rQ0RSHhWYvERUVBRLlixh6dKlLFmyhBMnTgBQsGBBunTpQmRkJNWqVSN9+vQOJxURSbSKQHtglzFmu3vb/wHdgI+NMQFANO71lID5QH3gEHAJ6OzRtCIiKUCgXyBX49XB5KTAwEBCQkIYPHgwzz//vE4Ui0iKowKTQ/744w9WrlzJsmXLWLJkyfXFubNnz06tWrWoVasWNWvWJE+ePA4nFRFJWtba1dz+3PFjt9jfAr2SNZSISAoX4BdAXHyc0zG8hvFgC9OGDRvInDkzRYoU4csvv1RhSURSLJ8tMPlaO+mpU6dYuXIlK1asYMWKFdfXUUqfPj1Vq1alR48e1KxZk+LFi2setoiIiIgkqQC/AHUw3chDNZ6JEyfyn//8h+rVq7NgwQIVl0QkRVOBKZmcPHmSVatW/aOglC5dOipVqkTbtm2pVq0aERERBAUFOZxWRERERFKyQD8t8u1J8fHxvPLKK7z33ntUq1aNiRMnOh1JRCTZ+WSByRjjVdV/ay0HDx5k9erV178OHnStTZs+fXoqVarEE088cb2gFBgY6HBiEREREUlNAvwCiLOaIndNck6Ru3DhAk8++SRz586lR48efPLJJ/r9X0RSBZ8sMDk9hezq1ats27btbwWlU6dOAZA1a1YqVqxIt27dqFSpkgpKIiIiIuK4AL8AdTDdKBnPVQcEBPDnn3/yySef0KtXL686MS4ikpw8VmAyxowBGgInrbXF3dvuA6YCeYFfgFbW2r8ScKzkC3oLv/32G+vXr7/+tXnzZi5fvgxA/vz5qVevHpUqVaJSpUoUKVLE8QKYiEhqp1/mRUT+LsAvgNj4WKdjpGhr166lWLFiZM6cmRUrVuDv7+90JBERj/JkB9NYYDgw/oZtLwNLrbXvGWNedt9/6d8OlJwFnOjoaLZu3fq3gtLRo0cBCAoK4tFHH6V79+5UrFiRihUrkitXrmTLIiIiIiKSFDRFLnl98cUXPPXUU/znP//hs88+U3FJRFIljxWYrLUrjTF5b9rcBKjmvj0OWEECCkxJdWY6Li6Offv2sXnzZjZt2sSmTZvYvn07V6+62ofz5MlDhQoVKFeuHOXLl6dkyZJev7i4iIiIiMjNNEUuecTGxvLCCy/w8ccfU7duXd59912nI4mIOMbpNZhyWGuPu2+fAHIk5En30sEUHx/PTz/9xKZNm64XlLZu3cqlS5cACAkJ4bHHHuO5556jXLlylC1blpw5c97164iIiIiIeBt/P391MN0gKU5YnzlzhtatW7N48WKeeeYZBg8eTECA0x+vRESc4zU/Aa211hhjb/e4MaY70B1cU9XuJD4+nkOHDrFt2za2bdvG5s2b2bx5M2fPngUgODiYUqVK0bVrV0qXLk1ERITWThIRERGRFCvAL4B4G+90jBTl0qVLHDhwgM8//5z//Oc/TscREXGc0wWm340xOa21x40xOYGTt9vRWjsaGA2QIUOG64WoK1eusGfPnuvFpG3btrFjxw4uXLgAuK7i8Mgjj9CmTRsiIiIoXbo0xYoV05XdRERERCTVCPBz+td+L5OIBqbNmzdTqlQpcuXKxb59+wgODk66XCIiPszpkWYu0BF4z/3nnIQ86erVq3Tp0oVt27axZ8+e62smhYSEUKJECTp16kSpUqUoVaoUxYoV07pJIiIiIpKqqcCUeNZaPv30U/r27cvAgQPp16+fiksiIjfw2EhjjJmMa0HvbMaYKOA1XIWlacaYrsCvQKuEHCsmJoZ58+ZRqlQp6tate72YVLBgQU1zExERERG5iQpMf2fusoXp6tWrPP3004wcOZLGjRvz1FNPJVMyERHf5cmryLW9zUM17/ZYRYoUYd++fUl2NTkREUlZcmfM7XQEERGv0u6RdtTMV5NHX3/U6Sg+5/Tp07Ro0YIVK1bw8ssv88477+iktojILfjkqYyQkBAVl0RE5LbSBGhqtIjIjR4IeYAHQh5wOob3uIuPEj///DPbt29nwoQJtGvXLvkyiYj4OJ8sMImIiIiIiCSn/fv3U7RoUSIiIvjll1/IlCmT05FERLyaejtFRERERETcrLV88MEHPPTQQ8yaNQtAxSURkQRQB5OIiIiIiKQqt1tuIyYmhh49ejBu3DhatmxJ3bp1PZxMRMR3qYNJRERERERSvd9//50aNWowbtw4Xn/9daZOnUq6dOmcjiUi4jPUwSQiIiIiIqneypUr2b59O9OmTaNly5ZOxxER8TkqMImIiIiISKp17NgxQkNDadmyJZUqVSJnzpxORxIR8UmaIiciIiIiIl7LGBNpjPnRGHPIGPPyLR5PY4yZ6n58gzEm778f1LWY99tvv03BggXZunUrgIpLIiKJoAKTiIiIiIh4JWOMPzACqAcUA9oaY4rdtFtX4C9rbUHgQ2BQQo79xBNP8Oqrr9KiRQuKFbv5kCIicrdUYBIREREREW9VBjhkrT1srb0CTAGa3LRPE2Cc+/YMoKa53WXi3C5evMjUqVN57733GD9+PMHBwUkeXEQktdEaTCIiIiIi4q1CgaM33I8Cyt5uH2ttrDHmLJAV+ON2B42Pi2fO7Dk0btw4ieOKiKRePllg2rJlywVjzI9O5/AC2bjDwJlK6D1w0fvgovcBijgdwBtonAD0/+EavQ8ueh/0HlyTascJY0x3oLv7bkyTJk12O5nHC+j/hIveBxe9D3oPrrnnccInC0zAj9baCKdDOM0Yszm1vw96D1z0PrjofXC9B05n8BKpfpzQ/wcXvQ8ueh/0Hlzjg+PEMSD8hvth7m232ifKGBMAZAJO33wga+1oYDTo+wH0Hlyj98FF74Peg2sSM05oDSYREREREfFWm4BCxph8xpggoA0w96Z95gId3bdbAMustdaDGUVEBN/tYBIRERERkRTOvaZSb2AR4A+MsdbuMca8CWy21s4FvgQmGGMOAX/iKkKJiIiH+WqBabTTAbyE3ge9B9fofXDR+6D34Bq9D3oPrtH74KL3Qe/BNT73Plhr5wPzb9r2vxtuRwMt7/KwPvc+JAO9By56H1z0Pug9uOae3wej7lEREREREREREUkMrcEkIiIiIiIiIiKJ4tUFJmNMpDHmR2PMIWPMy7d4PI0xZqr78Q3GmLwOxExWCXgPnjPG7DXG7DTGLDXG5HEiZ3L7t/fhhv0eN8ZYY0yKXP0/Ie+DMaaV+3tijzHma09nTG4J+D+R2xiz3Bizzf3/or4TOZOTMWaMMeakMeaWl1c2LsPc79FOY8yjns7oKRonNE5co3FCY8Q1Gic0TlyjMcJF44SLxgmNE9donEjGccJa65VfuBbx+wnIDwQBO4BiN+3TExjpvt0GmOp0bgfeg+pAOvftp1Lae5DQ98G9XwZgJbAeiHA6t0PfD4WAbUAW9/37nc7twHswGnjKfbsY8IvTuZPhfagCPArsvs3j9YEFgAHKARuczuzg94PGCY0TN+6XYscJjRF39T5onEgF44TGiLt6HzRO/P/9NE5onNA4Ye99nPDmDqYywCFr7WFr7RVgCtDkpn2aAOPct2cANY0xxoMZk9u/vgfW2uXW2kvuu+uBMA9n9ISEfC8AvAUMAqI9Gc6DEvI+dANGWGv/ArDWnvRwxuSWkPfAAhndtzMBv3kwn0dYa1fiukrO7TQBxluX9UBmY0xOz6TzKI0TGieu0TihMeIajRNonHDTGOGiccJF44TGiWs0TpB844Q3F5hCgaM33I9yb7vlPtbaWOAskNUj6TwjIe/BjbriqjKmNP/6Prhb9sKttd95MpiHJeT7oTBQ2Bizxhiz3hgT6bF0npGQ9+B1oJ0xJgrXFWf6eCaaV7nbnx2+SuOExolrNE5ojLhG40TCpIZxQmOEi8YJF40TGieu0TiRMPc0TgQkWxzxKGNMOyACqOp0Fk8zxvgBQ4FODkfxBgG4Wlur4Tr7tNIY87C19oyToTysLTDWWjvEGFMemGCMKW6tjXc6mIiTNE5onEBjxDUaJ0RuQeOExgk0TlyjceIeeXMH0zEg/Ib7Ye5tt9zHGBOAq33ttEfSeUZC3gOMMbWAV4DG1toYD2XzpH97HzIAxYEVxphfcM0RnZsCF+ZLyPdDFDDXWnvVWvszcADXIJFSJOQ96ApMA7DWrgOCgWweSec9EvSzIwXQOKFx4hqNExojrtE4kTCpYZzQGOGiccJF44TGiWs0TiTMPY0T3lxg2gQUMsbkM8YE4Vp4b+5N+8wFOrpvtwCWWfeKVCnEv74HxphSwChcg0FKnCML//I+WGvPWmuzWWvzWmvz4po73thau9mZuMkmIf8nZuM644AxJhuuNtfDHsyY3BLyHhwBagIYYx7ENSCc8mhK580FOriv/lAOOGutPe50qGSgcULjxDUaJzRGXKNxImFSwzihMcJF44SLxgmNE9donEiYexonvHaKnLU21hjTG1iEa6X3MdbaPcaYN4HN1tq5wJe42tUO4Vqgqo1ziZNeAt+DwUAIMN29JuERa21jx0IngwS+DyleAt+HRUAdY8xeIA540VqbYs7EJfA9eB743BjzLK4F+jqltF8WjTGTcQ3+2dxzw18DAgGstSNxzRWvDxwCLgGdnUmavDROaJy4RuOExohrNE64aJzQGHGNxgkXjRMaJ67ROOGSXOOESWHvk4iIiIiIiIiIeJg3T5ETEREREREREREfoAKTiIiIiIiIiIgkigpMIiIiIiIiIiKSKCowiYiIiIiIiIhIoqjAJCIiIv+vnXvnsSmMwgD8LlQahUQiOpcKBa1GM4mKxi/gH9BREJeIRkNJodBSiFIkEiJRu1QShVYkNCRjKWaKyXGCk884Z+R5qrOz99pZ3XvyJt8GAIAhCiYAAAAAhiiYAAAAABiiYIIJVfWkqpZWf1+pqpszzB6oqudrrg9X1eP12BOA+ZATAIwYyRFYZFvmvQAsoAtJLlXVjiSHkhyfYfZ1kt1Vtbm7l5PcSHJmHXYEYH7kBAAjRnIEFpaCCSZ099Oqqqz84T/a3ctVtTvJ+STbuvvkL2a/V9WrJPural+S90k+VdWd380CsDHICQBGjOQILDJH5GBCVR1MsjPJt+7+nCTd/a67T//hK14kOZLkYpJzM84CsODkBAAj/kKOwEJSMMEaVbUzyb0kJ5J8qapjv3j2cVXtmnLrRZIrSR5094f12RSAeZATAIyYJUdgo1Ewwaqq2prkfpKz3f0myeWsnI+e9uymJHuTfJxy+22Sr0mur9OqAMyBnABgxCw5AhtRdfe8d4CFV1Xbk1xNspTkdpKHSU51908fZq2qW0ledvfdabPdfe2fLQ7APyEnABghC/gfKJjgL6mqPUkeJXnm/DQAk+QEAPA/UzABAAAAMMQ3mAAAAAAYomACAAAAYIiCCQAAAIAhCiYAAAAAhiiYAAAAABiiYAIAAABgiIIJAAAAgCEKJgAAAACG/ABBahA8epopBwAAAABJRU5ErkJggg==", "text/plain": [ "
" ] @@ -262,22 +262,22 @@ "params = PcSaftParameters.from_multiple_json([(['acetone'], '../../parameters/pcsaft/gross2006.json'), (['water'], '../../parameters/pcsaft/gross2002.json')])\n", "\n", "saft = EquationOfState.pcsaft(params)\n", - "dia_p = PhaseDiagram.binary_vlle(saft, 450*KELVIN, (0.005, 0.9), 50*BAR, 25*BAR, 101)\n", - "dia_t = PhaseDiagram.binary_vlle(saft, BAR, (0.001, 0.99), 0*CELSIUS, 50*CELSIUS, 101)\n", + "dia_p = PhaseDiagram.binary_vlle(saft, 450*si.KELVIN, (0.005, 0.9), 50*si.BAR, 25*si.BAR, 101)\n", + "dia_t = PhaseDiagram.binary_vlle(saft, si.BAR, (0.001, 0.99), 0*si.CELSIUS, 50*si.CELSIUS, 101)\n", "\n", "f, ax = plt.subplots(1,3,figsize=(20,5))\n", - "ax[0].plot(dia_p.vle.liquid.molefracs[:,0], dia_p.vle.liquid.pressure/BAR, '-k')\n", - "ax[0].plot(dia_p.vle.vapor.molefracs[:,0], dia_p.vle.vapor.pressure/BAR, '-k')\n", - "ax[0].plot(dia_p.lle.vapor.molefracs[:,0], dia_p.lle.vapor.pressure/BAR, '-k')\n", - "ax[0].plot(dia_p.lle.liquid.molefracs[:,0], dia_p.lle.liquid.pressure/BAR, '-k')\n", + "ax[0].plot(dia_p.vle.liquid.molefracs[:,0], dia_p.vle.liquid.pressure/si.BAR, '-k')\n", + "ax[0].plot(dia_p.vle.vapor.molefracs[:,0], dia_p.vle.vapor.pressure/si.BAR, '-k')\n", + "ax[0].plot(dia_p.lle.vapor.molefracs[:,0], dia_p.lle.vapor.pressure/si.BAR, '-k')\n", + "ax[0].plot(dia_p.lle.liquid.molefracs[:,0], dia_p.lle.liquid.pressure/si.BAR, '-k')\n", "ax[0].set_xlim(0,1)\n", "ax[0].set_xlabel('$x_1,y_1$')\n", "ax[0].set_ylabel('$p$ / bar')\n", "\n", - "ax[1].plot(dia_t.vle.liquid.molefracs[:,0], dia_t.vle.liquid.temperature/KELVIN, '-g')\n", - "ax[1].plot(dia_t.vle.vapor.molefracs[:,0], dia_t.vle.vapor.temperature/KELVIN, '-g')\n", - "ax[1].plot(dia_t.lle.liquid.molefracs[:,0], dia_t.lle.liquid.temperature/KELVIN, '-g')\n", - "ax[1].plot(dia_t.lle.vapor.molefracs[:,0], dia_t.lle.vapor.temperature/KELVIN, '-g')\n", + "ax[1].plot(dia_t.vle.liquid.molefracs[:,0], dia_t.vle.liquid.temperature/si.KELVIN, '-g')\n", + "ax[1].plot(dia_t.vle.vapor.molefracs[:,0], dia_t.vle.vapor.temperature/si.KELVIN, '-g')\n", + "ax[1].plot(dia_t.lle.liquid.molefracs[:,0], dia_t.lle.liquid.temperature/si.KELVIN, '-g')\n", + "ax[1].plot(dia_t.lle.vapor.molefracs[:,0], dia_t.lle.vapor.temperature/si.KELVIN, '-g')\n", "ax[1].set_xlim(0,1)\n", "ax[1].set_xlabel('$x_1,y_1$')\n", "ax[1].set_ylabel('$T$ / K')\n", @@ -305,7 +305,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -321,22 +321,22 @@ "\n", "\n", "saft = EquationOfState.pcsaft(params)\n", - "dia_p = PhaseDiagram.binary_vlle(saft, 350*KELVIN, (0.55, 0.98), BAR, 0.5*BAR, 101)\n", - "dia_t = PhaseDiagram.binary_vlle(saft, BAR, (0.5,0.995), 70*CELSIUS, 80*CELSIUS, 101)\n", + "dia_p = PhaseDiagram.binary_vlle(saft, 350*si.KELVIN, (0.55, 0.98), si.BAR, 0.5*si.BAR, 101)\n", + "dia_t = PhaseDiagram.binary_vlle(saft, si.BAR, (0.5,0.995), 70*si.CELSIUS, 80*si.CELSIUS, 101)\n", "\n", "f, ax = plt.subplots(1,3,figsize=(20,5))\n", - "ax[0].plot(dia_p.vle.liquid.molefracs[:,0], dia_p.vle.liquid.pressure/BAR, '-k')\n", - "ax[0].plot(dia_p.vle.vapor.molefracs[:,0], dia_p.vle.vapor.pressure/BAR, '-k')\n", - "ax[0].plot(dia_p.lle.vapor.molefracs[:,0], dia_p.lle.vapor.pressure/BAR, '-k')\n", - "ax[0].plot(dia_p.lle.liquid.molefracs[:,0], dia_p.lle.liquid.pressure/BAR, '-k')\n", + "ax[0].plot(dia_p.vle.liquid.molefracs[:,0], dia_p.vle.liquid.pressure/si.BAR, '-k')\n", + "ax[0].plot(dia_p.vle.vapor.molefracs[:,0], dia_p.vle.vapor.pressure/si.BAR, '-k')\n", + "ax[0].plot(dia_p.lle.vapor.molefracs[:,0], dia_p.lle.vapor.pressure/si.BAR, '-k')\n", + "ax[0].plot(dia_p.lle.liquid.molefracs[:,0], dia_p.lle.liquid.pressure/si.BAR, '-k')\n", "ax[0].set_xlim(0,1)\n", "ax[0].set_xlabel('$x_1,y_1$')\n", "ax[0].set_ylabel('$p$ / bar')\n", "\n", - "ax[1].plot(dia_t.vle.liquid.molefracs[:,0], dia_t.vle.liquid.temperature/KELVIN, '-g')\n", - "ax[1].plot(dia_t.vle.vapor.molefracs[:,0], dia_t.vle.vapor.temperature/KELVIN, '-g')\n", - "ax[1].plot(dia_t.lle.liquid.molefracs[:,0], dia_t.lle.liquid.temperature/KELVIN, '-g')\n", - "ax[1].plot(dia_t.lle.vapor.molefracs[:,0], dia_t.lle.vapor.temperature/KELVIN, '-g')\n", + "ax[1].plot(dia_t.vle.liquid.molefracs[:,0], dia_t.vle.liquid.temperature/si.KELVIN, '-g')\n", + "ax[1].plot(dia_t.vle.vapor.molefracs[:,0], dia_t.vle.vapor.temperature/si.KELVIN, '-g')\n", + "ax[1].plot(dia_t.lle.liquid.molefracs[:,0], dia_t.lle.liquid.temperature/si.KELVIN, '-g')\n", + "ax[1].plot(dia_t.lle.vapor.molefracs[:,0], dia_t.lle.vapor.temperature/si.KELVIN, '-g')\n", "ax[1].set_xlim(0,1)\n", "ax[1].set_xlabel('$x_1,y_1$')\n", "ax[1].set_ylabel('$T$ / K')\n", @@ -355,7 +355,7 @@ "kernelspec": { "display_name": "feos", "language": "python", - "name": "feos" + "name": "python3" }, "language_info": { "codemirror_mode": { diff --git a/examples/pcsaft/adsorption_3D.ipynb b/examples/pcsaft/adsorption_3D.ipynb deleted file mode 100644 index 4b5e7c15c..000000000 --- a/examples/pcsaft/adsorption_3D.ipynb +++ /dev/null @@ -1,365 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/prehner/.conda/envs/feos/lib/python3.9/site-packages/pymatgen/core/__init__.py:49: UserWarning: Error loading .pmgrc.yaml: [Errno 2] No such file or directory: '/home/prehner/.pmgrc.yaml'. You may need to reconfigure your yaml file.\n", - " warnings.warn(f\"Error loading .pmgrc.yaml: {ex}. You may need to reconfigure your yaml file.\")\n" - ] - } - ], - "source": [ - "from feos.si import *\n", - "from feos.dft import Pore3D, Adsorption3D, DFTSolver, FMTVersion, HelmholtzEnergyFunctional\n", - "from feos.pcsaft import PcSaftParameters\n", - "\n", - "import pandas as pd\n", - "import numpy as np\n", - "\n", - "from pymatgen.core import Structure\n", - "from pymatgen.analysis import structure_matcher\n", - "\n", - "import matplotlib.pyplot as plt" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "formula: Zn12 H120 C96 N48\n", - "num_sites: 276\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/prehner/.conda/envs/feos/lib/python3.9/site-packages/pymatgen/io/cif.py:669: UserWarning: A 1-line symmetry op P1 CIF is detected!\n", - " warnings.warn(msg)\n", - "/home/prehner/.conda/envs/feos/lib/python3.9/site-packages/pymatgen/io/cif.py:1160: UserWarning: Issues encountered while parsing CIF: A 1-line symmetry op P1 CIF is detected!\n", - " warnings.warn(\"Issues encountered while parsing CIF: %s\" % \"\\n\".join(self.warnings))\n" - ] - } - ], - "source": [ - "structure = Structure.from_file('structure_parameters/ZIF-8.cif')\n", - "print('formula: ', structure.formula)\n", - "print('num_sites:', structure.num_sites)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "coordinates = structure.cart_coords.T * ANGSTROM\n", - "system_size = [l * ANGSTROM for l in structure.lattice.lengths]" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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typesigmaepsilonmass
0O3.0330048.158115.99900
1C3.4729947.856212.01070
2H2.846007.64891.00784
3N3.2625038.949214.00670
4B3.5810047.805910.81100
5Zn1.33000109.471065.38000
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" - ], - "text/plain": [ - " type sigma epsilon mass\n", - "0 O 3.03300 48.1581 15.99900\n", - "1 C 3.47299 47.8562 12.01070\n", - "2 H 2.84600 7.6489 1.00784\n", - "3 N 3.26250 38.9492 14.00670\n", - "4 B 3.58100 47.8059 10.81100\n", - "5 Zn 1.33000 109.4710 65.38000" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "forcefield = pd.read_csv('structure_parameters/DREIDING.dat',delim_whitespace=True,names=[\"type\",\"sigma\",\"epsilon\",\"mass\"])\n", - "forcefield" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "sigma = np.zeros(structure.num_sites)\n", - "epsilon = np.zeros(structure.num_sites)\n", - "\n", - "mass = 0.0\n", - "\n", - "for i, site in enumerate(structure):\n", - " sigma[i] = forcefield[\"sigma\"][forcefield[\"type\"]==site.species_string]\n", - " epsilon[i] = forcefield[\"epsilon\"][forcefield[\"type\"]==site.species_string]\n", - " mass = mass + float(forcefield[\"mass\"][forcefield[\"type\"]==site.species_string]) * 1.6605402E-27" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "from mpl_toolkits.mplot3d import Axes3D\n", - "fig = plt.figure()\n", - "ax = fig.add_subplot(111, projection='3d')\n", - "ax.scatter(xs=structure.cart_coords[:,0],ys=structure.cart_coords[:,1],zs=structure.cart_coords[:,2],s=20)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "params = PcSaftParameters.from_json(['methane'], '../../parameters/pcsaft/gross2001.json')\n", - "func = HelmholtzEnergyFunctional.pcsaft(params, FMTVersion.AntiSymWhiteBear)\n", - "\n", - "T = 303 * KELVIN" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$2.369\\times10^{-27}\\,\\mathrm{m^{3}}$" - ], - "text/plain": [ - "2.3689628728234253e-27 m³" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "pore = Pore3D(system_size, [64, 64, 64], coordinates, sigma, epsilon)\n", - "pore.pore_volume" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "|solver|log|max_iter|tol|beta|mmax|max_rel|\n", - "|-|:-:|-:|-:|-:|-:|-:|\n", - "|Picard Iteration||50|1e-11|0.01||1|\n", - "|Picard Iteration||500|1e-5|0.1||1|\n", - "|Anderson Mixing||150|1e-8|0.15|10||" - ], - "text/plain": [ - "Picard Iteration (max_rel=1) max_iter: 50, tol: 0.00000000001, beta: 0.01\n", - "Picard Iteration (max_rel=1) max_iter: 500, tol: 0.00001, beta: 0.1\n", - "Anderson Mixing (mmax=10) max_iter: 150, tol: 0.00000001, beta: 0.15" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "solver = DFTSolver().picard_iteration(damping_coefficient=0.01,max_iter=50).picard_iteration(damping_coefficient=0.1,tol=1.0e-5).anderson_mixing(mmax=10,tol=1.0e-8)\n", - "solver" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "CPU times: user 17min 11s, sys: 2min 13s, total: 19min 25s\n", - "Wall time: 19min 18s\n" - ] - } - ], - "source": [ - "%%time\n", - "pressure = SIArray1.linspace(100*PASCAL, 50*BAR, 20)\n", - "isotherm = Adsorption3D.adsorption_isotherm(func, temperature = T, pressure = pressure, pore=pore, solver=solver)" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'N')" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(isotherm.pressure/BAR, isotherm.total_adsorption*NAV)\n", - "plt.axis([0,50,0,17.5])\n", - "plt.xlabel('p / bar')\n", - "plt.ylabel('N')" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "feos", - "language": "python", - "name": "feos" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.10" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/examples/pcsaft/adsorption_isotherms.ipynb b/examples/pcsaft/adsorption_isotherms.ipynb index a95f72d98..3e1b1c921 100644 --- a/examples/pcsaft/adsorption_isotherms.ipynb +++ b/examples/pcsaft/adsorption_isotherms.ipynb @@ -6,11 +6,11 @@ "metadata": {}, "outputs": [], "source": [ - "from feos.si import *\n", "from feos.dft import *\n", "from feos.pcsaft import PcSaftParameters\n", "\n", "import matplotlib.pyplot as plt\n", + "import si_units as si\n", "import numpy as np\n", "from concurrent.futures import ProcessPoolExecutor\n", "\n", @@ -47,32 +47,32 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 7.91 s, sys: 48.7 ms, total: 7.96 s\n", - "Wall time: 7.93 s\n" + "CPU times: user 8.5 s, sys: 40.9 ms, total: 8.54 s\n", + "Wall time: 8.51 s\n" ] } ], "source": [ "%%time\n", "potential = ExternalPotential.LJ93(3.0, 100.0, 0.08)\n", - "pore = Pore1D(Geometry.Cartesian, 20*ANGSTROM, potential)\n", + "pore = Pore1D(Geometry.Cartesian, 20*si.ANGSTROM, potential)\n", "solver = DFTSolver().newton()\n", "\n", - "pmin = 0.2*BAR\n", - "pmax = 2.5*BAR\n", - "pressure_vec = SIArray1.linspace(pmin, pmax, 151)\n", - "pressures = np.array([0.3, 0.6, 1.0, 1.2, 1.5, 2.0]) * BAR\n", + "pmin = 0.2*si.BAR\n", + "pmax = 2.5*si.BAR\n", + "pressure_vec = si.linspace(pmin, pmax, 151)\n", + "pressures = np.array([0.3, 0.6, 1.0, 1.2, 1.5, 2.0]) * si.BAR\n", "\n", - "isotherm1 = Adsorption1D.adsorption_isotherm(func, 350*KELVIN, pressure_vec, pore, solver=solver)\n", - "points1 = Adsorption1D.adsorption_isotherm(func, 350*KELVIN, pressures, pore, solver=solver)\n", + "isotherm1 = Adsorption1D.adsorption_isotherm(func, 350*si.KELVIN, pressure_vec, pore, solver=solver)\n", + "points1 = Adsorption1D.adsorption_isotherm(func, 350*si.KELVIN, pressures, pore, solver=solver)\n", "\n", - "isotherm2 = Adsorption1D.desorption_isotherm(func, 350*KELVIN, pressure_vec, pore, solver=solver)\n", - "points2 = Adsorption1D.desorption_isotherm(func, 350*KELVIN, pressures, pore, solver=solver)\n", + "isotherm2 = Adsorption1D.desorption_isotherm(func, 350*si.KELVIN, pressure_vec, pore, solver=solver)\n", + "points2 = Adsorption1D.desorption_isotherm(func, 350*si.KELVIN, pressures, pore, solver=solver)\n", "\n", - "isotherm3 = Adsorption1D.equilibrium_isotherm(func, 350*KELVIN, pressure_vec, pore, solver=solver)\n", - "points3 = Adsorption1D.equilibrium_isotherm(func, 350*KELVIN, pressures, pore, solver=solver)\n", + "isotherm3 = Adsorption1D.equilibrium_isotherm(func, 350*si.KELVIN, pressure_vec, pore, solver=solver)\n", + "points3 = Adsorption1D.equilibrium_isotherm(func, 350*si.KELVIN, pressures, pore, solver=solver)\n", "\n", - "equilibrium = Adsorption1D.phase_equilibrium(func, 350*KELVIN, pmin, pmax, pore, solver=solver)" + "equilibrium = Adsorption1D.phase_equilibrium(func, 350*si.KELVIN, pmin, pmax, pore, solver=solver)" ] }, { @@ -82,7 +82,7 @@ "outputs": [ { "data": { - "image/png": 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rxRQXLDnEl5L8f4dyBLEN2GDJIY5YLyZTSkyfPp277rorouv43//9X7/hnj17RnR9wWRmZjJ37lzv8Pjx45k4cWJMYikQSoLYAywUkYdE5HcFr0gHZmLI43ZWswRhyoG8vLwipxdOEEuXLo1kOEEVThClQSgJ4hvgM6ASUNPnZcor7xGEPS7ERM7VV19Nly5daN++PVOnTvWOf+2117jwwgvp06cPS5Ys8Y5/55136NChA6mpqfTu7VTfOXHiBKNGjSIlJYVOnTqxYMECwDnyuP766/nlL3/JgAEDWLhwIb179+aaa66hXbt2jBkzBo/Hw4MPPsjx48dJS0vjpptuAqBGjRqAc2H3vvvuo0OHDqSkpDBz5kwAFi5cSEZGBkOGDKFNmzbcdNNNBDrBkpGRwT333EPPnj3p0KEDK1asAGDFihX07NmTTp060bNnT7Zu3crJkyd5/PHHmTlzJmlpad51bdq0iYyMDFq2bMmkSZPC/V9QrKA/EUXkIeBfqvr7KMZjSgM7xRRXfv/hRjbtDm+/k3bn1+KJX7Yvss20adOoV68ex48f56KLLuK6667j5MmTPPHEE6xevZratWvTt29fOnVyHn07YcIE/v3vf9O4cWMOHToEwAsvvADA+vXr2bJlCwMGDODrr78GYNmyZaxbt4569eqxcOFCVqxYwaZNm2jWrBkDBw7k/fff5+mnn2by5MlkZmaeFt/7779PZmYma9eu5cCBA1x00UXexLRmzRo2btzI+eefT69evViyZAkXX3zxacs4duwYS5cuZdGiRdx6661s2LCBNm3asGjRIipWrMinn37Kww8/zHvvvceECRNYtWoVkydPBpxTTFu2bGHBggUcOXKE5ORkxo4de0bdVM9WUT8RvwF+IyJrRGS6iNwgInWjFZiJIevFZKJg0qRJpKam0r17d3bt2sW2bdtYvnw5GRkZNGjQgEqVKnHDDTd42/fq1YuRI0fy8ssvk5/vfEcXL17MzTffDECbNm1o1qyZN0H079+fevXqeefv2rUrLVu2pEKFCgwfPpzFixcXGd/ixYsZPnw4FSpU4Nxzz6VPnz6sXLnSu6ykpCQSEhJIS0sjKysr4DKGD3fuF+7duzeHDx/m0KFD5OTkcP3119OhQwd++9vfsnHjxqAx/OIXv6By5crUr1+fhg0bsnfv3mK2angVVWrjbeBtABHphPPwn/fd0huf4hxdrIhKlCa6rBdTXCnul34kLFy4kE8//ZRly5ZRrVo1MjIyvF0wg/W2mTJlCsuXL+fjjz8mLS2NzMzMgKd2ClSvXt1vuPByi+vVU9SyK1c+9bz2ChUqBL3OEWidjz32GH379mX27NlkZWWRkZFx1uuJlJBOMqvqGlX9o6r2xanEuhGIxDMiTGlgpTZMhOXk5FC3bl2qVavGli1b+PLLLwHo1q0bCxcu5ODBg+Tm5vLOO+9459mxYwfdunVjwoQJ1K9fn127dtG7d29mzHCKTX/99dd89913JCcnB1znihUr+Oabb/B4PMycOdN7SigxMZHc3NzT2vfu3ZuZM2eSn5/P/v37WbRoEV27ntmTDwquJSxevJjatWtTu3ZtcnJyaNy4MeBcKylQs2ZNjhw5ckbLj7SirkFcW8R8qqpFPsjHlGFWasNE2MCBA5kyZQodO3YkOTmZ7t27A9CoUSPGjx9Pjx49aNSoEZ07d/aeTrrvvvvYtm0bqkq/fv1ITU2lTZs2jBkzhpSUFCpWrMj06dP9fnX76tGjBw8++CDr16/3XrAGGD16NB07dqRz587eZANwzTXXsGzZMlJTUxERnnnmGc477zy2bNkS8r+zbt269OzZk8OHDzNt2jQA7r//fkaMGMFzzz3HpZde6m3bt29fnn76adLS0njooaKexhw9EuwwSkReK2I+VdVbIxNSyaWnp+uqVatiHUbZt2kOzLoZxiyG81JiHU2ZM3PLTJ5c/iQLhi6gftX6sQ4noM2bN9O2bdtYhxE1CxcuZOLEiXz00UdRW2dGRgYTJ04kPT09aussTqD/dxFZraoBgyzqGsSoMMdmygrrxWSMIYRSGyJSG+dZDgWP/fwCmKCqOZEMzMSQ2o1ypnzJyMgo8mJwJCxcuDCq64uEUC5STwOOAEPd12GgqNNPpqzz9mKyG+WMiWeh/ERsparX+Qz/XkQyIxSPKQ3sFJMxhtCOII6LiPcWQRHpBRyPXEgm5qybqzGG0BLEWOAFEckSkW+BycCY4mYSkWkisk9ENviMqyci80Vkm/se8M5sERkoIltFZLuIPBjqP8aEiT0wyBhDCAlCVTNVNRXoCKSoaidVXRvCsqfj3H3t60HgM1VtjVMA8LSdv3un9gvAFUA7YLiItAthfSZc7AjCRFksS1tbue/gik0QIlJHRMYB44EnRWSSiBRbVlBVFwE/FBp9FfC6+/l14OoAs3YFtqvqTlU9iVPu46ri1mfCSO1GOVN+WLnvkgvlFNNcoDmwHljt8yqJc1V1D4D73jBAm8bALp/hbHdcQCIyWkRWiciq/fv3lzAs48dqMZkoeOqpp0hOTuayyy5j69at3vE7duxg4MCBdOnShUsuucR757KV+y5F5b59VFHVaD4gKFAFraBVs1R1KjAVnDupIxVUXLFeTPFl3oPw3/XhXeZ5KXDF00Enr169mrfffps1a9aQl5dH586d6dKlC+CUvpgyZQqtW7dm+fLl3HHHHXz++edW7jsG5b5D2QP8n4jcBnwE/FwwUlULnz4KxV4RaaSqe0SkEbAvQJtsoInPcBKwuwTrMiVl1yBMhP3nP//hmmuuoVq1agBceeWVABw9epSlS5dy/fXXe9v+/LOz2yko9z106FCuvdYpFbd48WLuvvtuIPRy34C33PeQIUOCxhis3HetWrW85b4Bb7nvQAkiULnvI0eOMGLECLZt24aIBCwUWKCg3HflypW95b4L1hsNoewBTgLPAo9w6pe8Ai1LsL45wAjgaff9nwHarARai0gL4HtgGHBjCdZlSsqK9cWXIn7pR1Kgctsej4c6deoE/EVv5b5LZ7nv3wEXqGpzVW3hvopNDiLyFrAMSBaRbBH5H5zE0F9EtgH93WFE5HwRmQugqnnAXcC/gc3ALFUN/kQNE352J7WJsN69ezN79myOHz/OkSNH+PDDDwGoVasWLVq08Jb5VlXWrnU6TVq57+gL5QhiI/DTmS5YVYcHmdQvQNvdwCCf4bk4F8dNLGi+c3qpmF9YxpRU586dueGGG0hLS6NZs2Zccskl3mkzZsxg7NixPPnkk+Tm5jJs2DBSU1Ot3HcMBC337W0gMhtoDyzA/xrEuMiGduas3HeYzH8cvpwCjwW6RGSKY+W+Sx8r9+0IW7lvHx+4LxMvPPl2gdoYU3yCUNXXi2tjyhlLEKacsXLfJWNXIc3pPHmQYF8NY+Kd7QXM6Tx5dgRhjLEEYQJQO8VkjCkiQYjIXSJS3/18gYgsEpFDIrJcROxJ9uWZJ9/qMBljijyCGKuqB9zPfwX+oqp1gAeAKZEOzMSQJ8/uojZlxu7du70lMxYuXMjgwYMBmDNnDk8/7dwlPnLkSN59990zWlasPf/88/z006lb0AqKCEZTUQnC9xxDQ1WdDaCqC4GakQzKxJj1YjJlyPnnnx9w53/llVfy4IOhP28sLy8v6LJioXCCiIWiEsS7IjJdRFoCs0XkHhFpKiKjgO+iFJ+JBTuCMFHwj3/8g65du5KWlsbtt99Ofr5TA+y1117jwgsvpE+fPtx2223cddddwOlHAQW/qLOysujQocNpy58+fbp3XoBPP/2USy65hAsvvNB7w1zhsuC+yyo8/+DBg71dV2vUqMEDDzxAly5duOyyy1ixYoW3LPecOXNOiyVYuXGAsWPHkp6eTvv27XniiScAmDRpErt376Zv37707dvXu5xHHnmE1NRUunfvzt69e89wi5+5oD8TVfURERkJvAW0AioDo3Fumrsp4pGZ2LFeTHHlTyv+xJYfQi8fEYo29drwQNcHgk7fvHkzM2fOZMmSJSQmJnLHHXcwY8YM+vfvzxNPPMHq1aupXbs2ffv2pVOnTmGJKSsriy+++IIdO3bQt29ftm/fDviXBc/KygppWceOHSMjI4M//elPXHPNNTz66KPMnz+fTZs2MWLECG91Wl+Byo0PGTKEp556inr16pGfn0+/fv1Yt24d48aN47nnnmPBggXUr1/fu87u3bvz1FNPcf/99/Pyyy/z6KOPhmXbBFPkXkBVp+M8OtTEE/XYEYSJqM8++4zVq1dz0UUXAXD8+HEaNmzI8uXLycjIoEGDBgDccMMN3vLdZ2vo0KEkJCTQunVrWrZs6a2pVLgseCgqVarEwIHOE5VTUlKoXLkyiYmJpKSkBE0ywcqNz5o1i6lTp5KXl8eePXvYtGkTHTt2DLjOgusrXbp0Yf78+WcUc0mc0c9EEZmqqqMjFYwpJewIIq4U9Us/UlSVESNG8Mc//tFv/AcffBC0DHfFihW9p2VUlZMnT57ROoOV+y5cFjzQ+sB5el2BxMRE7/wJCQneAoEJCQlnVPr7m2++YeLEiaxcuZK6desycuRIv/X48l1ntEp/n+l9EKWn6pSJHE+edXM1EdWvXz/effdd9u1zCkL+8MMPfPvtt3Tr1o2FCxdy8OBBcnNzvWW/AZo3b87q1c7Tjv/5z38W+aCdQN555x08Hg87duxg586dQcuC+64vMzMTj8fDrl27vI8MLalA5cYPHz5M9erVqV27Nnv37mXevHne9qWh/PeZ/ky08p7xwHoxmQhr164dTz75JAMGDMDj8ZCYmMgLL7xA9+7dGT9+PD169KBRo0Z07tzZe/H6tttu46qrrqJr167069cv6C//YJKTk+nTpw979+5lypQpVKlSpcj2vXr1okWLFqSkpNChQwc6d+5c4n8vBC43npCQQKdOnWjfvj0tW7akV69e3vajR4/miiuuoFGjRt5nbUdbseW+vQ1FqqvqsQjHc1as3HeYvPYL533Ux7GNo4yyct/hM336dL/nNJdVsSg3HsiZlvsu9hSTiPQUkU04T3dDRFJF5O/hCNaUUlaszxhDaKeY/gJcjvM8aVR1rYj0jmhUJrasFpMpJUaOHMnIkSNjHcZZi0W58XAI6Weiqu4qNCq/pCsUkWQRyfR5HRaRewq1yRCRHJ82j5d0faYErBeTMYbQjiB2iUhPQEWkEjAO93RTSajqViANQEQqAN8DswM0/Y+qDi7pesxZsF5MxhhCO4IYA9wJNAaycXbud4Zp/f2AHar6bZiWZ8LBYzfKGWNCe+ToASJXWmMYTimPQHqIyFpgN3Cvqm4M1EhERuOUAKFp06YRCTLu2CkmYwwlfGBQOK4JuKerrgTeCTD5K6CZqqYCf8Op/xSQqk5V1XRVTS+4Pd+cJSvWZ2KoefPmHDhwoPiGpcygQYM4dOgQcKqQoG/58MLF/0JdViyVtC/jr8Ow7iuAr1T1tJKEqnpYVY+6n+cCiQUPLzJRYL2YjI9nnnnmtBu1FixYwDPPPBOjiEqnuXPnUqdOHb9xZ1o+XFXxeDwBlxULRT1R7nCQ1xHg/DCsezhBTi+JyHniFh0Rka5unAfDsE4TCruT2vi46KKLGDp0qDdJLFiwgKFDh3oL7ZVEVlYWbdq0YcSIEXTs2JEhQ4b4Pfvgb3/7G507dyYlJcVbVG/FihX07NmTTp060bNnT7Zu3QrAxo0bvWXDO3bsyLZt24Dg5cR9rV69mj59+tClSxcuv/xy9uzZ4x2fmppKjx49uO+++0IqAR7oyKdwKfJdu3YxcOBAkpOT+f3vf+9t07ZtW+644w46d+7Mrl27vMsqPP/EiRMZP3484HSd/e1vf0vv3r1p27YtK1eu5Nprr6V169Zhq/Ja1BHEIaC1qtYq9KoJ7DmblYpINaA/8L7PuDEiMsYdHAJscK9BTAKGaai3fJuz58kDsRvljKNv377MmjWLoUOH8vjjjzN06FBmzZrl95yCkti6dSujR49m3bp11KpVi7///dT9t/Xr1+err75i7NixTJw4EYA2bdqwaNEi1qxZw4QJE3j44YcBmDJlCr/5zW/IzMxk1apVJCUl+ZUTz8zMpEKFCsyYMcNv/bm5udx99928++67rF69mltvvZVHHnkEgFGjRjFp0iSWLVt2Vv/GwlasWMGMGTPIzMzknXfeoaDyw9atW7nllltYs2YNzZo1C3l5lSpVYtGiRYwZM4arrrqKF154gQ0bNjB9+nQOHjz739RF/Ux8A2gGBHoqxZtns1JV/Qk4p9C4KT6fJwNl+976ssyOIEwhffv2ZezYsfzhD3/gscceO+vkANCkSRNv7aFf/epXTJo0iXvvvReAa6+9FnDKWr//vvM7MicnhxEjRrBt2zZExFusr0ePHjz11FNkZ2d7f0EHKyfua+vWrWzYsIH+/fsDkJ+fT6NGjcjJyeHQoUP06dMHgJtvvtmviN7Z6N+/P+ecc47337h48WKuvvpqmjVrRvfu3c94eQXPnUhJSaF9+/Y0atQIgJYtW7Jr1y7vukqqqAcGBT1GUdXo1wc20WO9mEwhCxYs4MUXX+Sxxx7jxRdfPO1JZyURrPw24C2f7VvWuiAxzZ49m6ysLO+dyTfeeCPdunXj448/5vLLL+eVV14JWk7cl6rSvn37044SDh06FFLJcSBoae5gwllyHPArM17wuWA4HOXA7TyCOZ0n33oxGa+Caw6zZs1iwoQJ3tNNZ1th9LvvvvPunN966y0uvvjiItvn5OTQuHFjwLkWUGDnzp20bNmScePGceWVV7Ju3bqg5cR9JScns3//fm8Mubm5bNy4kTp16lC7dm0WL14M4Hdq6mxLgM+fP58ffviB48eP88EHH/hVbw3k3HPPZd++fRw8eJCff/456sX+LEGY01kvJuNj5cqVftccCq5JrFy58qyW27ZtW15//XU6duzIDz/8wNixY4tsf//99/PQQw/Rq1cvvwvOM2fOpEOHDqSlpbFlyxZuueUWv3LiHTt2pH///t4L0AUqVarEu+++ywMPPEBqaippaWksXboUcJ6Lfeedd9KjRw+qVq3qnce3BPi99957xiXAL774Ym6++WbS0tK47rrrSE8v+hE7iYmJPP7443Tr1o3BgwfTpk2bM1rf2Qq53HdZYOW+w+TJc6Hb7dB/QqwjKZOs3HfxsrKyGDx4MBs2bIhZDKEqS7EWJ2zlvkVklYj8VUQGikjRT9Yw5YvVYjLGUPQppu44RfQygC9EZK6I/EZELoxKZCZ2rBeTibDmzZuXmV/kZSnWcCuqF1MesNB9ISKNcO5+flJELgC+VNU7ohCjiSaPB1BLEMaY0J9Jrap7gGnANBFJAHpELCoTOx63a5w9Ua7cU9Wg3TlN+VOS680l2guoqkdVl5RkXlPKqds7xI4gyrUqVapw8ODBEu00TNmjqhw8eJAqVc7scrLtBYw/7xGEfTXKs6SkJLKzs9m/f3+sQzFRUqVKFZKSks5oHtsLGH8FCcJ6MZVriYmJtGjRItZhmFIuaIIo5pkPqqp/iEA8JtYKbuu3Iwhj4l5Re4FjAcZVw3kWxDmAJYjyyHuKyY4gjIl3RXVz/XPBZxGpCfwGuBV4G/hzsPlMGWcJwhjjKvI8gojUA36H80zq14HOqvpjNAIzMWK9mIwxrqKuQTwLXAtMBVIKHgFqyjnrxWSMcRV1H8T/w3m06KPAbt9HjorI4eiEZ6LO4x5BWC8mY+JeUdcg7FbaeFSQIOwahDFxLyZJQESyRGS9iGSKyGn1ucUxSUS2i8g6ETmzouum5OwUkzHGFcu9QF9VPRBk2hVAa/fVDXjRfTeRZr2YjDGu0noa6SrgDXV8CdRxq8maSLNeTMYYV6wShAKfiMhqERkdYHpjYJfPcLY7zkSaXYMwxrhi9TOxl6ruFpGGwHwR2aKqi3ymB6pBHLDspJtgRgM0bdo0/JHGG6vFZIxxxeQIQlV3u+/7cJ5a17VQk2ygic9wErA7yLKmqmq6qqY3aNAgEuHGF4+dYjLGOKKeIESkulu6AxGpDgwACj/Pbw5wi9ubqTuQ4z6wyESa9WIyxrhisRc4F5jtPsmqIvCmqv5LRMYAqOoUYC4wCNgO/ASMikGc8cmuQRhjXFFPEKq6E0gNMH6Kz2cF7oxmXMalliCMMY7S2s3VxIqdYjLGuCxBGH/Wi8kY47IEYfxZLyZjjMsShPFnCcIY47IEYfx5r0HYV8OYeGd7AePPajEZY1yWIIw/68VkjHFZgjD+rBeTMcZlCcL483icdzuCMCbuWYIw/uyBQcYYlyUI488ShDHGZQnC+LNeTMYYlyUI4896MRljXJYgjL+CO6mtF5Mxcc8ShPHnyQfE7qQ2xliCMIV48uz0kjEGsARhCrMEYYxxWYIw/tRjXVyNMYAlCFOYJ88ShDEGiEGCEJEmIrJARDaLyEYR+U2ANhkikiMime7r8WjHGbfsFJMxxhWLPUEe8P9U9SsRqQmsFpH5qrqpULv/qOrgGMQX3zz51sXVGAPE4AhCVfeo6lfu5yPAZqBxtOMwQdgRhDHGFdNrECLSHOgELA8wuYeIrBWReSLSvohljBaRVSKyav/+/ZEKNX548i1BGGOAGCYIEakBvAfco6qHC03+CmimqqnA34APgi1HVaeqarqqpjdo0CBi8cYNzbeb5IwxQIwShIgk4iSHGar6fuHpqnpYVY+6n+cCiSJSP8phxic7xWSMccWiF5MArwKbVfW5IG3Oc9shIl1x4jwYvSjjmCUIY4wrFnuCXsDNwHoRyXTHPQw0BVDVKcAQYKyI5AHHgWGqqjGINf5YLyZjjCvqCUJVFwNSTJvJwOToRGT8ePLtRjljDGB3UpvC7BSTMcZlCcL4UzuCMMY4LEEYf3YEYYxxWYIw/uxGOWOMyxKE8efJB7GvhTHGEoQpzE4xGWNcliCMP0sQxhiXJQjjz3oxGWNcliCMP7tRzhjjsgRh/NkpJmOMyxKE8We1mIwxLksQxp8dQRhjXJYgjD+7Uc4Y47IEYfzZE+WMMS7bExh/dorJGOOyBGH8WYIwxrgsQRh/Ho/1YjLGAJYgTGGevFJ3o9zoOc/y2ur5fuNeWz2f0XOeLVXrGTF5BC/Ne8lv3EvzXmLE5BFhiW/KFztYuuOA37ilOw4w5YsdYVl+WWHbIXpikiBEZKCIbBWR7SLyYIDpIiKT3OnrRKRzLOIMZPzrw5g5/3m/cTPnP8/414fFJqBCzjq+UniKqUfjNJ5b+5h35/3a6vk8t/YxejROK1Xr6dmqJ5N2TmLh8oUAvDH/DSbtnETPVj3DEl/HpNrc9eYa785x6Y4D3PXmGjom1Q7L8ssK2w7RI6oa3RWKVAC+BvoD2cBKYLiqbvJpMwi4GxgEdAP+qqrdilt2enq6rlq1KiJxF5g5/3n+tutl7m5yGzf0v+e04TPl8XjI83jwePLJ93jwaD4eTz4e93Nefh6qHmdafj6K81k9ec443LaefFSVRV+9x5uHP2B4zSvplvILlq2bw8yjHzO0+iA6tx2Aaj4e9eDxeLzLQgvWpzRZcDcHWl/LgeRfka+K4oz3qAdVdcZpwThnesE4ddt5FG97D6e3P7U8nGGP4sFpr5yaVjDOg7LzwF62n5xHzfw0jiRk0rzSAJrWqYeCd5laEEfhcRS8e7zvHnfdzvCpz/uPHOcH+ZLE3LbkJm6mjnalbvWKfssB32Weegdlf9YOfq77PSeyT1A1qSqNf7yOVs2vdtvhtFKcZXiH1Tu+YBjvsNtOwaNKzvFctu87SsOaldl35GdaNqhOjcoV/ebHb3mn5i+8bI+3nbrz+cdTmp3IzWf/kZ+pWaUiR07k0aBmZaoklq4j32iqW60SH9zZq0TzishqVU0POC0GCaIHMF5VL3eHHwJQ1T/6tHkJWKiqb7nDW4EMVd1T1LJLmiCuejmFk+JsB487ruBdUVTcPxz3df6xmnxX4witj1ZjW42fSDpak101jpyaVwqWId4/NE+hZSigImccayhaH6nBvmqHaXWsGjuq/0TDn2qxrebRiKwrmvKOtaBi9W+87yWhKoD7Uk59BiABAfKOJ1Gx+g7yjraiYtU9Pm2cdlJw4F2wLBFExZmsCRz5Opvq7Srz87pzadb4MURAEAr+u0XEWZrgN02ciaem+bRNcEcIkP3jT3x/6ARJdavS7JxqwZddaBif9SSI+K2fAO0j8+0Mn817DrN171GSz61B20a1Yh1OTNWsksgfru5QonmLShCxOJfQGNjlM5yNc5RQXJvGwGkJQkRGA6MBmjZtWqKAGmpN8j0enz+Qgh2B+8dCoXFVhZpHYWntY/TMqUnlqtU4N7+6ty0iiM9czrgEd7ciPusQEgpaFczj957g88efgMip9iIJp9qIuyx3mPrCjgMbWFQrh95H6tGmYRqXis/8kuCdz1lOgrNrlAQSEipwrG5btGI1EkRIkATvchME73BCwfJ82iSQQEKCO82NJyHhVPuEwuNIoIK3fcG8QgVxPlcoWE6CMGfzcv5v+7MkV76KrfmfcmurPzC0Y28quMuukJBABXc7OJ8T/JZVEG9xCk4rpdYYwtr8efwu9UlGdekf8nfppXkvMenEJJJ/SGZzy80MabmF26+4PfQvYzEKTqeMu/QC/rH8O+7sewE9W9UP2/LLisLb4YmLmsTldog49R6aR+cFXA+84jN8M/C3Qm0+Bi72Gf4M6FLcsrt06aLR8PYnf9Fer7bTB1/9pfZ6tZ2+/clforLeUJX2+M7UtFWfaIdXu+m0VZ8EHC4t65kyd4q2m9xOp8ydEnD4bC3Zvl87TfhEl2zfH3A4Xth2CC9glQbZp8biInU20MRnOAnYXYI2MeF7zeGPt87h7ia38bddL592YThWSnt8JbHs+0x+l/oH7y/5UV3687vUP7Ds+8xStZ6lO5YyruU47xHD7VfczriW41i6Y2lY4luXncPkGzt5fyn3bFWfyTd2Yl12TliWX1bYdoieWFyDqIhzkbof8D3OReobVXWjT5tfAHdx6iL1JFXtWtyyo3GRevzrw2h7fne/C9Iz5z/P5t1fMn7E2xFddyhKe3zGmNKlVF2kBm8vpeeBCsA0VX1KRMYAqOoUcU4WTwYGAj8Bo1S12D1/NBKEMcaUJ6XtIjWqOheYW2jcFJ/PCtwZ7biMMcacYndSG2OMCcgShDHGmIAsQRhjjAnIEoQxxpiAYtKLKVJEZD/wbazjiID6wIFiW8UH2xYO2w4O2w6Os9kOzVS1QaAJ5SpBlFcisipYN7R4Y9vCYdvBYdvBEantYKeYjDHGBGQJwhhjTECWIMqGqbEOoBSxbeGw7eCw7eCIyHawaxDGGGMCsiMIY4wxAVmCMMYYE5AliFJERAaKyFYR2S4iDwaYniEiOSKS6b4ej0WckSYi00Rkn4hsCDJdRGSSu53WiUjnaMcYDSFsh3j5PjQRkQUisllENorIbwK0KfffiRC3Q3i/E8GeJGSvqD9prwKwA2gJVALWAu0KtckAPop1rFHYFr2BzsCGINMHAfNwHpvcHVge65hjtB3i5fvQCOjsfq6J8zyZwn8b5f47EeJ2COt3wo4gSo+uwHZV3amqJ4G3gatiHFNMqOoi4IcimlwFvKGOL4E6ItIoOtFFTwjbIS6o6h5V/cr9fATYjPOMel/l/jsR4nYIK0sQpUdjYJfPcDaB//N7iMhaEZknIu2jE1qpE+q2igdx9X0QkeZAJ2B5oUlx9Z0oYjtAGL8TMXlgkAlIAowr3Af5K5y6KUfdp/J9ALSOdGClUCjbKh7E1fdBRGoA7wH3qOrhwpMDzFIuvxPFbIewfifsCKL0yAaa+AwnAbt9G6jqYVU96n6eCySKSP3ohVhqFLut4kE8fR9EJBFnpzhDVd8P0CQuvhPFbYdwfycsQZQeK4HWItJCRCoBw4A5vg1E5Dz3ed2ISFec/7+DUY809uYAt7g9V7oDOaq6J9ZBRVu8fB/cf+OrwGZVfS5Is3L/nQhlO4T7O2GnmEoJVc0TkbuAf+P0aJqmqhtFZIw7fQowBBgrInnAcWCYul0XyhMReQunN0Z9EckGngASwbsd5uL0WtkO/ASMik2kkRXCdoiL7wPQC7gZWC8ime64h4GmEFffiVC2Q1i/E1ZqwxhjTEB2iskYY0xAliCMMcYEZAnCGGNMQJYgjDHGBGQJwhhjTECWIIwJMxHpISIvFxqXISIfxSomY0rCEoQx4TcQ+Fc4FygiFcK5PGNCYQnCmBCISHMR2SIir7vPG3hXRKoFad4P+DTA+FoiMltENonIFBFJcJf9ooiscmv8/95nnVki8riILAauD/+/ypiiWYIwJnTJwFRV7QgcBu4o3MCte5OrqjkB5u8K/D8gBWgFXOuOf0RV04GOQB8R6egzzwlVvVhV3w7jv8OYkFiCMCZ0u1R1ifv5H8DFAdoMAD4JMv8K93kf+cBbPvMPFZGvgDVAe6Cdzzwzzz5sY0rGEoQxoStclyZQnZorCH794bT5RaQFcC/Qzz0y+Rio4tPmWEkCNSYcLEEYE7qmItLD/TwcWOw70a2i2RHIDDJ/V7dabwJwgzt/LZwkkCMi5+IkGGNKBUsQxoRuMzBCRNYB9YAXC03vAqwponrmMuBpYAPwDTBbVdfinFraCEwDlgSZ15ios2quxoTAfcTjR6raoYg2j+I8V9wuKJtywZ4HYUyYqOqTsY7BmHCyIwhjjDEB2TUIY4wxAVmCMMYYE5AlCGOMMQFZgjDGGBOQJQhjjDEB/X/tZsSudaJyXwAAAABJRU5ErkJggg==\n", 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", "text/plain": [ "
" ] @@ -94,14 +94,14 @@ } ], "source": [ - "plt.plot(isotherm1.pressure/BAR, isotherm1.total_adsorption/(MICRO*MOL/METER**2))\n", - "plt.plot(isotherm2.pressure/BAR, isotherm2.total_adsorption/(MICRO*MOL/METER**2))\n", - "plt.plot(isotherm3.pressure/BAR, isotherm3.total_adsorption/(MICRO*MOL/METER**2))\n", - "plt.plot(equilibrium.pressure/BAR, equilibrium.total_adsorption/(MICRO*MOL/METER**2), 'xk')\n", + "plt.plot(isotherm1.pressure/si.BAR, isotherm1.total_adsorption/(si.MICRO*si.MOL*si.ANGSTROM**2/si.METER**2))\n", + "plt.plot(isotherm2.pressure/si.BAR, isotherm2.total_adsorption/(si.MICRO*si.MOL*si.ANGSTROM**2/si.METER**2))\n", + "plt.plot(isotherm3.pressure/si.BAR, isotherm3.total_adsorption/(si.MICRO*si.MOL*si.ANGSTROM**2/si.METER**2))\n", + "plt.plot(equilibrium.pressure/si.BAR, equilibrium.total_adsorption/(si.MICRO*si.MOL*si.ANGSTROM**2/si.METER**2), 'xk')\n", "plt.gca().set_prop_cycle(None)\n", - "plt.plot(points1.pressure/BAR, points1.total_adsorption/(MICRO*MOL/METER**2), 'x')\n", - "plt.plot(points2.pressure/BAR, points2.total_adsorption/(MICRO*MOL/METER**2), 'x')\n", - "plt.plot(points3.pressure/BAR, points3.total_adsorption/(MICRO*MOL/METER**2), 'x')\n", + "plt.plot(points1.pressure/si.BAR, points1.total_adsorption/(si.MICRO*si.MOL*si.ANGSTROM**2/si.METER**2), 'x')\n", + "plt.plot(points2.pressure/si.BAR, points2.total_adsorption/(si.MICRO*si.MOL*si.ANGSTROM**2/si.METER**2), 'x')\n", + "plt.plot(points3.pressure/si.BAR, points3.total_adsorption/(si.MICRO*si.MOL*si.ANGSTROM**2/si.METER**2), 'x')\n", "plt.xlabel('p / bar')\n", "plt.ylabel('N / 1e-6 mol/m²')\n", "plt.legend(['adsorption path', 'desorption path', 'equilibrium path', 'phase equilibrium']);" @@ -114,7 +114,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ "
" ] @@ -127,18 +127,18 @@ ], "source": [ "f, ax = plt.subplots(1,2,figsize=(15,5))\n", - "ax[0].plot(isotherm1.pressure/BAR, isotherm1.grand_potential/(MILLI*NEWTON/METER))\n", - "ax[0].plot(isotherm2.pressure/BAR, isotherm2.grand_potential/(MILLI*NEWTON/METER))\n", - "ax[0].plot(isotherm3.pressure/BAR, isotherm3.grand_potential/(MILLI*NEWTON/METER))\n", - "ax[0].plot(equilibrium.pressure/BAR, equilibrium.grand_potential/(MILLI*NEWTON/METER), 'xk')\n", + "ax[0].plot(isotherm1.pressure/si.BAR, isotherm1.grand_potential/(si.MILLI*si.NEWTON*si.ANGSTROM**2/si.METER))\n", + "ax[0].plot(isotherm2.pressure/si.BAR, isotherm2.grand_potential/(si.MILLI*si.NEWTON*si.ANGSTROM**2/si.METER))\n", + "ax[0].plot(isotherm3.pressure/si.BAR, isotherm3.grand_potential/(si.MILLI*si.NEWTON*si.ANGSTROM**2/si.METER))\n", + "ax[0].plot(equilibrium.pressure/si.BAR, equilibrium.grand_potential/(si.MILLI*si.NEWTON*si.ANGSTROM**2/si.METER), 'xk')\n", "ax[0].set_xlabel('p / bar')\n", "ax[0].set_ylabel('Ω / mN/m')\n", "ax[0].legend(['adsorption path', 'desorption path', 'equilibrium path', 'phase equilibrium']);\n", "\n", - "ax[1].plot(StateVec([p.bulk for p in isotherm1.profiles]).density/(KILO*MOL/METER**3), isotherm1.grand_potential/(MILLI*NEWTON/METER))\n", - "ax[1].plot(StateVec([p.bulk for p in isotherm2.profiles]).density/(KILO*MOL/METER**3), isotherm2.grand_potential/(MILLI*NEWTON/METER))\n", - "ax[1].plot(StateVec([p.bulk for p in isotherm3.profiles]).density/(KILO*MOL/METER**3), isotherm3.grand_potential/(MILLI*NEWTON/METER))\n", - "ax[1].plot(StateVec([p.bulk for p in equilibrium.profiles]).density/(KILO*MOL/METER**3), equilibrium.grand_potential/(MILLI*NEWTON/METER), 'xk')\n", + "ax[1].plot(StateVec([p.bulk for p in isotherm1.profiles]).density/(si.KILO*si.MOL/si.METER**3), isotherm1.grand_potential/(si.MILLI*si.NEWTON*si.ANGSTROM**2/si.METER))\n", + "ax[1].plot(StateVec([p.bulk for p in isotherm2.profiles]).density/(si.KILO*si.MOL/si.METER**3), isotherm2.grand_potential/(si.MILLI*si.NEWTON*si.ANGSTROM**2/si.METER))\n", + "ax[1].plot(StateVec([p.bulk for p in isotherm3.profiles]).density/(si.KILO*si.MOL/si.METER**3), isotherm3.grand_potential/(si.MILLI*si.NEWTON*si.ANGSTROM**2/si.METER))\n", + "ax[1].plot(StateVec([p.bulk for p in equilibrium.profiles]).density/(si.KILO*si.MOL/si.METER**3), equilibrium.grand_potential/(si.MILLI*si.NEWTON*si.ANGSTROM**2/si.METER), 'xk')\n", "ax[1].set_xlim(0,0.1)\n", "ax[1].set_xlabel('ρ / kmol/m³')\n", "ax[1].set_ylabel('U / mN/m')\n", @@ -159,7 +159,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -171,11 +171,11 @@ } ], "source": [ - "plt.plot(isotherm3.pressure/BAR, isotherm3.enthalpy_of_adsorption/(KILO*JOULE/MOL))\n", + "plt.plot(isotherm3.pressure/si.BAR, isotherm3.enthalpy_of_adsorption/(si.KILO*si.JOULE/si.MOL))\n", "\n", - "vle = PhaseEquilibrium.pure(func, 350*KELVIN)\n", - "#h_vap = (vle.vapor.molar_enthalpy() - vle.liquid.molar_enthalpy())/(KILO*JOULE/MOL)\n", - "#plt.plot([pmin/BAR, pmax/BAR],[h_vap,h_vap])\n", + "vle = PhaseEquilibrium.pure(func, 350*si.KELVIN)\n", + "#h_vap = (vle.vapor.molar_enthalpy() - vle.liquid.molar_enthalpy())/(si.KILO*si.JOULE/si.MOL)\n", + "#plt.plot([pmin/si.BAR, pmax/si.BAR],[h_vap,h_vap])\n", "plt.xlabel('p / bar')\n", "plt.ylabel('Δh_ads,Δh_vap / kJ/mol')\n", "plt.legend(['Δh_ads', 'Δh_vap']);" @@ -197,18 +197,18 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 15.6 ms, sys: 6.66 ms, total: 22.3 ms\n", - "Wall time: 12.7 s\n" + "CPU times: user 6.12 ms, sys: 11.9 ms, total: 18 ms\n", + "Wall time: 12.6 s\n" ] } ], "source": [ "%%time\n", "def plt_iso(L):\n", - " isotherm = Adsorption1D.equilibrium_isotherm(func, 350*KELVIN, SIArray1.linspace(0.5*BAR, 1.6*BAR, 100), Pore1D(Geometry.Cartesian, L, potential), solver=DFTSolver().newton())\n", + " isotherm = Adsorption1D.equilibrium_isotherm(func, 350*si.KELVIN, si.linspace(0.5*si.BAR, 1.6*si.BAR, 100), Pore1D(Geometry.Cartesian, L, potential), solver=DFTSolver().newton())\n", " return isotherm.pressure, isotherm.total_adsorption\n", "\n", - "L_vec = SIArray1.linspace(10*ANGSTROM,40*ANGSTROM,7)\n", + "L_vec = si.linspace(10*si.ANGSTROM,40*si.ANGSTROM,7)\n", "with ProcessPoolExecutor(1) as ex:\n", " isotherms = [i for i in ex.map(plt_iso, L_vec)]" ] @@ -220,7 +220,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -234,10 +234,10 @@ "source": [ "f, ax = plt.subplots(figsize=(20,10))\n", "for p,a in isotherms:\n", - " ax.plot(p/BAR, a/(MICRO*MOL/METER**2))\n", + " ax.plot(p/si.BAR, a/(si.MICRO*si.MOL*si.ANGSTROM**2/si.METER**2))\n", "plt.xlabel('p / bar')\n", "plt.ylabel('N / 1e-6 mol/m²')\n", - "plt.legend([f'{w/ANGSTROM:g} A' for w in L_vec]);\n", + "plt.legend([f'{w/si.ANGSTROM:g} A' for w in L_vec])\n", "plt.xlim(1,1.6);" ] }, @@ -257,8 +257,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 17.9 ms, sys: 38.4 ms, total: 56.3 ms\n", - "Wall time: 1.98 s\n" + "CPU times: user 20.3 ms, sys: 65.9 ms, total: 86.2 ms\n", + "Wall time: 3.17 s\n" ] } ], @@ -266,7 +266,7 @@ "%%time\n", "def plt_iso(epsilon):\n", " potential = ExternalPotential.LJ93(3.0, epsilon, 0.08)\n", - " isotherm = Adsorption1D.equilibrium_isotherm(func, 350*KELVIN, SIArray1.linspace(0.5*BAR, 1.6*BAR, 100), Pore1D(Geometry.Cartesian, 20*ANGSTROM, potential), solver=DFTSolver().newton())\n", + " isotherm = Adsorption1D.equilibrium_isotherm(func, 350*si.KELVIN, si.linspace(0.5*si.BAR, 1.6*si.BAR, 100), Pore1D(Geometry.Cartesian, 20*si.ANGSTROM, potential), solver=DFTSolver().newton())\n", " return isotherm.pressure, isotherm.total_adsorption\n", "\n", "eps_vec = np.linspace(70,150,9)\n", @@ -281,7 +281,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ "
" ] @@ -295,10 +295,10 @@ "source": [ "f, ax = plt.subplots(figsize=(20,10))\n", "for p,a in isotherms:\n", - " ax.plot(p/BAR, a/(MICRO*MOL/METER**2))\n", + " ax.plot(p/si.BAR, a/(si.MICRO*si.MOL*si.ANGSTROM**2/si.METER**2))\n", "plt.xlabel('p / bar')\n", "plt.ylabel('N / 1e-6 mol/m²')\n", - "plt.legend([f'{e:g}' for e in eps_vec]);\n", + "plt.legend([f'{e:g}' for e in eps_vec])\n", "plt.xlim(1,1.6);" ] }, @@ -318,8 +318,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 35.1 ms, sys: 59.9 ms, total: 95 ms\n", - "Wall time: 11.7 s\n" + "CPU times: user 1.22 ms, sys: 152 ms, total: 153 ms\n", + "Wall time: 16.8 s\n" ] } ], @@ -330,10 +330,10 @@ " psat = PhaseEquilibrium.pure(func, T).liquid.pressure()\n", " pmin = psat / 100\n", " pmax = psat * 2\n", - " isotherm = Adsorption1D.equilibrium_isotherm(func, T, SIArray1.linspace(pmin, pmax, 200), Pore1D(Geometry.Cartesian, 20*ANGSTROM, potential), solver=DFTSolver().newton())\n", + " isotherm = Adsorption1D.equilibrium_isotherm(func, T, si.linspace(pmin, pmax, 200), Pore1D(Geometry.Cartesian, 20*si.ANGSTROM, potential), solver=DFTSolver().newton())\n", " return isotherm.pressure, isotherm.total_adsorption\n", "\n", - "T_vec = SIArray1.linspace(290*KELVIN,430*KELVIN,15)\n", + "T_vec = si.linspace(290*si.KELVIN,430*si.KELVIN,15)\n", "with ProcessPoolExecutor() as ex:\n", " isotherms = [i for i in ex.map(plt_iso, T_vec)]" ] @@ -345,7 +345,7 @@ "outputs": [ { "data": { - "image/png": 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", "text/plain": [ "
" ] @@ -359,10 +359,10 @@ "source": [ "f, ax = plt.subplots(figsize=(20,10))\n", "for p,a in isotherms:\n", - " ax.semilogx(p/BAR, a/(MICRO*MOL/METER**2))\n", + " ax.semilogx(p/si.BAR, a/(si.MICRO*si.MOL*si.ANGSTROM**2/si.METER**2))\n", "plt.xlabel('p / bar')\n", "plt.ylabel('N / 1e-6 mol/m²')\n", - "plt.legend([f\"{T/KELVIN:g} K\" for T in T_vec]);\n", + "plt.legend([f\"{T/si.KELVIN:g} K\" for T in T_vec])\n", "plt.xlim(0.05,100);" ] }, @@ -391,13 +391,13 @@ "outputs": [], "source": [ "potential = ExternalPotential.LJ93(3.0, 100.0, 0.08)\n", - "pmin = 0.2*BAR\n", - "pmax = 1.8*BAR\n", + "pmin = 0.2*si.BAR\n", + "pmax = 1.8*si.BAR\n", "solver = DFTSolver().newton(tol=1e-10)\n", "\n", - "isotherm_ethanol = Adsorption1D.equilibrium_isotherm(ethanol, 350*KELVIN, SIArray1.linspace(pmin, pmax, 51), Pore1D(Geometry.Cartesian, 15*ANGSTROM, potential), solver=solver)\n", - "isotherm_methanol = Adsorption1D.equilibrium_isotherm(methanol, 350*KELVIN, SIArray1.linspace(pmin, pmax, 51), Pore1D(Geometry.Cartesian, 15*ANGSTROM, potential), solver=solver)\n", - "isotherm_mix = Adsorption1D.equilibrium_isotherm(mix, 350*KELVIN, SIArray1.linspace(pmin, pmax, 51), Pore1D(Geometry.Cartesian, 15*ANGSTROM, potential), np.array([0.5, 0.5]), solver=solver)" + "isotherm_ethanol = Adsorption1D.equilibrium_isotherm(ethanol, 350*si.KELVIN, si.linspace(pmin, pmax, 51), Pore1D(Geometry.Cartesian, 15*si.ANGSTROM, potential), solver=solver)\n", + "isotherm_methanol = Adsorption1D.equilibrium_isotherm(methanol, 350*si.KELVIN, si.linspace(pmin, pmax, 51), Pore1D(Geometry.Cartesian, 15*si.ANGSTROM, potential), solver=solver)\n", + "isotherm_mix = Adsorption1D.equilibrium_isotherm(mix, 350*si.KELVIN, si.linspace(pmin, pmax, 51), Pore1D(Geometry.Cartesian, 15*si.ANGSTROM, potential), np.array([0.5, 0.5]), solver=solver)" ] }, { @@ -407,7 +407,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -420,12 +420,12 @@ ], "source": [ "f, ax = plt.subplots(1,2,figsize=(15,5))\n", - "ax[0].plot(isotherm_methanol.pressure/BAR, isotherm_methanol.total_adsorption/(MICRO*MOL/METER**2))\n", - "ax[0].plot(isotherm_mix.pressure/BAR, isotherm_mix.total_adsorption/(MICRO*MOL/METER**2))\n", - "ax[0].plot(isotherm_ethanol.pressure/BAR, isotherm_ethanol.total_adsorption/(MICRO*MOL/METER**2))\n", + "ax[0].plot(isotherm_methanol.pressure/si.BAR, isotherm_methanol.total_adsorption/(si.MICRO*si.MOL*si.ANGSTROM**2/si.METER**2))\n", + "ax[0].plot(isotherm_mix.pressure/si.BAR, isotherm_mix.total_adsorption/(si.MICRO*si.MOL*si.ANGSTROM**2/si.METER**2))\n", + "ax[0].plot(isotherm_ethanol.pressure/si.BAR, isotherm_ethanol.total_adsorption/(si.MICRO*si.MOL*si.ANGSTROM**2/si.METER**2))\n", "ax[0].legend(['$x_{EtOH}=0.0$', '$x_{EtOH}=0.5$', '$x_{EtOH}=1.0$']);\n", "\n", - "ax[1].plot(isotherm_mix.pressure/BAR, (isotherm_mix.adsorption/(MICRO*MOL/METER**2)).T)\n", + "ax[1].plot(isotherm_mix.pressure/si.BAR, (isotherm_mix.adsorption/(si.MICRO*si.MOL*si.ANGSTROM**2/si.METER**2)).T)\n", "ax[1].legend(['methanol', 'ethanol']);" ] }, @@ -435,7 +435,7 @@ "metadata": {}, "outputs": [], "source": [ - "equilibrium = Adsorption1D.phase_equilibrium(mix, 350*KELVIN, pmin, pmax, Pore1D(Geometry.Cartesian, 15*ANGSTROM, potential), np.array([0.5, 0.5]), solver=solver)" + "equilibrium = Adsorption1D.phase_equilibrium(mix, 350*si.KELVIN, pmin, pmax, Pore1D(Geometry.Cartesian, 15*si.ANGSTROM, potential), np.array([0.5, 0.5]), solver=solver)" ] }, { @@ -455,7 +455,7 @@ }, { "data": { - "image/png": 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\n", 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fAzrakT2w8H/g30/AmrmwfTEc3gHVVSH8Ci7nr4ZPfgtzroHkTPjRp8FdSh8Tb78UPF549ftQWRr+WiPBjkVwaBsMv7l5jqfhrlwqkNEyN5zi6b8HdbTifFj43yc/74mF9v3sSJBOQ6HreZDWy7acWrKi/fDGD2H7pzB0ih314o0Lfn8pWbYFP+caeP8uuPzp8NUaKVbOtlPxNsVcMqei4a5cqgnPRp1Cx8Fw/zLbP1ycD4W7bD9z/ibYt9bO7rfqebttQgZkn29/ek6ANl2btdQm9/VH8OaP7cVIk58K31DGXhPggrtg0R/sl+SQG8Oz30hQuNsuyjHiR+D1Nc8x49rYicmUcpnmDXewoxs8yXZ61nY9TnzNGPsn944lx37Wv2FfS+sDvS6yP13OheiYZi89LCpKYMFDsPQpO3Z96ruQ0Te8xxhzL+xcBv+8EzoNg4yzwrt/p3z+NzsdwMjpzXfMuDawf13D2ykVYZo/3M9ExAZ+ux4wfKoN+wNb4ev59oTj5zNtKMYk2smiek6wP6mdna48MN8sgPd+Zs8z5EyDix+yfeXhFuWBq5+Fv54P/5gKP/yk6a7ibC7lR2HFbOg7GdpkN99xtVtGuVRkhXt9IpDe2/6cc5v9D759EWz90HZrbHrPbpfW24Z8j/GQfV5o/dZN4cBWOw594zvQtgdMfQ+6jW7aYyZ1gKtmwotX2XHzV7i8/331S1BeCOfe3rzHjWsDFUft9Qdu/WtRtUqRHe71xSbCWZfaH2NsX/3XH8M3H8MXf4dlf7YnZ7PPs0Hfczykn+Xcidn962Hpn+HLufYLZ8y9cN4dzffl02McXPAfsOj39jNxa/97dSUsexo6j4KsnOY9dlyqvS0rgMSM5j22UiFwV7gfT8T2VWf0hXN/avuyv/3MBv3XH8OH99mf+HY2FLqMgi7n2JO6TdkCKyuETe/bQN/+KUTHwdk/sCGb6MAVumPugZ1L3d3/vmYOFOyEyx5t/mMff5WqhrtyEfeGe30x8XakSK8J9nHBLti2wJ5Y3LkUNv/TPh/tg/YDoMMAe9t+gP2CqG2hNVZVuT3htuPfsGMxbPsUqsshpQuMf8COx45vG47fMDhu73+vqoBFj0Bmju16a246BYFyqZYT7vWldraXp9deol603y7usHMZ7F1rV/BZOfvY9rEp9j2pXWx/dWwyxCbZWxF7sZG/yv4nLzlg93dgCxzebkdwALTrCTm3wICrIevsyBmnf3z/+7t32LHwkVJbQ1a/aIfMfvdxZ2rWcFcu1XLDvb6k9vbCl9qLX4yxV8zuX2cv+a8dc3/4W7sgRvkRO7VufRJlp4JNzID2/W2QZ/SFrufaEI1UPcbBuF/CJ/9lz0NccJfTFTWs/Kgdr995pK3fCRruyqVaT7jXJwIpmfan9yWn3qayzI6UABvqEmVb8qeaodENRt9pT0J/8l92Xpa+33W6ojNb8ico2munVXDqLw0Nd+VSLk2pZuL12dV4EtJsv3lcqnuDHWxATn4SMofDG9Nt91SkOrwDPnvSLsbReYRzdcQm2y91DXflMi5OKhUUbxxc/7+2RTrnWji03emKTmYM/Os+ezJ4woPO1hIVZeey0XBXLqPh3holdYApb9hRPS9eaU8OR5L1b9oL1C78f5Dcyelq7FQZZUecrkKpRtFwb60yzrKrOB3Ng5euhtICpyuyjubbGS07DYNzfup0NZYvxV6/oJSLaLi3Zlk5cP1L9iTri1dAySFn6/H77Xqw5UVwxZ+bdgm9xohNtqOnlHIRDffWrsc4uH4O7N8Az3/Xrk/qlM8ehy3z4OLfhn+mzFBoy125kIa7skNBb5gLB7+B5y61Y/2b2zef2MnV+l0BI5pxSt9A+FK0z125TiDL7M0SkTwRWXfcc21FZL6IbK25bdO0Zaom13M8THkNivbBs+Nh1xfNd+y9a+GVm+z89pOfjLyrZ7XlrlwokJb7bGBivefuAT42xvQCPq55rNwu+3z4wUd27pnZl8GXrzT9MfM22WUBfan2y8WX3PTHbCxfClQU2SkolHKJBsPdGLMIqH+m7XKgZj08ngeuCG9ZyjHpveEHn9gLnd6cDm/VzKPfFPZ+CbMvtfdveiMyhj2eSmzNF46eVFUuEmyfe3tjzN6a+/uA9qfbUESmi8gKEVmRn58f5OFUs0poZ5f/u+A/7HS7My+E7YvDe4x1r8OsieCNh1s+sNMhRCpfir3VrhnlIiGfUDXGGMCc4fWZxpgcY0xOeroD85mr4Hii7URjU9+xi2U8P8lOWVCwM7T9lhbAOzPgtWnQYZDtBqq/lm6kqe0q0pOqykWCDff9ItIRoOY2L3wlqYjS7QL4v8tg9F32ytEnhtlpg/M2NW4/lWWwfCY8PcJO43vuDPvXQSTPpFlLW+7KhYK9SuQdYCrwcM3t22GrSEWemHgYf7+dq37Jn2DVC3Yu/Mzhdgrl7NF20ZP6K1yVF8HulXZlqnWv23nwO4+CG1+FTkOc+E2Co33uyoUaDHcRmQuMAdJEJBd4ABvqr4rIrcC3wHVNWaSKEClZcNkf4cJ74KtXYc1cmP8r+5pEQXJWTReG1Cxosg8wdvWr3pfY5QazR0feUMeGaMtduVCD4W6MueE0L40Pcy3KLRLT4Zzb7E/RPtixxC54cngHVBTblak6DYaUznZ5vM4jInOIY6Dqwl1b7so9ImTyDuVaSR1g4DVOV9G0artltOWuXESnH1CqIZ5oiEnUPnflKhruSgUiNhnKCpyuQqmAabgrFQidX0a5jIa7UoHQ1ZiUy2i4KxUIbbkrl9FwVyoQuhqTchkNd6UCoS135TIa7koForbP3Zx2jjylIoqGu1KB8KWAvxIqS52uRKmAaLgrFYjaKQi03125hIa7UoHQKQiUy2i4KxUIX6q91XBXLqHhrlQgfNpyV+6i4a5UILRbRrmMhrtSgdATqsplQgp3Efm5iKwXkXUiMldEfOEqTKmIootkK5cJOtxFJBOYAeQYYwYAHuD6cBWmVETxxoN4tOWuXCPUbploIE5EooF4YE/oJSkVgUR0ZkjlKkGHuzFmN/AIsBPYCxQaYz6sv52ITBeRFSKyIj8/P/hKlXKaTh6mXCSUbpk2wOVAN6ATkCAiU+pvZ4yZaYzJMcbkpKenB1+pUk7zJetoGeUaoXTLTAC2G2PyjTGVwBvAueEpS6kI5EvVbhnlGqGE+05glIjEi4gA44GN4SlLqQik3TLKRULpc18OvAasAr6q2dfMMNWlVOTRE6rKRaJDebMx5gHggTDVolRki02Gcu1zV+6gV6gqFShfMpQXgd/vdCVKNUjDXalAxSaD8UPFUacrUapBGu5KBUrnl1EuouGuVKB0fhnlIhruSgWqdtpfbbkrF9BwVypQtd0y2nJXLqDhrlSgtOWuXETDXalA1fW5FzhahlKB0HBXKlDaLaNcRMNdqUBF+yDKq90yyhU03JUKlC7YoVxEw12pxtCZIZVLaLgr1RjaclcuoeGuVGPE6mpMyh003JVqDF+KdssoV9BwV6oxfCnaLaNcQcNdqcbQE6rKJUIKdxFJFZHXRGSTiGwUkXPCVZhSEUkX7FAuEdIye8DjwDxjzDUiEgPEh6EmpZpFaUU1r63cxUcb88grKqdbWjxTRnXl3B5pp39TbDJgoKLo2BWrSkWgoMNdRFKAC4CbAYwxFUDFmd5TXunn67yjeKIEjwgi2PtRNfdF6h7HeT1Ee7TXSDWNeev28qu315NXVE6P9AS6tkvg8+2Hef+rfcwY15OfX9QbETn5jXXzyxRquKuIFkrLvRuQDzwnIoOBlcAdxpji4zcSkenAdICYDj2Z8OinAR/A6xF8Xg/xMR7ivB58Xg9xMR4SY6NJifOSEuclNb7mNi6G5JrHbRNiSEuMJTXOS1TUKf6DqlarosrPg++u53+X72RAZjJP3TiMEd3aAlBWWc2v3l7HE598TXqyj5tGdT15Bzq/jHKJUMI9GhgG3G6MWS4ijwP3APcfv5ExZiYwE6BX/8HmkeuH4DcGvx+qjcHvN/bWYO/7DVV+P2WVfkorqymtqKassprSympKKuzjorIqcg+XUlhaSWFpJdV+c+oCo4R2iTbo0xJjSU+KrbkfQ3pSLOmJsaTV3KboF0GLV1xexY9fWsnirQf40QXdufPiPsREH/vr0Of18LurBpFXVM5v39vAmN7pdG5br6dRp/1VLhFKuOcCucaY5TWPX8OG+2mlxHm5fEhmCIc8mTGGo+VVFJRU1oX9oeIKDhwtJ7+onANHyzlw1D7esr+IA0fLqaw++cug9oug9gvg+OCvvU1Psl8UKXHeU//J3oyqqv0UllZSUFpZ87tXUFBSSXF5FfEx0ST5oumUGkeP9ETiYjyO1hoJDhVXcMvsL/gqt4DfXzOI63I6n3I7T5Twu6sGMu6RT3l43iaevnHYiRvoUnvKJYIOd2PMPhHZJSJ9jDGbgfHAhvCVFhgRIcnnJcnn5dT/XU9kjOFIaRX5J4T/sfv2toJNe+0XQdUp/iqI8USd8EWQEuclMdYGapLPS6IvmmSffRwb7SE6Soj2RBHjiSLaI3g9QrUfKqv9VPkNVdV+Kqr9lFf5OVJayZGyKorKKjlSWsWRspovrZJKCmoCvLCkkqLyqgA/H+jfKZnRvdK5bGBHBmS2vn7i3QWl3PT35ew+XMrfbsrhon7tz7h9x5Q4bjkvm798+g07DhSTnZZw7MVYXSRbuUOoo2VuB+bUjJTZBtwSeklNS0RIifeSEu+lZ0biGbf1+w2FpZV1oZ9f81fA8V8E+4+UsTWviKKyKorKqk7bRRQMr8d+caXG2XrTE2PpnZFESrw9x5Aaf9w5h/gYUuO8xMd6KK2o5khpFTsPlbB5fxHLth3kmUXb+MvCb+jfKZlbz+/G5MGdWsUJ6637i/j+rM85Wl7FC9NGMLJ7u4Ded/O52Ty7eDvP/Xs7v758wLEXjj+hqlQECyncjTFrgJzwlBJ5oqKENgkxtEmIoVf7pAa3N8ZQVumnqMy2rIvKqiivrKbKb6io9lNVbVvplX6DR6SuFR8dZVv0sdEeUuKiSfZ5SY7zEhsdFVL3z8CsFC6jIwCFJZW8/eVu5izbyS9e/ZLHP97KbWN6ctWwzBYb8qt2Hmba7C/weqJ4Zfo59OuUHPB7M5J9XNy/PW9/uYf7Lut3rG8+VsNduUOoLXd1HBEhLsaO6Mlwuph6UuK9fP+cbKaM7Mr8jft58pOt3P36Wv688Gt+flFvJg3qhKcFnVBesCmPn8xZSftkHy9OG0mXdo2/BOPqYVm8t3YvCzfncXH/DvZJrw88sdotoyJey2yyqdOKihIu6d+Bd396Ps98Pwef18MdL6/hO48vYt66fRgTvm4lp7y+MpcfvLCCnhmJvPbjc4MKdoDRvdJIjfcyb/2+E1/QaX+VC2i4t1IiwkX92vP+jNE8ecNQqvyGH7+0kslP/ZsFm/NcGfLGGJ5e8DV3/uNLRnVvy9wfjiI9KTbo/UV7ohjTO51PN+efeC5F55dRLqDh3spFRQnfHdyJD392AY9cO5jDJRXc8twXXPvXpSz95qDT5QWspKKK2+eu5g//2szkwZ2YdfPZJPm8Ie937FkZHCyu4MvcgmNPastduYCGuwJsK/Wa4Vl8cucYfnvFAHYdLuGGZ5Yx5dnlrNp52Onyzmj7gWKu/stS/vnVXu75zlk8fv0QYqPDM7b/wt7peKKEhZvyjj2pLXflAnpCVZ0gJjqKKaO6cs3wLOYs38mfF3zNVX/+jPFnZfDzi3pH1Dh5YwxzP9/Ff723gVhvFM/dfDZj+oT3VHZqfAwDMlNYtu3QsSd9yXBgf1iPo1S4abirU/J5Pdx6fjeuP7szsz/bwd8+/YZJTy5hVPe23HxuNyb0zXB0COW2/KM88M56Fm89wOheafzhmsF0SPE1ybFGZLfh+c++payyGp/Xowt2KFfQcFdnlBAbzW1jezJlVFde/nwnLyz9lh+/tJLM1DhuHNmFq4Zl0jElrtnqOVxcwd8WbePvS7bhi/bw68n9uWlU1yadF2hEt3Y8s3g7a3ML7SRjsbrUnop8Gu4qIClxXn50YQ9uPb8bH23MY/Zn2/nDvzbzyIebOad7O64Ymskl/TuQEhf6ScxT2VtYyuzPdvDS0m8prqjmqmGZ3PudviGNhglUTtc2AHy+/aANd18yVBwFfzVE6bw9KjJpuKtGifZEMXFAByYO6MC3B4t5c/Vu3ly9m7tfW8t/vvEVw7u2YdxZGVzQO53e7ZNCujDqcHEFi7bm88aq3Szemo8BJg3qxE/H9qRPh4avGA6XNgkx9G6fyMpva04sHz8zZFybZqtDqcbQcFdB69ougZ9N6M0d43uxelcBH23Yzyeb8vjdB5v43QebSIjxMLhzKgOzUuielkB2uwQ6pcaREu8lKTa6bmqFiio/eUVl7D9SzvYDxazbXciaXQWszS3Ab6Bjio/bxvbk2uGdg74gKVQDM1P5dEs+xhjk+JkhNdxVhNJwVyETEYZ1acOwLm24e+JZ7CkoZfn2g6zeWcDqnQXMWrL9pGmWo2pW4aryG+pfLxXn9dCvUzI/HdeLMX3SGZyV6vjUCAMzk3l9VS77jpTRUeeXUS6g4a7CrlNqHFcOzeLKoVmAnXt+T0EZ2w8Ws7+w7NgiK8bgjRK8nijSk2Jpn+yjc9t4uqUlOB7m9Q3MSgXgq9xCOsbptL8q8mm4qyYX7YmiS7t4x7pUwqFfx2SiBNbtLuTiAbpgh4p8eoWqUgGIi/HQKyOJtbsLdak95Qoa7koFaEBmCut2F+oi2coVQg53EfGIyGoReS8cBSkVqfp1Srbr8VbVjK0v1xOqKnKFo+V+B7AxDPtRKqL1qVmNa0t+OUT7dLSMimghhbuIZAGXAc+GpxylIlfvDnbN3c37i3R+GRXxQm25PwbcDfhDL0WpyJaeGEubeC9b9hfptL8q4gUd7iIyCcgzxqxsYLvpIrJCRFbk5+cHezilHCci9GqfxJb9R3XBDhXxQmm5nwdMFpEdwMvAOBF5qf5GxpiZxpgcY0xOenp6CIdTynl92iexZV8RRlvuKsIFHe7GmHuNMVnGmGzgeuATY8yUsFWmVATq3SGJovIqyjwJ2nJXEU3HuSvVCLUjZg5Xx+loGRXRwhLuxpiFxphJ4diXUpGsd3s7Yia/0qfdMiqiactdqUZIjY8hLTGWfeUxUFkC1ZVOl6TUKWm4K9VI3dMT2Flas15r6WFni1HqNDTclWqkHukJfHM0xj4oOeRsMUqdhoa7Uo3UPS2RXeW1LXcNdxWZNNyVaqQeGQkUmJo1XEsOOluMUqeh4a5UI3VPS+SwsaNmtFtGRSoNd6UaKatNHEc9NS137ZZREUrDXalGivZEkdG2LZXi1Za7ilga7koFoUdGIoUkactdRSwNd6WC0D09kQP+BPzFGu4qMmm4KxWE7mkJHPYnUVF0wOlSlDolDXelgtA9PZHDJFJdrEMhVWTScFcqCD3SEygwiYhOP6AilIa7UkFIjY+hzJtCbGUhGON0OUqdRMNdqSB5EtvhoVqn/lURScNdqSD5ktvbO8V6UlVFHg13pYKUmNYJgKMH9zhciVInCzrcRaSziCwQkQ0isl5E7ghnYUpFurQOnQHYv3enw5UodbLoEN5bBdxpjFklIknAShGZb4zZEKbalIpomVndACjI2+VwJUqdLOiWuzFmrzFmVc39ImAjkBmuwpSKdB07dqLKRFF6aK/TpSh1krD0uYtINjAUWH6K16aLyAoRWZGfnx+OwykVETzR0RRGpVJdtM/pUpQ6ScjhLiKJwOvAz4wxJ40JM8bMNMbkGGNy0tPTQz2cUhGlJKYd0SXaaFGRJ6RwFxEvNtjnGGPeCE9JSrlHVXwGSVWHKKmocroUpU4QymgZAf4ObDTGPBq+kpRyj+iUDqRLIdvyi50uRakThNJyPw+4CRgnImtqfi4NU11KuUJC206kUcjW/YVOl6LUCYIeCmmMWQJIGGtRynWS07OIlmp279kDw7o4XY5SdfQKVaVCEF0zBcHBfXohk4osGu5KhSLFXqVadkDDXUUWDXelQpFqu2K8RbsoLtcRMypyaLgrFYqEdKo9sWRJPhv36tS/KnJouCsVChFMSheyJJ91u3XEjIocGu5KhcjTtivZngOs26MtdxU5NNyVCpGkdqFz1AHWa7irCKLhrlSoUruQ5D/C3v37KausdroapQANd6VCl9YHgO5ml7beVcTQcFcqVO37AdAnahfLtx90uBilLA13pUKV0gViEhmZsI9l2w45XY1SgIa7UqGLioKMvgyO2cOKHYeorPY7XZFSGu5KhUVGPzLLt1FaUcmaXQVOV6OUhrtSYdF5JDGVhfTz7GXeOl12TzlPw12pcMg+H4AbO+zk/a/24vcbhwtSrZ2Gu1Lh0KYrtOnGRVEr2VtYxqdbdV1V5SwNd6XCZeC1pB9YxqDkYv6y4BuM0da7ck6oC2RPFJHNIvK1iNwTrqKUcqUhNyISxSMZ8/h8xyH+sSLX6YpUKxb0Mnsi4gGeBi4CcoEvROQdY8yGcBWnlKu07QYjptN72Z/5fXoCf3qzgH2FOVw5rDMdU3xEe/QPZdV8gg53YATwtTFmG4CIvAxcDmi4q9Zrwq+haC/XrX+B62JeoGpxFNWLPVQBlQgGwXbW6PLDqmmFEu6ZwK7jHucCI+tvJCLTgek1D8tFZF0Ix2xJ0oADThcRIfSzOEY/i2P0szimT2PfEEq4B8QYMxOYCSAiK4wxOU19TDfQz+IY/SyO0c/iGP0sjhGRFY19TyidgLuBzsc9zqp5TimllMNCCfcvgF4i0k1EYoDrgXfCU5ZSSqlQBN0tY4ypEpGfAv8CPMAsY8z6Bt42M9jjtUD6WRyjn8Ux+lkco5/FMY3+LEQvtFBKqZZHB94qpVQLpOGulFItULOEu05TYIlIZxFZICIbRGS9iNzhdE1OExGPiKwWkfecrsVJIpIqIq+JyCYR2Sgi5zhdk1NE5Oc1/z/WichcEfE5XVNzEpFZIpJ3/DVBItJWROaLyNaa2zYN7afJw/24aQq+A/QDbhCRfk193AhVBdxpjOkHjAJua8WfRa07gI1OFxEBHgfmGWPOAgbTSj8TEckEZgA5xpgB2MEa1ztbVbObDUys99w9wMfGmF7AxzWPz6g5Wu510xQYYyqA2mkKWh1jzF5jzKqa+0XY/8CZzlblHBHJAi4DnnW6FieJSApwAfB3AGNMhTGmwNGinBUNxIlINBAP7HG4nmZljFkE1F+M93Lg+Zr7zwNXNLSf5gj3U01T0GoDrZaIZANDgeUOl+Kkx4C7gda+6Gg3IB94rqaL6lkRSXC6KCcYY3YDjwA7gb1AoTHmQ2erigjtjTF7a+7vA9o39AY9oeoAEUkEXgd+Zow54nQ9ThCRSUCeMWal07VEgGhgGPAXY8xQoJgA/uxuiWr6ki/HfuF1AhJEZIqzVUUWY8evNziGvTnCXacpOI6IeLHBPscY84bT9TjoPGCyiOzAdtWNE5GXnC3JMblArjGm9q+417Bh3xpNALYbY/KNMZXAG8C5DtcUCfaLSEeAmtu8ht7QHOGu0xTUEBHB9qtuNMY86nQ9TjLG3GuMyTLGZGP/TXxijGmVLTRjzD5gl4jUzvw3ntY7dfZOYJSIxNf8fxlPKz25XM87wNSa+1OBtxt6Q3PMChnMNAUt1XnATcBXIrKm5rn/NMa871xJKkLcDsypaQBtA25xuB5HGGOWi8hrwCrs6LLVtLJpCERkLjAGSBORXOAB4GHgVRG5FfgWuK7B/ej0A0op1fLoCVWllGqBNNyVUqoF0nBXSqkWSMNdKaVaIA13pZRqgTTclVKqBdJwV0qpFuj/A8WbeL8t9n7IAAAAAElFTkSuQmCC", "text/plain": [ "
" ] @@ -467,7 +467,7 @@ } ], "source": [ - "plt.plot(equilibrium.profiles[1].r/ANGSTROM, (equilibrium.profiles[1].density/(KILO*MOL/METER**3)).T)\n", + "plt.plot(equilibrium.profiles[1].r/si.ANGSTROM, (equilibrium.profiles[1].density/(si.KILO*si.MOL/si.METER**3)).T)\n", "plt.legend([\"Methanol\", \"Ethanol\"])\n", "plt.xlim(0,10)\n", "plt.ylim(0,17)" @@ -495,8 +495,8 @@ "source": [ "rho = 3.0e4\n", "potential = ExternalPotential.LJ93(3.0, 90, 0.08)\n", - "s = State(func, 350*KELVIN, density=rho*MOL/METER**3)\n", - "profile = Pore1D(Geometry.Cartesian, 20*ANGSTROM, potential).initialize(s).solve(solver=solver)" + "s = State(func, 350*si.KELVIN, density=rho*si.MOL/si.METER**3)\n", + "profile = Pore1D(Geometry.Cartesian, 20*si.ANGSTROM, potential).initialize(s).solve(solver=solver)" ] }, { @@ -507,7 +507,7 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, "execution_count": 19, @@ -516,7 +516,7 @@ }, { "data": { - "image/png": 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\n", 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", 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" ] @@ -528,8 +528,8 @@ } ], "source": [ - "plt.plot(profile.r / ANGSTROM, (profile.density / (MOL / METER**3))[0] / 5000)\n", - "plt.plot(profile.r / ANGSTROM, profile.external_potential[0])" + "plt.plot(profile.r / si.ANGSTROM, (profile.density / (si.MOL / si.METER**3))[0] / 5000)\n", + "plt.plot(profile.r / si.ANGSTROM, profile.external_potential[0])" ] }, { @@ -546,8 +546,8 @@ "outputs": [], "source": [ "potential = ExternalPotential.DoubleWell(3.0, 25, 150, 0.08)\n", - "s = State(func, 350*KELVIN, density=rho*MOL/METER**3)\n", - "profile = Pore1D(Geometry.Cartesian, 40*ANGSTROM, potential).initialize(s).solve(solver=solver)" + "s = State(func, 350*si.KELVIN, density=rho*si.MOL/si.METER**3)\n", + "profile = Pore1D(Geometry.Cartesian, 40*si.ANGSTROM, potential).initialize(s).solve(solver=solver)" ] }, { @@ -558,7 +558,7 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, "execution_count": 21, @@ -567,7 +567,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -579,8 +579,8 @@ } ], "source": [ - "plt.plot(profile.r / ANGSTROM, (profile.density / (MOL / METER**3))[0] / 5000)\n", - "plt.plot(profile.r / ANGSTROM, profile.external_potential[0])" + "plt.plot(profile.r / si.ANGSTROM, (profile.density / (si.MOL / si.METER**3))[0] / 5000)\n", + "plt.plot(profile.r / si.ANGSTROM, profile.external_potential[0])" ] }, { @@ -624,7 +624,7 @@ "kernelspec": { "display_name": "feos", "language": "python", - "name": "feos" + "name": "python3" }, "language_info": { "codemirror_mode": { diff --git a/examples/pcsaft/fea_adsorption.ipynb b/examples/pcsaft/fea_adsorption.ipynb index 9196c8d2d..e19ae4add 100644 --- a/examples/pcsaft/fea_adsorption.ipynb +++ b/examples/pcsaft/fea_adsorption.ipynb @@ -8,7 +8,7 @@ "source": [ "from feos.dft import ExternalPotential, HelmholtzEnergyFunctional, Adsorption1D, Geometry, Pore1D, State\n", "from feos.pcsaft import PcSaftParameters\n", - "from feos.si import ANGSTROM, KELVIN, BAR, NAV, KILO, METER, MOL, SIArray1\n", + "from si_units import ANGSTROM, KELVIN, BAR, NAV, KILO, METER, MOL, linspace\n", "\n", "import pandas as pd\n", "import numpy as np\n", @@ -76,7 +76,22 @@ "cell_type": "code", "execution_count": 3, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_2498554/267063123.py:30: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\\s+'`` instead\n", + " structure_df = pd.read_csv(os.path.join(struct_param,'{}.dat'.format(self.name)),names=['x','y','z','Type'], delim_whitespace=True)\n", + "/tmp/ipykernel_2498554/267063123.py:33: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\\s+'`` instead\n", + " forcefield_df = pd.read_csv(filename,names=['Type','sigma','epsilon','mass'], delim_whitespace=True)\n", + "/tmp/ipykernel_2498554/267063123.py:41: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", + " sigma_ss[i] = forcefield_df.sigma[forcefield_df.Type==structure_df[\"Type\"][i]]\n", + "/tmp/ipykernel_2498554/267063123.py:42: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", + " epsilon_k_ss[i] = forcefield_df.epsilon[forcefield_df.Type==structure_df[\"Type\"][i]]\n" + ] + } + ], "source": [ "structure = SolidStructure('LTA')\n", "coordinates, sigma_ss, epsilon_ss = structure.read_structure()\n", @@ -94,8 +109,8 @@ "text": [ "6.84534814234455 3220\n", "[5.9595, 5.9594999999999985, 5.9595]\n", - "CPU times: user 328 ms, sys: 3.58 ms, total: 331 ms\n", - "Wall time: 331 ms\n" + "CPU times: user 410 ms, sys: 8.46 ms, total: 419 ms\n", + "Wall time: 418 ms\n" ] } ], @@ -140,7 +155,7 @@ "metadata": {}, "outputs": [], "source": [ - "isotherm = Adsorption1D.adsorption_isotherm(func, 298.0 * KELVIN, SIArray1.linspace(1.0e-3 * BAR, 5.0 * BAR, 51), pore)" + "isotherm = Adsorption1D.adsorption_isotherm(func, 298.0 * KELVIN, linspace(1.0e-3 * BAR, 5.0 * BAR, 51), pore)" ] }, { @@ -151,7 +166,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 8, @@ -160,7 +175,7 @@ }, { "data": { - "image/png": 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\n", 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", "text/plain": [ "
" ] @@ -195,7 +210,7 @@ "kernelspec": { "display_name": "feos", "language": "python", - "name": "feos" + "name": "python3" }, "language_info": { "codemirror_mode": { diff --git a/examples/pcsaft/parameter_adjustment/adjust_kij.ipynb b/examples/pcsaft/parameter_adjustment/adjust_kij.ipynb index 14c45ee4d..e45a5976e 100644 --- a/examples/pcsaft/parameter_adjustment/adjust_kij.ipynb +++ b/examples/pcsaft/parameter_adjustment/adjust_kij.ipynb @@ -33,8 +33,8 @@ "from scipy.optimize import least_squares\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", + "from si_units import BAR, KELVIN, KILOGRAM, METER\n", "\n", - "from feos.si import BAR, KELVIN, KILOGRAM, METER\n", "from feos.eos import EquationOfState, PhaseDiagram\n", "from feos.pcsaft import Identifier, IdentifierOption, PcSaftParameters, PcSaftRecord, PureRecord\n", "from feos.eos.estimator import Estimator, Loss, DataSet, Phase\n", @@ -177,11 +177,11 @@ "text/markdown": [ "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", "|-|-|-|-|-|-|-|-|-|-|-|-|\n", - "|2-propanol|60.058|3.95902|2.93004|198.97045|0|0|0.03508|1898.4667|1|1|0|\n", - "|2,2,4-trimethylpentane|114.141|3.13984|4.08786|249.78239|0|0|0|0|0|0|0|" + "|2-propanol|60.058|3.95902|2.93004|198.97045|-|-|0.03508|1898.4667|1|1|0|\n", + "|2,2,4-trimethylpentane|114.141|3.13984|4.08786|249.78239|-|-|-|-|0|0|0|" ], "text/plain": [ - "" + "" ] }, "execution_count": 5, @@ -203,7 +203,7 @@ "outputs": [ { "data": { - "image/png": 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1QWpujDEXLeB7H8Q2ieW6vyvH/XqxE7W+f5b9biajRihj/epcy5Tl2HdPsz4KHDf1SD7KKQyNAoEs64MZ26c7DmBPOgiBHfZbRH4MXCki4Wx9iKbOfDuVU3OktUNKKaXUIlZOYagT21Q2VXrddBOw9WBrlLK1B3dh+xs1YMcmKEvl1F9ATdB/F6WUqg7lNB3HU8BJIhKesv48Z5l1PARjTNI59oQsm1dg+xHl0o65YHTOoPKk/y5KKVUdyikM/RjwAe9Nr3BGpL4ceMgY0+GsWyUiJ0059g5gpYi8JuPYeuBtwMPzNF+KUkoppSpQ2TSTGWMeEZE7gOtFpA3b6/1d2F7n787Y9RbgAmzzV9o3sSHqv0XkBuzcKVdge5d/pOSFV0qpBTYfzboVetu9UrMqp5ohsPOa3OQsv4qtKXr9bOMuGGNGgAuBn2HHGfo80A+8utjzvCilVDlayGZdbS5Wla5saobAjjgNfMh5TLfPK6ZZfxg7watSSlWUYo1XVMr3V2oxK6swpJRS1Wihm5h0DCJV7cqtmUwppZRSal5pGFJKKaVUVdMwVAZy6QtQyv4CKjv9d1FKqeqgfYbKwEL3F1DZ6b+Lqha53JY/m8y+RaOjMbzeYP1cy6XUfNEwpJRSVa5Ed5LlNPHnYiIiqRx3XWOM2VvKsgCIyHXAa4G1QA2wF/gR8CVjzHDGfpuBjwFnA8uwQ9M8BVxjjHk4y3lfAlzv7D8A3IadtX4kx3JdgZ29fg2wH7jJGPP1HI57N/A94CxjzFMZ65uB+4B1wOuMMb/PpRyZNAwppdQisNC35yvg+OFdrsIOHHz1lPVH56U0cA7wJ+AH2EnNN2EHIr5QRC40xqTD2zpsHvg2dp7QRuCdwO9E5HXGmN+kTygiZwL3As9iZ65fgQ02a4E3zVYgEfk74N+xM0d8BTgf+JqIBI0xX873A4rIEuC3wHrsuIR5ByHQMKSUUovCfDTrXn/DGwG93X46xphbM1+LyFuBlqnr57E8fzF1nYjsBr6MDUpbnP1uw9buZO73TWA3cCXwm4xNnwO6gVcYY4acffcC3xaRVxpj7puuPCISAq4DfmaMeZuz+tsi4gY+JSLfMcb05/r5RKQR+DUgwBuNMQ/meuxUGoaUUkrlpBh9i0ph+7s9h4HWWXbr2nhzYvl8lKfM7XOWjTPtZIwZEZGjmfs5c36+BvjXdBBy3ALcgJ0PdNowhJ0pohn4xpT1X8fWRL0O24w3K6csvwJOBf5yphCWCw1DSimlclKOQcgxWxDKdZ8FJyJNgCeHXUdy6aMjIh6gCfADpwHXYvsEbcmybx0QwAaWdzn7X5Oxy+nY3DDpWGNMVESeAs6apTjp7VPf+3Eg6WzPJQzVYYPQJuCizGa8QuUVhpwqrr8CjDHmkbm+uVJKKaUmeRLbz2g2nwE+ncN+JwPbMl4b4M3GmL4s+34PuMR5HsX27flcxvY2Z9mZ5dhO4M9mKUsbEDHG9GSudMJUN9A+y/FpP3DOdbEx5pc5HjOjfGuGItgOVlcCGoaUUkqp4nonEMphv905nm8PtmmrFnix87xumn0/A/wHtlP0pdhaIh/2dz8Z5YocfyhjzF7uEDZkZZPL8Wmt2A7hB3Lcf1Z5hSFjTFJEDgA6foRSSilVZMaYh4p8vmHs3VYAPxORJ53l2caYrVP23YZTiyQit2Kbs24G3ursMuosA1neKpixfTqj0xyb6/FpfwvcBPxKRF5qjMk1GE6rkD5D3wcuFZGbjDHZ0qFSSql5lEqlSCRSxGIJIqMxRkZjjIzEGBuNMToaY3QsxthInLGxGGOjcUZH40QiMSKRONFoApcLUrmOkKNKSkSWklufoaEpnZhz9VNs/5x3AFun28kYExORnwEfF5GQMWaUieaxtiyHtAEds7x3J+AXkSWZTWUi4sf2U5rt+LRtwBuxd7n9xglEh3M8NqtCwtDDwMXAUyLyDWAHcFwnLmPM7+ZSMKWUqhQ2jCSJx5PEYgmikQRjY3EikTiRSIJoNE40EicaSRCN2kcsZtfHYvaYuLOMxZLE4wni8SSJRJJEIkUiniSRtM+TiRTJZJJkMkUqBcmkpphF5jGK22doKj82bDXksG8IO3hmHbbW5hkgDmwGfpLeyQkzZwL/Ncv5nnKWm7G3xJPx2p2xfVbGmIdF5BLgLmwN0QXT9IPKSSFhKLPX9k3A1P8TXc66XJKtUkrNWTqM2JCRJO6Eimg0zthYnNHRGJFRWzMSiSaIRuLjtSLRaIJYNDEeZOJxG2oS8STxRJJkIkUiaZfJVMqGECeIpFKpiqtRcbnA7Xbj8bjwet14vW58Pg8+vwd/wEsw4CEQ9BIK+gjV+KgN+wmHAzQ2hfjWN/600MWvBkXpM+Tceh7J0oJzBfb39OMZ+y41xhzNcvxfAQeMMUcAjDH9IvJbbOvQ5zJqpi4FwtiBFNPH1wCrgGPGmGPO6vuAHuDvmRyG/i8wBNwz66fOYIz5pYi8C/hP4Oci8lqnBitvhYShywt5I6VUdUulUsRjSSJRW0MSSQeSSGLSujGniWdkJDpeuxIdixOJOaElliAWd2pLErbGJJVc6E9XGJcLXC6XXbpduF0u3G4XHo8Lt8eNx2NDi8fjnhRcvD43fp8NL/6Ah2DASyDgJRjyEQx5CQZ91IR8hEJeQjV+AkEvPp8Ht7vqZsioOEXsM3Q28EMRuQ3Yjv19/zJs/58ngMyBIG8TkTFsy89hYCX2d/0KbHNapo85+z0gIt9x9vkAcI8x5rcZ+50L3E9GDZYxZlREPgF8XURuxwai84H/DfxzITU7xpgfOqNQfw34sYi82RgTz/c8eYchY8z38z1GKVW5UqkUsViS0dHYeJ+TyJjT/2Qs7jyc9U6YGRuLj/dZGYvEiEZsTU25SYcRt9uF2+PC454cQrxe96Qg4vW68fo8+LxufH7PRI1K+uHz4A948PmdcBLw4g96CAS8BPw2uKTP6XJVXjDJZcqPBdJFDoMuzkdByshO4G7gDcDfYFtrdmFHgP7ilBqjW4HLgPdhxyTqw07jcenUUZ2NMU+IyKuBL2IHWhzA3mX+kVwKZYz5hojEsAHqzdg7wq40xny1sI8JxpivO/OTfQa4WUQuzZhqJCeuVKXV8c4jEemrq6tr2LLluLGplKo4iUSSkeEow8NRRkdsJ9vREaeDrbMcGZm8Lr1PIrGwQcbtdk005/jcTgDx2gAScMJGwEso5CUQ9BEM+agJegnW+KmpsTUl/ozw4vN58HhcFRlIKsHmzZsZHBzsN8Y0LnRZlMpFwSNQO7PcnodNke4pm1PGmM/OpWBKqeklkylGR2MMD9lwk36MTH2dfj5km5wWisuF7Y8S9BIK+ait9dtHnZ9wbYCaWts/JRj0EQqmA43dPxDw4vFM/YpRSqniyTsMOaNQ/wR4LROdpdN/XqUy1mkYUioPyWSKkZEogwMRhgYjDA5FGBqM2ucD6dcRBgcjDA9F53wXkdvtwuW291QnEvmfq6bWRzgcIFwXIBz2U1cXcF77x9fX1vqpqbUhR/urKKXKVSE1Q5/EBqHrgHuxHaTeBRzBthmGsG2PSimckDMcZWBgjP6+Mfr7xxgYGGOg33neb0PO8HDhAScQ8FJT48Mf8IzXoiSdu6vSd1NNbRFPJlOQ5f2CQS/1DUEaGoKTlpnPw2G/1tYopRaNQsLQW4E7jDGfdDosARwyxtwnIvdix0h4Nzl2plKqkiUSSQYGIvT1jNCXDjr9E8sBJ/jkW/PickFtOECdU8tSVxcgXG9rYFy4xkPO0FCE/v4xeo4N09c3mtNt3vUNAZqaamhaEmLJErtsWlJDY2OIhsYggYDO36yUqi6FfOutBL7iPE84Sz+AMSYuIj/EjhmgYUhVvGgkTm/fKH09o/T2jtLXO3k50D+WV22O1+umvt6pZWkMUl8foL4haMNOnQ09dXUBAkEvfb2jdHUNceTwIF1dQ+zcfowjR4aIz3JXls/voaWlhpaWWlqW1rKkucYJPTU0NgXxenUIMKWUylRIGBrMOG4QO6x35kyz/cDyOZZLqXmRSCTp7Rmlu3uY7mMjdHeP0NM9TG/PKH19o4wMx3I+V23YT8M0zUrpZU2Nb9IdTKlUisGBCB0dAxw60E9HxwBHugY5emSYeHz60OP1umlZWktLSy3NLTX2ufO6viGod0kppVQeCglDu4CNAMaYhIg8i206+38i4sJO1VG0mWSVmqtoJE539wjdx4ad5cTzvt7RnGp23G4XjY0hGpuCNDXV0LgkRGNTiCbn0dgYwuefucYlkUjSdXiQjkMDdHQM0Oksh4emH7fF63OzbFmY1uV19tEaZtnyMEuW1GifHaWUKpJCwtBvgfeIyFXGmATwH8DXRGQX9i6yNcBHi1hGpWaVTKbo7RnhSNcQR44McaRriKNHhuk+Nszg4OzzCbvdLhqbQjQ314w3KzUucYJOU4j6+mBed0MlEkk6OwY5eKCPgwf6OXSwn8Odg9OO1+N2u1jWGqatvZ7lbXW0ttbRujxM05IavQtLKaVKrJAw9AXgBzi30zujSQaxw2knsCNRXl+0EiqVIRpNcOzoEF1dQxzNCD7Hjs7crATg87lpbqm1gcdZppuZGptCBde0JJMpjnQNOcGnjwP7++nsGJi2PKGQj7b2Otra62k/oYG29npal4fx+bQvj1JKLYRCpuMYAsyUdV9holO1UnMWiyXoOjzE4c4BOjsGxmt8+npnvmPK43HRsjTMsmW1LG0NO2HHBp+6+kBR+tL09Y2yf28v+/b1cXB/H4cO9hONJrLuW1cXYMWqRlasaKB9RT3t7fU0NoW0T49SSpURvYdWLah0B+LODqcfTccAnR2DHD0yNGNfnmDQy7LWMMta61i2rJZlrXUsba0tel+aeDxJx6F+9u3tZd/eXvbv7aWvbyzrvjU1Pht8VjawYmUjK1c2aGdmpZSqAHOZjiMAvAJY66zaDTxojMn+m0JVvXg8yZGuofHgc7hj9g7EtWE/bW22GcmGnzDLloUJ1xWnlmeqgf4x9u2bCD4HD/Rnbe7y+dysWNXIqlWNNvisaqRpidb4KKVUJSooDInIZdhmsSYmT8XRJyIfMMbcXJziqUqVSqU4dnSY/fv6OLC/jwP7e+k4NDDt4INut4uly8K0tdfR3l5Pm/MoVtPWdGXsPjbCnt3d7Nndw+5dPfR0j2Tdt2lJiBNXN40/2trr9W4updQkIpLroGNrjDF7S1kWABG5DjtjxFqgBtgL/Aj4kjFmeIbjPoydlX6rMebMLNtfgu0bfDZ21vrbgI8YY7J/gR5//BXAB7E3XO0HbjLGfD2H494NfA84yxjzVMb6ZuA+YB3wOmPM73MpR6ZC5iZ7O3Az9gN8CXjO2XQq8H+A74rIqDHmtnzPrSrX0FCEA/v62L+/jwP7+jhwoI/Rkexj9NTU+MbDTvsJdrmstfQdiJPJFF2HB9m9y4afPbt6st5p5knFaEnsYFnc0Bp/gWXxF6jp7bODSgAjwN76VtZ9taOk5c3Hrve1kxjomnEfT5HKPJ/vVUllUQq4dMrrq4ATgaunrD86L6WBc4A/YW96GgU2YQdEvlBELjTGHBfeRGQ58HEga1gSkTOxU3E9C7wfWIENNmuBN81WIBH5O+DfgTuwlSrnY+9IDxpjvpzn50NElmDvcl8PvL6QIASF1Qx9FHgBeLExZiBj/V0i8g3gEWcfDUOLVCya4NChfg7s77M1P/v66OnJ/gdBMOhl5apGVp7YyKpVTZywon7e+tHE40kOHexnjxN+9u7pZXT0+IAWqvGxes0S1q5bwuo1Sxj59HI8zDzD+2y/gOdbLuUpVpnn872K8T7l9m+lFi9jzK2Zr0XkrUDL1PXzWJ6/mLpORHYDX8YGpS1ZDvuCs94NNGbZ/jmgG3iFc0MVIrIX+LaIvNIYc9905XEmer8O+Jkx5m3O6m+LiBv4lIh8xxjTn+PHQ0QagV8DArzRGPNgrsdOVUgYEuATU4IQAMaYfhH5HvDpQgukyk8slmDf3l527exm145uDuzvzdrc5Xa7aGuvZ9WJjaw6sYmVqxppWVo7b+PkJBI2/Oza0c2und3s2dNDLMtdXnX1Adaua2bN2iWsWbuE1uV1k8q4fZYgpJQqLx+++heHgdZZduu6/oY36uwIsM9ZNk7dICLnYofJ2QzcmGV7PfAa4F/TQchxC3AD8DZsc9V0LgSagW9MWf914J3A67DNeLNyyvIrbKvUX84UwnJRSBg6PMv2FKB/ilWweDzJgX297NxpQ8X+vb1ZOxEvaa5h5arG8fDTfkJ93k1dc2nmSCZTdBwaYNfOY+zaYWt/IpHjg0xzSw1r1trws3bdEpY015R9R+fF0vyzWD5HpsX4mRaB2YJQrvssOBFpAnL5Ih3JpY+OiHiw/Xv9wGnAtdhps7ZM2c8F/BvwfWPMUyKS7XSnY3PDpGONMVEReQo4a5bipLdPrZF6HDu111nkFobqsEFoE3CRMeY3ORwzo0LC0M3A5SLyzSnJMJ3ULsd2cFIVIpFIcvBAP7t2HGPXzm727ukhlmUy0OVtdaxb38y6DS2sXtNEOByY+3vn0cyR7vOTLufuXT1Zm72aW2pYt76FdRuaWbuumYaG4JzLOd8WS/PPYvkcmRbjZ1Jl5UlsP6PZfIbcWmFOBrZlvDbAm40xfVP2uww4BbhohnO1OcvOLNs6gT+bpSxtQMQY05O50glT3Uye53QmP3DOdbEx5pc5HjOjWcOQiLx8yqrfAW8Etjl9hF5w1p+Mna3+GFBQByY1P1KpFEeODPH8s0fYueMYe3f3ZB00sLU1zLoNzaxb38Ladc3Uhv3zW05gwN3OIe8ZPHLz4+ze2c3w8PG34Tc1hcbLuW59M41NoXktp1JKFdE7gVy+xHbneL492KatWuDFzvO6zB1EpA7bV+gLxphsQSctXa5scxyNMXu5Q8B0Y6nkcnxaK7ZDeNHmQc2lZugB7O+lTOk2hi9mbEuvOxH4DblV86l5kkym2Lenh2ef6eK5Z7s4dvT4GwValtaO1/ysW99MXd3ca37yNeJqpMN7Bh2+TRzybWLYvdRu2Drx/2dDQ9Appw1AS5pr5r2cSilVCsaYh4p8vmHs3VYAPxORJ53l2caYrc76j2NDymwzSYw6y2y/HIIZ22c6frpfLLkcn/a3wE3Ar0TkpcaYXIPhtHIJQ5fP9U3UwohE4mw3R3numS6ef66LkeHJTUoNDUE2nrTUhop1zTQ0zn+NSpQQh72n0OE7k0O+M+j1rD5un2CyDznnlPEA1NJSW/Z9fpRSqhAispTcKhOGpnZVydFPsf1z3gFsFZE27BAAnwBaM/oKBQG/iKwG+o0xvUw0j7VxvDZgto5ync45l2Q2lYmIH9uxOteOdtuwLVS/AX7jBKLZ+jPPaNYwZIz5/lzeQM2vgf4xnnu2i+ee6WLnjmPHdXxua6/n1NNaqb/nXTTtfQzXXuCXtsf71F4OpegEmkgk2b+vjx3bj7Jz+zH2Nd5KyjX5x9CbGqUt/iztsa20x7eyJLEfuaxy7/DSDrfFs/1yH6RmnpB3Mcjpc7rcbPxe9rG8VEV7jOL2GZrKjw1bDc7rVmfdF53HVHuc9f8CPAPEsXeb/SS9gxNmzgT+a5b3fspZbsbeEk/Ga3fG9lkZYx4WkUuAu7A1RBdk6QeVM52bbBHoOjzIM9sO89wzXRzY3zdpm9vtYt36Zk45tZVTTmulaYltUtp+22OznrcYnUBTqRSHOwfZsf0YO7cfY/eu7sn9k1xeXKkEyxKG9tjTnBDfytL49lnH+SklT31rTuElV/PR4bbYZS6X9zpOAUGoZGUppVw+ZxWEwipVlD5Dzg1NEWPM1P49V2C7tTzuvN4DvCXLKa7F9jO6GtgO48Pn/Ba4VEQ+l1EzdSkQxg6kmH7/GmAVcMwYc8xZfR/QA/w9k8PQ/wWGgHtm+kxTGWN+KSLvAv4T+LmIvNYYk2tT2yQahirUyHCUp57s4LFHDnDo4OQxqoJBLyedsoxTTm1FTl5GKOSb17L194+xwxxlx/Zj7Nh+jKEsozwvb6tj/YYWau5+D8tjz+LPuam49CqxhmY+y1wJ12fjzcffEKBUJShin6GzgR+KyG3YMOMFXga8FXgCuNV5v35s09kkInIVEDfGTN32MeBh4AER+Q52BOoPAPcYY36bsd+5wP1k1GAZY0ZF5BPA10XkdmwgOh87ttE/F1KzY4z5oTMK9deAH4vIm40xef81rWGogiSTKXZsP8qWRw/yzNOHSSQm/jJsbApx6mmtnHLactasXYLXO3/zZkUicXbv7Lbhxxylq+v4ZuyGxiAbNrawfmML69e3UO/c7r79Z9kGQFVKqbx0kcOgi/NRkDKyE7gbeAPwN9imsV3YEaC/mKXGKCfGmCdE5NXYprMbsHOTfRs7zUcux39DRGLYAPVm7B1hVxpjvlpIeZxzft2Zn+wzwM0icmm2qUZmomGoAhw7OsyWRw/w+JaD9PeNja/3BzxsOrOdF527khPXNM1bp+JkMsXBA33sMMfYvv0o+/cePyJ1IOBl3YZmNmxsYYMsZenS7J2eF7TJpYwtluuyWD5HpsX4mSpduY4sbYy5aAHf+yC2SazQ418xw7Y/AC+d5fgHmLjLfOq2b2MDVL5luhk71mG2bdcA1+R7zjQNQ2UqEonz9FOdbHn0AHt2TxqfirXrlrD53JWcvqmNQGB+/gm7jw2z3Rxjx/aj7NrRfdxgh263i5WrGtkgLWzcuJSVJzbmNKt7JTS5LITFcl3K6XMUqyN7OX2mTNpRX6nC5fSbVEQOYNsUfwo8YIzRBvkSSKVS7N3dw2OPHuDppzondTRubAxyzotWsvncFTS31Ja8LGOuMB3eM3j6tqfZuf1Y1olYW5bWslFa2LBxKWvXN8973ySl8rHYR45e7J9PqVLKtVrhZ9ghuv8B6BWRu7G31f0ql7lR1MwSiSRPbDnI/ffumjQYotfr5tTTl/Oi81ayfkNLSSc8jePjiPckDnk30eHbxFHPenC54U/7x/epqfWxYePS8aavJh3pWSml1CKQUxgyxvwj8I/OjLZvwQajdwKjzm12dwI/N8Z0z6UwIhLAtvldip1YbivwMWPMvXme527s7Lc3GWOumkuZRkdjfPjqX0y7PVzn55PXvLagc8fjCR575CAP3LuT3t6Ju6lWrGzgReetZNNZ7XzpCw+w9cmZq7ULKUMKF92e1XR4z+SQbxOHvaeQcE0eGNSTirJmYzsbnNqf9hPq520GeqWUUmq+5NXhxBjzKPAo8BEROYmJYPRdICkif8AGo58aY/ZPe6Lp3QxcAtyI7Qn/buAeZzClP+ZyAhF5AzB1PrWSGRqcbpqV6cWiCR75034evG8X/f22Q7TLBWedfQIXvHIdbe31eZ0/1zL09IyM3/G1vfFWxlzh4/Zpju+iPb6VE2JbOaHmGPL3+3L8VGo62uG2iFzunAYjrHjV8jmVKhMF9741xrwAfB74vIicwEQw+hJwg4hsBT6a64yyTq3TO4CrjTE3OutuwY54+UVyCDjOKJg3ANdjb7ErK5FInD89vI8H7989PvaO2+3inBet4MJXradlaXH7Ao0MR9m5w471s3PHMbqPZbRoOkGoqSk0XvOzbkMz4fAbi1oGVb4dbitRtYy4XC2fU6lyUZRbkYwxh7ADHn1NRJqAN2GD0WlATmEIOxBUDPhOxnnHROS7wHUi0jbLbLoAV2JH7vwSZRSGxsZiPPz7vfzuwd3j84N5PG4kdh+n9/8ndb88Qs8v7bCcx2n6Wc7vE4sl2Lunl53b7YCHhw72k5oy0kKoxsf6DS22389GO8mpzvN1PL0zR021WH4mFsvnUKqYin5ftjOZ2y3OIx9nAS9kmXjuUexYBWcyMUnccURkOXaiuX8wxoxkTDa3YEZGovzhd3t46Hd7x29F9/rcnPfiVVzwynUcuepNRXuvb3/zT+zZ00M8Nrlq3et1s3rNkvEBD09Y0aD9fnKgd+aoqRbLz8Ri+RxKFVM5jTPUBhzKsj4dgNpnOf7zgMEZYjwXItI3yy4Ns2zPangoyu8e3M3Dv99LJGJHBff5PfzZS07kggvXUldvR18+UsjJp7Fj+7Hx5+0n1LNRlrJ+Ywur1yzB789lAmSllFKqOpVTGAoB2YYHH8vYnpXT3+gy4IJ8h+AuplQqxSN/3M//3PX8eAgKBLy85PzVnH/BGsLhwCxnKNy5L15la382tFAb9pfsfZSqVIu9I3uun09rfZQ6XjmFoVEgW1oIZmw/joi4gJuA/3aGCM+ZMaZxpu1OzVFOtUM9PSP8+EdPs3OHraEJhXy89OWredn5a6ipzT2cDLuW0OE7nU7v6XR6T8v5uLe+/Yyc91WqGi32PjC5fr7t79aaYqWmKqcw1IltKpsqvW66/9Pfgp0d96MisnrKtnpnXZcxpmTTov/xob38z13Pj48YfebZ7bz54tOozSEEjbia6PSeNh6ABjyztQYqpZRSqpjKKQw9BVwpIuEpnajPc5ZbpzluFeAG7suy7XLn8Tpyv6stLx6Pizt//AwAdXUBLn7b6Zx62vRzBg4ORti1s5tdO47xQv3X6fesOG4fX2qU1viztMWe4engxUTc9VnONCFcp81iSlWacr+ra6YaJL3bTC02BYUhEWkF3gasBoaAJ4Ffz3Fqjh8DHwTeix10MT0i9eXAQ8aYDmfdKqDGGecI4OfA3iznuxP4BXZAyCcKLVQo5OP6GyaPvZNMpvjjH/Zy9/+8QMypDTpn8wredNEpxzWJDQ1F2L2z2wagnd0c6crIeU4Q8qbGaI0/T3tsG23xbbQkduHGnndT5E423qxTwSm12FTyXV3lWi6lCpV3GBKR84G7gRrsLe9p3SLyWWPMVwspiDHmERG5A7heRNqAXcC7gBOxI1Gn3QJckH5vY8wuZ9+p5QTYZYz5aSHlmc6xo8Pc8aOt4zPJ1zcEuOSvzuDkU23Hy+HhKLt3dY8HoMOdg8edw+ezt7vXb72R9tg2WhI78RAvZjGVUkoplaNCaoa+5CzfA9yLbaJ6MfB+4EYROc8Y884Cy3MZ8Fln2QQ8DbzeGPNQgecrmmQyxR9+t4df3f0CMWcsnxedt5JXvXYDnYcGuOvOZ53wM3DcQIder5sTVzexbkMz69Y1s/LERrxeD7ve9zsSY4v37pZKttjvPFL5Wyw/E3pHmVLHc6Wm/uaehYgMA182xnwyy7YrgG8BVxpjvlacIi4cEemrq6truPvuB7jjh1vZt7cXsLO3r13bTE/PCJ0dx4cfj8fNiasbWbu+mXXrW1h1YiM+n97BoZSakOtdXfPdTF6Mcm3evJnBwcH+2e7YVapcFFIzNAhknYTVGPNdEXkl8H+w03NUvHg8yVeuf5BkYiLxjAzHeGbb4fHXHo+Llaucmp/1zZx4YhM+HehQKVViC9kJO1to0o7VqlIVEobuB15PxhxiWbZfXHCJykwslpgUhMBOrrpyVSPr1jvhR0d5VkotgHLrhK3Nb6pSFRKGvg38l4hcaYy5Kcv21Uw/JlDFWrGygQ0bW1i7vpnVa5YQCJTTqARKKaWUKlQhv9F/C8SBr4jIW7A1RI876y7Azhz/z0Ur4QLz+Txc8/m/IBjU8KOUUkotRoX8hr8GO4P8mcDLnUdmO9KTQJ+InIadhb6i7xn3et0ahJRSRVeud6fp3WaqGuX9W94Y8+n0cxFpBM5iIhydCZyBnTk+BcRExABPG2MunWthlVJqsVjojsb5dr7O9S6z7e/2kBxZQ60nt3kdlSoHc6ryMMb0YTtM359eJyJ+4DRsMDrLebxpLu9Tbsp9GP1KoNdQqYVVbp2vlVpIRW//McZEsdNfFDwFRrnTL5G502uolFKqXLgXugBKKaWUUgtJewYrVcFSqRQkE6TiUVLxiLOMkkpEScUi48+JR0lGR0iODZKMjJCKjpCKjZF0lqnoGMnYGMQipBIxe1zSLknESCXi9pGMQzJhH6kkqVQSUilIJZ3XE89JpUglk0y6v8JlpzN0jU9r6HJmGXRN2o7LDS4XLpcb3B5n6QaXG5fbAy4PuNPP3bg8XnB7wO3F5fE5Dy94fLi8PlwePy6v8/D4wBvA7fGDP4DbG8DlCzqPEG5/CFegxj4P1OLy1+D2Bew5vX57TlfmtIwLZz47YWvHarWYaRhSqgRSyQSpyAjJyBDJyDCpyPD482RkmNRY+vkIqegwyegoqeioDSax0fHXydgoyTFn/+iws33MBp1E1IYStUBcNry5XDaQuWxYw+3B5U4vvRNLj9dZpgOabzycubwBu84bGH/g8+PyBXE7Ic3lCziv09uDLLvsa+P74K8Z39cdCNljnCCXSqXmHODWfbUj507USlUaDUNKZUhGR0kO95IcHSAxNkBydJqHsy0x2k9ydHB8fSo6THJsiFRsbKE/SgEyf7m7ADcut8uppXFqZVyZr52aG5dr8rG4MvZ1XgOTaogmTeiXclZN2T6p1ilFisx1qYlaKVLj68Zrp5h4PfF++c3DOLv0ewAkOP4TLQ473luz0EVQquQ0DKlFJ5VMkhzpJTF4jMRwD4nhXpLDvXY54izT60f6SAz1kBix+5R/iHHh8tvmG3eoDlcgbJ8Hw/Z5MIw7WI87VI8nVI871IC7ttGuC9bi9oVw+UO2Scgfsq/TTUTu6uhCOKlpMd0kGBuzNXbRUVLREZKxMVub59TUpaJjpOJjtsYuHrE1c5m1dPHIxPrxJssYqUQMEs77OM2NZDQ3TiyTkEpAMt30OBH6FjpapeKRBX1/peaDhiFV9lKJOImhbhKDRyceA8eIZ74ePDbxfKi7iM1HLlyhOtz+Gts04fECKUg4v0xjoyTHhiCZ/9ii7mAdnrqleOpa7CPcMvE63Iw7vARPTSPumkY8NU24axpxh+qrJrSUisvlsk1Wnsr6+kslk5PCWyo6YsNZ+vl4OJsIael1NpDZEJYOZL13X5/T+4Y3XzL+fGjLf5fq4ym1oCrr20BVnV3vayMxeHRKs0p+XN6AEyyacNc24XEe7hq7dAXrIBkjGRklGRkkOdRDfKCLeG8H8WP7SI72kxgdyPm9PA3L8Ta24W1cjqehzT5vWD6+3tPQiifcgtsXKPgzqerjcrtxuQPgC0Cobs7nG/jD93PqfN3+j7ePv9Y+Q2qx0jBUgHIdRr+cJKNjxHsOEOveR/zYPmI9B4h37yfe10G8r9P2Jckh4CQGjkxe4XLhrl2Ct27p5FqVSa+d5/VL8dQuwe0PkRgdINa1g+jh7cS6dhLt2snY3seJHd1Noq8zp8/k8vrxNq3A27wK75IV+JasxLtkBd4lK/E1r8TbtAJ3bVPZ3Gmk1Ex0QFOlJmgYKoB+iUBiuI949z5i3fuIdR+wgad7H/Hu/cSO7cv7Flx3sA5PYxvehja8TXbpaXRqVRrb8NQvswGndsm0zRvJyAixIzuJHt5BZO8TRLuc4HN4R27l8fjwtazGt3Q1vqVr8S1dY1+3rMbbvApP3VJtolJKqUVIw5CaVmKkf7w2JXp4h33etYPY4R0kR/tzO4nLjbepHW/zieO1J7apaLld7zQjuYPh3Ms1eIxIx/NEO58n2vEC0Y7niXa+QLx7/6zHumsa8S/fiK91Pb5l62zYWbYWX8savE3tdtwapVRWOtaQWqw0DFW5ZHTUaTayIWeiNmX78U1UWbh8QbzNq/A1r7KBp8UJPc0n4ms+EW/TCbi8vrzLlUqliPccsEGn44WJ4NP5PInBYzOXKVCLv3UDvuUb7LJ1Pf7lG/G3bsAdbtZmLKUKlGutuHvzZgYHB3P8i0mphadhqEqkkkliR3YRObCVyP6n7fLANuI9+2ftu+MON+Nv3YB/+QZ8rRvxL19va1JaTrRNR3MIF6lUikRfJ5FDzxA9+CyRQ88QOfgs0Y7nSEWGZzzWu2Ql/vaT8LedjL9N8LedhH/5RjyNbRp4lFJK5UzD0CKUHBsicnAbkf1biRx4evwxU7hwBWrHm4/8rRud4GMDkCfcXJRyJYa6iRx8huih5yaFn+Rw7/QHuT34lq3H334SgfaTbeBpPxn/csFdhDtqlFJKKQ1DFS4x1MPozj8S2fekU9vzNLEju6at7XH5awisOJ3Aqk0EVp2Bv/0U/K0bilqbkowMEzn0LNED2+zSqe1J9B+e/iC3xzZlnXAqgRWn2cDTfgr+1vV2PiillFKqRDQMVZhY9wFGt/+e0e1/YHT7H4geenbafb1LVhJYeYYNPs7St2xd0ToJp5JJYsf2Ej3wtK2JOvA0kQPbiB3ZOWPTm2/pmonQ4yx9y0XH3VFKKbUgNAyVsVQySbTzhUnhJ+sdUx6vre1ZeQaBlZvGw48nvKRoZUmM9BM9uI3IASf0HNxG5OA2UmND0x7jaWwjcMKp+FecNrFsPyWvO8eUUkqpUtMwVEZS8Shje59gdMdDNgDteJjkUPdx+7mCYULrXkxo4/mENr6U4NrzcAeKM5liKhEn1rWTyMGnJ4LPgW3Eu/dNe4zLF7RBZzyQnU5gxel46lqKUiallFKqlDQMzSI50jftEPSe+tY5D8CYHB1keNs9DG25k6Gn756xpiUtNTbEyLO/JXJgG81v/njB750Y6pnUwTpy4Gmih56dcbJSb8tqJ+w4oWflGfha1+v4PEoppSqWhqE5KHTwscTgMYaevIuhx3/KyLO/PW5WaN+ydbYTdJHeP5VMEDu8Y/x2+nRH63jPwWmPcQXDGYHHhh7/CafhqWnI6T1V8Zz1w2s5mkNInmppMMyTf114WFZKqWqhYWiexLoPMPTEzxh64qeMvvAgpJLj21xePzWnvIrwOW+h9ozX4W1qL3hCxMRw7/G1PQefmbG2x7ds3URH6xWn4195Br6W1Tr1xCxyCSnFCCSFBKH0cSu+9y95HTPX8uZ7TebrGiql1Ew0DJVQ9PB2hrbcyeDjdxLZ89ikba5ALbWbXk/47Iuo3fR6PKH6gt5j8NHbbW3P/nRtz4Fp9x2v7Vl1xsTt9StOXzQdmuf7F2suIaWQIFNoTVAxTA1Q+V6vfK9Jrvuny6RBSilVChqGiiw+cIT++/+DwUduJ9rx3KRt7tolhM96E+Fz3kLNqa/G7Q/N+f06v/HXWdf7lq61oWflJvwrTyewctOir+0pVTiZb+VUxplqlxYiaMwlSE1HA5NSSsNQkUS7dtL7y68w8IfvT2qS8jS2Ez7nIurOeQshefm0M66DnScs2vEckQPbcn5fV6DWuYMr3b/Hqe3R0ZlViU1XY1NppgtVWvOkVPXQMDRHo7sfpffuLzH0+E/GBxp01zbRcP57CL/oEoJrXnRcbUwqmSR2dDeRg9uIHnzGNnMd3Easa+ekvkS5WP/NvkVd26MqQznVZhXLYqlpVErNTsPQHB245s/Gn3ubT6TpL66m4fzLx/vhxAeOOIMVPuMMVPiMvX09OjLtOT11S0kMHs3p/TUIKaWUUnOjYagIAqvOpPE1/4S/7SSiHc9x7CeftDU+B7eRGDgy7XEuf2h8OorAitPHBy70NrQWdDdZIR1vtZo/NwvZqVkppVRpaRiaC5eb4PoXk+g/Qtf/e+/083G53Pha1x8XenzL1k47WKGnvnXWcYQ89a2TXhfyy1p/wedGr1PxnfXDaxe6CGVD+ycptbA0DM3G48flDZKKZxmnJ5VkbMfDk3evbyWw8jT8K06fCD/tp+Q9XcZcR7ZWqtwVGjDP+uG1iy4UzPXOOA1KSs2NhqHZJKJZg5DLX2NnXU/PybXCBiBv/dIFKKQqV0sXyRhOuVoaDOdUwzEXWkt3PL0mSs2NhqEceMItBDe8hODqc2zoWXk6vpY12nm5zMzHL+JcHbz8CwUfm+vnKLQmoJT9n+azdiKX66SUUrnQMDQLd00j6762c6GLoXKwWJoJSv05cjl/JXQYz2ck6pkslto7HVxSqcJpGFJKHSfzl2aunXsXSq5BKN/aunKqaSyGcg+3Si0kDUNKqRktltqEmWpOstWaLJbPnUk7YCuVnYahItFbY+ePXmtVbNVea1Ltn18p7QFcJOUwdH8hVfaVVM2fthDXOp/rVInXVCmlqpnWDC0iWhNSOnpti0/vBpug10KphaVhSCm1ILIFzHLvrF0qM4XtSrizT6lKp2FIKVU2KrkGrlR92XLZf7bb6nOl/fFUtdI+Q0opVQTl0G9wrhbDZ1CqEBqGlFIVbTE2m+VLr4FSc6PNZDnSdvvstFpdLbTZfraK1YRUzma6BtXw+ZWaq7IKQyISAK4BLgWagK3Ax4wx985y3MXA24FzgVZgP/Bz4FpjTH8xyqZBKDutVlflbrGNJJ2vav/8SuWirMIQcDNwCXAjsBN4N3CPiFxgjPnjDMd9C+gAfoANQqcD7wNeJyKbjTHHTzu/APQLpzj0y13lo9prJav98yuVi7IJQyJyLvAO4GpjzI3OuluAZ4AvAi+f4fC3GmMemHK+x4HvO+e8ufglzm4us5Wr3OiXu1JKqWIqmzAEvBWIAd9JrzDGjInId4HrRKTNGNOZ7cCpQchxJzYMnVyCsqpFIJFMEksmxh/RZIJYIk4smSCRShFPJkmkEs4y6axLkEglicTjjCZijMajjMZjRBNxIsk4sYTdP5Zyzuu8jk86T5JkKkUylSSeSpFMJkmRIpmCFKnx8qUyC5tKTS68C9y4wOXCgwuXy4V7/OG2S1x43G48LhdelwePy772uj14XXbp93jwuuzS7/YQ8Prwu70EPB6Cbi8+r4+gx4vf7cXrduNze/C6PfgmPfcct83t0nszlFKVo5zC0FnAC8aYqe0fjwIu4EwgaxiaxnJneWy6HUSkb5ZzNOTxfqoAiWSSkXiUESdU2OXE8/T6SCJOJJFexhmb8nrq9kgizlg8ZkNOIk7ECTrRZJxYMkk8mSA1e/HUHGQGMhu+3HhdHnweG6D8bg9+jxe/x0vQ4yXgscEr6PUR8vqo9fqp8QYIeX12m9dHwOMl6HGW468nrwt67PFBjw+PW0OZUmp25RSG2oBDWdanA1B7nuf7ZyAB/GQuhVKTpVIpRuMxBmJjDMciOR/3V/d8i6FYxAacmA05Y054WcxcgAsXLhfOM3C57BJnvctZjyu9x/TnSks5/02lMp47G1IZ9UuplH2eshvGt8xHEEymUiRJEU8kyf0npbi8Ljd+j3c8RAW9Pmo8Pmp8fmq9AWp9fmp9fkJO6Krx+u3D5z/uea3XT2jSNh9et2f8vRZDX7bF8BmUKkQ5haEQZP3OHMvYnhMR+V/AFcDnjTG7ptvPGNM4y3n6WKS1Q6lUiqFYhN7ICH2REfoio3YZdZZZ19llNJnI+/3+eHh33sd4nOYeYLxZqVi/xH1uj615yPilV+sLUOP1E/YFJj3S69P7pmsdguNLW6sRcHvwebz4KqSpKJVKEU/ZWrJYMkksGSeaSNjaM2eZroUbi8UYS8YYjdumwRFnORaP2e3xGGOJWJYauxiRRGJ8XbqmLjb+nrbZsVTiqSRxp4axFLwuNwGPl5DXR8jrRxpbqfUGCPv91PlD1PsC1PlDzs+RDWA/2fUktc7PW62zPuwNUOOzP3uZAWu+aX88Va3KKQyNAoEs64MZ22clIucD3wX+B/hEcYpWOUbjUY6ODnF0dHB8eSTjeeZyLBGbt3K9rG09sWSc0XiM4XiUoViEgegoo/Hpy2D710x/Tr/bQ1Oghkbn0RSooSlYM76uwR+iwR+kzh+k3h+i3h+k3h+kzhck6PWV4FNWFpfLhc9lm6xy/kujBFKplA1UiRhjcRu4xhLOMh51+mZN9M8ajccYTUw0pQ7HogzFxhiKRZ2gNtHUGnHOG02UJnSlw9ZwPAoMF+WcHpfL6bflJeD1EfL4qPH6CDmhqdYXoM4fpM4XsD/jgRqa/CHqAyGnxmsi2Nf6AtR6/dpcqNQsyikMdWKbyqZKr+uY7QQisgm4C3gaeLsxJv8qjGmUQ/VxPJmgc7ifA0O9HBzq5cBQLwcG7dIGnkGG8mi6yuR2uWj019AYCI0Hi/TzxkDI2VZD0OMllkoQiccZiI3xxS2/ZCSHUPWHzp2z7hPweGkJhmkJhWkO1tISDNMcDNMSqnWWYZoDteOBp8brx+WavllJVQaXy+XUrPiy/zlUJLFkYkq/tIy+aTEbukbGA1fGupgN7+nHSDzCcCw6HtjSNWCJqZ3cC5RIpWwATMQgmtPfgLOa6Ezvdjq/e/F5PATcHlurOV67ZWu4bJDyU+PJaCZM12R5/YT9tta0zmf/uKjzBwjp/4+qgpVTGHoKuFJEwlM6UZ/nLLfOdLCIrAN+CRwB3mCMKc6faY75qD5OJJMcHhngwFAPB4d62T84EXoODvXSMdyf11+3YV+AlmCYZTV1LA3V2eehMEtr6ljmvF4SrKUxUEPI46U7MsLh4X4Ojww4j34ODw9gers4PNJP18gAg3mGLbfL5bxv3Xg5WkN1LKupZ2koTGuonpZQmKWhsIYbVVI+twef30O9Pzj7zgWIO2ErXXM1EpuowRrNDFnjr6MMRMcYjI0xGI1M9Kkbb360QSuaiBNNTtyNWIgkKZLJBDESjCUge4+E4nABoejYDL3flCo/5RSGfgx8EHgvdtDF9IjUlwMPGWM6nHWrgBpjzAvpA0VkOfBrIAn8uTFm2jvIykXP2DDP93TyXG8nz/cc5vnew2zv68q5Q3FrTT0rw02sDDexItxEW20DS0M2dLSEwiwN1lHj8wM2ZB0ZHaRjuJ/OkX4OD/fzcN8uOocH6Bjuo3Okn66Rwby+aF24WBoKs7ym3j5qG1heU++EnnpaQzb4NAdrtYpeVQWv20Od30NdicIWQDKVJJKIO02IsUnDO4wlYgxHowzExuiPjjIUHWMwOsZgPDJ+00Jm0BrLCFp2SAk7BEQimR76wXaAz5fepakqUdmEIWPMIyJyB3C9iLQBu4B3ASdiR6JOuwW4gMk31/wSWAtcD7xMRF6WsW3XLKNXl1QsmWBn31GeHw89nTzf00nX6OCMxy0L1dmgUzcReFaFl7Ai3ER7bcN4n5dEMknX6CCdw/10DvfxxNH9dA732+DjLI+M5hd0arz+40KOfTSwvNYul4XCC9rRU6lq5Ha5CTl3tc2XVCpFLJkgkogzEo8yEB1lMBphOB5hyKnRGnaaDtNNkLd77iHG/PVJVGquyiYMOS4DPussm7B9f15vjHloluM2OcsPZ9n2fWBewlAqlWL3wDEeOLSdp48d5Pnew+zoO0JsmruvXLhYU9/MyUvaOLlpOSc3LWddw1JOCDcR8vqIJxMcGRmkc8QGmxd6D3P/ITMp7OQbdBr8QZbXNNBW20B7bSNttfW01zayvKaettoGltc0UOcLaHOVUgqwfbrS40HV+YO01tTPesxdnk8ToyxmQVIqJ65UkTr9LUYi0ldXV9ewZcuWafcZiUV5+PAu7j9ouP/gdvYP9WTdr8EfdEJPGycvWc6GhmU0+mvoi45MhBsn9KSXR0YHSebx79PgD9JW20jbeNjJWDrran0l7KGqlFLA5s2bGRwc7J9t+BKlykW51QyVvXTtjw0/hj917Tmun8/SYJgzWlawvKaeOn8Qr8vNcDxC5/AATxzdz917t3FkdGjS1AuzafCHaHNCzaSQ49TwLK+p16CjlFJKFUDDUA5G41Ee7tzNfQcN9x98gf1Dvcft0xgIEfT4iCTiHB0b4t6DL2Q5U3ZNgZrjanAyQ8/ymobxztBKKaWUKi4NQ7MYjI0hP/jUrHdV9EVGyTYuZHOwdlKwSYebzKAT0gEAlVJKqQWjYWgWqRTTBqGlofBETU5mrY5Ty9MaqteRjpVSSqkyp2FoFm6XiwtP2MhZS1extqFlvJantaYev0cvn1JKKVXp9Lf5LMK+AD947XsWuhhKKaWUKhEdGlgppZRSVU3DkFJKKaWqmoYhpZRSSlU1DUNKKaWUqmoahpRSSilV1TQMKaWUUqqqaRhSSimlVFXTMKSUUkqpqqZhSCmllFJVTcOQUkoppaqahiGllFJKVTUNQ0oppZSqahqGlFJKKVXVNAwppZRSqqppGFJKKaVUVfMudAHKXP3g4CCbN29e6HIopVTFGBwcBKhf6HIolSsNQzNzAQwODvYvdEHKQIOz1Guh1yKTXosJei0mNOB8fypVCTQMzawfwBjTuMDlWHAi0gd6LUCvRSa9FhP0WkxIXwulKoX2GVJKKaVUVdMwpJRSSqmqpmFIKaWUUlVNw5BSSimlqpqGIaWUUkpVNQ1DSimllKpqGoaUUkopVdVcqVRqocuglFJKKbVgtGZIKaWUUlVNw5BSSimlqpqGIaWUUkpVNQ1DSimllKpqVTlRq4gEgGuAS4EmYCvwMWPMvTkcewJwA/BabJi8D7jaGLOndCUunUKvhYhcDLwdOBdoBfYDPweuNcZU5Kzdc/m5mHKeu4HXATcZY64qdjnnw1yvhYj8L+Aq4FQgAmwDPmSMebQkBS6hOX5fvBr4OHA69vviBeAGY8ztpStxaYhIG3AlcB6wGQgDFxpjHsjx+JOx350vA6LY74sPGGOOlaTASuWhWmuGbgauBm7F/s+dBO4RkT+b6SARCQP3A+cD1wGfAs4GHhCRplIWuIRupoBrAXwLOBn4AfA+4FfO8iERCZastKV1M4Vdi3Ei8gbg5SUp3fy6mQKvhYhcC3wfeMY59jPALmB5qQpbYjdT2PfFG4FfY//o/BTwCSAB3CYiV5SywCUiwD8DK4Cn8zpQZAXwO2Ad8FHgS8CbgF+LiK/I5VQqb1VXMyQi5wLvwNbm3OisuwX7xf1FZv5F9vfAeuAcY8yTzrH3OMdeDXyydCUvvjlei7dO/YtQRB7H/hJ8B/YXSMWY47VIn8OP/cv3emwAqEhzuRYi8hLsL7tLjDF3lr60pTXHn4t/ADqBVxljIs6x3wZ2A5cB3y1dyUvicaDFGNMtIhcB+fz7fhQIAWcaYw4BiMijwG+wNW7/r8hlVSov1Vgz9FYgBnwnvcIYM4b9YnqZUxU807F/Sgch59gXgHuBt5WmuCVV8LWYpmo8/eV4chHLOF/m8nORdiX2C/9LJSnh/JnLtbgSeMwYc6eIuJ3a1Eo2l2tRD/Smg5BzbAToBUZLU9zSMcYMGmO6Czz8EuCudBByzvdbYDuV+d2pFplqDENnAS8YY4amrH8UcAFnZjtIRNzAGcCWLJsfBTaKSE0RyzkfCroWM0g3g1RiH4A5XQsRWY5tBvmoMWakJCWcP3O5Fq8CHhORzwH9wKCI7BWRd5akpKU3l2vxIHCqiHxWRNY5j88CG4Evl6S0ZcjpZ7mM6b87z5rfEil1vGoMQ23Yquup0uvapzluCRCY4ViXc+5KUui1mM4/Y/tE/GQuhVogc70WnwcMtl9JpSvoWjj95pqxzUpXYH8e/ho4ANwqIm8pflFLbi4/F9cBtwMfA3Y6j6uAvzTG/KaIZSx36e/F6a7jMhHxzGN5lDpONYahEPbulqnGMrZPdxwFHluuCr0Wx3HuHroCuN4Ys6sIZZtvBV8Lp1/JZdh+JYthfptCr0W6SawZ+wv/G8aYHwGvBg5SYX3qHHP5fySCbQa6AxsK/zfwBHC7iLyomIUsc4vxu1MtMtUYhkaxNTxTBTO2T3ccBR5brgq9FpOIyPnYPhT/g20qqkQFXQsRcQE3Af9tjPlDico23+b6/8geY8wj6ZVOP5kfA5sqsA/RXP4f+Tfg9cBfG2N+ZIz5T2wwPAzcWMxClrnF+N2pFplqDEOdZG/OSq/rmOa4HuxfNtMdmyJ7NXA5K/RajBORTcBd2Ftt326MSRSvePOq0GvxFuxYS98UkdXph7Ot3nldaX/1zvX/ka4s27qwTckNcy7d/CroWjh3Fr4X+IUxJpleb4yJAfcA54pItdzNm/5enO46Hqng7w21SFRjGHoKOCnLX6jnOcut2Q5yvtC2YQcbm+o8YEcFdpx9igKuRZqIrAN+CRwB3mCMGS56CefPUxR2LVYxMfjmnowHwOXO8wuKWtLSe4rC/x95Cjghy+YV2P5kPcUp4rx5isJ+LpqxQ5dk6wvjc7a5ilHAcufcQXaU7N+d52KvsVILqhrD0I+xX0bvTa9wRpi9HHjIGNPhrFslIidlOfbFInJWxrECvBLbL6DSFHwtnLunfo0dgO7PF8EosoVei59ja4emPgB+4Tx/ouSlL665/D9yB7BSRF6TcWw99vbph40xldYcUui1OAL0ARdnDirohKo3Ac84tUSLTvrOuSmr/xv4S+fOsvR+r8LeWVeJ351qkamWatpxxphHROQO4HpnjJBdwLuAE4F3Z+x6C/Yv+sy/3r4B/A1wt4h8GYgD78dWA99Q+tIX1xyvxS+BtdgBBl8mIi/L2LbLGPPHUpa92Aq9Fk5n8eM6jNuMzC5jzE9LWvASmOPPxTexweG/ReQG7Jg6VwCNwEdKXvgim8PPRUJEvgRcC/xRRG7F1hJdga0l++C8fYgiEpGPO0/TY4ld6vy/32eM+ZqzLj1NyeqMQz8H/BVwv4j8G7az/YewNWu3lLTQSuWg6sKQ4zLgs86yCdvf5fXGmIdmOsgYMygir8AGn09ga9buB66aw2BkC62gawFscpYfzrLt+0BFhSFHoddiMSr0/5EREbkQ+Ffgn7B3CT0OvLqCr2Oh1+I6EdmDHYjyU9gOxE8DF1fw6NyfnfL6Pc5yH/A1pmGMOSAiFwBfAb6AnZvsF8D7jTHRUhRUqXy4UqnFcCewUkoppVRhqrHPkFJKKaXUOA1DSimllKpqGoaUUkopVdU0DCmllFKqqmkYUkoppVRV0zCklFJKqaqmYUgppZRSVU3DkFJKKaWqmoYhpZRSSlW1ap2OQ6l5IyIhYAd2UtsNxphIxrbvYCf9fKcx5kdFer9/B/4OOCE9kWjGNgG2Af9ujHlfMd5PKaUqndYMKVVizkztnwJWAn+fXi8in8dO3PlPxQpCjvS8cOdm2XYDMOCURymlFBqGlJovNwPPAh8RkbCIXAX8C/ApY8w3ivxef3KWk8KQiLwBeB3wSWNMb5HfUymlKpaGIaXmgTEmgQ0/S4GfYWfv/jdjzDUleLvtQA8ZYUhEfM57PgP8RwneUymlKpaGIaXmiTHmF8CTwCuB24Arp+4jIm8TkT+IyJCI7C3wfVLY2qHNIuJyVl8JbASucoJZ0d5PKaUqnYYhpeaJiLwd2OS8HHRCy1S9wNeAj83x7f4ENNi3lWXAJ4CfGmPuLdH7KaVUxdIwpNQ8EJHXArcAdwI/At4jIidP3c8Y8xunM/W+Ob5lZifqzwEB4AMlfD+llKpYGoaUKjEROQ/4CfAQ8E7g49jb7D9fwrd91HmP92Jv3b/RGLO7hO+nlFIVS8OQUiUkIqcAd2M7NV9kjIkYY3YB3wXeLCIvLeCce0UkWxPbOGPMAPAccD5wBLgu78IrpVSV0DCkVImIyCrgV9h+Oa9zAkraZ4FR4PoCTh0GOmbdy9YOAXzEGDNYwPsopVRV0BGolSoRY8x+7ECL2bZ1ADX5nlNEzgCagffMsp8PeAWwBfh+vu+jlFLVRMOQUmVERDyAz3m4RCQIpDKm8PhzYCuzB5wPAmuw03xM26SWw/sppdSip2FIqfJyKfC9jNej2Du9VgMYY/4V+NdsB4rIEmxYOgP4EPAVY8yfsu2b6/sppVQ1cKVSM/bDVEpVCBH5a+C/sB2mbwH+JXOARaWUUtlpGFJKKaVUVdO7yZRSSilV1TQMKaWUUqqqaRhSSimlVFXTMKSUUkqpqqZhSCmllFJVTcOQUkoppaqahiGllFJKVTUNQ0oppZSqav8fw4kWPelNXSUAAAAASUVORK5CYII=\n", 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", 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" ] @@ -299,11 +299,19 @@ " 2 3 6.8459e-07 1.87e-06 8.62e-03 1.62e-05 \n", " 3 4 6.6847e-07 1.61e-08 8.77e-04 4.85e-07 \n", " 4 5 6.6846e-07 1.54e-11 2.79e-05 4.18e-08 \n", - " 5 6 6.6846e-07 1.11e-13 2.41e-06 4.89e-10 \n", + " 5 6 6.6846e-07 1.11e-13 2.41e-06 4.95e-10 \n", "`gtol` termination condition is satisfied.\n", - "Function evaluations 6, initial cost 5.2773e-05, final cost 6.6846e-07, first-order optimality 4.89e-10.\n", - "CPU times: user 1.41 s, sys: 27.4 ms, total: 1.44 s\n", - "Wall time: 422 ms\n" + "Function evaluations 6, initial cost 5.2773e-05, final cost 6.6846e-07, first-order optimality 4.95e-10.\n", + "CPU times: user 470 ms, sys: 1.99 ms, total: 472 ms\n", + "Wall time: 474 ms\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_2500868/2373019003.py:4: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)\n", + " p = PcSaftParameters.new_binary(parameters.pure_records, kij)\n" ] } ], @@ -321,7 +329,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ "
" ] @@ -389,11 +397,19 @@ " 0 1 1.2674e-03 2.39e-02 \n", " 1 2 7.9041e-05 1.19e-03 4.56e-02 2.07e-03 \n", " 2 3 6.7858e-05 1.12e-05 4.85e-03 2.37e-05 \n", - " 3 4 6.7856e-05 1.49e-09 5.67e-05 9.88e-09 \n", + " 3 4 6.7856e-05 1.49e-09 5.67e-05 9.92e-09 \n", "`gtol` termination condition is satisfied.\n", - "Function evaluations 4, initial cost 1.2674e-03, final cost 6.7856e-05, first-order optimality 9.88e-09.\n", - "CPU times: user 52.7 ms, sys: 74 µs, total: 52.8 ms\n", - "Wall time: 16.8 ms\n" + "Function evaluations 4, initial cost 1.2674e-03, final cost 6.7856e-05, first-order optimality 9.92e-09.\n", + "CPU times: user 21.9 ms, sys: 0 ns, total: 21.9 ms\n", + "Wall time: 21.1 ms\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_2500868/2373019003.py:4: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)\n", + " p = PcSaftParameters.new_binary(parameters.pure_records, kij)\n" ] } ], @@ -411,7 +427,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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HM2/+UGy2avbtyWPP7jz26zPUegynfbbsIHPnD2XSlH6d+nsSorvqee8AotuorXFw+HAR+3UBB3QBuads5+wTExtBVlYSfbMSGoIfGWqAkydKefd/uxpmOUVEmJkxexCz5w4mOrrzcms6g8USwczZg5g+cyD79ubz+cpD5Bws5OSJUl55aQu9UmOZPXcw2RP7hlRgYbVGMWlKFpOmZFFb6yDnYCE7t+eyZdMJSkureGfRTlauOMiFFw0le2LfkMnlEqIrkmBIdBkulzGMsF8bybGHDxedU104MiqMwUN6MWxYL4aqVFLTYmVmjoeKiho++Uizfu1RXO4Rw/PGZbLgypEkJlmC27gAM5tNjByVzshR6Rw9UszK5QfZvSuPMwUVLHpjB0uX7GfG7EFMOT+LqBDrKYyICGP4iDSGj0hj3kVDWf7pATZvPEFxkZ23Xt/BimUHmX/xMMZl9wnp3C4hQlVo/ccL0YTdXsve3Xnu3p8zDcM59Uwm6NsvgaEqlWEqlaz+SSH16T5UOJ0uNqw7xpIP91HprheUnmHlqmtHMWRoryC3rvP1H5DEHXdP4hcPLcFeadQsKi2tYvF7e1j8XuNaQqFW9yo5OYav3DSW2fMG8/STq6mrc1J4ppLXX93G669uO2f/UGu/EKFIgqEeJBQKHnqTgBobF8GObafYtvUU+/bkN9S4qZeYGM2w4akMHZbKkGG9uuyUdl9/H+1N4j11soz/vbmD4+7yAdHR4cy/ZBjTpg/o8UMr9YFQa0K17lVqatw5/xvNCdX2CxFKJBjqQUKh4GFLgZbD4STnQCFbt5xk147TvPLS2QWkIyLMDBnai2EqlaHDU0lN7R5DX77+PrwNVmuq61j6yX4+X3W4YRbdhEl9ueyKEVil4nG7vPX6dmbPHUxqWvCm5XeEy+XqFv8zQgSKBEMiaFwuF8eOlrB180l2bDtFefnZN36z2cQwlcq4Cb0ZNToj5HI4Qt3ePXm8u2gXxcVGxeO0tDiu+coYBg9JCXLLuqaN64+zacNxRp+XydwLh9Cnb0Kwm9Quz/35Sy67YgQDByUHuylChCR5hxGd7nRuGVu3nGLblpMNyxPUGzgomXHZfThvbCaxcV1z+CuYjMVEd7NjWy5gVEKed9EQZs8d3OXrJgVTcnIMRUWV7Nyey87tuQwfkcbc+UMYMLBrBBdHjxTzj7+u5bobxjBpSlawm9NtKaXOLWTWvIFa6yOBbAuAUupx4CJgEBADHAFeB/6gta7w2C8TuA+YAkwE4oA5WuuVzZwzGvgBcBvQHygEPgd+qbXe30Z74oAfux9nMpAE3KW1Xujl81kIXK21TmyyfRKwFDgNzNZanz736NZJMCQ6Rbmtmo3rj7N1y0lO5zaeAp/ZO57x2b0Zm92HpG4+oylQnE4X69ce4+PFe6mqMvJgBg9J4dqvjOmyQzuh5McPzmbHtlw+W36Q07k29u3NZ9/efAYNSWHe/KEMGZoS0sNQGZlWTufaeOv1HRQX2Zl/ybCQbm8XdluTn+/HCBgeaLK9oFNaAxOAdcB/ADswFvgZMEcpNUdrXR+8KeAnwEFgBzCtlXP+B7gaeB7YCvQFvgNcrJQaobXOb+XYXsAjwHFgGzDHp2flQSmVDXwK5ANzfQmEQIIhEWD5eeWsXnmILZtONEr2TE6JYXx2H8Zl9yY9wxrEFnZ9+XnlLHpjB0cOFwFGbaUrrhpF9sQ+8obnJ2FhZsZP6MPY8b3ZuzuP5UsPcOJ4KYcOFnLoYCFZ/ROZe+FQRoxKC8lrfu/3p/HKwi3s1wUs+/QAJSV2rrvhvG6TQN/33z89DaS3sVveibt+mxHIdmitX/H8WSl1PdCr6fbOorW+pOk2pdQh4CmMQGmTe/NmjHYWKqWuBt5p7nxKqXTgeoyepR97bN8EfABcDvy7lSblAr211rlKqXEYwZTPlFJjMXqECjECoVO+nkuCIeF3LpeLnIOFrF55iH17zn5IsMREkD2hD+Mn9KFfVmJIvml0JQ6Hk5Urclj2yQEcDiPQnDCpLwuuHClDjAFiNpsYNSaDkaPTOaDP8K8XNuB0GLlvC1/c2OwxoTC1PTo6gpMnSxp+3rThBJs2nDhnv1Boq4/aCoS83acnOOq+TazfoLU+t2Jt8+Ldt3lNttf3xthphda6GiMg6jCl1BhgGVCKEQid+wfdDhIMCb9xOJxs33aKz1ce5uSJ0obtySkxzJg1kEmT+/XIZS8C4fixEt56fXvDkGNSsoXrbjiPYSo1yC3rGUwmE8OGp+J0tJ0iEipT2yvKa9vcJ1Ta2pMppZIAbxL8KrXWba40rZQKw8jNiQRGA49hBBCbWjuuBYcxhrh+qJTSnB0mewrYC7znwznbTSk1ElgOVGIEQsc6ek55ZxIdZrfXsn7tMdZ8fpjSkqqG7QMGJjFz9iBGjs6Qqrh+UlNdxydL9vPFqkO4XEbRyekzB3LxpUoCTR/4e+HVltTWOgKysGpntV90qq0YeUZt+RXwSy/2GwHs9PhZA1dprUva2zCtdZ176O+/wPsed60DZmqtW+0Z8pNoYAVQjZHkfcQfJ5VXzx7E3y+cRUWVfLHqMBvWH6Om2ljt3GSCMedlMnPOILL6J3Wovd1de38fB3QB/3tzJ0VFxofBjEwr1994nlznDuisIaHfPraCWXMGM/X8LL8GrV10SEu07lbAm5kkh7w832FgPhALTHV/35FEzWKMgO1NYD0wBCMpe5FS6mL3UFgghQMpwG6MXCG/nTRkKKWigEcxMvKTgO3AQ1rr5V4efwtG9v4ojKhxJ/BjrfWGgDS4i/HXC+exo8WsXnmIndtzG9a3iowMY/LULKbPHEhySoxfHqe78/b3UVlRw+L397Jpw3HASOa98KKhzJo7WJYe6SJsZdUsfm8PK5YdYMbMQUybMQCLpXstiCv8Q2u9xs/nq8DIrQF4Tym11X2brbXe3p5zKaUSMKbR/0Zr/YzH9k3ASuB24J9+aXjLyoHvAS8B77sDsKo2jmlTSAVDwELgOuBPGFP87gQ+VkrN0lqvbe1ApdRjGFMD/4Mx5S8WYxphQGcP9CSFZyr48IO97NpxduZiQkI0F8wYwJRp/eXF3c9cLhc7t+fy7tu7KXevyTZgYBLX3Xge6ekyA68rmTZ9ABvWH6OyopZPPtas+iyHadMHMH3WQOLiQqsa+IplB5kzb7BMcAgSpVQq3uUMlWuty314iHcBJ3ATRodDe1yHkYjuOUSG1nqVUqoMuIDAB0Norf+jlErGiBXeUEpdp7Vue22dVoRMMKSUmozxy3lAa/0n97aXgV3A74CZrRw7DXgQuE5r3eyUQOG7qqo6Plt+kM9XHmqYHt+7TzwzZw/ivHG9pXciAEpL7Lz7v13s3mVM2oiMCuOyBSOYOq2/5F91QVdfN5p584eweuUh1n55lKqqOlYsO8jnqw8zZWoWs+YMIiExNGpsLflwH8VFlVx93ehuM/W+i9mIf3OGmorECLZ8KaNePyOvUbCmlDK5t3VaTKG1fkYp1Qv4OfCCUuouj7pJ7RYywRBG7YJa4IX6DVrrKqXUi8DjSqlMrXVLU/LuAzZqrd9RSpmBGB8jZuHB6XSxZdMJPv5wH7Yyo2ciITGay68YwdjxveWTYwDUry7/0QdniycOH5HGNV8ZIwUpuzhrfDSXXzmSOfOG8MXnh1mz+gh2ey1frD7M2jVHmTi5L3PmDQmJYeb1a49RWlrFrbdny1I4nc8vOUNKqXigupkcnrsBE0ZtofaqrzB9E8astHpXYozGNNQNcg+pZQK5WutSAkBr/bA7IPoWRv7QD309Vyj9lY8H9jUTxGzA+MWNo+X6BPOA15VST2CMJcYppY5i5Bu9GqD2dmtHjxTz/ju7OH7M+BuOiDAza+5gZs8dQmSkLOsQCAX55Sx6cweHc4ziibGxkVx57SjGSeDZrcTERnLRJYqZswexds1RPl95iPLyGtavPcb6tS3PEO7sGkD79uTz8E+XBO3x2ykPL4oudkZDOsqPOUPZwGtKqTcwgphwYDpGx8MWoGmByJ+7vx3hvr1NKTUdKNFa/8W97QOMxOVfKaUGYiRQDwW+C5ykccHFa9w/34WRAlP/ON/FqHFUn8JyhVKqL4DW2jPA8tZ3MHKMf6CUKtRaP+HDOUIqGMrEuJhN1QdAvZs7yF2TIQUjUnVg5A0VYVygV5RSlS0NnSmlStpoU9dajdEPSkrsfLx4H1s3n/1VjB3fm8uuGCE9EwHicDhZ9dkhln2yv2EYMntiH664apQUTwxxHZmhGR0dwZx5Q7hgxkB+/pOP23ysjtYA8qatgXz8QAp0Zeku6iDwEUZV6K9jDGPlAI8Dv2umx+jXTX7+mvv2KPAXAK11jVJqBvCw+7y3AjaMitU/01oXedGuH9F4GPBa9xc07m3yitbaqZS6HSPAelwpdUZr/Xx7zxNKwZAFYwZYU1Ue9zenfuGlFGCq1no9gFLqHYw/hkdoobS4OKu2xsGqlTl8tjyH2hpjmnyfvglcefVIBg6Wlc4D5fixEha9sYPcU2UAJCVZuPYrY1Aj0oLcMuENf/SUdFZPa2tt/b8HFndKG3oarfXVQXzsExhDYt7u71X3s9a6GGOh1h+0sd9CPHqEPLYP8LZNzRx7Zwvba4Bzlh5pj1AKhuxAc9Mqoj3ub+k4gMP1gRAYZb+VUouA+5RScc3lEDVd+bYpd89Rt+4dqp+x9OH7eykuNi5lXFwkly4YzoRJ/SRZN0Bqahx8ukTz+cqzxRMvmDGQiy9TkqMhWrTko32cf8EAEhKi295ZCOG1UHrVzcUYKmuqfltLC7AVYfQoNTcenIeRb5SAUZsgJD36yKdedbX7e7z+5IlS3n9nN4cPGT2bYWEmps8cyLyLhhIdLdPkA/V7ObD/DP97cwdFhUbxxPQMo3hi/wFSPFG0bsXSg6xakcPYcb2ZPmsgffsldurjOxxOmWEmuqVQCoa20XwvzhT3bbP1ENzjhduAPs3c3Rcjj8ibccyg8WYs3p/j9U6ni+WfHmDZp/sbiiaOHJ3O5VeOIDU1rvWDexB//17Ky6v58P29bN5orCcYFmZi7vyhzJk3RMoTCK/ExkZSUVHDls0n2bL5JAMGJjNj1kBGjemcJW9WLs9h3kVDA/44QnS2UAqGFmEkVt2DUUipviL1XcAarfUp97YsjKnz+zyOfQv4g1JqvtZ6qXu/eOAG4MtOWi+lS7CVVfHaK1s5eMCoYp6WHseVV49i2HBZ4DNQnE4XmzYc56MP9lJZaSyW2X9AEtffeB7pGVI8UXjvwV/MY9uWk3y+6jCnc20cOVzEkcNFJCVbuGDGQCZN6RfQ4qfLPt3PqDEZZGTK363oXkImGNJar1dKvQU8qZTKxMh6vwMj6/xOj11fBmZhDH/V+xtGEPU/pdTTGGun3I2RXf6zgDe+izigC3jtla2Ulxu9GRfMGMDlV44gPFymygfK6dwy3n5rF0cOG52TFksEly4YzuSpWZKPJdotIiKMSVOymDi5HwcPFPLFqkPs3ZNPcZGdxe/tYfF7e1o9vqPD7Q6Hiz8+ucrv5xUi2EImGHK7HWN63+0YdQN2AJe1VXdBa12plJoD/B6jzpAFo6DUhf5e56UrcjicLP1kP58tO4jLBdHR4Xzl5rGMOa+5FC3hDzU1DpZ9sp/VKw/hdBpjkeMn9GHBVSOxWkNr+QXR9ZhMJoYO68XQYb0oyC9nzedH+PKLI20eF6jp8aE87V4Ib4RUMORebO3H7q+W9pndwvbTGAu8Cg+lJXb++8rWhkJ+/bISufX27JCocttd7d2dx7tv76K4yBid7ZUayzXXj2HosF5BbpkIVR2pV5SaFsfV1432KhjqyOML0Z2FVDAk/Evvzef1V7dRUWG8yM2YPYhLLx8uyboBUlJi5/13djcsZBsWZmbOhYOZM28IEREyFCla1plDTLayKqzxjafmSw0i0dNJMNQNORxOPv1Y89nyHAAsMRHcePM4Ro5uq1q98IXD4WTtF0dY8rGmptooWDlkaArXXD+G1DSZnSdCyxOPrmBcdm9mzBpI7z7duoyaEF6TYKibKSm28+rLWzh6pBgwZi3dcnu2LKURQM8+/QWnThoVpOPiIllw9UjGZ/eR9cRESHI4nGzeeILNG08waHAy02cNYuSodEnoFz2aBEMhoCP5Ap727M7jzf9ua5i+PXvuYC6+TEmRNB95m0dRHwhNOT+LSxcMJyZG1hMToeu6G8bwxarD5OWVcyiniEM5RSSnxDB9xgAmTuknBVdFj2Ry1VfdE+dQSpVYrdaETZs2Bbspraqrc7Lkw32sXnkIMAqz3XjrOIbL+lZ+53K52L4tlw/e2Y3NZiyll5Fp5bobpIK0CC5vc3uefHoBLpeLA/oMn68+hN5b4Pe2fPjpQwCu3bu3yycx0SVIz1AXZ7NV89KLGzl2tASAgYOSueW28SQkyrCYv+Xl2fjgnT3s18abR0RkGBddMozpMwdK75voUkwmE8OGpzJseCr5eeX84bcrA/IwgThpKFNKedu7MFBrfSSQbQFQSj0OXAQMAmKAI8DrwB+01hUe+00EHgKygTSgFGNViEe11l82c95pwJPu/cuANzBWra/0sl13YxRZHggcA57RWv/Vi+PuBP4NjNdab/PYngKsAAYDl2qtP/emHZ4kGOrCykqreP65deTnl2MywdwLh3LhxUPljdnPKipqWLpkP+u+PNpQM2jk6HSuuna05GKJkOHrcHtauiT5+1HT8i73YxQOfqDJdv93xzVvArAO+A/GouZjMQoRz1FKzdFa1wdvgzHigX9irBOaCNwKrFZKXVq/sgOAUmocsBzYjbFyfV+MwGYQcEVbDVJKfRP4O8bKEX8EZgB/UUpFa62fau8TVEolA8uAIRh1CdsdCIEEQ11WSYmd559bx5mCCsLCzHz1zmxGjc4IdrO6lbo6J2vXHGHZJwew2408rJReMSy4ciSjxsi1FqGlM6bnz79kGOdP68+jjyxte+ceSGv9iufPSqnrgV5Nt3diey5puk0pdQh4CiNQ2uTe7w2M3h3P/f4GHALuAzx/4U8AhcDs+nVElVJHgH8qpeZqrVe01B6llAV4HHhPa32De/M/lVJm4BdKqRe01qXePj+lVCLwKaCABVrrc8uje0mCoS6ouNjOP/66lqLCSsIjzNzxtYmo4ZIf5C8ul4u9u/NZ/P4ezhQYPcnR0eHMu2goF8wYIMuXiB5r6ZL9LF2yP9jNOMf+O8NOA23VDskbttAhn2LgqPs2sbWd3Cs7FHju517zcz7w+yYLqr8MPI2xHmiLwRAwB0gBnmuy/a8YPVGXYgzjtcndlk+AUcCVrQVh3pBgqIspKqzkH8+tpbjITkSEmTvvmSyVjf0o91QZH7y7h4MHzgBgMsHUaf2Zf8kw4uJkGQ0hQpQ3RdS6RKE1pVQS4M0nrkpvcnSUUmEYy1tFAqOBxzBygs6ZGaSUsgJRGAHLHe79H/XYZQxG3NDoWK11jVJqGzC+jebU39/0sTcDTvf93gRDVoxAaCxwtecwnq/aFQy5u7i+Amit9fqOPrhonzMFFTz/3FpKSqqIjAzjrq9PZvCQlGA3q1sot1XzyceaDeuOUT/BcphKZcFVI8jIjA9u44QQPclWjDyjtvwK+KUX+40Adnr8rIGrtNYlzez7b+A69/c1GLk9T3jcX7+gZW4zx+YC57fRlkygWmtd5LnRHUwVAr3bOL7ef9znulZrvcTLY1rV3p6haowEq/sACYY6UX5+Oc8/t5ay0mqiosK5+xuTGTAoOdjN6vLq6hx8seowK5YdpKqqDoDUtFgWXDWS4SPSpHCiEKKz3Yqx2HhbDnl5vsMYQ1uxwFT399YW9v0V8A+MpOjbMHqJIjDe+/FoV/W5h1JF2+22YARZzfHm+HrpGAnhx73cv03tCoa01k6l1HFAPip3orzTNp5/bh02WzXR0eHc/c0pUtOmg1wuF7t2nObDD/ZSVGj0NFtiIrjo4mFMvaC/zMgTQgSF1nqNn89XgTHbCuA9pdRW92221np7k3134u5FUkq9gjGctRC43r2L3X3bXM5AtMf9LbG3cKy3x9f7BvAM8IlS6gKttbeBYYt8yRl6CbhNKfWM1rq56FD4Ue6pMp7/2zoqymuwWCK451tT6JeVGOxmdWknjpfywXu7OZxj9NSazSamTR/AhRcNJSZWqkeLnsfbafmysn3gKaVS8S5nqLxJErO33sXIz7kJ2N7STlrrWqXUe8DPlVIWrbWds8Njmc0ckgmcauOxc4FIpVSy51CZUioSI0+prePr7QQWYMxyW+oOiE57eWyzfAmGvgSuBbYppZ4DDgDnJHFprVd3pGECTp0s5fm/raOyopaYmAi+/u2p9OkrCyv6qrS0ik8+2sfmjSca8oJGjEzj8qtGkiYLqooezNtp+bKCfafYiH9zhpqKxAi2vHkzsWAUz7Ri9NrsAuqAicDb9Tu5g5lxwH/bON829+1EjCnxePxs9ri/TVrrL5VS1wHvY/QQzWohD8orvgRDnlnbzwBNK26a3Ntk/nEHnDhewj//vh57ZS2xsZF8496pZPaW0Ulf1NY4WL3yEJ8tP0hNjbGqfEamlQVXjWSYSg1y64QQohG/5Ay5p55XNzOCczfG+/Rmj31TtdYFzRz/FeC41jofQGtdqpRahjE69IRHz9RtQBxGIcX642OALOCM1vqMe/MKoAi4l8bB0LeBcuDjNp+1B631EqXUHcCrwAdKqYvcPVjt5kswdJcvDyS8d+xoMS/8fT1VVXXEWaP4xrenkpHZUr6baInL5WLb1lN8vHgfJcXG/0dsbCQXX6aYNKWf5AUJIUKOH3OGsoHXlFJvAPsx3u+nY+T/bAE8C0G+oZSqwhj5OQ30w3iv74sxnObpIfd+K5VSL7j3+SHwsdZ6mcd+k4HP8OjB0lrblVIPA39VSr2JERDNAL4K/MSXnh2t9WvuKtR/ARYppa7SWte19zztDoa01i+19xjhvSOHinjx+Q1UV9dhjY/im/eeL+XyfXD0SDEfvLu7Yc22sDAT02cOZO78oVgssiq3EL4I4byhPLwoutgZDQkhB4GPgMuBr2OM1uRgVID+XZMeo1eA24HvY9QkKsFYxuO2plWdtdZblFIXAr/DKLRYhjHL/GfeNEpr/ZxSqhYjgLoKY0bYfVrrP/v2NEFr/Vf3+mS/AhYqpW7zWGrEK7JqfSs6e9X6QzmF/Ov5DdTUOEhIjOYb904lNVUCofYoKbbz0eK9bNtyNg9v9HkZXH7FCFJ6xQaxZUL0HBMnTsRms5VqrROD3RYhvOFzBWr3KrdTMKLIpuMNLq31rzvSsJ7m5IlSXnx+A7U1DhKTLHzz3qny5t0OJcV2Vn2Ww/p1x6irdQLQu088V1w9ksFDpEK3EEKIlrU7GHJXoX4buIizydL1lelcHtskGPKS3V7LKy9tprbGQVKyhW9953ySkmOC3awuofBMBZ8tz2HzxuM4HEYvp9UaxSWXD2fCpL6YzVI0UQghROt86Rl6BCMQehxYjpEgdQeQjzFmaMEYexRecLlcLHp9O4VnKgkPNxZdlUCobfl55axYdoBtW07hdJ4NgmbNHczU87OIjJJl94QQQnjHl3eM64G3tNaPuBOWAE5qrVcopZZj1Ei4Ey+TqXq6NasPs3OHUSvqqmtH0buP1BFqTe6pMpYvPcDO7bkNtYISE6OZPW8Ik6b0IyJCKjoIIYRoH1+CoX7AH93fO9y3kQBa6zql1GsYNQMkGGrD0SPFLH5/LwDZE/sweWpWkFsUuo4dLWbFsoPs2XV2QkhKrxjmzBtC9sS+hIfLNHkhhBC+8SUYsnkcZ8Mo6+250mwpkNHBdnV7FRU1vPryFpxOF+npcVx7/RhZFLQZh3MKWb70IPs96oGlpccxd/4Qxo7rLbWChBBCdJgvwVAOMAxAa+1QSu3GGDr7l1LKhLFUh99Wku2OnE4Xb7y6jZJiOxGRYXz1zgmS4+LB5XJxcP8Zli090LB+GBizw+bNH8qoMRmSGC2EEMJvfHkHXgZ8TSl1v9baAfwD+ItSKgdjFtlA4EE/trHbWfVZDvv25gNw3VfGkJ4h1aXBCIL27slnxdIDDcUSAbL6JzJ3/lBGjEyT3jMhhBB+50sw9FvgP7in07urSUZjlNN2YFSifNJvLexmDuUU8slHGoAp52eRPbFvkFsUfE6ni907T7N86QFOnSxr2D5ocDLz5g9lyLBeEgQJIYQIGF+W4ygHdJNtf+RsUrVogc1W3ZAn1LtPPFdeMyrYTQoqh8PJ9m2nWLH0IPl55Q3bh6lU5s0fwsDBKa0cLYQQQviHJKp0EqfTxWv/2YqtrJqoqHC+eseEHjsNvK7OyZZNJ/hs+UEKz1Q2bB85Op25Fw4hq39SEFsnhBCip+nIchxRwGxgkHvTIWCV1rrKD+3qdpZ9up+DB84AcMPNY+mV2vOW2qitdbBx/XFWLj9ISYnxZ2IywZixmcy9cCi9+8QHuYVCCCF6Ip+CIaXU7RjDYkk0XoqjRCn1Q631Qv80r3vYv6+A5Z8eAGD6zIGMGZsZ5BZ1rprqOtatPcaqFTnYbMZCyWaziXHZvZl74VDS0mUxWiFE16eU8nbl84Fa6yOBbAuAUupxjBUjBgExwBHgdeAPWuuKVo77P4xV6bdrrcc1c/80jNzgbIxV698Afqa1rmy6bwvnvxv4EcaEq2PAM1rrv3px3J3Av4HxWuttHttTgBXAYOBSrfXn3rTDky9rk90ILMR4An8A9rjvGgV8C3hRKWXXWr/R3nN3R6Uldl57ZSsuF/TLSuSyK0YEu0mdxm6vZe0XR/h81WEqKmoACAszMWFSP+bMGxyyC9HmfL83jrK8VvcJi09n8J9PdVKL2taeNrucTnDWGbcuBy6nA9xfrqa3Lo+f3SW/jz8xG2dFYauPZYpJJuuhVWd/NoeBOazhFnMYJlMYmM3GNlOT+xr2aT1xviv+rkS3dluTn+8H+gMPNNleQOeYAKzDmPRkB8ZiFESeo5Sao7U+J3hTSmUAPweaDZaUUuMwluLaDfwA6IsR2AwCrmirQUqpbwJ/B97C6FSZgTEjPVpr/VQ7nx9KqWSMWe5DgMt8CYTAt56hB4F9wFStdZnH9veVUs8B69379PhgyOFw8urLW6moqMESE8FX78juEZWSKypq+GL1YdasPkxVVR0A4RFmpkzNYtacwSQmWYLcwta19ebq7T5tcdXV4rSX4rCX4aqpxFlTiavafev+clZX4qqxN2wzfvbYp64GV12N123ef1cEuJwdbnubz62yiKMPjenweUzhkZjCo8B9a/K8jYjy+nmXrHwec1Qc5ug4zFFxmKLjMEfFNmwzRcUZ55RZi6IDtNaveP6slLoe6NV0eye255Km25RSh4CnMAKlTc0c9lv3djOQ2Mz9TwCFwGz3hCqUUkeAfyql5mqtV7TUHvdC748D72mtb3Bv/qdSygz8Qin1gta61Munh1IqEfgUUMACrfWq1o9omS/BkAIebhIIAaC1LlVK/Rv4pa8N6k4++Uhz5LBRNPCmW8Z1+wVYbbZqPl95iC/XHKGm2lipJTIyjKkX9GfW7EFY46OD3EL/cjmdOCuKqLMV4LAV4CgvxFlZgrOyzB3klOKsLMVpN74c7u3OylKcVWW4auzBaHTnP2YH1Ad7HZW/8Ntt7mMKjyIsPpWwuF6EWeu/mvm5/jY2GVOYzEEJBf/3wOLTQHobu+U9+fQCWR0BjrpvE5veoZSajFEmZyLwp2bujwfmA7+vD4TcXgaeBm7AGK5qyRwgBXiuyfa/ArcCl2IM47XJ3ZZPMEalrmwtCPOGL//Jp9u43wV0/GNzF7dnVx4rV+QAMGfeYEaMauv/tOsqKbGzakUO69cdo67WeLONjg7nghkDmT5zILFxkS0eG0rDHC6XC2el1x9KOHB3VECCC1NENK666oZhqZb3s5A491sQHknxh7/z6tx9fvwJprCIhmEol8lMXeFRqg6sxX5gDdXHthlDZk2Ep2QR2WckkelDKVn6rFePlXLdryl8/wmobSPoM4eTOPdbRA+9gPCULEwupzEs56g1giFHDa7aandgVN0QILnqajjz5k+8aktE+lCc1eW4qspxVpc3e21dddXUFZ2gruiEV+ds9SnFpjD4mROYwlv+2xd+5c0LbJd4EVZKJQHeTDWu9CZHRykVhpHfGwmMBh7DWDZrU5P9TMCzwEta621KqeZONwYjbmh0rNa6Rim1DRjfRnPq72/aI7UZY2mv8XgXDFkxAqGxwNVa66VeHNMqX4KhhcBdSqm/NYkM6yO1uzASnHqsoqJK3nhtGwADByVz0aXN/lF1eUWFlXy2/CCbNhzH4TDeXGJiI5gxaxDTpg/AYolo8xydNSQF4Kwqp7boOHVFx6krPE5t0Qnj+6Lj1BWdoLb4BK6q8rZPVK9JIGS2xGOOScJsiScsJsH42ZKAOSYBsyWBMEv9tviz22ISMEfHY4qKxRwVgynCgslsZv+dbb8WumrtpN78BwCvg6HYURficrmoObkb24a3sG14i9rTjcqGYQqPJHrwVCzDpmMZNp3owVMJi0louN/rYOiKByn838Nt7+iso2TZX2DZXwjvNYDYsZcRN/ZyLMNnY45svTfR22Bo4O/2NXzvcrmMocfqcpxV5biqy3FW2XBUlho9fLZCd0/fmbM/u793VhR79XjOikIOfD2W8OR+RKQNJjJtEBFpg4lIG0REqvG95zUVwsNWjDyjtvwK70ZhRgA7PX7WwFVa65Im+90OjASubuVc9bN/cpu5Lxc4v422ZALVWusiz43uYKqQxuuctuY/7nNdq7Ve4uUxrWozGFJKzWyyaTWwANjpzhGqf5UZgbFa/RnApwSm7qCuzsmrL23GXllLbFwkt9ye3a0WE3U6XeQcLGTThuNs33oKp9MIguKsUcyaM4ip0/oTFaR11lyOOmoLDlNzWlOTu5/avAPUFh1r+LTvrCzx6+P1+fEnhFtTG4ZOukIvQOF7v8a2/g1qTu1ttD08uR+x511K7NjLiBk5F3NU5ya3hyf3M4LSM0coXf4cpcufwxQVS9zYy4mbcgOxYy7BHOmfXDOTyYQpKgZzVAzEp7XrWJejzugR9GpnJ3WFR6krPIp977k9+OHJfbEMvQDL0OlYhl1AZN/RRo+d6OluBbz5Yz/k5fkOYwxtxQJT3d83WgNKKWXFyBX6rda6uUCnXn27qpu5r4q2220BWhr39ub4eukYCeF+WwfVm3etlRhDX57qswx/53Ff/bb+wFK86+brdtavPcrxY6WYTHDLV8eTkNA98mRO59rYsukEWzefpLT0bCmphMRoZs8dzOQpWUREBv5X7nK5cNjOUJu3n5pcTc1p47b29H5q8nPAUdv2ScxhhCf2Nj61J/clPLkf4Sn9CE/uS0RyP479aopXbYkddWEHn03nK3znlw3fR6QOJG7SV7BOvp6o/tlBTR4e+NRhak7somL7h5Rv+5CqnLW4qiuwbXgT24Y3MUXHETfuCqyTv0LM6Ivb7DEKlPbkCPX9v0+pyc+hNv8QtR63ziobAHVFJ7CtfwPbemOuidkSf7ZHbugFRA+abARsokfRWq/x8/kqMGZbAbynlNrqvs3WWm93b/85RpDS1koS9WPezX0iiPa4v7XjW/o04c3x9b4BPAN8opS6QGvtbWDYIm/+s+/q6IP0FFVVdSxz1xOaPDWLoSo1yC3qGFtZFVu3nGLLphON1gwD6D8giUlT+pE9sW+nzJA7/c+7jMDntG5zqMIUHklE2hAi0ocQ0WuAEfSkuIOe5H6EJ2b22E/gYYmZxE+9BeuUG4gaMCFkZk+ZTCai+o0hqt8Ykhf8lLqyAiq2fYBtw5tU7lmBq6oc27rXsK17DbMlntjxV2Kd/JVgN7tVMSPnETNyXqNtLpcLZ3khNXkHqTq8CfuBL7DvX4Oj5BROexmVuz6lctenxs5h4UT3n4Bl2AVED52GZegFhLezJ0t0PUqpVLzrTChvmqripXcx8nNuArYrpTIxSgA8DKR75ApFA5FKqQFAqda6mLPDY80Vy8sE2kruzHWfM9lzqEwpFYmRWO1tcuhOjBGqpcBSd0DUVj5zq9oMhrTWL3XkAXqS1StzqCivISIyjPkXDwt2c1rVUuJyHZEcjZjCgajZnAwfj8t09n8yOSWG7Il9yJ7Qt9MraJetefmcbWGJvYnMGGZ8ZSoi6m9T+ofULJ9QShIf9NSRkLo2LQmPTyVh5tdImPk1HLYz2Da/Q/nGt6jcvRynvQzbl69g+zIos5U7xGQyEWbthcXaC8uQqSTN/y4ul4u6M0cbAiP7gTXUnNwNjjqqDq2n6tB6WNLMB3aTmWH/9qInVHQ1G/FvzlBTkRjBVn3SWrp72+/cX00ddm//KbALqMOYbfZ2/Q7uYGYc8N82Hnub+3YixpR4PH42e9zfJq31l0qp64D3MXqIZjWTB+W10H9V7CJstmpWf2b01M2YNZD4EB8e83xzdmEiN3w0ByLncCTyfGpNZ7vmLTERjB3Xm+yJfeg/IMkvPQmOylKqj26h6vBmr4+xTr6BiEzVEPhEpg/DbLG2faAPwuLTvQpevBXIJHGXy0VVznpjBlpt6yvhhMWn+yUQ8vf1afPxrL1InP11Emd/3avE8kC2JRBMJhMRqQOISB1A/LSvAnj3PF1Oyr58hbiJ1wdt2FAEhF9yhtwTmqq11k3ze+7GSGupfwE+DFzTzCkew8gzegDYDw3lc5YBtymlnvDomboNiMMopFj/+DFAFnBGa33GvXkFUATcS+Ng6NtAOfBxa8+pKa31EqXUHcCrwAdKqYu01j7VLJFgyE+WfbKfmhoHMbERzJozONjN8UqxuR8HI2dzMGoWFeazQ3pmVy39ajczpOYz5v1+NeHhHRtSqj1zlMrdS6ncu5Kqw5uozTvQ7nNk3vtah9rQHl2pWvGxRyZQfXx7w8+m6Djip95CwpxvEN2/rVmuvukK1yeyzyjiz78V6/k3E5GSFezmBMzp5+/A/OoDJEy/g4TZXycys3vOXO1J/JgzlA28ppR6AyOYCQemA9cDW4BX3I9XijF01ohS6n6gTmvd9L6HgC+BlUqpFzAqUP8Q+Fhrvcxjv8nAZ3j0YGmt7Uqph4G/KqXexAiIZmDUNvqJLz07WuvX3FWo/wIsUkpdpbWua+95JBjyg4KCctavPQbAvPlDvZpSHizltmq2bTnJl9anOBM+pNF9aXX7GFL9GYNq1xDtMpI8fQmEHBXFVO79jMo9y6ncvYzavIPn7mQyEZE+7Jxp3aJ96gOhqKxxJMz5BvFTbwlYj1lXUnNyN2cWPciZRQ9iUTOxnn8L1knXExabFOym+VdYOM6KIoo/eZriT57GMnw2iXO+QdyEa7rE7EY/ysOLooud0ZAQchD4CLgc+DrG0FgORgXo3zXTY+QVrfUWpdSFGENnT2OsTfZPjGU+vDn+OaVULUYAdRXGjLD7tNZ/9qU97nP+1b0+2a+AhUqp25pbaqQ1Jlcbhd16MqVUidVqTdi0qbmK5We98tJmdmzLJSnZwo9/NrvDPSn+VlvjYPeu02zZdJL9uqBhOjyA1XGaITUrGVKzkgTnuTMqhy08twBfU87aaqoOrqVy9zIq9yyn6vCmc2vwxCQSM2I20UMuIHrgBKL6jyfMEh9S+TSB4u3Qjue19ua6AMRfcDsJ875N9MBJIZMM7cnfv19vr2Xi/O9jW/86jrL8hm2m8Ehix16OddqtxJ53GeYIL6fIN9EZf7PePs9BfzpJ2RcLKVn5T+rOHDn7+NZU4mfcZfQWpQ3yuR2+mjhxIjabrVRrndjpDy6EDyQYaoU3wdDxYyU8+/QXANz01XFkT+jbWc1rldPp4vChQrZsOsnO7bkNa4QBWCwR9C/5gCHVK0l37KW1t9DmgiGX00nNyV1U7FpG5Z5l2PXnuGqaFEINi8Ay9AJiRl1IzKh5RA+Y0GNncPkSDIGRW1W25mVKlj9H7en9DdvDk/uROPfbxM/8GuHxXXvGYnu151q6HHVU7llO2ZevUr7lXVzVLS7S3SBUAu/2/s24nE5yvpvaZi2tznp+EgyJrsarYTKl1HGMMcV3gZVa67a7C3oAl8vFRx8Yxesye8czbnyfILcI8vPK2bLpBFs2n6Sk+GwemdlsYvjINLIn9GHEqHQOf/2ydp23PlHXtu41bBsX4Sg9dxZjVL+xxIyaR8yoC7EMm97phfu6i5pcTcmyv1K65qVGFbEtI+aQOO9e4sZf2SVmhAWbKSyc2DEXEzvmYpzVFRz8Znybx/ir2nlnM5nNXhUV7arPT4hA8/YV9T2MEt3fAYqVUh9hTKv7xJu1Ubqr/fsKyDlYCMBlVwzHbA7OMEW5rZptW416QCeON15bq19WIhMm9WXsuN6trhHWkppT+yhb+19s616jtqDx5IXw5H4NPT8xI+dJDZQOqtixhOKlf6Zy5ycN20yRMcRP+yqJF36HqL6jg9i6rq09gXnh+09gnXpTUIaXOkPR4t+SdNmPe2xPrRDN8SoY0lp/F/iue0XbazACo1sBu3ua3TvAB1rrwo40RikVBTyKMU0vCdgOPKS1Xt7O83yEsfrtM1rr+zvSJru9lv97YHGr+wwZmsKwABVYfPSRTym3tW/V7qRkC9kT+jJ+Yh/S0uI69PhHHhzV6OfIfucRf/4txI2/koiMYSGZp9JVnfzj5Q3fR6QOJGHuvSTMvKv7Jf2GuMK3H6bw7YeJHjwV69SbsU7+CuEJoT09vz3OLHqIih1LyPj6QiJSBwS7OUKEhHb1tWutNwAbgJ8ppYZzNjB6EXAqpb7ACIze1Vof86E9C4HrgD9hZMLfCXzsLqa01psTKKUuB5qupxZQly4YEbCgwNtAKDo6nPPGZTJhYl/6D0xus5fKm1ox9cJT+hN//s1Yp94svRM+aM+1toyYS9L87xI7boF8cm+OyXxOcn6z+3RAWGJvHCWnqMpZR1XOOgr++wAxo+ZhnXozcROuIczS9nBbhwX4edr3f87RR8aTdtuzWM+/VT7UiB7PLwnUSqk+nA2MZmJM4dsOPOjtirLuXqf1wANa6z+5t0VjVLw8pbVuM8BxV8HchVE/4Vd0sGdIKVUSHh6dcPlFj7e635NPL/D1IdrUVq9UvcefvJSIiPa9eTprqqjYvhjbuteo2P4RrrqzgZc5LgXr5K8Qf/4tRA+ZJi+WfuByubDv/Yzipc9Sse0DcP/vmSKi3UNh3yWq35ggt7L78jYpeei/arDr1ZStfY3yTf9rlItjCo8idtzlWKfebMxIC6Fih94+v94PfEDei/c0BOjWKTeSdvtf/doDKQnUoqvxSxam1vokRsGjvyilkoArMAKj0YBXwRBGIaha4AWP81YppV4EHldKZbaxmi7AfRiVO/+AEQyFtNam6FaZrOREzoCYb3p1rvYEQnVl+ZR8+gwly/+G0342x8gUGUNc9lXGC/3oizCFh269pEDz5/RpZ1U5ZWtfpWT5c9Sc2NWwPTy5H4nz7iVh1t2ExaV0uM3CP0zmMGJGzCFmxByctz1L5c4llK17jfINb+Gqq6Z809uUb3q72WNDZTZaazwDIaDRYrH1usLzEMKf/D4lxb2Y28vur/YYD+xrZuG5DRilw8dxdpG4cyilMjAWmvuO1rrSY7G5kNX0zbaOCI5FTOJg5ByOR2TjMvn311NbcISiJU9RtvpfZ5duMIcRO/oirO48IHN0x3KMugt/LKFRc/oAJSv+RtnnCxsFnZZh00mc/z3isq+WWWEhzhwRRVz2VcRlX8X+DW+1ub+jLA+XyxXSPamBXB5GiK4qlF6JM4GTzWyvD4B6t3H8bwCNu8S4N5RSJW3sktDG/R3mwkRe+AgORM7mcMQF1JjPBiMRrgpqTR2fnl59cjdFHz6Jbd1r4DSqIphjk0ma/z0S5n5LZoH5kcvppGLnEkqW/aXxrLDwKKzn30zivO8QPSA7iC0UgXbkJ8pIvJ56E1G9RwS7OUIIL4RSMGQBmisPXuVxf7Pc+Ua3A7PaW4I7WAryy9kUfQsHI2dTHnZ2porJ5aBv7RaG1Kykf+0GFia1/Wm0JfaD6yj68LdUbP2gYVt4Uh+SLvkBCbPukV4gP3JUFFP2+UJKVvyN2vychu3hKf1JnPdtEmZ+TYbCgqyzFpitzc+h6P3HKHr/MaL6j3fPSLuBiJR+HT53a7x9ft72+pQse46Eed8O6V4uIfwllIIhO9Bcffxoj/vPoZQyAc8A/9Naf9GeB2wruc/dc+S33qGK8hq2bzPqAR07WgKWGxvu61V3gCE1Kxlc8zkWV2nLJ2mDy+WicvdSihb/Dvu+lQ3bIzKGkXzZj4mf9tWetmZRQFUf30HJ8uco+/LVRlW4Y0bNI3Hed2RWWAjprByY5AU/pWzta9QVHqX66Faqj27lzBv/Z6yRNvUm4iZcG5DK4f5e0iT/le9RvuNDMr72IuGJGR1pmhAhL5SCoVyMobKm6re19J9+DcbquA8qpQY0uS/evS1Pa91sMBVodXUO9u7OZ/OmE+zbk99oXbBYZwFDqo11wZKcJzr0OC6ng/LN71D04ZNUH9ncsD2qfzbJC35iLNwob8p+d/ThsyvDm6LjiL/gdhLn3SvDIz1Yr+sfJ+W6x6g6uNadeP0mDtsZ7Ho1dr2a/Je/Q/TgqcSNW0DsuAVE9hkVsr0vlTuWcPzx6WT9Yr30bIpuLZSCoW3AfUqpuCZJ1FPct9tbOC4LMAMrmrnvLvfXpXg/q61d4qzn9rK4XC6OHC5my6YT7NiWi91e23BfVFQ4Y8ZmMmFSH+oey8BE66N6FmcxdnPrU15jo5wceXBMoxXgLcNnk7zgJ8SMmh+yL7TdRUSGIvHC7xB/wW2dU4NGhDyTyYRl6DQsQ6eRdvMfjTXS1r1mrJFWVU7VwbVUHVzLmUUPtXqeUJjVVVtwmJzvNs4rDIV2CeFPPgVDSql04AZgAFAObAU+7eDSHIuAHwH3YBRdrK9IfRewRmt9yr0tC4jRWu9zH/cBcKSZ870DLMYoCLnF10ZZLBF8574L+OszawC45fZsxo1vPpe7oKCcrZtOsmXTSYqKzl4Ks9nEMJVK9sQ+jBydQWSk0UOzv41ACODW0jtbXDm++uRu8v79TaoOrqU+3IodfwXJl/8Uy5Cp7XiWwld9frSEmJHzMJk7VuhPdF+m8Ahiz7uE2PMuwVlThX3fSsq3LaZ0xd/aPDZUZ3WFaruE8FW7gyGl1AzgIyAGGi14XqiU+rXW+s++NERrvV4p9RbwpFIqE8gB7gD6Y1SirvcyMKv+sbXWOe59m7YTIEdr/a4v7fFUvxhrn74JnDe28UheRUUN27d65AF56NM3geyJfRiX3Qertbl0KN84a6spWvxbihb/BhxGGGSdehPJC34mFaI7Wezo+cFuguhCzJHRDYGRN8EQQNHi3xE7fgGRvUdKL68QAeJLz9Af3LdfA5ZjDFFNBX4A/EkpNUVrfauP7bkd+LX7NgnYAVymtV7j4/k6zOFwcfhQEQCXXTECs9lk5AHtyWeLOw/I4Tjbw5OQGE32hD5kT+xLeoa11XP7MrvFfnAtef/6BjWn9gAQkTaY9Dv/TszIub48PeHBVVdL+fbFlK56oe2d8c/MI9F1dNZstKbOLHqQM4seJCJ1ILHuPKMYNdPniRDtmVEmRE/R7uU4lFIVwFNa60eaue9u4HngPq31X/zTxOBRSpVERloSLr3wMYYO68X8S4axeeMJdmzPxV55Ng8oMiqM88Zmkj2xL4MGpwRk9Xqn3caZRQ9RsuI5YxkHcxhJl/yQlKsfwRzZYtUB4YWa/BxKV71I2Rcv4Sg93bA9LD6d+Bl3kjDza0SmDwliC0V35O2srvDkvtQVNZ5gYbbEEzP6IuLGXU7seZcRZu3V6e1qafgeZDkO0fX40jNkA5pdhFVr/aJSai7wLYzlObq8+tlf+fnlPPfnLxu2m0wYeUCT+jLKIw8oEMq3fUj+y9+hrug4AFH9x5N+1/NSvK8DnLXVlG9+h9JVL2Lf65F7bzIRM+ZiEmbdQ9zYBT16SRIRGgY+dYTqY9up2P4hFdsWU3VoA057GeUbF1G+cVGbxwcq2bm5oEkSq0VX5Usw9BlwGR5riDVz/7U+tyhElZYYtR9794kne2Jfxmf3xhof2EUa68oKKPjv/djWvQ4YC3qmXPNLki5+QJZx8FH1qb2UrnqBsjX/wVle2LA9PLkf8TPuImHmXUSkZAWxhUI0ZjKZiO4/juj+40i58iHqSk5Tsf1DyrctpmLr+20e35lDYjL8JroqX95R/wn8Vyl1n9b6mWbuH0DLNYG6JKs1igmT+pI9sQ8ZmYGfOu1yubB9+Qr5r/2w4Q3bMmIO6Xf+XYZrfOCsrsS28S1KV71I1QGP9DNzGLHjFpAw6x5ix1wsdZhElxCemEHCrLtJmHW310NaZWv+Q+zYy6RWkBAt8CUYWgbUAX9USl2D0UO02b1tFsbK8T/xWwuDLDIyjId+eWFA8oCaU1twhLyXvkXlrqUAmGMSSb3p98TPuEtmkrRT1dFtlK56Adva/zZaKDUidRAJs+4mfvodhCc2V+dTiO7l9D/vBJMZy9BpDUnYkZnD5TVFCDdfgqFHMVaQHwfMdH95ZmFvBUqUUqMxVqGv62AbgyoszNwpgZDL5aJk6bOcWfRQw7IOcROvI+2rz8gbdjs4yguxbfofpav+RfXhjQ3bTeGRxGVfTcLse7AMnyN1gUTQdebsNFOkBVeNHfv+L7Dv/4Izb/6UiLTBxI5bQNy4BViGzWjIj5PZZqInavdsMk9KqURgPGeDo3HACIwgywXUYqwkv0NrfVuHWhoESqkSq9WasGnTpoA+jquulrx/f4OyNS8DEJbYm/TbniVuwtUBfdzuwlFZSvmWd7FteJPK3cvAcTb+jswcTsKse4zq0H6ccSNEKPB2mGzI8+VU7llBxbbFVGz/kLrik14d55kQ7e1jAdy0YSAAW/YclK4n0SV0KAtXa12CkTD9Wf02pVQkMBojMBrv/rqiI48TanK+39urT3TezKpwVleQ+9cbqdjxMQDWaV8l7at/JizGb+vDhqSOXkNnVTnl2z7Atv5NKncuwVVX03CfKToO64RrSJh1D9FDL5ChANHjmSMtxI27nLhxl+Nyuag+to1jv5jY5nGOsjxcLpf8D4luz+9TkrTWNRjLX/i8BEao86YL2at9bGc4+fSVVB1aD0DyVQ+TcvUvesQLjy/X0Fljp2LHx9jWv0HF9g9x1Zxde9cUaSF27OVYJ99A7NjLpPaSEC0wZqeNb3tHtyM/HU7suAUBbJEQwSfzs4OktuAIJ566zFhc1WQi7ba/kDj3W8FuVshx1dVQsetTbOvfoHzr+7iqzq7hawqPJGbMJVin3EDcuCswR8cFsaVCdE+1eQcp+eRPwW6GEAElwVAQVB/fwYmnLsNRkospPIqMb72CdWK3K83kFznfz8RZWXJ2Q1g4MaMuxDr5BuLGX0VYbGKwmiZE0HVGEnbK1b+gfNtiqo9s7tB5hAhlEgx1ssq9Kzn152tw2sswWxLoff+7xKiZwW5WyHJWlhhTgofPxjrlBqwTr5VaKUK4dUa155SrHyHl6keoKz7FoQf6BfzxhAgGCYY6kW3jIk7/4zZcdTWEJfam7w8/IqrfmGA3K6SlffVZ4iZeS3hiRrCbIkSPFp7UO9hNECJgJBjqJCXLniP/1e+Dy0Vk5nD6/PAjInr1D3azOp3L5WpXd3vihfcGsDVCCCGEBEMB53K5KHz7EYo+eAKA6CHn0+f+93rUUI/L5aLmxE5s69/EtuFNavNzgt0kIYQQooEEQwHkctSRt/BblH3+bwBix15O5r2vY46KCXLLOkfNqX3YNhgBUM2pvcFujhDCQ2dWwBYi1Ekw5ANvXkTM1jRO/flaKrZ/CED8jLtIv/Pv3X61+Zr8Q5RveBPb+jepPr690X0RaYOxTrkR6+QbOP7kRTht+a2eS16IhQiczki+FqKr6N7vzAHS1ouIo7yQk3+6qiEQSr7iIVKu/VW3LaZYW3gc24a3sG14s9F6YADhKVlYJ9+AdcoNRPXPbrgGQ57NDUZThRBCiHNIMORnjvIijj8xyxgWMplIu/XP3S4J2Fldif3AGir3foZ972dUHdrQ6P6wxEysk67HOuVGogdNkUVRhegmZBFX0V1JMORHLpeL0y/cRc2pvZjCI8n45n+wTro+2M3qMGdtNVU566jcuxL73s+w56wDR22jfcKsvYibeB3WKTdiGTYdk9n7RR2FEF2Dt0Nr5okTsdlspQFujhB+I8GQH5V8+gwV2xYDkH7XP7psIORy1FF1eFNDz4/9wBpctVWNdzKZiOqfTcyIOcSMnk/M8NndPh9KCCFE9yTvXn5iP7SBgjd/CkD89DuIv+D2ILfIey6ng+pj2xuCn8r9nzdaA6xeZN8xRvAzYjYWNZOw2KQgtFYIIYTwLwmG/MBRUULuczeDo5bI3iNIu+3ZYDepVS6Xi5pTe6jc8xmVe1dg16txVhSfs19EhiJmxGxiRszBMnw24fGpQWitEEIIEVgSDHWQy+Ui71/3UHfmCKZIi7uOUGywm9WIy+WiNu+gEfjsXUnlvpU4ys6d1h7ea8DZnp8Rc4hI6hOE1gohhBCdS4KhDipZ/hzlm98BIO3WZ4jqOzrILTLUnjlK5d4VDUnPdcUnz9knLLF3Q89PzIg5RKQODEJLhRBCiOCSYKgDqo5s4czrPwLAev4txM/8WtDaUleSS+Xez9x5PyupLTh0zj5h1l5Yhs92B0BzicgY1m1rHwkhhBDekmCoDc7KEvbf2cI0cVMYuBxEZAwj/fbn/BpY5Hy/d9tVri0JWM+/Bfvez6jJ3dfs/ZbhM4kZMZeYEXOI7DNKav4IIYQQTUgw1BEuB6bwKHrf+zpmi9Wvp/amsJnTXkrpir81/GyKisUybLo7+JlNVP/xUu+nGxj/2mMUNDO7ry2p0XFsvfnnAWiREEJ0LxIMdVDqLX8kKmts0B7f4u71iRkxm+iBkzCFRwStLT2NN0GKPwISXwKh+uP6/vun7Tqmo+1t7zXprGsohBCtkWCogxLmfNMv53HWVFGVs5bKvSup3PuZ18f1+8lSvzx+d9DZb6zeBCkFVeW4XC4cLie1Tge1Tid1Tgc1Tgd1Tge1Tgd1TicOlxOny4nD6eLmT16gpMbulza2V9MAKiYskkcmX06Ye3jVBJhMJuMWk/G9x8/eXpPVJw9gNnm/f32bUqJiWHntDwkzhzFz0e85U13R6rESSAkhvCHBUAf5mifkqqul6vBGd9LzSqoOrMFVV+3n1vUs3r6x2utqKK+tpqK2hso647bCva3Svb3aUUe1o5Yq9221o44qRx1Vjlqq6+qodtR53a5+C3/WkacVVJWOGn669h2/n/eWT1/06bjC6krGvPZrr/f3pncsOiyCO4ZPJTo8griIKOIiooh133p+xUZEYY2IxhIeIRMPhOhmJBjqJC6ng+qjW8/O+Nr/Ba5mPtVG9RuLZcRsSj59JgitDH1Ol5OymipKqu2U1tgpqa6ktNrerp6Uof95JIAt7JlMQFJULEVt9NTUCzOZcbpcuHAFtmFeqHLU8o/dn/t0bJjJxPjULHpFx5FqiaOXJY40i5VeljhSo923ljhiI6L83GohhD9JMBQgLqeTmpO73MNeK7DvW43Tfu66hZGZw7G46/zEDJ9FmLUXQI8KhmocdRTYy8mzl1FQaSPfbiPPbmv4Pt9uo6TaCHzKaqoC8gYabjI39AbEhEcSHR5BdFg4UWERRIWFEx1u3EaFhRPt3vb3Xau9Ovcbl3ydCHMY4WYzEaYwIsLCGv0cbg4jzGzCbDITZjIz8tVf+v35BZoLvA6EAI7e+QRAu3OaAD696j4cTieXfuC/Su9z+yoq62qoqK3vNawm325r8ziHy8Wm/KNt7hcTHmkES9Fx7gDJSt+4RIYkpDEsMY0sazLhMtlBiKCRYMhPXC4Xtaf3ny10uG8lDtuZc/aLSB2ExaPQYXhiZhBa23kqa2s4aivimK2Q4+XFnK4sI99uo8BuI7/SCHpKqit9Pn+YyUxCpIXEKAuHys693s15f8G9xIZHERsRSWx4JLERUUT6sMist8HQBZmD231u0bKRyf7/n3l5/l3nbPM2UPvR+PkU2G0U2Ms5U1VOgb2cAruN8tqzw96Vdcb/wVFbUbPniDSHMTC+F0MS0xiamMbQhDSGJqYyMD4Vi0yKECLgJBjqoNLV/2oY+nKU5J5zf3hSn7M9PyPmENGrf8Da4ssU7I4mmDpdTvIqbRy1FXLM/WJ/rP6rvIgCe/vaExMeSZrFSnqMlVSLlTSLlbQYK4lRMcaXO/BJjIohIdJCXERUQ/6Gt29e2alZ7X6evk5vby+H0xnwxwiUFdc8wNx3nvZq319v/Iip6QMC26BOcv+4ec1ut9fVcsZuo6CqnIJK4/aM/WywdNRWyMHSAqodddQ4HeiSPHRJ45IaJkxkWZMZmpjKkAQjUBrbqy8qMV3yloTwIwmGOijvX19v9HOYNdVY2LS+ynP6EJ9etMLi09usNRQWn97oZ1/erL09xl5Xy/6SPHYXnWJf0WmOuIOf4+XFXiUTR4dFkGVNIjMmgTSPQCc9Jp5USxxplnjSY6whm1sRqEDI4XSyu+gUX+YeYu3pQ2zMPxKQx+kMwxLT297J7R+7VvMPL3vWuipLeAT9rMn0sya3uI/D6eRERTGXvvcsZbVV59zvwsVRWyFHbYUsO362sGrv2ATm9FHM7auY3ntIyP7fCNFVSDDkpTBrKg5bwTnbzbFJxAyfhWX4HGJGziGy90i/fGIb/OdTHT6HL1wuF3l2G3uKctlTlMte921OWQFOV+u5Oukx8fS3JpMVl0yW1fgaYE0hy5pMqiVOPsli9KTp4nzW5B5k7elDrDt9iNKac98Eu7sJqVlsLjjm07HjX3us20yXDzOb6W9NaTYQas2pilJe3b+BV/dvACDCHMbPJlzC3L6KwQmp8r8mRDtJMOSl+kDIFB1HzLAZ7mKHs4nKGtvlqzwvOrjFCHqKjcCnsKrlRNg0i5URyZkMSUgly5psBD/WZPrFJUtuQzN6RcVysCSfL08fYk1uDmtzDzWbaNwvLonzMwZxfsYgHvjirSC01D9So+O8qvX03oJ7fUqehsD10nVltU4Hj278kEc3fki/uCTm9lXM7TucaZmDsIRHBrt5QoQ8CYa8YFEziRl9ETEj5hA9YEK3q/J8/+dvnrMt3GRmcEIqo1J6MzIpk5HJxlcvS1wQWugdb9+IO8PvL7jOHfzkMPudP55zf3pMPBdkDmZaxiCmZQ4my2Mo5YlNHwe0eGQg8586q8fm4XXvEx8R3e4ele4s3WIlz27jeHkxL+1bx0v71hEVFs7UjEHM7au4tP9oescmBLuZQoQkCYbaYI5JoN/PvK8I3RUlRFoYlXw24BmZnMnQxHSifJhhFUyhNHTy4zX/a/Rzr+g4pmUOYlrGYKZlDmJgfK8WhzIC/Ty8OX9nJYz76t97v2z4PsxkwtHGEG5rOitADrS8ZkoBVDvqWHVyP6tO7ucX6z/grhHT+N55c0iL8e9aikJ0dV3r3S4ouv/Y+65bHpEcAz9LiLRwfsYgIwDKHNzlZv94BkzeLnPSmaZmDGRrwXGqHXVeB0In7vptux4jlHoa/eXfe7/ktf0buWvENO4dM5Ok6NhgN0mIkCDBUBdXUl3Jx0d38/mpAz6foyu9SQdDcSs5VC3ZcfPDDet5dXWh1ONWb9Gl36TaUcfOMye5+qO/eXVMazlKzQ07huLz9ocqRy1/27WKv+1a1bBN1nATPZ0EQ37SmYuE1jjqWHlyP4sObmHZ8b3UOB0dPmdXEuhrnV9pY33eYdadPsS604fPqf3ije4SCIWyqLBwJqb7p25XKA8Jdob6Nfsk2Vr0VBIM+Ym3i4T6yuVyse3MCf6Xs4X3Dm2n2KNqc0x4JLP7DGP1yQOUt3Ox167WzQ/+v9anyktYm3eY9aeNAMjbStYt6YrXVMC3P/svk9L7MyltACOSM3rc8hjTFj3J986bw61qSpfLFxSio+QvPsSdKC/mnZxtLMrZQk7p2TpHJkzM6D2E64Zkc2nWKGIi5BOdN1wuF8fKi1jnDnzWnz7CsfJzl0iIDotgQloWUzMGMiV9IONTs6R0gJ95k5PTmT44soMPjuwAIDY8kglp/ZmY1p/J6QMYn9ovoIUNQ+FaFNjLeWT9B/xj1+fcP24eXxmS3eMCQtFzSTAUgmw1VXx4ZCf/y9nK2tOHGt2nEtO5fkg2Vw8aR6ZMk22Ty+Uip7SAdXmHGwKg05Vl5+wXGx7JpPQBTM0YyNT0QZzXq49P65UJ7zU3jBnMZO2rBo5lQ94RcitLqairYfWpA6x25+KFmcyMSs5kUvoAJqX1Z2L6ADJi4v322K0N6XbWzL6vqim8vn8jJytK+PGa//HXHSv54fj5XDXoPMwmGfYV3Zu82ocIl8vF6lMHePPAZpYc291oiYtUSxxXDxrH9YOzGZmcKQnPXvrWZ6+yPu9ws+ujJURGMzl9YEPPz+iU3vIpOAQEM4n3r7NvBuBkeQkb8o6wKf8IG/KOsK84D4fLyY7Ck+woPMmLe9YAZwuQjkzKZERyBr9Y9z7FNfZWH8OXXDZv9ve1gKWn3067ho8O76SoxhiCP2Ir5HurX+d7q19vtJ8kW4vuSIKhELAp7yiPb/qIjflHG7ZFhYVzSf9RXDc4m5m9h8gbtQ8WH9nZ8H1KdCxT0gcyJWMg52cMZHhShnzaFc3qE5fINXHjuGbwOABKq+1sKTjGxrwjbMw/ytaC41Q5asm328g/aWPVyf1enzvYQ2FtqQ+EWhPqz0EIX0gwFEQ5pQX8ZtMSlhzb3bBtSvoAbhg6kcv6j8YaGR3E1oWeitpqtp854fX+Vw0ca/T8ZAxkaEKa9Kh1U4HOt0mIsjCnr2JOXwUYszn3Fp9uWL9vT1Eu+4pzvV5j7t1D2xiZnMmg+F5++5ATCjlHQnRlEgx5yZ/j9nmVZTy9bTmv7d+Iw+UE4LyUPjw08VIu6D3EL4/RWQI1zd3hdHKwtIAtBcfYWnCcrQXH0CV5bS4W66l+2EN0b239bfljCMlTZFg4Y3v1ZWyvvg3bXC4X/Rb+zKvjv7vKGHaKCgtnWGI6I5MzGJGUaQy5JWeSFBXT7ja1dg38/fyF6I5CKhhSSkUBjwK3AUnAduAhrfXyNo67FrgRmAykA8eAD4DHtNal/mibvwKh32/5lOd3f469rhaA/tZkfpJ9MQsGjumSwzb+muZeYLexteB4Q/Cz/cwJymvbVyZAiOZ0RiXp9vQ6WiOisNVWG0UjC0+ys/Bko/szYxIYkZxhLI3jXhdwYHwvn2tXBeL57ys+zfCkDJ/aI0QoCqlgCFgIXAf8CTgI3Al8rJSapbVe28pxzwOngP9gBEJjgO8DlyqlJmqtQ2I1RxMmntm+AoDkqFjuHzeXr6opPW7WUlVdLbsKT7H1zLGGAOhEeUmz+yZHxTI+tR/Zqf0Yn5rF2F59mf32U91umQQROKGW7Lvn1l9yory40VDb3uLTHCkrxIWL3MpScitLWXFCNxwTFRbO8KQMRiRlNPQgjUjKINGLXqRAPP/rP36eV+bfxbjUfn4/txDBEDLvwkqpycBNwANa6z+5t70M7AJ+B8xs5fDrtdYrm5xvM/CS+5wL/d/i5nmuf+RyuVh8ZCe/3fwJR23GC110WATfHD2Db42e2aNyghYd3MLWguNsO3Oc3YWnqHMPD3qKNIcxKqU343sZgU92Wj+y4pLP+dQdam9uQrSHyWSinzWZftZkLsoa2bC9oraafcV57C3KZW/x2SCp3N2LtP3MiXNy5nrHJjT0INUHSQOsKQGvgF5SXclNn7zAwgvvYGrGoIA+lhCdIWSCIeB6oBZ4oX6D1rpKKfUi8LhSKlNrndvcgU0DIbd3MIKhEQFoa5u+zM3h8U0fN7x4hZnM3DR0Ig+Mv9Cv9Um6ivs/f/Ocbf2tKYxP7dfwNSq5t1S+FT1WbEQUE9KymJCW1bDN6XJyorykUbL23uLTHLUVAnCqopRTFaUsO76v4RhLeAQqMcMYanMPsw1PyiAhyuK3tmbGJJBbWcqtn/6Lf869jbnu5HIhuqpQeucZD+zTWjcd/9iAsXT8OKDZYKgF9QPaLa6toJQqaeMc7a5qWFxdyQ8+f4ulx/c2bLs4ayQ/m3AJQxLT2nu6kFXtqONQqffLVsRHRjOuVz/3kFcW41L7kiJDWUK0ymwyk2VNJsuazCX9RzVsL6+tZl/R6YYeJGNG22kq6mqw19Wy7YzRC+upb1xiQw9SfX2kAfHJPuUqvnP5t7hpyQscsRVy9/KXeXbmjSwYeF6Hn68QwRJKwVAmcLKZ7fUBUO92nu8ngAN4uyONaq+rP/xbw7IZE9P689DES5mUPqAzm+BXlbU1HCzN50BpAQdK8jhQks+BknyO2ooaZsJ5Y9ctj3TJBHEhvNUZidr14iKimJjev9FCtU6Xk2O2YnfvkbsXqeh0w3IzJ8pLOFFewqceH9Qs4REMTzrbg5QYaaHEi8KRfeOSePuyb3HzJy+gS/K4d9VrlNdWc9OwSX55fkJ0tlAKhixAc9OHqjzu94pS6hbgbuA3WuuclvbTWie2cZ4S2tk7lFNaQKQ5jCcvuI7rBo/vMrVtSqvtHCzNZ39JPgdLjNsDpXktJja3lwRCorsLdi6b2WRmQHwKA+JTuGzA6Ibttpoq9jVJ1t5XfJpKdy+SUbqicS9SVlwyI5IzGnqQRiZnkmVNavR/nBZjZdFl3+S2T//NtjPH+dGa/1FeW809o6Z32nMWwl9CKRiyA82thBjtcX+blFIzgBeBD4GH/dM07yVEWvjXvNuZkjGwsx/aK4VV5Uag0+grjzy7rdXjkqJiGJaYxtDEdIYmpjE0IY2hiWlMevM3ndRyIYQvrJHRxppqHj3UTpeTI2VFHj1Iuewpzm348HOsvIhj5UV8cmxPwzGx4ZFGL1LDbLZMhidn8Pol93DXspdYe/oQv9ywmAopiSG6oFAKhnIxhsqaqt92qq0TKKXGAu8DO4AbtdYOfzXOmy5ws8nEu5d/m6FBzg1yuVzkVpa5e3jyOOge4tpfkk9xdevl9tNj4hsCnWGJaQxx37aU39OZQwNCCP8wm8wMSujFoIReXD5gTMP2spoqIzBy9yDV5yJVOWqpqKthc8ExNhcca3Su/tYUhiWmMTC+F4fLzvD7rUtJdNR29lMSokNCKRjaBtynlIprkkQ9xX27vbWDlVKDgSVAPnC51rrCn41r2gXudDl5csun/GXHSsCoIL3wwjtJi7H682Fb5XQ5OV5ezMGSAvbX5/OUGr09bRUs7BeX1KiHZ2hiOkMSUts94yTYQwNCCP+Jj4xminsJm3oOp5OjtsJGw2x7inI5WVECwFFbYcPstno1DgddI0FACEMoBUOLgB8B92AUXayvSH0XsEZrfcq9LQuI0Vo3zCVVSmUAnwJO4GKttffTnHxQ46jjh18s4p1D2wCY21fxt9m3EBvR3Chfx9U6HRwtK2wIdOrzeg6WFlDVyicws8nEAGuKO9gxAp5hCWkMTkglJiIyIG0VQnQvYWYzgxJSGZSQ2mjGWEl1JXuLTzfqSdpXfJpqR10QWyuEb0ImGNJar1dKvQU8qZTKBHKAO4D+GJWo670MzIJGHzyWAIOAJ4HpSinPDL6cNqpXt0tptZ2vr/gPX54+BMCtwybz+PlX+WXBxaq6Wg6VnTGGt9yBz8GSfA6VnaHW2fKIX4Q5jEHxvRiWmM6QxFSGufN6Bsb3kro9QoiASIyK4fyMQZzvUXTR4XRyqLSAa/+8hBpkqEx0HaH2Tnk78Gv3bRJG7s9lWus1bRw31n37f83c9xLgl2DoZHkJty/9N7okD4CfTriY74yZ3e4ZYxW11Q15PAdK3LelBRy1Fba6EKklPIIh9cNaHnk9WdZkv61+LYQQvgozmxmalE5UWDg1wW6MEO0QUsGQew2xH7u/WtpndjPbAj48vbvwFLcvW0heZRkR5jD+MP16rhs8vtVjSqorjXye0ryz09VL8hvG2lsSHxndEPQMS0xjSIJx2ycuUaaoCyGEEH4WUsFQqFp5cj/fXPEKFXU1xEdG88+5t3FB5mDAmLlVWFVxTgLzgZJ88tuYrp4SHdsQ6Hjm9aRbrF2mPpEQQgjR1Ukw1IZap4M7li7E4XKSbrHywPgL2VuUy/uHtnPAXaSwpI3p6hkx8Q1DW/V5PUNbma4uhBBCiM4jwVAb7HW1OFxOzJjIs9v46ZfvNLufCVPDdPX62jxD3UNc8T1odXohhBCiq5FgyEtOjMTmMHfJ+7P1eYzAZ3BCKpZwma4uhBBCdDUSDLXBbDJx/9i5DE/KYGhiOgPjU4iU6epCCCFEtyHv6m2Ii4jiR9kXBbsZQgghhAgQmacthBBCiB5NgiEhhBBC9GgSDAkhhBCiR5NgSAghhBA9mgRDQgghhOjRJBgSQgghRI8mwZAQQgghejQJhoQQQgjRo0kwJIQQQogeTYIhIYQQQvRoEgwJIYQQokeTYEgIIYQQPZoEQ0IIIYTo0SQYEkIIIUSPJsGQEEIIIXq08GA3IMTF22w2Jk6cGOx2CCFEl2Gz2QDig90OIbwlwVDrTAA2m6002A0JAQnuW7kWci08ybU4S67FWQm4Xz+F6AokGGpdKYDWOjHI7Qg6pVQJyLUAuRae5FqcJdfirPprIURXITlDQgghhOjRJBgSQgghRI8mwZAQQgghejQJhoQQQgjRo0kwJIQQQogeTYIhIYQQQvRoEgwJIYQQokczuVyuYLdBCCGEECJopGdICCGEED2aBENCCCGE6NEkGBJCCCFEjybBkBBCCCF6tB65UKtSKgp4FLgNSAK2Aw9prZd7cWwf4GngIoxgcgXwgNb6cOBaHDi+Xgul1LXAjcBkIB04BnwAPKa17pKrdnfk76LJeT4CLgWe0Vrf7+92doaOXgul1C3A/cAooBrYCfxYa70hIA0OoA6+XlwI/BwYg/F6sQ94Wmv9ZuBaHBhKqUzgPmAKMBGIA+ZorVd6efwIjNfO6UANxuvFD7XWZwLSYCHaoaf2DC0EHgBewfjndgIfK6XOb+0gpVQc8BkwA3gc+AWQDaxUSiUFssEBtBAfrgXwPDAC+A/wfeAT9+0apVR0wFobWAvx7Vo0UEpdDswMSOs610J8vBZKqceAl4Bd7mN/BeQAGYFqbIAtxLfXiwXApxgfOn8BPAw4gDeUUncHssEBooCfAH2BHe06UKm+wGpgMPAg8AfgCuBTpVSEn9spRLv1uJ4hpdRk4CaM3pw/ube9jPHC/TtafyO7FxgCTNBab3Uf+7H72AeARwLXcv/r4LW4vuknQqXUZow3wZsw3kC6jA5ei/pzRGJ88n0SIwDokjpyLZRS0zDe7K7TWr8T+NYGVgf/Lr4D5ALztNbV7mP/CRwCbgdeDFzLA2Iz0EtrXaiUuhpoz+/3QcACjNNanwRQSm0AlmL0uP3Lz20Vol16Ys/Q9UAt8EL9Bq11FcYL03R3V3Brx66rD4Tcx+4DlgM3BKa5AeXztWiha7z+xXGEH9vYWTryd1HvPowX/D8EpIWdpyPX4j5go9b6HaWU2d2b2pV15FrEA8X1gZD72GqgGLAHprmBo7W2aa0LfTz8OuD9+kDIfb5lwH665mun6GZ6YjA0HtintS5vsn0DYALGNXeQUsoMnAdsaubuDcAwpVSMH9vZGXy6Fq2oHwbpijkAHboWSqkMjGGQB7XWlQFpYefpyLWYB2xUSj0BlAI2pdQRpdStAWlp4HXkWqwCRimlfq2UGuz++jUwDHgqIK0NQe48yzRafu0c37ktEuJcPTEYysToum6qflvvFo5LBqJaOdbkPndX4uu1aMlPMHIi3u5Io4Kko9fiN4DGyCvp6ny6Fu68uRSMYaW7Mf4ebgaOA68opa7xf1MDriN/F48DbwIPAQfdX/cDV2qtl/qxjaGu/nWxpeuYppQK68T2CHGOnhgMWTBmtzRV5XF/S8fh47GhytdrcQ737KG7gSe11jl+aFtn8/lauPNKbsfIK+kO69v4ei3qh8RSMN7wn9Navw5cCJygi+XUuXXkf6QaYxjoLYyg8KvAFuBNpdQkfzYyxHXH107RzfTEYMiO0cPTVLTH/S0dh4/Hhipfr0UjSqkZGDkUH2IMFXVFPl0LpZQJeAb4n9b6iwC1rbN19H/ksNZ6ff1Gd57MImBsF8wh6sj/yLPAZcDNWuvXtdavYgSGp4E/+bORIa47vnaKbqYnBkO5ND+cVb/tVAvHFWF8smnpWBfNdwOHMl+vRQOl1FjgfYyptjdqrR3+a16n8vVaXINRa+lvSqkB9V/u++LdP3e1T70d/R/Ja+a+PIyh5IQOt65z+XQt3DML7wEWa62d9du11rXAx8BkpVRPmc1b/7rY0nXM78KvG6Kb6InB0DZgeDOfUKe4b7c3d5D7BW0nRrGxpqYAB7pg4uw2fLgW9ZRSg4ElQD5wuda6wu8t7Dzb8O1aZHG2+OZhjy+Au9zfz/JrSwNvG77/j2wD+jRzd1+MfLIi/zSx02zDt7+LFIzSJc3lwkS47zP5o4Ghzj2DrIDmXzsnY1xjIYKqJwZDizBejO6p3+CuMHsXsEZrfcq9LUspNbyZY6cqpcZ7HKuAuRh5AV2Nz9fCPXvqU4wCdBd3gyqyvl6LDzB6h5p+ASx2f78l4K33r478j7wF9FNKzfc4Nh5j+vSXWuuuNhzi67XIB0qAaz2LCrqDqiuAXe5eom6nfuZck83/A650zyyr328exsy6rvjaKbqZntJN20BrvV4p9RbwpLtGSA5wB9AfuNNj15cxPtF7fnp7Dvg68JFS6imgDvgBRjfw04FvvX918FosAQZhFBicrpSa7nFfjtZ6bSDb7m++Xgt3svg5CeNGjEyO1vrdgDY8ADr4d/E3jMDhf0qppzFq6twNJAI/C3jj/awDfxcOpdQfgMeAtUqpVzB6ie7G6CX7Uac9CT9SSv3c/W19LbHb3P/7JVrrv7i31S9TMsDj0CeArwCfKaWexUi2/zFGz9rLAW20EF7occGQ2+3Ar923SRj5Lpdprde0dpDW2qaUmo0R+DyM0bP2GXB/B4qRBZtP1wIY6779v2buewnoUsGQm6/Xojvy9X+kUik1B/g98D2MWUKbgQu78HX09Vo8rpQ6jFGI8hcYCcQ7gGu7cHXuXzf5+Wvu26PAX2iB1vq4UmoW8Efgtxhrky0GfqC1rglEQ4VoD5PL1R1mAgshhBBC+KYn5gwJIYQQQjSQYEgIIYQQPZoEQ0IIIYTo0SQYEkIIIUSPJsGQEEIIIXo0CYaEEEII0aNJMCSEEEKIHk2CISGEEEL0aBIMCSGEEKJH66nLcQjRaZRSFuAAxqK2Q7XW1R73vYCx6OetWuvX/fR4fwe+CfSpX0jU4z4F7AT+rrX+vj8eTwghujrpGRIiwNwrtf8C6AfcW79dKfUbjIU7v+evQMitfl24yc3c9zRQ5m6PEEIIJBgSorMsBHYDP1NKxSml7gd+CvxCa/2cnx9rnfu2UTCklLocuBR4RGtd7OfHFEKILkuCISE6gdbagRH8pALvYaze/azW+tEAPNx+oAiPYEgpFeF+zF3APwLwmEII0WVJMCREJ9FaLwa2AnOBN4D7mu6jlLpBKfWFUqpcKXXEx8dxYfQOTVRKmdyb7wOGAfe7AzO/PZ4QQnR1EgwJ0UmUUjcCY90/2txBS1PFwF+Ahzr4cOuABONhVRrwMPCu1np5gB5PCCG6LAmGhOgESqmLgJeBd4DXga8ppUY03U9rvdSdTH20gw/pmUT9BBAF/DCAjyeEEF2WBENCBJhSagrwNrAGuBX4OcY0+98E8GE3uB/jHoyp+3/SWh8K4OMJIUSXJcGQEAGklBoJfISR1Hy11rpaa50DvAhcpZS6wIdzHlFKNTfE1kBrXQbsAWYA+cDj7W68EEL0EBIMCREgSqks4BOMvJxL3QFKvV8DduBJH04dB5xqcy+jdwjgZ1prmw+PI4QQPYJUoBYiQLTWxzAKLTZ33ykgpr3nVEqdB6QAX2tjvwhgNrAJeKm9jyOEED2JBENChBClVBgQ4f4yKaWiAZfHEh4XA9tpO8D5ETAQY5mPFofUvHg8IYTo9iQYEiK03Ab82+NnO8ZMrwEAWuvfA79v7kClVDJGsHQe8GPgj1rrdc3t6+3jCSFET2ByuVrNwxRCdBFKqZuB/2IkTL8M/NSzwKIQQojmSTAkhBBCiB5NZpMJIYQQokeTYEgIIYQQPZoEQ0IIIYTo0SQYEkIIIUSPJsGQEEIIIXo0CYaEEEII0aNJMCSEEEKIHk2CISGEEEL0aP8PFjN5n2G4CIEAAAAASUVORK5CYII=", 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" ] @@ -473,20 +489,28 @@ "id": "157a03af-7d98-479d-b44c-a79f6d737c2d", "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_2500868/2373019003.py:4: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)\n", + " p = PcSaftParameters.new_binary(parameters.pure_records, kij)\n" + ] + }, { "name": "stdout", "output_type": "stream", "text": [ " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", " 0 1 2.2123e-04 3.56e-03 \n", - " 1 2 8.2939e-06 2.13e-04 5.17e-02 1.51e-04 \n", + " 1 2 8.2940e-06 2.13e-04 5.17e-02 1.51e-04 \n", " 2 3 8.1416e-06 1.52e-07 1.13e-03 1.64e-06 \n", - " 3 4 8.1416e-06 2.73e-11 1.54e-05 4.04e-08 \n", - " 4 5 8.1416e-06 1.29e-14 3.10e-07 2.78e-09 \n", + " 3 4 8.1416e-06 2.73e-11 1.54e-05 4.11e-08 \n", + " 4 5 8.1416e-06 1.27e-14 3.15e-07 1.09e-09 \n", "`gtol` termination condition is satisfied.\n", - "Function evaluations 5, initial cost 2.2123e-04, final cost 8.1416e-06, first-order optimality 2.78e-09.\n", - "CPU times: user 2.96 s, sys: 75.1 ms, total: 3.03 s\n", - "Wall time: 866 ms\n" + "Function evaluations 5, initial cost 2.2123e-04, final cost 8.1416e-06, first-order optimality 1.09e-09.\n", + "CPU times: user 875 ms, sys: 7.91 ms, total: 883 ms\n", + "Wall time: 880 ms\n" ] } ], @@ -504,7 +528,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -545,6 +569,14 @@ "MARD (chem. pot., k_ij = 0.05048) = 6.181 %\n", "MARD (pressure, k_ij = 0.05056) = 3.092 %\n" ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_2500868/2373019003.py:4: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)\n", + " p = PcSaftParameters.new_binary(parameters.pure_records, kij)\n" + ] } ], "source": [ @@ -579,7 +611,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -593,7 +625,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/examples/pcsaft/parameter_adjustment/adjust_non_polar_non_asssociating.ipynb b/examples/pcsaft/parameter_adjustment/adjust_non_polar_non_asssociating.ipynb index 99a97ca78..04c48a32f 100644 --- a/examples/pcsaft/parameter_adjustment/adjust_non_polar_non_asssociating.ipynb +++ b/examples/pcsaft/parameter_adjustment/adjust_non_polar_non_asssociating.ipynb @@ -33,8 +33,8 @@ "from scipy.optimize import least_squares\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", + "from si_units import BAR, KELVIN, KILOGRAM, METER\n", "\n", - "from feos.si import BAR, KELVIN, KILOGRAM, METER\n", "from feos.eos import EquationOfState, PhaseDiagram\n", "from feos.pcsaft import Identifier, PcSaftParameters, PcSaftRecord, PureRecord\n", "from feos.eos.estimator import Estimator, Loss, DataSet\n", @@ -249,12 +249,12 @@ " 7 8 3.2164e-06 3.01e-10 1.33e-01 1.28e-06 \n", " 8 9 3.2164e-06 1.82e-11 3.21e-02 3.01e-07 \n", " 9 10 3.2164e-06 1.02e-12 7.61e-03 6.80e-08 \n", - " 10 11 3.2164e-06 5.45e-14 1.77e-03 1.54e-08 \n", - " 11 12 3.2164e-06 2.93e-15 4.13e-04 3.49e-09 \n", + " 10 11 3.2164e-06 5.45e-14 1.78e-03 1.54e-08 \n", + " 11 12 3.2164e-06 2.93e-15 4.12e-04 3.49e-09 \n", "`gtol` termination condition is satisfied.\n", "Function evaluations 12, initial cost 9.6023e-05, final cost 3.2164e-06, first-order optimality 3.49e-09.\n", - "CPU times: user 2.92 s, sys: 62 ms, total: 2.98 s\n", - "Wall time: 802 ms\n" + "CPU times: user 1.25 s, sys: 2.23 ms, total: 1.25 s\n", + "Wall time: 1.26 s\n" ] } ], @@ -333,13 +333,13 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "id": "f8444e44-ca81-42f5-be85-543640490d89", "metadata": {}, "outputs": [ { "data": { - "image/png": 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xEpFwTxv/iu8VgOeLR9lSH2Wv6W6MoWEjKrZVxjIvp1Uj7rJ9p2NU271cKXXU4zxzHisPEavMm+9fZR9j/D1WedVWKdWqwu+BGF8CMzFO4v+H8bp+7PnSVaamf/vV4jmpfwqcqpQac4x4o6vaLoSod8ec/6m1LtJaz6t021yhSVnxonMqnV8UxsXG+Rhf7E+0n9kYUzhuqhTCI9U8hlKMz9+KMVgwqulW9j1GRfhrK21/sJrPVdvnrU+zMJKo2yttv8Oz/VhVYutDtc9NHu9hDIm9QWv9IkaNgkeVUmdXaldfr3VN4xUNSHpARU0FAQeVUnMwTmopGENx7sL4Evy9p93PGMNaPlFKTfXcdybGsN2dHP23txy4TRlVz7ZgzBv73lM4ZSpGb+vvSqlPMK5k3oHRu1eTL891GdMRtNalSqnxGCeDlUqp9zDWWbwaI5l6UR9ZAbcuxQG/et6TNhiV3wo5ftW/clrr/UqpuzB6K7d4XuM9GCe3XhhFJLpjXKF8Qik1EmN9zd0YJ4xLgK4YxXrAuCq7SCk1E6PSXCZGL+1dnscs8TxvnjIqpd6ulPocY8mPzhgXFtZz5LIuJ3IXRmn3xcqo7JqIcYGtI0av/Mccpwqul9+/yqZg9Ci8qpQajjF/NgdjGNM5GFUEy07g72CsbXa+1vowgGc+6B/AR0qpCz0XiGr6t18Tj3v29ZVS6iuM/zclGH+XFwKrkSq4QnhDrSvgYiSvKRj/j+copX7G+Dz9B8bolRur2av0CkaP6fue0RqbMOahn47RM3Yi32CM8PhZGRXegz37c1TRdpLnvg8900S2Yiw1dYbnuWoyqqkmz1ufXsGYi/uW5+JyIsb7ehvGVIpXjvPYulbtc5MyKuBejXHuLCtedwcwEGPkXG/PxWOov9e6JudS0cCkB1TUVAHGnLEOGAnOOxg9L3OAQWUVRLXWO4ELMBKOxzCG6IZjzAfcf9RejS+xM/m7LPnneAobaKOc+sMYydV/MIrgPAv8tyaB12VMx9j/9xgfalsxXpuXAV+Mqm+Vh5zUpfMxqgw+g7GcxmrgLK31+uM+qgJtlMcfinFy+wfwNkYFxDYYy3kc8jSdhTGn4iqM9+J5jNfwDv6+WrkP+B/GItRPYFxAuBSjSuuZlaoN3gdMwyhS8DpGtbtLMJYGqTat9T6MSrZTPMfxGsZcxxEYF0UqV3Otah/eev8qx+HAmNM5AePv7RmM1+ZqjOFWLwEopW7C+L/wasXhtp7h0Y9j/F3c79lW07/9msSbjZGAPoUxhPkljC+CozCS0XdOZv9CiFpLwEi61p2o4TEem4hxAS8K4zP1BowRDwM9UyxOSGudiZEEzsLoBZ2EUcDobIx56CfyKsZnVkeMz/dxGHMFK/eoorVOAwZjXCAd63muAM9zmahZLYBqP299qvD5+i7GBb03PD//CwzWWuc2YCzVPTd19cS5DOO8UPb4LIze6Wjgwwq7rpfXurrxCu8wud01uSAkhGgsPL2HN2ut66tgkRBCiBbGM4UiF3hNa/2wt+M5WZ557mnAu1rr//N2PEII6QEVQgghhBB/64Px/XDDiRo2NlXVMeDv0Tm/NWQsQohjkzmgQgghhBCiTNnc0WpP42hEflJK7cGY92rGmFZxMcZw0FlejEsIUYEkoEIIIYQQokwCRoXyLd4OpBZ+wJg7eBnghzHH/TXgmYrLwAghvEvmgNYxpZQT46pbjrdjEUIIUa+CAZfWWi7mVoOcH4UQokU55jlSTpp1zwyYgoKCQrwdiBBCiPqTm5sLUkuhJuT8KIQQLcTxzpGSgJ4EpdTCKja7goKCfFatWtXQ4QghhGhAAwYMIDc3V3rzqi8nKCgoRM6PQgjR/B3vHClXboUQQgghhBBCNAjpAT0JWuthlbcppbIAGV4khBBCCCGEEJVID6gQQgghhBBCiAYhCagQQgghhBBCiAYhCagQQgghhBBCiAYhCagQQgghhBBCiAYhCagQQgghhBBCiAYhCagQQgghhBBCiAYhy7CcBKXUwio2BzZ0HEIIIYQQQgjRFEgPqBBCCCGEEEKIBiE9oCdBaz2s8jalVBYQ0uDBCCGEEEIIIUQjJz2gQgghhBBCCCEahPSANkJ3L/yM7Vkp/GfwlfSKbOvtcIQQQgghTqjQWUJ6UX75LaMoj/SifNIK88kozvv7vsI8DuRn48ZNTEAoEb4BhNsDjJ++/oT7Bnq2+RPhG+jZFkCIzQ+TyeTtwxRCnCRJQBsZt9tNYuo+9uVlcvnP/2XKkKu5ML6nt8MSQgghRAvmdJWyLeswa9P2sys7jYyifNI8CWaGJ7EscJbUeL/78zLZn5dZrbYWk5kwX/8KyarxM8oviK5hrekV0ZaYgBBJUoVo5CQBbWRMJhMfjriZW+ZNZ39eFncumMGj/c9jXK9h8oEqhBBCiHrncrtIyklnbdp+1nluG9OTKSp1VHsfVrMP4b4BRPoGeHoxjWQxwvNvq9mMG3C53aQX5ZNZsee0uOqk1ul2kVqYR2ph3jGfN8zuT8+IGHqGt6VnRAy9ImKID47AbJJZZ0I0FpKANkJdw1rzw8Xjuf33T1iVsoeXV//KjqxUJp15OXafk3vLXI4iSnNSyEucQ/GeROxxCQQmjMInOBqz1beOjkAIIYQQTUlKQS6Lk7ex8MB2liRvJ70ov8p2kb6BdAtvTaRnmGyknye5tBuJZYSf8TPIaq+TC+eFTkd5cppRnF/e45pRYVtyfjZbMw9RXOoks7iAJck7WJK8o3wfITZfBrXqwBltTuGMNh3pGtZaElIhvEgS0EYq0i+QL867nYeXfcd3OxP5Zuca9uSm88E5NxLhW7ulRl2OIgr1YpInj8ZddkVxyXTSvniImImz8VNDJQkVQgghWgC32826tP38tGcjCw9sY3PGwaPaBFnt9I5sRx/PrW9k+wYf4upnseIXGEpMYOhx2zlcpezISmVTxgE2pCezMf0AmzIOkucoJrukiLn7tjB33xYAQu3+nNaqA0PbdmZEu64n3LcQom6Z3G63t2NoVpRSWUFBQSGrVq2qk/253W6mrl/IpDW/AtA+MIzpI25BhbWq8b4c6XtJekT9nXxWYLLYiJ+ksUbEnnTMQgjREgwYMIDc3NxsrXWot2NpCur6/Chqzu12syH9AN/v3sAPSevZV2nuZYDFxhltTuGstl0Y3OYUOoZENumewrKhxCtT9rDs4E6WHdzFwYLso9p1D2/Due27MaJ9N/pEtm3SxyxEY3G8c6T0gDZyJpOJe/qcTceQSCYs/op9eZmM/vFt3h52HcPbqRoNqc1LnFNl8gngdpaQlziHsBHjG+KwhBBCCNFA0ovy+GbHGj7ftpId2alH3Nc5JJqRsd05q21nBkTHYTvJqT6NidlkpmNIFB1Dori68wDcbjd7cjNYdmgnSw/uZNGB7WQVF7A54yCbMw4yZd3vtPYP5pIOvRnVoQ99I9tJ/Q0h6kHz+ZTxAqXUwio212587AlcFN+L2MBwbpn/EYcLcrhl3nSe7H8e11LMwSmXVmtIbfGexOM+R/HedfURuhBCCCEamNvtZvnh3Xy05U9+3bsZh6u0/L5TQqK4pENvLonvXasRVU2VyWQiPjiC+OAIrutyKk5XKatT9vLbvi3M27eFHdmpHCrI4f1Nf/D+pj+IDQxnVMfeXNWpPx1DorwdvhDNhiSgTUivyLb8eMl4bpv/MevS9vPMql9Yc2gD95Q6j3gj3c4SkiePJn6SxlxhSK09LgGWTD/m/u2xfeoveCGEEELUu5JSJ3N2r+ODTUvZmJFcvj3Y5stlHRO4pvMAekbESM8eYDH7MKh1Bwa17sATAy9kV3YqPyRtYPaudeisw+zNy2Dq+oVMXb+QAdFxXNW5P5fE9ybIJvUyhDgZMge0jjXEHJdCZwn3LfmaH5I2ANAvcw9PbZ5NkLP4iHaRV79C8Bk3YPYPwWz1PfEc0Jc11kiZAyqEENUhc0BrRuaA1q9Cp4PPt63g7Q2LOFSQU769f1QsN3U7nQvjeuJnsXoxwqZla+Yh5uxax3e7Etmfl1W+3d9i48pO/Rnb/QxOkV5RIY7peOdISUDrWEOdYF1uF89+OIEPTAEAtCvI4PmN3xFb+HdBgeDBt+AudRB06pXY4xIw+4dSkryF/S+dhdvxd7JqstiImTgHPzVEquAKIUQ1SQJaM5KA1o8ip4NP9HLe3rCofH1MH5OZi+N7cVuPM+kXJReWT4bL7WLZwV18uX0VP+3ZSHGps/y+YW27MLb7mQxr21kKFwlRiRQhaobMJjMTYhWt5v6XV9T57PcPZ1y/G/jX5u8ZmJkEgK19b3yCIjn41lW0fWgurqI8TH5BxL2wkeIDG8hP/AF7bB9ZB1QIIYRoYkpdLmbuSuTVNb9xID8LAJvZh6s7D+DuXmfRPijcuwE2E2aTmcExnRgc04nniwv5ascqpm/5kz25GSw8sI2FB7bRITiSW7udzpWd+svwXCGqQXpA61hDXuEtG1K7yS+Cf/W4lAx7IGa3i3/sWsSVh9YT98xqsNpJ//JR7HF9KNy6iKgb3iB95jOEnDVW1v0UQoiTID2gNSM9oHVnTepeHv9zNhvSDwBgMZm5Xp3KuN5nExMQ4uXomr9Sl4vf929l2uZl/HFwR/n2EJsvY7ufyW3dzyTU7u/FCIXwPhmC24Aa8gTrchRRsGUBB9+4nBSzjSd7Xsa2oNYAXBoSzoMHV9N61OPgdpM1903cjgJsbbsT0PcS9j13OvEvb5V1P4UQopYkAa0ZSUBPXmZRPi+t/pXPt63EjfH9bXTHPjyUMJL44AgvR9cy6czDfLhlGd/sWENRqQOAIKudsd3P5PbuZxLmG+DlCIXwjuOdI2XAehNmtvriKsqj7UO/0vXih/ifvw8X2IxR1bOyM7jTYWNP4k+4CrLx730ezuxDOFJ240jbg2/HQeStnoWrUuEiIYQQQjQuLreLz7atYOh3r/HZthW4cdMjvA2zL7qLt866VpJPL1JhrXj5jMtYcdWj3Nv7bAKtdnIdxUxZ9zunfT2Jl1b9QnpRnrfDFKJRkQS0iStY/wv7Xx5Owab52B2FPLl3KbfvXozJ7WZzSFuuS0tnfdp+fDueCm6wte9FySFNQMIoivevx5m+H5ejyNuHIYQQQogqHMjL4upfPuDhpd+RWVxAkNXOs4Mu4cdLxtM/Os7b4QmPcN8AHu5/Hn9e+QgT+55DsM2XfGcJb21YyBlfv8LktfMpcBy9CoEQLZEUIWri7LF94A83hXpx+bbrgPj8NF7oejGHLTau37GBF4ryGNlvNP7dz6Z471rs7fuAyYSrOJ/SnJQj1gsVQgghhHe53W6+27WWJ/6cRa6ncv1lHfvy5MCLiPYP8nJ04ljC7P48mHAud3QfzPQty3hv0x9klxTy78Tf+GTrch7ody5XdxqAj1n6gETLJX/9TVxgv9GYLLajtp+RvpO31n9Je98Ait1uHty3i//6tyF/8wJ84weQv/Z7AhIuoXj/Rgp3LMeZfVh6QoUQQohGILO4gLsWfsaExV+S6ygm0jeQ6SNu5s2zrpHks4kIsfsxoe85LBvzMHf3Ogu7j4XDhbk8vPQ7Rs6ewvx9W5E6LKKlkh7QJs4npBUxE2aRPOVS3M6/h3aYLDZOv/lNvrb6M37lz6zy8ePtHWvYEhjC839+jj3nII5D23AX5+ITEUvO8i+wt+0mlXGFEKIJUkoNAxYc4+5uWuutFdqeAbwC9ANygC+Bf2qtCyrt0w48C9wIhAHrgMe11vPr/ABEubWp+7hzwQyS87MBGNm+G6+ceQWRfoFejkzURojdj8cGXMDNXU/n1TVz+XZnIjrrMDfPm86wtl14dtAoOoZEejtMIRqUJKBNnNnqi1/Xs4h/eQt5a+ZQvH89tjZd8e85ErerFPMPLzOt36W8sH4RX9lCWZCXzfX5abzVviN+uamYbH5YW3fBEhrDvudOJ/aZ1RRsnl8va4O6HEWU5qSQlziH4j2J2OMSZA1SIYSoW5OB1ZW2JZf9opTqC8wHNgH3A+2AB4GOwCWVHjcduMKzzx3ALcDPSqmztNZ/1nXgAj7btoIn/pxNiasUf4uNZwZdwjWdB2AymbwdmjhJbQNDmTz0Ku7oMZgXVv3M4uTtLDywjRGzXueuXmcxvvcw/KoY0SZEcyQJaDNgtvpijozH3qEfAf1G40zbQ/66n8HlIHTEOLLmvsH/rZ5J11HP8mJ2LkkBkVyfU8gbbYI4LTic/MTv8QkMx7fjIPLX/0JA34tJ/eIhQs66rc56RF2OIgr1YpInj/67p3bJdNK+eIiYibOl51UIIerGIq31rOPc/yKQDgzTWucBKKWSgPeVUsO11r97tp0KXAPcp7We7Nn2MbARmAQMra8DaImKS508uXwOn21bAUDH4Eg+OOdGuoS28nJkoq71iIjh05Fj+XXvZp7663sO5GcxZd3vfLtzDc+cegkjY7vLBQfR7Mkc0GbEGh7Lnn92I33mU5TsW0fBpvnsf3k4eatnYrLYuCnhPF7b8A1hPj5kOR3cumkFHyz4iOJ9G3AXF2IJbUPJ/o2YLHYC+19G9qJplOak1ElspTkpRyafHm5nCcmTR9fZ8wghREunlApSSh11gVkpFQycC3xclnx6fAzkAVdV2DYGcAAflG3QWhcB04DBSqk29RF7S5RZlM81v7xfnnyeF9udHy4ZL8lnM2YymTg/rgcLL7+fe3ufjc3sw/68LG77/RPu+H0GhwtyvB2iEPVKekBPglJqYRWbvTZJwyc42pgPWinRM1lstL7rM0pSd3PRfTNJcDq4c9WvbM3L5hXfaHbZLTxu88WZdRD/HudQtHM5breb0BHjyFn+BbZWnfDtMOCkhsrmJc45Kvks43aWkJc4h7AR42u1byGEEOU+wTgPOZVSC4AHtNYbPPf1wjjvr6r4AK11iVJqLZBQYXMCsLVSogqwAjABfYGDFe9QSmWdILaQah9FC7EnN50b537Irpw0TJh4uN9IxvU+C7NJ+gdaAj+LjYf7n8eYTv14cvkcFiVv55e9m/jz0E6eOvViruzUX3pDRbMkn3DNiNnqi58aSvwkTdQNUwgeOpaoG6YQ99Jm3M4SXMUF5K+eifWLB3ntl2cZmqoB+KbYyZ2HDnFw33r8ugyhYMNcAroNM5Z2cbvJW/kNSY8oCvXiWlfKLd6TePz7967DmZtG5rypHJp2G5nzpuJI3yuVeYUQonpKgG+ACcBo4BngVOAPpVQXT5uyXsuDRz+cg0BMhX+3OU47KrUVtZCYuo9RP7zNrpw07D4W3jn7Ou7pc7Ykny1Qx5AoZowcy5ShVxNq9ye7pIj7//iGG377kP15md4OT4g6Jz2gJ0FrPazyNs8VYK9d5TVbfTFHxB7Rm+hyFOHjH8bh9//uGfUDntr2C991O4u30g6xMjeTu0+/m1fmv0ef9t0o2LoIS2RHfPxDsIS3I/evL0mePJq4FzdhCYupcU+oPS4Blkw/5v22tj049M61FGz+3dgg80OFEKLatNbLgGUVNs1RSn2P0dv5FHA9xkc/QHEVuyiqcD+e34/Vjkpty2IIPV6M3j4/NiZLk3dwy/yPKHQ6CLX78+E5NzGwVby3wxJeZDKZuOKUBIbGdOJfy7/n+6T1LDqwjRGzJvPcoFGM6dRPekNFsyGX2VoAo1LuUOJf3krUda8TPORWIq58ifinVnJ///OY0jYOf7MPh5wObre3YV7YKRRsmoetVScs4e3w7TCAiCtewO0sIXf5ZxTv21DjnsnAhFFVrlcKxhBh3/h+FGw5cgUBmR8qhBC1p7VeB8wDzvFsKvT8tFfR3LfC/WVtj9WOSm1FDSzYr7lp3nQKnQ7aB4Yx+6K7JPkU5aL8gnjn7Ov4YPiNRPsFkeco5r4/vuYfCz4lsyjf2+EJUSckAW0hzFZfrJFxhI28l+hb3iGw3yiy/5hOxuznOXX1V7yxYhoxhVmU+Fh4YMc63gxsjym8LRmznydv5dcEnX4tgf0vx5Gym6zf3qQ0+3CNnt8nOJqYibOPSkJNFhttxn1F1tw3oIoFmcvmhwohhKiVfUC45/ey4bNVFRBqQ4XlWjxtj9WOSm1FNc3du5nb5n9McamTDsGRfHvBPzglJMrbYYlG6Py4Hsy7dCIXxPUA4Kc9GxkxazILD2zzcmRCnDxJQFsgs48Vk9WfwH6jsbXthjWqIwPPG8+soWM41WmsQ/5RQSE3/vgOyet+wpGym+Kk1USMeR5r6y44M/aRu3omLmdVo7OO8ZzHmJ8aP0njSN1N3uqZx3xs8d51J33MQgjRQnUEUj2/bwScwICKDZRSNoyiQmsrbF4LdFVKVS6sN8jzUz6Ya2j+vq3c+fsMSlyldA6J5psL7iQmMNTbYYlGLNw3gPfOvoH/DB5DgMXG4cJcbpj7P15c9TNOV6m3wxOi1iQBbaF8AsJwFeZQuHURbkchBZvmk/fa+bz41wfcGt0WgD8dTu7udwNJ4bGUHNqO4/AOgs64Hp/ASEr2bcBVmFuj5zRbfbF65qe2Hvs+YSPGY42IBfPx/wztsX1qfZxCCNESKKWO6kZTSg0GzgZ+BdBaZ2MMyb2xUmJ5I0bl3K8rbPsGsAK3V9ifHbgVWKq1lh7QGvjz0C7uXDADp9uFCm3F1xfcSSv/YG+HJZoAk8nEVZ0HMPfSCQyIjgPg7Q2LuOqX9zmYn+3l6ISoHSlC1EL5+AXhp4Zii+lmrBOavJmAvhcT2O9SHt6/gU4FaTxb4CDZL4ybckt43t/NOfs3YovpRujIeyjUiynY/DuOtN2Y7QEEJoyq9TItgQmjSPvioSqXaTFZbAT2HVUXhyyEEM3Zl0qpAoxCRGlAT+BOz+9PV2j3uKfNQqXUB0A74AHgZ631vLJGWuu/lFJfA6941vzcCdwMxAG31PvRNCPr0vZz67yPKC51Eh8Uwefn3U6kn9dWbBNNVFxQBF9fcCevrJ7LOxsXseJwEufNfoM3zrqaYW27nHgHQjQi0gPagvn4BWGL7kjIOeMIH/UEzqxkkv7ZlYNvXsHpPz7PlDWf0sZqp8BVyv15Rbydl0f+tiU40pII6HMxBZt+wxrRgdRPJ57UMi3Hmx8aM3EOPiHRdXXIQgjRXM0CojCSybeAK4DPgIFa671ljbTWa4ARGBVuXwfuAN4HrqxinzcBUzw/38DoEb1Qa7203o6imUnKMdb5zHMUExMQwhfn3060f5C3wxJNlNXsw+MDL2D6iJsJsfmRUZzPjXM/5NU1cyl1ubwdnhDVZnJXUfhF1J5SKisoKChk1apVJ27cSDjS95L0iKqyBzLLL4SXznuClZlGJdqh7mJeieuCv6MITCaCTr2S0sJcMr59gvx1PxI/SRvDamvI5SiiNCeFvMQ5FO9dhz22z0n1qgohRH0bMGAAubm52SdafkQYmuL58WRkFuUz+sd32JWTRpjdn1kX3SUFh0SdOZCXxV0LP2NNqnF96YzWHXnn7OuI8JXeddE4HO8cKT2ggrzEOVUmnwChhdm8Y3FwXXQ7ABab7Fx36BBbN83Hv/twCrYuxpWfQdjF/ySgz0XkrvyWkpRdODL216g39FjzQyX5FEII0dQUlzq5/fdP2JWTht3Hwofn3CzJp6hTbQND+eaCO7mjx2AAlh3axcXfv8XmjIMneKQQ3icJqKB4T+LxG6Rs51EfBw/umIfVZGJXSTG3RfZmbuIvuItyKNq1Eh+/IEJH3ktJ8mbyEr+ncNsftVovVAghhGjK3G43j/05k78OJwEwechVDGgV592gRLNk87Hw1KkX89+zr8fPYmVfXiaX/vgOPyVt9HZoQhyXJKACe1zCce+3RsZTsP4nxl7yIJ/0PJ0omy+5Lhfj0jP4IC8fv65nkbdmDq6SQvzUEAISLuHwtLG4PcNqhRBCiJbio63L+XL7agAe7X8el3To7eWIRHN3cXwvZl14F20DQilwlnDnghm8vnYeLrfMCxWNkySggsCEUUcVACpjstgISBhN5LX/wR7bB5W0gqmLJ9M19xBuYHJaCuP/+IZ8lxOTyQff+AHkr5lN9K3vU6gXUbRr5QnXC3U5inCk7yVz3lQOTbuNzHlTcaTvld5TIYQQTcryQ7t4+q/vASMpGNdrmHcDEi1Gj4gYfrxkPINaxQPwWuI87lr4OQWOqqdYCeFNkoCK41ahbXPvTEoObCJ1xgT2PN6LzB9eIrq0mM8HjOTyyBgAfi1xcmuug/2OEnKXf0HJ/o0EdB+OI2UPpblplBzYQukx1gx1OYoo1ItJekSROmMCOUumkzpjwklV1RVCCCEaWnpRHncv/Byn20XXsNa8NngMJpPJ22GJFiTSL5DPz7ud67qcCsCPSRu48pf3SK3huu1C1DdJQAVmqy9+aijxkzRRN0wheOhYom6YQvwkjV/nM7HH9SWg3yiCB99CxJUv0f6pvwhs241HkhYzfsd8fICtRfmM2biceX98gjW6AwVbFxE4aAzmwHDy1syiNCu5ymSyNCeF5MmjjyqC5HaWkDx5tAzhFUII0ei53W7uW/I1KYW5BFntfDD8RgKsdm+HJVogm4+FSWdcxnODRmE2mViXtp9Lf3yHXdmp3g5NiHKSgArg2FVoffyCMNv8KVj/E5aIWHAUkTpjIvueHkj+6plccXgjHw04jzCLjUxnCQ/3upKvgtqTv2ke9rY9sYS0wtamK0V71lCal3FUEnq8CrxuZwm5K77GmX1YekKFEEI0WtM2L+X3/RqAl864jPjgCC9HJFoyk8nErd3P4IPhN+LrY2VPbgajf3yHVYf3eDs0IQBJQEU1+ARHE3bBg2T+8BLps56hUC8Ct7t8iO7preL4MHsbp+Sl4jKZeSFpC8/5t6WwIJusuW9w+INbsbVWFO1cTtHedTgy/+4NPVEF3pIDm0n94iEZjiuEEKJR2pB2gBdW/QzAVZ36c2nHvt4NSAiPkbHd+eqCO4jwDSCzuICrf32fn/dIhVzhfZKAihOqcoju9VOIe2kzJrMPmXNepENsT74953rOdRjzDOYUFXPlL++xe8NvuJ0lFGz+HVdJEdnz3sJVmF2+RMsJK/BGd8CZsU+G4wohhGh0Cp0ljFv0OQ5XKR2CI3nutFHeDkmII/SLimXWRXcRHxRBcamTO3//lI+3Lvd2WKKFkwRUVEvlIbrBQ8dScmAzmT+9gttRQMGm+WS8OpJ/rvgfD8TEYwI2+fjyf/1vYmNwDCWHtmL2DcSZsY+8Vd9istgpzT58wgq8fl2GULhtCW5nCXmJcxr2oIUQQojj+Pea39iVk4bV7MPbZ10r8z5Fo9QhOJLZF99Fv6hY3Lh57M9ZTF2/0NthiRZMElAPpdQzSqnNSimXUuoab8fT2PnY/fFTQ4m+5V3s8f2xRnck8sqXiX9+HTeVZPHihm8IcBaRaQvg/j7XMCc4Fnv73vgERuJI2Y0jZQdFu1fhE9KKmImz8e8+nKBB1+CnhoLJhMlio9XtH5L125vgdgNQvHedl49aCCGEMCSm7uP9zX8AcG+fs+kV2dbLEQlxbBG+gXx5/u2cFdMZgJdX/8JLq37B7fmOJURDkgT0b9uBCcAKbwfSVPj4BWGL7kj4BQ8Qdd3rOLMPkvRYD9K/fZxBGbt5e80M4vLTcJp9eDa3gIdmvoL/iHFYoztQcmg7pXlpgAl7XH8C+l6CyeqLf+8LiH12De2eXEbeym/IWz2z/PnssX28d7BCCCGER3Gpkwf/+AaX203XsNay3qdoEvwsNv434mYuiOsBwFsbFvLE8tm43C7vBiZaHElAPbTWM7TWvwFS6aYWTBYbAb3Ow2S2lG9rX5jJWxu+ZniIUQ3wW2swN62aS2G3EeByYPINpjQvk9KsZAISLsHaqjPpX/+Tfc8MwnFQH7X/wL4yt0YIIYT3vbl+ATrrMD4mM/8ZPAabj+XEDxKiEbD7WHhn2HVc2akfAB9tXc7EJV/jdJV6OTLRkjTJT0ylVBuM3spBwAAgEDhba72wirZ24FngRiAMWAc8rrWe32ABtwBlhYraP7GU/PU/4UjZjbWNon23Ybz44yu8nZbCx/FnsMbpYvSyObzT83R6R8dRsHk+uX98SPDQ2/DrNpSIK14g/dvHOfzBrbR96Ffy1szC5GMlZuIcfEKivX2YQgghWrid2am85Zk/94+eQ+gd2c67AQlRQxazD68NHkOg1ZcPtyzju52JOF2lvDH0aixmH2+HJ1qAptoDqoBHgHbA+hO0nQ7cB8zASFpdwM9KqdPrM8CWyGz1pXDHMgo2zcftKKRg/c/se+4MClbP5JY9S3l60yz8THDY5eLaDX8y68BOCrcuwL/3hRz+4FYoLSVo0JUE9r8Ct7OEol0raTPuK+InafzUEMxWX28fohBCiBbM7Xbzr+VzcLhKiQsK576+I7wdkhC1YjaZeXbQJYzvPQyAObvXc+/iL6UnVDSIppqArgYitdadgVeP1UgpdSpwDfCw1vphrfV7wHBgLzCpQSJtYQITRlG0czm5f31JoV5cXkAI4KysPXw3+HJi/QIpdrt4cMtfTPFrja3rMNylDgr1Iop2ryTs4kcI7H8ZJclb8FND8QmOluRTCCGE1/26dzOLkrcD8NSpF+NnsXo5IiFqz2Qy8Ui/85jQZzggSahoOE0yAdVa52qt06vRdAzgAD6o8NgiYBow2DOUV9Qhn+BoYibOPmppFZPFRpvx39CxKJtve53OIGcBAJ8UObj5j28oUWfjSNmNqyCb0pwUQkfeizUqnkPvXEuhXozLIVNzhRBCeE+h08EzK34A4Oy2inPbd/NyREKcPJPJxIMJ5x6RhN6zSJJQUb+a5BzQGkgAtmqt8yptXwGYgL7AQQCllBXwwUjKrUopX6BEa31EaTClVNYJnjPk5MNuusrmgsZP0uQlzqF47zpsMd3x7zKYgq2LyF/3I4XblvCCj43PRz3PtPQU/nKUMjaqD1PCgujhF4K1dWfy/vqCgD4Xkz7zaQq3/UH8JI05ItbbhyeEEKKFenfjYvblZWI1+/DMoIsxmUzeDkmIOlGWhAJMWfc73yetx2wy8cbQq/ExN8m+KtHINfe/qjZ4EsxKyrbFVNj2PlAIDAE+9vw+tF6ja6bMVl+sEbGEjRhP67Hv43vKQFyOQtzOIqxRHYm47GliH/qFf+xZxuObv8cXSDZbuCm3hN/toeT99QVYbBRsWQBuN25nCXlr5nj7sIQQQrRQaYV5vLNhEQC3dx9Mx5AoL0ckRN2q3BM6e/c6Hv1zpqwTKupFc+8B9QOKq9heVOF+ALTWtwC3nGiHWuvQ493v6SFt1L2gLkcRpTkpRg/lnkTscQkEJow6qbmWx9unNTyWpEe74ttxEJbQNhRsmk/6zKfB7WaExcbA3mdy1+YVHHQ6GL92Ibe68nmg7why504u33/xvrW4Sgox2/yOGYMQQghRH6as+518Zwmhdv/yoi1CNDdlSWiR08G7m5bw+baVBFt9eWLghdLjL+pUc09ACwF7Fdt9K9zforgcRRTqxSRPHo3bWWJsXDKdtC8eImbibPzU0BonoSfap+8ppxMzYdaR9+OZF3r3l8TGdGVOq1O4a+FnrHI4+dAcQNKBPdy3cwWBnrbWyHicuSmYTD74BEXWKlGuj8RbCCFE87YnN50Z+i8A7uk9jBC7XAgVzZfJZOKJgReS6yjms20reHfTEoJtvkzoe463QxPNSHNPQA9iDMOtrGxb8snsXCm1sIrNgVVsazRKc1KOSgQB3M4SkiePrtVcy+rss/K8UGt0JwITLsGZl0b2vLfJ/X0qL7rhv52G811MAgvSk9mecD3PbZpJfEkefl2GkLv0EwIHXknJ/o34dj4TH7+gasdYH4m3EEKI5u/VNb/hcJUSExDCzV1lBTfR/JlMJl46/VLyHEXM2b2eVxN/I9Dmy23dz/R2aKKZaO5zQNcCXZVSlZPCQZ6f6xo2HO/LS5xzVKJYxu0sIS+x5nMtq7PPivNCo296C//uw9n79AAOvHQ2WfPeAJcLq4+FFy+ewDOBflhdTvb7hzMu4QY2Xz2ZrN/exJGyG8fhHRTuXE5pVjKlhbnVjvFESXJpTkqNj1sIIUTztjXzELN2rQXgoYSR+MqyK6KF8DGbmTzkKoa3UwA89df3fLV9lZejEs1Fc09AvwGswO1lG5RSduBWYKnW+qR6QLXWwyrfgMoVdxuV4j2Jx79/b81z8pru02yxYW/fi/iXtxJ1wxSCh44l6oYpxD2/Hp/QNlxq9+F9dy5RJhMFFjvj9u/mndRD+ETFU7x/I0GDriZ35deUFmTgyNhfrSVa6iPxFkII0by9uW4BAB2DI7n8lAQvRyNEw7L5WHj37Bs4rXUHAB5c+i1z9272clSiOWiyQ3CVUk94fi1biOtGpdRgIEtrPRVAa/2XUupr4BXPmp87gZuBOKpRcKg5ssclwJLpx74/tk+D7NNs9cXs6REt40jfy/4n++DbcRA9Qtvwv/TdPGJvxeaQtnzYYTAHCOTp0jwsu1eC2Urx7tXY2vageE8ijtTdYDYfc05nfSTeQgghmq8dWSnM2b0egHv7nC3LUYgWyc9i5cNzbuaaXz9gXdp+7l74OV9dcAf9omRpPFF7TfnT9DnP7TrPv8d6/v1gpXY3AVM8P9/A6BG9UGu99GQDUEotrHyjkc8BDUwYhcliq/I+k8VGYN9RXtunT3A0Mfd8R9HO5eT+9SUBW+bzn3VfctGhDQDMzTjMzYUmtm35A1vrzpQc2o7j8A6Kklbj1/lMUj+dSNIjikK9+KheUXvc8a9c1ybxFkII0Xy9uX4BbtzEBYVzace+3g5HCK8Jsvny0YhbiAsKp6jUwS2/fcTunDRvhyWasCabgGqtTce4xVdqV6S1fkhr3UZr7au1PlVrPc9LYXudT3A0MRNnH5Uwmiw2YibOwSck2mv7NFt98e18JrHPJRJx+TMED76FNpf9i9cvf4RHStKwANsL87jJEs6fZj9wOcqH5BboRYRf/NjfczqzDx+x7/pIvIUQQjRPe3LTmemZ+3lP77OxmH28G5AQXhbpF8gn544lzO5PRnE+N8z9kPSiRj3rTDRiJllgtm4ppbKCgoJCVq1qvBO1j1iOZO867LF96nYd0JPcpyNjP6V5GThSdlByaDu4HPipoSyY9x6PWsLJtPljdrt5MK4r1+XtxxoZhzPzIEGnXknSI13A7Sby2tcIPecuzBZ7eXxHVcHl7yTZTw2RKrhCiBoZMGAAubm52SdaH1oYmsL5scy/ls/hf1uWERMQwtIxD2OVBFQIAFan7OGqX96nuNRJ38j2fH3BHfgd4wK/aNmOd45ssnNARe1VNf+yMe3TJyiSkuTNZP/+Dj5BUTizDpI+82m6+Fj57h+fMm7rajY7S3llr2ZzRBse3bKYiL4XUrR7Fa3u+IjD791Eyb4NODOTyV/3Y3kiXHkpmLpIvIUQQjQv2cWFfOGp9jm225mSfApRQf/oON4661ru+H0Ga9P2MW7h57w//EaZIy1qRP5aRKNjtvrip4bS6rZp+HY6HWurTkRe/Srtn1pBq9Jivug/ggucxhIsP6Qf5DZbNCmBrSjYMBf/rsMI7H851ugOFG7/k7yV35bPCwXKl4JpPfZ9wkaMxxoRK8mnEEKIcp9tW0GBs4QAi41ruwz0djhCNDrnx/Xg2UGXADB33xaeWfGDlyMSTY30gJ4ET9Ghyhp1EaKmorxH9dx7cOalU5qfRcm+dTjS9kLKTiYPuYquCz9mii0CXQqjl83i32HtOH3LfMJHP4mrIJOcZTMISBhVPvQ2/uWtmCPjvH1oQgghGimHq5QPtywD4JouAwmx+3k5IiEap1u7n8H+/Cze3biY/21ZRpewVtygBnk7LNFESA+oaPTM9gCcqTvJ/v0dSvato2DTfA5MOodRqz5jWuc+hJhMZJl8+EdOMR9uXYEjfS8Fm+ZjjYzDv/twMJlwO0vIXT0Tl7PY24cjhBCikfopaSPJ+dmYTSbGdj/D2+EI0ag9PuB8zm1vrIb4xJ+zWXpwp5cjEk2FJKAnQWs9rPINkJJgdax8SO7YD7B3GIg1qiMRY16k3WOL6LF2Ju+s/B/K7kspbv5tDuTRrSvIS0vCr8sQCrYuJPzixwAo2bcBV0EOjvS9ZM6byqFpt5E5byqO9L1HLdsihBCi5flg8x8AnB/bg7igCC9HI0TjZjaZefOsa+ga1hqn28U/Fnwqy7OIapEEVDQJZqsv1sg4gs+4nrALH8IS2prs39/DHteXAfd+zXvpmxiWtg2A2UUljAvrxrZ5b1OyfwOBg64isP9lWKM7ULBlAdlLPiR1xgRylkwndcaEY64dKoQQouXYlJ5MYuo+AOn9FKKaAq12PjznJiJ8A8gqLmDsvI/JKZHvU+L4JAEVTYrZLxhnWhK5Sz/B7SigYNN89r88HNe6H3hr8JWMK8nABKzLz+YmSxSbQtqDy0XoyAlGj+iGuYQOu5PA/peX77N87dCcFO8dmBBCCK/6bNsKADqFRDGoVQcvRyNE09E+KJz3h9+I1ezD9uwUxi38nFKXy9thiUZMElDRpJitvvh2PpPoG6dia9vdGI572dO0fehX8tfM4p7TLmNqcAABziIy7IHcnlvEJ8u/xZl10JgXGh1P/qbfCL3gASKueKF8v25nCbkrvsaZfVh6QoUQooUpcJTw3c5EAK7rciomk8nLEQnRtJzaKp5JZ1wGwIIDmpdW/+LliERjJgnoSVBKLax8Q6rg1jsfvyB8QmMIPvMmAvpeBGYrhXoxoSPGkfPHdM5u25npjlQ62uw43G6eyS/mmb3bKfDMCy3cspjs+W8TOOCyI5LQkgObSf3iIRmOK4QQLcwPSevJdRRjM/swplM/b4cjRJN0VecB/KPHEAD+u3ExP+xe7+WIRGMlCahoklwFmSQ92pWs394sr4y7/+Xh5K38hsMf3Er/y5/ig4wtnJG2HYAv83K5N6I7O+e9ja1dd6yR8eSt/Jqg068tH45rje6AM2OfDMcVQogW5lNtDL+9IL4n4b4BXo5GiKbrnwPO54zWHQG4/49v2JZ12MsRicZIEtCTIFVwvScvcQ5uRzGFejG5f31JoV4MbjdQNpz2K/zyUnlO/8T4dp0AWJWbxU2WSLZHdcK/5wgcKUkUJ60mfPQTmKx2o3d02xLczhLyEud48/CEEEI0kG1Zh1mduhcwht8KIWrPYvbhnbOvIyYghAJnCbfP/0SKEomjSAIqmqTiPYnHvd+RshtLeHva3P4h97TvzCuFB/ErLSHVHsR16/7gq/Xz8es2lJJD23Gk7KTtIwso3P5neRJbvHddQxyGEEIILyub+xkbGF7ecyOEqL0I30DeO/sGbGYfduWkcd+Sr3C5pSiR+JskoKJJssclHPd+W9tuRFz2NPb4fpTsXcd57TrzTf9zaO8qodhk5om8Yl4rduMsLaEkZQdFO5djj+1dPifUHtunIQ5DCCGEF7ncLmbuXAvAZaf0leJDQtSRvlHtef700QD8unczb29Y5OWIRGNi8XYAQtRGYMIo0r54CLez5Kj7TBYbgQmjOfy/O8HtwhLaGmfWQfxmPs1UHxsvdLuYFeEd+d+eLWwJieBldxG2LT+TvnM5sc+uoXjvWgJ6X4jLUYTZ6uuFoxNCiJOjlHoYmASs01r3rbB9IXBWFQ/5Umt9TaV92IFngRuBMGAd8LjWen49hd3gVh7ew4H8LAAu69jXq7EI0dxc1+VU1qbu57NtK5i0ei4Jke05M6aTt8MSjYD0gIomySc4mpiJszFZbEdsN1lsxEycg8nmR9GOpRTqRUfMEQ1yFvPilh+4s70C4M/sdK4vcLHxwBZj7ueqb4m85hVyV34j1XCFEE2SUqo18ASQf4wmezGSyoq3qVW0mw7cB8wAJgAu4Gel1Ol1HLLXlA2/7R3Rlk6h0V6ORojm57nTRtEnsh1u3Nyz+EtSC3O9HZJoBKQH9CR4riRXJsuwNACz1Rc/NZT4SZq8xDkU712HPbYPgQmj8Ak2vkTETJxN8uTRR/SSmiw22t39OQ9FxBK7YwnP+7Zif3Eh9/S9joe3/syolN0U71mLb3x/she+hzW6Ez5BUbgKMo3n2ZOIPS6h/Hmkh1QI0Qi9DKzCuMgcWsX9mVrrGcfbgVLqVOAa4D6t9WTPto+BjRg9q0PrMF6vKC518kOSsUzE5accf1qHEKJ27D4W3h52LefPfoOUwlwmLP6KGSNvxWySPrCWTN590WSZrb5YI2IJGzGe1mPfJ2zEeKwRsZitvkckqFE3TCF46Fiirp9M7HOJuBwlFKz7kavOvoUP8vfQqiibIh8bz/YYzTuBMRQe2EzOHx8ROmIcuSu/oTh5M9mLppH66URylkwndcYEkh5R0kMqhGh0PInjDcD9J2hnUUod74LpGMABfFC2QWtdBEwDBiul2tRBuF616MA2skuKMJtMjOog8/6FqC9xQRG8OngMAIuTtzN1/ULvBiS8TnpAT4Jn2ZUjKKWygJAGD0YcxWz1xexJUMs4sw+Tv/Z7nBn7SJ/5NDFuN/+1+PFM90tYGxbHtEIH25y5PJmZjE0vBouNoh3LCRx4Bf49ziFr7hvkrZ6J21lC8uTRxE/SmCNivXiUQghhUEqZgDeBj7TWa5VSx2raDWN4rk0pdRBj+O3LWuuKZSoTgK1a68pLi60ATEBf4GCl5886QYiN6tz4Y9IGAE5v3ZFo/yAvRyNE83ZxfC9u7noaH21dzr8Tf2NQqw4Mat3B22EJL5EeUNGimP1DCD79Oop2Li9fciXEWcirW+ZwY1gkAEscpYwN6si2lL3Yojvh320YBVsWULD5dwIHjiGw/2UAsl6oEKKxuQnojjH/81h2Ai9gDK+9BVjv+ffbldq1oVKC6VG2LeZkAvW2klIn8/ZtAeDCuJ5ejkaIluHJgRfRI7wNLrebcYs+J6PoWNPURXMnPaCiRTFbffHtfCZxz60ld+XXOFJ2Y43ugJ8ayj3z3qLrKUN5JnkP+/3DucUEr2Hn9LXfg8VG4MAxZMx+jtCR95K3Zha43bJeqBCiUVBKBWHM/XxZa11V4giA1vq2Sps+Ukp9BdyplHpda6092/2A4ip2UVTh/sr7Dj1BjFk0kl7QZYd2kV1iHMp5cT28HI0QLYOvxco7w67ngjlvcKgghwmLv+Kjc2+W+aAtkLzjosXx8QvCEhlH8JCxBPS9CMxWCvViQkeM49ztC3g98VMii3PJd8P/bVjCO6mHsUSdAi4XoSPGUagX49dlCAD2dr1wOav6jiaEEA3qCaAE+E8tHvsaxrDasytsKwTsVbT1rXB/k/Vz0kYABkTH0do/2MvRCNFydAyJZNKZlwOw4IDm3Y1LvByR8AZJQEWLZLb64hMYjiW8PSUHNlGwaT77Xx5O3uqZdC/MYOaAc+lr8QHgv+YA7jt8kJTE2TjSksBsxRLaBpPFhl/nMyjcvIBSKSsuhPAST0GgicBbQCulVLxSKh4jWbR5/h12nF3s8/wMr7DtIMYw3MrKtiWfVNBeVOpy8evezYAMvxXCGy7t2JfrupwKwCtr5rIx/YCXIxINTRJQ0WKZrb7Y2/ci4rKn8e9xDsFn3kzElS/R7rFF2P+cwaTfX+HiQ0aRirmp+7khPZs9eTnY2/fC2roLrW7/kNLCHLKXfIgz6wCOjP1SFVcI4Q2tABvG8ii7K9wGYRQc2g08cpzHd/T8TK2wbS3QtYpKuYM8P5vs/IPVqXtJKzJqK50vw2+F8IpnBl3MKSFROFyl3LPoSwqdDm+HJBqQJKCiRTNbfbGExeDf8zzcpQ4K1v/MvufOIG/1TGw+Fv594TieCPDD4ipll8nCNYeSWeYy49vxVBypSST/5yJCR4wjb+U3uIrzZWkWIYQ37AYuq+K2CUjy/P6xUipYKXXEsFqllA/wGOAC5lW46xvACtxeoa0duBVYqrVusj2gv+/fCkDXsNbEBoWfoLUQoj74WWy8MfRqLCYz27NTeHHVz94OSTQgKUJ0EpRSC6vYfLx11UQjVLEnNHf5Z1ijOmJto/DvNozMH19h+OqZRIfF82z/60lzlHB74gLu2PMH91/7Iu5SB4V6MZitOA7voGj3SmxtusrSLEKIBqO1zgZmVd6ulJoIOLXWszz/HgZ8ppT6HNiBcb66ChgATNJa766wz7+UUl8Dr3iG+O4EbgbiMKrnNlm/7zfqLA1vd8xlaoQQDaBPZDseSDiXSWt+5cMtyxjeTnG2/L9sEaQHVAiO3xNqstgYcfULfJdwNj0sPrhMJt6NH8LE1b9h6nIWjpTd2Fp3pnj/RoIGXU3eGlmaRQjRKO0BlgJXYBQrehqj5/MWrfWjVbS/CZji+fkGRo/ohVrrpQ0SbT04mJ/N5gyjSLAkoEJ43929zuLUVvEAPPDHN6QXVV56WDRH0gN6ErTWwypva0xl5kXNlPWERl7xHHlrZmONPgVr6y4E9L4ATGZ8Zz7Fa2vm8J8uI5nbuic/lzjZGd2HKeGhhEZ1pCR5M0W7V+JyFFC4exXZv7+DPS6BwIRR+ARHY7b6njgIIYSoI5XPUZ4ezitr8Pgi4CHPrVlYeGAbAEFWO/2j47wcjRDCx2xmypCrOHf2FFIKc3l46Xd8MPxGTCaTt0MT9Uh6QIWowGz1xRoZR9jIewkZdic4ikidMYG9T/Yx5oW6S3lE/8y4HfPxAbaZbVyfX8pvP03Gr8sQCrcsxhbdCbN/KDlLPyZ1xgSSHlEyN1QIIRqBBZ7ht0PbdsFq9vFyNEIIgPZB4Tx/2mgAft27mc+3r/RyRKK+SQIqxDFYQluT8cNLFOpF4HaXbzcBYw5v5H89TiXUx0KGo5jxvq15d+HHWKLisEZ1JD/xe+Je3Exg/8twO0tInjwax+GdONL3SiIqhBBe4HCVsjh5OwBnt+3i5WiEEBVdcUoCl8T3BuCZv35gX26GlyMS9UkSUCGOwSc4mpiJszFZbEdsN1lstBn3JYNje/FVfCe6+gdRCrxmj+I539YcnPMiJfs3gquUwIFjypPQvDUzOTztNgq2LMCRmSyJqBBCNKCVh5PIcxQDMEzmfwrRqJhMJl4841Ja+QWR7yzhwaXf4nK7vB2WqCeSgApxDGarL35qKPGTNFE3TCF46Fiirp9C3AsbcGankDHzaYKWfsRrc5/n7FRjWNe3yTu5w+VLZmQcRbtXkLN4GqEj7wWTCUfKbnyCojj4xuW4CrMp3rdBklAhhGggSw/uBKBbWGta+wd7ORohRGVhdn8mnXk5YPx/naFXeDkiUV8kARXiOMxWX6wRsYSNGE/rse8Tdu54LOHt8O8+HFvbblijOtLu8md494pHGVechsntZmtwDNfnlbJyyzJ8gqIo1Ivx6zIEa+suOLMOGr2hq77FZLFTmpPi7UMUQogWYZknAT2zzSlejkQIcSwj2ndjzCn9AHh+5U/slaG4zZIkoELUUNmSLX7dhpcv2bL/+TO5YvmHvLhlDoFmMymOYu70CWVuaAccKbuxhLcnMOESfAIjAXCk7MaRsoOCbUvJXfWdzA0VQoh6lO8oJjF1HwBnSAIqRKP29KCLaeUfTIGzhAf/+EaG4jZDkoAKUQtlPaMhw+7Av8c5BJ95MxGXP8MVt7/L/3J3064wkxLg8aJSpgbEEHDmTaTPeobQkfeAyYQ1ugMlh7bjLswhb+U3UilXCCHq0cqUPTjdLswmE4NadfB2OEKI4wi1+/PKGcZQ3GWHdvHJ1r+8HJGoa5KAClFLPkGRuAqyKNy6CLejkIJN89n/8nCi1s7i6z5DOM2ZD8D0Ige3/zmbQ2u+p1Avxr/b2fh1GQIuB+aAMKzRncor5cqQXCGEqHtlw297hscQYvfzcjRCiBM5p31XruxkDMV9YdXPMhS3mZEE9CQopRZWvgGB3o5LNAyz1RdH6m7CRz+JrW13rFEdibjsado+9Cs+a2bx3NJ3uN5dCMAySwDj+l3PjpS9hF/2DFnz38ZPDcUS2hr/niPAZDLmhibO8fJRCSFE87Ps4C4ATpfht0I0GU+feskRQ3HdFZbEE02bJKBCnAyzmf0vD6dg0/wjekHzVs/EBzcPR8fwRNZOrC4n+/wjuMUSwbzEn42lWUqdZM19o7xIEUDx3nVePiAhhGheckuK2JB+AIAzWnf0cjRCiOoKsfsdMRT3y+2rvByRqCsWbwfQlGmth1XeppTKAkIaPBjhFYEJo0j74iEK9eKj7jNZbPh1Oo3h3z5O68DW/KvnZWTYAhif7+QRB1w6/23yV8/E7BeCJbQNAPbYPg19CEII0aytStlDqduFj8nMoNYy/1OIpuSc9l0Z3bEPs3et47mVP3FO+65E+QV5OyxxkqQHVIiT4BMcTczE2ZgstiO2myw2Wt3+IVm/vQluNz0K0/mu7xB6+vrhws1LO9byr7wiSkw+2Nr3whrdCZPFRmDfS7x0JEII0TytStkDQPfwNgRa7V6ORghRU8+cegkhNj+ySwp5esUP3g5H1AFJQIU4CWarL35qKPGTNFE3TCF46Fiirp9C3IubMNn9MAeEEXXd67R9aC7+K77i1d9e5JzDmwH4tXVP7ku4lpyY7tjadifm/h9xZB/CkZks1XCFEKKOrE7ZC0D/6FgvRyKEqI1Iv0D+depFAMzetY7f92svRyROliSgQpyksiVZwkaMp/XY9wk7dzy26I4EJYym9dj3CRn+D9yOQvLX/Yjd5eSxrT9y565FmNxutgS14bIVc1n0xaP4+IVw4OWzcRVmU7xvgyShQghxkpyuUhJTjQR0QHScl6MRQtTWVZ36c7pnDvdjf84k31Hs5YjEyZAEVIh6ZrbY8VNDiX16FRGXP0PI4FsYN/Ai/tttIAFuF6lmC/f2GsNXq+bg23EQeau+xWSx40hL4tC028mcNxVH+l5JSIUQooZ05mHynSWAJKBCNGUmk4lJZ1yO3cfC/rwsXkv8zdshiZMgCagQDcBs9SXz19ePqJbb+b1rmLrqQ9oWZOIwW3gsr5h3IrtRlLIbR8oOiveuxxIaQ+qMCSQ9oijY+BuOjP2SiAohRDWt9vR+tvILom1AqHeDEUKclI4hkUzscw4AH2xeyrq0/V6OSNSWJKBCNBB7XF8K9WJy//rSqJrrdhNXkMHbiZ/QPyMJgI8twTzo25r05G248jMJOv3a8jVCD751FY7U3RTqxZKECiFENZQVIOofHYfJZPJyNEKIk/WPnkNQoa1wud08vPRbnK5Sb4ckakESUCHqgctRhCN9L5nzpnJo2m1kzptKQO8LCRw45qi2Qc5iJm2Zwy1t4gFY4ijlxqxs9pjMFO1eWb5GqNtZQuH2ZWT+9CqlOSkNeThCCNEkrfYkoDL8VojmweZj4ZUzL8eEiU0ZB5m2eam3QxK1IAmoEHXM5SiiUC8m6RFF6owJ5CyZTuqMCex5rAfBZ950VBJqstiIuf1/3L1zAc+3aY/V7WZ3qZtr9+1hwZY/y9cIBXCkbMe/94XkJc5p6MMSQogmJbO4gD25GQD0jWrv5WiEEHWlf3QcN3UdBMB/EudxMD/byxGJmpIEVIg6VpqTQvLk0bg9hS/KuJ0lHJw6hsgrXyLq+skEDx1L5FWTaP/EUsBN6IhxjNy5mI/iuxBptZFT6uRenxA+cbhxe/ZhjYzHv/twiveuJ2/9z1KgSAghjmFTejIAJkz0CG9zgtZCiKbk4X7nEeEbQL6zhOdW/ujtcEQNSQIqRB3LS5xzVPJZxu0sIX/9T4Sdew/RN71F8JBbcGYfwpG+j8Idywkf9TgDT+nHh1maLnmHcQFvBMXx+hn/wGH1w6/LEPLXfo+fGozZPwxXYR5JjyiZFyqEEJWsTz8AQKeQKAKsdi9HI4SoSyF2P54YcCEAc3av54/kHV6OSNSEJKBC1LHiPYnHv3/vOgDMFhtm30B8gqKg1AGOIlJnTGTf0wMJXDuHz/ufy0hHLgA/WIN5ZOTj7Jj3No6U3fjGD+DApOEEDriM8NFPkTx5tMwLFUKICjZ6EtCeETFejkQIUR+u6JTAQM/87ieWz6ak1OnliER1SQIqRB2zxyUc//7YPuW/m62+2Nv3IvjMGzH7h2KN6kDEZU/T9qFfKV39HY8s+y+371qEye1mbV42N1ki2R7dhdzlX+B2FJO38muCTr+WgD4Xy7xQIYSoYH2akYD2jmzr5UiEEPXBbDLzwumjMZtM7MhO5QMpSNRkSAJ6EpRSCyvfgEBvxyW8KzBhFCaLrcr7TBYbgX1HHbHNbPXFGhGLJbxd+Rqh+18eTt7qmZiA6/at4PmN3xFggjR7ELdkZvP1X98B4EjZTXHSasJHP0HxnnU4c9NkKK4QosXLKSkiKTcdgJ4RkoAK0Vx1D4/h1m5nAPD62nkk52V5NyBRLZKAClHHfIKjiZk4+6gk1GSxETNxDj4h0VU+Ln/dj0esEVrR6Rm7+NCZQayvP8UuFy90u5j3OwzBJyqekkPbcaTsxL/XSLLmTZX5oEKIFq9s+C1Az3AZgitEc/ZAwrlE+QVS6HTwjBQkahIs3g6gKdNaD6u8TSmVBYQ0eDCi0TBbffFTQ4mfpMlLnEPx3nXYY/sQmDAKn+BozFbfKh9nj0uAJdOPud+u7bvzSW469x9MYnVYPJ/HnkaKO4DnS/Ph0HYC+40CVynZi6ZhCW2L2S/ouM8nhBDN1QZPAtohOJIgm3wGCtGcBdt8eWLgRUxY/CU/Jm1g0YFtnNW2i7fDEschPaBC1IOyYbVhI8bTeuz7hI0YjzUi9rjJ4ImG7vrGJVD640u8vP4bLkteC8D8zBRuKTJzEDO5f37O4Q9uJXTEOPLW/sDhabdJb6gQokXa4FmCpbcMvxWiRbi8Y18GtYoH4Mnlc6QgUSMnCagQjcTxhu62uXcmzqxkgs+8mejLn2bSmMd4pCQNC6ALcrkuK4/Fi6fjdpYYQ3jNJvx7X2hUx80+7JXjEUIIb9maeQiAbrL+pxAtgslk4vnTLsVsMrErJ42Ptv7p7ZDEcUgCKkQjUTZ0t8NrScQ88BMRV71M1A1TiJ+k8T1lEH6dzySg70VgtlKoF3PbsJt4o+ggwWYfMhzFPND7Kn5p1QNHym5s0Z3w7z4cd6mD3NXfUVpc4O3DE0KIBuFwlbIrOxWArmGtvByNEKKhdAtvzQ1qEACvr51PelGelyMSxyIJqBCNhMtRRGlOCrkrvyZvxVeYbX7l80YtAWH4BEfj1/lM7O16lCehI4bfxoe5u4jNT8dhtvBK1wt5MyAGc2Q8+Wu/x6/LEEr2bcRVkEX+loUU79+II2O/DMsVQjRbSTnplLhKAVChkoAK0ZI8mHAuITZfckqK+Pea37wdjjgGSUCFaARcjiIK9WKSHlGkzphAzpLppM6YQNIjqnwep9nqiyWkFb4dBlJyYFP5ci1hq75iauIMTs3YBcBHRQ5u++1DMlOSsIS2wRrdgYLN87BGdSB99vMUbvuD4n0bJAkVQjRL2jP8NsBio21gqHeDEUI0qHDfAO7rOwKAT7etYEvGIS9HJKoiCagQjUBpTgrJk0fjdpYcsd3tLDHmceaklG8z+4cQfOYNFO1cXr5cS2BpCS9u+YGbo42CG39YArjNFs3e/Gz8ugyhcMtiY73QS/7J4WljcXt6W4UQornZmmXMe+8S1gqzSb7mCNHS3NztdE4JicLldvPMih9wV1raTniffDIL0QjkJc45Kvks43aWkJc4p/zfZXNF417cRMTlzxA8+BYirnyJuMcWMm7XIh7Uv2BxlbKz1MVt0X35ff77WKP/Xi/Ut+MgCvUiCrYtJXfVdzjS90pvqBCi2SjrAZXht0K0TFazD/8aeBEAfxzcwdy9m70ckahMElAhGoHiPYnHv3/vuiP+bbb6YgmLwb/nebhLHRSs/5l9z51B3uqZXJSm+bBzb8KsdrJKSxnn24bvQ+LB5aDk0HYsoW1wpOzGXZhD3spvjhjmK4QQTZ3ONHpAu4a19nIkQghvOad9V4Z51gJ9duVPFMuyLI2KJKBCNAL2uITj3x/b56htZqsv9va9iBzzPIEDriB4yC1EjHmB9k/8Qc8UzdSlU4nPT6PU7MMTuzbyui0SZ2kJzqyDWKM7YPYPIeyiRwjoc9FRw3yFEKIpKnI6SMpNB0BJBVwhWrSnTr0YH5OZPbnp/G/zUm+HIyqoUQKqlPJTSt2klKfGsRCiTgQmjDpq/c8yJouNwL6jqrzPbPXFGhFL2Lnjib7hTYJPv4789T9TmnWQnhfcx3dnX8vgUmMJlukHk5jo8iNtTyJ+aii2Vp3Y99zpBA4cQ0Cfi44Y5iuEEE3RzuxUXJ75Xl1kCK4QLVrn0Ghu7noaAFPW/S7LsjQiNe0BLQbeB47fXSOEqBGf4GhiJs4+Kgk1WWzETJyDT0j0Cfdhtvlh9g8j+MybytcL9dn5J+8PvoIbHFkALMlKY8KQCSTl51BamENA7ws5/MGthI68l+I9a8nb8OsRc0JdjiIc6XvJnDeVQ9NuI3PeVJkzKoRotHblpAEQZLUT7Rfk5WiEEN52X8IIQmx+5DmKmbL2d2+HIzxqlIBqrV3APiC4fsIRomUqKywUP0kTdcMUgoeOJeqGKcRP0vipIZitvtXaj49f0N/rhcb2BYsdx+5VPD3yTl5sG4/VZGZXSTFj1i7ih2n/IHTkvbhLHRTqxfj3GEHmj5PK54SWFuaecGkYIYRoTHZlpwLQMSQKk8nk5WiEEN4WZvfn3j5nA/Dx1uXs9lykEt5VmzmgHwE3KqXsdR2MEC1Z+XDaEeNpPfZ9wkaMxxoRW+3ks+J+LCGtCOx9Hvb2vXFm7CNv7Q9cVJDC1LSNhJXkk2Py4eHul/LRuvn4dRmCI2U3fl2GEHnta3/PCc1LI/mNy6q1NIwQQjQGu3OM+Z/xwRFejkQI0Vjc3PV02gWG4nS7mLT6V2+HIwBLLR6zDLgcWKuUehvYDhRUbqS1XnySsQkhTlLeiq/IWTK9/N+dgbfswTzR8zJ2BUbzQn4x2yO782jbjmQveh//7ucQOHCM8djVs2j/xDIyZj9H3uqZR+y3bGmYsBHjG/BohBDi+Mp6NzoGR3o5EiFEY+FrsfJwv/O4d/GX/JC0gTWpe+kXFevtsFq02vSA/gb0ARQwBfgRWFDhttDzUwjhZVVV121dnMObiZ9xZtp2AL6yBHFPsYk9P71KoV5EzuJphI68l5LkzRRsWUjgwDEE9r/sqP1UXhpGCCG8rWwOaAdJQIUQFVzasQ89w2MAeGHlT7g9xcqEd9SmB/TWOo9CCFEvAhNGkfbFQ0cNo/VzOXhW/8TXfd7gvwd2sjQzhXF9r2dyyl7igqIo1IvxU0Owt+/DvudOp90/F5KXOBtcrvJ9VLU0jBCicVBKPQxMAtZprftWuu8M4BWgH5ADfAn8U2tdUKmdHXgWuBEIA9YBj2ut59f7AdRCZnEBmcXGIUgPqBCiIrPJzBMDL+SaXz/gr8NJ/LZvCyNju3s7rBarxgmo1vqj+ghECFH3yqrrJk8efUQSarLYiLn7Cx6IiCVm51Kes0Wy3z+cW03wfPZhzkzZTWD/y8lb/R2+HQdRuHUxsU+vKh+Oe7ylYYQQ3qWUag08AeRXcV9fYD6wCbgfaAc8CHQELqnUfDpwBTAZ2AHcAvyslDpLa/1nvQR/EioWF5EeUCFEZYNjOjGsbRcWHtjGi6t+Zng7hcXs4+2wWqTa9IA2S0qpaOBjYCiwC7hda73cu1EJcXIqVtfNS5xD8d51WKNPIaDnueSumknmm1cw2O1mclAbnux5GRm2AO4LUzwSEszVy7/AmXkAS2gbSpK3ULxvvTE/1OxDyFm3V2tpGCGEV7wMrMKYZhNa6b4XgXRgmNY6D0AplQS8r5QarrX+3bPtVOAa4D6t9WTPto+BjRg9q0Pr/ShqqKwAUYRvACF2Py9HI4RojB4fcCGLDmxnR3YqX2xbxQ1dB3k7pBap1gmoUmoAMAhjWE7luaRurfVzJxOYF/wXI/G8DLgK+FYp1VFrXezdsIQ4OWarL2ZPdV2Xs4TivevY98IQ3I6//7S7F6bzTfeB3K3XsNXHl5dy8th8IJF/9RqMY/Pv+Pc4h4JN8zn8wa3EvbgJS1hMjavzCiHqnydxvAEYgNFzWfG+YOBc4NWy5NPjY+B1jHNf2UJ5YwAH8EFZI611kVJqGvCCUqqN1vpgfR1HbZQtwSK9n0KIY+kW3pqrOvfjy+2reW3tb1x2Sl8CrLKwR0OrcQKqlPIDvgNGAibA7flJhd/dQJNJQJVSQcDFQHutdSHwkVLqn8AwQOo1i2bDbLFhb9+L+Je2kLt6JiX7NmCN7oCfGkrW3Df4z4ZfeX3kY/yWm83stglklPrx8J5Eul3zKukznwa3m7zEOYSec5e3D0WIJkcp1VNrvbEG7d/UWt9Tg/Ym4E3gI631WqVU5Sa9MM77qypu1FqXKKXWAhWrliUAWyslqgArMM7zfYEjElClVNYJQgw54UGchCRPD6jM/xRCHM8DCSOZtWsdqYV5vLtxCfcnjPB2SC1Obarg/gsj+XwBOBvjRHQzcAGwBFgJ1OusXqVUG6XUy0qpBUqpXKWUWyk17Bht7UqpSUqpZKVUoVJquVLqnErNOgNZWuvDFbZtoJ6PQwhvMFt9sUbGEXrOXURe9TLW1oqcJR9jj+tLpwd+5LmDq7lu30oAlmSnMXHIRJIyDxHY71IASvZtwFWY68UjEKLJ+lUpFV+dhkqpN4C7a7j/mzDOW08c4/42np9V9VweBGIqtT1WOyq1bRT25GYAEBcU7uVIhBCNWUxACLd3HwzAe5uWkFF01HR5Uc9qk4COAb7WWv8LYy4IwAGt9a/ACMCGUaigPingEYziCetP0HY6cB8wA5gAuDCKKJxeoU0ARiXAinKAwLoIVojGyGyxYwmOIrDfKCKvfhlbm27kLP0E/1NO49mbXuXFNu2xmkzsLCniilVz2XHaDWAyYY3uQMHmeeSu+g5H+l5cjiJvH4oQTUUgME8p1ep4jZRSrwPjqcEIHM9InpeBl48zNLZsYmRVU0uKKtxf1vZY7ajUFgCtdejxbkB2dY6ltvbnZQLQThJQIcQJ3NVrKCE2X/Icxby1YZG3w2lxapOAtgfK3qlSz08bgNbaCXyOUbigPq0GIrXWnYFXj9WoQhGFh7XWD2ut3wOGA3sxiiiUyQeCKj08GKg89EiIZsdssWMJigSTCXdxPs6M/WT+/BpnJ37Dq4mfEewoINvqz80bl7Oo7xX4dRlCwcb52GK6kfrFQxRs/A1Hxn5JRIU4sVEYPYdzlVKhVTVQSv0H42Lpr8ClNdj3E0AJ8J/jtCn0/KxqwpNvhfvL2h6rHZXael2hs4S0IuOU3T4wzMvRCCEau1C7P//X8ywApm9ZxqGCyv1Qoj7VJgHN5e+5o7kYPYoVh+JkA61PMq7j0lrnaq3Tq9G0yiIKwDRgsFKqbDjSdiCs0lXpnsDmOgpZiEYvf92P5P71JVnz3iT3ry8o1Ivpnb2ft9Z8Smx+Og7gmeAOvLjoU3wiY0mdcS+B/S8jZ9kMHKm7KdSLJQkV4ji01oswCv10A35SSvlXvF8p9RowEZgLjNZalxy1kyp4zmUTgbeAVkqpeM9QX1/A5vl3GH8Pn21TxW7aAMkV/n3wOO2o1NbrDuRllf/eThJQIUQ1jO1+BpG+gRSXOnlj3e8nfoCoM7VJQHcCXQC01qUYa4mNgfICCJcD++oqwJNUnSIKaK1zgR+AJ5VSvkqpGzF6QBdW3qFSKut4N+q5yIIQ9cUel1Dl9rZFWUxN/JTT7TYAptvCeZRAMvQSDn9wK6EjxlGoF5H506s4Du+UYblCHIfW+geMaSqDgFlKKSuAUupVjOkiv1GD5NOjFcZIpEnA7gq3QRjJ7m6MaSsbASdGhdxySikbxvlwbYXNa4GuSqnKU1HK1ixYV4P46t0+z/Bbi8lMK7/KA5qEEOJoAVY79/Q5G4DP9Ar25Fanb0vUhdokoPOAK5RSZSu3vgucr5TaidGTOAKjh7ExqEkRhbswihFlAI8CV8gSLKIlCUwYhcliq/K+IJObaQlnM/qgMeX614zD3Nf7alLNVgr1YjBb8QmKIm/NTA5Pu4389T+TmzhbklEhqqC1/gxjjucI4HOl1CvAA8B8jOSzpuee3RhLiFW+bQKSPL9/rLXOxjiH31gpsbwRY37q1xW2fQNYgdvLNiil7MCtwFKtdaPqAS2b/9k2MBQfc22+2gghWqIb1CBiAkJwul38J3Get8NpMWqzDujLwCd4ll7RWr+tlPLFWHesFHgfeKXOIjw51S6i4KmAe96JdugppHBM0gsqmiqf4GhiJs4mefJo3M6/O19MFhut7/oMd/YhXr3iUTot+IjXbRHo4Dbc3e9GJqfso3/f8yjY8Asmqx8+QVEceuc62j/+B0mPdiVmwiz81FBZN1SICrTW73jmgb6AsXTZfODi2lz49CSWsypvV0pNBJxa64r3PQ4sAxYqpT7AKOb3APCz1rr825fW+i+l1NfAK54hvjsxKt7HUf+FBmtsv2cIrgy/FULUhN3Hwn19R/DQ0m/5buda7u41DBV23Dpxog7UOAH1DGfVlbb9h+MXPvCWJlVEQQhvMlt98VNDiZ+kyUucQ/Heddhj++DffQT5a38gf92PFG5bwkVuN5HhHXiu2yWk2YO4HXgdG2rbEgISLsGVn4XbWUKBXkTY+Q+SPHk08ZM05ohYbx+iEF6llLq/0qZiYBdG3YRFwLhKa3e6tdav12UMWus1SqkRGMN1X8eo+P4+8M8qmt+Esab3TUAYRtX5C7XWS+syprpQXgE3MNS7gQghmpwrO/Xj7Q2L2J2Txr8T5/L+8Bu9HVKzV5se0KakXosoKKUWVrFZlm4RTZbZ6os5IpawEePLtznS95L+3ZNH9IoOytjNm4mf8XivyznkG8Ld65dwR+xpPBDfH5PJRMYPL1KyfxNhFz5Ixg8vkrdmDmHnjq/qKYVoSf59nPuerWKbGyNJrBWt9bBjbP8DOLMajy8CHvLcGrW/E1DpARVC1IzF7MNDCedy96LP+XnPJtam7qNvVHtvh9Ws1ToB9cwFGQZ09GzaBSzynLAai7XABKVUYKVCRI2yiIIQjdGxhuZ2LMnh24HnMW7LStY6S3kvfjAHF3/JU63a4NdlCNboDhTtXolflyEU71uLy1mC+RhzTIVoIc72dgDNVVkCKkuwCCFq4+IOvZi6YSGbMw7yypq5fHbebd4OqVmrVQKqlLoJY8htGJ65oBhXarOUUg9orafXTXgn7RvgQYwiCpOhbosoVHV1WeaAiubm6KG5a7G3641/jxEUbJrHe8G+PG8OYU5aMt9bgzmQnsmk8Fgiugwh549PsIS2wRoZT2lOCqWAT1CkzAcVLZJnGRZRx0pKnRwuzAUgJiDUu8EIIZoks8nMI/3O4+Z501mcvJ0Vh5M4tVW8t8NqtmpcKk4pdTUwHcjDKGZwqef2hGfbNE+beqWUekIp9QRwpWfTjZ5t5eP8tNZ/YVT1e0UpNUkpdSfwO0YRhUfqO0Yhmguz1RerZ2hu4MAryVszi5SPx1O0czmlm39nwnf3c+vuJQCsMdm4Lagja+f9F2t0PKW5qfh1GULOH9MpOagp3rdBKuMKIepMiif5BGgTINd/hRC1M7ydom+kMfT29bVSEbc+1aYH9DFgK3Ca1jqnwvY5Sqm3gb88bb6sg/iO57lK/x7r+bkHmFphe70VUZA5oKIlssd0o2jHn0dWygVu3Luc2OIcXu4+ir3Fhdxqb83UVt0ZFN2JrN/exOwXQsnBbYQMu4PSnBQpSiSEqBOH8v/+KtLaP9iLkQghmjKTycT9CSO46bcPWZK8Q3pB61FtElAFPFkp+QSMUvBKqQ+Bp082sBPRWptO3KppFVEQoik43nIt14x5ivgVM3nAEk6GLYDbt6zkwcLDnLd6JhGXP0PBpvkU6kWU5nTDJ6QVZktVRaqFEKL6DhUaX0dCbL74yTxzIcRJOLttF/pGtmdt2j5eXzuPz8+7/cQPEjVWmwT00AnudwOHa7HfJkfmgIqWqMrlWtr1wr/7cAo2/06/uF7M6nQmt//1I9tcbib5RrOz8wie6zyY9JlPY43qiE9gFCUHNbbWXWQ+qBDipBwuMBLQVtL7KYQ4SdIL2jBqPAcUY/7nrUqpo4aaKqWCMQr8fHiScQkhGrGKc0Jbj32fsJH3Ym3dGb9uwyjcPB/npLN5fdFkzkjbDsA3MQnc/se35JutWKM7YLL7kfb5A5TmpHj5SIQQTV3ZENzW/nLtVwhx8sp6QUHmgtaXE/aAKqWGVtq0GLgY2OCZ87nVs70bcBeQBiypyyCFEI2f2WLH1roL0be8S+7yz3Ck7GZqVDxv+UYzLXk3Sy0B3JtwPdPiBtDO7kfBlgXkrviKwP6XY7LYpDquEKJWDheW9YAGeTkSIURzIL2g9a86Q3AXYgyrrahs/uWkCveVbYsDfgN8Tja4xk6KEAlxJLPVF0tYDP49zyPrtzcp3vw7129bQlirnrze+Vx2B0Ry5fplvJqzk3i3m5IDW0jf+zQBfS7EGn0K9va9JAkVzZZSah8wy3NbqLUu9WpAzYQMwRVC1DWZC1q/qpOA3lrvUQghmg2z1Rd7+15EXvEceWtmYY0+hRtbd6FvuwTGrV9CurOE/7O35p+RXbg8ugMFm+Zz+INbafvQXBypSWT+/Br2uD4EJozCJzhaElLRnMzGWLZsHJCplPoJ+A74VWtd4M3AmrJDBTIEVwhRt6QXtH6dMAHVWn/UEIE0RVKESIiqma2+mCPjCBp0Da6iPHAUccpPLzFl3wYe63k5yX5hPNNjNPkBMVywbQkmt5tCvQhrdCdCzx1PxuznSPviIWImzsZPDZUkVDQLWuvxwHil1KnAZRjJ6PVAoVJqHjAT+F5rne69KJuev3tAZQiuEKLuSC9o/alNESIhhKgWs38Ivh0HkvHDSxTqRcQWZPDWmk/plX0AgH/v3cZrnUfiNJlxpOzGVZhNwZaFBA4cQ0Cfi0iePFoKFYlmR2u9Qmv9T611N6A78DzQGpgGHFJKLVBK3auUksVyTyDPUUyeoxiQIbhCiLpV1gsKlPeCirohCagQot5UXLIl8upXCB58Cx1HPcrn543lPEcuAD+16c2jvcZQGBmPyeaHvV1P8lbPJHTkvbhLHeQlzvHyUQhRf7TWW7XWL2mtBwGxwH1AKfBvYLdSao1S6nyvBtmIlfV+ggzBFULUvYoVcf+TKBVx64okoEKIelW2ZEvwGTfgLnVQsGk+Ka+cy8PL/stNSUsBWBMWxy1FJg4FRJE8+RJCR4yjUC/Gr8sQiveuxZmbhstR5OUjEaJ+aa0PaK2naq1HAK0wajAkAT29GlgjVjEBjfKTGoBCiLplMpm4r+85APxxcAerU/Z6OaLmoTpFiMQxSBVcIarP7B9C6Ln3kDVvKn5dhlC4bQm37FlG25I8Xu1yPjsL8xizej7P+YYTrheD2YoltA22mO7GYzqfIfNBRYuhtc4EPvbcxDFkFOUDEGr3x2pu9sX3hRBeMLydoldEWzakH2Dq+gV8OOJmb4fU5EkPqBCi3rkcRZTmpFC08y9MPhYC+l5M7FMraH33F9x290d8lDCMYHcpmWYL9/e5mp9TDmBr3ZnS3FR8OwzAv/twkqdcKvNBhRBHSPMkoBG+AV6ORAjRXJlMJsb3HgbAb/u2sDnjoHcDagaq1QMqa5dVTargCnFiLkcRhXoxyZNH43aWlG83WWy0ufsLcv/6ijY/vsxU3xD+2XMMB/zDeJQQUguKGDtkLFlz38Ae1xffjoPIXfktwadfh9k/RHpChRCkF+UBECkJqBCiHl0Q14NOIVHsyE7lrfULeWvYtd4OqUmrbg9o2dplvwEpSqlPlFKXKaX86y0yIUSzUJqTclTyCeB2lnDw7WsI6DUSgHaFWUxNnEFvT4Xc13au59ENS8haMxtHym4soW0oSd5EzvIvKNSLZU6oaHKUUqHejqG5Sff0gIZLAiqEqEdmk7m8F/T7pPXsyk7zbkBNXLUSUK31eK11e+A04D1gAPAtkKqUmq2UukUpFVGPcQohmqi8xDlHJZ9l3M6S8mJDAKG4mHHWNVwSZAwi+N4azCOeCrnOrINYI+Px7zaM5CmX4sxMliRUNDXpSqkrvB1Ec1KWgEb6SvkFIUT9Gt2xL+0Dw3C53by9YaG3w2nSajQHVNYuE0LUVPGexOPe70hNIui0a4m48iXaPbaIoj8+ZOIPT3Czp0JuYlgctxTB7gNb8OsyhPy13xvDcZd/RvG+DZKEiqbEBNi9HURzklZoDMGVHlAhRH2zmn24q9dZAHy7M5HkvCzvBtSE1boIkaxdJoSoDntcwgnu70vwkFvx73Y2+18aRt7qmZiAm/cs47Ftv2A1mdhZmM/4U29n8fz3y4fjOlJ2k/Xbm1KYSIgWLEOKEAkhGtBVnfoT7ReEw1XKfzcu9nY4TVadLMOitT4ATAWmKqXCgEsw5oz2BH6pi+dojGQZFiFOLDBhFGlfPFTlMFyTxUZg31GYLVbs7XsR//JWcld+S0nyJmytuzK2+3C67lrNvQf2kuF0cJdva14IDmDIjsX49ziHgk3zyV3xNW6XE7M9gMCEUfgER0uBIiFaCBmCK4RoSL4WK3f2GMLzq37is20rubfPcCJlDeIaq/NlWLTWmVrrj7XWl2ut/13X+xdCNC0+wdHETJyNyWI7YrvJYiNm4hx8QqIBMFt9sUbEEnz6dbidJTgz9pP582t0/usz3lz2Du0KMnCYLTycV8wHxaX4dh5M4bYllBzYTMnedaTOmEDSI0oKFInGLlopJUug1YFSl4vM4gJAekCFEA3nxq6DCLH5UVTq4IPNf3g7nCapTnpAWypZhkWIEzNbffFTQ4mfpMlLnEPx3nXYY/scs7fS7B9C8Bk3HFE5ty0wdcPXPH/2/awqyGda3BmkLPmK8ZiwteuBf/dzcDtLyFs9k+TJo4mfpDFHyFR00Si9BryglFoPJAJrPD83aK2rrtYlqpRZXIAbNwDh0gMqhGggAVY7t3U/k/+sncdHW/7krp5nEWL383ZYTYokoEKIeme2+mKOiCVsxPhqtS1PWNfMoXjfOmytFbHdh/NB8haeyshgduoBvrcGs7/3VUzrejYZ379E4MAxAOStnkle4pxqPZcQXvAn4AskAIM829yAUym1hb8T0jXAOq11nleibALSiv5+aSL9pAdUCNFwbu1+Bu9uXEyuo5jpW5Yxoe853g6pSZFhQEKIRqdsOG7YueOJvuktAvpcSOavUyhc9AH3fnsft+42hrwkhrbn8vmfkDP4Fg5PG0voyHvBZKJ4z1qyFrxL5rypONL3ypBc0Zi8rbUegFEvIAEYC7wFrAA6ArcAU4DFQKaXYmwSygoQAYTZZVlyIUTDCbP7c2PX0wD435ZlFDodXo6oaZEeUCFEo2a22ChJ2U7IsNso1IuxRnVkYnQHeoV34pFtiSSZbVyZuJBJ6hzCPWuKWqPiyV3+BYV6MWlfPETMxNn4qaFSnEg0GlprJ7DOc5sOoJQyAZ2Bfp5bXy+F1yRklxQCEGi1YzH7eDkaIURLc3uPwUzbvJT0ony+2bG6PCEVJyY9oEKIRi9/zRz2vzycgk3zcTsKKdg0n77TbuC1tZ8T7Cgg0w33hHfjl5QDWMLb49dlCIXblgDgdpaQPHm0LNciGj2ttVtrvU1r/YXW+mGt9Uhvx9SYZRcbCWiITeZeCSEaXmv/YC4/pS8A725cQqnL5d2AmpBaJaBKqVZKqXuUUq8ppZ5RSl2qlJLxL0KIemGPSwC3m0K9mNy/vqRQLwa3m545B3hrzafEmk0Um8w86hPCN+pcCrYtA7e7/PFuZwl5iXO8eARCACDfTupQWQ+oFP8QQnjLP3oOBSApN51f9m7ycjRNR40TUKXUEGAHMBm4D3gS+A7Yo5S6t06jE0IIjLVEKy/jUqads4Cv+g2nZ04ybmDS7k284rLi2/+yI9oV713XAJEKcVwhwI/eDqK5kB5QIYS3dQltxbntuwHwzobFuCtc/BbHVpse0LK1PccCsUA8cA2wE5islPq0bkJr/JRSCyvfMApLCCHq0PHWEm11+4eYF3/AjNMuZoQjF4DPMtN4vP0ZFPr83d4W0x1n9mEpSCS8Rmudr7XO9nYczUVZD2io9IAKIbzorl5nAbA2bR9/Hd7t5WiahtokoD2B17XWH2mt92ut92qtv9JanwbcAVyjlJL1D4QQdabi0ixR108heOhYIq9+hfZPLAXchI4YR8mKr3h02X+5Zu9fACzITOGBQbeRbgvAZLER0Os8UmZMoFAvliRUiGYgq0R6QIUQ3jcwOo5+Ucba4+9sWOzlaJqG2lTBzQX2VnWH1nqaUmo48H/A1JMJrCnQWg+rvE0plYUxzEoIUYfK1xI917i+lf3nZ2T+/BrOrGSj4JDbjRm4c/diWhdl80bnc9lqDWR8wg28130g6bOeIXTEOA78+3ziX96KOSLWuwckhDgp5UNwZQkWIYQXmUwm7uo1lDt+n8H8/VvRmYdRYa28HVajVpse0AXAhSe4/5TahSOEENXjys8g968vygsSVTTq4DrejAjH3+zDYd9grt+5mcXbV1CoF+PbcRB5q2fhchZ7KXIhRF0oH4IrPaBCCC8b2b47HYMjAXh3o/SCnkhtEtD3gTOUUhOOcX88kFzriIQQohqOV5jIZLFxbtfT+aSDItLlJM/kw6O9xjAzNRlLaBuK966j5MAW8rf/gSN9rwzJFaIJ+rsHVBJQIYR3+ZjN5RVxZ+5aS3K+TPc/ntokoPOAcOA/nsI7NyiluimlOiulbgcmAK/VaZRCCFHJiQoTZc19g/CP/8G3A8+lQ34qTrMPT5uDeddhxhIVT9qXD2EJiCD1i4cp2PgbmXPfIHPeVElIhWgismUOqBCiEbnilASi/AJxuEqZtnmpt8Np1GqTgD4L/ATsA4YCHwMbga3Au4AGspRSPZVStZljKoQQJ1RWmCj26VVEXP4MwYNvIeLyZ2j70K/krfyGvNUzcTtLCE1ayXt5e+ifZUxd/yCoHc/4hJK9dRF5q74l/JJ/cvDtq7HH9SX104kkPaKkUJEQjZzb7ZYeUCFEo+JrsTK225kAfKr/IqdEvkccS40TUK3101rrS7XW8Rg9oecADwIzMBLR3p7f1wF5Sql1SqlP6i5kIYQwmK2+ZP76OgWb5uN2FFKwaT77Xx5O3uqZ5W0cKbsJDYvhf6ddwiVOY5mWmakHeLTnFWSkJOFI2Ylvx0EUJa0h/OLHcDtLSJ48mtKcFG8dlhDiBPKdJTjdLkB6QIUQjceNXQfhb7GR5yhmhv7L2+E0WrXpAS2ntc7SWi/QWr+utb5Za90HYx3MARhLsryPUTX3kpMPVQghjmaP60uhXkzuX19WWZDI1rY74aOewGqCfw+5in8UpwOQGBbH7bZokg5sxRLahpJ9G/DvfT6B/S/D7SwhL3GONw5HCFENOZ7eT5AEVAjReITa/bmuy0AApm1eSkmp08sRNU51PkRWa10CrPHchBCiXgUmjCLti4dwO0uOus9kseHf/RwyZj2LM+sAhduWcLXbTXh0d15V57MTuDEzl3/nZZOgupMx8ynCRz9J3ppZFO9d1/AHI4SollzH31Wsg2x2L0YihBBHuq37mfxvyzIOF+TwQ9IGLj8lwdshNTon1QMqhBDedrxiRDETZuN2FpO3+tsjekdHZuzgg/guBLlLSXO7+b8wxfIoRcGWBRTqxfh1GYItpjvFB7eRmzhbChMJ0cjkVUhAA62SgAohGo/2QeFcGNcTgA82/YG70sgsUQ89oC2JUmphFZsDGzoOIVqysmJE8ZM0eYlzKN67DntsHwITRuETHI3b6SDuubXkrvwaR8purNEd8FNDCZj3Fp/2vIB/7NjAQR8bd21ZxT2t+3Bjym4s4e0J6HUe6d/9i8D+l5L6xUOEnHUbfmooZquvtw9ZiKMopQYAjwP9gGggG1gLPKu1Xlah3ULgrCp28aXW+ppK+7RjFB68EQjDqO3wuNZ6fj0cQo3kexJQs8mEr4/Vy9EIIcSR7ugxmB+SNrA+/QArDicxqHUHb4fUqEgPqBCiyTNbfbFGxBI2Yjytx75P2IjxWCNiMVt98fELwhIZR8hZdxB46lVgsVO0cwXhFz1CJ7udb049n26lRbhMJqZ0OZc3A2IIPPMm0mc9Q+iIuzk8bSyhI8aRPOVSKUwkGrNTMC4qvw+MB17FSEQXK6XOrdR2L0ZSWfE2tYp9TgfuwygsOAFwAT8rpU6vh/hrpKwHNNBqx2QyeTkaIYQ4Uv/oOBKi2gPw/qY/vBxN4yM9oCdBaz2s8jalVBYQ0uDBCCGOyWz1xRziS2Dv8/Dt0J+MH14i8+fXcGYlU7xtCf82WXih20Usi+zMR0UO9v05i4dWz8Levhe+HQdRqBfj2/H/27vv8Kiq/I/j75lk0khCQglSA4gcBFEQAStrYW2roC5YQFnbdldxldXV3Z9l1QXLin1ddS2rCKIi2FYRRSxLr1IO0ksCoZNAyiSZ3x/3ThzGEFJnUj6v55lnknPPvffckrn5zmkDyVvwHs3P/jXeWDX5k/rFWjsJmBSaZox5DliHEzxOD1m0x1r7ekXbM8YMAK4EbrXWjnfTgtOujcOZhi1qgjWgzfS3KCL11C97ns7vvnyTTzatYGPuLjJTWka7SPWGakBFpEnxJiTTrPd55C14t6xfaGKpn/vtx1zdIgOAz2OTuf34y9mRs4HYtLb4c9YTm9aWwk1LKMq26g8qDYK19iCwA0gLX2aMiTXGVNRlZBjgB14M2V4B8BJwujGmbe2WtmpCa0BFROqjCzsfR7tmzQkQ4N8rvj3yCk2IakBFpEkJ7TOaO3cyRVtXlPUL/cOnT5K6bRPPHX0Wy5u353qvh3/sXsQxPU7n4PIZJPU6h51v3kbGtc8Tm95O/UGl3jHGpADxQEvgF8BxOP04Qx0LHADijDHZOM1vx1prS0Py9AVWWWvzwtadC3iAPkB22L73HqF4tdY66ECxG4BqBFwRqadivTFcd+ypPDj/YyaunsdtfX9Kapz+bwDVgIpIExTsM5p66tUESvwcXD6DLWPP5sCCKQzbuoB7VkwlrqSYTaUBftm8O9+3603Bujkkdj+Dgyu/IHf2BAo3LaEkPzfahyIS7mWcWs9VwG3AP4GHQpavBR7EaV57LbDU/f3ZsO20JSzAdAXT2tVaiatBNaAi0hCM6D6ApNg4DhQX8ebqudEuTr2hGlARabK8Sc1JPe1qssYPLZuiBeAnezfSrWsPfrfBsicuiauXfsPjlz9Os+lPQSCAP2c9e7OfoeWQu/HEZqomVOqT+4DngQ44gwvFAz6gEMBae0NY/leNMW8BvzLGPG6ttW56YnCdMAUhyw9hrU2rqGC1OUZCnvqAikgD0Dw+kcuP6ccrK//Hv1d8yw09TyPWGxPtYkWdakBFpMkKbY7beuQTpA66nlZXPEzHv35Dv5R03j75Z7T3xVHg8fL7zeuYmLUWAF9GF4p3byZ33mRKD+6L8lGI/MBau8xaO91a+zJwHtAPZzTbijyG06z2rJC0fJzgNVxCyPKoOaAaUBFpIG7oeRoePGw9sJf/blwe7eLUCwpARaRJK5vC5afOFC4tLriN2BadyF/zLelfvsDzW2fTPXcbpR4P/+h+Hi93HUTCMaeTv/or/DnrKdi4kNLi8iqKRKLLWusHpgKXGWN+VGMZYrP73iIkLRunGW64YFpWzUtYfWU1oApARaSe65LainM7HQtoSpYgBaAiImFCR8pNWjmDxxdPZMCudQD8p+NAbv3qLfx48GV0oXDTUoo2L6MwayW5i6bi37VJo+RKfZKIU7uZUkGeru77jpC0xUCPckbKHei+L6mV0lXTAX8RoBpQEWkYbux1OgALdmxi4Y5NUS5N9CkAFREJE2yam/nQclpedh9tTh3Jc8f0ZniGM6n0R75U7u49jJKuJ0Opn52T/0xJ7k4ChfnsmDiGfDtLQahElDGmdTlpqcBwYLO1NscYk2qMiQ/LEwPcBZQCn4Usehun7+iNIXnjgeuAb6y19aIGVAGoiDQEJ7fpwnEtnLHbXlQtqAYhEhEpj9eXQGx6O5J6/ZS92c/gX/E5v1n9FckdT+blLqczPz2TK+Z8yL/7n49/yr0k9vgJ+au+pMXQv7L10fPJfPA7TdUikTTJGFMAfAtsAzriBIsdcEa8BTgRmGCMeRNYAyQDlwMnAeOsteuDG7PWzjHGTAYeduf8XIszrUsmzui5UXWgrAluXJRLIiJyZB6Phxt7nc7or97iww3fsTVvL+2T06JdrKhRDaiIyGF4fQnEtetJyyF3k9TrHJqf9gtGn3Q+Y7sdT0wgwPfeeIbN+5T1iS3w56wnJqU1+XYWCV0HOlO1bF6mmlCJlNeBJOBm4DngdzjNZM+y1r7l5tkIfAP8HPgHcC9Ozee11to7y9nmKOAJ9/1JnBrRC62139TdYVROcB5Q9QEVkYZiSJfjaZOYQkmglFdX/S/axYkq1YCKiFQgJjEFT2wmKSePpHDTIoq2fc8Fe9bRuucA/rBiDtu9Pm7pM4In0tPpuXomHl8isWltnalapj9Fq2EP4G3ZKdqHIY2ctfbfwL+PkGc9TpPcym6zABjjvuqV/GI/AIkxviiXRESkcuJiYrm6x0AeW/QZE1bP49Y+g0mMbZqfYaoBFRE5Aq8vAU9MDPs+f46izUs4uHwGXZ6/gscX/ocWhXnk+RL4TW4BH+3JcaZo2Zv9w1QtcydTvG+7akJFalFBMABtov+8iUjDNLL7QHzeGPYWHmTqusXRLk7UKACtAWPMzPAXTp8aEWlkYlIzSL9wDHkLppBvZ0EgwDF5OTyz7C26xsXjDwT427EXMyG5A/nr5pDY/QzyV39FUfZK9s+eqIGJRGpJIBAgv8QJQBMUgIpIA5KRlMJFnXsD8PLKbwkEAlEuUXQoABURqYTgyLidx66i1VWPkXr6tbS87D763fw2z+9eyfH7tgIwbuMq/v2z+9k1/SkIBPC16kx8h+PY9+VLlOzPifJRiDR8/tISSt1/2hLUBFdEGpjrep4KwPLd2czL2Rjl0kSH+oDWgLX2zPA0Y8xeoHnECyMidc7rS8DbKpO0c35LaX4u+XYW+795nTZHD+BN8xP+uOgzPsndx+t7drIxv5S74xJJ7H4GWx+7gPa3/5e8RdNIH3xTtA9DpEErKCku+1kBqIg0NCe27sQJrTqwZOcWXl7xLQPadI52kSJONaAiIlXkjY0nNqUVKSddRsaop2nW5yIOfvY0//f9pwzfMh+Ar1p3589n38GG6c8Q8Bc6TXCLDpK/fj7+XZvUHFekmvKLi8p+Vh9QEWmIrjvWqQX9aON3ZB/YF+XSRJ4CUBGRGvDGxuFr3Zn0824hudc53NE2kzFJcXiARfkHuN6bRnZCc/w564nL6EbpwX3smDiGg99Nx797iwJRkSoqcPt/gvqAikjDdHGX42mVkExJoJTX7ZxoFyfiFICKiNSQ15dA/ppvObh8BgF/Ppet+4r/WzENX2kxW5JacFPfkaxu0Qlf665kjb+YtMG/J/vZK/DvWK/BiUSqqKBYTXBFpGGLj4llpBkAwBt2LoUhXQuaAgWgIiK1ILnvEArWziZ3ziTy7Sx+ssPy6JK3SPHnsyeuGTfm+Xn/w8fLmuMmdB1Ivv2SPR89osGJRKpATXBFpDG42gwk1uNlZ0Ee769fGu3iRJQCUBGRWhCTmkG70VPxxMaVpfXev5Wnl02mXVw8B0uKuS2hDR8e1Rt/znpi09riz1lPTEpr8hZNi2LJRRqWQ5rgqgZURBqots2ac0HmcYAzJUtTogBURKQWlE3TMs7S6oqHnWlahv+dU299jxf3rOKY3G2Uerw8Zs7nheR2+Pdm48voQvHebAo3LdbgRCKVFBwF1+eNIcarf2NEpOEKTsmyZOcWFu7YFOXSRI4+uUVEaonXl4CvZSdST72aQImfg0s/ZvPfTiVh/ts8vmQiA3avA+D5fD8PeJLxHXMa+au/wteqc9ngROoTKlKxYBPchBjNJCciDVv/jEx6tWgLwMsrmk4tqAJQEZFa5k1qTuppV1OwdjYEAgAklfh5cNWHXNK8BQAftenFr75+l0KfM1docHCirCcuUZ9QkQoEByFKDGnuLiLSEHk8nrIpWT7YsIycg7lRLlFkKAAVEalloc1xW498gtRB19PqiofpcvdXPNi2A7/tcDQAX8c2486zxxwyV2hC14HqEypSgWAfUPX/FJHGYGjXPqTHJ+EvLeGN1U1jShYFoCIidSDYHDf9pzdx1PUvkPbTP+Btlg6lxdywcQ53NYvHAyzJP8j13jS2xaeWDU5UuGkJpW4zw9LiQvy7NrHns6fZ9tIN7PnsafUVlSatrAlurJrgikjDlxjr46ru/QF4fdUciprAlCwKQEVEIsAbG8eBJR+yf9bLBPwHuXjtLO5ZMfWQuULXtuhE8d5sfK0yKVg/nz2fPsneGc/h37mR/JUz2f/VK+x4/RY23GHUV1SarOAgRGqCKyKNxageJ+P1eNien8t/Ny6PdnHqnAJQEZEICZ8rdNCO1Tyy9C2S/QXsjk/m+rwivt25lcTuZ7D14cHEZ/Zh58Tb2frIuST3H0Zyv0sBCBQXkTV+qPqKSpNUUBxsgqsaUBFpHDokp/PTjscC8JqdHeXS1D0FoCIiEVLeXKHH79vKk9+9TZtYHwdKSrjjuJ/z1hcvl/UJTex+BoHiIra/eB1p594MHg/gBKHqKypNUaFbAxqnAFREGpFRPU4GYPa29dg926NcmrqlAFREJEJ+PDjRdbS6fByD/jiNCZ270S0xmWIC/CXhKN5u3w//zg006zsEcALOYEAaVLhpSbQORSRq/KVuAOpVACoijccZ7brROaUlAP9p5LWgCkBFRCIodHCi5P7DKd69hT0fP0bS16/w6Iyx9N63BYBnu53NU4lt8XXoXdb0NjhIUVB8pxOicgwi0VRUWgJAXExMlEsiIlJ7vB4v1/QYCMDbaxZywF8Y5RLVHQWgIiJREt/uWPbNfJ7cORPJt7NI9efz8NLJnL5jNQCvFvj5w0dPkzT4JvB48GV0oXhvNgCe2DiS+wyJZvFFosJf4gagqgEVkUbm8m79iI+JJc9fyJR1i6NdnDqjAFREJErK6xMaX1rMvav/y5VpTjOcz1r34MYF0wn0PIeU/pcTk9wKT2wc7UZPI6Z5RrSKLhI1frcG1OdVDaiINC7pCc0Y0uV4AF5bNZtAIBDlEtUNfX0IGGPuA4YDPYAR1tqJUS6SiDQBwT6hHf/yDQeWfoQ/Zz2+jC4kmkHc+umTJO3I5t9dzmC2v4SbM8/kkXfvpevpo2g98nFiUlrh9SVE+xBEIi7YBNenJrgi0giN6nEKk9csZMXubBbu2ES/jMxoF6nWqQbU8T1wCzA32gURkabF60sgf823HFw+g4A/n4PLZ7Bl7NkcWDCFqzfNZoz9mBhg+YF93OBJZd5Lv6Jkfw77vnwR/65NmgtUmpxgDWicakBFpBHq06oDvVu2B+DVVY1zMCIFoIC19nVr7XRA/8mJSMSFzw9KSJObC3eu5tke/Ygv8ZOdmMZNvYcze8H75M17hw13GPLtLAWh0qT43WlY1ARXRBojj8dTNiXLB+uXsrvgQJRLVPvqVQBqjGlrjBlrjPnCGJNrjAkYY848TN54Y8w4Y0yWMSbfGDPbGHNOhIssIlJj5fUFBWegoTY3vkzf+ZP4x5JJpPoPsi8uiRv3HWROiy4EiovIGj+Ukv05USq5SOSVNcHVIEQi0kgN7XICqXEJFJWWMPH7+dEuTq2rVwEoYIA7gA7A0iPkfQW4FXgdp/lsKfCxMeaUuiygiEhtO2R+0KufIPWM62h52X20H/MJefPeJm/BFI7NzebJRRM4Kn8vBR4Pt/la8982vQgUF7F/9kT2z5lEwYaF5C6aqqa50qj5NQ2LiDRySb44hnfrB8Drq+ZQGiiNcolqV30LQBcAray1xwCPHC6TMWYAcCXwJ2vtn6y1/wLOBjYB48LyznRrUst73V6HxyIiUmll84MOvolWl48lf9WXbBl7NnkLppTl6ZS/h6eXTebYpBRKPB4e7nEhEzoOpCjbcmDhVDY/cBqBwnx2TByjprnSaBWpCa6INAHBZrib8nYzc+v3US5N7apXAai1Ntdau6sSWYcBfuDFkHULgJeA040xbUPSz7TWeg7zerTWD0JEpIa8CcmkXzgGT4zvkHRPbBw9f/EMz+Qs5sQ9GwF4sesgHk1qR+HebALFRWx/8TrSBv+erCcuUdNcaZSKNA2LiDQBRzdvzWltjwbgP41sMKKG2oGiL7DKWpsXlj4X8AB9gOzKbswY4wNicAJynzEmASiy1v6ovtsYs/cIm2te2f2KiJQntElu3qJpFG5agq9VJolmEHs/fRIWTOHvHi/jzAV83qYnkwr9ZMekc5cnhrjiIvLtLBK6DiRv0TTSB98U7cMRqVVqgisiTcWoHifzTfZaPtu8ii15e+iQnB7tItWKelUDWgVtKT/ADKa1q+L2XgDygTOA19yfB1W7dCIiNRTaJDdj1DMkHXceWx89v6xJri9Qyt1rpvOLFq0BmNW6O3ccP4y8mDj8OeuJTWtL4aYl0TwEkTrhL9EgRCLSNJzbqSdtElMIEOAN23hmi2yon96JQGE56QUhyyvNWnstcG0l86ZVtNytIVUtqIjUGm9sHPEde9N57CqnRnTjYnytO5NoBvH7T58kcftm/nn0WSxJ68Stfa7i+VaZNFv5Bc36XETxvu14k5rj9SVE+zBEaoWa4IpIU+HzxjDCDODxxTN4c/U8bu1zDnExDTV8+0FDrQHNB+LLSU8IWS4i0mhUNEjR5Vvmc+fKD4kpLWFtcgbXHgywNmsVCV1OYv3tXTQgkTQq/lJnEKJ4NcEVkSZgRPcBxHi87CzI4+ONy6NdnFrRUEPobJxmuOGCaVmRKIQxZmY5ycmR2LeINF3ehGRaDnuImM+epnjXJvJXf8W5OStIK/Vz73GXsqUwn1v638DjM/5FB38hWeOHkvnQcgq3LuPAwmnEZ/Ylue8QYlIzVDMqDY5f84CKSBPStllzzu10LB9vXM5rq2YztOsJ0S5SjTXUGtDFQA9jTHiwN9B9V8cnEWmUSv0FlOzPoWDtHDwxsTTrcxGd7plL29+/xbCbJvBy5tGkxfrYVVLMb+IyWJjWiUBxEbmzJxCT2JzSg/vY8fotbLjDqGZUGqSiEjXBFZGm5WrjhDhztq9nzd6GP8J9Q/368G3gduBGYDyAMSYeuA74xlobkRpQa+2Z4WnqAyoidaXUX0C+nUXW+KEEiovK0j2xcbS9aTIHV3xB5yUf8Pjm5fyp9zB2JKTy594/566VH3JxznqKslfTavhDgIe8Be+SNX4oncdZvC07Re+gRKpIo+CKSFNzRrtuZKa0YGPubt5YPZd7BlwU7SLVSL2rATXG/MUY8xdguJt0jZtWNpeAtXYOMBl42BgzzhjzK+BzIBO4I+KFFhGJgJL9OT8KPgECxUVkPz2chKP7k7/6KzIP7uKpxRPIPLATvzeW+3sOYUpqB4p3byZ37ls0P/s3JPe7lEBxEXmLpkXpaESqJxiAxqoGVESaCK/Hy1XdBwAwec1CCor9US5RzdTHGtC/hf1+vfu+EXg6JH2Um3cUkA4sBS601n5T5yV0qQ+oiERS3qJpPwo+gwLu/J+J3c8g384iozCX8Yvf5O7eP2dFajsePFDI5sIS/uDWhKadezN5C9/TVC3S4BSXOlN0x3rq3XfoIiJ15vJu/Xh04afsLTzIRxu/47Kj+0a7SNVW7wJQa62nkvkKgDHuS0Sk0SvcuKjC5f6dG4ht0bHs9+bFBTy6fAp/H3wnXx3I5bXMUymIj+Xmjd+UBavxHXqTO/9dDiz5UIMTSb0XCAQIEADA66nUvwsiIo1CRlIK52X24sMNy3jDzlUA2lSpD6iIRFJ8Zl/46pXDL+/Yh+STLiOubXf8OevxZXQh0Qxi3KdPck9eIdOP6sVbhcVsi0ljbM56fC060uz4C9j39Wvs//pV+OoVdk4cQ7vRU0k0gxSESr1TEigt+1lNcEWkqRnZfQAfbljGnO3r+X5vDsekZUS7SNWi9isiIg1Ect8heGLjyl3miY1zai+TW5B03HkESvwcXD6DLWPPpmDBFO5c+xnXtmgNwKzWhtHxR+E9ZSQ73/kLiV1PouO988r6hWaNH0rJ/oY/yp40PsHmtwAxqgEVkSbm9HZHk5nSAoA37Jwol6b6FICKiDQQMakZtBs99UdBqCc2jnajpxHT3Gk6G9+xNy0vvZekXueQetovaHnZfXQc8wm/2/Q/frV2JgBzi0sYMfe/bFr8EdnPXkmgII/k/sM0OJHUa6WBQNnPXvUBFZEmxuvxMqIRDEakJrgiIg2E15dAohlE53GWvEXTKNy0hPhOJ/yo36bXl0BsejuSjjuPvdOf4uDyGeyaci8EAlwVG0fnQdfy1y3rsTHx3Nx3BA8vnUwL+yX5q76kxdC/anCiBsgYcxJwN3AikAHsw5kz+35r7bdheU8FHnbz7gcmAX+21h4MyxcP3A9cgzPY3xLgbmvtjDo9mAoc0gRXAaiINEGXH9OPRxZ+yr6ifD7c+B0/b4B9QRWA1oBGwRWRSPP6EvC27ET64JuOmC++Y29aDXuAvEXT8GV0xdfa6RM6+NMnCaxfwv09h5CVmM7NfUbwdM4mjklp/cPgRJ1OiNARSS05GueZ/gKQDaQBI4FZxpgLrLXTAYwxfYAZwHLgj0AHnHm1uwIXh23zFeDnOPNtrwGuBT42xvzEWvu/ujyYwykOCUBjvGqCKyJNT+vEFM7P7MUHG5Yxwc5RACoiIvVHaLCat+wT9nwwtqwm9BTgkaVvcddxP2d3fDK/8sC4vdsYmLOe2BYdSe4zJNrFlyqw1k7CqcksY4x5DlgH3AJMd5MfAnYBZ1pr89x8G4AXjDFnW2s/d9MGAFcCt1prx7tprwHfAeOAQXV8SOUqDQlA1QRXRJqqkWYAH2xYxpztG1i9dzvd09pEu0hVok/vGrDWnhn+AvKiXS4RkXDx7Y6lYO1sCOlDd9z+LJ5Y/CatCvPIC8Do9O7Mat6R5mfeSMGmRRTlrCN30VS2vXQDez57Gv+uTZT6C6J4FFIVbpPaHTi1oRhjUoGfAq8Fg0/XazjPrstD0oYBfuDFkO0VAC8Bpxtj2tZp4Q8jdBAiNcEVkabqtLZHk5nSEoA37Nwol6bqVAMqItIEBAcwyho/lEBxUVl616L9vNlrADeuXsxGbxy35xWy8/NXGDznVTyxcbS58WVKD+5jx+u3aIqWBsAYkwLEAy2BXwDH4fTjBOiN89yfH7qOtbbIGLMYCG3H1RdYFRaoAswFPEAfnKa+ofvee4Ti1XiKshINQiQigtfjZaQZwEPzP+btNQu5s9/5JMb6ol2sStOnt4hIE1A2gNHYVbS66jFST7+WlpfdR/sxn9B88TSemPcyxyc2o5QADyVk8J9OJ1NaXMT2F68j7dybwePRFC0Nw8s4tZ6rgNuAf+I0uwUI1lpml7NeNtAu5Pe2FeQjLG/ElB4yD6j+hRGRpuvybv3weWOcwYg2LIt2capENaA1oEGIRKQh8foS8LbKJO2c31Kan0u+ncX+b14nodsp9Dz3Zp789CnGFHmZ16ILL3c5gz1xzbhpzQwKNiykxUV3sfv9B8umaDnSIEgSNfcBz+MMLnQNTm2oDygEEt08heWsVxCyHPfnw+UjLC8A1tq0igrm1pDWqBb00HlAFYCKSNPVKjGZ8zv14v0NS5mwei7Dup0Y7SJVmj69RUSaGG9sPLEprUg56TKOuv5fBEqL2TL2bEoXvMsD373L2dtXAPBe+xN58NiLOLB5GUnHn09yv0sBNEVLPWatXWatnW6tfRk4D+iHM5otQL77Hl/Oqgkhy4N5D5ePsLwRc+ggRBoFV0SatpHGmRN07vYN2D3bo1yaylMAWgMahEhEGgNvfLOywYl8gVLuWvUhl21xugl+kXEstyYcxeb37itrihvfoTelxeVVjkl9Yq31A1OBy4wxifzQfLa8AYTaAlkhv2dXkI+wvBET2gdUTXBFpKk7tW1XOpcNRjQnyqWpPH16i4g0ccl9h+CJjSv73Qv8fu0X3LjuSwBm+0v4XXxbtq78kqRjzyI+sw/5q77UiLgNQyLOoEEpOFOoFAMnhWYwxsThDCq0OCR5MdDDGBPerWSg+x6VanA1wRUR+UFwMCKAd9YuJL/YH+USVY4+vUVEmrjgCLmhQagHGJm9mL+17Yg3EMCmHMW1u/dReOGd7P30SQ1GVM8YY1qXk5YKDAc2W2tzrLX7gM+Aa8ICy2twxi+YHJL2Nk7f0RtDthcPXAd8Y62NSg2omuCKiBxqeNlgRAV8uGFptItTKRqESESkiQuOkNvp3vnkLZyCP2c9vowuJJpBnPfpk7BhGff3vJiN3liumD+dsSu+pFNxEXkLp5EyYDi58yZTuHER8Zl9Se47hJjUDE3TEnmTjDEFwLfANqAjTrDYAbgyJN/dbp6ZxpgX3eW3AR9baz8LZrLWzjHGTAYeduf8XIszrUsmcG3dH075Sg4ZBTcmWsUQEak3WiUmc0FmL6atX8obdi7DuvWLdpGOSDWgIiLijJCbmEL+qi8J+PM5uHwGW8aeTd6CKZy2aw3jVkylWUwM2wJwS5+rsMltKNy8mNz575A37x32f/0qO16/hQ13GPLtLDXPjbzXgSTgZuA54Hc4zWTPsta+FcxkrV0IDMYZ4fZx4JfACzg1peFGAU+470/i1IheaK39pu4Oo2LFgdAmuKoBFREBGNndaYY7L2djgxiMSDWgNaBpWESkMYlJzSD9wjFkjR9KoLioLN0TG8f5w/9GywXvc3NsS/bFJfHHE67kqRat6J+/n6Re59DysvvY++mT5C2YQtb4oXQeZ/G27BTFo2larLX/Bv5dybxfA6dVIl8BMMZ91QulpT8MQqQ+oCIijlPbHk2X1Fas37+TN+wc7j95SLSLVCF9eouICPBDU9zO4yytr36C1EHX0/Ky+2g/5hPy5r1Nx3kTeWLxBDIK9pMfG8dv9+YydeYr7Hr3HrY+ch7J/YeR3O/SsrlCRWpbcaCk7GcFoCIiDo/Hw4ju/QF4Z+0iCur5YET69K4BTcMiIo2N15eAr2Un0gffRMaoZ0g67jy2Pno+eQumANApfw9PLZtM17h4/IEA9/YcwsdtjiNQXMT2F68rm6pFc4VKXQidhkWDEImI/GB4t37EerzsK8rno43fRbs4FVIAKiIi5fLGxhHfsTedx64qqxFtdcXD9L3lHf65eyVmfzalHi+P9LiAtzqcRKC4iHw7i8TuZxDf6YRoF18aoeAouDEeLx4FoCIiZVolJnNup54AvLl6XpRLUzEFoCIiclihNaJHXf8CgdJitow9m9gF7/DY0kn03bMRgH8efRYvdDmDopz1xLboSHKf+t3/RBqm4DygGoBIROTHRrhzgv5v2zrW7dsZ5dIcngJQERGpNG98M3CbQSaV+Pn7snc4fcdqAN7sdDJjk9qSMvgPxDTPiGYxpZEqde89r/p/ioj8yBltu9G+WRpQv2tB9QkuIiKVltx3CJ7YuLLf4wIl3LNiGhdmO5Nfv1NYzB83rKSwtITi3J3kzn+XbS/dyJ7Pnsa/a5OmZ5EaKQmoBlRE5HBivF6u7H4SAJPXLMBfWnKENaJDAaiIiFRaTGoGHe6aRcqpV5NoBoHHQwwBbl/3BTcc5Uy78tGmFYx6ZxybJt1BUdYKUk8fRf7KmZojVGrshxpQBaAiIuW5ottJeD0edhbkMX3TymgXp1wKQEVEpFJK/QWU7M+hYO0cPDGxNOtzEZ3umUvbW96lyzjL/515Dbd3OBqA/xUW8asDftZN+3vZFC3NTvgZWeOHUrI/J8pHIg1VACcA1QBEIiLla5ecxpntuwP1txlubLQL0JAZY2aWk5wc6XKIiNS1Un8B+XYWWeOHEiguKkv3xMbRbvRUYlIzKNmfw88m3UygleHx7ueyKrUdo/tcxcNLJ8OL1znziS58j7xF00gffFMUj0YaquAsLAo/RUQOb0T3AXy+xTJz62q25u2lfXJatIt0CNWAiojIEZXsz/lR8AkQKC4qq9XMWzSNQHERP9u2jP9b8T6+0mI2NmvFzX1HsMnXrGyKlsKNiynO3ammuFJlP9SA6t8XEZHDOadjDzISUwgQYOL39a8WVJ/gNWCtPTP8BeRFu1wiIrUtGFyWJ1BcRN6iaZQWHihLG7RzNQ8te5eEkiK2JzTnlj5XsSxnM7FpbfG17sy2565Sf1CpsoBbBaoaUBGRw/N5YxjerR8Ak76fT4k7hVV9oQBURESOqHDjooqXb1pCfKc+JJpBpAy8kkQziH77NvHYkkmk+vPZG9eM38SmM78gn8TuZ3Bw5RdkjR9K8Z4sBaFSaW4LXDwKQUVEKnRV9/4AZB3Yx5dZ30e5NIdSACoiIkcUn9m34uUdTyC+Q2+Sep2DxxdPUq9z6HDn5/TvfgrjF79Jq8Jc8gIwOr0H73/+EgQCBIqLyJ09gcLNyxSESqWU1YAq/hQRqVDn1Jac1tYZGHCCnRvl0hxKAaiIiBxR+PyfoTyxcTQ7bjAb/tSNXe/ew/6vX2XXu/eUjX57XK+zmNTnJ3ROTKYwEGBMwlF82qYXAP6c9eyd/pRqQqVSVAMqIlJ5wVrQzzavJOdgbpRL8wMFoCIickQxqRm0Gz31R0GoJzaOdjdPYee79xDwFx6yLFBcxPYXr6PVsAdpsWUZj33+MN1yt1Pq8TK2x4W83b4fvowuFO/eTO7sCRSsm0vuoqn4d21SMCrlCg5CpHlARUSO7PxOvUiLT6I4UMrkNQuiXZwyCkBFROSIvL4EEs0gOo+ztL76CVIHXU/rq5+g8zhLaUkhefPeLne9QHERuXMmUvD916QXHeAfSyZy/N7NADzb7WyeT2jDwdVf4c9Zz76ZLxKTlM6GO3togCIpV6kGIRIRqbSEWB8/P9rpQvPm6nll3RiiTQGoiIhUiteXgK9lJ9IH38RR179A+uCb8LXsxIGF0ypcz79zA7EtOgKQXFLEuGVvc+qutQA8u3UtTx59NjGtO1O8ezP5dhYJXQeWTe0iEqrsXyfVgIqIVMqI7gMA2JC7i/9tWxfl0jgUgIqISI0ceYCiPrS6fCwtL7uP1NOvpd0lf+XFi37Phf79AExtfyL3eJuTt/pr/DnriU1rWza1i0goTcMiIlI1Jr0N/Vp3AmDC6voxJ6gCUBERqZEjDVCU3HcIMcktSDruPAIlfg4un8G2cYP547fPc2nWYgCm7czi3p5DKG3dmeK92YAztYvIoYIBqEJQEZHKCg5G9PHG79hTeDDKpYHYaBegITPGzCwnOTnS5RARiabgAEVZ44cSKC4qS/fExtFu9DRimmfg9SUQ37E3LS+9l9zZE/C17oovowtju59Biy/f4KW4FnzT6hhuLk7gr2tmkwjEdziO3HnvULwv2wliU53tSNMV7L6kFrgiIpU3pMsJ3Dv3A/L8hby7dhE39DwtquVRDaiIiNRIRQMUJZozyoJGry+B2PR2h9SEbh13DiP/9xK/XT8LgNn7d3H78cPJTUghPrMvgRI/+StnsuEOw8HvpuPfvUWDEzVhGgVXRKTqknxxXNK1D+DMCRrtwYhUA1oD1tozw9OMMXuB5hEvjIhIFHl9CXjdAYqOlC++Y29aDXuAvIXT8LU5Gl+rztxqBpH++Sv8Pb41K1PbMWbQaMZPf4bExdNoP+YT8ha+R/Yzl9N+zKcUZa0g0QxSbWgT9MMouApARUSq4qru/XndzsHu3c7CHZvpl9EpamVRDaiIiERU2Wi6P72JjFHPknLySPLtLC7zeRiXkoDP42F1YQE3etPIjkkg384isfsZBIqLyLdfsuejRzRCbhMV/M5eAaiISNUc37I9vVq0BeDN1XOjWhYFoCIiEjXe2Dh2v/8gB5fPIODP54w1s7h/6dvEl/jJSkzn5r4jWJ2zidg056Hpz1lPTEprjZDbRAWb4KoFrohI1Xg8nrIpWaatX0qevzBqZVEAKiIiURWf2Yd8O4vcOZPIt7MYuHsd45ZNpllxITvjU/hVbAuW5+0DwJfRheK92Roht4n6oduSIlARkaq6pGsfEmJ8HCwu4r11i6NWDgWgIiISVeVN43L8vq08tmQizf0H2ROA36d1Z1mLziR2P4P81V8R3+mEKJVWoqmsBjTK5RARaYiaxydyUefeALwZxTlBFYCKiEhUBadxCQ9CTcFe3jAnklFazIHYeP50/OV89PlLeGJ8JJmfULBhIbmLpuLftUkj4zYVbg2oRsEVEameEcZphrtk5xZW7M6KShkUgIqISFSVO43LiMfpdO88Mgv380qLVDITkigMBLgtvg0LL/8Hu967j80PnEagMJ8dE8dwYOnHCkabgNKyPqAKQEVEqqN/RibdmrcG4A0bnVpQBaAiIhJ1ZSPjDr6Jo65/gfRzb8Z31DGknDKCLh168fyBzRwT46XEG8PtWzYwcetaAsVFbH/xOtIG/55t/xxJTFI6G+7sQb6dpSC0kQoE1ARXRKQmPB4PV3XvD8CUdYvIL/ZHvAwKQEVEpF7yxsYTm9IKPB5a+g/wdNZceu7PIuDx8A9zHpM69HenZplFQteBZe9Z44dSvCdLQWgjpGlYRERqbli3E/F5Y9hfVMCHG5ZFfP8KQEVEpF47sORDcudMwrfqCx5Z8hYn7tkIwPNHn8lLnU+nKGc9sWlt8bvvgeIicmdPoHDzMgWhjUxZDajiTxGRamuZkMx5nXoC0ZkTVAGoiIjUa/GZfct+Tiz189Cydzht5/cAvJF5Co8mtaNob3bZFC3gzBe6d/pT+LevVb/QRuSHUXAVgYqI1ERwTtA52zewdt+OiO5bAaiIiNRr4dO0xAVKuHf5VM7d9h0Akwr93Ottju+Y08hf/RXgzhe6ezN5C6ew/aUb1C+0kShrgqsqUBGRGjm93dF0TE4HYEKEp2RRACoiIvVaedO0xBDgjrUzGJneCoDpGT34zdfvUIQXT2xc2Xyh/pz1xKS0Jmv8UEr250TrEKSWaBAiEZHa4fV4ufKYkwB4e80CikqKI7bv2IjtqREyxswsJzk50uUQEWnMQqdpyVs4jcLNS4hr24OknmdxV9Yq0pql8cyWNcyKTSb3+OH8a+CF7J3+FAQC+DK6cHD5DKdf6NzJpJ56Nd6k5nh9CdE+LKmGgKZhERGpNZcfcxKPLf6MXQUH+HTzSi7q3Dsi+1UNqIiI1Htl07T81JmmpcUFtxHX/jiSepzJr/K3Mbo0D4BFaR25bsU8spZ8fEhNKEDR1hXsmDhGzXEbMLcCVDWgIiK1oG2z5pzdwQDwpo3cYEQKQGvAWntm+AvIi3a5RESaAm9sHDHJLUg67jxGFu/nz/vW4QkE+C4mgT/2uQrvtf8qqwmFH/qFqjluw6VBiEREaldwMKJZWWvYnLs7IvtUACoiIg2W15dAfMfetBr2ACN6ns5DgVxigXXNWjHSLmLNdzMADqkNDRQXkbdoWnQLLtUSrAH1qgmuiEitOLuDoU1iCgECTPx+fkT2qQBUREQatGDz3OZn/5rh5/6Gh/d9T3yJny3eOG7uO4LNKW1oc+PLh9SGFm5aEuVSS3WUqg+oiEitivXGcLk7GNGk7+dTXFpS5/tUACoiIo2CNzaeuKO6c+k1j/PP1q1oFihlZ3wKtw64kYULppG3YEpZ3vgOvSktLoxiaaU6gqPgiohI7bmyuxOAbju4ny+3fl/n+1MAKiIijUawNvSsM6/nueJdNC/1s7u4iF/HZbA8tR3gNMeNz+xD/qovNRhRA1M2D6j6gIqI1JrMlJac3rYbABNW1/1gRJqGRUREGh1vUnMGnnoF45+/jtt7Xcqu+GTGHD+cB1Z+wIXD72fvp09yYMmHdLp3Pt7EFGJSMxr01CzGmP7AtcBZQCawC/gW+Iu1dk1IvpnAT8rZxCRr7ZVh24wH7geuAdKBJcDd1toZdXAIlRRsghu9EoiINEYjuvfn6+w1fLZ5FdsP7qdNUmqd7Us1oCIi0ugE5w4ddMenvNYmg3aBEgpi4rir9zA+XvgReQumOIMRLZzC9pduaAxTs9wBXAZ8BtwC/As4E1hkjDk2LO8mnKAy9PV0Odt8BbgVeN3dZinwsTHmlNovfuX8MA2LIlARkdp0XmYv0uOTKAmUMnnNgjrdl2pARUSkUfL6EtjzyeO0yFnLv9I68PvYFmyMTWRMwlH8uXUPztmxCn/OemJSWpM1fiidx1m8LTtFu9jV9Q9ghLW2KJhgjJkELMMJTq8NybvHWvt6RRszxgwArgRutdaOd9NeA74DxgGDarPwlRWchkWj4IqI1K74mFiGdTuRF5Z/zZur5/G73j/B66mbukrVgIqISKMVn9mHfDuLpDkT+Mfcf9MtdzulHi8PHXsRHx3V25kbdG92g5+axVr7bWjw6aZ9DywHwmtAMcbEGmOSK9jkMMAPvBiyvQLgJeB0Y0zbWil4FZUGgvOAiohIbQvOCboxdzffZq+rs/0oABURkUYrue8QPLFxAKT7D/KPJZPouW8rAY+Hp7udQ2y308hf/RXQ+KZmMcZ4gDbAzrBFxwIHgFxjTJYx5i5jTPj/A32BVdbavLD0uTjxX59y9re3ohfQvKbH5PPGABAXowZcIiK17Zi0DPpnZALU6Wi4CkBFRKTRiknNoN3oqWVBaHJJIY8sncwl2Uu4oU1HDsx4pqxjYXynE6JZ1LowEmgPvBWSthZ4EKd57bXAUvf3Z8PWbQtkl7PNYFq72ixoZV3StQ8Xde7N73qXN46SiIjU1AMnD+W8Tj0Z2vX4OtuHvkIUEZFGKzgYUedxlrwF71G4aQktM7rwsBnE3k+fLJsb1BMbR3KfIVEube0xxvQAngG+Bv4TTLfW3hCW9VVjzFvAr4wxj1trrZueCJQ3UWpByPJDWGvTjlCmvdSwFrR9chr/PGtkTTYhIiIV6NWyHS+dM6pO96EAVEREGjWvLwFvy040P/vXFGVbdr55G7um3FtW8+mJjaPd6GnENM+IbkFriTHmKOBDYA8w3FpbeoRVHgOG40zhEgxA84H4cvImhCwXERGpMgWgIiLSJHhj44k7qjttbniJvEXTKNy0hPhOJ5Dcd0iDnwc0yBjTHPgYp6bxNGvttkqsttl9bxGSlo3TDDdcMC2r2oUUEZEmTQGoiIg0GcHa0PTBN0W7KLXOGJMAvA90B84JaU57JF3d9x0haYuBW4wxyWEDEQ103xvXiE0iIhIxGoRIRESkgTPGxACTgFNwmt3OLidPqjEmvpz17gJKgc9CFr0N+IAbQ/LGA9cB31hrVQMqIiLVohpQERGRhu8xYAhODWgLY8zVIcvyrLXvAScCE4wxbwJrgGTgcuAkYJy1dn1wBWvtHGPMZOBhd87PtcAvgEyc0XNFRESqRQGoiIhIw9fHfb/YfYXaCLznvn8D/BxnftBS4DvgWmvtq+VscxTwN/c9HWfKlguttd/UctlFRKQJUQAqIiLSwFlrz6xEnvU4o91WdpsFwBj3JSIiUivUB1REREREREQiQgGoiIiIiIiIRIQCUBEREREREYkIBaAiIiIiIiISERqEqPal5ubmctJJJ0W7HCIiUodyc3MBUqNdjgZEz0cRkSaiomekAtDaVwp4c3Nz90d4v83d930R3m9jpHNZu3Q+a4/OZe2pjXOZivOZL5VTW89H/R3UH7oW9YuuR/3S1K/HYZ+RnkAgEOGySF0wxuwFsNamRbckDZ/OZe3S+aw9Ope1R+ey4dK1qz90LeoXXY/6Rdfj8NQHVERERERERCJCAaiIiIiIiIhEhAJQERERERERiQgFoCIiIiIiIhIRCkBFREREREQkIhSAioiIiIiISEQoABUREREREZGI0DygIiIiIiIiEhGqARUREREREZGIUAAqIiIiIiIiEaEAVERERERERCJCAaiIiIiIiIhEhAJQERERERERiYjYaBegsTPGxAP3A9cA6cAS4G5r7YxKrNseeBw4F+fLgs+BW62168vJewNwO9AF2AQ8Ya19JizPZcAVwACgjZvvfeABa+2+6mwz0hrq+TTGHG646d9aa/95pLLXhXp2LkcCNwA93bJkA18A91prN1Znm5HUUM+l7suq3UPGmI+AC9y8o2tjm1I5NbkvpHKMMf2Ba4GzgExgF/At8Bdr7ZqwvKcCDwMnAvuBScCfrbUHw/LputUSY8yfgHHAEmttn7Bluh4R4v6d3AucCviAtcDj1tpXQvIMcfP0BHKAl4AHrbXFYdtKw7lulwJJwBzgj9baxXV7FNGnGtC69wpwK/A6cAtQCnxsjDmlopWMMck4/zSeATwI3IPzwTLTGJMelvfXwIvAMuAPwGzgaWPMbWGb/RdwLPAf4GbgE/f9G2NMQjW3GWmv0ADPp+sTnA/90Fc0P/Rfof6cyxOArcCjwG+BV4HzgXnGmKOquc1IeoUGeC5dui8rcQ8ZY34GDKpgeX28LxuTV6jGfSFVcgdwGfAZzjn+F3AmsMgYc2wwkzGmD85nRALwR5z7/tc4QU+4V9B1qzH3s/svwIFylvVB1yMijDEXAN/gBJ5/BW7D+XvpGJbnPWA3zrPgPeD/cL4cDd2WF/gQuBJ4CvgTTmXGTGPM0XV7JNGneUDrkDFmAM63Gbdaa8e7aQnAd0CWtbaif2b+BIwF+llrF7lpPdx1H7LW/p+blghsBr621l4Ssv7rwBCgY7A2zhhzprV2Zth+RuH8g3pd8Nubqmwzkhrq+XTTAxym1iQa6tu5PMx+TgQWAGOstY/WxjbrQkM9l2667ssf1j/suTTGxLnbeR24j7BzVh/vy8akJveFVJ5bizbfWlsUknYMzpcqE62117ppHwHHAz2stXlu2o3AC8A51trP3TRdt1pijHkF6IRTcZQWWgOq6xEZxpjmwGqcv4VbKsi3HCgABlhrS9y0B4A/41yj7920y3G+JLjUWvuem9ba3cf71tpRdXg4Uaca0Lo1DPDjfBsFgLW2AKcq/nRjTNsjrDs7+I+Uu+4qnG+5Lg/JdxbQEng2bP1ngBSc5mLB9WeWs58p7vuxIWmV3maENdTzWcYYk3iY2tFIq1fn8jCCzUXTanGbdaGhnssyui+Bis/lLUAiTq1yeerjfdmY1OS+kEqy1n4bGny6ad8Dy3GfacaYVOCnwGvBYMf1GpDHoX9rum61wA0cr8ap3QxfpusROSNwnqHBLzNTjDGe0AzGmJ44zW6fDwafrmdxYq6fh6QNA7KAqcEEa+0O4C3gEmOMrw6Ood5QAFq3+gKrwj4UAOYCHqBPeSu51fLHA/PLWTwX6G6MSQrZB+XkXYDTtKIvFQs2ydsZVu6abLOuNNTzGXQjTvOZfGPMUmPMpUfYVl2ql+fSGNPCGJNhjDkJeNlNDm0OWh/vzYZ6LoN0XzrKPZdu07e/AneF96cKK3eltylVVq37QmrO/Qe7DT8803rjjB9yyL3uBq6LOfRe13WrIff8PwW8eph+gboekTMYWAVcaIzZjNPXdrcxZqwxJsbNU+6zwFqbBWzhx9djgbU2vCnqXJwvLrvVcvnrFQWgdastzgAg4YJp7Q6zXgsgvoJ1Pe62g/sotNbuDs3kfvjsqmAfQXcAJcC7YeWuyTbrSkM9n+AM5HAXMBT4vVued40xVx1he3Wlvp7L1cB2YB5OB/+brLVfhJW7vt2bDfVcgu7LMhWcy78DFqf5bUXlrm/3ZWNS3ftCam4k0B6nVgZ++Ds63PUIvRa6bjU3CqdG7S+HWa7rETndcPp6vuK+fo7T6u0O4DE3j65HJWkU3LqVCBSWk14Qsvxw61HJdROBonLyBfMebh8YY0bgjJb5d2vt2rD9V2ubdayhnk+staeF5X0Vp9/Fw8aYieV8A1bX6uu5vAxoBvTAaXKUUs7+69u92VDPpe7L8vOW7cNt+jYK+MkRzkV9vC8bk+reF1IDbh/qZ4CvcQbbgyP/rYVeC123GjDGpOD0ax9rrS0vUAFdj0hKxhk5+E5r7Tg37V3jDID3O7ef55GuR1LI7036eqgGtG7l43wrHy4hZPnh1qOS6x5uH8G85e7DGHMGTrv/D3Gal4Xvv8rbjICGej5/xFp7APgn0AEwR8pfB+rlubTWzrLWfmytfRynf8RfjTE3VaLch91mBDTUc/kjui9/OJdu07cngHestV9XUOZKb1Oqrbr3hVST2/T8Q2APMNxaW+ouOtLfWui10HWrmb/gfLH1jwry6HpETvD8vBmW/gbOqLgD0PWoNAWgdSubH6rjQwXTsg6z3m6cb0UOt26AH6ros4E4Y0yL0EzuqI0ty9uHMeYEYBqwFLgirKN0tbYZIQ31fB7OZve9RYW56ka9PJehrDN34wKcJmCh5a5v92ZDPZeHo/vScSnOPxTPGWM6B1/uslT398QqblOqp7r3hVSDO9rnx0Bz4Dxr7baQxcG/o8Ndj6ywvLpu1eAOCDQapwa6TcjnTwLOZ01n40wvpesROcFzvT0sPfi7rkcVKACtW4uBHm71fKiB7vuS8lZyv2lcBpxUzuKBwPchg2Esdt/D856Ec30XhyYaZ26h/+JMjPszt8ajvHJXepsRtJiGeT4Pp6v7vqMK69SWxdSzc3kYiTj/BIWWu6bbrG2LaZjn8nB0XzqCUx58DqwPeQFc5/78kypuU6pnMdW4L6Tq3NGw3we6AxdZa21Ylu+AYsLudffLlj4ceq8vRtetutoAccA4Dv38GYgzIvF6nL6Huh6Rs8B9bx+W3sF938FhngXGmHZuvsUhyYuBfuEj6eJcjzxgTY1KW88pAK1bb+NUy98YTDDGxOP88/KNOyoWxphObl+L8HVPNsb0DVnXAGcDk0PyfY7z7f/vwtb/Lc4N/HHI+kcBn+KMynietba8kVqrtM0Ia5Dn0xjTqpy0lu4+1gfnhIqw+nYuW4cX0BjTD+cBuiAkuT7emw3yXOq+POK5fB+nFjT8BfCB+/PCKm5TqqdS94XUjDuS5yTgFJxmt7PD81hnPtvPgGvCAplrcPrIhf6t6bpV33rK//xZDmxwf35N1yOigufyhmCCGzwGR5Kfba1djjNS7q9CRsYF51lQCrwTkvY2zkBDQ0O21woYDky11vrr4iDqC08gEOkxJpoWY8xbwCXA48Ba4BdAf+Asa+03bp6ZOINceELWSwEW4Qwi8hjON1x/xB0q21q7KyTv73CaaUzGCYjOwBk44w5r7cMh+RYDJwAP49QWhFprrf1fVbcZaQ3xfBpj7sX5gPkA2ITz7dmvgAzgEmvtBzU6KdVUz87lQZxRFpfh/MPeC7gep//Lydba1VXdZiQ1xHOp+7J695AxJgA8Ya0dHZZe7+7LxqQy94XUjDFmPM6ct+/zw6i3QXnW2vfcfCfijKD9Hc6ckh2A24AvrLUXhm1T160WuZ99adbaPiFpuh4RYpyB+q7BGfNjIfAz9/Una+0jbp6LcLplfY7zhc5xwE04c4P+LmRbMTgDfPXCmWN6J86XmB2BftbaRl0DqlFw694o4G/uezpOP8ELj/SHbq3NNcacifMh8Vec2uovgNGh/0i5eZ81xvhxPnCG4vThusVa+2TYZk9w3/9Uzi5fBcoC0CpsM9Ia4vn8FjgN+CVOv7o8d9lDUf7Ar0/n8hmcObYuwRklLhvnH6C/uf0Xq7PNSGqI51L3ZS3eQ/X0vmxMqnVfSJX0cd8vdl+hNgLvAVhrFxpjBuM0D30cZz7EF4A/l7NNXbc6pusRUb/E+cL2F+5rHfAba+3zwQzW2g+MMZcB9+DM4boDeADnvBOSr8QYcyHwCHAzTjeZucCoxh58gmpARUREREREJELUB1REREREREQiQgGoiIiIiIiIRIQCUBEREREREYkIBaAiIiIiIiISEQpARUREREREJCIUgIqIiIiIiEhEKAAVERERERGRiFAAKiIiIiIiIhERG+0CiIiIiIhIdBhjngUuBpoDucBk4E/W2qKoFkwaLdWAijRSxpjLjTFfG2PyjDEbol2e6mosxyEiIlJPPQ30sNamAie4r7uiWyRpzFQDKtJ47cF5qLQBbo1yWWqisRyHiIg0QMaYa4GXgbOstTOjW5raZ61dEfKrBygFjolScaQJUAAq0khZa6cDGGMuiXJRaqSxHIeIiNRPxpingUuBDtbaQLTLEw3GmDuBvwDNgF3AndEtkTRmCkBFpEKVeTAbY84EvgDGWGsfDVv2E2AacBA4z1q7tG5LLCIiUjnGGA9wCTC1sQWfxpiJwBUVZCmr0bXWjgXGGmOOBUYC2XVfQmmqFICKyGHV9MFsjLkIZzCDbcBga+1aN73SD0UREZE61B9oD7wX5XLUhV8CN1WwfF94grV2pTFmCfAf4Ky6Kpg0bQpARaQi1X4wG2NGAK8CFjjXWpsVsrjKD0UREZFwxpjWwCPARUA6sB14Hri/kl+cXgrsxWnFU9V93w08gDNOwS3W2lI3vTPwGPBTN+sXwGj3fYO19swjbPdanD6ng4HTgBuADGCpu5/ZbuuiB4G+wH7gWWvt30K3Y63NxRnVtqp8QPdqrCdSKQpARaQi1XowG2N+CzwDzAMusNbuDl1eg4eiiIgIAMaY44DPcJ5TjwMFOF9w3ovTj/HpSmzmUuAja62/CvuNcbf9G+DPbvPV4LKWwFc4A+f9E1gJnIHzHG1W2X24xgIxwBNAHHAb8KkxZhTwEvAv4A3gcuB+Y8x6a+3rVdmBMaY5zjl4D+fL3944fUE/qWJZRSpNAahII+U+IH3uy2OMSQAC1trCKmymOg/mPwMPAZ8DQ621eVXYX3nbq43jEBGRRsR9FkzFaWVzgbX2oJs+AdiEU2tYYQDq9nc0OAFXZfebCEwAfgb8wlr7WliWO4AOwNXW2jfctOeMMQ8DYyq7H1cMcHJwPk5jzAqcY54MnGKtne+mvwRsBH4PVCkABQLA1cA/cILcHOBd4J4qbkek0hSAijRe1+A04QnKx3lAda7MytV5MAO/BbrifJN6ZS0FiTU6DhERaZT+gPMc+Gkw+ASw1mYbY5bjBIFHcglOrel/K7nPFsB0nHkyL7bWlldLeDHOAD5vhqU/StUD0OeCwafrK/d9TjD4BLDWFhlj5uI0160Sa+1+nKa+IhGjAFSkkbLWvgK8UoNNXELVHswAbd33tbVVQ1kLxyEiIo3PcOB/1tp15SxLAnaXkx7uUuCzKrTUeQVIBgZZa78+TJ4uwNxgf9Aga22OMWZvJfcTdMixWWv3GGMA1peTdw/QsorbF4kKb7QLICL1VlUfzOD0V/kcuM0Y81jdFEtERJoyY0w6cBIwv5xlLXCCwK/Cl4Xl6+Bu470q7HoSUAr81W2KW9dKqpgu0iAoABWRH6nmgxmcuT4vAmYAfzTGPF7LRRMREekLeIDyviAdgdPCb+IRtnEJTv/HaVXY7xs4/SXPBj4wxiSVk2cD0M0Yc8j/2MaYDCCtCvsSabTUBFekETLGVGrOTmut5zCLLqHqD+bgNvONMRe76442xnistaOruh0REZHD6Ou+n2OM+WtwuhXjtE99AOdL0M+PsI1Lga+ttTuqsmNr7URjTDHOQEQfG2N+FtZS6H3gduAqnIA16Paq7EekMVMAKtIIVRBYVla1Hswh+883xgzBGa3vFjcIvaWGZRIREQE4EWe01kxgmjHmY5wB8H6N0/fzmvA+mKHcZrqDgD9VZ+fW2reNMX7gLeATY8wF7mA+AONwamFfNsYMAFbhTMNyKrAT58tdkSZNTXBFGiFjzHBjTJ77OmiMCYT8nmeM+U0F6wYfzO/VpAzW2nxgCPApcLMx5qmabE9ERMTVF1gEDAVaA4/hNI19A+hvrc0+wvoX4VTCTKluAay1U4HLgH44c3M2d9N3AqcDHwDX4wSkzYCzcJoN51d3nyKNhScQ0BcxIo2ZMeYS4GVrbXol848CXgW6WGs3VHKdM3Em2R5jrX00bFkCTjB7HvAscFOwuZSIiEhVuP0uc4HHrLXVqsE0xkzBecb1qc2yHWGfLXFqQJ+31h72S2CRpkBNcEUavxNxvimurEuBJZUNPgGstTNxvtktb1kBcH4V9i8iInI4J+C04FtWg238D3ihdorzY8aYRLcVUKg73ffpdbVfkYZCAahI43cisLAK+ev0wSwiIlIDwQGIllZ3A9bah2upLIfzkTFmI86z1wucg9Ps91tq2L1FpDFQACrS+J3IoSPxVSgCD2YREZHq6gsUAyujXZAKfACMwmlRlAhswemnep+1VnN4SpOnPqAijZgxpi2QBfSw1tpol0dEREREmjaNgivSuJ2IM1H36mgXREREREREAahI43YisFijzoqIiIhIfaAAVKRxq+oARCIiIiIidUZ9QEVERERERCQiVAMqIiIiIiIiEaEAVERERERERCJCAaiIiIiIiIhEhAJQERERERERiQgFoCIiIiIiIhIRCkBFREREREQkIhSAioiIiIiISEQoABUREREREZGI+H9BmN3jxsENZAAAAABJRU5ErkJggg==\n", + "image/png": 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", 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" ] @@ -412,7 +412,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -426,7 +426,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/examples/pcsaft/parameter_adjustment/adjust_viscosity_correlation.ipynb b/examples/pcsaft/parameter_adjustment/adjust_viscosity_correlation.ipynb index c7374a26e..d61159e0e 100644 --- a/examples/pcsaft/parameter_adjustment/adjust_viscosity_correlation.ipynb +++ b/examples/pcsaft/parameter_adjustment/adjust_viscosity_correlation.ipynb @@ -33,8 +33,8 @@ "from scipy.optimize import least_squares\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", + "from si_units import BAR, KELVIN, KILOGRAM, METER, MILLI, PASCAL, SECOND, RGAS\n", "\n", - "from feos.si import BAR, KELVIN, KILOGRAM, METER, MILLI, PASCAL, SECOND, RGAS\n", "from feos.eos import EquationOfState, State, Contributions\n", "from feos.pcsaft import Identifier, PcSaftParameters, PcSaftRecord, PureRecord\n", "from feos.eos.estimator import Estimator, Loss, DataSet, Phase\n", @@ -202,11 +202,11 @@ " 2 3 1.6840e-05 4.38e-04 1.75e+00 2.57e-04 \n", " 3 4 1.6086e-07 1.67e-05 1.21e+00 1.39e-05 \n", " 4 5 8.4360e-08 7.65e-08 2.34e-01 7.53e-08 \n", - " 5 6 8.4357e-08 3.66e-12 4.59e-03 2.38e-11 \n", + " 5 6 8.4357e-08 3.66e-12 4.59e-03 2.37e-11 \n", "`gtol` termination condition is satisfied.\n", - "Function evaluations 6, initial cost 4.7163e-03, final cost 8.4357e-08, first-order optimality 2.38e-11.\n", - "CPU times: user 227 ms, sys: 12.2 ms, total: 239 ms\n", - "Wall time: 75.9 ms\n" + "Function evaluations 6, initial cost 4.7163e-03, final cost 8.4357e-08, first-order optimality 2.37e-11.\n", + "CPU times: user 59.3 ms, sys: 6.51 ms, total: 65.8 ms\n", + "Wall time: 64.5 ms\n" ] } ], @@ -239,7 +239,7 @@ "output_type": "stream", "text": [ "Adjusted correlation parameters\n", - "c = [-1.20010418 -2.15742129 0.24509735 0.21828781]\n", + "c = [-1.20010418 -2.15742133 0.24509729 0.21828778]\n", "MARD = 0.2038 %\n" ] } @@ -293,7 +293,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -341,7 +341,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -355,7 +355,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/examples/pcsaft/pore_geometry.ipynb b/examples/pcsaft/pore_geometry.ipynb index 17c91090c..86a9bbe5f 100644 --- a/examples/pcsaft/pore_geometry.ipynb +++ b/examples/pcsaft/pore_geometry.ipynb @@ -6,10 +6,10 @@ "metadata": {}, "outputs": [], "source": [ - "from feos.si import *\n", "from feos.dft import *\n", "from feos.pcsaft import PcSaftParameters\n", "\n", + "import si_units as si\n", "import matplotlib.pyplot as plt\n", "import numpy as np" ] @@ -22,8 +22,8 @@ "source": [ "params = PcSaftParameters.from_json([\"methanol\"], \"../../parameters/pcsaft/rehner2020.json\")\n", "func = HelmholtzEnergyFunctional.pcsaft(params)\n", - "T = 350*KELVIN\n", - "state = State(func, T, pressure=BAR)\n", + "T = 350*si.KELVIN\n", + "state = State(func, T, pressure=si.BAR)\n", "potential = ExternalPotential.LJ93(3.0, 100.0, 0.08)\n", "#potential = ExternalPotential.Steele(3.0, 100.0, 0.08)" ] @@ -35,7 +35,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "
" ] @@ -50,15 +50,15 @@ "f, ax = plt.subplots(1,2,figsize=(15,5))\n", "\n", "pore_sizes = [5,10,20]\n", - "slit_pore = Pore1D(Geometry.Cartesian, 100*ANGSTROM, potential, 4096).initialize(state)\n", - "cylindrical_pores = [Pore1D(Geometry.Cylindrical, r*ANGSTROM, potential).initialize(state) for r in pore_sizes]\n", - "spherical_pores = [Pore1D(Geometry.Spherical, r*ANGSTROM, potential).initialize(state) for r in pore_sizes]\n", + "slit_pore = Pore1D(Geometry.Cartesian, 100*si.ANGSTROM, potential, 4096).initialize(state)\n", + "cylindrical_pores = [Pore1D(Geometry.Cylindrical, r*si.ANGSTROM, potential).initialize(state) for r in pore_sizes]\n", + "spherical_pores = [Pore1D(Geometry.Spherical, r*si.ANGSTROM, potential).initialize(state) for r in pore_sizes]\n", "\n", "for cpore, spore, size in zip(cylindrical_pores, spherical_pores, pore_sizes):\n", - " ax[0].plot(cpore.r/ANGSTROM - size, cpore.external_potential.T, label=f'${size}$')\n", - " ax[1].plot(spore.r/ANGSTROM - size, spore.external_potential.T, label=f'${size}$')\n", + " ax[0].plot(cpore.r/si.ANGSTROM - size, cpore.external_potential.T, label=f'${size}$')\n", + " ax[1].plot(spore.r/si.ANGSTROM - size, spore.external_potential.T, label=f'${size}$')\n", "for a in ax:\n", - " a.plot(slit_pore.z/ANGSTROM-50, slit_pore.external_potential.T, label='$\\infty$')\n", + " a.plot(slit_pore.z/si.ANGSTROM-50, slit_pore.external_potential.T, label='$\\infty$')\n", " a.axis([-6,0,-20,55])\n", " a.legend()" ] @@ -69,14 +69,14 @@ "metadata": {}, "outputs": [], "source": [ - "pmin = 0.2*BAR\n", - "pmax = 2.5*BAR\n", - "cyl10 = Adsorption1D.equilibrium_isotherm(func, T, SIArray1.linspace(pmin, pmax, 151), Pore1D(Geometry.Cylindrical, 10*ANGSTROM, potential))\n", - "cyl20 = Adsorption1D.equilibrium_isotherm(func, T, SIArray1.linspace(pmin, pmax, 151), Pore1D(Geometry.Cylindrical, 20*ANGSTROM, potential))\n", - "sph10 = Adsorption1D.equilibrium_isotherm(func, T, SIArray1.linspace(pmin, pmax, 151), Pore1D(Geometry.Spherical, 10*ANGSTROM, potential))\n", - "sph20 = Adsorption1D.equilibrium_isotherm(func, T, SIArray1.linspace(pmin, pmax, 151), Pore1D(Geometry.Spherical, 20*ANGSTROM, potential))\n", - "car10 = Adsorption1D.equilibrium_isotherm(func, T, SIArray1.linspace(pmin, pmax, 151), Pore1D(Geometry.Cartesian, 20*ANGSTROM, potential))\n", - "car20 = Adsorption1D.equilibrium_isotherm(func, T, SIArray1.linspace(pmin, pmax, 151), Pore1D(Geometry.Cartesian, 40*ANGSTROM, potential))" + "pmin = 0.2*si.BAR\n", + "pmax = 2.5*si.BAR\n", + "cyl10 = Adsorption1D.equilibrium_isotherm(func, T, si.linspace(pmin, pmax, 151), Pore1D(Geometry.Cylindrical, 10*si.ANGSTROM, potential))\n", + "cyl20 = Adsorption1D.equilibrium_isotherm(func, T, si.linspace(pmin, pmax, 151), Pore1D(Geometry.Cylindrical, 20*si.ANGSTROM, potential))\n", + "#sph10 = Adsorption1D.equilibrium_isotherm(func, T, si.linspace(pmin, pmax, 151), Pore1D(Geometry.Spherical, 10*si.ANGSTROM, potential))\n", + "sph20 = Adsorption1D.equilibrium_isotherm(func, T, si.linspace(pmin, pmax, 151), Pore1D(Geometry.Spherical, 20*si.ANGSTROM, potential))\n", + "car10 = Adsorption1D.equilibrium_isotherm(func, T, si.linspace(pmin, pmax, 151), Pore1D(Geometry.Cartesian, 20*si.ANGSTROM, potential))\n", + "car20 = Adsorption1D.equilibrium_isotherm(func, T, si.linspace(pmin, pmax, 151), Pore1D(Geometry.Cartesian, 40*si.ANGSTROM, potential))" ] }, { @@ -87,7 +87,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 5, @@ -96,7 +96,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "
" ] @@ -108,12 +108,12 @@ } ], "source": [ - "plt.plot(cyl10.pressure/BAR, cyl10.total_adsorption/(np.pi*100*ANGSTROM**2)/(KILO*MOL/METER**3), 'r', label='cyl10')\n", - "plt.plot(cyl20.pressure/BAR, cyl20.total_adsorption/(np.pi*400*ANGSTROM**2)/(KILO*MOL/METER**3), 'r--', label='cyl20')\n", - "plt.plot(sph10.pressure/BAR, sph10.total_adsorption/(4/3*np.pi*1000*ANGSTROM**3)/(KILO*MOL/METER**3), 'b', label='sph10')\n", - "plt.plot(sph20.pressure/BAR, sph20.total_adsorption/(4/3*np.pi*8000*ANGSTROM**3)/(KILO*MOL/METER**3), 'b--', label='sph20')\n", - "plt.plot(car10.pressure/BAR, car10.total_adsorption/(10*ANGSTROM)/(KILO*MOL/METER**3), 'g', label='car10')\n", - "plt.plot(car20.pressure/BAR, car20.total_adsorption/(20*ANGSTROM)/(KILO*MOL/METER**3), 'g--', label='car20')\n", + "plt.plot(cyl10.pressure/si.BAR, cyl10.total_adsorption/(np.pi*100*si.ANGSTROM**3)/(si.KILO*si.MOL/si.METER**3), 'r', label='cyl10')\n", + "plt.plot(cyl20.pressure/si.BAR, cyl20.total_adsorption/(np.pi*400*si.ANGSTROM**3)/(si.KILO*si.MOL/si.METER**3), 'r--', label='cyl20')\n", + "#plt.plot(sph10.pressure/si.BAR, sph10.total_adsorption/(4/3*np.pi*1000*si.ANGSTROM**3)/(si.KILO*si.MOL/si.METER**3), 'b', label='sph10')\n", + "plt.plot(sph20.pressure/si.BAR, sph20.total_adsorption/(4/3*np.pi*8000*si.ANGSTROM**3)/(si.KILO*si.MOL/si.METER**3), 'b--', label='sph20')\n", + "plt.plot(car10.pressure/si.BAR, car10.total_adsorption/(10*si.ANGSTROM**3)/(si.KILO*si.MOL/si.METER**3), 'g', label='car10')\n", + "plt.plot(car20.pressure/si.BAR, car20.total_adsorption/(20*si.ANGSTROM**3)/(si.KILO*si.MOL/si.METER**3), 'g--', label='car20')\n", "plt.legend()" ] }, @@ -124,7 +124,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "
" ] @@ -138,12 +138,12 @@ "source": [ "f, ax = plt.subplots(1,2,figsize=(15,5))\n", "\n", - "ax[0].plot(cyl10.profiles[-1].r/ANGSTROM, (cyl10.profiles[-1].density/(KILO*MOL/METER**3)).T, label='cyl10')\n", - "ax[1].plot(cyl20.profiles[-1].r/ANGSTROM, (cyl20.profiles[-1].density/(KILO*MOL/METER**3)).T, label='cyl20')\n", - "ax[0].plot(sph10.profiles[-1].r/ANGSTROM, (sph10.profiles[-1].density/(KILO*MOL/METER**3)).T, label='sph10')\n", - "ax[1].plot(sph20.profiles[-1].r/ANGSTROM, (sph20.profiles[-1].density/(KILO*MOL/METER**3)).T, label='sph20')\n", - "ax[0].plot(car10.profiles[-1].r/ANGSTROM, (car10.profiles[-1].density/(KILO*MOL/METER**3)).T, label='car10')\n", - "ax[1].plot(car20.profiles[-1].r/ANGSTROM, (car20.profiles[-1].density/(KILO*MOL/METER**3)).T, label='car20')\n", + "ax[0].plot(cyl10.profiles[-1].r/si.ANGSTROM, (cyl10.profiles[-1].density/(si.KILO*si.MOL/si.METER**3)).T, label='cyl10')\n", + "ax[1].plot(cyl20.profiles[-1].r/si.ANGSTROM, (cyl20.profiles[-1].density/(si.KILO*si.MOL/si.METER**3)).T, label='cyl20')\n", + "#ax[0].plot(sph10.profiles[-1].r/si.ANGSTROM, (sph10.profiles[-1].density/(si.KILO*si.MOL/si.METER**3)).T, label='sph10')\n", + "ax[1].plot(sph20.profiles[-1].r/si.ANGSTROM, (sph20.profiles[-1].density/(si.KILO*si.MOL/si.METER**3)).T, label='sph20')\n", + "ax[0].plot(car10.profiles[-1].r/si.ANGSTROM, (car10.profiles[-1].density/(si.KILO*si.MOL/si.METER**3)).T, label='car10')\n", + "ax[1].plot(car20.profiles[-1].r/si.ANGSTROM, (car20.profiles[-1].density/(si.KILO*si.MOL/si.METER**3)).T, label='car20')\n", "\n", "ax[0].set_xlim(0,10)\n", "ax[1].set_xlim(0,20)\n", @@ -157,7 +157,7 @@ "kernelspec": { "display_name": "feos", "language": "python", - "name": "feos" + "name": "python3" }, "language_info": { "codemirror_mode": { diff --git a/examples/pcsaft_entropy_scaling.ipynb b/examples/pcsaft_entropy_scaling.ipynb index cc882b7d4..5d9ee791c 100644 --- a/examples/pcsaft_entropy_scaling.ipynb +++ b/examples/pcsaft_entropy_scaling.ipynb @@ -21,13 +21,13 @@ "metadata": {}, "outputs": [], "source": [ - "from feos.si import *\n", "from feos.pcsaft import *\n", "from feos.eos import *\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "import numpy as np\n", "import pandas as pd\n", + "import si_units as si\n", "\n", "sns.set_context(\"talk\")\n", "sns.set_palette(\"Dark2\")\n", @@ -51,17 +51,12 @@ { "data": { "text/markdown": [ - "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|\n", - "|-|-|-|-|-|-|-|-|-|-|-|\n", - "|hexane|86.177|3.0576|3.7983|236.77|0|0|0|0|1|1|" + "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", + "|-|-|-|-|-|-|-|-|-|-|-|-|\n", + "|hexane|86.177|3.0576|3.7983|236.77|-|-|-|-|0|0|0|" ], "text/plain": [ - "PcSaftParameters(\n", - "\tmolarweight=[86.177]\n", - "\tm=[3.0576]\n", - "\tsigma=[3.7983]\n", - "\tepsilon_k=[236.77]\n", - ")" + "" ] }, "execution_count": 2, @@ -490,18 +485,18 @@ "source": [ "results = []\n", "for i, row in literature.iterrows():\n", - " t = row['Temperature (K)'] * KELVIN\n", - " p = row['Pressure (MPa)'] * MEGA * PASCAL\n", - " viscosity_lit = row['Viscosity (Pa*s)'] * PASCAL * SECOND\n", + " t = row['Temperature (K)'] * si.KELVIN\n", + " p = row['Pressure (MPa)'] * si.MEGA * si.PASCAL\n", + " viscosity_lit = row['Viscosity (Pa*s)'] * si.PASCAL * si.SECOND\n", " \n", " # literature\n", - " state = State(saft, temperature=t, pressure=p, total_moles=MOL, density_initialization=row.Phase)\n", - " s = state.molar_entropy(Contributions.ResidualNvt)\n", + " state = State(saft, temperature=t, pressure=p, total_moles=si.MOL, density_initialization=row.Phase)\n", + " s = state.molar_entropy(Contributions.Residual)\n", " results.append(\n", " {\n", - " \"pressure\": p / MEGA / PASCAL,\n", - " \"s*_res/m\": s / RGAS / m,\n", - " \"viscosity\": viscosity_lit / (PASCAL * SECOND),\n", + " \"pressure\": p / si.MEGA / si.PASCAL,\n", + " \"s*_res/m\": s / si.RGAS / m,\n", + " \"viscosity\": viscosity_lit / (si.PASCAL * si.SECOND),\n", " \"ln_viscosity_reduced\": np.log(viscosity_lit/ state.viscosity_reference()),\n", " \"source\": \"literature\",\n", " \"rel.dev.\": 0.0\n", @@ -513,9 +508,9 @@ " ln_viscosity_reduced = state.ln_viscosity_reduced()\n", " results.append(\n", " {\n", - " \"pressure\": p / MEGA / PASCAL,\n", - " \"s*_res/m\": s / RGAS / m,\n", - " \"viscosity\": viscosity / (PASCAL * SECOND),\n", + " \"pressure\": p / si.MEGA / si.PASCAL,\n", + " \"s*_res/m\": s / si.RGAS / m,\n", + " \"viscosity\": viscosity / (si.PASCAL * si.SECOND),\n", " \"ln_viscosity_reduced\": ln_viscosity_reduced,\n", " \"source\": \"saft\",\n", " \"rel.dev.\": (viscosity - viscosity_lit) / viscosity_lit * 100\n", @@ -523,15 +518,15 @@ " )\n", " \n", " # homo GC\n", - " state = State(saft_gc, temperature=t, pressure=p, total_moles=MOL)\n", - " s = state.molar_entropy(Contributions.ResidualNvt)\n", + " state = State(saft_gc, temperature=t, pressure=p, total_moles=si.MOL)\n", + " s = state.molar_entropy(Contributions.Residual)\n", " viscosity = state.viscosity()\n", " ln_viscosity_reduced = state.ln_viscosity_reduced()\n", " results.append(\n", " {\n", - " \"pressure\": p / MEGA / PASCAL,\n", - " \"s*_res/m\": s / RGAS / m_gc,\n", - " \"viscosity\": viscosity / (PASCAL * SECOND),\n", + " \"pressure\": p / si.MEGA / si.PASCAL,\n", + " \"s*_res/m\": s / si.RGAS / m_gc,\n", + " \"viscosity\": viscosity / (si.PASCAL * si.SECOND),\n", " \"ln_viscosity_reduced\": ln_viscosity_reduced,\n", " \"source\": \"homo-GC\",\n", " \"rel.dev.\": (viscosity - viscosity_lit) / viscosity_lit * 100\n", @@ -550,12 +545,14 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -599,7 +596,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -613,7 +610,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.6" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/examples/pcsaft_phase_diagram.ipynb b/examples/pcsaft_phase_diagram.ipynb index 48d1297da..23edc3289 100644 --- a/examples/pcsaft_phase_diagram.ipynb +++ b/examples/pcsaft_phase_diagram.ipynb @@ -14,14 +14,14 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ - "from feos.si import *\n", "from feos.pcsaft import *\n", "from feos.eos import *\n", "\n", + "import si_units as si\n", "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", @@ -42,26 +42,21 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/markdown": [ - "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|\n", - "|-|-|-|-|-|-|-|-|-|-|-|\n", - "|hexane|86.177|3.0576|3.7983|236.77|0|0|0|0|1|1|" + "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", + "|-|-|-|-|-|-|-|-|-|-|-|-|\n", + "|hexane|86.177|3.0576|3.7983|236.77|-|-|-|-|0|0|0|" ], "text/plain": [ - "PcSaftParameters(\n", - "\tmolarweight=[86.177]\n", - "\tm=[3.0576]\n", - "\tsigma=[3.7983]\n", - "\tepsilon_k=[236.77]\n", - ")" + "" ] }, - "execution_count": 4, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -76,7 +71,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -111,16 +106,16 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ - "phase_diagram = PhaseDiagram.pure(pcsaft, min_temperature=200*KELVIN, npoints=501)" + "phase_diagram = PhaseDiagram.pure(pcsaft, min_temperature=200*si.KELVIN, npoints=501)" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -134,7 +129,7 @@ "T = 200.00000 K, ρ = 12.21572 mmol/m³" ] }, - "execution_count": 7, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -171,7 +166,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -195,115 +190,167 @@ " \n", " \n", " \n", - " molar enthalpy vapor\n", - " temperature\n", + " specific entropy liquid\n", + " specific entropy vapor\n", + " mass density liquid\n", + " molar enthalpy liquid\n", " density liquid\n", " density vapor\n", - " molar enthalpy liquid\n", + " temperature\n", " pressure\n", + " molar enthalpy vapor\n", " molar entropy vapor\n", + " mass density vapor\n", + " specific enthalpy liquid\n", + " specific enthalpy vapor\n", " molar entropy liquid\n", " \n", " \n", " \n", " \n", " 0\n", - " -16.735400\n", - " 200.000000\n", + " -0.867028\n", + " -0.000002\n", + " 735.916212\n", + " -37.322054\n", " 8539.589591\n", " 0.012216\n", - " -54.057307\n", + " 200.000000\n", " 20.312763\n", - " 0.003135\n", - " -0.183475\n", + " -0.000147\n", + " -1.879119e-07\n", + " 0.001053\n", + " -433.086018\n", + " -0.001703\n", + " -0.074718\n", " \n", " \n", " 1\n", - " -16.639176\n", - " 200.638669\n", + " -0.864466\n", + " -0.000002\n", + " 735.319382\n", + " -37.281784\n", " 8532.663964\n", " 0.013078\n", - " -53.920803\n", + " 200.638669\n", " 21.816282\n", - " 0.003021\n", - " -0.182794\n", + " -0.000157\n", + " -2.001300e-07\n", + " 0.001127\n", + " -432.618726\n", + " -0.001819\n", + " -0.074497\n", " \n", " \n", " 2\n", - " -16.542786\n", - " 201.277337\n", + " -0.861915\n", + " -0.000002\n", + " 734.723484\n", + " -37.241570\n", " 8525.749142\n", " 0.013994\n", - " -53.784188\n", + " 201.277337\n", " 23.418684\n", - " 0.002912\n", - " -0.182114\n", + " -0.000167\n", + " -2.130365e-07\n", + " 0.001206\n", + " -432.152081\n", + " -0.001943\n", + " -0.074277\n", " \n", " \n", " 3\n", - " -16.446230\n", - " 201.916006\n", + " -0.859376\n", + " -0.000003\n", + " 734.128506\n", + " -37.201412\n", " 8518.845002\n", " 0.014967\n", - " -53.647463\n", + " 201.916006\n", " 25.125608\n", - " 0.002806\n", - " -0.181436\n", + " -0.000179\n", + " -2.266637e-07\n", + " 0.001290\n", + " -431.686083\n", + " -0.002073\n", + " -0.074058\n", " \n", " \n", " 4\n", - " -16.349508\n", - " 202.554674\n", + " -0.856848\n", + " -0.000003\n", + " 733.534438\n", + " -37.161309\n", " 8511.951422\n", " 0.015999\n", - " -53.510626\n", + " 202.554674\n", " 26.942961\n", - " 0.002703\n", - " -0.180759\n", + " -0.000191\n", + " -2.410451e-07\n", + " 0.001379\n", + " -431.220733\n", + " -0.002212\n", + " -0.073841\n", " \n", " \n", "\n", "" ], "text/plain": [ - " molar enthalpy vapor temperature density liquid density vapor \\\n", - "0 -16.735400 200.000000 8539.589591 0.012216 \n", - "1 -16.639176 200.638669 8532.663964 0.013078 \n", - "2 -16.542786 201.277337 8525.749142 0.013994 \n", - "3 -16.446230 201.916006 8518.845002 0.014967 \n", - "4 -16.349508 202.554674 8511.951422 0.015999 \n", + " specific entropy liquid specific entropy vapor mass density liquid \\\n", + "0 -0.867028 -0.000002 735.916212 \n", + "1 -0.864466 -0.000002 735.319382 \n", + "2 -0.861915 -0.000002 734.723484 \n", + "3 -0.859376 -0.000003 734.128506 \n", + "4 -0.856848 -0.000003 733.534438 \n", + "\n", + " molar enthalpy liquid density liquid density vapor temperature \\\n", + "0 -37.322054 8539.589591 0.012216 200.000000 \n", + "1 -37.281784 8532.663964 0.013078 200.638669 \n", + "2 -37.241570 8525.749142 0.013994 201.277337 \n", + "3 -37.201412 8518.845002 0.014967 201.916006 \n", + "4 -37.161309 8511.951422 0.015999 202.554674 \n", + "\n", + " pressure molar enthalpy vapor molar entropy vapor mass density vapor \\\n", + "0 20.312763 -0.000147 -1.879119e-07 0.001053 \n", + "1 21.816282 -0.000157 -2.001300e-07 0.001127 \n", + "2 23.418684 -0.000167 -2.130365e-07 0.001206 \n", + "3 25.125608 -0.000179 -2.266637e-07 0.001290 \n", + "4 26.942961 -0.000191 -2.410451e-07 0.001379 \n", "\n", - " molar enthalpy liquid pressure molar entropy vapor molar entropy liquid \n", - "0 -54.057307 20.312763 0.003135 -0.183475 \n", - "1 -53.920803 21.816282 0.003021 -0.182794 \n", - "2 -53.784188 23.418684 0.002912 -0.182114 \n", - "3 -53.647463 25.125608 0.002806 -0.181436 \n", - "4 -53.510626 26.942961 0.002703 -0.180759 " + " specific enthalpy liquid specific enthalpy vapor molar entropy liquid \n", + "0 -433.086018 -0.001703 -0.074718 \n", + "1 -432.618726 -0.001819 -0.074497 \n", + "2 -432.152081 -0.001943 -0.074277 \n", + "3 -431.686083 -0.002073 -0.074058 \n", + "4 -431.220733 -0.002212 -0.073841 " ] }, - "execution_count": 8, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "df = pd.DataFrame(phase_diagram.to_dict())\n", + "df = pd.DataFrame(phase_diagram.to_dict(Contributions.Residual))\n", "df.head()" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -344,7 +391,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -360,7 +407,7 @@ "phase 1: T = 300.00000 K, ρ = 7.51850 kmol/m³" ] }, - "execution_count": 10, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -368,7 +415,7 @@ "source": [ "vle = PhaseEquilibrium.pure(\n", " pcsaft, \n", - " temperature_or_pressure=300.0*KELVIN\n", + " temperature_or_pressure=300.0*si.KELVIN\n", ")\n", "vle" ] @@ -382,7 +429,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -398,9 +445,9 @@ "liquid = vle.liquid\n", "vapor = vle.vapor\n", "\n", - "assert(abs((liquid.pressure() - vapor.pressure()) / BAR) < 1e-10)\n", - "print(f'saturation pressure p_sat(T = {liquid.temperature}) = {liquid.pressure() / BAR:6.2f} bar')\n", - "print(f'enthalpy of vaporization h_lv (T = {liquid.temperature}) = {(vapor.specific_enthalpy() - liquid.specific_enthalpy()) / (KILO*JOULE/KILOGRAM):6.2f} kJ/kg')" + "assert(abs((liquid.pressure() - vapor.pressure()) / si.BAR) < 1e-10)\n", + "print(f'saturation pressure p_sat(T = {liquid.temperature}) = {liquid.pressure() / si.BAR:6.2f} bar')\n", + "print(f'enthalpy of vaporization h_lv (T = {liquid.temperature}) = {(vapor.specific_enthalpy(Contributions.Residual) - liquid.specific_enthalpy(Contributions.Residual)) / (si.KILO*si.JOULE/si.KILOGRAM):6.2f} kJ/kg')" ] }, { @@ -417,7 +464,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -426,10 +473,10 @@ "$300\\,\\mathrm{K}$" ], "text/plain": [ - "299.99999999998977 K" + "300.0000000000137 K" ] }, - "execution_count": 12, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -452,31 +499,33 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Add enthalpy of vaporization to dataframe\n", "df['hlv'] = [\n", - " (vle.vapor.specific_enthalpy() - vle.liquid.specific_enthalpy()) \n", - " / (KILO * JOULE / KILOGRAM) \n", + " (vle.vapor.specific_enthalpy(Contributions.Residual) - vle.liquid.specific_enthalpy(Contributions.Residual)) \n", + " / (si.KILO * si.JOULE / si.KILOGRAM) \n", " for vle in phase_diagram.states\n", "]" ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -496,7 +545,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -510,7 +559,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.6" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/examples/pcsaft_state.ipynb b/examples/pcsaft_state.ipynb deleted file mode 100644 index 4a631e857..000000000 --- a/examples/pcsaft_state.ipynb +++ /dev/null @@ -1,939 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Representation of thermodynamic states\n", - "\n", - "## Goal of this notebook\n", - "\n", - "- Learn about the `State` object, how to construct, and how to use it." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "from feos.si import *\n", - "from feos.pcsaft import *\n", - "from feos.eos import *" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## The `State` object\n", - "\n", - "The `State` object is the most important object type in $\\text{FeO}_\\text{s}$. It defines a thermodynamic state in the natural variables of the Helmholtz energy - the amount of substance of each component, $\\mathbf{N}$, the volume, $V$, and the temperature, $T$.\n", - "\n", - "Once a `State` object is constructed, we can calculate thermodynamic properties. Internally, $\\text{FeO}_\\text{s}$ transforms the state variables to generalized hyper dual numbers (see the separate tutorial on the topic of dual numbers) with which partial derivatives of the Helmholtz energy are computed.\n", - "\n", - "There are **several ways to construct** `State` objects:\n", - "\n", - "1. Given the natural variables, $\\mathbf{N}, V, T$.\n", - "2. Given a combination of other state variables, such as $\\mathbf{N}, p, T$ or $\\mathbf{N}, p, h$.\n", - "3. At critical conditions.\n", - "4. At phase equilibrium (this will generate multiple `State` objects, one for each phase).\n", - "\n", - "Constructor methods need the `EquationOfState` or `HelmholtzEnergyFunctional` object as input, since, except for given $\\mathbf{N}, V, T$, the density and/or temperature has to be iteratively determined for which derivatives of the Helmholtz energy with respect to volume and temperature are utilized." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "# Equation of state object.\n", - "parameters = PcSaftParameters.from_json(\n", - " ['hexane'], \n", - " '../parameters/pcsaft/gross2001.json'\n", - ")\n", - "pcsaft = EquationOfState.pcsaft(parameters)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### The default constructor\n", - "\n", - "The default constructor, `State(...)`, takes a combination of input state variables. The first argument, however, is always the equation of state.\n", - "For all cases, if we do not define the amount of substance, it is set to the inverse of Avogradro's number, $N_\\text{AV}^{-1}$.\n", - "The default constructor takes `SINumber` (and `SIArray1` for e.g. the partial densities) as input. \n", - "If you want to learn more about dimensioned quantities, please take a look at the respective tutorial." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "|temperature|density|\n", - "|-|-|\n", - "|300.15000 K|7.51820 kmol/m³|" - ], - "text/plain": [ - "T = 300.15000 K, ρ = 7.51820 kmol/m³" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "state_nvt = State(\n", - " pcsaft, \n", - " temperature=300.15*KELVIN, \n", - " density=7.5182*KILO*MOL/METER**3, \n", - " total_moles=100.0*MOL\n", - ")\n", - "state_nvt" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([-1.52564778]), array([-1.52564778]))" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "import numpy as np\n", - "state_nvt.chemical_potential(Contributions.ResidualNvt) / RGAS / state_nvt.temperature - np.log(state_nvt.compressibility()), state_nvt.ln_phi()" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[0.07682387846270378] K^-1" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "beta = 1 / (RGAS * state_nvt.temperature)\n", - "a1 = - state_nvt.chemical_potential(Contributions.ResidualNvt) * beta / state_nvt.temperature\n", - "a2 = beta * state_nvt.dmu_dt(Contributions.ResidualNvt)\n", - "a3 = 1 / state_nvt.temperature\n", - "a4 = - state_nvt.dp_dt() / state_nvt.pressure()\n", - "a1 + a2 + a3 #+ a4" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.022509944563452417 K^-1,\n", - " [0.05098226639966782] K^-1,\n", - " 3.331667499583542e-3 K^-1,\n", - " -6.476301239431868 K^-1)" - ] - }, - "execution_count": 25, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "a1, a2, a3, a4" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "([0.0001330105610385462] m³/mol, [0.0001330105610385462] m³/mol)" - ] - }, - "execution_count": 29, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "state_nvt.partial_molar_volume(), -state_nvt.dp_dni() / state_nvt.dp_dv()" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(-3.69618646800518 nPa,\n", - " 100.37302562357485 kPa,\n", - " 100.37302562357485 kPa,\n", - " 18.76231432566827 MPa)" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "state_nvt.pressure(Contributions.ResidualNpt), state_nvt.pressure(Contributions.ResidualNvt) + state_nvt.pressure(Contributions.IdealGas), state_nvt.pressure(Contributions.Total), state_nvt.pressure(Contributions.IdealGas)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Since internally, only $\\mathbf{N}, V$, and $T$ are stored, all other properties have to be computed even if they were used to create the `State`.\n", - "\n", - "For example, we can create a `State` for given temperature and pressure (using the default amount of substance for a pure component).\n", - "The density is thus determined iteratively and stored as a *field* which can be accessed via `state.density`. \n", - "If we are interested in the pressure of the state, we have to call the `state.pressure()` *method* which computes the pressure as partial derivative even though we used the pressure to create the `State` in the first place." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "density : 7.518194138679665 kmol/m³\n", - "pressure: 100.00000000009686 kPa\n" - ] - } - ], - "source": [ - "state_npt = State(\n", - " pcsaft, \n", - " temperature=300.15*KELVIN, \n", - " pressure=1.0*BAR\n", - ")\n", - "print('density : ', state_npt.density)\n", - "print('pressure: ', state_npt.pressure())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In the above case, specifying temperature and pressure may not yield the expected result.\n", - "Consider thermodynamic conditions near phase equilibrium. The resulting density (for given tempreature and pressure) can be that of a meta-stable liquid or vapor phase depending on the initial density for the iteration.\n", - "\n", - "To control the initial values for the density iteration, you can use the `density_initialization` keyword.\n", - "Below, we create two `State` objects for the same temperature and pressure with different initial densities denoted by the `vapor` and `liquid` keywords for `density_initialization`. Alternatively, a starting density (as `SINumber`) can be provided." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "mass density: 3.2263994087922345 kg/m³\n" - ] - } - ], - "source": [ - "s_vapor = State(\n", - " pcsaft, \n", - " temperature=335.0*KELVIN, \n", - " pressure=1.0*BAR, \n", - " density_initialization='vapor'\n", - ")\n", - "print('mass density: ', s_vapor.mass_density())" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "mass density: 616.3096597655958 kg/m³\n" - ] - } - ], - "source": [ - "s_liquid = State(\n", - " pcsaft, \n", - " temperature=335.0*KELVIN, \n", - " pressure=1.0*BAR, \n", - " density_initialization='liquid'\n", - ")\n", - "print('mass density: ', s_liquid.mass_density())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "If no value for `density_initialization` is provided, both a low and high density is used to as starting point for the iteration and only the *stable* phase is returned." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "mass density: 616.3096597655958 kg/m³\n" - ] - } - ], - "source": [ - "s = State(\n", - " pcsaft, \n", - " temperature=335.0*KELVIN, \n", - " pressure=1.0*BAR\n", - ")\n", - "print('mass density:', s.mass_density())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "You can run a *stability analysis* for each state using the `is_stable()` method." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Vapor stable? False\n", - "Liquid stable? True\n" - ] - } - ], - "source": [ - "print('Vapor stable? ', s_vapor.is_stable())\n", - "print('Liquid stable?', s_liquid.is_stable())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "---\n", - "## Stored information\n", - "\n", - "Once we create a `State` object, we can access its **fields** withouth further computations:\n", - "\n", - "- `density`: molar density of the thermodynamic state for the given substance(s)\n", - "- `molefracs`: molar fractions for each substance\n", - "- `moles`: amount of substance for each substance\n", - "- `partial_density`: molar density for each substance\n", - "- `temperature`: temperature\n", - "- `total_moles`: total amount of substance\n", - "- `volume`: volume\n", - "\n", - "For an equation of state that *implements a molar weight* (i.e. stores the molar weight in the parameter set), mass specific properties are also available as **methods**:\n", - "\n", - "- `mass()`: mass for each substance\n", - "- `mass_density()`: total mass density\n", - "- `massfracs()`: mass fractions for each substance\n", - "- `total_mass()`: total mass\n", - "- `total_molar_weight()`: total molar weight" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "total moles: 200 mol\n", - "total mass : 17.235400000000002 kg\n" - ] - } - ], - "source": [ - "state = State(\n", - " pcsaft, \n", - " temperature=335.0*KELVIN, \n", - " pressure=1.0*BAR, \n", - " total_moles=200.0*MOL\n", - ")\n", - "print('total moles: ', state.total_moles)\n", - "print('total mass : ', state.total_mass())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "---\n", - "## Computing properties\n", - "\n", - "Thermodynamic properties can be computed by invoking the appropriate **method**. For example, we can compute the total system pressure via the `pressure()` method." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pressure: 99.99999999988452 kPa\n" - ] - } - ], - "source": [ - "pressure = state.pressure()\n", - "print('pressure: ', pressure)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "For a full list of possible thermodyanmic properties, please refer to the API documentation of the `State` object or take a look at the very bottom of this notebook.\n", - "\n", - "Some properties accept an optional `Contributions` object which we can use to compute specific contributions to the property.\n", - "The `Contributions` object allows for four options:\n", - "\n", - "- `Contributions.IdealGas`: only the ideal gas contribution is considered (which is defined by the ideal gas model for the de Broglie wavelength)\n", - "- `Contributions.ResidualNvt`: only the *residual* contributions to the Helmholtz energy with respect to an ideal gas for given $\\mathbf{N}, V, T$ are considered.\n", - "- `Contributions.ResidualNpt`: only the *residual* contributions to the Helmholtz energy with respect to an ideal gas for given $\\mathbf{N}, p, T$ are considered.\n", - "- `Contributions.Total`: all contributions to the Helmholtz energy (and thus the property of interest) are considered, i.e. ideal gas plus residual. This is the **default** for most properties if no argument is provided. Please refer to the method documentation if you are not sure about the contributions used." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "entropy (default) : -63.82223112938985 J/mol/K\n", - "entropy (total) : -63.82223112938985 J/mol/K\n", - "entropy (ideal gas) : -20.979592032157587 J/mol/K\n", - "entropy (residual) : -42.84263909723226 J/mol/K\n", - "entropy (residual p) : -86.86192380683525 J/mol/K\n" - ] - } - ], - "source": [ - "print('entropy (default) :', state.molar_entropy())\n", - "print('entropy (total) :', state.molar_entropy(Contributions.Total))\n", - "print('entropy (ideal gas) :', state.molar_entropy(Contributions.IdealGas))\n", - "print('entropy (residual) :', state.molar_entropy(Contributions.ResidualNvt))\n", - "print('entropy (residual p) :', state.molar_entropy(Contributions.ResidualNpt))" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$0\\,\\mathrm{\\frac{ J}{molK}}$" - ], - "text/plain": [ - "0 J/mol/K" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "state.molar_entropy() - (state.molar_entropy(Contributions.IdealGas) + state.molar_entropy(Contributions.ResidualNvt))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "---\n", - "## `State` at critical conditions\n", - "\n", - "$\\text{FeO}_\\text{s}$ provides constructors for `State` objects at critical conditions as well in form of *static class methods*.\n", - "\n", - "- `State.critical_point(...)`: critial point of the system\n", - "- `State.critical_point_pure(...)`: critical point for each substance in the system\n", - "- `State.critical_point_binary_p(...)`: critical point for binary system, given pressure\n", - "- `State.critical_point_binary_t(...)`: critical point for binary system, given temperature\n", - "\n", - "Optional keywords are:\n", - "\n", - "- `moles`: amount of substance for each component. For mixtures this is mandatory.\n", - "- `initial_temperature` : initial value for temperature. Can be used to speed up / increase convergence.\n", - "- `max_iter`: number of allowed iterations. Can be increased if convergence is an issue.\n", - "- `tol`: tolerance for the solution\n", - "- `verbosity`: a `Verbosity` object can be used to print information of the computation. Can be used if convergence is an issue." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "|temperature|density|\n", - "|-|-|\n", - "|519.33427 K|2.65414 kmol/m³|" - ], - "text/plain": [ - "T = 519.33427 K, ρ = 2.65414 kmol/m³" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "critical_point = State.critical_point(pcsaft)\n", - "critical_point" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Critical conditions for hexane\n", - "temperature : 519.3342707319016 K\n", - "pressure : 3.5427176263083453 MPa\n", - "density : 228.72574604854387 kg/m³\n" - ] - } - ], - "source": [ - "print('Critical conditions for hexane')\n", - "print('temperature :', critical_point.temperature)\n", - "print('pressure :', critical_point.pressure())\n", - "print('density :', critical_point.mass_density())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "---\n", - "## `PhaseEquilibrium`: `State` objects at phase equilibrium\n", - "\n", - "Another common use case for equations of state is the computation of phase equilibria. In $\\text{FeO}_\\text{s}$, we can generate multiple `State` objects that are in equilibrium using a `PhaseEquilibrium` object.\n", - "We will not discuss `PhaseEquilibrium` objects in detail in this notebook but merely consider it as another way to generate `State` objects. Please refer to the tutorial about phase diagrams if you want to learn more.\n", - "\n", - "For pure substances, we can generate two states in equilibrium using the `PhaseEquilibrium.pure(...)` static method.\n", - "The resulting object contains two (or more) `State` objects which we in this case can access via the `liquid` and `vapor` fields.\n", - "As before, we can now compute properties using these objects." - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "||temperature|density|\n", - "|-|-|-|\n", - "|phase 1|341.53511 K|36.63788 mol/m³|\n", - "|phase 2|341.53511 K|7.07977 kmol/m³|\n" - ], - "text/plain": [ - "phase 0: T = 341.53511 K, ρ = 36.63788 mol/m³\n", - "phase 1: T = 341.53511 K, ρ = 7.07977 kmol/m³" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vle = PhaseEquilibrium.pure(\n", - " pcsaft, \n", - " temperature_or_pressure=1.0*BAR\n", - ")\n", - "vle" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "|temperature|density|\n", - "|-|-|\n", - "|341.53511 K|7.07977 kmol/m³|" - ], - "text/plain": [ - "T = 341.53511 K, ρ = 7.07977 kmol/m³" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vle.liquid" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "|temperature|density|\n", - "|-|-|\n", - "|341.53511 K|36.63788 mol/m³|" - ], - "text/plain": [ - "T = 341.53511 K, ρ = 36.63788 mol/m³" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vle.vapor" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "enthalpy of vaporization (T = 341.53510965735256 K): 29.123040330216202 kJ/mol\n" - ] - } - ], - "source": [ - "enthalpy_of_vaporization = vle.vapor.molar_enthalpy() - vle.liquid.molar_enthalpy()\n", - "print(f'enthalpy of vaporization (T = {vle.vapor.temperature}): {enthalpy_of_vaporization}')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "---\n", - "## Caching partial derivatives of the Helmholtz energy\n", - "\n", - "A `State` object caches partial derivatives of the Helmholtz energy. If efficiency is a concern, you might want to consider the order in which you compute properties for a given state. If a method is called multiple times, only the first call will invoke a computation while additional calls will pull prior results from the cache." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "---\n", - "## Contributions to the Helmholtz energy\n", - "\n", - "If you are interested in developing an equation of state, you might find the `..._contributions()` methods of a `State` object useful. These methods return the contributions to a property which can be insightful (or a useful debugging tool). " - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [], - "source": [ - "state = State(\n", - " pcsaft, \n", - " temperature=300.0*KELVIN, \n", - " pressure=1.0*BAR, \n", - " total_moles=25.0*MOL\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[('Ideal gas (QSPR)', 264.00707466668604 kJ),\n", - " ('Hard Sphere', 549.608863830199 kJ),\n", - " ('Hard Chain', -159.16321691198146 kJ),\n", - " ('Dispersion', -750.1133884410586 kJ)]" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "state.helmholtz_energy_contributions()" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[('Ideal gas (QSPR)', 18.75674450579379 MPa),\n", - " ('Hard Sphere', 304.57586929403857 MPa),\n", - " ('Hard Chain', -63.0137117835539 MPa),\n", - " ('Dispersion', -260.2189020162783 MPa)]" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "state.pressure_contributions()" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[('Ideal gas (QSPR)', 13.054621772113414 kJ/mol),\n", - " ('Hard Sphere', 62.48794000517027 kJ/mol),\n", - " ('Hard Chain', -14.746316825114631 kJ/mol),\n", - " ('Dispersion', -64.60937326973789 kJ/mol)]" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "state.chemical_potential_contributions(0)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "---\n", - "## Dynamic properties via entropy scaling\n", - "\n", - "If an equation of state implements correlation functions for entropy scaling, it can be used to compute dynamic properties via entropy scaling. For more information, see the respective tutorial for entropy scaling." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "---\n", - "## List of `State` methods and fields\n", - "\n", - "### Constructors\n", - "\n", - "- `critical_point`\n", - "- `critical_point_binary_p`\n", - "- `critical_point_binary_t`\n", - "- `critical_point_pure`\n", - "- `tp_flash`\n", - "\n", - "### Fields\n", - "\n", - "- `density`,\n", - "- `molefracs`,\n", - "- `moles`,\n", - "- `partial_density`,\n", - "- `temperature`,\n", - "- `total_moles`,\n", - "- `volume`\n", - "\n", - "### Stability analysis\n", - "\n", - "- `is_stable`,\n", - "- `stability_analysis`\n", - "\n", - "### Thermodynamic properties\n", - "\n", - "- `c_p`,\n", - "- `c_v`,\n", - "- `chemical_potential`,\n", - "- `chemical_potential_contributions`,\n", - "- `compressibility`,\n", - "- `d2p_drho2`, \n", - "- `d2p_dv2`,\n", - "- `dc_v_dt`,\n", - "- `dln_phi_dnj`,\n", - "- `dln_phi_dp`,\n", - "- `dln_phi_dt`,\n", - "- `dmu_dni`,\n", - "- `dmu_dt`,\n", - "- `dp_dni`,\n", - "- `dp_drho`,\n", - "- `dp_dt`,\n", - "- `dp_dv`,\n", - "- `ds_dt`,\n", - "- `enthalpy`,\n", - "- `entropy`,\n", - "- `gibbs_energy`,\n", - "- `helmholtz_energy`,\n", - "- `helmholtz_energy_contributions`,\n", - "- `internal_energy`,\n", - "- `isentropic_compressibility`,\n", - "- `isothermal_compressibility`,\n", - "- `joule_thomson`,\n", - "- `ln_phi`,\n", - "- `ln_phi_pure_liquid`,\n", - "- `ln_symmetric_activity_coefficient`,\n", - "- `molar_enthalpy`,\n", - "- `molar_entropy`,\n", - "- `molar_gibbs_energy`,\n", - "- `molar_helmholtz_energy`,\n", - "- `molar_internal_energy`,\n", - "- `partial_molar_volume`,\n", - "- `partial_molar_enthalpy`,\n", - "- `partial_molar_entropy`,\n", - "- `pressure`,\n", - "- `pressure_contributions`\n", - "- `structure_factor`,\n", - "- `thermodynamic_factor`\n", - "\n", - "\n", - "### Mass related and mass specific properties\n", - "\n", - "- `specific_enthalpy`,\n", - "- `specific_entropy`,\n", - "- `specific_gibbs_energy`,\n", - "- `specific_helmholtz_energy`,\n", - "- `specific_internal_energy`,\n", - "- `speed_of_sound`,\n", - "- `thermodynamic_factor`,\n", - "- `total_mass`,\n", - "- `total_molar_weight`\n", - "\n", - "### Dynamic properties (entropy scaling)\n", - "\n", - "- `diffusion`,\n", - "- `diffusion_reference`,\n", - "- `ln_diffusion_reduced`,\n", - "- `ln_thermal_conductivity_reduced`,\n", - "- `ln_viscosity_reduced`,\n", - "- `thermal_conductivity`,\n", - "- `thermal_conductivity_reference`,\n", - "- `viscosity`,\n", - "- `viscosity_reference`" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Concluding remkars\n", - "\n", - "Hopefully you found this example helpful. If you have comments, critique or feedback, please let us know and consider [opening an issue on github](https://github.com/feos-org/feos/issues)." - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - }, - "vscode": { - "interpreter": { - "hash": "31f2aee4e71d21fbe5cf8b01ff0e069b9275f58929596ceb00d14d90e3e16cd6" - } - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/examples/pcsaft_surface_tension.ipynb b/examples/pcsaft_surface_tension.ipynb index 2ef46cac3..cf223a6d7 100644 --- a/examples/pcsaft_surface_tension.ipynb +++ b/examples/pcsaft_surface_tension.ipynb @@ -20,10 +20,10 @@ "metadata": {}, "outputs": [], "source": [ - "from feos.si import *\n", "from feos.pcsaft import *\n", "from feos.dft import *\n", "\n", + "import si_units as si\n", "import matplotlib.pyplot as plt\n", "import pandas as pd\n", "import numpy as np\n", @@ -151,7 +151,7 @@ } ], "source": [ - "vle = PhaseEquilibrium.pure(pcsaft, 300*KELVIN)\n", + "vle = PhaseEquilibrium.pure(pcsaft, 300*si.KELVIN)\n", "vle" ] }, @@ -171,7 +171,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 5, "id": "25c9d99d", "metadata": {}, "outputs": [ @@ -179,8 +179,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 502 µs, sys: 35 µs, total: 537 µs\n", - "Wall time: 544 µs\n" + "CPU times: user 562 µs, sys: 19 µs, total: 581 µs\n", + "Wall time: 583 µs\n" ] } ], @@ -189,10 +189,10 @@ "interface = PlanarInterface.from_tanh(\n", " vle=vle, \n", " n_grid=512, \n", - " l_grid=100*ANGSTROM, \n", + " l_grid=100*si.ANGSTROM, \n", " critical_temperature=cp.temperature\n", ")\n", - "initial_density = interface.density" + "initial_density = interface.density / (si.KILO * si.MOL / si.METER**3)" ] }, { @@ -205,7 +205,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 6, "id": "f915e37c", "metadata": {}, "outputs": [ @@ -215,7 +215,7 @@ "True" ] }, - "execution_count": 8, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -234,7 +234,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 7, "id": "77c08d7f", "metadata": {}, "outputs": [ @@ -242,8 +242,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 21.5 ms, sys: 693 µs, total: 22.2 ms\n", - "Wall time: 22 ms\n" + "CPU times: user 28.6 ms, sys: 24 µs, total: 28.6 ms\n", + "Wall time: 28.5 ms\n" ] } ], @@ -264,25 +264,27 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 8, "id": "61992d8f", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10, 6))\n", - "plt.plot(interface.z / ANGSTROM, (initial_density / (KILO * MOL / METER**3))[0], linestyle=\"dashed\", label=\"initial density\")\n", - "plt.plot(interface.z / ANGSTROM, (interface.density / (KILO * MOL / METER**3))[0], label=\"equilibrium density\")\n", + "plt.plot(interface.z / si.ANGSTROM, initial_density[0], linestyle=\"dashed\", label=\"initial density\")\n", + "plt.plot(interface.z / si.ANGSTROM, (interface.density / (si.KILO * si.MOL / si.METER**3))[0], label=\"equilibrium density\")\n", "\n", "plt.xlim(40, 60)\n", "plt.ylim(-5, 60)\n", @@ -304,7 +306,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 9, "id": "caa1fda7", "metadata": {}, "outputs": [ @@ -531,7 +533,7 @@ "[5 rows x 25 columns]" ] }, - "execution_count": 11, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -553,7 +555,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 10, "id": "c0a7854c", "metadata": {}, "outputs": [ @@ -561,8 +563,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 434 ms, sys: 4.12 ms, total: 438 ms\n", - "Wall time: 437 ms\n" + "CPU times: user 608 ms, sys: 0 ns, total: 608 ms\n", + "Wall time: 606 ms\n" ] } ], @@ -570,14 +572,14 @@ "%%time\n", "vles = PhaseDiagram.pure(\n", " pcsaft, \n", - " 275*KELVIN, \n", + " 275*si.KELVIN, \n", " 50,\n", " critical_temperature=cp.temperature\n", ")\n", "sfts = SurfaceTensionDiagram(\n", " vles.states, \n", " n_grid=512, \n", - " l_grid=100*ANGSTROM, \n", + " l_grid=100*si.ANGSTROM, \n", " critical_temperature=cp.temperature\n", ")" ] @@ -592,15 +594,15 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 11, "id": "6626c4c7", "metadata": {}, "outputs": [], "source": [ "dft_data = pd.DataFrame(\n", " np.array([\n", - " sfts.liquid.temperature / KELVIN, \n", - " sfts.surface_tension / NEWTON * METER\n", + " sfts.liquid.temperature / si.KELVIN, \n", + " sfts.surface_tension / si.NEWTON * si.METER\n", " ]).T, \n", " columns=[\"Temperature (K)\", \"Surf. Tension (l, N/m)\"]\n", ")" @@ -608,18 +610,20 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 12, "id": "279a66a3", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -628,7 +632,7 @@ "plt.title(\"Surface tension of water\")\n", "sns.lineplot(data=literature, x=\"Temperature (K)\", y=\"Surf. Tension (l, N/m)\", label=\"NIST\")\n", "sns.lineplot(data=dft_data, x=\"Temperature (K)\", y=\"Surf. Tension (l, N/m)\", label=\"PC-SAFT (2B)\")\n", - "sns.scatterplot(x=[cp.temperature / KELVIN], y=[0.0], clip_on=False, color=colors[1], label=\"PC-SAFT (2B), critical point\")\n", + "sns.scatterplot(x=[cp.temperature / si.KELVIN], y=[0.0], clip_on=False, color=colors[1], label=\"PC-SAFT (2B), critical point\")\n", "plt.ylabel(r\"$\\gamma$ / Nm$^{-1}$\")\n", "plt.xlabel(r\"$T$ / K\")\n", "\n", @@ -651,7 +655,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -665,7 +669,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.13" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/examples/pcsaft_working_with_parameters.ipynb b/examples/pcsaft_working_with_parameters.ipynb index 55323bf60..ba4c4e694 100644 --- a/examples/pcsaft_working_with_parameters.ipynb +++ b/examples/pcsaft_working_with_parameters.ipynb @@ -76,10 +76,10 @@ "text/markdown": [ "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", "|-|-|-|-|-|-|-|-|-|-|-|-|\n", - "|methane|16.043|1|3.7039|150.03|0|0|0|0|0|0|0|" + "|methane|16.043|1|3.7039|150.03|-|-|-|-|0|0|0|" ], "text/plain": [ - "" + "" ] }, "execution_count": 2, @@ -106,10 +106,10 @@ "text/markdown": [ "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", "|-|-|-|-|-|-|-|-|-|-|-|-|\n", - "|methane|16.043|1|3.7039|150.03|0|0|0|0|0|0|0|" + "|methane|16.043|1|3.7039|150.03|-|-|-|-|0|0|0|" ], "text/plain": [ - "" + "" ] }, "execution_count": 3, @@ -143,12 +143,12 @@ "text/markdown": [ "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", "|-|-|-|-|-|-|-|-|-|-|-|-|\n", - "|methane|16.043|1|3.7039|150.03|0|0|0|0|0|0|0|\n", - "|hexane|86.177|3.0576|3.7983|236.77|0|0|0|0|0|0|0|\n", - "|dodecane|170.338|5.306|3.8959|249.21|0|0|0|0|0|0|0|" + "|methane|16.043|1|3.7039|150.03|-|-|-|-|0|0|0|\n", + "|hexane|86.177|3.0576|3.7983|236.77|-|-|-|-|0|0|0|\n", + "|dodecane|170.338|5.306|3.8959|249.21|-|-|-|-|0|0|0|" ], "text/plain": [ - "" + "" ] }, "execution_count": 4, @@ -190,13 +190,13 @@ "text/markdown": [ "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", "|-|-|-|-|-|-|-|-|-|-|-|-|\n", - "|methane|16.043|1|3.7039|150.03|0|0|0|0|0|0|0|\n", - "|1-butanol|74.123|2.7515|3.6139|259.59|0|0|0.006692|2544.6|1|1|0|\n", - "|water|18.015|1.0656|3.0007|366.51|0|0|0.034868|2500.7|1|1|0|\n", - "|acetone|58.08|2.7447|3.2742|232.99|2.88|0|0|0|0|0|0|" + "|methane|16.043|1|3.7039|150.03|-|-|-|-|0|0|0|\n", + "|1-butanol|74.123|2.7515|3.6139|259.59|-|-|0.006692|2544.6|1|1|0|\n", + "|water|18.015|1.0656|3.0007|366.51|-|-|0.034868|2500.7|1|1|0|\n", + "|acetone|58.08|2.7447|3.2742|232.99|2.88|-|-|-|0|0|0|" ], "text/plain": [ - "" + "" ] }, "execution_count": 5, @@ -245,11 +245,11 @@ "text/markdown": [ "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", "|-|-|-|-|-|-|-|-|-|-|-|-|\n", - "|butane|58.123|2.3316|3.7086|222.88|0|0|0|0|0|0|0|\n", - "|1-butanol|74.123|2.7515|3.6139|259.59|0|0|0.006692|2544.6|1|1|0|" + "|butane|58.123|2.3316|3.7086|222.88|-|-|-|-|0|0|0|\n", + "|1-butanol|74.123|2.7515|3.6139|259.59|-|-|0.006692|2544.6|1|1|0|" ], "text/plain": [ - "" + "" ] }, "execution_count": 6, @@ -377,7 +377,7 @@ { "data": { "text/plain": [ - "PcSaftRecord(m=2.3316, sigma=3.7086, epsilon_k=222.88)" + "PcSaftRecord(m=2.3316, sigma=3.7086, epsilon_k=222.88, association_record=AssociationRecord(parameters=PcSaftAssociationRecord()))" ] }, "execution_count": 10, @@ -409,7 +409,7 @@ "PureRecord(\n", "\tidentifier=Identifier(cas=106-97-8, name=butane, iupac_name=butane, smiles=CCCC, inchi=InChI=1/C4H10/c1-3-4-2/h3-4H2,1-2H3, formula=C4H10),\n", "\tmolarweight=58.123,\n", - "\tmodel_record=PcSaftRecord(m=2.3316, sigma=3.7086, epsilon_k=222.88),\n", + "\tmodel_record=PcSaftRecord(m=2.3316, sigma=3.7086, epsilon_k=222.88, association_record=AssociationRecord(parameters=PcSaftAssociationRecord())),\n", ")" ] }, @@ -442,10 +442,10 @@ "text/markdown": [ "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", "|-|-|-|-|-|-|-|-|-|-|-|-|\n", - "|butane|58.123|2.3316|3.7086|222.88|0|0|0|0|0|0|0|" + "|butane|58.123|2.3316|3.7086|222.88|-|-|-|-|0|0|0|" ], "text/plain": [ - "" + "" ] }, "execution_count": 12, @@ -503,11 +503,11 @@ "text/markdown": [ "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", "|-|-|-|-|-|-|-|-|-|-|-|-|\n", - "|butane|58.123|2.3316|3.7086|222.88|0|0|0|0|0|0|0|\n", - "|1-butanol|74.123|2.7515|3.6139|259.59|0|0|0.006692|2544.6|0|0|0|" + "|butane|58.123|2.3316|3.7086|222.88|-|-|-|-|0|0|0|\n", + "|1-butanol|74.123|2.7515|3.6139|259.59|-|-|0.006692|2544.6|0|0|0|" ], "text/plain": [ - "" + "" ] }, "execution_count": 14, @@ -560,11 +560,11 @@ "text/markdown": [ "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", "|-|-|-|-|-|-|-|-|-|-|-|-|\n", - "|butane|58.123|2.3316|3.7086|222.88|0|0|0|0|0|0|0|\n", - "|1-butanol|74.123|2.7515|3.6139|259.59|0|0|0.006692|2544.6|0|0|0|" + "|butane|58.123|2.3316|3.7086|222.88|-|-|-|-|0|0|0|\n", + "|1-butanol|74.123|2.7515|3.6139|259.59|-|-|0.006692|2544.6|0|0|0|" ], "text/plain": [ - "" + "" ] }, "execution_count": 16, @@ -643,11 +643,11 @@ "text/markdown": [ "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", "|-|-|-|-|-|-|-|-|-|-|-|-|\n", - "|butane|58.122159999999994|2.1360799999999998|3.7945688260994523|233.79002902513017|0|0|0|0|0|0|0|\n", - "|1-butanol|74.12158|2.3821600000000003|3.7568140627964173|278.79916705846796|0|0|0.006825|2517|1|1|0|" + "|butane|58.122159999999994|2.1360799999999998|3.7945688260994523|233.79002902513017|-|-|0|0|0|0|0|\n", + "|1-butanol|74.12158|2.3821600000000003|3.7568140627964173|278.79916705846796|-|-|0.006825|2517|1|1|0|" ], "text/plain": [ - "" + "" ] }, "execution_count": 18, @@ -761,11 +761,11 @@ "text/markdown": [ "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", "|-|-|-|-|-|-|-|-|-|-|-|-|\n", - "|butane|58.122159999999994|2.1360799999999998|3.7945688260994523|233.79002902513017|0|0|0|0|0|0|0|\n", - "|1-butanol|74.12158|2.3821600000000003|3.7568140627964164|278.79916705846796|0|0|0.006825|2517|0|0|0|" + "|butane|58.122159999999994|2.1360799999999998|3.7945688260994523|233.79002902513017|-|-|0|0|0|0|0|\n", + "|1-butanol|74.12158|2.3821600000000003|3.7568140627964164|278.79916705846796|-|-|0.006825|2517|0|0|0|" ], "text/plain": [ - "" + "" ] }, "execution_count": 21, @@ -803,13 +803,13 @@ "text/markdown": [ "|component|molarweight|$m$|$\\sigma$|$\\varepsilon$|$\\mu$|$Q$|$\\kappa_{AB}$|$\\varepsilon_{AB}$|$N_A$|$N_B$|$N_C$|\n", "|-|-|-|-|-|-|-|-|-|-|-|-|\n", - "|methane|16.043|1|3.7039|150.03|0|0|0|0|0|0|0|\n", - "|1-butanol|74.123|2.7515|3.6139|259.59|0|0|0.006692|2544.6|1|1|0|\n", - "|water|18.015|1.0656|3.0007|366.51|0|0|0.034868|2500.7|1|1|0|\n", - "|acetone|58.08|2.7447|3.2742|232.99|2.88|0|0|0|0|0|0|" + "|methane|16.043|1|3.7039|150.03|-|-|-|-|0|0|0|\n", + "|1-butanol|74.123|2.7515|3.6139|259.59|-|-|0.006692|2544.6|1|1|0|\n", + "|water|18.015|1.0656|3.0007|366.51|-|-|0.034868|2500.7|1|1|0|\n", + "|acetone|58.08|2.7447|3.2742|232.99|2.88|-|-|-|0|0|0|" ], "text/plain": [ - "" + "" ] }, "execution_count": 22, @@ -842,7 +842,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 23, "metadata": {}, "outputs": [ { @@ -872,7 +872,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 24, "metadata": {}, "outputs": [ { @@ -881,26 +881,26 @@ "[PureRecord(\n", " \tidentifier=Identifier(cas=74-82-8, name=methane, iupac_name=methane, smiles=C, inchi=InChI=1/CH4/h1H4, formula=CH4),\n", " \tmolarweight=16.043,\n", - " \tmodel_record=PcSaftRecord(m=1, sigma=3.7039, epsilon_k=150.03, association_record=AssociationRecord(kappa_ab=0, epsilon_k_ab=0)),\n", + " \tmodel_record=PcSaftRecord(m=1, sigma=3.7039, epsilon_k=150.03, association_record=AssociationRecord(parameters=PcSaftAssociationRecord())),\n", " ),\n", " PureRecord(\n", " \tidentifier=Identifier(cas=71-36-3, name=1-butanol, iupac_name=butan-1-ol, smiles=CCCCO, inchi=InChI=1/C4H10O/c1-2-3-4-5/h5H,2-4H2,1H3, formula=C4H10O),\n", " \tmolarweight=74.123,\n", - " \tmodel_record=PcSaftRecord(m=2.7515, sigma=3.6139, epsilon_k=259.59, association_record=AssociationRecord(kappa_ab=0.006692, epsilon_k_ab=2544.6, na=1, nb=1)),\n", + " \tmodel_record=PcSaftRecord(m=2.7515, sigma=3.6139, epsilon_k=259.59, association_record=AssociationRecord(parameters=PcSaftAssociationRecord(kappa_ab=0.006692, epsilon_k_ab=2544.6), na=1, nb=1)),\n", " ),\n", " PureRecord(\n", " \tidentifier=Identifier(cas=7732-18-5, name=water, iupac_name=oxidane, smiles=O, inchi=InChI=1/H2O/h1H2, formula=H2O),\n", " \tmolarweight=18.015,\n", - " \tmodel_record=PcSaftRecord(m=1.0656, sigma=3.0007, epsilon_k=366.51, association_record=AssociationRecord(kappa_ab=0.034868, epsilon_k_ab=2500.7, na=1, nb=1)),\n", + " \tmodel_record=PcSaftRecord(m=1.0656, sigma=3.0007, epsilon_k=366.51, association_record=AssociationRecord(parameters=PcSaftAssociationRecord(kappa_ab=0.034868, epsilon_k_ab=2500.7), na=1, nb=1)),\n", " ),\n", " PureRecord(\n", " \tidentifier=Identifier(cas=67-64-1, name=acetone, iupac_name=propan-2-one, smiles=CC(C)=O, inchi=InChI=1/C3H6O/c1-3(2)4/h1-2H3, formula=C3H6O),\n", " \tmolarweight=58.08,\n", - " \tmodel_record=PcSaftRecord(m=2.7447, sigma=3.2742, epsilon_k=232.99, mu=2.88, association_record=AssociationRecord(kappa_ab=0, epsilon_k_ab=0)),\n", + " \tmodel_record=PcSaftRecord(m=2.7447, sigma=3.2742, epsilon_k=232.99, mu=2.88, association_record=AssociationRecord(parameters=PcSaftAssociationRecord())),\n", " )]" ] }, - "execution_count": 26, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } @@ -911,7 +911,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 25, "metadata": {}, "outputs": [ { @@ -932,7 +932,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 26, "metadata": {}, "outputs": [ { @@ -941,7 +941,7 @@ "Identifier(cas=74-82-8, name=methane, iupac_name=methane, smiles=C, inchi=InChI=1/CH4/h1H4, formula=CH4)" ] }, - "execution_count": 28, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } @@ -953,7 +953,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 27, "metadata": {}, "outputs": [ { @@ -962,7 +962,7 @@ "16.043" ] }, - "execution_count": 29, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" } @@ -981,7 +981,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 28, "metadata": {}, "outputs": [ { @@ -990,7 +990,7 @@ "'{\"identifier\":{\"cas\":\"74-82-8\",\"name\":\"methane\",\"iupac_name\":\"methane\",\"smiles\":\"C\",\"inchi\":\"InChI=1/CH4/h1H4\",\"formula\":\"CH4\"},\"molarweight\":16.043,\"model_record\":{\"m\":1.0,\"sigma\":3.7039,\"epsilon_k\":150.03}}'" ] }, - "execution_count": 30, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" } @@ -1029,7 +1029,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -1043,7 +1043,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/examples/pets_eos_binary_caseI.ipynb b/examples/pets_eos_binary_caseI.ipynb index 9be7f6e1d..8662c2d01 100644 --- a/examples/pets_eos_binary_caseI.ipynb +++ b/examples/pets_eos_binary_caseI.ipynb @@ -23,10 +23,10 @@ "source": [ "import numpy as np\n", "from feos.eos import *\n", - "from feos.si import *\n", "from feos.pets import PetsParameters\n", "import matplotlib.pyplot as plt\n", - "import pandas as pd" + "import pandas as pd\n", + "import si_units as si" ] }, { @@ -42,8 +42,8 @@ "metadata": {}, "outputs": [], "source": [ - "epsilon_k = 1.0 * KELVIN\n", - "sigma = 1.0 * ANGSTROM" + "epsilon_k = 1.0 * si.KELVIN\n", + "sigma = 1.0 * si.ANGSTROM" ] }, { @@ -65,7 +65,7 @@ "metadata": {}, "outputs": [], "source": [ - "# Dara from Vrabec et al. (2006)\n", + "# Data from Vrabec et al. (2006)\n", "data = np.array([\n", " [0.64, 0.00217, 0.8176, 0.00351, 5.7118],\n", " [0.67, 0.00335, 0.8024, 0.00525, 5.5910],\n", @@ -115,7 +115,7 @@ "metadata": {}, "outputs": [], "source": [ - "pets = EquationOfState.pets(PetsParameters.from_lists(epsilon_k=[epsilon_k/KELVIN]*2, sigma=[sigma/ANGSTROM]*2))" + "pets = EquationOfState.pets(PetsParameters.from_lists(epsilon_k=[epsilon_k/si.KELVIN]*2, sigma=[sigma/si.ANGSTROM]*2))" ] }, { @@ -153,9 +153,9 @@ "\n", "for i, temperature in enumerate(np.nditer(temps)):\n", " pe = PhaseEquilibrium.bubble_point(eos=pets, temperature_or_pressure=temperature * epsilon_k, liquid_molefracs=np.array([0.5, 0.5]), tp_init=pressure_ic, tol_inner=1e-7)\n", - " p_sat[i] = pe.liquid.pressure() / (epsilon_k * KB / sigma**3)\n", - " rho_sat[i, 0] = pe.vapor.density * (NAV * sigma**3)\n", - " rho_sat[i, 1] = pe.liquid.density * (NAV * sigma**3)\n", + " p_sat[i] = pe.liquid.pressure() / (epsilon_k * si.KB / sigma**3)\n", + " rho_sat[i, 0] = pe.vapor.density * (si.NAV * sigma**3)\n", + " rho_sat[i, 1] = pe.liquid.density * (si.NAV * sigma**3)\n", "\n", " pressure_ic = pe.vapor.pressure() * 1.03" ] @@ -167,7 +167,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "
" ] @@ -186,7 +186,7 @@ "ax[0].scatter(T_c_vrabec, p_c_vrabec, marker='o', color='tab:orange', label='critical point Vrabec et al. (2018)')\n", "ax[0].scatter(T_c, p_c, marker='o', color='tab:red', label='critical point Heier et al. (2018); unclear origin')\n", "ax[0].scatter(T_c_pets_heier, p_c_pets_heier, marker='o', color='tab:green', label='critical point PeTS Heier et al. (2018)')\n", - "ax[0].scatter(T_c_pets/epsilon_k, p_c_pets/(epsilon_k * KB / sigma**3), marker='x', color='tab:red', label='critical point this PeTS implementation')\n", + "ax[0].scatter(T_c_pets/epsilon_k, p_c_pets/(epsilon_k * si.KB / sigma**3), marker='x', color='tab:red', label='critical point this PeTS implementation')\n", "ax[0].set_title('Vapor-Liquid Coexistence - Vapor Pressure')\n", "ax[0].set_xlabel(r'$T* = \\frac{T}{\\frac{\\epsilon}{k_\\mathrm{B}}}$')\n", "ax[0].set_ylabel(r'$p* = \\frac{p}{\\frac{\\epsilon}{\\sigma^3}}$')\n", @@ -202,7 +202,7 @@ "ax[1].scatter(T_c, rho_c, marker='o', color='tab:red', label='critical point Heier et al. (2018); unclear origin')\n", "ax[1].scatter(T_c_vrabec, rho_c_vrabec, marker='o', color='tab:orange', label='critical point Vrabec et al. (2018)')\n", "ax[1].scatter(T_c_pets_heier, rho_c_pets_heier, marker='o', color='tab:green', label='critical point PeTS Heier et al. (2018)')\n", - "ax[1].scatter(T_c_pets/epsilon_k, rho_c_pets*NAV*sigma**3, marker='x', color='tab:red', label='critical point this PeTS implementation')\n", + "ax[1].scatter(T_c_pets/epsilon_k, rho_c_pets*si.NAV*sigma**3, marker='x', color='tab:red', label='critical point this PeTS implementation')\n", "ax[1].set_title('Vapor-Liquid Coexistence - Saturated Densities')\n", "ax[1].set_xlabel(r'$T* = \\frac{T}{\\frac{\\epsilon}{k_\\mathrm{B}}}$')\n", "ax[1].set_ylabel(r'$\\rho* = \\rho \\sigma^3$')\n", @@ -235,7 +235,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ "
" ] @@ -248,8 +248,8 @@ ], "source": [ "f, ax = plt.subplots(1, 2, figsize=(20,5))\n", - "ax[0].scatter(dia_p.liquid.molefracs[:,0], dia_p.liquid.pressure/(epsilon_k * KB / sigma**3), color='tab:red', marker='s')\n", - "ax[0].scatter(dia_p.vapor.molefracs[:,0], dia_p.vapor.pressure/(epsilon_k * KB / sigma**3), color='tab:blue', marker='x')\n", + "ax[0].scatter(dia_p.liquid.molefracs[:,0], dia_p.liquid.pressure/(epsilon_k * si.KB / sigma**3), color='tab:red', marker='s')\n", + "ax[0].scatter(dia_p.vapor.molefracs[:,0], dia_p.vapor.pressure/(epsilon_k * si.KB / sigma**3), color='tab:blue', marker='x')\n", "ax[0].set_xlim(0, 1)\n", "ax[0].set_ylim(0, 0.15)\n", "ax[0].set_xlabel(r'$x_1, x_2$')\n", @@ -267,7 +267,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -281,7 +281,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.6" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/examples/saftvrmie/validate_lafitte.ipynb b/examples/saftvrmie/validate_lafitte.ipynb index 648dbba9c..8ac0b1ff5 100644 --- a/examples/saftvrmie/validate_lafitte.ipynb +++ b/examples/saftvrmie/validate_lafitte.ipynb @@ -2,16 +2,16 @@ "cells": [ { "cell_type": "code", - "execution_count": 21, + "execution_count": 1, "id": "6150a26e-767d-4735-ba5a-ee097684c917", "metadata": {}, "outputs": [], "source": [ - "from feos.si import *\n", "from feos.eos import *\n", "from feos.dippr import Dippr\n", "from feos.saftvrmie import *\n", "\n", + "import si_units as si\n", "import numpy as np\n", "import pandas as pd\n", "import seaborn as sns\n", @@ -43,7 +43,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 2, "id": "315609a2-a2c6-4ba4-bca0-b0ed1b0d4232", "metadata": {}, "outputs": [], @@ -65,8 +65,8 @@ "]\n", "\n", "def sample_exponents(exponents, npoints):\n", - " to_reduced_density = MOL / METER**3 * NAV * ANGSTROM**3\n", - " to_reduced_pressure = PASCAL * ANGSTROM**3 / KB / KELVIN\n", + " to_reduced_density = si.MOL / si.METER**3 * si.NAV * si.ANGSTROM**3\n", + " to_reduced_pressure = si.PASCAL * si.ANGSTROM**3 / si.KB / si.KELVIN\n", " \n", " result = {}\n", " for (lr, la) in exponents:\n", @@ -84,7 +84,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 3, "id": "cd8fdba3-837c-48d2-b7c5-cb9e4cafbc74", "metadata": {}, "outputs": [ @@ -92,8 +92,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 166 ms, sys: 6.98 ms, total: 173 ms\n", - "Wall time: 178 ms\n" + "CPU times: user 233 ms, sys: 4.06 ms, total: 237 ms\n", + "Wall time: 235 ms\n" ] } ], @@ -105,18 +105,20 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 4, "id": "4e2f7f34-38ab-47d2-8273-862a264cbe72", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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CQ0NJTEy85dcUQgghhLD54qthw4a4u7uzb9++wm2ZmZlERUURFhZ2y9c9c+YMaWlp3HXXXcX27dixg1atWnHp0qXCbWazmejoaOlyFEIIIcRtsfluR71ez7Bhw/j000/x9fWlevXqTJs2jaCgIHr27InFYiE1NRUPD48i3ZI3ExUVhaOjI3Xq1Cm2r3Xr1vj4+PDaa6/x5ptv4ujoyJdffkl6ejqPP/54Gd6dEEIIIe40Nt/yBTB+/HgefPBBJk+ezCOPPIJOp2PRokU4OjoSHx/PPffcw4YNG0p1zeTkZLy8vNBqi38J3N3dWbp0KVWqVGHUqFE8/PDDpKens3z58msufyOEEEIIUVIaRVEUtUPcCa4OuL/RoHwhhBBC2JbyeP+2i5YvIYQQQojKQoovIYQQQogKJMWXEEIIIUQFkuJLCCGEEKICSfElhBBCCFGBpPgS5WrBggUMHz68yLatW7cyePBgWrVqRbdu3fj444/Jy8u76bV++ukn+vbtS7Nmzbjvvvv47bffyiu2EEIIUW6k+BLlZsWKFcycObPItsjISJ577jl69OjB2rVrefvtt9mwYcN118u86ueff2bSpEk89thjrF+/nn79+vHSSy9x6NChcrwDIYQQouzZ/Az3dzpFUcg3WVR7fUe9Do1GU6pzEhMTefvtt9m3bx+1atUqsm/VqlW0b9+eZ555BoBatWoxYcIEJk+ezNSpU9Hr9cWupygKn3/+OSNGjOCxxx4DYOzYsURGRrJ//35atWp1azcnhBBCqECKLxumKArzZv1FzIU01TLUqu3D2OfvKlUBdvz4cRwdHfnll1+YO3culy9fLtz35JNPFltVQKvVkp+fT3Z2Nr6+vsWud/78eS5fvlxsEfRFixaV8m6EEEII9UnxZeNK2ehkE7p160a3bt2uua9x48ZF/p2fn8/SpUtp2rTpNQsvKCi+AHJzcxk1ahRRUVEEBwczduzY676OEEIIYauk+LJhGo2Gsc/fZXfdjiVlNpt59dVXOX36NCtWrLjucdnZ2QC89tprPPfcc7zyyiv88ccfjBs3jiVLltCxY8dyySeEEEKUBym+bJxGo0HvVPn+m7Kzs3nxxRfZv38/c+bMoXnz5gBMmTKFdevWFR739NNPExISAsCoUaMYOHAgAI0aNSIqKkqKLyGEEHan8r2rC5uXlJTEU089xeXLl1m0aBFhYWGF+1544QVGjRpV+G8vLy/Onj0LQP369Ytcp27dumzbtq1CMgshhBBlRYovUaEyMjIYOXIk2dnZrFixggYNGhTZ7+fnh5+fX5FtTZo0wc3NjSNHjtC2bdvC7adOnSpsFRNCCCHshRRfokJ9+OGHXLp0iYULF+Lr60tycnLhPl9fX3Q6XbFznJ2dGT16NHPnziUwMJDmzZuzfv16du/ezdKlSyswvRBCCHH7pPgSFcZisbBhwwby8/MZOXJksf1btmwhODj4mueOGzcOFxcXZsyYQWJiIqGhocyePZv27duXd2whhBCiTGkURVHUDnEnCA8PBwoKDCGEEELYh/J4/5blhYQQQgghKpAUX0IIIYQQFUiKLyGEEEKICiTFlxBCCCFEBZLiSwghhBCiAknxJYQQQghRgaT4EkIIIYSoQFJ8CSGEEEJUICm+hBBCCCEqkBRfolwtWLCA4cOHF9k2efJkGjRoUORPt27dbnqt7du3M2jQIJo1a0b37t1ZsWJFecUWQgghyo2s7SjKzYoVK5g5cyZt27Ytsv3kyZM888wzDBs2rHDbtRbU/rf9+/czduxYnnnmGWbOnMm+fft4++238fHxoW/fvuWSXwghhCgPUnyJMpeYmMjbb7/Nvn37qFWrVpF9iqJw5swZxowZg7+/f4mvOXv2bLp378748eMBCAkJ4dChQ0RGRkrxJYQQwq5I8WXjFEVBMeSr9voaF0c0Gk2pzjl+/DiOjo788ssvzJ07l8uXLxfuu3jxIrm5udSpU6fE1zMYDERGRjJr1qwi2z/44INS5RJCCCFsgRRfNkxRFFKHrST/UJxqGRxbV8d32SOlKsC6det23TFcp06dAmDZsmXs2LEDrVZL586dmTBhAh4eHtc8JyYmBqvVik6nY/z48URERBAQEMCwYcMYMmRI6W9KCCGEUJEMuLd1pWx1snWnTp1Cq9USEBDAF198weuvv86uXbsYN24cVqv1mudkZ2cDMGXKFNq2bcvixYsZOHAgU6dOZfXq1RUZXwghhLht0vJlwzQaDb7LHrG7bscbGTt2LI8++ig+Pj4A1K9fH39/fx566CGOHTvGnj17WLBgQeHx999/P4MHDwagf//+jBgxAoBGjRoRExPD0qVLpfVLCCGEXZHiy8ZpNBo0rnq1Y5QZrVZbWHhdVa9ePQASEhIYOnQoffr0Kdzn7u6O2WwGCgq1f6tbty5r1qwp58RCCCFE2bKLbker1cqsWbPo1KkTLVu25KmnnuLSpUslOm/06NHMnj272L6ePXsWm2vq9ddfL9yflpbGyy+/TFhYGO3atWPq1KkYDIYyva870auvvsrjjz9eZNuxY8eAgmLK29ubmjVrFv7x8/MjMDCQkJAQjhw5UuS8U6dOERISUlHRhRBCiDJhFy1f8+bNY+XKlXz00UcEBQUxbdo0Ro8ezbp169Drr90qZDKZmDJlCjt37qRFixZF9uXm5nLp0iUWLFhAkyZNCrc7OzsX/n38+PEYDAaWLl1KZmYmkyZNIjc3l48//rh8bvIO0atXL8aNG8ecOXN44IEHOH/+PO+++y79+vUjNDT0uuc999xzvPnmm4SGhtK5c2d2797Njz/+yP/+978KTC+EEELcPpsvvkwmE4sXL+aVV16ha9euAMyYMYNOnTqxceNG+vXrV+ycgwcPMmXKFPLy8vD09Cy2/8yZM1itVlq1aoWXl1ex/YcOHWL//v1s2LChsCB49913GT16NC+99BKBgYFle5N3kPDwcGbOnMmXX37JV199hYeHB/fffz8vvvjiDc/r378/UDBj/ocffkj16tV5++23GTBgQPmHFkIIIcqQzRdf0dHR5OTk0LFjx8Jtnp6eNG7cmIiIiGsWX9u3b6dTp048++yzPPDAA8X2nzx5kipVqlyz8AKIjIzE39+/SEtMu3bt0Gg0HDhwQCb1LIWPPvqo2LY+ffoUGddVUv379y8swoQQQgh7ZfPFV0JCAgBVq1Ytsj0gIKBw339NmDDhhtc8efIkrq6ujB8/noMHD+Lj48PgwYMZMWIEWq2WxMTEYq+n1+vx9vYmPj7+utcNDw+/7r74+Phi1xRCCCHEncfmB9xfHeT+37FdTk5OGI3GW7rm6dOnyczMpFevXixatIhHHnmEzz//vHBgvsFguOZYstt5TSGEEEIIsIOWr6uD4E0mU5EB8UajERcXl1u65ldffYXRaCycUb1BgwZkZ2czf/58nn/+eZydnTGZTMXOMxqNuLq6Xve6W7Zsue6+G7WKCSGEEOLOYfMtX1e76pKSkopsT0pKuuWB73q9vthSNvXr1yc3N5eMjAyCgoKKvZ7JZCI9PZ2AgIBbek0hhBBCCLCD4qthw4a4u7uzb9++wm2ZmZlERUURFhZW6uspikL37t2ZM2dOke3Hjh3D398fHx8fwsLCSEhIICYmpnD//v37AWjTps0t3okQQgghhB10O+r1eoYNG8ann36Kr68v1atXZ9q0aQQFBdGzZ08sFgupqal4eHgU6Za8Ho1GQ48ePVi0aBF16tShadOm7Nmzh4ULFzJp0iQAWrRoQevWrZkwYQLvvPMOubm5TJkyhQEDBsg0E0IIIYS4LTZffEHBhKdms5nJkyeTl5dHWFgYixYtwtHRkdjYWMLDw/nwww8ZNGhQia738ssv4+7uzvTp00lISCA4OJhJkybx0EMPAQUF2pw5c5g6dSojR47EycmJ3r1788Ybb5TnbQohhBCVhjkzicRFo/BoPxTPux5TO45N0SiKoqgd4k5wdcD9jQblCyGEEJVF8revkPbHDDw6DKXqMyvUjnPLyuP92+bHfAkhhBDCvlgNWWTsWASAR0dp9fovKb6EEEIIUaYydi7BasjEMagBbs16qx3H5kjxJcpceno6U6ZMoXPnzrRu3ZpHHnmEyMjIwv179uxh0KBBtGjRgt69e7N+/foSXfenn36ib9++NGvWjPvuu4/ffvutvG5BCCHELVKsFtI3zQLAp+d4NFopNf5LviKizL300kscOnSI6dOn8+OPP9KoUSNGjRrFuXPnOHv2LE8//TSdOnVizZo1DBkyhFdffZU9e/bc8Jo///wzkyZN4rHHHmP9+vX069ev8HWEEELYjuxDv5CffB6tmy+ed49QO45NsounHYX9iImJYffu3axcubJwTrS33nqLnTt3sm7dOlJSUmjQoEHh+puhoaFERUWxcOHCIoun/5uiKHz++eeMGDGCxx4rGDswduxYIiMj2b9/P61ataqYmxNCCHFT6X/MBMD73jFona6/KsydTIovG6coCiaLQbXX1+tc0Gg0JT7ex8eHL7/8kmbNmhVu02g0aDQaMjMziYyMpHv37kXO6dChA++//z6Kolzztc6fP8/ly5e5//77i2xftGhRKe9GCCFEeco7H4nh1C7QOeAVPk7tODZLii8bpigK0zYP5uyVA6plCK3SlondfyhxAebp6UmXLl2KbPvjjz+IiYnhzTffZO3atQQFBRXZHxAQgMFgIC0tDV9f32LXPH/+PAC5ubmMGjWKqKgogoODGTt2LN26dbvFOxNCCFHW0v5p9fJo9xCOPtXVDWPDZMyXzSt5q5MtOnjwIG+88QY9e/aka9eu5OXlodfrixxz9d/XWswcIDs7G4DXXnuNfv36sXjxYu6++27GjRt307FiQgghKkZ+yiWy9n8PgE+vF9UNY+Ok5cuGaTQaJnb/wa66Hf9t8+bNvPLKK7Ru3ZpPP/0UACcnp2JF1tV/u7i4MGXKFNatW1e47+mnnyYkJASAUaNGMXDgQAAaNWpEVFQUS5Ysue5YMSGEEBUnfdMssFpwaXQvzrVkHeQbkeLLxmk0Gpwc7G/A4vLly3n//ffp3bs3H3/8cWHrVtWqVUlKSipybFJSEq6urnh4ePDCCy8watSown1eXl6cPXsWgPr16xc5r27dumzbtq18b0QIIcRNWXIzyNj2FQA+vV9SOY3tk+JLlLmVK1fy3nvvMXz4cCZNmlSk5axt27bs37+/yPF79+6ldevWaLVa/Pz88PPzK7K/SZMmuLm5ceTIEdq2bVu4/dSpU4WtYkIIIdSTsX0h1rws9NUay6SqJSDFlyhT58+f54MPPqBHjx48/fTTXLlypXCfs7Mzw4cPZ+DAgXz66acMHDiQ7du38/vvv7Nw4cLrXtPZ2ZnRo0czd+5cAgMDad68OevXr2f37t0sXbq0Au5KCCHE9Sjm/P+fVLX3BJlUtQSk+BJl6o8//iA/P59NmzaxadOmIvsGDhzIRx99xLx585g2bRpff/01wcHBTJs27abjtsaNG4eLiwszZswgMTGR0NBQZs+eTfv27cvzdoQQQtxE1v7vMafGovMMlHUcS0ijKIqidog7QXmsii6EEEKoSVEULr7dFuPFw/gN/h9+97+hdqQyVx7v39I2KIQQQohbYjixFePFw2j0rnjf+7TaceyGFF9CCCGEuCWpv30GgFfnJ9G5F58kW1ybFF9CCCGEKDVj7N/kHvsDNFq8e76gdhy7IsWXEEIIIUot7ffpALi3HYQ+oI7KaeyLFF9CCCGEKBVzWhyZe1YCMqnqrZDiSwghhBClkrZ5DljycanfCZdQmfKntKT4EkIIIUSJWQ1ZZPy5AACfPtLqdSuk+BJCCCFEiWXsXII1Nx3HoPq4teindhy7JMWXEEIIIUpEMecXDrT36fWiLCV0i+SrJspcSkoKEydOpEOHDrRq1YoxY8Zw9uzZwv1JSUm89NJLtG3blvbt2/Pyyy+Tmpp60+sePXqUxx57jObNm9OlSxdmzZqF1Wotz1sRQgjxL5l7V2JOvYTOKwjPu0eqHcduSfElytyzzz5LTEwMX375JT/88APOzs48/vjjGAwGTCYTTz75JHFxcXzzzTd8+eWXREdH89prr93wmufPn2fEiBGEhobyyy+/8Oabb7J06VIWLVpUQXclhBB3NsVqJW3DNKCg1Uurd1Y5kf2ShbVFmcrIyKB69eo8/fTT1K9fHyhYFLt///6cPn2aM2fOcPnyZTZt2kSVKlUAeP3115k6dSrZ2dm4u7tf87oLFiygbt26TJ06FY1GQ61atTh58iQHDx6ssHsTQog7Wc6hXzDFnUDr4oWXLCV0W6T4snGKoqBYclV7fY3OFY1GU+Ljvby8+Oyzzwr/nZqaytKlSwkKCqJu3bosXbqUDh06FBZeAJ06dWLz5s03vO6uXbsYPXp0kSzjx48vxZ0IIYS4VYqikLr+YwC8w8eic/FUOZF9k+LLhimKQsq2zuSn/KVaBke/u/Hrur1UBdhVb731Ft9//z16vZ758+fj6urK+fPnadu2LXPnzuWnn37CbDZzzz33MHHiRDw9r/3DnJ2dTXJyMh4eHrz55pvs2LEDT09PBgwYwKhRo9DpdLd7m0IIcVssFiv5+RacnR3VjlIuDNHbyTu3H42jM9495IPv7ZIxXzav9EWPrRg5ciQ//vgj/fr149lnn+X48eNkZ2fz008/cfLkST777DPeffddDhw4wLhx41AU5ZrXyc7OBuDjjz+mWrVqfPXVV4wePZoFCxYwe/bsirwlIYS4ph9WHeXdtzaRnJStdpRykbr+IwA8Oz2Bg1egymnsn7R82TCNRoNf1+121e34b3Xr1gXg/fff58iRIyxfvhwHBwdcXV357LPPcHQs+ITo5eXFkCFDOHbsGBcuXODtt98uvEabNm346KOCH/q77rqL5557DoBGjRqRmprK3LlzeeGFF245oxBC3K6UKzkcPBCLooBWW/l+F+VdOEju35tAq8O3z8tqx6kUpPiycRqNBo2Dm9oxSiw1NZU9e/bQq1cvHBwKvr20Wi1169YlKSmJoKAgFEUpLLwA6tWrB0BsbCzdunWjRYsWhfucnZ3x8fHBycmpcAD/v8/Lzc0lNTUVPz+/Crg7IYQobs9fMSgK1G/gj18V+/l9XVJXx3p5tH8YR//aKqepHKTbUZSpK1eu8NJLL7Fnz57Cbfn5+URFRREaGkpYWBjR0dHk5eUV7j916hQANWvWxN3dnZo1axb+CQwMRKfT0bp1a44cOVLktU6ePImnpyfe3t4Vcm9CCPFfJpOFiH2XALjrnlrqhikHpoTTZEf+CIBv31dVTlN5SPElylT9+vXp3Lkz//vf/4iIiODUqVO8/vrrZGZm8vjjjzN06FB0Oh0vv/wyp0+f5sCBA0yePJn27dvTpEmT61537Nix7Ny5k9mzZ3Px4kU2bNjAl19+yciRI2XAvRBCNYcPXsaQm4+PrwsNGweoHafMpW6YBoqCW4v7cKrRTO04lYYUX6LMTZ8+nY4dOzJhwgSGDBlCeno6K1asoFq1avj6+rJixQrMZjNDhgxh7NixNGvWjDlz5tzwmu3bt2fBggX8+eef9O3bl2nTpjFmzBjGjRtXQXclhBBFKYrC7p0XgIJWr8o23is/7TKZu78BwLffjSfCFqWjUa73iJkoU+Hh4QBs2bJF5SRCCCHKwvlzqcyf/RcOjlomv90dVze92pHKVPKqiaT9Ph2X+p2o8eY2teOopjzev+2m5ctqtTJr1iw6depEy5Yteeqpp7h06VKJzhs9enSxKQmsVisLFy6kV69etGzZkvvuu4/Vq1cXOWb+/Pk0aNCg2B8hhBDir10XAGjVunqlK7ws2amkb/sSAJ/7ZKxXWbObpx3nzZvHypUr+eijjwgKCmLatGmMHj2adevWoddf+5veZDIxZcoUdu7cWeQJOihYrmbx4sVMnTqVpk2bsmfPHt555x0cHR0ZMGAAUDCgu3///kycOLG8b08IIYQdycjI49iReKByDrRP3zIXJS8bfY3muDXvo3acSscuWr5MJhOLFy9m/PjxdO3alYYNGzJjxgwSEhLYuHHjNc85ePAggwYNIjIy8pozp3/77bc8+eST9O3bl5CQEB5++GH69+9fpPXr1KlTNG7cGH9//yJ/hBBC3Nn27YnBalWoVduH6sFeascpUxZDJmkbPwfA977XZB7FcmAXLV/R0dHk5OTQsWPHwm2enp40btyYiIgI+vXrV+yc7du306lTJ5599lkeeOCBIvusVisff/wxtWsXna9Eq9WSmZkJFBR8Fy5coE6dOiXOebVf+Fri4+OpWrVqia8lhBDCNpnNVvb9dRGAuzpVvnmvMrbMx5qThmNQAzzaDVE7TqVkF8VXQkICQLHiJSAgoHDff02YMOG619NqtUUKOYC4uDjWr1/P0KFDAThz5gwWi4U//viD999/H6PRSFhYGBMnTiQgoPI9TiyEEKJkjh2NJyvLiIenE02bBakdp0xZjTmk/TEdAL/730Cjlal8yoNdFF8GgwGg2NguJycnMjIybvv6V65c4amnnsLPz4+xY8cC/z/xp4uLC59//jkpKSlMnz6dESNG8NNPP+Hs7FzsOjd6EuJGrWJCCCHsx1//TC/RoWNNHBzsYvROiaVvXYAl6wqOAaF4dHhE7TiVll0UX1cLHZPJVKToMRqNuLi43Na1z507x5gxY7BYLHzzzTeF48MGDBhA586d8fX1LTy2Xr16dO7cma1bt9K3b9/bel0hhBD2J/ZSBjEX0tBqNbTvGKJ2nDJlNRlI++1TAHz7vY5GZxclgl2yi5L9andjUlJSke1JSUkEBt766uoHDhxg6NChuLi4sGrVKmrUqFFk/78LLyjo5vT29r5uV6cQQojKbc/uCwA0a1EVT6/iPSD2LGP7QiyZiTj41cTzruFqx6nU7KL4atiwIe7u7uzbt69wW2ZmJlFRUYSFhd3SNY8ePcro0aOpV68eK1asKFbEzZgxg169evHvOWhjY2NJS0ujbt26t3YjQggh7FZ2lpFDBy4DcHclm17Casojdf0nQMFs9hoHR5UTVW52UXzp9XqGDRvGp59+ypYtW4iOjmbChAkEBQXRs2dPLBYLycnJRRZrvhGz2cwrr7yCn58fH330EUajkeTkZJKTk0lNTQWgR48eXL58mXfeeYfz588TERHB888/T+vWrenUqVN53q4QQggbtHdPDGazleAaXtSs7aN2nDKVuWsJlvQ4HHyD8bzncbXjVHp206E7fvx4zGYzkydPJi8vj7CwMBYtWoSjoyOxsbGEh4fz4YcfMmjQoJte6+jRo8TExADQvXv3IvuqV6/O1q1badq0KV999RWff/45gwYNQq/XEx4ezmuvyZwnQghxpzGbLfy1q+B9o1OXOpXqfUAxmwpbvXz6TETr6KRyospP1nasILK2oxBC2K/I/Zf4/tsjeHk58/pb3dDp7KLjqEQyti8icckYdF5B1J52Bq3+9h5kq2zu6LUdhRBCCDUoisLO7eeBgqWEKlPhpVjMpP76EQC+fV6RwquCVJ7vICGEEKIcnD2TQnxcJo56XaWbXiJr70ryk8+h8/DH694xase5Y0jxJYQQQtzA1VavtmHBuLrpb3K0/VCsFlLWfQiAT++X0Dq5qZzoziHFlxBCCHEdycnZREclAnB358q1jmPWvu/ITziF1s0X725j1Y5zR5HiSwghhLiO3TvOoyjQsHEAAQHuascpM4rFTMpP7wLg0+tFtC4eKie6s0jxJYQQoswoioLhp7/J/6e1yJ7l5pqI2B8LFEwvUZlk7llBfuJptO5++PQYr3acO44UX0IIIcqMcesZMt78jcwP7H9anf17LpJvslC1mgd16/mpHafMKOZ8Un/+HwC+fSdKq5cKpPgSQghRZnK/PwKAvlV1lZPcHovFyu5dFwC4p3PlmlQ1Y9fSgiccPQPwDh+ndpw7khRfQgghyoQlLhPTroInA10GN1c5ze05diSejPQ83N31tGxdTe04ZcaabyT1l/cB8L3vdXnCUSVSfAkhhCgTuWuOgQL69iE41LLftQ//Palqx7tr4eioUzlR2cncvghz6iV03tXwuvdptePcsaT4EkIIcdsUixXDmmMAuDxo361e58+lculiOg4OWjreXVPtOGXGajKQ8mvBvF5+97+JVu+scqI7lxRfQgghbptx13msCVlovJxx7l5P7Ti3ZdvWswC0bVcDd4/Ks8h0xp9fYkmPw8EvBM/OT6od544mxZcQQojbZlh9FACX/k3QODmonObWJcRnEh2VhEYDnbtWnuklrMYcUtcXrOHo98AktI6Vp6i0R1J8CSGEuC2WhCyM2wpai1ztvMtx+9ZzADRtXpUq/pVnMHr6lnlYMpNw9K+D590j1Y5zx5PiSwghxG3JXX0ErAqObYNxqFtF7Ti3LD3NwKGDlwHo2i1U5TRlx2rIInXDNAB8+09G4+CociIhxZcQQohbpuRbMPxQ0OXoOrSlumFu084d57FaFULr+lEjxFvtOGUmbdMsrNkpOAbVx7PjY2rHEUjxJYQQ4jYY/zyDNTkHrZ8rzt3rqx3nluXmmti3JwaoXK1elpx00n6fDoDfgClodPY7Hq8ykeJLCCHELctddRgomFRVo7ff+bD27o7BZLQQVNWD+g391Y5TZtJ++xRrbjr66k3waPeQ2nHEP6T4EkIIcUvMF1Ix7b0IGnAdYr8D7fPzLezaUTCpatduoZVmKSFzejxpG2cCUGXwe2i09lscVzZSfAkhhLglud8dBsCpSyi66l7qhrkNByJiyc424e3jQotWlWcpoZRf/odiMuBctyNurR5QO474Fym+hBBClJpiyMew9m8AXB9uqW6Y22C1KuzYVjC9ROcutdHpKsfboinxDBnbFwJQZcgHlaY1r7KoHN9lQgghKpTht2iUTCO66l7o76mldpxbdvxYAleSc3BxdSSsQ4jaccpMyo9vgcWMW/M+uDborHYc8R9SfAkhhCg1wz9dji4Pt0Bjp61FiqIULiV01921cLLjmfn/Le/CQbL2fw8aDVWGfKB2HHEN9vkTI4QQQjX5xxPIP5YAjjpcBzVTO84tO3M6pWABbUctd3eqpXacMnPlhzcB8OjwCE417PdBiMpMii8hhBClcnV6Ceee9dH6uqob5jZs3XQagPYdQirNAtq5UVvJ/XsT6BzxGzhV7TjiOqT4EkIIUWLWzDwM608A9j2j/YVzqZw9k4JOp6HLvZVjUlVFUUheXdDq5d11DPqAyrMweGUjxZcQQlSgvPwcYlKPqR3jlhnW/g15ZhzqVcGxdXW149yyLZsLWr3ahNXA28dF5TRlIztyDcbzEWic3PB9YJLaccQNSPElhBAV6Ot9r/DBH/04lbRP7Silplis5K44CIDrY63tdvqC2EvpnDyRjFar4d7wStLqZTFz5ce3APDp/RIOXoEqJxI3IsWXEEJUkPTcRA7F/g6Ap3MVldOUnnH7OSyxGWi8nHG5v7HacW7Z1k1nAGjZuhp+VdxUTlM2MnctJT/hJDqPKvj0fkntOOImpPgSQogKsvfCGhTFSmiVNgR52l+LS+6yA0DBUkIaF0eV09yahPhM/j6WgEYD93avq3acMmE1GUj56V0AfPu9ic7FU+VE4mak+BJCiAqgKAp/nVsNwF117G+B4/xTyZj2XQSdBtehrdSOc8u2bi5o9WravCqBgR4qpykbab/PwJx2GQe/ELzufVrtOKIESlV87d2795p/F0IIcWPnrhwgMessep0LbUP6qR2n1HKXF4z1cgqvh66afbasJCdlc+RQHADhPSpHq5c5PYHUDR8DUOXB99HqnVVOJEqiVNP5njlzhqSkJHQ6HWlpaXTo0KG8cgkhRKXy1/mCVq82Iffh7OiucprSsablYlgXBYDb8DYqp7l1f245i6JAo8YBVLPjhcD/LeWnqSh52TjVDsOj/VC144gSKnHLV0REBPXq1WPlypUsX76c+vXrExERUZ7ZhBCiUjCac4mIWQfAXXWGqJym9HJXHwWjGYfGgXY7vURqai4HI2MB6Najnsppyobx8vHCxbMDHvkUjVZGEtmLEv9PxcbGEhcXR15eHnl5ecTFxREbG1ue2QpZrVZmzZpFp06daNmyJU899RSXLl0q0XmjR49m9uzZxfb99ttv9O3bl+bNmzNgwAD27NlTZH9aWhovv/wyYWFhtGvXjqlTp2IwGMrsnoQQd46DFzdgNOfg716Tev7t1Y5TKkq+hdxvDwHgNtx+p5fYvvUsVqtCvfpVqFnLR+04ZSL5u1dBseLeZiAu9e9RO44ohRIXXwMHDsTJyYlBgwYxaNAg9Ho9AwcOLM9shebNm8fKlSt57733WLVqVWFRZTKZrnuOyWTizTffZOfOncX27d27l4kTJzJ06FDWrl1Lx44dGTNmDGfPni08Zvz48cTExLB06VI+//xztm/fzjvvvFMetyeEqOSudjl2rP2g3RUveZtPY03MRuvninOfhmrHuSUZGXlE7Cv4wF5ZWr1y/t5E7tHfQedAlSEfqh1HlFKp2iitVivDhw/nsccew2q1llemIkwmE4sXL2b8+PF07dqVhg0bMmPGDBISEti4ceM1zzl48CCDBg0iMjIST8/iA0O/+uorunfvzogRIwgNDeW1116jSZMmfP311wAcOnSI/fv38/HHH9OkSRM6duzIu+++y88//0xiYmK53q8QonJJzorhVNJeNGjoWPtBteOU2tXpJVweaoFGX6phwjbjz81nMJut1KrtS51QX7Xj3DbFaiF51UQAvLuNQx9UOQpKW2W2Wsr8mqX6SerXr+AJHY1GU/j38hYdHU1OTg4dO3Ys3Obp6Unjxo2JiIi4Zo7t27fTqVMnnn32WR544IEi+6xWKwcPHuT1118vsr19+/aFxVxkZCT+/v6Ehv7/PDzt2rVDo9Fw4MAB+vbte82s4eHh172P+Ph4qlatevMbFkJUKldbvRoFdcbXrZrKaUon/1g8+YfjwEFrt+s4pqcZ2LfnIgA9+9S3u5bHa8ncuRRT7DG0rt749X9L7TiVmsVqJSUvh0DXsn3C1+Y/xiQkJAAUK1wCAgIK9/3XhAkTrnu9zMxMcnNzCQoKuu71EhMTi72eXq/H29ub+Pj4Ut+DEOLOZLVa2HP+B8A+B9rn/NPq5dynITp/+3pC86qtm89gsVipU9ePuvXsb1WB/7LmZXNlzRQA/B6YjM7d/lvybNmSE39htJjL/Lo2X3xdHeSu1+uLbHdyciIjI6PU18vLy7vu9YxGY+Fr/nf/f4+5li1btlx3341axYQQlVN04m7ScuNx1XvRMriH2nFKxRKfSd7vJwH7nV4iNTWXiH3/tHr1rq9ymrKR+ttnWDIScPSvg1f4OLXjVGrnM6/w0YE/KI+20jIpvrZv3866detISEjAxcWFBg0a0LNnT5o3b37b13Z2LpgwzmQyFf4dwGg04uJS+pXonZycCq/3b/++nrOz8zUH8xuNRlxdXUv9mkKIO9POs98C0K5mfxx19jX5Zc6yA2C2om9XA8emQTc/wQZt3XQai6XgCcc6oX5qx7lt5rQ40n77FIAqD32I1tFJ5USVl1Wx8squH8mz5OPjUPZLad32pCBLly7lmWeeYfPmzeTm5pKSksKyZct4+OGHGTNmDMnJybd1/avdf0lJSUW2JyUlERhY+lXbvb29cXV1veH1goKCiu03mUykp6cTEBBQ6tcUQtx5MgxJHI4tGEfaKfRRldOUjjXLiGH1UQDcnmincppbk3Ilh8j9BdMh9agkrV5X1ryFYsrFud7duLcdrHacSu3rE3vZl3geVwc9vs5lv/j6bRdf33zzDY0aNWLr1q2sWbOGNWvWEBERwVtvvcXp06cZMmTIbT0h2LBhQ9zd3dm3b1/htszMTKKioggLCyv19TQaDa1bt2b//v1Ftu/bt4+2bdsCEBYWRkJCAjExMYX7rx7fpo19Nr8LISrW7nPfY1XM1KnSmmCfRmrHKRXD90dQckw4hPqh71Rb7Ti3ZMum01itCg0a+lOrtv2Pi8q7cIDMXQVP5PsPnVYpHhywVTFZKXxw4DcA3mzbBwdN2U9ee9tXTElJ4cEHH8TX9/+/ufV6PY8++ig//vgjGo2GTz755Javr9frGTZsGJ9++ilbtmwhOjqaCRMmEBQURM+ePbFYLCQnJxeO5SqJJ554gvXr17NkyRLOnj3LJ598wokTJxg5ciQALVq0oHXr1kyYMIGjR4+yd+9epkyZwoABA26ptU0IcWexWi3s+qfLsXPdYSqnKR3FZCFnecFAe9cnwtBo7e9NPjk5mwMRlafVS1EUkpa/CIqCR4dHcAm1r4l67cnV7kaDOZ8OQbUZ0bB8vta3XXzVrl2blJSUa+7z9fXlkUceYceOHbf1GuPHj+fBBx9k8uTJPPLII+h0OhYtWoSjoyPx8fHcc889bNiwocTXu+eee/jggw/49ttvGThwIHv37uWLL74onFpCo9EwZ84cgoODGTlyJC+++CKdO3eWSVaFECUSlbCDlJxYXPVetKlxn9pxSiXvtxMFk6r6u+HSz75a7K7asvE0igINGwcQUtP+Z7PP2rOSvDN/oXFyo8rDH6sdp1JbHPUXexLO4eLgyKd3P4i2HFq9oAwG3I8ePZr33nuP+++/n1q1ahXb7+LictvNozqdjokTJzJx4sRi+4KDgzl58uR1z926des1tw8YMIABAwZc9zw/Pz9mzZpV6qxCCLHjzEqgYEZ7vYP9DLRXFIWcJQVr9roOa2OXk6omJWZz6MBloHI84WjNyyb5+4J5Kf3ufxNHH/tcW9MenElP4sMDvwPwVth91PIsv4c0brukW7x4MTqdjiFDhvDVV18VGd918eJFVqxYQe/evW/3ZYQQwi6k5cZzNG4zAJ1CH1E5TemYdl3AfOoKGldHXB9uoXacW7J54ykUBZo0DSS4hrfacW5b6q8fYkmPw9G/Dt49X1Q7TqVltlp4Yef3GC1mulSrx/AG5du1e9sfawICAsjIyCAtLY3PPvuM6dOn4+XlhU6nIzU1lQYNGvDQQw+Rn5+Po2PZP64phBC2ZNfZ71AUK/X821PVy76WfclZUvBgkcuDzdF62k+L3VUJ8ZkcORQHVI6xXqbEM6T9Ph0A/0c/Q6u3v/8TezHn6DaOXInFU+/MtHvKfw3W2y6+vvjiCwBycnI4c+YMp06dKvxz+vRpoqOjGTJkCDqdjuDgYEJDQ6lbt+4NZ6EXQgh7ZLGa2X1uFQCd6z6mcprSyY9KxLT3Iug0djup6h8bTqIo0Kx5ENWqe6kd57Ylr3oFxWzCtWkP3Frer3acSuvYlcvMPFwwSfr/OvSnmlv5f++UWYe+m5sbLVq0oEWLok3VKSkpxQqyPXv2SPElhKh0/o77k7TceNydfGlVw76GW1wd6+XcuyE6OyxcLpxP5fjfiWi1Gnrd11DtOLct59gf5BxaBzoH/B+dIVNLlJM8cz4v7PwOs2Klb82mDKzTskJet9xHU/r5+dGxY8ciC2MLIURltOPsCgDuqj0ER539zD5uuZxB3u/RALg9Ufr5E9WmKAq//VqQv227YAIC7HMdyqsUs4mkFQUNFN7dn8Opmn0+dWoPph3axKn0JKo4u/PhXQMqrMgtn2cohRB3PGt+FqaUvWrHqDApObEcj9sGQKe69jWjfc7i/WBR0HesiWNj+5vL8GR0MufPpeLgoKV7L/sf65W+eS75CSfReQbg13+K2nEqrX0J5/ny750AfHL3IPycK65ol+JLCFEuMg89R8qfd2NM3KR2lAqx7fQyFBQaBd5DgEctteOUmCU5m9wfjwHg9nQHldOUntX6/61ed3Wqhbd36df8tSXmjERSfn4XgCqD/4fO1f66gO1Bdr6RCTtXo6DwcL029AxpXKGvL8WXEKLMKZY88i6vBUCrt/+lXW7GZM5j99mCgfb31n9c3TCllPt1JJgsOLashj6shtpxSu3IoTji4zJxdnbg3vC6ase5bVd+mITVkIlT7bZ4dnpC7TiV1pS9v3AxO5Xqbt68067iH2aQ4ksIUeaMSX+iWHLQOlfDwbu12nHK3f6Yn8gxpePnFkyzat3UjlNi1nQDuasOAwWtXvY2qNtstvLHbwWTbHfpFoqbm17lRLfHcPovMncuASDgsZlotPIWXR5+PX+U788cQKvRMKvzw3ioMIWH/M8KIcqcMf5XAJyr9bO7N/TSUhSFP08VLHjctd4ItFqdyolKLmf5QZTcfBwa+OPUuY7acUpt/96LpKbk4u7hRKfO9rkA+FWKxUziN88C4NnpcVzqykNq5SEuO53X/loDwLPNutI+SJ3vGym+hBBlSlEU8v4pvpyqVv65ic4kRxCbHoWjzpm76zysdpwSs+aYyF1+EAC3MfbX6mUymtm88TQA3XvWQ+9kf0sh/Vv65jmYLh1F6+aL/0OyfmN5sCpWXtz5PRmmPFpUCealVt1VyyLFlxCiTJnTD2M1xKLRueIUYD9dcLdq66mCbqL2tQbi5uStbphSMKw6jJKZh662L8497e8JwV07zpOdZcTXz5V2HULUjnNb8tMuc2Xt2wBUGfIBOo8qKieqnBb8vZO//lk0e3bnoTiq2EotxZcQokzlxa8DQB/YA42uci+HkpoTx+HYPwDoZkcD7RWjmZylBZOquo1uj0ZnX28FOTkmtm09C0CvPg1wcLCv/P+VvPIllLxsnEM74NV5lNpxKqVjVy7zycGNALzb/gHqeKlb4Nr3d6wQwubkXf4JAOeq/dQNUgF2nFmOVbFQP6AD1b3tZ1Z1w5pjWFNy0Vb1xKWf/U3guWXjafLyzFSt5kGLVtXUjnNbco79QXbED6DREjBirgyyLwcGs4nndqwi32qhd0gThtZrq3YkKb6EEGXHnHUac8YR0OhwrtZf7TjlKt+Sx86z3wL2Nb2Ekm8he1HBAtpuo8LQONrPAwIAV5Jz2LP7AgD33d8Yrda+xqr9m9WUR9Ly8QB493ge55ot1Q1USb0XsYGzGckEunoy7e5BNjG+UYovIUSZyYv9AQB9QDe0Tn4qpylfkTG/km1Mxce1Gi2q91A7TokZfj2BNS4TrZ8rroOaqR2n1Db8egKLRaFBQ3/qN/RXO85tSdvwCfmJZ9B5V8Nv4Dtqx6mUNl6M4pvogpU2ZnYago+zm8qJCkjxJYQoM4bLPwLgEvygyknKl6IobD29FICu9Yaj09rHk3aK2UrOgj0AuD7eFo2zo8qJSuf82RT+PpqARgP3PVCxM5KXNVPiGVJ//QiAgEc/Q+fiqXKiyicuO52XdhV8IBzT5B46VauncqL/J8WXEKJMmLPPYk4/9E+X4wC145SrM8kRXEw9hqPOiXtCh6odp8QM66KwXExH4+OC69BWascpFatV4ddfogBo1yGEoKoeKie6dYqikLTsORSzEdemPXAPG6J2pErHbLXw3I5VpBtzaVElmNfb9FY7UhFSfAkhykRhl6N/V7ROlftR+U3RXwLQodZg3J3sY/kkJd9Czhd/AeD+ZDu0djYb/JFDcVy6mIHeSUfPPg3UjnNbsiN+IPfvTWgcnAgYNtsmxiBVNjMOb2F/4gXcHZ2Y2+UR9Drbap2W4ksIUSYM/xRflb3LMTHzHEcvbwage0P7mRbA8EsUlksZaP1ccXmkpdpxSiXfZOG39QWLZ98bXhcPDyeVE906S046SSsnAOBz32vog2ynK6yy2B1/lllH/gTg47sGUcvT9safSvElhLht5uxzmNMPgkaHU/WBascpV5tPLkJBoVm1cII87WMhZyXfUjjWy+3Jdmhd7avVa9eO86SnGfDydqZTF/tbBunfrqx+HUt6PI5B9fG97zW141Q6KXnZjN++CgWFofXa0r9OC7UjXZMUX0KI25b3z0B7vX9XdE72/QTajWQbU9lzfjUAPRo+pXKakjP8fBxLbEGrl+vQlmrHKZXsLCNbN58BoHffhuj19jU1xr/lRm8nY9tXAAQ+sQCtCgs6V2ZWxcqLO1aTaMiinlcA77Z/QO1I1yXFlxDithkufQeAc/BglZOUr+2nl5FvMRLi05T6AR3UjlMiislCzoKCR+3dRrVD42JfTzhu+uMURqOZ6sFetGpTXe04t8xqMpC45GkAvLqOwbVBZ5UTVT5fHd/Fn5dP4qRzYF7XR3F1tN0WXim+hBC3JT/zxD9POTrgUr3yjvfKt+Tx56lvAOjRcIzdDJI2/Pw3lsv/tHo93FLtOKWSmJjFvj0XAejX374nVE395X/kJ55G512VKg99pHacSudw8iU+jPwdgKnt7qeRb5DKiW5Mii8hxG3Ju7gSAKegXpV6YtV9F34iy3gFH9dqtAnpq3acElFMFrK/+KfV66n2dtXqpSgK69ZGYbUqNG4aSGhd+/3eMl48QuqGaQAEDp+DztVL5USVS5oxl2e2rcCsWLmvVjMea9BO7Ug3JcWXEOKWKYqC4VLBEjsuIY+qnKb8KIrC5uiFAITXfwKd1j6KGMPaY1jjM9H6u+H6kG0OPL6eqOOJnDqZjE6npZ8dT6iqWMwkLBkDVgvubQfh3maA2pEqFatiZcLO74nNTqemhy+f3GUbywfdjBRfQohblp+6F0vOeTQO7jhXtd3BrbfrePw24jNP4+zgbjeTqipGM9lXx3qNbm9Xs9nn51tY91PBhKqdu9amir9tLAlzK9I3zcZ4PhKtqzcBw2arHafSmX9sB5svReOkc2DBvY/h5eSidqQSkeJLCHHLDP90OTpXG4DGwVXlNOVnU3TBE2r3hA7FRW8fy8DkfncYa0IW2kB3u2v12rntHKkpuXh6OdGth/3Og2VKOseVNW8B4P/wJzh42/Y4JHuzN+EcnxzcCMC77R+gqZ/9PJAhxZcQ4pYo1nzyLn0PgHPIIyqnKT8XUo4QnbgbrcaB8AZPqh2nRKw5psJWL/dxd6Fxsq3ZvW8kPd3Aln+mluh7fyOc7Cj7vymKQtLXz6CYDLg0uhfPzvbxvWMvknKzGLftWyyKlcGhrXi0fpjakUpFii8hxC0xJm7CarqC1ikAp4DuascpN79FzQWgfa0B+LrZxyfr3KURKGkGdLV8cBnYTO04pbJh3QnyTRZq1vKhVWv7+HpfS+aur8k9vgWNozOBI+fbxTgke2GxWnlu+7ckGbJo4B3Ihx0H2t3XV4ovIcQtKexyrPEQGq19tk7cTFzGKQ7H/oEGDb0aPaN2nBKxpuaSsyQCAPfn70HjYD+/5s+fTeHwwTg0Gug/qKndvaFelZ92meSVLwHg13+KLCFUxj47tIm/Es7h6qDni3sfs+n5vK7Hfn4qhRA2w2pKJ+/yWgBcQoapnKb8/BH1BQAtgntS1cs+3kCzv9qLkpuPQ+NAnHvZzwLUVqvCT2uOA9CuQwjBNexzOgZFUUhcMgarIQOn2mH49HlZ7UiVytbYk8w6WrBu47S7B1PPO0DlRLdGii8hRKnlxX4P1jwcPJvg6NNW7TjlIiUnlv0xPwPQp/GzKqcpGUtcJrkrDwPgMaETGjualHTfnovEx2Xi4uJI774N1Y5zyzJ3LCb36O9oHJwIGr0Yja5ytgqr4WJWKs9vXwXAyIYdbHbdxpKQ4ksIUWq5F74GwKXmSLvtGrqZjSe+xKqYaRh4N7X87OOXfPa8vyDfgr5dDfR31VI7Tonl5pj4Y0M0AD371MfN3f66kQDyUy6S/G1BS5ffoHdxqm6/85PZGoPZxOity8gwGWhZpQZT2vVTO9JtsYuS3Gq1MmfOHFavXk1WVhZhYWFMmTKFGjVqXPP4tLQ0/ve//7Fjxw40Gg333Xcfr776Ki4uBfN/NGhw/ab4P//8k2rVqnHgwAEefbT4pJHffPMN7du3L5sbE8IOmTOjyU/dCxodLjUfUztOucjMu8LucwWfsHs3HqdympIxn03B8NPfALhP6GxXRfEfv50kNzefoKoedLirptpxbomiKCQuHo01Lwvnuh3x6T1B7UiVhqIovLp7DVGp8VRxdufLbsNwsvMWRbtIP2/ePFauXMlHH31EUFAQ06ZNY/To0axbtw69vvgnpPHjx2MwGFi6dCmZmZlMmjSJ3NxcPv74YwB27dpV5PiMjAyGDRtGly5dqFatGgAnT54kJCSElStXFjnWy8s+xyEIUVZyYwpavZyCeqNzrpzzFm09uZh8i5Favi1oGHi32nFKJGv2LrAqOHWri75FNbXjlNjFmDT2/hUDQP9BTdDp7LNDJuPPBQVPN+pdCrobtTq1I1Uai0/8xdpzh9FptMy/91Gqudn/+7DNF18mk4nFixfzyiuv0LVrVwBmzJhBp06d2LhxI/36FW16PHToEPv372fDhg2EhoYC8O677zJ69GheeuklAgMD8ff3L3LOe++9h4+PD++9917htlOnTlG3bt1ixwpxJ1OsZgwxywBwqfW4umHKiSE/i22nC+6xd+NxdtGClH8sHuPGU6AB9xc6qR2nxCwWK2tWH0NRoE3bYELrVlE70i3JTz5P8nevAlDlwQ/QB9VXOVHlsTfhHO/uXw/AW2F96RhUR+VEZcPmP2JER0eTk5NDx44dC7d5enrSuHFjIiIiih0fGRmJv79/YeEF0K5dOzQaDQcOHCh2/K5du9i4cSPvvfdekVa0kydPFrmGEOKfub3y4tHo/XCuat9jLq5n++llGPIzqepZlxbBPdWOc1OKopD5yTYAnB9ogmM9+ylg9uy6QNzlTFxcHbnvgUZqx7klitVKwsJRKMYcXBp0xrv7c2pHqjTicjJ45s+VWBQrA+q0ZFRj+2iFLgmbb/lKSEgAoGrVqkW2BwQEFO77t8TExGLH6vV6vL29iY+PL3b89OnTCQ8Pp23bok9snT59Gh8fHwYNGkRiYiL169dnwoQJNG/e/LpZw8PDr7svPj6+WC4h7I0hZilQsIi2Rmufg6JvJC8/p3ApoV6Nx6HV2PznU4xbzpB/IBacHPAYf4/acUosI93A77+dBKDPfQ1x93BSOdGtSd8yD8PJ7Wic3AgctQiN1va/Z+yB0WLm6T+XcyUvm0Y+QUy72z4WzC4pm/8uMRgMAMXGdjk5OWE0Gq95/LXGgV3r+IiICI4fP864cUUH1MbHx5OVlUVubi6TJ09m3rx5VKlShWHDhnHmzJnbvSUh7JLVlEpe3C8AuFbSLsftp5eRbUwlwL0W7Wr2VzvOTSkmC1mfbQfA7fG26Krax7qTAL/8FIXJaCGkpjftOoSoHeeWmBJOc2X16wD4P/Qx+oDK0SVmC6bs/YVDyZfw0ruwMHw4Lg6V68Oezbd8OTs7AwVjv67+HcBoNBY+vfjf400mU7HtRqMRV9eiC/+uXbuW5s2b06RJkyLbq1atSkREBC4uLjg6OgLQrFkzoqKiWLZsGVOnTr1m1i1btlz3Pm7UKiaEPTBcXAVWEw5eLXD0bql2nDJnNOeyKfpLAPo2eR6dHczan/v9ESwxaWj9XHEbbT9PYZ+ISuTYkXi0Wg2DhjRHa0fzkV2lmPNJ+HIkismAa+NwvO59Wu1IlcY30XtZcWo/GjTM6TKUmh5+akcqczbf8nW1qy4pKanI9qSkJAIDA4sdHxQUVOxYk8lEeno6AQH/PxOu1Wpl69at3H///dd8XU9Pz8LCC0Cr1RIaGkpiYuIt34sQ9kpRFHIvLAIqd6tXljEFf/eatKs1QO04N2XNzCuY1wtwf+5utG720TJgMln4+ceCmezv6VybatXtp7Xu31LWvU/euX1oXbwIHLVQuhvLyO74s0zZW9DC/lqbXtwbbD+rNJSGzX+3NGzYEHd3d/bt21e4LTMzk6ioKMLCiq9iHhYWRkJCAjExMYXb9u/fD0CbNm0Kt505c4a0tDTuuuuuYtfYsWMHrVq14tKlS4XbzGYz0dHR1K1bt0zuSwh7kp8WgTn9MGidcKlZ+ZYTMppz2XhiAQB9mjxnF61e2Qv2oqQbcAj1w2Xw9cei2pqtm0+TmpqLl7czPXrb51OBhtN/kfrL+wAEjJyLo599dpvampisFJ7+cwXmfwbYP9usi9qRyo3NF196vZ5hw4bx6aefsmXLFqKjo5kwYQJBQUH07NkTi8VCcnIyeXl5ALRo0YLWrVszYcIEjh49yt69e5kyZQoDBgwo0lIWFRWFo6MjdeoU76Nv3bo1Pj4+vPbaa/z999+cPHmS1157jfT0dB5//PGKunUhbEbuuYLuOJfgB9HqfVVOU/Z2nF5OljGFKu4hdKg1UO04N2WOTSd3+UEAPF7pajeLZycmZrF961kA+g9sgpOT7Re5/2UxZJLw5QhQrHh0fAzPDo+oHalSyM438uTmb0g35tKiSjDT7h5cqQbY/5dd/MSOHz+eBx98kMmTJ/PII4+g0+lYtGgRjo6OxMfHc88997BhwwYANBoNc+bMITg4mJEjR/Liiy/SuXNn3nnnnSLXTE5OxsvLC+01mord3d1ZunQpVapUYdSoUTz88MOkp6ezfPlyqlSxn8e4hSgL1vwM8i59B4BrnTEqpyl7JrOBP/5p9erb+Dl0WsebnKG+7Bk7C5YR6lgTfefaascpEatVYc33x7BYFBo1DqBJM/ucoDd5+QvkJ5/Hwa8mAcNnqx2nUrAqVsZvX8XJ9EQCXTxY2G04Lg62/3N4OzSKoihqh7gTXB1wf6NB+ULYopwz88g8/DwOnk2o0uNIpfs0uin6K3449D+quNXg3X5/2nzxZToSR+ojK0ADfj+OxLFhwM1PsgF7dl9g7Q9/o9freOm1Lvj6ut78JBuTtX818fOGgkZLjTf+xKW+/UztYcs+PvAHs4/+iZPOgR/6PE0r/2svHaiW8nj/touWLyGEOhRFIfd8QZeja50xla7wMpkN/xnrZduFl6IoZH38JwAuA5raTeGVlmZg/boTQMGcXvZYeOWnXCJx6TMA+PZ7XQqvMvLTucPMPlrwPf3J3YNtrvAqL1J8CSGuKz91L+aMY6BzwSWk8g203356GZl5yfi5BdOx9mC149xU3roo8g/HoXFxtJtlhBRFYc3qo5iMFmrW8qHjPbXUjlRqBbPYP4E1Nx2n2mH49Z+idqRK4XDyJV7e9QMAY5t2YXBoK5UTVRwpvoQQ1/X/A+0fQqv3VjdMGTPkZ/Fb1DwA7msy3uZbvaw5pv+fUHVsR3QB7ionKplDBy9z8kQyOp2WB4fa55xeab9Px3DiTzR6V6o+/Q2aSj4eqSLEZqfxxJavMVrMhAc35PU2vdSOVKGk+BJCXJPVlIbh0vdA5Rxovzl6ETmmNAI9QulgB61eOQv2YE3OQRfijduINjc/wQZkZxn5ZW3BnF7de9YjMNBD5USllxdziCs/TgYg4LEZsmh2Gcg05TFy01KSDdk09q3K3K6PoLvD5km7s+5WCFFihpjlYM3Dwas5jr72M3t6SWQbU9n8zxqO/Zu/bPPzepkvpJGzNBIAjze6odHbdt6rfl57nNycfKpW86BLt1C145Sa1ZBVMMDeko9b6/54dh6ldiS7Z7ZaGLttZeGTjUu7P467o32u63k7pPgSQhSjKFZyzs0HKudA+9+j5pNnzibEpymtavRRO85NZX20FcxWnDrXwbmLfRQxx/9O4MihODQaePDhFjjYyVxkVymKQuLXz5CfeAYH3xoEPbmw0v0cVDRFUXhr7y9sv3wKFwdHlnQfSTU3L7VjqcK+fhqEEBXClLgJS9ZJNA6elW6gfVpuAttOfw1A/+YT0Wps+9dg3vazGHecAwctHq/fq3acEjEY8ln7wzEAOnetQ40Qb3UD3YKM7QvJ2rsKtDqqjl2Jzr3yTS5c0b46votlJ/cVrNnYeSjNqwSrHUk1tv1bRwihipwzcwBwqfU4Wkf7G6dzIxuOzyLfYqSufzuaVLXt5UsUk5msD7cC4DayLQ617KMAWP/LCTIzjPhVcaVHb/tbm8946RjJK14EoMqD7+NSr/gydKJ0/og5znsRBZOhvxXWl141m6icSF1SfAkhijBnn8GY8BsAbqHjVE5TtpKyLrDrbMFs/QOaT7T5bqScbw5guZiOtoobbs90VDtOiZw8kcT+vRcBePDh5uj1OpUTlY41L5v4eUNR8vNwbd4bn94vqx3J7h29EstzO1ahoDC8QXueaiJzpEnxJYQoIvfMPEDBKagPDh711I5TptYdm4FVMdO0alfqBbRTO84NWRKzyJm/BwCPV7qgddOrnOjmcnNNrP7uCAB3d6pFaF37W44tadlzmOKj0XlXI2j0UjR32FN4ZS0mK4URm5ZiMOfTpXp93uvwgM1/6KkI8l0lhChkNWeTe2EJAK51n1M5Tdm6lBZFRMzPAPRv/orKaW4u88OtKIZ8HFtWw7lfY7XjlMhPP/5NZoaRKv5u9OnXSO04pZax62sydy8DjZaqY1fg4OmvdiS7lpKXzbCNS7iSl00T36p80fVRHLT21RJaXqT4EkIUMsQsQzFnonOvh1NgT7XjlKkfD3+AgkLbkPsJ8W2mdpwbMm4/h3HjKdBp8JzSA40dTEx69HAchw8WPN348KMt7a670Xg5iqRvCj5w+A18B9cGnVVOZN8MZhOPb/6a85lXCHb35pseT+Chd1Y7ls2Q4ksIAfyzjuOZuQC41X0OjY0/BVgax+O3cyJhJzqtIwNavKp2nBtSDPlkvr8ZANfhbexi/casLCNr/nm68d7wutSs5aNyotKxGnOJn/8IiikX1ybh+PZ7Xe1Ids1stTBu27ccSr6Et5Mry3s8SaCrp9qxbErl+e0qhLgtpqQtmLNOoHFwx6XmCLXjlBmr1cIPh94H4N56I/F3D1E50Y1lL9iLJTYDbZAH7s/erXacm1IUhR+/P1o4mWr3XvY1A3zBfF5jMcX+jc4zkKAxy9BI19gtUxSFSXt+ZtOlEzjpHFgSPoK63rb/AaKiSfElhAAg5/TnALjUHInWsfJ8St1z/gfiMk7i6uhJ3ybPqx3nhsxnrpCzeD8Anm+G28Ug+wMRsUT9nYhOp2HoY63sbjLVjC3zyfpreeF8Xg5egWpHsmuzjmxlxan9BXN5dRlKWGAttSPZJPv6KRFClIv8zCiMCRsADW71xqsdp8wYzbn8cuwzAPo2eR43J291A92AoihkvLupYCb7e+vi3N32nzRNSzMUrt3Yo3cDqlazr6LdcPovkr6dAECVIR/h2qiruoHs3HenI5l2aBMA73V4gD41m6qcyHZJ8SWEIOfUDACcqw/Awb2uymnKzubor0g3JOLnFkzX+iPVjnNDeT8fJz8yFo2LI55vdlM7zk1ZrQqrvz1CXp6ZkJredLm3jtqRSsWcnkDc3IfAYsa93RB8ek9QO5Jd+z3mOBN3/wjAuGZdeLyRfcxLpxYpvoS4w1nyEjBcXA6AW/3KM6FkpiGZP04sAGBgi9dw1Nnu4r3WdAOZ07YB4D7uLnTVbX+9ux3bznHm9BUc9ToefrQlOp39vJ0o5nzi5w3Fkh6PvlpjWbfxNu2OP8u4bSuxKgoP12vDG216qx3J5tnPT4sQolzknpkLVhOOfneh96s8n1bX/T0TozmHWr4taBtyv9pxbihr2jaUNAMO9argOqKN2nFu6tLFdH5fHw3AAwOb4B/grnKi0kn+/jUMp3aidfag2vM/oHW2r/y25MiVWJ7c/DUmq4VeIY35+K5BUsiWgBRfQtzBrOYccs7OB8C9/ksqpyk7sWkn2Hl2JQCDW02y6TcD418XMKz9GzTg+U5PNI62/aSd0Whm5bKDWK0KzZoH0a59DbUjlUrm3m9J31jwcEnQU0vRV7W/tSdtxZn0JIZvXEKO2cTdVUOZ2+URmUS1hKT4EuIOZriwBCU/DZ17XZyqPaB2nDKhKArfHXwHRbHSukZf6ge0VzvSdVlzTGRM+QMA18dao29VXeVEN/fzmuOkXMnFy9uZwQ81t+nC9r+Ml46RuHgMAL79Xse9zQB1A9mxy9npPPLHIlKNObSoEsyi8BE4OziqHctuSPElxB1KsZrJOT0TALd6L6LRVI5PrAcvbeBU0l4cdU482GqS2nFuKHvmTqxxmeiqe+H+Qie149zU4UNxRO6/hEYDjwxrhasdTIVxlSUnnbg5D/4zkWp3/Aa9q3Yku5WSl82jGxcRn5tBXS9/lvV4AndH2x1TaYuk+BLiDpUXtxZLznk0ej9ca9r2k4AlZTLn8ePhDwDo2egZ/NyCVU50faaDseSuPAiA59SeNj+nV2pqLmu+PwpAt+71qBPqp3KiklMsZuLnDyU/8QwOfiFUfWaFTKR6izKMBoZtXMLZjGSquXmxsucofJ3d1I5ld6T4EuIOpCgK2dGfAOAWOg6Ng6vKicrGxugFpOTE4uNajd6Nxqod57oUo5mMt/4ABVwGNcPprlpqR7ohi8XKquWHCqeV6N7L9ucg+7fkVRPJ/XsTGr0r1cavRedRRe1Idik738jwTUs4lnIZP2c3vu01mmru3mrHsktSfAlxBzIm/I45/SAanStudZ9TO06ZSM25zO9R8wAY3PJN9A4uKie6vux5f2E5n4q2ihseE7uqHeemtmw6zYXzaTg5OfDIsFZ2Na1E+ravSN80C4CgMV/jXLOluoHslMFsYuSmpRxMvoiX3oVve40i1Mtf7Vh2y35+goQQZaKg1etDAFzrPI3WqXK0Avx4+EPyLXnU9W9H25B+ase5rvyoxP9fQmhKD7RezionurEzp6+wZeNpAAYNaYZfFfvpYsqN3k7SsoIPF36D3sWj7SCVE9mnPHM+o7YsY1/ieTwcnVjZaxSNfaupHcuuSfElxB3GdGUH+Sm7QavHrZJML3E6aT+RF9ehQcPDrd+22SfwFJOFjMm/g0XBuXcDm19CKDMjj5XLDqEo0LZdMK3a2P7TmFflJ58nbs4QsJjxaP8wvve/qXYku2SymHn6zxXsiDuNq4OeZT2epEUV2x1LaS+k+BLiDpN9omBAumutJ9C52P+nV4s1n28j3wLgntBHCPG13fXksr/Ygzk6CY2XMx5vhqsd54YsFisrlx0kO8tIUFUPBgxupnakErMYMrk8sz/W7BScarclcNQimy3IbZnZauG57avYEhuNk86Bpd1H0jawptqxKgUpvoS4g5hSIzAlbQaNDrcGE9WOUya2nlzC5Yxo3PTeDGhhu/dkOhJHzpd7AfB6pyc6G+++2/j7Kc6dTUXvpGPY423Q6+3j6UDFaiHhi2GYLh9H512VauPXoNXb7vg/W2WxWnlx52o2xPyNXqtjcfgI7qoaqnasSkOKLyHuINnRBa1eLiGP4uBWW+U0ty81J451fxcsCj6o5Ru4O/mqnOjaFEM+Ga9vAKuCc79GOPey7VnVT0Ql8ufmMwA8+HALAuxo+aArP0wi58h6NI7OVBu/Bkcf++kqtRUFhdf3/HTuMA4aLQvufYwu1eurHatScVA7gBCiYuRnHMMY9wugwb3B62rHKRPfH5yK0ZxLaJU23FXnIbXjXFfWZ9uxxKShDXTHc1J3tePcUFqage9WHAag4901adnKfrqm07d9RdqGaQAEjlqIS512KieyP2arhRd3ri4svOZ2fYQeIY3VjlXpSPElxB3i6lgv5+qDcPBsqHKa23csbiuHYn9Hq9HxaNv30WpssyHf+NcFclceAsDr/T42/XSj2WxlxdcHyM3Np3qwF/cPsJ833Zyjv5H0zbMA+PZ/C88Oj6icyP6YrRZe2PE9P58/goNGy/x7H6VPTdsdQ2nPpPgS4g6Qn3GMvNjVALg3su0ld0rCZDawKnIKAOENniTYp5HKia7NmpFHxqTfAHB9tJXNT6a6Yd0JLsak4+zswPDH2+DgYB/jvPIuHCRu7sNgteB59wj8BrytdiS7Y7ZaGL/jO345fxRHrY4vuj5Kr5pN1I5VaUnxJcQdIDtqKqDgHPwgjt4t1I5z2zZEzeFKziV8XKvSr+kEteNcV+YHW7AmZqOr6YP7S53VjnNDhw5cZteO8wA8/GhLfP3sY9WD/CsxXJ5xP4oxB9cm4QQ+sUCebCylfKuF57ev4tcLx3DU6lhw72P0lK7GcmWb7fT/YbVamTVrFp06daJly5Y89dRTXLp06brHp6Wl8fLLLxMWFka7du2YOnUqBoOhyDE9e/akQYMGRf68/vrrpbqGEPYgP+0QeZfXAhrcG01RO85tS8g8w8YTCwB4qPXbODva5lODht+iyVsXBVoNXh/1Retqu2s3Xo7N4IfvjgDQtVsoTZoFqZyoZCw56Vye3g9LRgL64GZUfXY1Ggfb/Trbovx/ppO4Wnh9KYVXhbCLlq958+axcuVKPvroI4KCgpg2bRqjR49m3bp16PXFf9DGjx+PwWBg6dKlZGZmMmnSJHJzc/n4448ByM3N5dKlSyxYsIAmTf6/WdXZ2bnE1xDCXmRFvQOAc42hOHrZdzeCVbHyzb7XsFjzaVrtXloF91Y70jWZL2eQ+c5GANyeao++he0OWs/JNvHN4kjy8600aOhP7/vsYzygNd9I3OzBmOKicPCpTvWXfkXn6qV2LLuSZ85n3LaVbLx0Ar1Wx5fdhtG9hm124Vc2Nt/yZTKZWLx4MePHj6dr1640bNiQGTNmkJCQwMaNG4sdf+jQIfbv38/HH39MkyZN6NixI++++y4///wziYmJAJw5cwar1UqrVq3w9/cv/OPh4VHiawhhD0ypERjjfwW0eDR+S+04t2376WWcvRKJk4Mbj7b9n012LylmKxkTf0XJMuLYoiru4+5SO9J1WSxWln99gLQ0A35VXHlkeCu0Wtv7mv6XoigkLh6NIXobWmcPqk9Yh6OvzLpeGrn5Jp7Y8jUbL53ASefAV92GS+FVgWy++IqOjiYnJ4eOHTsWbvP09KRx48ZEREQUOz4yMhJ/f39CQ/9/Mrh27dqh0Wg4cOAAACdPnqRKlSp4eV37U1JJriGEPcg+XjDw2KXmYzh42PbcUjeTkhPL2iMFLc8DW7yGn5ttvtlmz/uL/MNxaNz1eE3rh8bRdgetr//lBGfPpKDX6xj5ZBiuNtw1+m8pP75F1p6VoHOg6nPf4xRi/+MYK1KmKY/HNi5iZ9wZXB30fNPjCcJr2EeLZ2Vh892OCQkJAFStWrXI9oCAgMJ9/5aYmFjsWL1ej7e3N/Hx8UBB8eXq6sr48eM5ePAgPj4+DB48mBEjRqDVakt0jWsJD7/+ciHx8fHFrilEeTJd+Qtj4h+g0eHeyL5bvRRFYUXEmxjNOYRWaUuXesPVjnRNxv0XyVmwBwDPqb1wCPZWN9ANHIiI/f8B9o+1JKiqh8qJSiZt4yxSfy1YGD7w8QW4Ne2pciL7kpqXw2MbF3Ms5TJeeme+6fEkbQJC1I51x7H54uvqIPf/ju1ycnIiIyPjmsdfaxyYk5MTRqMRgNOnT5OZmUmvXr149tlnOXDgANOmTSMjI4MXXnihRNcQwpYpikLW35MBcKk5Egd3+14WZN+FtRyP346D1okR7T+xyTm9rGm5ZLy6HhRwGdQMlz6225Jw6WI6P35/FIDwHvVo1tw+Phhm7v6G5JUFT7f6DXoPr06PqxvIziTmZvLIHws5lZ6En7MbK3uOoomf7Y5HrMxsvvi6OgjeZDIVGRBvNBpxcSm+XpezszMmk6nYdqPRiKtrwaPTX331FUajsXCMV4MGDcjOzmb+/Pk8//zzJbrGtWzZsuW6+27UKiZEWTMm/IbpynbQOtn9WK9MQzLfH5wKQL+mLxDkaXuFpKIoZEz+A2tSNrravni82U3tSNeVlZnHsiWRmM1WGjYOoEdv+1g2JvvQLyQsGg2Ad68X8b3/DZUT2ZfY7DQe/n0hMVkpBLp68l2v0dT1DlA71h3L9j4+/sfVrrqkpKQi25OSkggMDCx2fFBQULFjTSYT6enpBAQUfKPp9frCwuuq+vXrk5ubS0ZGRomuIYStUhQLWX+/CYBb3efQudp3l8Kqg++QY0qnhndjejYao3aca8r99hDGP8+Aow7vaf1sdloJk8nC0kWRpKfnUcXfjUeG2ccA+9wT24ifO7RgEtV7RuL/8DSbfNjCVkWnJdB//XxislIIcfdlTd+npfBSmc0XXw0bNsTd3Z19+/YVbsvMzCQqKoqwsLBix4eFhZGQkEBMTEzhtv379wPQpk0bFEWhe/fuzJkzp8h5x44dw9/fHx8fn5teQwhbZohZjjnjGBpHb9wb2vcajgcurufAxV/RanSMaP8JOq2j2pGKyf87gayPtwHg8UoXHBsX/1BoC6xWhe9WHubSxXRcXR154qkwXFxs7+v5X3kXDhD3+QAUsxG31v0JfOJLNFqbf+uyGRGJFxi84QsSczOp7x3AD32fpqaHn9qx7ng23+2o1+sZNmwYn376Kb6+vlSvXp1p06YRFBREz549sVgspKam4uHhgbOzMy1atKB169ZMmDCBd955h9zcXKZMmcKAAQMKW8p69OjBokWLqFOnDk2bNmXPnj0sXLiQSZMKll0pyTWEsEWKJY+sf55wdG/4Olq9r8qJbl2GIYkVEQU/k70aPUOIbzOVExVnTTeQ9uLPkG/BKbwursNaqx3pujb+dpJjR+LR6TQMf6It/v7uake6KVP8SS5/1hdrXhYuje6l6jMr0ehs/m3LZmy6GMUz21ZitJhpG1CTJd1H4uNkHysXVHZ28V08fvx4zGYzkydPJi8vj7CwMBYtWoSjoyOxsbGEh4fz4YcfMmjQIDQaDXPmzGHq1KmMHDkSJycnevfuzRtv/P/4gJdffhl3d3emT59OQkICwcHBTJo0iYceegigRNcQwhblnJ2H1XAJrUswbnWfUzvOLVMUheURb5BjSqOGd2P6NX1R7UjFKFaF9NfWY43LRFfDG6/3+9hsV1jk/kts3XwGgMEPNSe0ru23fOSnXCJ2Wi8sWVdwqtWGauPXoNXb7qLktua705G8unsNFsVKeHBDvrj3UVxk9n+boVEURVE7xJ3g6oD7Gw3KF+J2WE1pJP1WDyU/Da+2C3Gt9YTakW7Z7rPf8c3+V3HQ6nmz1zqqe9vek4PZX+whe9YucHLA79vHcGxom2Nozp5JYeEXe7FYFLp1r2sXM9ib0+O59FE38hNO4RjUgBpvbsfB01/tWHZBURTm/72DDyILFnQfUrc1n9w9GEet7c43Z+vK4/3bLlq+hBA3lx39EUp+Gg6eTXCpOULtOLfsSvYlvvvn6cYHmr1sk4WX8a8LZM/eBYDnW91ttvBKTs5m2ZJILBaF5i2q0rOP7U+0a85IJPaTHuQnnMLBL4TgiX9I4VVCVsXKexEb+Op4wffm2KZdeLNtb5ttkb2TSfElRCVgzj5DzunPAfBo9iEajX1+yrUqVr7e90rhZKo9Gj6ldqRiLAlZpE/8tWA+r8HNcB1ke2PRAHJyTCz5KoLc3HxCanrz8KMtbf7JRnNmMrGf9MAUdwIH32CCX9uCo18NtWPZBYPZxPgd3/FbzHEA3grry9NNO6ucSlyPFF9CVAKZRyeCko9TYE+cgvqqHeeWbT25mFNJe3FycOWJDtPR2lhXiWKykP7SLyhpBhwaBuA5yTbn7zMZzSz5aj9XknPw9nFh5JNtcdTb1tfyvyzZKcRO64np8nF03tUIfm0L+oA6aseyC1cM2Tyx5WsOJV9Cr9UxvdMQBtRpqXYscQNSfAlh54yJWzDG/QIaHR4tPrPbLobYtBOsPfIJAA+2moy/R02VExWX+cGWgnUbPZzw/rw/Gmfbm6rBYrGy/JuDXIxJx8XVkVFj2uHhadsD1S05acRO64Xp0lF0XkHUeG0z+sC6aseyC2czkhmxaQkxWal46V1YHD6C9kG11Y4lbkKKLyHsmGI1k3nkJQBc6zyDo2djlRPdGpPZwMK/nsNsNdKsWjc6hT6qdqRiclcdxvD9EdCA1yf34VDDW+1IxSiKwo/fHyM6KgkHRy1PjA4jMMi212y05KQT+2lvjDGH0HkGEPzaZvRVbX9smi3Yl3CeUVuXkW7MJcTdl2U9nyDUS8bH2QMpvoSwY7nnF2LO/BuNow8ejd9WO84t+/7gu8RnnsHLJYCR7T+1udY7U8QlMj8oeNLJfUJnnLvY3hJHAH9sOEnk/ktoNPDYiNbUqm3b87xZDJlc/qwvxvOR6DyqEPzqJpyqNVI7ll34+dwRJuz8HpPVQiv/GiwJH0kVF9ufu00UkOJLCDtlNaWT/c+Eqh5N3kHrZPtzN13LgYvr2Xl2JRo0PNFhBh7OtnUf5ssZBROpmq0439cIt1Ht1I50Tbt3ni+cy2vQQ81p0jRI5UQ3ZslJ5/L0+8g7tw+tmy/BEzfiFNxU7Vg2z6pYmXF4CzMOF3wY6B3ShNldHpY5vOyMFF9C2KmsqHewmq7g4NEI1zpPqx3nlqTkxLJ8f8ESSL0aj6NR0D0qJyrKmmsi/bm1BQPsGwfi9W4vm2uVAzh6OI5f1hY85dazT33ad7Dt9TwtWVcKuxoLCq8/cAppoXYsm2cwm3hx52rWXzgGwJgm9zCpbV90styS3ZHiSwg7lJ9+mNwzcwHwbDkDjQ2ueXgzFquZRX+9QG5+JrX9WvFAswlqRypCURQyJ/2O+WQyWj9XfGYPQGODayGePnWFb5cfRlGg4901Ce9RT+1IN2ROjyf2k56Y4qIKxnhN3IhTDducrsOWxOVkMGrLNxxLuYyjVsdHdw3k4Xpt1Y4lbpEUX0LYGUWxknHwWcCKc/AQnAJ7qB3plqz/+3POXonE2dGD0XfNsrlFs3Pm7yHvj5PgoMX78/7oqnqqHamY8+dSWbooAovFSrPmQfQf1NQmW+auyk+5WDCBauIZHHyqE/zqJhlcXwIHky8yessykgxZ+Dq5sTB8OO0Ca6kdS9wGKb6EsDOGC4vJT92LxsEDzxbT1Y5zS/6O28aG47MBeKzt+1Rxt61uMsMvx8mesxsAzyk90LcOVjlRcZcuprP4y/3kmyw0aOjPI8Nb2fQkqqaks8R+3B1zykUcqtSixmubcfSXKRFuZs3ZQ0zc/SNGi5mGPkEsCR9BDQ/bfpBC3JwUX0LYEavxCpnHChZ492gyFZ1LNZUTlV5KTiyL97yAgkLnusNoV6u/2pGKMEVcImPy7wC4PRmG64PNVU5UXHxcJgsX7MNoNFMn1JfhT7TFwcF2J1E1xp0g9pMeWNLjcQyqT/Crm3D0tb2C1paYrRY+jPydBcd3AtCzRiNmdRmKu6OTyslEWZDiSwg7knnsDRRTKg5ezXENfVbtOKWWbzHy5a5x5JjSqenbnIdaT1E7UhHmcymkPf8TmK049ayP+0td1I5UTFJiNl/N34vhn2WDHh/dDr0Nz16fF3OYy5/2xpKVjD64KcETN+LgFah2LJuWkpfN2D9X8lfCOQCea96VV1v3RKuRgfWVhRRfQtgJ05W/MFxYDIBXq7lotPb347v64LtcSD2Cm96bMXfPw1FnO5/iLSk5pD3zI0pmHo4tq+H9UV80NtaNl5qSy1fz95KdbaJadU9GPd0eZ2fb/T7IjdpK3KxBWPOycKrVhuBXfkPnbltTidiaI1dieWrrMuJyMnBz0DO90xDuqyUPJFQ2tvtTK4QopFiMZBwYA4BLrSfQV7lL5USlt+/CWrafWY4GDU92nEkVd9tZMFnJyyf92bVYYjPQ1fDCZ85Am1s6KD3NwJfz9pKRkUdgoDujn2mPiw0+fXlV1v7vSfhyJIrZhEuDLlR7YS06Vy+1Y9m0VacimLT3Z4wWM3U8q7AwfDj1vaWVsDKS4ksIO5B94n3MWSfQOgXi2fwTteOU2uX0kyzfXzBWrW+T52la7V6VE/0/xWIl/bX15B+NR+PljM+CB9H6uqodq4i01FwWzN1LamouflVceWpsB9zdbafV8L/SNs0heeWLoCi4tx1M0Jhv0Opte31JNZksZt7et45lJ/cBBeO7ZnZ+GE/5mlVaUnwJYePy04+QffJjADxbzUart68nnbKNaczbORqTxUCjoE70a/qi2pEKKYpC5nubMW46DY46fGYPxKGWbX19U1NyWTB3D2lpBnz9XBkzriOeXrb5pqwoCik/Tib1148A8AofR8BjM9FobXdMmtouZaXyzLaVHLkSiwYNr7TqzvMt7pXxXZWcFF9C2DDFaibjwFOgmHGuPhCX4MFqRyoVizWfL3eP40r2Rfzcghl91yy0NvRGnD1rV+Fi2d6f3Ie+rW09gZdyJYcFc/eQnp5HFX83xozrgLe3i9qxrkkx55O4ZAyZu78BwG/w//Dt97pNzzumtj9ijvPSrtVkmPLw0rswq/PDhNdoqHYsUQGk+BLChuWcnkF+2gE0jt54tpytdpxSW33of5xM/AsnB1ee7bwIdyfbaVXK+SaSnAV7AfB8uyfOvWxrss/kpOzCMV4BAe48Na4DXjba4mU15hA/92Fyjv4GWh2BTyzAq9MTaseyWSaLmQ8P/M5Xx3cB0No/hPldH6W6u7e6wUSFkeJLCBtlzjpN1vF3APBs8Rk6l6rqBiqlXWe/5c9TSwF4suNMqnvbzid6wy/HyfroTwDcX+iE60O2ta5gUmI2C+btISvTSGCgO2Oe7YiHh22O8cpPu0zczP4YYw6h0btQddwq3Fv2UzuWzYrNTmPstpUcSr4EFKzP+Hqb3uh18nZ8J5H/bSFskGI1kx7xBFjz0Ad0x6XmSLUjlcqZ5AhWRr4FwAPNXqJlcC+VE/2/vG1nyZj0GwCuI9vgNqa9yomKSojP5Mv5+8jOMhJU1YMx42x3cH3ehQNcnjkAS3ocOg9/qr2wFpe6HdWOZbM2XYzixZ2ryTAZ8NI7M/2eIfSq2UTtWEIFUnwJYYOyT35CfuoeNA6eeLX50q7GzaTkxPLFzqexWPNpU+M++jYZr3akQqbIS6RP+AUsCs79m+Ax8V6b+trGXEhj8Vf7MeTmU626J0890wE3d73asa4p68BaEhaMQDHloq/WmOoTfpHlgq7DYM7nfxHr+Tq6oJu7RZVg5nd9lBBZJuiOJcWXEDYmP+0g2VFTAfBsNQsHt5oqJyq5HFMGs7eNJMuYQg3vxozs8KnNFDemg7GkPf0jGM043RuK17u9bGoS1ZPRSXyz5AD5Jgs1a/nwxOgwXN1sr/BSFIW0DdO4srpg6hDXpj2pOm6VzOF1HVGp8Ty3/VtOpScB8FSTe3hDuhnvePK/L4QNUSx5pEeM/OfpxkG4hAxTO1KJ5VuMfLFzDPGZZ/B2CeLZLotxcrCN+bJMR+JIe/pHFEM++rtq4j39ATSOtvPU5eGDl/lu5WEsFoUGDf0Z/ngb9E629+tZMZtI/HosmTuXAv9MJfHoDDRSSBSjKAqLT/zFB5G/YbSYCXDxYEanIXSpXl/taMIGyE+MEDYk6+9JmDOj0DoF4tV6vs20Gt2Moigs2/8ap5L24uzgznNdluDjahsPCOQfiyftqdUoOSb07UPwmT0QjQ0VNn/tusDPa/5GUaBFq2o8/GhLHBxsb44nS9YV4uY8hOHkdtBo8X9sJj7d7W990YqQbMjipZ0/8OflkwB0r9GQz+55ED9nd5WTCVthO7+BhLjDGZO2knN6JgBebb9C61RF3UCl8Muxz9h3YS1ajY6n75lPDZ/GakcCID8qkdSnVqNkm3BsG4z33IFobGRJHkVR2LzxNJt+PwVAx7tr0n9QU7Q21BV6Vd6FA8TNfhBzykW0zh5UHbcKt+a91Y5lk36L+ZvX/1pLSl4OTjoH3gq7j5ENO9jNBylRMaT4EsIGWPKSSN8/HADX2k/hXPU+lROV3O6z37HheMEcZMPCPqRx1c4qJyqQfzKJ1FHfo2QacWxVDZ/5g9G62sYYKovFyi9rj7NndwwA3XvWo0fv+jb5Bp2xcylJX49DMRtxDKxLtfFrcKouT+j9V7oxlyn71rHm7CEAGvoEMafLUBr6BKmcTNgiKb6EUJmiWMmIGIk1LwEHz8Z4tpiudqQSO3J5M8sj/n/NxrtDH1Y5UYH84wmkjl6NkpGHY/OqBes12sjg9bw8Myu/OUj0iSQ0Grh/QBPu6Wx7TwkqZhNJK18iY+t8ANxa3EfQmG/QuXmrG8wGbbt8ild2/UBCbiZajYZxzbowoWV3nGQsnLgO+c4QQmU5Jz/FmLgRdC54t1+FxkYGqd/MycQ9fLlrHFbFQsfaD/JAs5fVjgT881TjMz8WdDU2q4rPlw+itZF5sjLSDSxZGEHc5UwcHLU88lgrmrWwjbFx/2ZOiyNu7kPkndkDGg1+A97G9/5JaLS2NxZNTTn5Rt6L2MDyfxbEru1ZhZmdhtAmwH6eUBbqkOJLCBWZUvaQdXwyAF4tZ+LoZR/dOTGpx5i3YzRmq5EW1XswvN3HNtFlZtwTQ/pza1EM+Ti2DcZn3iCbKbziLmey5Kv9ZGTk4e6u5/HRYYTU9FE7VjGGU7uIm/swlowEtC5eBD29DPeW9tMNXlF2xZ3h1d1ruJidCsCTje7ijba9cXGwjRZWYduk+BJCJVZTGun7HgXFgnONh3GpNUrtSCWSkHmGWdtGkGfOpkFAR566ew46rfq/SvK2nSX9xZ/BZEF/dy18Zg2wmcH10SeSWP71AUxGCwGB7jz5VDt8/WyrhVOxWkn7YwZXfngTLGb0wU2p9vyP6APrqh3NpqQbc3kvYgPfnY4EoLqbN9PveZC7q8nXSZSc+r8xhbgDKYqV9P3DseReROcWilfrL2yi5ehmUnMuM/PPYWQbU6np25xxnRfiqFN/see830+S/uqvYLbiFF4X78/uR6NX/9eboijs2R3DL2uPY7UqhNb1Y/gTbXC1kYH/V5kzk0lY+Di5R38HwKPdQwQ++RVamRqhiA0X/mby3p9JMmQBMLJhR95o2xt3R9toXRX2Q/3fTkLcgbKj3sWY8BtonfHpsAqto6fakW4qLTeBGVsfJS03niDPUMZ3/RpnR/XfnHO/O0zme5vBquB8XyO8PuhjExOoms0Wfvrxb/bvLVhAuW27YAYNaW5zc3jlnthG/ILhWNLj0Dg64//YDLy6PGUXHwYqSmJuJpP3/sxvMccBCPXyZ9rdg2kXWEvdYMJuSfElRAXLi1tH9on3APBqMx9Hn9YqJ7q59NxEpm8dSlL2Bfzcgnmh63LcndRdl05RFLLn7CZn/h4AXIY0x3NKDzQ69YubzIw8li09QMyFNDQa6HNfQ7p0C7WpgkaxWkj95X1Sfn4PFCv6qg2pOm4VTjWaqR3NZlgVKytPRvDhgd/IMOXhoNEyrlkXxrfohrODbXRpC/tkN8WX1Wplzpw5rF69mqysLMLCwpgyZQo1atS45vFpaWn873//Y8eOHWg0Gu677z5effVVXFxcCq+3ePFiVq9eTWJiItWrV+fxxx9nyJAhhdeYP38+M2fOLHbtkydPlss9isrPnHWK9P0jAHANfRbXmiNUTnRzhYVX1nn83IJ5qdsqfN2qqZpJMVvJnLoRw4/HAHAb2xH35+62ieIm5kIa3yyJJCvTiIuLI4+OaEWDhgFqxyrCnBZH/ILhGKK3AeDZ6XEChs1C6+SmbjAb8nfKZV7/6ycOXylouWzuV51P7xlMY191v/dF5WA3xde8efNYuXIlH330EUFBQUybNo3Ro0ezbt069Pri4yfGjx+PwWBg6dKlZGZmMmnSJHJzc/n4448BWLBgAYsXL2bq1Kk0bdqUPXv28M477+Do6MiAAQOAgiKrf//+TJw4sSJvVVRSVnM2aXsGo5gzcfS7B88Wn6kd6aYyDIlM3/oIiVnn8HWtzkvdVlHF/dofeCqKNddExsvrMG4/B1oNnlN64PpQC1UzXRWx7yJrVv+NxWIlMMiDkU+2pYq/bRU0WZFrSPp6LJasK2ic3AgcOQ/Pu+xnDdHylmnK49ODG1kavQerouDu6MTE1j0Z2bADDlr1u7NF5WAXxZfJZGLx4sW88sordO3aFYAZM2bQqVMnNm7cSL9+/Yocf+jQIfbv38+GDRsIDQ0F4N1332X06NG89NJLBAYG8u233/Lkk0/St29fAEJCQjhy5AirV68uLL5OnTrFQw89hL+/f4Xdq6icFMVC+r5hBes2OlfDp+N3aLS23W2RYUj6p/A6i49rNV4Ot4HCKzWXtLFryD8WD84OeH96P87d1H/KLD/fwq8/RxXOWN+0WRAPPdoSZ2fb+RVryc0gafl4sv5aDoBTSEuqjvsWfZAs9AwF3di/nD/Ku/t/JfGfAfUP1G7OlHb9CHK1/TGZwr7Yzm+GG4iOjiYnJ4eOHTsWbvP09KRx48ZEREQUK74iIyPx9/cvLLwA2rVrh0aj4cCBA/Tu3ZuPP/6Y2rWLziqt1WrJzMwECgq+CxcuUKdOnXK8M3GnyDr6Gsb4daB1wqfjanTOtr3kSEpOLDP/HEZS1vl/Cq/vqOIeomqm/NNXSH92DZbYDDRezvjMH4S+ZXVVMwGkXMlh+dcHuRybAUCvPg24t3tdm1qjMTdqCwkLR2FOvQQaLb73vYpv/ylo5Sk9AKJS43ln3zr+SjgHFEyW+n6H/nSuXk/lZKKysoviKyEhAYCqVYvOBB0QEFC4798SExOLHavX6/H29iY+Ph6tVlukkAOIi4tj/fr1DB06FIAzZ85gsVj4448/eP/99zEajYSFhTFx4kQCAq49fiM8PPy69xAfH18sk7gz5JxbQM7pGQB4hy1B79dB5UQ3lpB5lpl/DiMtNw4/t2Am3LsSf5ULr7ztZ8l45VeUHBO6Gl74zB+MQx0/VTMBHD0cxw/fHSUvz4yrmyNDH2tFw0a2M77LajJwZfWbpG+aBYBjQChBTy3Fpd5dKiezDal5OXx6aBPLT+7Dqig46Rx4rnlXxjbtIgPqRbmyi+LLYDAAFBvb5eTkREZGxjWPv9Y4MCcnJ4xGY7HtV65c4amnnsLPz4+xY8cCBV2OAC4uLnz++eekpKQwffp0RowYwU8//YSzs/pzGwnbZ0zcROah5wFwb/IuLjVsY+3D67mUdpzP/xxOljGFIM9QXrx3BT6u6n1oUBSF3K8jyZq2DRRwDKuBz8wH0PqoO0Gp2Wzh159P8NeuCwDUqu3DoyNa4+3tomquf8s7F0HCV49jio8GwKvbM/g/9LHM3QXkWy0si97LZ4c2kWHKA+C+Ws2Y3LYPNTzUfYpX3Bnsovi6WuiYTKYiRY/RaCx8evG/x5tMpmLbjUYjrq5Ff2mfO3eOMWPGYLFY+Oabb/D0LOjbHzBgAJ07d8bX9/9/EOvVq0fnzp3ZunVr4Vixf9uyZct17+FGrWKicsrPOE7anodAseASMgz3hm+qHemGziZHMnv7ExjyM6nh04QXui7Dw1m91iXFZCHz3U0Y1hQ80egypDmek7qj0as76Pm/3Yz3hofSs08DdDYwxQWA1ZhLytp3SPtjBihWdN5VCXpyIW7Ne6sdzSZsv3yKqft/5VR6EgCNfIKY2v5+7qoaepMzhSg7dlF8Xe2uS0pKIiTk/7s/kpKSaNCgQbHjg4KC2Lx5c5FtJpOJ9PT0Il2GBw4cYOzYsQQGBrJw4UICAwOLnPPvwgsKujm9vb2v2dUpxL9Zci+SuqtP4ZONXm2+tIlpEK7n77g/WbBrLCaLgbr+YTzXeTEuevUGGVuSs0l/aR35B2JBq8Hj1a64Dm+j6tdQURQORMTy85rjGI1mXF0defixljRqHHjzkytIzvHNJC19hvzk8wB4dBhKwLDZ6NylNed4ShzvR/7GjrjTAPg4ufJq6548Uj9MnmIUFc4uiq+GDRvi7u7Ovn37CouvzMxMoqKiGDas+CPSYWFhfPrpp8TExFCzZsHq8vv37wegTZs2ABw9epTRo0fTuHFj5s+fX9jiddWMGTP4/fff+f333wt/4cfGxpKWlkbduuo/XSVsl9V4hZSd/9fenYdHWZ6LH//OPslkspM9gUBIIOxL2MEFpS5YKaVVOFhqtXbzKLS4HT3+qLXWU22r1lprS7VVtHVBKggWlyqyr8oeCITs+zKT2bf398ckI4GoBJOZBO7Pdc01M8/7zpt7HiDvzbNeRcBZhdY8nMRpq1Fp+u7A5k0lL/PK7gcIKH4K0y7hRzP/hF4bue4zz+5KWn/6FoFGO6oYPfGPX4dhVmQnvtjtHla/up8D+4P/8RqUm8Cim8YTn9A3uhn9tiYa/nEX1s1/A0CbmE3Kd/4gG2IDlbYWHtu7kdUnPkFBQafWsGTYFJaOnU28oW/trykuHv0i+dLr9SxevJjHH3+cxMREMjMzeeyxx0hLS2POnDn4/X6am5sxm80YjUbGjBnD+PHjWbZsGStWrMDhcPDggw8yb948UlNT8fl8LF++nKSkJB599FHcbjcNDQ0AaDQaEhMTufLKK1m5ciUrVqzgu9/9Lo2NjTzyyCOMHz+emTNnRrhGRF8V8Nlo3jwXf1sx6qhsEmduQG2I/MDwriiKwr/2P8aGw38AYGruAhYX/QqtJjL7DobGd/3mI/AraIckEf/UPLS5kW21KT5az6uvfEqb1Y1arWLOVflcOrtvzGZUFAXbzlepX7UUv7UeVCriZ/+E5G8+jDrKHOnwIqrV7eDp/R/y/JGtuP0+AK4fPIa7x89hoLlv/psUF49+kXxBcNFUn8/HAw88gMvloqioiJUrV6LT6aisrGT27Nn86le/Yv78+ahUKp5++ml+/vOfs2TJEgwGA1dddRX33XcfEGz1KisLrsdzxRVXdPo5mZmZfPDBB4wcOZI///nPPPnkk8yfPx+9Xs/s2bO55557+nT3kYgcJeChZes38bbsQqVPImnmO2iiI7su1ufx+T38bcdd7CxbA8C1I+/kupHLIvZ3O2D3YLl/A+6NwYkuxmuHE7tiDmpT5Dag9nr8rF93hC0fnwIgJSWGGxePJSs7PmIxnc5TV0LDqqXY928AQJ9RSOr3niMqb+qXfPLCZve6+evhrTx78KPQYPqpaYN5oOgaxiRnRTg6IYJUiqIokQ7iYtAx4P6LBuWL/ksJeGnZfiPu6jWoNCYSL3kPfeKkSIfVJZu7hec2/4ji+m2oVVoWFz3C9CGRm4XpPdZA67K38Jc2g1aN+Z7LiF40LqL/yTl1spnX/7mf+nobANNmDOKa64ajj/Bgf4CA207zukdp2fA4is8DGh1JX7+fhGvuvqjX7XL6vLx4dDt/OPAhTS47AAXxqfzPxKu5PKtA/tMszltv3L/7TcuXEH2VEvDSumMR7uo1wUVUp73RZxOvqtZinvn4Vhpt5Ri0Jn4441kK02dFJBZFUXC8vC+4jITHjzo1hvjffT2iC6e63T7eefsoWzefQlHAHGvg2wvH9Im9GRVFwbb7DRpeWR5cLBWIHnklKf/1JPr0syceXSw8fh//OL6bJz/9gDpHcJHsQeYkfjbuSr6eOxqNum/MQhXidJJ8CfEVKAEfrTtvwlW1GtR6Eqa+gSH1ykiH1aV9Fe/w/PZluH0Okk3Z/HjWX8iMHxaRWALNDiwPvIP7wxMA6GfmEvfI1WiSIrcPYvHRet549QCtLcF1BSdOymbu9cOJjo5c12cHd9VhGlYtxXE4+D9vbdJAUhb9FtP46y/aFh2Xz8trJXv4w4EPqbS1ApBpimfp2NksyBuPTmYwij5Mki8hzpOi+GndtQRX5Wug0pEw5TWM6VdHOqyzBJQA6w/9nrUHfgtAQeo0bpv+DDGGhIjE4956Csu96wk02kGnwbz8EqIXj49YEmG3e1i35jB7dlcCkJAYxTe/PZr8gsjv6eq3NdH01i9pff8P4Peh0hpIuPYeEq+9G7W+b8y0DDeH18NLxTv408FNoT0YU6LM3DHmchbmF2HQyG1N9H3yt1SI86AEPMEWr8rXQaUlYeo/MWbM/fIPhpnTY+WFHcv5pPLfAFye/z0WjLsfjTr8//QVl5e2pzbjeGE3AJrBScQ/PhddhLr0AgGFvbsrWb/2CDabB5UKps/M5WvXFGAwRPZXY8DjovW939O89lcEnMHFXE3jrmPAwt+iT7k495u1uJ28cGQrfzm8hRa3A4D06Dh+NGoWC/OLiNJGvoVSiHMlyZcQ3aT4HLRsW4C77t/tLV6vYMy4PtJhnaWs+QDPbfkxjbZytGo9i4p+yfTB345ILJ5PqrDc/05wUD0QdcMYYu++DFVUZPbPq66ysuaNA5wqbQEgJTWGb904hoGDItMa2EEJBGjbtorG1Q/iayoHQJ89mgE3/B+mkXMiGlukNLls/OXQFl44spU2b3B7uIHmJH4y+hIWDBmPXlq6RD8kf2uF6IaA10LLluvxNH4MmigSp76BIe1rkQ6rE0VR+PD433l938P4Ah6STFncNv2PDEoaHf5YOlq7/rYbFFAnm4j9+RyMl0VmoWKn08vGDcWhAfV6vYYr5gxlxiWD0WojOzDbcfh9Gv55D+6yfQBoE7NImv8QsdMWo7oIxy+dtDSy8vAWXi3ZjdPnBYKzF28ffRnX5Y6SVelFvybJlxDnyO+qp3nztfha96LSxZE4fS365OmRDqsTp7eNF3fey57ydQCMyZzDkimPY9LHhT0Wz74qLPdvwH8q2LpkvH4EsfdchjoCm0+f2cUIMHpsOnOvL4z4ZtjO41tpWrMCx6HgYHp1VCyJ195L/Jw7LrpxXYqisK32JH85tJl3K46iEFwJaUxyFv89+jLm5AxHrZLZi6L/k+RLiHPgayumefO1+O2lqA0DSJz5Drr4sZEOq5OShl38ddtSmuyVqFVavjn2PmYX3BL2gewBqwvbU5txvLIv2No1wETsisi1dpUcb+Ttt46ENsIekGJi3vyRDI3wgHrniR00vbkCx8GNwQKNlvjLfkji1x9AGxv5wf7h5PH7eKt0P38+9DGHmmtC5bOzhvH9ETOYnj7kop3VKS5MknwJ8SXcDZto2TofxduCxjSYxBlvozXnRzqsEJ/fw9oDv+PfR/6IgkKSKYtbp/2ewcnjwxqHoii41h+l7dEPCDQFB0Qbrx9B7L2Xo44zhjUWgLq6NtavPcqRQ3UAGAxaLr8yj5kR7mJ0le6m6c0VoZXpUWuInfFdkq77H3QDBkUsrkhodtl5qXgHfzuyLTRz0ajR8e2hE7ilcDpD4i6uJFRcPCT5EuILOMtX0br7Vgh40CVOIWH6GjSGvnNDqLYc469b76Si9TAQ3J/xhgkriNKFd18/36kWrL94F8+24LZdmkEJxP7vlRimDgxrHABtbW7efecYO7eXEwgoqNUqpkzL4Yo5+cSYI7cCvPPkTprXPoJ939pggVpD7PSbSLzu/otqBqOiKOyqL+PFo9t5+9QBPAE/AKlRZm4unMZ/5U8iwRi59d6ECAdJvoTogqL4sR1age3oIwAYM+cTP+nvqDR9YwyOP+DjveK/8Nb+3+ILuDHpE1g86RHGZ18T1jgCdg/2lTuxr9wJXj/oNcT8YAqmWyah0of314vD4WHThyfZvKkUjzt4Qx8xKpWr5w4nJSUmrLF0UBQFx8GNNL/9a5xHPwwWqtSYpy4i6esPoE8bGpG4IsHqcfFGyV5eKt5BcWtdqHx0Uia3jJjBdYNGycxFcdGQv+lCnCHgaaF152Lcte8AYMpfjnnUr1D1kYG+5c0H+fvOu6loOQTAiPRLWDL5MeKiUsMWgxJQcK45iO3Jjwk0BPfR088YROz9V6AdGN7lGpxOL5s/KuXjj07icvkAyMqOY+71hQwekhTWWDoofh9tu16jZf3juMs/CRZqtMROWUTi3Hsvqu2APm2s5MWj2/lX6aehWYtGjY55g8dw07Apstm1uChJ8iXEabyWg7RsnY/ffgI0UcRPeI6onEWRDgsAj8/FuoNP8O7R5wgofqJ1sSwY/79My/1WWAcje3ZVYH30A3xH6gHQZMdhXn4phiuGhjUOt9vHlk2lfPThSZyO4E09Ld3MnKvyGTEqLSIDtANuO9bNf6flnd/gbSgFQGUwEXfJrSR8bRm6pOywxxQJzS47a05+wmsleznQVBUqL4hPZXHBZOYPGUecoW+0IgsRCZJ8CdHOUfZ3rHtvR/Hb0UQPImHaG31mRuPB6v/wzz0rqLedAmBC9rXcMGEFcVHhWx3eV9JI21Obcb93HABVjJ6YH04Nbg0Uxi5Gh8PDti1lbP6oFLs9uGxESmoMV34tn1Fj0lGrw590eepPYnn/GSwfP0/A0QqAxpxM/BX/TfzsH6OJSQx7TOHm8fv4oLKY10r28EFlMd72sVx6tYa5uaNZXDCZopSBMmtRCCT5EoKAtw3rvp/gLF8FgD5lNgmTX0FtiEyX1eka2sp4dd9D7K96D4D4qFQWTnyYsVnhW+3cV9GK7Q9bcK09DAqgVhH17TGYb5+OOjE6bHFYWp18/FEp27eVhcZ0JQ8wccXXhjJ2XGbYky5FUXAceo/W957G/unboATXpNKlDCF+zp3EzbwZtSF89RMJiqJwoKmK10r2subkJ6FtfyA4lmtB3njmDR5LogygF6ITSb7ERc3bsoeWHYvw20pApSGm8P8RM+xeVKrIrp7t8TnZcPgPbDzyHL6AG7VKy+yCm7l25J1hm8nor2vD9sdtOFcfAF8AAMOVQzH/9wy0eclhiQGgvt7GRx+cYO/uSvz+YIKTlm7mstl5jB6bjkYT3rF4foeFtm0v0/r+H/BUHwmVR4+cQ/wVt2MafTUqdd8YH9hbSq2NrC3dz79Oftpp8HxqlJlvDBnHgrzxDEtIi2CEQvRtknyJi5IS8GIrfgzb4YdA8aKJziF+0ksRX7E+EPCz7dQbrD3wW1ocwcUmh6fO4IYJK0iPC8/MOH+VBfvzu3C8cQDcwQHs+hm5mO+cgW5EeG6oiqJwvLiRLR+XcvRIfUejErlDErn08iEMG54S1u4rRVFwHtuMddNK2na9juJxAqAyxhA3fQnxV/zkgh9EX97WzNrS/awt3c/B5upQuUGj5Ws5hXwrbwIzM/Jk2x8hzoEkX+Ki47UcoHXX9/C17gWCy0jETXgOtT5ymyorisKB6g9489NHqbYcAyDJlMWCcQ8wLuuqsCQavpNN2P6yA9e6I6GWLt2ELMx3zkQ/MTwz0lwuH3t3V7L141PU19tC5YUjU7n08iEMyg3v2CmfpQ7rlhexbFqJt/ZYqFyfUUjcZbcRO2MJmqjYsMYUTlW2Vtad2s9bpfv5tLEyVK5RqZmRPoS5uaO5ZuBIGTwvRDdJ8iUuGme2dql0CcSNexJj9qKIDgIuadjFm5/+mpKGnQBE6+O4pvB2Ls3/DjpN768M7z1Yi+0vO3C/e4z2rfTQT8nB9P0p6KfkhKVu6utsbN9axu6dFaHlIgwGLRMnZTFtxiAGhHGdroDHhf3Tt7FuWxUcy+UPxqMymDBPvoG4Wd/DOGTKBTlwXFEUilvr2Fh+mI3lR/iksSJ0TK1SMS1tCHNzR3HNwJEyjkuIr0CSL3FRcNd/iHXf7fjagmN0DOnXETf+j2ii0iMW07H6Hbx98EmO1m0BQKcxcHn+97iq8EdE9/JG2IovgOvdYzhe2oN332ldSLPzgknX6N6vF4/bx/5Pa9i5vZxTpS2h8uQBJqbPHMSEoiyMRl2vxwGgBPw4j36EddvL2HavJuC0hI4ZB08m7pLvYZ50A+qo8O4cEA7egJ+ddafYWH6Yd8uPUG5rDh1ToWJy2iC+njuGqweOYMAF+P2FiARJvsQFze+swbr/LlwVrwCgNgzAPPpxonL+KyItF4qicKx+G+sOPsmx+u3BmFRapg3+FnNH3klCdO8mPYFWJ47X9+N4eR+B2uBeemjVGK8ZhumWyeiG9u5AekVRqKywsHN7OZ/srcbdPqZMrVZRMDyFaTMGMjR/QFhmLiqKgvvUHtq2/wPrjn/ib/0sCdUmZmGespDYaYsxZI3s9VjCrcVl5+PqEt6tOMIHlcVY2sewQXAM18yMPObkFHJF1nBSoiXhEqKnSfIlLkiK34n9+FPYjj6K4rMCKqIH/wDzyIcjMrbLH/Cxt2ID7xX/hVNNnwCgUeuYPvgGrir8EUmm3htTpSgK3r1VOF7fj+vfxdDeradOiibq22OIvnEsmgG9263X3ORg394qPtlTRV3dZ2O5kpKjKZqcw4SiLOLCsPm2EvDjKtlG2543se1+E19TWeiY2pSAuWgB5qmLiBo644KasegL+NnXUMGHVcf4qOo4nzZWonT0MQOJBhNX5gzjyuxCZmUMJVqnj2C0Qlz4JPkSFxRF8eMse4m2Qw8ScAYHCOsSiogd9zT6xIlhj8fpbWPLiX/ywbHnabIH49GqDcwYcgNfG/4jEk0ZvfazAy0OnP86hOP1A/hPNoXKtcNSiL5pAlHXDENl6L1fATabm/2f1LBvTxVlpz7rVtRq1Ywak86kKdnkDk7q9VYuxefFUfwRtt2rse39F35LbeiYSh+Nacw1xE5dRPSoq1DrIrfxdk+rtLW0J1vH2FJzAqvH1el4QXwql2UV8LWcQsYPyEFzASWbQvR1knyJC4KiKLhr3qLt0M/xWT4FQBOdQ8yIXxCVsyjs+zJWtRazqWQV20+txuUNdu/FGBK5ZOhNXJp3E7FRA3rl5yoeH+5NpTjXHcb9nxPBza4BVZQO49XDiPrWaHSj03uty7XN6uLQwToOHqil5FgjgUCwdUWlgiF5yYybkMnI0WlERfXuWC5fay32A+9g378Bx8F3O43hUkfFYRp3HeYJ3yB61NdQ6y+MmXqVtha21Zxke91JttWUdhq7BRBviGZWRh6XZOYzK2Mo6abeHVcohPh8knyJfk1RAriq12A7/HAo6VLp4ogZ9j+Y8m5HFYbZgh28fhd7KzawqWQVJQ27QuWp5iFcMexWpgyaj17b8/EoAQXvnkqc6w7j+ncxitUdOqYtTCV6wWiMc4ejjumdVp3mJgcHD9RycH8tZaeaQ2tyQXCD67HjMxk7LoPYXuxWVAJ+XKW7se/fgP3T9bhP7el0XGMeQMz464mZOJ/o4Zeh0vb/brWKtma215ayrfYk22pPUmFr6XRco1IzISWHSzKGcklmPqOSMqV1S4g+QpIv0S8pAQ/Oin9gP/ZbfJYDAKi0MUQPuZ2Y/J+GbWsgRVE42biH7afeZHf5WhyeYAuLWqVhTOaVzMpbzLC06ah7uOVN8QXw7KnE/d5xXO8f/2zwPKBOicF4zTCi5haiK0zt0Z8L4PcHKD/VwtEj9Rw9Uk9NdVun49k58YwcncbI0WkM6KWxZIqi4K09huPwBzgOv4/j6IcE7J2TD8OgCZhGX41pzDUYcyei6seLf7r9Pg42VbGnvpw9DeXsqS+j1mHtdI5GpWZMchZT0wYzNX0wRSkDMV1A3ahCXEgk+RL9SsDTjOPkc9hLnibgCq4Ar9KaMeXdgSl/KWp9eBbhrGsrZcepN9lx6k0abeWh8oTodGYOWcj0wTcSH92ziY/i9uHeVob73WO4/nMCpfWzGWqqGD3GK/Mxzi1EPykbVQ9vuWO1uDhW3MDRw/UcK24IrcUFwS7F3CFJjBqVxohRacQn9Hw3nqIo+BrLcB7b1J5wfYCvparTOeqoWKJHXIlpzNWYRl2NNr5/bm+jKArVdgv7GjoSrXIONlXhad+ouoO2I9lKH8zUtMFMlGRLiH5Dki/R5ymKgrdpC47Sv+CsfB38waRDbUzHlHc70YNvC0vSVWstYV/Fv/mk8t+cav40VG7QRjMu62qm5M6nIGUq6h5sYfFXWXBvOYV7SymeLadQHN7QMVWcEeNleRiuGIph2kBUPbgmls3m5mRJEyXHmzhR0khDvb3T8WiTjvyCAQwrTKGgIAVTTM924yk+L+7yT3CWbMN5fAvO41s7LQUBoNLqMeZNI7rwcqILL8eYW4RK079+pSmKQpW9lf2NVRxoqmJ/UxUHm6poctnPOjfJaGLCgBzGpwxkQkoOY5KyZFaiEP1U//pNJS4qfncDzrIXcZSuxN92NFSujR+LaehSorJvQKXuvZtPQAlQ1ryfTyr+zb7Kf1PXdiJ0TK3SUJg2k8mDvsGYrDkYtNE98zMdHry7KnFvKcW95RT+0s6DptVpZoyzh2K4Yij6CVmotD3TwmWzuTlV2sKJ442cKGmitqZzV6JKBZlZcRQMT2HY8BSyc+J7dJaiz1qPq3Q3rpJtOI9vxXVyJ4rH0fkkjRbjwPFEDb+M6MLLicqbhtrQM/UeDh6/jxOWRopbaznaUsuBxioONFXT7D470dKq1BQkpDIhZWDwMSCHgebEC3JVfSEuRpJ8iT4l4GnBVf0vXBWv4q5/H5T2rV00JozZNxCdewu6xMm9dhOyOhs4UreZwzUfc7h2E1ZXQ+iYRq1jWOo0xmZdxdjMK3tkxmLA5sa7rxrPnko8eyrx7q8JzVAM/lAVujEZGKYPwjBzMNoRqV/5u/v9AaqrrJSXtVBe1kp5WQtNjY6zzktLNzMkL4khQ5MZPCSR6OieSXR9ljpcp/bgPrU3+Fy2F19z5VnnqaPjicqbinHodKKGTsOYW9Qvkq2AEqC8rYXillqKW+s42lJLcUsdJywN+JTAWed3JFqjkjIZnZzFqKRMhiekYdSGZ3V/IUT4SfIlIs7vbsBduwFX5eu4azeC8lnXmi5hItG5t2DMvhG1ruc3MHZ62yht3MeRui0cqdlERevhTscNWhMjMy5jbOYcRmVcRpT+/GNQFIVAbRveAzV49lTh2VOJ72g9BJRO52ky49BPH4Rh+iD0k3NQx57/LEG/P0BDvZ3qagvVlVbKy1qprGzF5z07CUhNjWFwXhJD8pIYnJdEzFecHan4vHjqjuOpOoi76jDu8k9wn9p71lgtAFQqdKn5RA2ZhHHoNKKGTkefPrxPL3Rq97o5ZW3ipLWRk5YGTlobKbE0cKy1DqfP2+VnYvVGCuJTKUhIY0RiOqOSMhkmiZYQFx1JvkTYKUoAb8te3LUbcNduwNu8E05bbVsbOxJj1reIyv4WWnNBj/7sVkcdJY27KGkIPipbj6Cc0RqRnTCCwrRZFKbNZMiAieg055eE+Jvs+A7W4T1Yg/dgLd6DtQSazm5h0mTHoZuQhX5CFvoJ2WgGxp9X65bb7aO2po3qKgvVVVaqqyzU1LR1mWhFRevIGRhPzsAEBg5MIHtg/HmvvaX4fXgbSvFUHcJddbg92TqEp6YY/F0kISoV+rQCDIPGYxw0IficM65P7pvo9HmotLVyytrYnmS1P1sbqTtjtuHpDBoteXEDGJaQRkFCGsMS0hgWn0q6KU66DoUQknyJ3qcoAXyWg3gaN+Fp2ISncRMBd0Onc7TxYzGmX4cx+9voYgt75Ofa3M2UNR9of+ynvPkgzY6zW12STdkMTZlMYdpMhqXNINbYvf0NFY8P38lmfMcb8R1vwHesEe+xhk7LP4RoVGjzktGNy0Q/MZhwaVK7l3TYbG7q62xnPNpobXV1eb7eoCEjI5b0jFiyc+LJGZRAcrKpW2O2lIAfX1MFnrrjeOtKgs+1x/DUleBtLAW/r8vPqYwxGDJGoM8sxJA1qj3RGttnEq2O5KrC1kKlrYWKtvbn9veNLtsXfj7RYGJwXDKDY5PJjU0mNy6Z4QlpDDQnou3HS1sIIXqXJF+ix/ldtXhb9uBt2Yu3ZReexq0o3s5rMKm0ZgypV2BIuxpD2lVoojLP++d5fE5qrSVUW45TYy2hxnKMipbDXSZaKlRkxQ9nyIAi8tofCdFfviSBoigEmhz4y1rwlbV89nyiCV9ZC/jObl1CBZrcRHQj09CNSEM3Kg1dQQqqL2lhCgQULBYXzU12mpscNDU5aG5/NDbacdi77tICMJsNZGTFkpEZR2ZmLOmZsSQlfXmipfi8+Foq8TaV42sqw9tUgbexDF9zOd7GcnyNpSg+z+d+XqUzos8Yjj5zBIbMEcHnrJFoE7Mj0nWoKAotbge1Dgs1dit1Tiu1diu1Dit1Diu1Dgu1DmuXswrPFKMzMNCcyODYAQyOCyZZHc8J/WAMmhCi75HkS5w3xe/GZzuOr+0IPusRvK378LbsIeDsIunRmNAlT8OQfAn6ATPRJU7q1kxFn99Dk6OKRls5jbZyGmxl1FpPUmM9TpOtotMmwadLMecyMGEUOYkjGZg4ipyEkZ87bitgc+OvsRKobsNfa8Vf04a/ojWUbCn2L0g+Yg1ohw5AOzQZXX5y8HXBgLNWlVcUBbvdg6XVhcXixGpxYbG4gu9bXTQ3O2hpduD3d/19OiQkRpGSGkNKqpmU1BhSU2NISYkh2tS5TpVAAL+tEa+lFp+lBr+lFp+lDl9rDf7WGrzNlfiayvC1VtNpafquvqNWjy5lCLrUPPSpQ097Hoo2IbPXkyyP30eTy06Ty0aTy06jy06zy0aj8/QyG41OG3UO61nrYn0es85AtjmR7JgEsmISyIqJJysmIfQ+Th8lXYVCiB7VL5KvQCDA008/zWuvvUZbWxtFRUU8+OCDZGdnd3l+S0sLDz/8MJs2bUKlUnHttddy9913ExX12eKPGzZs4Pe//z2VlZUMHjyYe+65h6lTp3brGheDgLcNv6Os/VGO334KX1sxvraj+O0nQenqBqdCax6GLmFC8JE4GV3CeFTqrlt8/AEvVlcjrc46LM46Wp11tDpqaXXW02SvoNFWQYuj+nMTLAjum5gRl096bB7pcUPJiCsgJ2EERp0Zpc1NoMlBoMJOYF8N9qaS4PsmO4E6G/4aK/4aK4rt85Or9q+FJiMOzcB4tAMT0AxMQDsoEdWQJFxmAw67hxabB7vNg93uwbb5VPC1zUObzY2l1YXV6upyDNaZNBoVCYnRJCZFk5QUfE5MiiYxTkdCtBuNuwW/rQm/rQq/rZHAoWbsO5qw2prwtzXis9QGEy1r3ed2CZ719bQGtEk56JJz0CbmoEseGHyflIMuORdtUvZXXiVeURTsPg8WtxOLx4HF42p/7fzs+fTXbifNbgdNLttZG0OfiySjibToWNKi40iNjiUtOjb0nG6KJdOUQJzh4vo3LYSIvH6RfD3zzDO8/PLLPProo6SlpfHYY49x6623snbtWvT6s1tP7rjjDpxOJy+88AJWq5X7778fh8PB//3f/wGwfft27rrrLu6++26mT5/O66+/zm233caaNWsYMmTIOV2jP1MCPhSvhYC7Ab+7joC7noCrnoCrLvjeVYffWYnfUYbiaf7Ca6m0sWhjh6M1D0MbNxp13Gj8MXm4FbB6rNjcLdhtddiaVmFzt2L3tGBzN2N3t9LmbsLirKfN1fiFiVUHvTqKZGMmSdoMkkgl2Z9KqiuD1LYUomsNBKwuFKubgNVFwFJCW+OnWJod4Dm3FhAAxWxASTbhS4zGmxCFKz4Ke3wUtlgjrdF6HF4/LpcPl9OLs6oNe3ETTufhL2s0Oku0UUWsCcwGPzF6NzFaJzEaG7HqZmKVRqJ99SiuVgINbQQqrAQcFvyOFuwuG1/eUXY2jTkZTVw62rhUtPHpaOLS0MaloU3MQpcUTLI0sSmhFh5/IIDL78Xl92L3+YKvW+tw+X24fF6cPi82rxu7z43d68bu9QTfe93YfZ5OZQ6fu/1YsLyr5RbO+Xuo1CQZTSQaTSQbY0iKMpFkMJEcFRMqSzbGkGaKJSXKjL6fLboqhLg4qBSlu7eN8PJ4PEyZMoXly5ezaNEiAKxWKzNnzuSXv/wlc+fO7XT+vn37uPHGG1m/fn0okdq8eTO33norH330Eampqdxyyy2YzWaeeOKJ0OduvPFG8vPzeeihh87pGt01e/ZsAN5///1QmaIowXWsAl6UL3o+syzgRvE5UPxOAj4bAb+DgM8efO1zoPiDj4DXiuKzongt4G1D8VnBZ0Xld35emF3yqYy4NHE4VTHYVdFYiKJZMdCgaGnx+3ErDlx+B+6AAz/n1spyJnVATYzbjNlhxmw3YW4zYbZEE99sIrE+hoTWOEz2KFScX/ePV6fGZdTiMGhw6LXYdRpsOi1Wg5Y2oy708J73oqUKRpUTIzaMijX48Ldg9DVjDLQSFbBgCjRiUpqIDjSjOc96AlBUanzGWLxRsXiNsXiMZtxGMy6jGZchBqfRjN0Yhy0qFosxDpvBhBs1voAfb8CPx+/H7fcGEym/F3d7QnX666+SIJ0LvVpDnCGKWH0UcR0PQxRxeuNpr4PHk4ym4CMqhji9scf3yRRCiC/S1f37q+rz/y08evQodru9U5dgbGwshYWF7Nq166zka/fu3QwYMCCUNAFMmjQJlUrFnj17uOqqq9i7dy/33ntvp89NnjyZjRs3ntM1rrnmmi5j7fgD6kplZSUatcKlUwaf+5fvccb2R5ACBAAFVfszBFCFygPKZ+WffcLe/uiKGgi2RKpQoVJUqALBZ7XS/r69LPhejTrQ8b7jhupuf3Td4qYAiioYs6L67DXtrwPtrwOAogqeE+gYr9Nx6c8R/OYKqtNqREUAldJFWcd5SqD9/bklKwpRKKqsUPwdVwqo2q+oar96xzFV5+OB9uOddfyZ1J5TDF9G1/7ooFIFU97QMypUKhVqlQoVKtQq2p/by884/tlrUJ9Wfmb0nTcPEkKIvqGmpgaNpmdnL/f55Ku2NnhDSU9P71SekpISOna6urq6s87V6/XEx8dTU1OD1WrF4XCQltZ5htvp1/uya5wvf0CFxpR73p8XQR1/Bmf+GYnuk7rsGVKPPUfqsudIXfYMv99PINCzvQF9PvlyOoNdZGeO7TIYDFgsli7P72ocmMFgwO1243K5Pvd6brf7nK7xeb6oSbI3mi0vVlKXPUfqsmdIPfYcqcueI3XZM76oV+t89fnBE0ZjsJvM4+k8E83tdnc589BoNJ51bsf50dHRGAyGL73el11DCCGEEOJ89fnkq6O5tL6+vlN5fX19lwPf09LSzjrX4/HQ2tpKSkoK8fHxREdHf+H1vuwaQgghhBDnq88nX8OGDSMmJoYdO3aEyqxWK4cPH6aoqOis84uKiqitraWsrCxUtnPnTgAmTJiASqVi/PjxobIOO3bsYOLEied0DSGEEEKI89Xnky+9Xs/ixYt5/PHHef/99zl69CjLli0jLS2NOXPm4Pf7aWhoCI3lGjNmDOPHj2fZsmXs37+f7du38+CDDzJv3rxQy9bNN9/M22+/zfPPP8+JEyf49a9/zZEjR1iyZMk5X0MIIYQQ4nz0+eQLggueLliwgAceeICFCxei0WhYuXIlOp2OmpoaZsyYwfr164HgdPinn36arKwslixZwtKlS5k1axYrVqwIXW/GjBk88sgjvPLKK3zjG99g+/btPPvss6GlJc7lGkIIIYQQ56PPz3YE0Gg03HXXXdx1111nHcvKyqK4uLhTWVJSEk899dQXXnPevHnMmzfvc4+fyzWEEEIIIbqrz69wL4QQQghxIekX3Y5CCCGEEBcKSb6EEEIIIcJIki8hhBBCiDCS5EsIIYQQIowk+RJCCCGECCNJvnpIIBDgqaeeYubMmYwdO5bvf//7VFRUnNNn33rrLQoKCqisrOzlKPuH7tal1+vlN7/5Tej8xYsXc+TIkTBG3Hd1ty6bmpr42c9+xpQpU5g8eTLLli2jrq4ujBH3fX/605+46aabvvCclpYWfvazn1FUVMSkSZP4+c9/jtPpDFOE/ce51OXx48e57bbbmDx5MlOnTuWOO+6guro6TBH2H+dSl6eT+07XzqUee+KeI8lXD3nmmWd4+eWX+cUvfsE//vEPAoEAt956a5cbdJ+uqqqKhx56KExR9g/drcsVK1awevVqHnnkEd544w0SExP5/ve/T1tbW5gj73u6W5dLly6lurqa559/nueff57q6mp+8pOfhDnqvmvVqlU88cQTX3reHXfcQVlZGS+88AJPPvkkH330kSzSfIZzqcuWlhZuvvlmjEYjL774In/+859pbm7m1ltvxe12hyfQfuBc/152kPtO1861HnvknqOIr8ztdivjxo1TVq1aFSqzWCzK6NGjlbVr137u5/x+v7Jw4ULlO9/5jpKfn69UVFSEI9w+rbt1WV5erhQUFCj/+c9/Op1/2WWXKVu3bg1HyH1Wd+vSYrEo+fn5yvvvvx8qe++995T8/HylpaUlHCH3WbW1tcoPfvADZezYscpVV12lLF68+HPP3bt3r5Kfn6+UlJSEyj7++GOloKBAqa2tDUe4fVp36vLVV19Vxo0bpzidzlBZdXW1kp+ff9H/+1aU7tVlB7nvnK079dhT9xxp+eoBR48exW63M3Xq1FBZbGwshYWF7Nq163M/9+yzz+L1evnBD34QjjD7he7W5ZYtWzCbzcyaNavT+R988EGna1yMuluXRqMRk8nEmjVrsNls2Gw2/vWvf5Gbm0tsbGw4Q+9zDh06hE6n46233mLMmDFfeO7u3bsZMGBAaLsygEmTJqFSqdizZ09vh9rndacup06dyjPPPIPRaAyVqdXB25bVau3VOPuD7tRlB7nvnK079dhT95x+sb1QX1dbWwtAenp6p/KUlJTQsTPt37+fv/71r7z++usypuY03a3L0tJSsrOz2bhxI8899xx1dXUUFhZy7733drr5XYy6W5d6vZ5HH32UBx98kIkTJ6JSqUhJSeGll14K3fAuVpdffjmXX375OZ1bV1d3Vp3r9Xri4+OpqanpjfD6le7UZVZWFllZWZ3KnnvuOYxGI0VFRb0RXr/SnboEue98nu7UY0/dcy7u36g9pGMgrV6v71RuMBi6HJfgcDhYvnw5y5cvZ9CgQeEIsd/obl3abDbKysp45pln+OlPf8of//hHtFotixYtoqmpKSwx91XdrUtFUThy5Ajjxo1j1apV/O1vfyMjI4Mf//jH2Gy2sMR8IXA6nWfVOXx+vYtz9+KLL/LSSy+xfPlyEhMTIx1OvyL3nZ7RU/ccSb56QEeT+JmDmN1uN1FRUWed//DDD5Obm8uNN94Ylvj6k+7WpVarxWaz8bvf/Y4ZM2YwevRofve73wHw5ptv9n7AfVh363LDhg289NJLPPbYY0yYMIFJkybx7LPPUlVVxeuvvx6WmC8ERqOxywkNbreb6OjoCETU/ymKwhNPPMHDDz/Mj370o27N6hNBct/pGT11z5Fuxx7Q0cVQX19PTk5OqLy+vp6CgoKzzn/jjTfQ6/WMGzcOAL/fD8DcuXP54Q9/yA9/+MMwRN03dbcu09LS0Gq1nZp7jUYj2dnZF/0U6u7W5e7du8nNzSUmJiZUFhcXR25uLmVlZb0f8AUiLS2N9957r1OZx+OhtbWVlJSUCEXVf3m9Xu677z7WrVvHfffdx3e/+91Ih9QvyX2nZ/TUPUdavnrAsGHDiImJYceOHaEyq9XK4cOHuxyXsHHjRtatW8eaNWtYs2YNDz/8MBAcy3Cx/6+ku3VZVFSEz+fjwIEDoTKXy0VFRQUDBw4MS8x9VXfrMi0tjbKysk5dYw6Hg8rKSumm6IaioiJqa2s7Jaw7d+4EYMKECZEKq9+6++67eeedd/jNb34jiddXIPedntFT9xxp+eoBer2exYsX8/jjj5OYmEhmZiaPPfYYaWlpzJkzB7/fT3NzM2azGaPReNYfUMfg54yMDOLj4yPwDfqO7tblxIkTmTZtGvfccw8PPfQQ8fHxPPXUU2g0Gq6//vpIf52I6m5dzps3j5UrV7J06VLuvPNOAJ544gkMBgPz58+P8Lfpu86sxzFjxjB+/HiWLVvGihUrcDgcPPjgg8ybN4/U1NRIh9unnVmXq1evZv369dx9991MmjSJhoaG0Lkd54iuyX2nZ/TWPUdavnrIHXfcwYIFC3jggQdYuHAhGo2GlStXotPpqKmpYcaMGaxfvz7SYfYL3a3L3//+90yaNInbb7+dBQsWYLPZ+Pvf/y4DculeXaakpPDyyy+jKApLlizh5ptvRqfT8fLLL2M2myP8TfquM+tRpVLx9NNPk5WVxZIlS1i6dCmzZs2SRVbPwZl1uW7dOgB+/etfM2PGjE4P+X36xeS+0zN6656jUhRF6Y2AhRBCCCHE2aTlSwghhBAijCT5EkIIIYQII0m+hBBCCCHCSJIvIYQQQogwkuRLCCGEECKMJPkSQgghhAgjSb6EEEIIIcJIki8hhBBCiDCS5EsIIXrR6tWrO+2vKYQQssK9EEL0grVr16LRaHC5XGRkZHD8+HHy8vKYOnVqpEMTQkSYJF9CCNEL/H4/L730EqtXr8ZoNLJw4ULmzZsX6bCEEH2ANtIBCCFEX1dTU8Oll156Tue+9957ZGdnA8FNtjueNRpNb4UnhOhnpOVLCCG+RFNTE5s3bw69d7vd/O///i+TJ0/mm9/8ZqhcpVLx9a9/HQh2O6rVatxuNxkZGRw7doyhQ4dKt6MQQpIvIYTorgMHDrBgwQLuuecevve9733huatXryYzM5PJkyeHKTohRF8n3Y5CCNFNxcXFAOTn53/pufPnz+/tcIQQ/YwsNSGEEN3UkXwVFBREOBIhRH8kyZcQQnRTcXExiYmJDBgwINKhCCH6IUm+hBCim44dOyatXkKI8ybJlxBCdEN9fT0tLS3nNN5LCCG6IsmXEEJ0g4z3EkJ8VZJ8CSFENxw7dgyQ5EsIcf4k+RJCiG4oLi5Go9GQl5cX6VCEEP2UJF9CCNENxcXF5OTkYDQaIx2KEKKfkuRLCCHOkc/n48SJE9LlKIT4SmR7ISGEEEKIMJKWLyGEEEKIMJLkSwghhBAijCT5EkIIIYQII0m+hBBCCCHCSJIvIYQQQogwkuRLCCGEECKMJPkSQgghhAgjSb6EEEIIIcJIki8hhBBCiDCS5EsIIYQQIowk+RJCCCGECCNJvoQQQgghwuj/AzqvkviEge8dAAAAAElFTkSuQmCC", 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", 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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -186,15 +190,15 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 6, "id": "cfe21a10-e0a2-4528-8661-437af1b7a7dd", "metadata": {}, "outputs": [], "source": [ "def sample_chains(inputs, npoints):\n", " \"\"\"Inputs: List[(m, lr, la)]\"\"\"\n", - " to_reduced_density = MOL / METER**3 * NAV * ANGSTROM**3\n", - " to_reduced_pressure = PASCAL * ANGSTROM**3 / KB / KELVIN\n", + " to_reduced_density = si.MOL / si.METER**3 * si.NAV * si.ANGSTROM**3\n", + " to_reduced_pressure = si.PASCAL * si.ANGSTROM**3 / si.KB / si.KELVIN\n", " \n", " result = {}\n", " for (m, lr, la) in inputs:\n", @@ -219,7 +223,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 7, "id": "5702c6e7-0b80-4076-9517-7c21de635e58", "metadata": {}, "outputs": [], @@ -234,7 +238,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 8, "id": "3f4ebcf7-2de0-482a-9a61-46c9b4186047", "metadata": {}, "outputs": [], @@ -244,18 +248,20 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 9, "id": "5e17281f-599d-47ca-b2e5-59d57fca2ccc", "metadata": {}, "outputs": [ { "data": { - "image/png": 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IIYS4YmvXruWpp56iT58+zJw5s8SQBO6uPID09PQyXWfv3r2MHTuWRo0aMW/evCIhCaBWrVrUqVOn8GEymejUqRMOh4N9+/YV7mexWDhz5kyRlrUL9YSFhZWppookQUkIIYSoBlJSUi6aFPKCrKws/v3vf9OiRQtefPFFsrKySElJISUlhczMzEse07RpU4xGIwcPHix1DQ6Hg2effZbg4GDeeustrFZr4XVKClwdO3bkuuuu49///jfbt28nNjaW559/Hq1WW2RqAoADBw5UmYHcIF1vQgghRLXQo0cPJkyYwOOPP37Rc3/88QfZ2dns2bPnoikCOnfuzJw5cy46xsvLi+uuu47NmzfTv3//UtWwd+9e4uLiALjhhhuKPFerVi3Wrl1b7LEfffQR7777LhMmTMBisdC+fXtmz55NUFBQ4T7p6enExsby5ptvlqqeyqCoVzIBxDWuX79+AKWa+l0IIYSorjZu3MjTTz/N+vXrMRgMni6HmTNnsmbNGubPn39Fx1fE+7d0vQkhhBA1VPfu3WncuPFllx+pDDabjQULFvDEE094upQiJCgJIYQQNdgbb7zBzJkzix3/VFnmz59Pr1696NKli0fr+CcZoySEEELUYNHR0axYscLTZXD//fd7uoRLkhYlIYQQQohiSFASQgghhCiGBCUhhBBCiGJIUBJCCCGEKIYEJSGEEEKIYkhQEkIIIYQohgQlIYQQQohiSFASQgghrjHp6en06NGDjz766LL75ubmMmjQIBITEy96btKkSUycOPGi7YsXL+bmm2+mbdu2DBgwgBkzZuB0Oi97rZkzZ9KvXz9at27NsGHD2Lx5c+Fzq1evZvz48Zc9R2WToCSEEEJcY1566SVSUlJKte/bb7/N4MGDiYiIKNzmcrmYOnUqCxcuvGj/pUuX8sorr3DPPfewdOlSnnzyST7//HOmT59e4nU+/fRTPv74Y5555hmWLl1K27ZtefTRRzlz5gzgXmQ3JyeHZcuWleGVVjyZmVsIIUS1pqoqdtvlWzMqit6gRVEUj13/nxYuXMipU6cIDQ297L5xcXEsWbKE9evXF247fvw4L774InFxcURFRV10zIIFC7j11lu56667AIiJieHkyZMsWrSICRMmXPI6+fn5fPHFFzz77LMMHjwYgBdffJHt27ezY8cOoqOjARgzZgyTJ09m8ODBaLXaMr/2iiBBSQghRLWlqiqffriJuFMZHquhbr1AHn38ujKFpSZNmvD666/z448/sm/fPmrXrs2UKVM4duwY06dPJzs7m169evHWW29hMpkKj5kwYQKPP/54sec9efIk7777LrNmzSpxvwtmzZpF165d8ff3L9y2efNmGjRowCeffMKTTz550THPPvssQUFBRbZpNBqysrKKvc6OHTsoKChgyJAhhdu0Wi1Lly4tsl+PHj3Iyclh5cqVDBo06LL1VwbpehNCCFGtVaHGnDKZNm0aY8eO5ccff8TX15dx48axYsUKZsyYwZtvvsnq1atZtGhR4f4bNmxgzJgxxZ7PbrfzzDPP8OCDD9KiRYtS1bBmzRp69+5dZNuoUaOYMmUKwcHBlzymQ4cO1KtXr/DrnJwcFixYQM+ePYu9zsmTJ/H39+fIkSOMGDGCbt26MXr0aHbu3FlkP71eT/fu3VmzZk2p6q8M0qIkhBCi2lIUhUcfv65adr0NHz6cvn37AjB06FBef/11Jk2aRN26dWncuDFffvklx44dK9z/cl1pH374IUajkYceeqhU109ISCApKYkmTZqUufYL8vLyGD9+PFarleeff77Y/XJzc7FYLEyaNIlnnnmGqKgoFi5cyH333ceSJUto0KBB4b6NGjXi+++/v+KaypsEJSGEENWaoigYjNXv7axOnTqFn5vNZsA93ucCk8mEzWYr1bm2bt3KggUL+OGHH0o9tufCYO9/dqOVVkpKCo888gjx8fHMnDmT2rVrAzB27Fh27NhRuN9rr72GTqfDYrHwwgsvFLZgtWjRgl27djF37lxeeeWVwv2DgoJITU29opoqQvX7nyWEEEJcA3S6i9+CNZorGxHzww8/kJ+fzy233FK4raCggM8//5zly5fz888/F3stl8tV5usdP36csWPH4nK5mDdvHo0aNSp8bsqUKVgslsKvg4ODWbt2LUCR1itFUWjQoAHx8fFFzu10OqvU4HgJSkIIIUQ19+yzzzJu3Lgi20aPHs2AAQN44IEHLnnMha689PT0Ml3rzJkz3Hffffj5+TFz5kwiIyOLPB8eHn7RMR07dkRRFHbv3s2NN94IuAfix8bG0q1btyL7pqenExYWVqaaKpIEJSGEEKIaSElJwcvLC29v74ueCw4OvmjwtU6nw9/fn1q1al3yfOHh4URGRnLw4EE6d+5c6jpeeOEFbDYbU6dORafTFZmvqbhxVFFRUQwfPpzJkydjNpuJiYlhzpw5xMfHM3LkyCL7HjhwgDZt2pS6noomd70JIYQQ1UCPHj346quvyvWc/fr1KzI79uUkJSWxdetWsrKyGDp0KD169CjyKMmrr77K8OHDeemllxg6dCgHDx7kq6++on79+oX72O12du3aRb9+/a74NZU3RVVV1dNF/FNaWhpvvfUW69evx2q10qlTJ/79738XGRX/dxkZGUyePJk//vgDRVEYMmQIzz//fOHguLK68A9UlW5PFEIIIcrbiRMnGDp0KGvXri3VBJUVbfny5bzzzjssX74cvV5f5uMr4v27SrYoPfbYY8TFxTFjxgy+++47TCYT999/PwUFBZfc/1//+hdxcXHMmjWLDz74gHXr1vHqq69WbtFCCCFENVO/fn1uuukm5s6d6+lSAPj666+ZMGHCFYWkilLlglJWVha1atVi8uTJtG7dmgYNGjB+/HiSk5OLzCdxwa5du9i6dSv/93//R4sWLejWrVvhbKdJSUkeeAVCCCFE9TFx4kSWL19OQkKCR+tYtWoVfn5+3HbbbR6t45+q3GBuf39/3nvvvcKv09PTmTVrFhERETRs2PCi/bdv305oaGiRbrnOnTujKAo7duwoXFPmn0rq/0xISLhoFL8QQghxLfL392fFihWeLoP+/fvTv39/T5dxkSoXlP7u5Zdf5ttvv8VgMDB9+nS8vLwu2icpKemiUGMwGAgICPB4OhZCCCFE9Valg9J9993HXXfdxbx583jssceYP3/+RevXFBQUYDAYLjrWaDRitVqLPXdJA72q0mh7IYQQQnhOlRuj9HcNGzakZcuWTJkyhVq1al1ysFlxU7xbrdZLtkAJIYQQQpRWlQtK6enp/PzzzzgcjsJtGo2Ghg0bkpycfNH+ERERF2232WxkZmZWqZk9hRBCCFH9VLmglJqaytNPP82ff/5ZuM1ut3Pw4MFLzqPUqVMnEhMTiYuLK9y2detWADp06FDxBQshhBDimlXlglLjxo3p1asXkydPZtu2bRw9epSJEyeSnZ3N/fffj9PpJCUlpXDBvTZt2tC+fXueeuop9u7dy+bNm5k0aRK33nrrJdebEUIIIYQorSoXlACmTp1Kt27deOqpp7jjjjvIzMxk3rx5REVFkZCQQI8ePfjll18A9+rDH3/8MbVr1+a+++7jySefpFevXjLhpBBCiBpn9uzZ9O/fn7Zt2zJs2DDWrVt32WNyc3MZNGgQiYmJFz03adIkJk6ceNH2xYsXc/PNN9O2bVsGDBjAjBkzcDqdl73WzJkz6devH61bt2bYsGFFlk9ZvXo148ePv+w5Kp0qLtK3b1+1b9++ni5DCCGEKLXFixerbdu2VX/99Vf19OnT6vvvv6+2aNFCPXToUInHvfzyy+qHH35YZJvT6VTfe+89tXHjxuq///3vIs/9+OOPaosWLdRvvvlGjYuLU3/++We1ffv26kcffVTidT755BO1bdu26s8//6yePHlSfe2119S2bduqp0+fLtznnnvuUZcuXVrGV/6Xinj/rpItSkIIIYQom9WrV9OjRw9uvPFGoqOjeeKJJ/Dy8ioy5vef4uLiWLJkCffee2/htuPHjzNy5EgWLVpEVFTURccsWLCAW2+9lbvuuouYmBgGDx7MmDFj+O6774q9Tn5+Pl988QXPPvssgwcPpm7durz44otER0ezY8eOwv3GjBnD+++/X6rWqcoiQUkIIUS1pqoqrnybxx7qFawt36RJExYuXMjIkSNp1aoVgwYNYufOnSxcuJA+ffrQvn17nnzyycLxuBeO+eijj4o9Z3BwMNu2bePw4cOoqsovv/xCTk4OrVq1KvaYWbNm0bVrV/z9/Qu3bd68mQYNGvDTTz9Ru3bti4559tlnefDBB4ts02g0ZGVlFXudHTt2UFBQwJAhQwq3abVali5dyq233lq4rUePHuTk5LBy5cpiz1XZqvSEk0IIIURJVFUl/Z752Hed81gN+va1CJozAkVRynTctGnTeOONN6hbty4TJ05k3LhxtGzZkhkzZnDy5EmeeeYZFi1axOjRowHYsGFDifMDPv7448TGxjJ06FC0Wi0ul4tXX32Vjh07FnvMmjVreOSRR4psGzVqVIl1//OO8pycHBYsWEDPnj2LPebkyZP4+/tz5MgR3n//fU6dOkXDhg156qmnaN++feF+er2e7t27s2bNGgYNGlRiHZVFWpSEEEJUb2UMKFXF8OHD6du3L/Xr12fo0KFkZWUxadIkGjduzMCBA2nWrFmRxeBDQ0Px9vYu9nynT5/G5XLx9ttv89133zFu3DimTJnC+vXrL7l/QkICSUlJNGnS5IpfQ15eHuPHj8dqtfL8888Xu19ubi4Wi4VJkybxwAMP8MUXX1C3bl3uu+8+jh8/XmTfRo0asXv37iuuqbxJi5IQQohqS1EUguaMQC2we64Gs77MrUkAderUKfzcbDYDEBMTU7ituJUnLiU/P5/HHnuM//znPwwdOhSA5s2bc/bsWd59991LtvakpKQAEBQUVObaLxz/yCOPEB8fz8yZMwu76caOHVtk3NFrr72GTqfDYrHwwgsv0Lt3bwBatGjBrl27mDt3Lq+88krh/kFBQaSmpl5RTRVBgpIQQohqTVEUFK+L1/ys6nS6i9+CNZor6+g5fvw4mZmZF41Hatu2LatWrbrkMReu5XK5ruh6Y8eOxeVyMW/ePBo1alT43JQpU4qMrQoODmbt2rUARVqvFEWhQYMGxMfHFzm30+m8ouBZUaTrTQghhKjmIiIiADhy5EiR7UeOHKFu3bqXPCY0NBRwLx1WFmfOnOG+++7DbDbzzTffFAlJAOHh4dSpU6fw4ePjQ8eOHVEUpUiXmqqqxMbGFmlZu1BPVVqCTFqUhBBCiGogJSUFLy+vS45TCg0N5aabbuKNN97AaDTSuHFjfvvtNxYvXsx77713yfOFh4cTGRnJwYMH6dy5c6nreOGFF7DZbEydOhWdTlfYhXehjkuJiopi+PDhTJ48GbPZTExMDHPmzCE+Pp6RI0cW2ffAgQO0adOm1PVUNAlKQgghRDXQo0cPJkyYwOOPP37J56dMmcL06dN56623SE1NpV69ekydOpWBAwcWe85+/fqxefNm7r///lLVkJSUVLie6oWxUH/3zxatv3v11Vf5+OOPeemll8jKyqJ58+Z89dVX1K9fv3Afu93Orl27eP3110tVT2VQ1CuZAOIa169fP8B926QoHVVVUXNtuDLycWVaUDMKcGUV4DiTieNwMoYOtdEEe6PxN6H4m9Ccfyi+JhSd9AALIYQnnDhxgqFDh7J27dpiW4Mq0/Lly3nnnXdYvnw5er2+zMdXxPu3tCiJy3Ll2XAcTsZ+KBlXcg6uTMtfgSizAFdmAa4sCziKHxBoXRNb7HOKr/GvAOVn+luYMqMJ80ZXLxhdg2A0od5VaoCfEEJUd/Xr1+emm25i7ty5PPXUU54uh6+//poJEyZcUUiqKBKURBGq04XjcDK2rWewH0zCfjAJ56l0KGW7o2LWu0NOoBlNgBkMWlypeWgjfFHzbLiyrahZFlxZBai57tte1RwrzhwrxBc/qyuA4mNAVy8YbYMgdA2C0TcLR9883H0dIYQQV2TixInceeed3H333URGRnqsjlWrVuHn58dtt93msRouRbreLqGmdb05k3Kw/haL9c84bFvOoGZbLtpHE+6Dvlk42ugANAHuIKT4mwsDkfthQjGV/q8A1e5EzbHiyrLgyragZroDlCvLgivLgpplwXkuG8fJNJxnMsF56f+q2mh/9M0j0LUMx9C+NvoWESgG7ZV+O4QQQlRT0vUmyo0zIRvLL4exrD6KfU9CkecUHwOGTtHoW0ehbx6OrlkY2pDiZ4O9UopeixLkhSao+Cn5L1BtDhxxmThPpOE4kYbjWKq7tet0Js4zWTjPZMGK84MITToMbaMwdI7B0DEafesIFIP8VxdCCFF28u5Rg6hWB5aVRylYsh/b5rgi3Wn6tlEYe9XH0K2Ou0Wmig2wVgw69I1C0DcKKbLdlWU530WYiH1vArbt8agZBdg2n8a2+bR7J6MOQ5tI9B2jMXarg75NVJV7fUIIIaomCUo1gDM5l/z5uyj4bi+u9PzC7fqOtTEPboqxbyO0YT4erPDKafxNGLvVwdjNPWGZqqo4YtOwbz+DbZv74UrLx7b1DLatZ8j7dBOKvwljj3oYe9fH2KOejHESQghRLAlK1zDnuWzyZm4hf/E+sDkB0ET4Yh7WCvOtLdDVDvBsgRVAUZTClievEe1QVRXnyXR3aNp6BuvGU6hZFiw/H8Ly8yHQKO7WtN4NMPVtiK5BsKdfghBCiCpEgtI1yHk2i9wZmyn4YX/hLfv69rXwvq8jxusb1qhuJ0VR0NUPRlc/GK+72qI6XNj3nMO67gTWdcfdY512nsW+8yy50/5A1yAY48AmmAY2uaibTwghRM0jQeka4sqzkfflFvL+t62wBcnQJQbvR7th6BQtcxABik6DoUNtDB1q4/t0L5xns7CuP4Hlt+PY/ozDcTwNx6ebyPt0E9r6wZgGNsZ0Y1MJTUIIUUNJULoGqKqK5adD5Ly3DldyLuAOSD4TumPoUNvD1VVt2lr+eN3dDq+72+HKtmD9LRbLiqNYN57CeSKNvOl/kjf9T3TNwzEPbYFpcFO0weV/B6AQQoiqSYJSNec8m0XWKyuwbYoDQFvbH9/nr8fYr6G0IJWRxs+EeWhLzENb4sqxng9NR7CuP4njYBI5B5PIefs3jD3rY76lBcbrG6AY5UdICCGuZfJbvppSVZWCRXvJeed31DwbGHX4jOuG9/0d5c27HGh8jZhvaYH5lha4MvIp+PUwlh8PYN+XiPX341h/P47ia8R0YxPMQ1ugb1dLgqkQQlyD5B21GnJlFpD14q9YfzsOuAdq+0++EV3dIA9Xdm3SBHrhPbI93iPb4zieRsHSAxQsO4grMYeCRXspWLQXbf1gvO5qg/mWFmj8TZ4uWQghRDmRJUwuoSovYWLbfZbMZ37ClZANBi2+T/XC6572KNqacydbVaC6VGxbT1Ow9ADWFUdRC+zuJ0w6zDc2xXxXG/StI6WVSQghKpEsYVLD5X+7h+zJq8HhQhsTQMC0W9A3C/d0WTWSolEwdq2DsWsdXP/ph+Wng+Qv3I3jaCoFS/ZTsGQ/uqZheN3ZBtPNzdF4GzxdshBCiCsgQakaUB0ucv7vN/Ln7QTAdGMT/F4fiMbH6OHKBLjHM3mNaIf57rbY95wjf+EeLMuP4DicTPbrq8h5bx3mYa3wGtUOXUygp8sVQghRBhKUqjjVYifzqaVY150AwOdfPfB+pKt06VRBiqJgaFsLQ9tauP59PQVLD5D/7R6cJ9LJn7OD/Lk7MPZpiNfo9hi6xMi/oRBCVAMSlKowV66VjPHfY98eDyYdAf83BFP/xp4uS5SCJsCM970d8RrdAdumU+TN3oFt/Umsv8Vi/S0WXeMQvEZ3wDykGYpJ7+lyhRBCFEOCUhXlSs8n/eHvcBxMQvExEPjpcAwdZfLI6kZRFIzd62HsXg/HyXTy5+6gYMkBHEdTyX55BbnT1uN1T3u8RrSTu+WEEKIKklulqiBXej7p933jDkmBZoJm3S0h6RqgqxeE38v9CV07Dt9ne6OJ8sOVnk/uhxtI6fsZ2f/3G87EHE+XKYQQ4m8kKFUxrhyruyXpeBqacB+C54xA31zubLuWaPxNeI/pTOjyh/B/5yZ0TUJRC+zkf72dlAEzyHrhVxzH0zxdphBCCKTrrUpRC+xkPLoYx8EkNEFeBH11F7p6MonktUrRaTAPaYZpcFNs60+SO3Mr9m1nCqcXMPZtiPfYzhja1vJ0qUIIUWNJUKoiVIeLzKeWYt95FsXXSOCM2yUk1RCKomDsVR9jr/rY9pwj78stWNfEYl3rfug7ReMz/joMnaPlTjkhhKhk0vVWReS88zvWP06ASUfg9GHS3VZDGdpEEfjRbYT8NAbzsFag02DfdoaMBxaSfu83WDfHIZPpCyFE5ZGgVAXkL9xN/pwdAAS8NRhDexm4XdPp6gfjP/lGQlc8hNeItqDXYt8RT8aYb0kfvQDrplMSmIQQohJIUPIw69bT7mVJcE8maRrQxMMViapEG+nnvlNuxUN4jWwHBi32nWfJGLuI9HvmS2ASQogKJkHJg5wpuWQ9swycKqYhzfB+pKunSxJVlDbCF7+XbnAHplHt3YFp17m/AtPW054uUQghrkkSlDxEdbrIev5nXGn56BqF4P/6QBmoKy5LG+6L34v9CF35MF6jO4BR5w5M9y8k/aFF2A8kerpEIYS4pkhQ8pC8z/7EtuU0illPwLRbUMyyjIUoPW2YD37/6UvoyvNjmHQabBtPkXbHHDKe/BHHCZmHSQghyoMEJQ+w7U0g97M/AfB7dQC6+sEerkhUV9pQH/xe7k/Izw9iurk5KGBdeZTUW/5H1kvLcZ7L9nSJQghRrUlQqmSqxU7Wf34pHJdkvrm5p0sS1wBddAAB/zeE4B/ux3h9Q3CpFHy/j5RBX5L91lpc6fmeLlEIIaolCUqVLOf99ThPpqMJ88HvpRs8XY64xugbhxL4yW0EzR+JvlM02J3kz95ByoAZ5H6yEVe+zdMlCiFEtSJBqRLZ9ycWzpfk//pAWS1eVBhD21oEzbrLPcN783DUfDu5n2widdCX5C/eh+p0ebpEIYSoFiQoVRLV6SLrtZWggummZhh71fd0SeIapygKxh71CF40Gv/3bkZb2x9XSh7ZLy8n7fbZWDed8nSJQghR5UlQqiQF3+7BcSAJxdeI73N9PF2OqEEURcE8qCkhP43B97k+KL5GHEdS3HMwPfId9mOpni5RCCGqLAlKlcCZmkfO++sB8HmiB9pQHw9XJGoixaDD+4FO7kkr72nvnlJg/UnSbptF1qsrcabmebpEIYSociQoVYLcjzag5ljRtQjH6662ni5H1HCaADN+L/QjZOkDGG9o5L5D7ts9pA76ktwZm1GtDk+XKIQQVYYEpQrmOJFGwff7APCb2BdFK99yUTXo6gYR+OGtBM2+G13LCNQ8G7nvryf1lq+wrI2VNeSEEAIJShUuZ9of4FQxXt8QQ4fani5HiIsYOkYT/M09+L81GE2YD84zWWRO+IGMR76TGb6FEDWeBKUKZNsZj3VNLGgUfJ/q6elyhCiWolEw39KCkJ8fxHtsF9BrsW04Reqts8h++zdcuVZPlyiEEB4hQakC5X60EQDzsFboGoZ4uBohLk/jbcD36V6E/PgAxj4NwOEif9Z29/xLP+xHdUl3nBCiZpGgVEFsO+OxbTkNOg0+j3bzdDlClImubiCBnw4jcPpwtHUCcaXlk/3ir6SPmId9X4KnyxNCiEojQamC5H6+GQDzbS3RRvp5uBohroyxd31CfnwA32d6o3jpse9LIO3uuWT/dxWubIunyxNCiAonQakC2PcnYlt/ErSKe7yHENWYYtDi/WBnQn4di+mmZqBC/oLdpA6ZScFPB+XuOCHENU2CUgXI/XILAKYhzdBFB3i2GCHKiTbUh4C3byLwqzvR1nV3x2U9/zMZD36L41S6p8sTQogKIUGpnDnPZWNdcwwA7zGdPVyNEOXP2LUOIUvux+dfPcCgxbb5NKlDZ5Hz0QaZrFIIcc2RoFTO8hfsAqeKoUsM+sahni5HiAqhGHT4jOtGyNIHMPSoB3YnedP/JPWW/2HdcNLT5QkhRLmRoFSOXPk28hftAcBrdAcPVyNExdPFBBL4+XACpt1yfrLKTDIe/o7Mp5fiTM71dHlCCHHVJCiVI8vPh1CzrWij/TH2ru/pcoSoFIqiYBrYhJCfxuB1bwfQKFiWHyH15q/IX7RHBnsLIao1CUrlqGCxe003rzvbyppuosbR+Bjxm9iX4G9Ho28VgZpjJfuVlWSM+RZHXIanyxNCiCsi7+blxH4sFfveBNBpMA1t4elyhPAYffNwguaPwvf5PmDSYdtymtRbZ5H31VZUh8vT5QkhRJlIUConBd/vBdwT9GlDvD1cjRCepWg1eN/fiZAfH8DQNQasDnLeXUfaiLnYDyd7ujwhhCi1KhmUMjMzmTRpEr169aJ9+/aMGDGC7du3F7v/9OnTadKkyUWPyqLanBQsPQiAeXjrSruuEFWdLjqAwJl34jf5RhQ/I44DSaTdOYec99fLVAJCiGpB5+kCLuXpp58mJSWFqVOnEhwczJw5c3jwwQf54YcfqF//4kHSR44cYejQoTz33HMeqBas646jZhSgCfXG2KOeR2oQoqpSFAWvYa0w9qxH9pQ1WFceJW/GZiyrjuL/+kAMHWp7ukQhhChWlWtRiouLY+PGjbz66qt07NiRevXq8fLLLxMWFsayZcsueczRo0dp3rw5oaGhRR6VxfLrYQBMNzVH0VW5b6kQVYI21IfA94cS8MFQNCHeOE+mkz56AdlvrkUtsHu6PCGEuKQq16IUGBjIjBkzaNWqVeE2RVFQFIXs7OyL9rfZbJw6deqSLU0l6devX7HPJSQkEBkZWarzuPJtWNedAMA8qGmZahCiJjL1b4yhcww57/xOwff7yJ+zA+sfJ/B/cxCGtrU8XZ4QQhRR5Zo//Pz86N27NwaDoXDbihUriIuLo2fPnhftHxsbi9PpZMWKFQwcOJA+ffrw3HPPkZxcOQNGretOoBbY0Ub7o2sRXinXFKK60/ib8J98I4GfDXdPVBmXQfo9C8h5b52MXRJCVClVrkXpn3bu3Ml//vMfBgwYQJ8+fS56/ujRowCYzWY++OAD0tLSmDp1Kvfeey9LlizBZDJd8rxr1qwp9poltTb9k2XFEQBMA5uiKEqpjxNCgLFXfUJ+fIDst9Zi+fEAeTO3Yv39OP5vDkbfMsLT5QkhRNUOSqtXr+bZZ5+lffv2vPvuu5fc59Zbb6VXr14EBQUVbmvUqBG9evVi7dq1DB48uMLqc+X91e1mGlR5d9kJcS3R+JsIeHMwlhsakf3qShzH00gbMRfvh7riM64bikHr6RKFEDVYlet6u2Du3Lk8/vjjXH/99Xz22WcYjcZi9/17SAIICwsjICCAxMTECq3R9mccWB3ubremYRV6LSGudaZ+jQhZ+gCmQU3BqZL32Z+k3TVH5l0SQnhUlQxK8+fP57///S+jRo1i6tSpRcYr/dO0adMYOHBgkfWk4uPjycjIoGHDhhVap/UPd2uSsXcD6XYTohxoAr0IeO9m/N+7GSXAjONICml3ziF3xmZUp8zqLYSofFUuKJ08eZI33niD/v3788gjj5CamkpKSgopKSnk5ORgs9lISUnBZrMB0L9/f86ePcurr77KyZMn2bZtG48//jjt27e/5ODv8qKq6t+CkiyAK0R5Mg9qSsjSBzD2awgOF7nvryf9/oU4z2Z5ujQhRA1T5YLSihUrsNvtrFq1ih49ehR5TJkyhV27dtGjRw927doFQMuWLfniiy84cuQIw4YNY8KECTRr1ozPPvusQlt5HIeScSXnopj1GDpFV9h1hKiptCHeBHx4q3tWby899h3xpN42i4JlB4u0IAshREVSVPmNc5ELd72VdGdc7md/kvvhBox9GxL48W2VVZoQNZLjdAZZE3/BvvscAKbBTfF7uT8a/0vf1SqEqJlK8/5dVlWuRam6sK47DrhvbxZCVCxdTCBBs0fgM6E7aBUsvxwm9bZZWLee9nRpQohrnASlK+DKsWLf576jzthT1nYTojIoOg0+468jaO5ItDEBuBJzyHhgITnv/o5qk0kqhRAVQ4LSFbDtjAeXijYmAG2kn6fLEaJGMbSJInjxfZhvbw0q5H21jbS75+E4me7p0oQQ1yAJSlfAtvUMAIbOMR6uRIiaSeNtwP/1gQR8eKt7GoHDyaTdPpuCJfs9XZoQ4hojQekK2LadD0pyt5sQHmW6oREhS+7H0CUGtcBO1gu/kjnxZ1x5Nk+XJoS4RkhQKiNXjhXHwSRAgpIQVYE2zIfAL+/A5189QKNgWXqQtNtnYz//cyqEEFdDglIZ2Xb8bXxShK+nyxFCAIpWg8+4bgR9fTeaCF+ccRmkjZhH3pwdMueSEOKqSFAqI/vOeEBak4SoigwdahPy/X3uGb3tTnLeXEvmhB9wZRZ4ujQhRDUlQamM7HsTANC3ifJwJUKIS9EEmAn48FZ8X+wHei3W346TOuxrbNvjPV2aEKIakqBUBqrThX2/e/4kfetID1cjhCiOoih4j2pP8Dej0NYNxJWYQ/r935D72Z+oLumKE0KUngSlMnCcSEPNt6OY9egaBHu6HCHEZeibhRO86F5Mt7YAl0ruhxvIGLdYuuKEEKUmQakMLnS76VpGoGjlWydEdaDxNhDwxmD83xgEJh22DSfdXXF7znm6NCFENSDv9mVwISgZpNtNiGrHfGtLgheMQlvnfFfc6AXkzdspd8UJIUokQakMCscntYrwcCVCiCuhbxJG8KLRGAc0BoeLnClryHruJ5mgUghRLAlKpaQ6XDhi0wDQNQ3zcDVCiCul8TESMO0WfCdeDzoNll8Ok3bXHByxqZ4uTQhRBUlQKiXnqXSwO1G89GhrB3i6HCHEVVAUBe97OxI06y40YT44T6STdtdcCn466OnShBBVjASlUrIfTQFA1zgURaN4uBohRHkwtK9N8OJ7MXQ9v1bc8z+T/d9VqDaHp0sTQlQROk8XUF04jvwVlETlUlUVu92F1erAanG4PxY+nCSczUJv0BIS6oPRoMVg1GE0nv94/muDQYtW7lQUl6AN9ibwizvI/WQTeZ/9Sf6C3dgPJRPw/lC0YT6eLk8I4WESlErJcb5FSd9EgtLVUFWV3Bwr6ekFpKfnk5GWT1aW5eIAZHEW+bo8bkzS6TQYjFqMBndw+nugMhi0GI06vL0N+Pmb8Pc3FX708TWikVbEa5qi1eD7rx4Y2kSR+e+fsO8+R9rtswn4YCiGdrU8XZ4QwoMkKJWSXVqUysThcJKSnEdiQg6JiTkkJuSQlpJHekY+Drvris9rMLoDzV8PLTk5VnQ6DWazHqvVid3mxGpzYLO6w5br/EzMDocLh8NFfp69TNfUaBT8/Iz4+ZsIDPIiOMSL4GAvgoK9CQ72ws/fJEHqGmHsXZ/ghaPJfHwJjthU0u/7Br+XbsDrzjaeLk0I4SESlErBlW3BlZgDgK5RiIerqXqcThdJiTmcjsvkzOlM4s9kkpSYWxhQ/klRwN/fRGCwF0FBXgQEmjGZzgcf018BqEggMunQ67VlDiSqquJ0utyhyebEdr6FymZznt/mOL/NHarycq1kZVnIyrSQlWUhN8eKy6WSmWkhM9PC6bjMi66h1WoICfUmPNyH8AhfwiN8CAv3JSTUG51OuvuqG12dQIIWjCLrxV+xrjxK9qsrsR9IxO/FfigG+ZUpRE0jP/Wl4DiVAYAm1BuNn8nD1Xiey6WSlJjDsaOpHD+Wyonj6VitFw9+NZl0RET6ERHpS0SkL6Gh3gQFe+EfYK60AKEoCjqdFp1Oi5d32Y93Ol3k5FjJPh+e0tPzSUvNJz0tn7S0PDLSCwqDYlJiDuxJKDxWo1EKA1RYhC/h4T5ERvkRGuYjLVBVnMbbQMC0W8j7ciu57/9BwaK9OI6mEPDBrTJuSYgaptRBafPmzXTt2vWiz2sC56l0ALR1gzxciefkZFs4sD+J2KOpHI9NI+8fE/SZTDqiYwKIjgmgdkwAtWv74x9gQlGqdyDQajUEBJgJCDBDnYufdzpdZGVaSE7OPR+WcklOcn+0Wh0kJ+WSnJQLexMLj9EbtERF+VE72p9atd2PsHAfGWxexSiKgs9DXdA3DSPzuWXY9yS4xy29fwuG9rU9XZ4QopKUOijFxsaSnJyMVqslIyOjRgUlR5y7RUlXN9DDlVSu9LR89u9LZP/eBOJOZRQZUG0waKlXP4iGjUNo0DCEqFp+NbKVRKvVEBTsRVCwF02b/TURqaqqZGVZLgpP585lY7c5iTuVQdz5lkoAnV5DVJQftWr7U6duIHXqBhIU7FXtg+a1wNizHsHfnh+3dCyV9PsX4vdCP7zubuvp0oQQlaBUQWnbtm00atSIadOmoSgKTz31FNu2baNTp04VXV+V4LwQlOpc+0EpJ8fKrh1n2bk9nnNns4s8Fx0TQNPmYTRqFELtmAAZf1MCRVEKW6Ka/G0md5dLJSUll7PxWZw9k+X+GJ+N1ergdFwmp+My+XNjHAA+Pgbq1A0k5nxwqh0dgMGg9dRLqtF0MYEEzR9F9kvLsaw4Qvbrq7AfTcHvP31R9PJvIsS1rFRBKT4+HgCLxYKiKJw7dw5VVWtMULowRula7XpzOFwcPpjEtq3xHDmUXDgIW1GgfoNgWraOoEWrCHf3k7gqGo1CeLgv4eG+tO/g7r5xuVTS0vI4eyaLM6cziTuVwdn4LHJzbRzYn8SB/UmFx9aO9qdBw2AaNAyhbr1ADEYZZlhZNN4G/KfejO7LcPe4pW924zyZTsC0W9DIz4YQ1yxFLeXS2b/88gupqakoikJwcDCDBw+u6No8pl+/fgCsWbMGVVVJ7vQBar6dkJ/GoKsf7OHqyk9OjpXNG+PYvCmOnBxr4faYOgF06FSb1m2i8PYxeLDCmstud3I2Pou4UxmcPpXBqVMZ5GRbi+yj0ShExwTQoGEw9RsGU7dekLQ4VRLL2liynv8JNd+ONjqAwE+HoWtw7fxuEKK6+vv7d3kp9Z+jLpeL0aNHo6oqv/zyS7kVUNW5UvNQ8+2gUa6ZNd7Onc3mj9+Ps2fXOZxOd0729TXSoVNtOnSqTXiEr4crFHq9lrr1gqhbz92KqaoqGRkFnIhN4/j5R2ZGQeFYp7WrY9Fq3cGpfsNgmjQJJaZuoAwQryCmvg3Rzh9F5mM/4DyTSdqIuQS8dwvGnvU8XZoQopyVukWpJvl7IrXtPkv6yPloovwIW/2Ihyu7OqfjMlizKpZDB5IKt9WpG0j3nnVp2TpSxhxVI6qqkpFewPHY1MLglJVpKbKPyaSjYeMQmjQNpUnTMAICpXuovLnS88l44kfsO+JBo+D7fB+8RneQQfhCeIhHW5QuiI+Pp3btmnNrrPOce0CzNtLPw5VcufgzWfz60yGOHU0F3GOPWreNolef+kTHBHi2OHFFFEU5f7ddDJ26xKCqKulp+RyPTSP2WCpHj6SQn2dn/95E9p+fmiA83IfGzcJo2jSUuvWD0Msg5KumCfIiaOadZL++ioLv95Hz1m84jqXi93J/FOkGFeKaUOag1L9/f9555x1uuummiqinynEmnA9KUdUvKGWk57PilyPs3HEWcI9pad+xNtf3a0CoTJp3TVEUheAQb4JDvOncNQaXS+VsfBZHDidz5FAKp+MySErKJSkpl/W/n0Bv0NK4SQgtWkbQrHm4jEW7CopBi99/B6JrFELOO79TsHgfjlMZBH4wFE2Ql6fLE0JcpTIHJVVVqUm9da5z1S8oFRTYWbPqGBv/OIXT6V5XrV2HWgwc1ISgYPnFXRNcGOgdHRPADQMak59vI/ZoKkcOp3DkcDLZWVYO7EviwL4kFAXq1guiectwWrSMICT0CqYwr+EURcH7vo7o6gWR+ewy7DviSbt7LoHTh8sgbyGqObm3+DKcCe413qpD15uqquzZncDSHw6Qe/4utoaNghl8czNqRwd4tjjhUV5eBlq3jaJ12yhUVeXc2WwO7E/k4P4kzp3N5uSJdE6eSOfnpYcID/eheasIWrWOpFZtPxlvUwbGXvUJXnAPGeMX4zyTRdqoeQR8cCvGLjGeLk0IcYUkKF2G81wWUPVblNLT8vnhu30cOZwCQGiYNzff2oImTUPljU4UoShK4dIpA25sQkZ6PgfPz9d04nja+S66WH5bHUtwiBet20TSqk2UhKZS0jUIdoelx3/AvuscGQ8twv/1gZhvbenp0oQQV+CKgtLixYtJS0ujcePGNGnShODga7dpuaoP5na5VDZtOMWvPx3Cbneh1Wroe0NDrr+hATqdDCYVlxcY5EX3XvXo3qse+fk2jhxKYf/eBA4fSiYtNZ/f1hzntzXHC0NT67ZRRNWS0FQSTZAXQV/dRdZ/fsGy/AhZL/yK40wmPhO6y/dNiGrmioLS5s2b2bx5c+EPfFBQEE2aNCkMTk2aNKFhw4YYDNV7gKgrx4qa6178VRNZ9eYWysqysGjBHo4ecbci1W8YzLA7WhEmA7XFFfLyMtCuQy3adaiF1erg8MFk9u4+d1FoCgn1pn3HWrTvUFvGvRVDMerwf/dmtNEB5H2xhbzpf+I8k4n/5BtRDNKYL0R1cUU/rf/9739p1qwZR44cKXwcOnSITZs2Ae6mfa1WS0xMDE2bNmXq1KnlWnRlcSXnAqD4GdF4Va3Qt39fIt8t3EN+nh2dXsNNtzSnW/c68teqKDdGo4427aJo0y7qotCUmpLHyl+PsvLXo9StF0j7jrVp3SYSL++q9XPiaYpGwfepXmijA8h+bSWWnw7hTMwh8MNbZdkTIaqJKwpKJpOJli1b0rJl0T73lJQUjhw5wtGjRzly5AiHDx9m9erV5VKoJzhT8wDQhFSdu4CcThe//nSYP34/AUBULT9GjG5HeHjVa/ES146/hyaLxcGBfYns3B5P7LFUTp3M4NTJDH78/gDNmofRrmMtmjUPk67fv/G6vTXaKD8yn/wR+/Z40kbOc98RVwMW2haiuivX9t/Q0FBCQ0Pp0aNH4Tan01mel6hUrvNBSVtFglJujpW5s3dyIjYNgF7X1+fGwU1lRm1RqUwmXeFyN1lZFnbvPMvO7WdJOJfN/n2J7N+XiNmsp027KDp3jaZWbX9p6QSM19UlaN5IMsZ9j/NUhjssfXwbhna1PF2aEKIEFd5RrtVW378qXWlVp0Xp3Nks/vflNrIyLRiMWu4a0ZZWbSI9XZao4fz9TfS+vgG9r29Awrlsdu04y64dZ8nKsrB5k3vB5ahafnTuGkO7DrUwm/WeLtmj9I1CCf5mFBnjv8dxIIn0BxYS8H9DMA1s4unShBDFKHNQ+v3336v9IO3SutCipAn2bFA6ciiZOV/vwGZ1Ehrmzb1jOkpXm6hyIqP8iIzy48YhTTkem8a2LafZvzeRc2ezWbJ4Pz8tPUjrNpF06RpD3fpBNbaVSRvqQ9DXd5P1/M9Y18aS+fRSfF/oh/eo9p4uTQhxCWUOShERERVRR5VUFcYobfkzjh++24/LpdKwUTCjH+hY4/8qF1WbRqPQqHEIjRqHkJdnY9eOs2zdfJrEhBx2bnd304WEupda6dQ5ukYun6LxMhDwwVCyp6yh4Jvd5ExZgyspF5+netbYAClEVSX3qJbAlZoPgMZDtz//tjqWX38+DECHTrUZfmdrGY8kqhVvbwM9etWje8+6nDmdydbNp9m98xypKXn8suwQK389Qtv2UXTrXrfGLdCsaDX4vXwD2jAfcj/cQN6XW3Cm5OL/+kAUWbBYiCpDglIJPDWYW1VVVvx6hLWrYgHo178RAwY1lr80RbWlKAoxdQKJqRPITUNbsGf3OTZvjONsfBbbt8azfWs8MXUCuK5HXVq3jawxd8wpioLPuG5ownzIfmUFlh8P4ErLI2DaUDQy1YIQVYIEpRK4PND1pqoqvyw7xLrf3Lf/D76pKX36Nay06wtR0UwmHV26xtC5SzSn4zL5c8Mp9uw+x+m4TE7H7WbZjwfp0jWGrtfVISCwZsw15DWsFdpgbzKfXoptwynS7/+GwOnDq8wdt0LUZIqqqqqni6hq+vXrB8C85EHgVAldOw5tROUMnl614iirlh8FYOiwFnTvWa9SriuEJ+XkWNm6+TSbN8aRlWUB3GOdWrWJpFef+jWmW862N4GMRxejZhSgjQ4gcMbtMteSEGVw4f17zZo15XZOGfBSHFUFpztDavxNlXLJ9etOFIakm29tLiFJ1Bi+vkb69W/ExJf7Mvr+DtRvGIzLpbJn1zk+mraB6R9t4sC+RFyua/vvOkPrSILnjUJb2x/nmUzSR83Hvj/R02UJUaNJ11txLvxCNmjBVPHfpm1bzrBsyUEABgxqTM/e9Sv8mkJUNVqthlZtImnVJpJzZ7P44/cT7N55jpMn0jl5Ip2QUG969q5Hh07RGAzX5jgmXd1AguaPImPcYhwHk0i/7xsCPhiKsYf84SSEJ0iLUnHOByWNn6nCB1EfO5LC4m/3Au7Ztvv1b1Sh1xOiOoiq5c/do9rxn5f70qdvA8xmPakpefzw3X7eeH01K5cfIT/P5ukyK4Q2xJugr+/GcF0d1AI7GeO/p+DXw54uS4gaSYJSMdTzQUnxq9hut+SkXObM2oHLpdK+Qy2G3NxM7m4T4m/8A8wMvrkZL7zSj1tua0FQkBf5eXZWrzjGG/9dw89LD5KTbfF0meVO420g8NPhmAY1BYeLrGeXkf/tHk+XJUSNI11vxbnQohRQcUEpL9fGV19sxWJxULdeILff3VpCkhDFMBp19OhVj+t61GXfngTWro4l4Vw26347wcb1p+jUJZo+fRsQGOSZec8qgmLQ4v/2EBQ/IwUL95D96kpcWRa8x3aW3xVCVBIJSsX5W9dbhZzepTJv9k7S0/IJCvLi3jEda8zcMUJcDY1GoU27KFq3jeTQwWTWrjrmnmZgYxxb/jxN+4616NOvIWFhPp4utVwoWg1+k/qjCTCT9/lmcqf9gSuzAN9ne0tYEqISSFAqzoWutwq64231iqPEHkvFYNBy/9hO+PgYK+Q6QlyrFEWheYtwmjUP43hsGmtXxRJ7LJXtW+PZsS2eVm0i6T+wMeGVNLVHRVIUBd8neqLxN5Hz9u/k/28bapYFv1cHoMhs/UJUKAlKxanAFqWjh1NYs+oYAMPvbE1EZPX/RS6EpyiKQsNGITRsFMLpuAzWro7l4P4k9u5OYN+eBNq0i6L/wMaEXgMtTN73d0LxM5E9aQUF3+/DlW0h4J2bUIzyq1yIiiJ/ihRDLQxK5dvSk51lYcHcXagqdOkWQ7sOtcr1/ELUZDF1Arn/wU489VwvWraOQFVh985zvPd/6/h2wR7S0/I9XeJV8xrWioD3h4Jei3X1MTLGLcZ1jd79J0RVIEGpOBVw15uqqny3cC95eTaiavlxy20tyu3cQoi/REb5ce8DHXnimZ40ax6Gy6WyfesZ3n7jNxZ/u5fMzAJPl3hVTDc0IvDz4SheemxbTpMxZiGuav6ahKiqJCgV5/zKLko5Lky5dcsZDh9KRqfTcPeoduhlhXAhKlSt2v488FBnJjzZnUaNQ3C5VLb8eZq3p/zGj9/vJzfH6ukSr5ixax2C/ncXSoAZ+75E0u/7Buf59SmFEOVHglJxzgcljVf5BKX0tHyWLTkAwMDBTWRckhCVKKZOIA892pVHJ3SjfoMgHA4XG9ef4q0pa1m98ig2q8PTJV4RfatIgmffjSbUG8exVNLvXYAzMcfTZQlxTZGgVJzzK5goXvqrP5Wq8sN3+7BZndSrHyTLkwjhIfUaBPPIY9146NGu1I72x2Z1svLXo/zflN/YvCkOp9Pl6RLLTNcwhKDZI9BE+uE8lUH6vQtwxGd6uiwhrhkSlIpRODN3OQSlfXsSOHI4Ba1Ww+13tUajkblPhPAURVFo1DiECU/2YOS97QkK9iInx8r3i/Yx9e117N+bgKpWr8V3dXUCCZ59N9roAJzxWaSPXoDjVLqnyxLimiBBqTgXxihdZdebxWJn6fkut+v7NbgmblEW4lqg0Si0bRfFsxP7MPS2Fnh7G0hJzmP2/3bw6YebOHWyegUNbS1/guaMQFs/GFdSLumjF2A/luLpsoSo9iQoFaecut5W/nqU7CwrwSFeXH9Dw3IoTAhRnnQ6Dd171ePfL11Pv/6N0Os1xJ3K4NMPNzF/zk4yM6rP3WTaMB+CZ9+NrmkYrrR80u/9BvuBRE+XJUS1ViWDUmZmJpMmTaJXr160b9+eESNGsH379mL3j4+P55FHHqF9+/b06NGD999/H6fTeXVFuK6+RSk5KZdNG04BcNvwVnKXmxBVmMmkZ+DgJjz/Yl86d41GUdxzML3z5m+sWn4Um+0qf6dUEk2QF0H/uwt9q0jULAvpDyzEtuusp8sSotqqkkHp6aefZteuXUydOpXFixfTrFkzHnzwQU6cOHHRvna7nQcffBCAb775hldffZUFCxbwySeflEstV9Oi9OvPh3C5VJq1CKdx09ByqUcIUbH8/U3cflcb/vV0T+o1CMJud7FqxVHeffM3du88Wy3GL2n8TQTOvAN9h9qouTYyxi7CuuW0p8sSolqqckEpLi6OjRs38uqrr9KxY0fq1avHyy+/TFhYGMuWLbto/xUrVnDu3DnefvttGjduzA033MDTTz/N119/jc129bPVKuYrC0qnTqRzYF8SigKDb2561XUIISpXrdr+jHusG/fc156AQDOZmRbmz9nF9I82EX8m09PlXZbGx0jQjNsxXFcHtcBOxrjFWP+4+I9NIUTJqtwCQYGBgcyYMYNWrVoVblMUBUVRyM7Ovmj/7du306JFC/z9/Qu3de3aldzcXA4dOkSbNm0ueZ1+/foVW0NCQgJheIFRh6Ite5ZUVZWflx0CoHPXGMLDZc4kIaojRVFo3TaKZs3DWff7cX5bc5xTJzP4aNoGOnaO5sYhTfH1rboLWitmPYGfDCPz6aVYfztOxoQfCPjwVkx9Gni6NCGqjSrXouTn50fv3r0xGP4aG7RixQri4uLo2bPnRfsnJiYSERFRZFtYWBjgDjxX40pbkw4dSCbuVAZ6g5b+AxtfVQ1CCM/TG7TcMKAxz/2nD+061EJVYduWM7z75u/8ufEULlfV7Y5TjDoC3h+KcUBjcLjI/NcSLL/FerosIaqNKtei9E87d+7kP//5DwMGDKBPnz4XPW+xWPDz8yuyzWh0/4VntRa/PMGaNWuKfa5fv34447NQTGX/9qiqyppVxwDo3qMufv7lt1acEMKzAgLMjLinHdf1qMuSxfs5G5/FD9/tZ/vWM9x2eytqRwd4usRLUvRaAt65iSzNz1iWHyHziR8JmHYLpn6NPF2aEFVelWtR+rvVq1czZswY2rZty7vvvnvJfUwm00VjkS4EJC8vr6u6vmIo+11qx46kcuZ0Jnq9hl59ZAZuIa5FdeoG8vhTPRg6rAUmk44zp7P4aNoGlizeR0GB3dPlXZKi1+L/9k2YBjd1tyw9tRTL6mOeLkuIKq/KBqW5c+fy+OOPc/311/PZZ58VthL9U0REBMnJyUW2Xfg6PDz8qmpQDGVvUbrQmtSlWx18qvDYBSHE1dFoFLr3rMdz/+lD2/ZRqCps2hDHO2/+zs4d8VXy7jhFp8H/rSGYhjRzh6Wnl2JZfdTTZQlRpVXJoDR//nz++9//MmrUKKZOnVpkvNI/derUiYMHD5Kbm1u4bfPmzXh7e9O06VXebVbGFqVTJ9I5eSIdrVZD7+ulNUmImsDXz8TI0e15eHxXQsO8yc2x8s3c3cz4dDPJSbmXP0ElU3Qa/N8c/LewtAzLyiOeLkuIKqvKBaWTJ0/yxhtv0L9/fx555BFSU1NJSUkhJSWFnJwcbDYbKSkphd1tN9xwA6GhoTz55JMcPnyY1atXM3XqVMaMGVNiwCqNsna9rf/jJADtO9bCP8B8VdcWQlQvDRuF8NRzvbhxcBN0eg3HY9OY9s4frFl1rMottutuWRqM6ebm7rD0zDIsyyUsCXEpVW4w94oVK7Db7axatYpVq1YVee62227jtttu495772X27Nl06dIFo9HIl19+yWuvvcadd96Jv78/I0eOZPz48Vddi2Is/bcnI6OAA/vcSwX06FXvqq8thKh+dDotffs3om37WvyweB9HDqWw4pcj7N19jtvvakN0TICnSyykaDX4vzEIFLAsPUjmc8vwV1XMg2TeNyH+TlGrYke6h1246+373hMJmnF7qY75Zdkhfl97nIaNgnl4fLcKrlAIUdWpqsqunWdZ+sMB8vPsKAr07F2fATc2xlCGP8Iqmup0kfXycixLDoBWwf/tmyQsiWrrwhyJJd3ZXlZVruutKilt15vd5mTLZvfyAN2lNUkIgXuyyvYdavPsxL/mXvrj9xNMffsPjh1N9XR5hRStBv//3oj5tpbgVMl67icKfj3s6bKEqDIkKJWgtEFp//5ECvLtBASaadb86u60E0JcW3x8jIy4px0PPNSJgAAT6en5fDF9M98u2FNlphJQtBr8LoQll0rW8z/J1AFCnCdBqSSlbB7fvuUMAB0710ajUSqyIiFENdWseThP/7sP1/Wog6LA9q1nmPp/6zhyOPnyB1cCRaPg9/pATLc0B6fqnjpg3XFPlyWEx0lQKkFpWpTS0/OJPeZuRu/YObqiSxJCVGMmk45bh7fi0QnXERLqTVaWhZmfb2Xxt3uxWByeLs/dDTd5EKYbm7jvhnviR6wbT3q6LCE8SoJSCRT95YPSjq3xqKr71uCgoKubCVwIUTPUrR/Ek8/2onvPugBs+fM0095Zx/HYNM8WxvmpA/5vCMYbGoHNScaEJVi3nPZ0WUJ4jASlklymRUlVVbZvc3e7deoirUlCiNIzGLQMHdaSh8d3JTDQTEZ6AZ9/8idLfziA3eb0aG2KXkvAuzdj7F0frA4yx3+PbUe8R2sSwlMkKJXgcvMonTmdSUZ6AQaDlhatIiqpKiHEtaRhoxCeer43nbvGALDhj5O8/94fnI7L8GhdikFLwPtDMXSvi1pgJ2PcYmx7znm0JiE8QYJSCRRdyd+evbsTAGjWIhzDFSygK4QQ4B67dPtdrRnzcGf8/I2kJOfxyQcbWf7zYY/O6q0YdQR+dCuGLjGoeTYyHv4O+4FEj9UjhCdIUCqJtvhvj6qq7N3jDkqt20ZWVkVCiGtY02ZhPP18b9qfn3dp7epYPvlgIykpnlszTjHpCfjkNvTta6HmWEkfuwh7FblTT4jKIEGpJCUEpTOnM8nMcHe7NW0aVolFCSGuZV5eBu6+px2j7++A2UtP/JksPnh3Pdu2nMZTCylovAwEfjYcfetI1CwL6Q9+i/1Y1Zk0U4iKJEGpBEoJcyJdaE1q1iIcvXS7CSHKWas2kTz1XC8aNAzGZnOy6Ju9zJ21g/w8m0fq0fgYCZxxO7oW4agZBWSMWYjjVLpHahGiMklQKkkJY5QOH3Q3PbeUQdxCiAoSEGDmoUe7Muimpmg0Cvv2JjLtnT8K526rbBo/E0Ff3IGuSSiutHzSx3yL81y2R2oRorJIUCpJMS1K6en5JCflotEoNGoSUslFCSFqEo1G4fp+DZnwZPfCSSq/mL6ZX5YdwuGo/IHemgAzgV/egbZuIK7EHNIf/BZnal6l1yFEZZGgVBLtpYPSkUPu1qQ6dQPx8jJUZkVCiBqqdnQATz7Tk85do1FV+H3tcT79cCNpHggp2mBvgmbeiSbSD2dcBhkPLcKVZan0OoSoDBKUSqBoLv3tudDt1rSZDOIWQlQeg1HH7Xe1KTrQ+7317N1d+fMbaSP93GEp2AvHkRQyxn2Hy0Pjp4SoSBKUSnKJMUp2u5PY88sMNJGgJITwgFZtInnq2V7UqRuIxeJg7tc7+eG7fdjtlTujt65uIIEz70TxM2Hfk0Dm4z+gWj2/Zp0Q5UmCUkkuMUbp1Il07DYnfv5GIqN8PVCUEEJAQKCZcRO60advAwD+3BjnkTmX9I1DCfx8OIpZj23zaTKfWYZayYFNiIokQakEyiXGKJ047r4dtmGjEBSl+OkDhBCiomm1Ggbf3IwxD3fG29vAubPZfPjeBnbvqtyuOEObKAI+HQYGLda1sWS9tBzV5Zk5n4QobxKUSnKJCSdPHHd3u9VrEFzZ1QghxCU1bRbGk8/2pF79IKxWB/Nn72Txt3srdXFdY5cYAqbdAjoNlmUHyZ682mMTZApRniQoleQfQclud3I6LhOA+g2CPFCQEEJcmn+AmYfHd6XvDQ1RFNjy52k+qeS74kzXN8T/zcGgQME3u8mdtr7Sri1ERZGgVIJ/zsx9Oi4Tp9OFr5+RkBBvD1UlhBCXptVquHFIUx58uAvePue74qZt4NDBpEqrwTykGX6vDAAg78st5H6xpdKuLURFkKBUkn+MUTp5wt3tVr9BsIxPEkJUWY2bhvLE0z2JqRNAQb6dWV9uY+XyI7gqadyQ151t8H22NwC50/4gf9GeSrmuEBVBglJJ/tH1dupEBgD16ku3mxCiartwV1y37nVQVVi94hizvtxWaWvFeY/pjPfDXQHIfm0VltVHK+W6QpQ3CUol+PuEk6qqEn8mE4CYOgGeKUhUGaqq4rQW4LQVoLoqfxkJIUpDp9Ny2+2tuGtkW3R6DYcPJfPh1A2cjc+qlOv7PNED8+2twaWS+exPWLeerpTrClGedJ4uoEr7W9dbelo++fl2tFoNEZF+HixKXI7LVoAzNw1nTiquPPdHZ14Gqt2CarfgslsLP1cd1qIf7Vb385fYXnT/f/xVrtWh6Izuh9540eeawm2GSz5f5PMLxxi90HgFoPUOROMV+NfnZv9iZ40X4lI6dKpNZJQvs7/aQXp6Pp98uJFht7eiY+foCr2uoij4TeqPKyMf65pYMh/7gaCv70bfPLxCrytEeZKgVJK/db2dOZ0JQFQtP3SXmLFbVCxVVXHlpmFPO40j8xyOjLM4MhPOfzyHMyvJHYhy01Bt+ZVfoNOB6nSgWivhDiNFQWPyQ+MdiNY7EK1vCFq/cHT+Eej8I9D6h6PzD0d7/muNd5CMqRNE1fLnX8/04Jt5uzl8MJlvF+wh7lQGQ4e1QKfTVth1FZ2GgHdvJv3h77BvO0PGI98RNHckujqBFXZNIcqTBKWS/O2utzNn3E3V0TH+nqrmmqe6nDjS47EnH8eWfBx78gnsycexp7g/ugqyS38yjRatT4g7RPgEo/EORGPwQtGb3C02etP5lh7T+VYcE4reULjd/bXJ3RL0922FzxlBZ0RRAZcdl8PqbnX6+8ci2yz/2G67xD5Fj3NZ83AVZOHMy8CZl4ErPwPVVgCqiqsgC1dBFo7UU5f/Xmh16PwuBKfwv0JVSAz64DroQ+qiC45BYzBf6T+dqCa8vAzc/2An1q4+xqrlR9ny52mSEnMY/UBHfH2NFXZdxagj8OPbSL93gXtduIcXETR3JNpQnwq7phDlRYJSCf4+PUD8+Ral2tEBninmGqK6XDjS4rDG78N6Zh/W+H3Y4vdjTz5+cZfWP2j9wtEF1kIXGIUuIMr9eUAkWv8ItH6haH2C0fqEoDH7VWorSsX9PV6Uy27FlZ+JKy8DZ34mzrx0nDkpOLOTcWQl4sxKxJGVVPjRlZcOToe75S3jLNaSXoNfOPqQOuhC3OFJH+z+3BDWAH1oPRSdoZJepahIGo3CDQMaUzs6gPmzd3LqZAYfTl3PfWM6VujvN42vkcAZt5N+z3ycZ7LIePg7gmaPQFOBAU2I8iBBqRRUVeXcWXdrRu1oaVEqC9XlwpZwGMuJLVhObMN6Zi+2+P24LDmXPkCrd79Jh9VHH9bA/SZ9/nN9aP0a3+qh0RvR+IeDf+nGeLjsVpzZye7glP1XgHJknsORdhp72mnsqadQLbk4s5NwZifBia2XuLAWfWg9DOGN0Ec0xnD+oY9ojC4gSsZMVUNNm4Ux4akefD1zGynJeXz60SbuvLsNbdvXqrBrakN9CPziDtJHzXe3LD32PUFf3IFilLciUXXJ/85SyMy0YLU60GoVQqSpuETOvEwKjm3AErsZy4mtWE5uu3SXmVaPMao5htotMUa3xli7JYbIpuiCo1E0ldU+c+3T6I1ogqPRBxc/aFdVVVx5GdhTT2FPi8ORGoc9NQ576ikcqXHYkmNRrXnYk2KxJ8XC3l+LHK8YvDDUaoGxdguMtVq6/01rt0TrHyFjo6q4sDAfJjzZgwVzdnH4UDLz5+wi4Vw2Awc3RXOJRcHLgy4m0N2ydN832LfHk/nsMgKmDUWRsZ+iipKgVJLzvycSE9xv9KFhPjKQ+x+c+VkUHN1AweHfyT+8DmvcLlCL3i6vGLww1euIqX5njHXaYoxujSG8MYpO76Gqxd8pioLWJwitTxCmuu0vel5VVZyZCdgSj2JLPII98Zj786Rj2FNOoNrysZ7chvXktiLHabyDMNZuiTGmDaa67THW7YAhsqkE4SrGbNZz/9hOLP/5ML+vPc5va46TkJDDiHvaYTZXzM+ovlk4gZ8MI/2hRVjXxJL92kr8Xh8owVpUSRKUSiExwd1NFB7h6+FKPE9VVWznDpG35xfy9vxMwbGN4Cq68KY+ojHmRt0xNeiMuX4XDLVaoGjlv1p1pSiKe0xYYBRezfoUeU512LEnH8d6dj/W+APYzn+0Jx3DlZdOwZE/KDjyx1/nMnhhjGl7Pji1x3QhPMn/D4/SaBQG39yMyCg/Fi3cw+GDyXzy/kbuG9uR0ApqRTd0iibg3ZvIfHIpBYv3oQnzwffxHhVyLSGuhvx2KoWk80EpIrJmBiWX3UrBod/I2/MLuXt+vuhOK314Q7ya9sHctDdeTfugC4zyTKGi0ik6PYaophiimuLb6fbC7S6bBVvCYWzxe7Gc2oU1bieWuF2o1jwssZuwxG766xwGM8aYdpgbdsPc6DpMja5D5xfmiZdT47XrUIuQUG9mf7Wd5ORcPp62kXvua0+jJqEVcj3TDY3xe6U/2a+sJG/6n2jDffG6s02FXEuIKyVBqRQSE88HpRrUoqQ6HeQfXEPOloXk7liCq+CvmXwVnRFzsz54txmCT5vB6EPrebBSURVpDCZMddpiqtMWv+73Au7pH2yJR7Ge2oHl1E6scbuwxO1EteQWhqeM5e8B7vBtbngdpkbdMDfqjiGymQwYryTRMQH86+kezP7fDuJOZTBzxlZuu70lXbrVqZDred3RBmdiDnnT/yT79VVownww9WlQIdcS4kpIUCqRgsulkpyUC1z7LUqqqlJwdAM5W74hd9t3OHNSC5/TBkTh03YI3m0G49W8HxqjtwcrFdWRotFijGqGMaoZftfdA7jvirQnHcNyYgsFxzZREPsntrMHCgeOZ2+cDYDGKwBzk154Nbser2bXu7tzJThVGF8/E4881pVF3+xl146zLP52H6kpeQy6qVmFDPL2mdAdV1IuBd/vI+uZZWj+dxeG1pHlfh0hroQEpcvIzCzA4XCh1WoIDPLydDkVwpGdTPaG2WT9MRN74l8LV2p9Q/DpdDu+Xe7G3Ki7vDGJcqdoNBgim2CIbFLY8uTMy8RyfPP54LQJy/EtuPIzydu1lLxdSwHQ+oZibtbnfHDqiz68oQwELmc6nZa7R7UlJNSbVcuPsu63E6Sm5jFiVDsM5Xw7v6Io+L3SH2dyLrYNJ8l4dDHB80fJ7N2iSpCgdBlpqe7lMIKCzRV2u6wnqKpKwaG1ZK79nNxdS8FpB0AxeuPb6XZ8u96NV7O+MshWVDqtdwDerW/Eu/WNgLsb2Bq3i/zDv5N/cC0FRzfgzEkhd+sicrcuAkAXHIN3K/cxXs37oTHJNB7lQVEU+g9sTEiIN98u2MOBfUlM//hP7h/bCX9/U/leS68lYNotpN//DY4DSe4JKeePRBssrdfCsxRVVVVPF1HV9OvXD2d8FivnL2Gn1cn3i/bRtHkYYx7q7OnSrprLbiVn8wIyVryPLX5f4XZjvU74934Qvy53ozFf212MonpTHTYsJ7eRf/A38g/9hiV2U5EZ3RWdAXPjnni1uhHvNoPcd9VJa9NVO3Uina+/2k5eng3/ABMPjO1MVK3yXyDcmZpH+sh5OOOz0LeKIPB/d6HxklnhRen069cPgDVr1pTbOSUoXcLfg9Kqs9ms++0E3XvWZeiwlp4u7Yo58zLJXPMpmWs+wZmVCLhbj/y630tAn4cwxsidJqJ6clnzKTiyjry9y8nb+yv25ONFntcF18G79Y34tLsZc7O+aPSyZMaVSkvN439fbCM5OReDUcuo0e1p1qJ0s8SXheNUOmkj56NmFmDsXZ+Aj26TCSlFqUhQqiR/D0rf7E1k/95Eht7Wgu69qt/dXc68TDJWfkDmyg8K71zTBdYioP/j+Pcei9ZbxgCIa4st8Rh5e38lb++vFBxeh+r4a4U7jckX77ZD8Gl/K96tB0kX3RUoKLAz5387iD2WiqLAzbe2oEcF/G607T5L+gPfgtWB+Y7W+L06QFoGxWVVRFCSASglUdx/QQEEhVSvgdyughzSl08lc+X7hUuIGGq1IGjIv/HtfKfMii2uWYaIRhgiGhE44F+4rPnkH/qNvL2/kLtzKc7Mc+Rs/oaczd+g6Ix4teyPT4fb8Gl3M1qfYE+XXi2YzXoefKQzP3y3j62bz7D0hwNkpOcz5Jbm5TqO09C2lntCyid+pGDRXrQRvvg8el25nV+I0pKgVAJV/Wswd0hI9RhQqDodZK3/irTvX3UvcAoYarckeOjL+HQYJneuiRpFY/TCp+0QfNoOIeyej7Cc2EruziXk7vgBe1Isebt/Im/3TyRptHg1ux7friPw6XAbWi9Z/LokWq2G4Xe2JiTEm19+Osz6dSfJyrJw96i26HTlt0SNqV8j/F7qR/brq8n9aCOacF+8hrUqt/MLURoSlEpgsdix2dzLcwQGVf1V6/P2Lidl4fPYzh4A3JP2hQyfjE/H4RKQRI2naDSYG3bF3LArIXe8iS1+vzs0bf8B65k95B9YTf6B1SR/PR7vNoPw7XI33m1vQmOo+j/7nqAoCn36NcQ/wMy3C3azd3cCuTlW7h3TEa9yHHztdXc7nAk55H2xhexXVqAN98HYvfoNgxDVlwSlEuTlue+k8fExlOtfSeXNnhpH8pzHydvzM+BejDR46MsE9B2HopO7RYT4J0VRMEa3whjdiuChL2NLiiVny0JyNi/Adu4QuTuWkLtjCYrJB592Q/HrNhKvlv1lQd9LaNehFr5+RmZ/tZ0Tx9OZ/tGfPPhwZwICyy9g+jzZE2dSDpalB8l8cilB80aib1wxy6oI8U/SzFCC3Fx3UPIPqJp/UapOBxnLp3HqxVbukKTVEzjwKeq9fZTAAf+SkCREKRnCGxJ8y4vUmbKPOq/vJHDw8+iC66Bacsn5cx5npw7h5DP1SP3uJWyJxzxdbpXTsFEIjz5+HX7+RpISc/j4gw0knMsut/MrioL/6wPRd4pGzbORMW4xzpTccju/ECWRoFSCvPNBya+cJ1YrD5a43Zx+vRsp3zyLas3D3Lgndf67i9AR78qdbEJcIUVRMMa0IfTON6n37nGiX1yPf7/xaLyDcGScJf2nNzk1sSln3uhD1vr/4bLIm/UFkVF+PPZED8LDfcjOsjL9o03EHku9/IGlpBh0BH4wFG29IFyJOWSM/x5Xvu3yBwpxlSQolaCwRakKBSXV5ST9l3c4/XpXrHE70XgFEHb/Z9SeuBZjVDNPlyfENUNRFMyNriN89EfUfz+eyPHf4NX6RlA0FBxdT9LMsRx/IorEL8eQf2Q9MtMKBAaaefRf11GvfhAWi4OZn29h186z5XZ+TYCZwOnDUALNOA4kkfXcz6hOV7mdX4hLkaBUggtjlPwDqkZQsqedJv7tAaR+OxGcdrzbD6XuGwcI6POQDNYWogJp9EZ8O99B7ad/pt7UU4TcPgV9eCNUax7ZG74m/s0+xL3YmozVn+DMz/J0uR7l5WVg7LgutG4TidOpsmDOLv74/US5nV8XE0jgx7eBQYv1t1hy3vm93M4txKXIu2sJqlKLUu7OH4l7qS0Fh39HMXoT/sAMoh5fjC4gwtOlCVGj6ANrEXTTROq+dYjoF9bh1/MBFKM3tnMHSZn7L048FU3SrEexnt7j6VI9Rq/XMvLe9oUTUf7040F+/flwubW6GdrVwv/NwQDkz95B3ryd5XJeIS5FglIJ8nLdM/p6coyS6nKS+t1LnPtwGK6CLEz1O1PntR34935QZqkVwoMURcHcuAcRD35J/WlnCL3nQwxRzVCteWT9PoO4Se05Pbkn2Zvm4bJbL3/Ca4xGo3Dzrc0ZNKQpAL+tjmXxt/twuconLJkHNcXnqV4A5Ly5Fsvvxy9zhBBXRoJSCfLyPdui5MxN4+x7g0n/6U0AAvo/TvQL6zBENPJIPUKIS9N6+RN4w2PUmbKP2hPX4tP5DtDqsMRuInHGvZx8pi5pS17HkZ3s6VIrlaIoXH9DQ4bf2QpFga2bTzNv9k4cDme5nN97bGfMt7cGl0rWM8uwH0wql/MK8XcSlEpgtbh/mH18Kn8RTVviMU7/9zryD6xGMXgRMW4uYaPel1v+hajCFEXBq2lvosZ/Q/33ThE87HV0QbVxZieTtuQ1Tj5dl8SvHsIav9/TpVaqLt3qMOre9mi1GvbtSeB/X2zDanVc9XkVRcHv5RswXFcHtcBOxvjvcSbmlEPFQvxFgtJlKAqYvSp3XbSCYxs5Pbk79qRYdMF1iHl5E35dR1RqDUKIq6MLiCT4lhep985xIh+dj6l+Z1SHlew/viLupTbEv3sjeXuX15i75Vq3jWLMQ50wGLQcO5rKjE83F07BcjUUvZaAaUPRNQzBlZxLxqOLceXJtAGi/EhQKoGKOySV50KPl5Oz4wfi/68/rtw0jPU6EfPyJozRsraRENWVotXh2+Uuol/eRPSL6/HpOAwUDfn7V3F26hDiXmxN9sY5qA67p0utcI2ahPLw+K54ees5czqT6R9vIjOz4KrPq/E1Ejh9GJpgLxxHUsh8eimqQ6YNEOVDgtJleHtXXldX9p/zSfjkLlSHFe/2Q4meuFbuahPiGnFhXqaoCYuo9/ZRAgY8gWLywXbuIIlf3M/Jfzchc810XLarDw5VWUydQB59/Dr8A0wkJ+Xy6YebSE6++ok7tbX8CZw+HEw6bOtPyrQBotxIULqMygpKWetmkjjjXnA58etxH1ETFqExelXKtYUQlUsfWo+wkVOpP/U0Ibe/gdY3FEdaHMlzJnDy2Qak//w2zoLyWwKkqgkP92X8v7oTGuZNZkYBn320qVyWPNG3jCDgrfPTBszZQf7C3Vd9TiEkKF1GZQSlzDXTSfrfw6Cq+PcdR/iYL2XxTSFqAK2XP0E3/Zt6754g9J4P0QXH4MxOInXRf9xryy2ehCM7xdNlVojAQDOPPn4dUbX8yM218dknf3LmdOZVn9c0oAk+/+oBQPaUNVg3x131OUXNJkHpMrwqOChlb5xD8pwJAATe+DRhoz+WWbaFqGE0Ri8Cb3iMev93lPCxX2GIbIorP5P0ZVM4+Wx9Ur6diDOn/NZNqyp8fIw88lg3YuoEUJBvZ8anmzl5Iv2qz+v9SFdMQ5qBw0Xmk0txnMooh2pFTSXvyJdRkS1KuTt/JHHmgwAE9P8XIXe9LZNIClGDKTo9/j3uo86UfUROWISxbgdUWz4Zv7zDiecakLr4ZZy5Vx8kqhKzWc/YcV2p3zAYq9XBl59t5tiRq2tFUxQF/8k3om8diZptIWP8YlxZlnKqWNQ0EpQuw6uCpgbIP/Q7CZ+OKByTFDriPQlJQggAFI0G347DiHllC1FP/oixTjtUSy7py97g5HMNSP3hNZx5mZ4us9yYTDrGPNSZJk1Dsdtd/O/LbRzcf3WTRypGHQEf3YomwhfnqQz3nXD28pnoUtQsEpRKoCpgMpd/ULIlHOHcR8ML724Lf2CGdLcJIS6iKAo+bW8i5tVtRD2+GEN0a1wF2aT/+Donn2tA2tIpuAqujQkWDQYt9z3YkZatInA4XMz+33b27Dp3VefUhvoQ+OkwFLMe259x5Pzfb+VUrahJ5N35MkwmXbmez5mbztn3h+LKz8TU8Doix81H0ZbvNYQQ1xZFUfDpcCt1XttB5GMLMUQ1x5WfSdr3kzj5fCMyVn+C6qj+kyzqdFpG3deetu2jcLlU5s/ZyfatZ67qnPqmYfj/3xBQIH/+LvLmywK6omyqfFD6/PPPGT16dIn7LF26lCZNmlz0iI+Pv+rrG8sxKKkOOwmf3o096Ri64Bii/rUYjcFzC+4KIaoXRaPBt9Pt1Jm8m4hx89CHN8KZk0LK3H9x6oWW5GxZiOqq3hMtarUa7h7Vjs5do1FV+HbBHjZtOHVV5zTd0KjIArrWTVd3PlGzVOmgNG/ePN5///3L7nfkyBE6d+7Mhg0bijwiIyOvugaTsfyCUup3L5J/cA2K0ZtaT/6Izi+s3M4thKg5FI0Wv653U3fKPsLu/QStXzj25OMkTB/J6de7kn9wradLvCoajcLwO1vTvWddAJYs3s/6dSeu6pzeD3bGNLQFOFUyn1qK40RaOVQqaoIqGZSSkpIYN24c7777LnXr1r3s/kePHqVJkyaEhoYWeWi1Vz8XkdFUPmOUcnctI2P5ewBEPDQLY3TrcjmvEKLmUnR6AvqOo97bRwke9joaky/WUzuIf7s/8e8Ownp6j6dLvGKKonDLbS24vl8DAJYtOcgfv195WFIUBf/XBqBvXws1x0rG+O9xlcPyKeLaVyUHxxw4cAC9Xs/SpUv55JNPOHv2bIn7HzlyhL59+5bpGv369Sv2uYSEBMJwz4pdHmOU7KlxJH75AAABA57At+Owqz6nEEJcoDH5EHzLi/j3eZj0ZVPIXPsZ+ftXEndgFX7X3UPw7VPQB9bydJllpigKNw5pikajYc2qY/z040FUVaX39Q2u7HwGHQEfDCXtrrk4T2eS+dRSAmfcjqKXCX5F8apki1Lfvn356KOPiI6Ovuy+WVlZJCUlsX37dm6++WZ69OjB+PHjOXny5FXXoXL1Y5RUl5OEz0fjysvAVL8zoXe+ddV1CSHEpej8Qgkb9T513zyAb9e7QVXJ3jiHU/9uStrSN6rlOnKKojBgUGNuGNAIgJ+XHuL3tcev+HzaYG/3nXBeemxbTsudcOKyqmSLUlkcO3YMAFVVefPNN7FYLEyfPp2RI0eybNkyQkJCLnncmjVrij1nv379cMZnAWC8yjFKGSs+wHJsIxqTL5GPzkfRVd4iu0KImskQ1oDIcfMIHPAkyfOfxhK7ibTvXyZr3ZeE3vV/+HS6vVrN2+YOS01QFIVVK47yy7JDqKrK9f0aXtH59I1D8X/nJjIn/ED+/F3omoTidUebcq5aXCuqZItSWXTs2JE///yT9957j5YtW9KxY0c+/vhjXC4X33///VWdW6vToNNd+bfIdu4wad+/DEDoiHfRh9a7qnqEEKIsTPU7Ef3iH0SMm4suqDaOtDgSPr2b+Lf6Yonb5enyyqz/jY3pf2NjAH796TBrV8de8blM1zfE5189Acj+72psO67+Lmlxbar2QQkgKCioyF9HZrOZ2rVrk5R0dTO7Gq6i31p1OUmc+SCq3YJXywH49XrwqmoRQogroSgKfl1HUPfNQwQNnYRiMFNw5A9Ov9qJxK8expGd7OkSy6T/wMYMHNQEgOU/H2bNqmNXfC7vh7tgGtjk/JpwP+JMyC6vMsU1pNoHpYULF9KlSxfy8/MLt+Xm5nLq1CkaNryyZtkLdFcRlDLXTMdyfDMas5975u1q1MwthLj2aIxehNz2CnXfPPTX+KU/ZnJqYjMy136G6qo+y3v0G9CIGwe7w9KKX46weuXRKzqPoij4TbkRXZNQXGn5ZDy+BLXAXp6limtAtQtKTqeTlJQULBb3Aoe9evXC5XLx/PPPc+zYMfbt28fjjz9OUFAQw4Zd3d1lWu2VhRtHdjJp308CIOSON9EHX35QuhBCVAZ9cDSR4+YR/eIfGOu0w5WfSfLsxzj93+5YTu3wdHml1rd/IwYNaQrAyl+PXnFY0ngZCPj4NpRAM46DSWRNWoGqquVZqqjmql1QSkhIoEePHvzyyy8AREZGMmvWLPLz8xkxYgT3338/vr6+zJ49G6PReFXX0umurEUpddF/cBVkYazTHv8+D11VDUIIURHMjboTM2kzoaM+QGP2w3pyG6df60LSnMerzYK719/QkME3/RWWfl9zZWOWdLX8CXx/KOg0WH4+RP5X28qzTFHNKapE54tcuOtt7B1TuGfywDIdWxC7mTOTuwMQ/dIGzA27VUSJQghRbhyZCaR88xw5mxcAoPULI/Tud/DtNqpaDBtYu+oYy385AsDNtzanZ+/6V3Se/AW7yP7valAg8LPbMfaUG3CqmwtzJJZ0Z3tZVbsWpcpU1q43VVVJWfg8AH7d75WQJISoFnQBkUSOm0vt51ehj2iCMzuZxBn3Ef9WP6xnD3q6vMvq279R4TxLy5YcvOK14cx3t8V8R2tQIfPZZThOpZdjlaK6kqBUgrJ2veXt+QXLsY0oehPBt0+uoKqEEKJieDXvS93Juwm5fcr5u+PWETepPWlLXkd12DxdXon639i4cLmTJYv3s2Xz6TKfQ1EU/F684a9lTib8gCvHWt6limpGglIJtPrStyipLhdpi91zJgXcMKFaLhcghBCKzkDQTROpO2U/3m2GgNNO2pLXiHulIwWxmz1dXrEuLHfSs7e7u+z7b/eyY1vZ50ZSDFoC3h+KJsIX54l0sp7/CdXpKu9yRTUiQakEZWlRytn6LdYze9CY/Qga8nwFViWEEBVPH1qXqCd/JPLR+Wh9Q7GdPcCZKT1InvcULkuup8u7JEVRuGloc67rUQdVhW8X7Gb3zpLXCr0UbYg3gR/dCkYd1nUnyP1oY/kXK6oNCUol0GpL9+1RVZX0n94EIPDGZ9D6BFdkWUIIUSkURcG3y13UffMAft1Hg6qSuepDTr3Ymrx9Kzxd3iUpisItt7Wkc9doVBW+mbebfXsSynwefYsI/P/rvpknb8ZmLMuPlHepopqQoFQCnb503568Pb9gi9+PxuRLwA0TKrgqIYSoXFqfYCIemkWtZ35BF1wHR1ocZ98bTMKM+3Dmpnm6vItoNArD7mhNh461cblU5s3eycH9ZV+pwXxTc7zHdAIg68VfsR9LLe9SRTUgQakE2lJ2vWX8+i4A/n0eRusdUIEVCSGE53i3GkjdKXsJGPAEKAo5m+Zy6oVW5O5a6unSLqLRKNwxog1t2kXhcqnMmbWDI4fLvlyLz5O9MHSNQS2wk/mvJbiyLRVQrajKJCiVQFeK6QEKYjdTcOQP0OoJGPhEJVQlhBCeozH5EDZyKtEvbcQQ1RxndhLnPriNxC/ur3ITVWo0CnePakur1hE4nS5mf7WdkyfKdsu/otMQ8O7NaCL9cMZlkPWfX1BdMv1gTSJBqQSlGaOUsWIaAH7XjZI73YQQNYa5QRdiXt1G4ODnQFHI3jiHuJeq3tglrVbDiNHtadI0FLvdxf++2Er8mawynUMT5EXgh0PBoMX623HyPv+zgqoVVZEEpRIompJblByZieTuXAJA4ABpTRJC1Cwag4nQO98i+oU/0Ic3xJFxlrPvDSZp1jhcBTmeLq+QTqdh9AMdqVc/CIvFwczPt5CcVLY79/QtIvB7ZQAAuR9vxLruREWUKqogCUol0FwmKGWt/x84HZgadsMY3bqSqhJCiKrF3Og66ry+i4D+jwOQ9fsXnHq5LfmHfvdsYX9jMGi5f2wnatX2Jy/PxhfTN5Oenl+mc3jd1hLz3W3dM3f/+ycccRkVU6yoUiQolaCkoKS6XGSt+xJAFr4VQtR4GqMXYaPep/a/V7vvjEs9RfzbN5Cy8N+47FVjdmuzWc/YR7oQFu5DVpaFL6ZvJjurbIOz/Sb2Rd82CjXbSuYTS3DlV+0Zy8XVk6BUgpKCUv6BVThST6HxCsC3852VWJUQQlRdXs2up+7kPfj3HguqSsav73Jmcnes5w55ujQAvH0MPDSuC0FBXqSl5vPl51vIzyt92CmcuTvYC8fRVLInrUDWlr+2SVAqgaIp/tuTvWkuAH7dRqExmCurJCGEqPI0Zl/CH/icqH99j8YnGGvcLk6/2onMtZ9ViVDhH2DmoUe74OtnJDEhh5kztmKxOEp9vDbMh4BpQ0GnwfLLYfJn76jAaoWnSVAqQXE5yWXNI3fnjwD4XjeqEisSQojqw6f9UOpO3oNXy/6otgKSZz/GuQ9uxZFd9vmMyltwiDcPjeuKl7eeM6cz+XrmNux2Z6mPN3Ssje/z1wOQ8+7vWLeUfRFeUT1IUCpBcV1vubuWoVrz0IfWx1S/cyVXJYQQ1YcuIJJaT/9C6IipKDoDebt/Iu6ltuTtXe7p0oiI9OXBh7tgNOo4HpvG3K934izDArheo9phuqU5OFWynlmGMyG7AqsVniJBqQTFTQ+Qs3kBAL5d70ZRLj8ppRBC1GSKRkPgwCeIeWULhlotcGYncXbqEJLnPYnL5tmZrqNjAnjgoU7o9BoOHUhi8bd7S909qCgK/q8MQNc0DFd6PplP/ohqLX0XnqgeJCiV4FItSs6C7MIJ1Xy73l3ZJQkhRLVljG5NzCtbCtfEzFz1EWem9MCWeMyjddVvEMw993ZAo1HYvjWeX386XOpjFbOegA+HovibsO9LJHvKmgqsVHiCBKUSaC4xM3f+/pXgtKMPb4SxVgsPVCWqE1VVsTkd5Nms5NmsWJ0OXGrpm/aFuNZoDGbC7vmAqKeWofUNwRq3i7hXO5J9vqXeU5q3DGf4ne758H5fe5w/fi/9hJK62gEEvHsTKFDw3V7yf9hfUWUKD9B5uoCqTHOJbrW83T8B4NP2psouR1whVVXJsVvJsuaTY7eSa7eSY7O4P9ot5NrOf7RbsTjsOFQndpcLu9OJ3eUs/Nrhcn9tdzlxuFznP156m+38185iQpGCgl6jQafRotNo0Cla9BoNWo0GvUbr3q5o3M8Vfq5Fr9Ge38d9zIXn9RoNWsV9rEmnx0tn+Ouhv/Tn3joDfkYz3jqDdCGLSufTZjDG13eS+Nk9FBz5w/3x0O+EjnrfY3cSd+oSTW6ulV9/OsxPPx7E29tAh061S3WssXs9fCZ0J/ejjWS/vgp9szD0TcMquGJRGSQoleCfXW+qy0ne3l8B8Jag5FEOl5Pk/BwS8rNJKcghpSCH5IIcUgpySS3IJcOaR4Y13/2w5OOoYq04Kiq284HK07SKBj+DCT+DGX+DCX+j+fznZvwMJvwN5vPbTOe3mQk0ehFi9sFXb5SQJa6YPrAWtZ9fRdqP/yV92RSy1n1JwfHNRI1fiCGqqUdq6tO3Abk5VtavO8mib/bg7WOgabPSBR7vR7ph230O2/qTZD75I8GL7kXja6zgikVFk6BUgn8O5rYc34IzJxWNVwDmRt09VFXNYHc5OZOTzqmcdM7lZhKfl8HZ3EzO5WVyNi+ThLzsYltrimPU6vAzmPDRm/DVG/HRG/E1mPDRG/HRuz+adfrCFpoLLTj6v32t02jRn2/dMWgvfO1u2bnQEqQv8vmFFiMNCgoO1d3KdKEFyqH+1RLlvPCxyPN/tWS5n3d/fWH7hXPYXS6cLhc2lwOLw0G+w0aBw0aew0a+3XbJr/Ps1sJ6LoTKsjJqdQSbvAkx+RBi9rnkxwhvPyK8/CVUiUtStDpChr2GuUlPEj+/F1v8fuJe7UT4fZ/g1/3eyq9HURhyS3Pycm3s3HGWObN28PCjXalTN/Dyx2oUAv5vCKnDZ+M8nUnWi78S8MFQ+X9fzUlQKsE/W5QKW5NaDUTR6T1R0jUnw5rPofQEYrNSOJGVwsnsNE5kp3I6J/2yQUinaAj38iPMy5cwsy+hZl9Cz785B5m8CTR6uR/nPzfLv1kRqqpicdrJtBaQbbOQbSsgy1ZAls1CttX9efb5r7OsBX97voBMawG5dveYq3N5WZzLu/xq7N46A5He/u6Hl/tjhJcfUd4BRPsGEu0TJP9GNZh3ixuo8/pOEj4fTcGhtSR+8QD5h34n7N5PKr0rTqNRuGNEG/LybBw5nML/vtjKo/+6jvBw38sfG2AmYNotpN8zH+vqY+TP2o73A50qoWpRUSQoleCfQSn/0G8AeLXs74lyqjWny8XJ7FQOpidwMCOBQ+mJHExPICG/+DdYL52BOr5BRPsEEuUTQC3v8w+fAKK8Awgz+6ItYfZ0UTJFUTDrDJjPB5iyKnDYSLPkkVKQS5rF3eWZWvgxj9SCXFIKckgqyCHTmk+ew0ZsVgqxWSnFnjPc7EuMbxDRvkHE+AZRxyeo8OsIL180ivx7X8t0ARHUfm456cveJG3Ja2Rv+Brr6T1ETliEIax+pdai1WoYfX8HZkzfzOm4TL78bAuP/as7AYGXD22G1pH4/acv2f9dTc7UdehbRWLoWLqxTqLqUdSqMJ98FdOvXz+c8VnM/PQbGvRrCIDLkkvsY8HgdFDvnePoQ+t6tsgqLjE/mx3JcexMOcPO5Dj2pZ3D4rRfct8YnyAaB4bRwC+Uev4h1PcLob5/KOFmX2myvkYUOGwk5GWTkJ9FQl4WiYUfs4nPzeB0Tjo5l1k41ajVUcc3iAb+oTTyD6NhQBgN/UNp6B+Gl95QSa9EVJb8Q7+R8OkInDkpaLwCiHj4a4/cRJOXZ2P6h5tITs4lLNyHRx+/Dm/vy/9/U1WVrOd/xvLzITSh3gR/dy/aUJ9KqLhm69evHwBr1pTfNA0SlC7hQlD66rOF1L++AQB5e5dzduoQdCF1qf/ucQ9XWLWoqsqxrGQ2njvOtuRT7Eg+zdm8zIv2M2n1NA2MoHlQZOGjWWAEvgZT5RctqhRVVcm0FXA6J50zOenE5aRzOied07nuj/G5mSV2xdbyDnCHpoCwwv9jjQPCpSuvmrOnx5PwyV1Yjm8GIOiWlwi+dRKKRlupdWRkFPDphxvJyrQQUyeAh8d3w2C4fA2ufBvpd83FcTwNQ5cYAr+4A0UnraIVqSKCknS9lVL+4d8B8Gra27OFVBHxuRlsOBfLhoTjbEo4TnJBTpHnNYpCk4BwOoTVoUNoDO1Co6nnFyJdZeKSFEUpHFPWJuTiLgqHy8m5vCxOZKcSm5nMsczk8914yaRZ8jh7fpD/unN/TVyoVTQ08A+heVAUzYMiaXE+nIeaLz/ORFQN+qDaRP/nN1IWPEvmmk9IXzoZy4ktRI6bh9YnuNLqCAw0M/aRLnz60SZOx2WyYM5ORj/Qsdhlri7QeBkI+GAoaXfMwbblNLkfbcD3qV6VVLUoL9KidAkXWpT+9/lC6vVxtyidfv06LCe2EPHQ/zxyJ4anOV0udqWcYdWZQ6w+c4gjmUlFnjdqdXQOr0vX8Hp0CKtD29BofPRyW6yoeBmWvMKxT8cykziUkciBtATSrXmX3D/M7EvzoEhaBdeiXWg07UKjJTxVA9mb5pE06xFUWwG64BiiJvx/e3ceV1W1Pn78cziHwwGZBEFGFUScB0QGFce8WmpqlveWOWRpWpZXU5t+31um3m5ZflMzx2tmDjkgOaVpWdcccywnUjRFZhSZhwOcs39/mHzjKujRwwEOz/v1uq/7ap21935gCfth72ettQldQCeLxnDl95ssX3yE0lIjXaIaM3hom/sqDyjc9RvZU7cD4PrZE+h6BVV1qHWWPFGqJkppMfprpwDQ1aFlAQpLi/kx8SLfJ8SyN/E3Mor+78ajVtnQoYEfUT5BdPFuSqhHI3TymkNUg/q6eoTp6hHWsElZm6IopBXmci4jmdjMFM5lpHDuZjJXcjJIL8wlPSmX/yRdLOvv5+hKSINGZYlTG3dfeW1Xwzh3eRY7/3YkL3yKkrRLJPyzG54jP8Wlx1iLxRAQ6MbTz3Zg7ZcnOXQgHtf6DvTs3fSex9k/1oKSk0kUrD1J9ls70WwahcbfteoDFmYhiVIlbv+doE84jVJajE09N2w9LDvzwtJKjAZ+Sopjy++/sPvaeQpKi8s+c9bq6OXbnD7+LenlF4yrnUM1RipExVQqFV4Ozng5OPOI//8tXFhQUkxsZirnbybzy40ETl1PIC7rOol5WSTmZbH96mng1tITLd28CfNsTIRXABENA2hgL4W41c3Ovy2N3j1K6vLnyD+1jbSV4ymKP4Xn8E9QaSxT0N+ugw/Z2UVs33KendtjcXHVEdLR957HOU3vScnZFEp+TSFryjbc1w5HZSe34NpARuk+FP1+DABdQCernIWlKAon0q+x+fJJdlw9U27hQT9HV/o1ak1f/5aEewVga+EiSiHMycFWS6hnI0I9GzGSSAByi4s4fSORU38kTqeuJ5BemMuZjCTOZCTxeewhAJq6eBDRMOCPxKkJfo73XoBQmJ/awQWfVzdz85sPyYj5B9k/LKE46TzeEzegcbbMliHdegSSebOQAz9dYeO6X3F2tqNpUINKj1Fp1bj+7yBuPPUlpefTyHl/Ly7v9bNIvOLhSKJUmT8K9Yqu/JEoBYZXZzRml1mUT/Tlk6y7cIy47PSy9gY6Rx4PaMeQwPZ09GhklcmhELc5aXV09Qmiq8+tuhFFUUjOz+ZEejw/p13l57Qr/JaZyuXs61zOvs66i0eBWzPtonyC6O7TjCifprjr5ImTpahsbHB//C3s/NuW7RV37b0IfCbFoGscYpEYBg5uRXZ2EWd+TWHViuO8PKkrXt6V17qpvZ1x/WggmeM2UbjpNNpQP+wHyebqNZ0Uc9/F7WLuL5ZvpEn3QK6+3Zbi5PP4TN5a6zfDVRSFY+nxrPrtMLuuni3ba8xeY8vAJm15IjCELt6BaOTJkRBlMvUFHE+7ypG0qxxNu8LpG0l3LFfQ2s2bbj7N6OYTRHjDAKlxshB9cizJ85+gJC0OldYerxdW4BTxN4tcu6TEwPLFP3P1yk1cXXVMnByFi8u9lzvJXXiQ/EWHUNnb4r5pJJpAy83gs3ayjpKF3E6UVi3fiH+EF5cmOIOiEDgvCY2rV3WH90BKjAa+uXqG5ecO8OuNxLL2tu6+DA8OY3BgB5xlPSMh7kt+iZ6jaVc5kHyJn5LjiM1MLfe5nVpDmGcTuvs2o49/C5q5eMqT2SpkyM8kZfFwCs7uAcBt4Fu4D52JygLLkRTkF/PZgoNcT8/H28eZl17tjE5XeZKsGIxkjt1E8c/X0AQ3wH39CFT3OEbcH0mULKQsUfr3Rhr6Z3JtRjhqJw+afpp674NrmIKSYlZfOMK/zx0s2y7ETq3hicAOjGoRSbu7rFkjhDDN9cJcDiRfZn9yHD8lx5FakFPu80aObjzi34I+/i2I9ArETi1VD+amGA3c2PQ2mbs+BqBe+wF4jV+N2sH07XlMdTOjgIXzD5KXq6dZcAOefzEctbryJM1wPY+MoaswZhRgP6yd1CuZiSRKFlKWKK3YRH3VflKXj8G+RU/83zTfN76q5ZXoWRV7mKVn95etJ+Nh78joFp0Z2SJC6imEqCKKonA5+zo/JcfxY+JFDqVeRm8oLfvcQaOlm08Qffxb0se/hazhZGY5h9aStvJFlJIitD4t8Zm8zSL7xCUmZLFk4WGKiw2Ehvnx12fa3/Mpov5wPJljN4ICLh8OwP7xVlUep7WTdZQsTIUKfeI5AOx8a0fBXV6JnpXnD7H03H6y/pi91tjJnVfa9WRo0xD5S1aIKqZSqW7tQ+fqyfOtulJQUsyBlEt8n/AbexNiSSvMZfe18+y+dh4VKsIbNqZ/k7Y81rgNPg+wObEoz7nLs2i9m5O8YCjFybEkzOqMz6QY7Kt4DTw/f1eeHd2RVSuOc+JYIg086vHIX5pVeoxd58bUm9CZ/MWHyZmxB9s2XmgC3Ko0TmE6eaJ0F7efKH25Ihr10VfIP70Lz1Gf4dp7QnWHVqFSo4F1F4/xv6e+50ZRHgABzg34e/teDAnsIMXZQtQARsXIuYwUvk+M5fuE38rVCwKEePgzoHFb+jdpQyMnuWE+jJLMJJLnDUEffxKVRkvD5/+Nc5dnq/y6hw9e5evoswAMH9WRDiE+lfZXDEYyX9hI8dEEqVcyA3n1ZiFlidLn0ZTG9KI04xr+b+/DPjiqukO7g6IofJcQy/vHd3Ep+zpwK0Ga0uERBge0l73VhKjBkvKy2BV/lp3xZzmWFo/C//06buPmQ/8mbRgU0J4mzjIr6kEY9fmkLB1J/smtALgN/gfuQ96t8sL67VvOsX/fFTQaG8ZP7EzjJpWvuSX1SuYjiZKFlNUoLVuHfmVLAJp+mobaqfIFxSztUlY6/+/IVg6mXAbAza4eUzo8wogWEbIwpBC1TFpBDt/Gn2Nn/FkOp/6O8U+/mkM8/BkS2IFBAe2kpslEitHIjei3ydz5EQBOkU/T8PkV2FThLF+jUeHLlcc5fzaNeo5aXp0chZt75TsZ6A9dJXPcplv1SnMGYD9Q6pUehCRKFnI7UVoxdx6G6B7Y2DvTdNHNGjO9t7C0hE9//YHFZ3+ixGjATq1hbKsoJrbrKVP8hbACGUV57L52nm+unGF/yqWypEmtsiHKJ4gnAtvzaOM2svG0CbL3/Zu0LyeCoRRd0K26papcyVuvL2Xxp4dITsrBs6EjE//eFXv7yl+p5X56gPzFh1E52OK+aZTUKz0ASZQs5HaitOzdt2HPMOwah9D4vePVHRYAPyXF8dbhr4nPvQlAb7/mzIocRGMneTQvhDVKL8hl+9XTfH35F365kVDWbqfW0Ne/FcOahdLDp5m8Zr8PBed/IHnhMIwFWWgaNMF3yrYqnaiTnVXIwnkHyc4uuq9lA8rVKzX3wP2rZ6VeyURVkSjJT1YlDDlpANh6BFRzJLfWQ3r78BaG71lBfO5NvB1cWNZrBKv6PCdJkhBWzNPBiRdadWXH4xPZ/+Q0pob0IdC5AXpDKduvnmbUdyuJ2PQBc07s5krOjeoOt0ZzaNWbRv84hK1nU0pvXCVhdhQF53+osuu5uNozZlwYWq2auIs3+Dr6LJU9m1CpbXD5aCA27g6UXrhOzr+qLjZx/yRRqoQh+9YCk7YeVb8GR2WOpV3lL1vn8+VvRwAY3SKSH4e+Rv8mbWrM60AhRNW7NVGjD/uGTmXX46/yfMsu1LdzILUghwWnf6Tb5o95atdSoi+doKCkuLrDrZG03s1p9M5h7IO7YSzMIXFuf3IOr6uy6/n4ujB8VEdUKjh65Br7fvy90v5qD0dcPhwAKijcdJqS2LQqi03cH0mUKlCitkFvvDV119YCi5XdTanRwJwTu3ly11LiczPwdnDhq34v8M/OQ6Q2QYg6TKVS0baBLzMjB3H8b2+zpNez9PQNRoWKI6lXmLx/Ex03/JPXD8Zw8vq1Sp9i1EVqR3d8p32LY9hTYCghdelIbn4zp8q+T61aN+TxwbeKs3ftiOXM6ZRK+9t1aYLzP/6CNrIRam/nKolJ3D+pUbqLRx55hJsZBSx51JX6qXvwnbqTem0tO10zrSCHifu+4kjqFQCGBXVkRvjjuNjZWzQOIUTtkZyXRfTlk2yIO15Wxwi3lhoY1TKSIQEdcLDVVmOENYtiNHJjw+tk7v4EAJfeL+E5Yj6qKpg1rCgKW2POcuhAPLa2Nkx4pQv+jVzNfp26Toq5LeR2orQoqgT3vFM0/udpi67MfSjlMhP3fcX1wjzqabR81PVJBgW2t9j1hRC1m1Ex8nPaVdZfPMaOq2fKtlBx1up4qmlHRraIpJlr1c34qm0yd8/n+vqpoCjUCxmE94S12NhVPp3/QRgMRr5YcYwLsddxcrLj1deicHWVP37NSRIlC7mdKC0MvYmH4RJNP7uBul7lC4aZg6IorDh/kJnHvsGoKDR3bciy3iNo6uJR5dcWQlinzKJ8NsSdYPWFI+WeMnXxCmRUi0j6NW4t664BuUc3kbpsNEqpHl3TSHwnb62StfOKikpYtOAQqSm5+Pq58NKrXdBq5ftvLjLrzcJUKKhsddg4uFb5tUqMBt46vIUZR3dgVBSGBXVkx+MTJUkSQjyU+rp6TGjbnf1PTmNN3+fp698SG5WKQ6m/M+E/64jc9CELT/9I5h97Q9ZVTuHD8J2+G5t69Sm6fIRrs6MoTq+88PpB6HS2PPdCGPXqaUlKzGbjul+khqyGk0TpHjSuPlU+syxbX8io71ay5sLPqFDxTtgA/jdqGPYaqSUQQpiHjcqGnr7BfN5nNIefeoNJ7XrhYe9IWkEOH5zYTdiGf/HWoa+5/MdWSHWRQ/Nu+P+//WjcG1OSFkfC7K4UxZ8y+3Xc3B0YOSYUtVrF6V9T+H5PnNmvIcxHEqVKKWjqV76h4cNKLchh6M4l7E++hINGy+ePjOTFNt1k2r8Qosr4Orryemg/jgx7k0+ihtHKzZsiQwmrL/xMj5i5jP7uCw4kX6qTTzrsfFrS6B8HsWvUAUNOOokf9Kbgwk9mv05gU3eeeKotAN99e5Ezv1Y+E05UH0mUKqWgdvWusrNfy73JkzuXcCErjYYOznzdfwJ/aST7+wghLMNOrWFYs1B2D5rEhkfH8Rf/lqhQsTfxN57e/W/6bp3PhrjjZcXgdYXG1Ru/N3/Avnl3jIU5JH38GHmntpn9OuGRjYjqfmtB4/XrfiEpMdvs1xAPTxKle9C4eFXJeS9mpfHEziXE596ksZMbX/efQGv3qn16JYQQd6NSqejq3ZSVfUazb+hURrfojL3GltjMVKYeiKZr9ByWnd1Pfom+ukO1GLWDy62lYUIeRykpIvnTp8je/4XZrzNgUEuCW3hQUmxg1Ypj5OYUmf0a4uFIolQJFaB2NP+sh0tZ6QzbtYy0ghyauzYkpv8EGjnJ5odCiOoX6NKAf3YezLG/vsXbnR6joYMzqQU5zDz2DRGbPmTuqe/ILMqv7jAtwkZrj88r0ThHjQajgbQVL3Bz11yzXkOttuHZUR3x8KxHVlYRqz4/TkmJwazXEA9HEqV7UNczbwJzNSeDv+3+NxlF+bR28yb6sRdp6CArrwohahZXOwdebtuDQ0+9zpyuQ2ni5E6WvoBPftlLxKYPee/oDpLzrf9VkUqtoeELK6j/6FQAbmx4nesb3zJr/Za9vS3PjQ3D3sGWa/FZxGw8Uyfrw2oqSZQqpWDjaL5EKSkvi799u7zsSdJX/cZSX1fPbOcXQghzs1NrGB4czr6hU1ncczht3HwoKC1m+bkDdI2ew9QD0VzNyajuMKuUSqXC4+k5NPjrBwBk7pxD2soXUcxYu+Xh4ciIUR2xsVFx4njiPfeEE5YjidI9qM2UKGXrCxn53eck5WcR6NyA9Y+OxU2SJCFELaG2seHxgHbsGvQqa/o+T6RXACVGAxvijtMjZi5TD2yy+oTJrf90Go5ZBiobcn76nJRFf8NYbL6aombNPRj0xK1dIHbtiOX8OdkQtyaQRKlSillevRUbShn3w2ouZqXT0MGZ9f3G4mHvZIb4hBDCslQqFT19g4l+bDxbB7xEb7/mGBQjG+JO/JEwRROfa70Jk0uPF/B+ZSMqjR15J7aQPH8wRjMu1tm5a2MiuzRGUeCr1adIT8sz27nFg5FE6R5sHjJRUhSF6Qc3cyj1d+pptHzZ5zl8HF3NE5wQQlSjUM/GfPmXMWwb+DK9fG8nTMfpvvlWwnTtT1umWBOn0CfwfW0HKrt6FJz7nqS5/TEU5pjl3CqVisFDWxPY1A29vpQvVhyjsLDELOcWD0YSpUqoFFA7uj/UORaf/YnNl0+hVtmwpNezsgSAEMLqdPRoxOq+Y9g64GV6+gb/KWH6mGkHokmwwoTJoVVv/KZ9i429M4UX95P0UT8Meeb5OtVqG0aMDsXVVceN6/msX3MKo1GKu6uLJEqVUamw0T34K7KDKZf54MS3AMyKHEQvv+bmikwIIWqcUM9GrOn7PFsHvEwP32BKFSPr447TPWYu7xzZxo1C63qNZN+sC35v7MXG0Z2i34+S+GEfSnPSzXJuRyc7Rj3fCY2tDbHn0/lu90WznFeYThKlStjYOaCyebBvUUp+NhP/81XZBrcjm0eYOTohhKiZQj0bsbbv82wd8BLdfIIoMRr4PPYQXaLn8PGp78g1YwF0ddM16Yj/mz+gdm6IPuFXEv/Vi5LMJLOc28/flSeHtQNg7544zpyWbU6qQ41PlJYuXcrIkSMr7ZOZmcnUqVMJCwsjPDyc9957j8LCwoe+tkrr8EDHlRoNvPyfddwoyqOVmzfvdx4ie7cJIeqcUM/GfNVvLOv7jaV9Az8KSouZ98teukTPYfm5/RSVWkftjZ1fG/zf3ofGzZ/ilN9IfL8nJdevmuXcoWF+ZducbFj3C6kpuWY5r7h/NTpRWrt2LfPmzbtnv0mTJhEfH88XX3zB/Pnz2bdvHzNmzHjo69vY6h7ouMVnfuJYejxOtnYs6zUCe432oWMRQojaKsoniB0DJ7K017M0dfEgU1/Ae0e/oXvMx2yIO47BaKzuEB+a1qsZ/m/vw9YjkJLrv5Pwrx4Up5rnddmAQS0JauZOsd7Aqs+PUVBQbJbzivtTIxOltLQ0JkyYwMcff0yTJk0q7Xvq1CmOHj3Khx9+SOvWrencuTMzZ85k69atpKU93BoUKq29ycecuZHE3FPfATArcjBNnB+uGFwIIayBSqViQJO27B0ymY+6Pom3gwvJ+dlMPRBN363z2ZdU+2twbBs0xv/tfWh9WlJ6M5GE93uiTzjz0Oe9tc1JKPXr25Nxo4CvpLjbojTVHcDdnDt3DltbW7Zt28Znn31GUlLF73uPHz+Oh4cHTZs2LWsLDw9HpVJx4sQJ+vfvf9fjHnnkkQrPmZiYiEplw9935aI9UnG//6YAqfnZ2BoNuGi0LF5zjMX3fbQQQtQdToCquIjs4kKuKQpj+RJ7jS2udg7Y2qirO7yHY2xAaXYzlNJi+OkJNC7eqMzwZsFgMJKTXcR3P8KKlbbYO9iaIVjrkpKSglpt3n8/NTJR6t27N717976vvmlpaXh7e5dr02q1uLq6kpLy4IVvimJEW9+0qfwqwLueywNfU9zp9hj+9xiL6iHjUXPU9rFQAU5aHU7aBytxqEnuGAsbNZr6vma/jlptQ323B6udrSsMBgNGM7/KrZGJkikKCwvRau/M1O3s7NDr9RUet3fv3go/u/20qbI+wjJkLGoWGY+aQ8ai5pCxqDkqe1v0oGpkjZIpdDodxcV3Frbp9XocHCTzFkIIIcSDq/WJkpeXF+np5Rf4Ki4uJisrC09Pz2qKSgghhBDWoNYnSmFhYaSmphIfH1/WdvToUQBCQ0OrKywhhBBCWIFalygZDAauX79OUdGtlV3bt29Px44dmTJlCqdPn+bIkSO88847DBkyhIYNG1ZztEIIIYSozWpdopSSkkJUVBQ7d+4Ebq3NsXDhQvz8/Bg9ejSTJ0+me/fuZllwUgghhBB1W42f9fbBBx+U+28/Pz8uXLhQrs3d3Z0FCxZYMiwhhBBC1AEqRVFkeU8hhBBCiLuoda/ehBBCCCEsRRIlIYQQQogKSKIkhBBCCFEBSZSEEEIIISogiZIQQgghRAXqZKJkNBpZsGAB3bp1o0OHDowbN46EhIQK+2dmZjJ16lTCwsIIDw/nvffeo7Cw0IIRWy9TxyIuLo4XX3yRiIgIOnfuzKRJk0hOTrZgxNbL1LH4s23bttG8eXMSExOrOMq6w9TxKCkpYe7cuWX9R4wYQWxsrAUjtl6mjkVGRgZTp04lMjKSiIgIpkyZQlpamgUjrhuWLl3KyJEjK+1jjvt3nUyUFi1axLp165g1axbr16/HaDQyduzYu26uCzBp0iTi4+P54osvmD9/Pvv27ZMFLc3ElLHIzMxkzJgx6HQ6Vq9ezfLly7l58yZjx45Fr9dXQ/TWxdSfi9uSkpKYOXOmhaKsO0wdjxkzZhATE8P777/P5s2bcXNzY9y4ceTm5lo4cutj6lhMnjyZ5ORkVq5cycqVK0lOTmbixIkWjtq6rV27lnnz5t2zn1nu30odo9frlZCQEGXt2rVlbdnZ2Uq7du2U7du339H/5MmTSnBwsHLp0qWytv379yvNmzdXUlNTLRKztTJ1LDZu3KiEhIQohYWFZW3JyclKcHCwcujQIYvEbK1MHYvbDAaD8swzzyijRo1SgoODlYSEBEuEa/VMHY9r164pzZs3V3788cdy/Xv16iU/Gw/J1LHIzs5WgoODlb1795a1ff/990pwcLCSmZlpiZCtWmpqqjJ+/HilQ4cOyqOPPqqMGDGiwr7mun/XuSdKv/32G/n5+XTu3LmszdnZmVatWnHs2LE7+h8/fhwPDw+aNm1a1hYeHo5KpeLEiRMWidlamToWnTt3ZtGiReh0urI2G5tb/4RzcnKqPmArZupY3LZkyRJKSkoYP368JcKsM0wdj4MHD+Lk5ET37t3L9f/hhx/KnUOYztSx0Ol01KtXjy1btpCXl0deXh5bt24lICAAZ2dnS4Zulc6dO4etrS3btm2jffv2lfY11/27xm9hYm6pqakAeHt7l2v39PQs++zP0tLS7uir1WpxdXUlJSWl6gKtA0wdCz8/P/z8/Mq1LVu2DJ1OR1hYWNUFWgeYOhYAp0+f5vPPPyc6OlrqL8zM1PG4cuUK/v7+7Nmzh2XLlpGWlkarVq148803y90khOlMHQutVssHH3zAO++8Q6dOnVCpVHh6erJmzZqyP+zEg+vduze9e/e+r77mun/XuVG7XcSl1WrLtdvZ2d21zqWwsPCOvpX1F/fP1LH4b6tXr2bNmjVMmzYNNze3KomxrjB1LAoKCpg2bRrTpk2jSZMmlgixTjF1PPLy8oiPj2fRokW89tprLF68GI1Gw/Dhw8nIyLBIzNbK1LFQFIXY2FhCQkJYu3Ytq1atwsfHh5dffpm8vDyLxCxuMdf9u84lSrdf2/x3EZ5er8fe3v6u/e9WsKfX63FwcKiaIOsIU8fiNkVRmDdvHrNnz+all16656wHcW+mjsXs2bMJCAjg6aeftkh8dY2p46HRaMjLy+OTTz4hKiqKdu3a8cknnwDw9ddfV33AVszUsdi1axdr1qzho48+IjQ0lPDwcJYsWUJSUhLR0dEWiVncYq77d51LlG4/hktPTy/Xnp6eTsOGDe/o7+XldUff4uJisrKy8PT0rLpA6wBTxwJuTYGePn06S5Ys4a233mLy5MlVHWadYOpYbN68mUOHDhESEkJISAjjxo0DYODAgSxZsqTqA7ZyD/J7SqPRlHvNptPp8Pf3lyUbHpKpY3H8+HECAgJwdHQsa3NxcSEgIID4+PiqDVaUY677d51LlFq0aIGjoyM///xzWVtOTg7nz5+/a51LWFgYqamp5f6BHz16FIDQ0NCqD9iKmToWAK+//jrffvstc+fO5bnnnrNQpNbP1LHYs2cPO3bsYMuWLWzZsoXZs2cDt2rG5CnTw3uQ31OlpaWcOXOmrK2oqIiEhAQaN25skZitlalj4eXlRXx8fLlXOwUFBSQmJspragsz1/27zhVza7VaRowYwccff4ybmxu+vr589NFHeHl50bdvXwwGAzdv3sTJyQmdTkf79u3p2LEjU6ZMYcaMGRQUFPDOO+8wZMiQCp96iPtj6ljExMSwc+dOXn/9dcLDw7l+/XrZuW73EQ/G1LH475vv7aJWHx8fXF1dq+ErsC6mjkenTp3o0qULb7zxBjNnzsTV1ZUFCxagVqsZPHhwdX85tZqpYzFkyBBWrFjB5MmT+fvf/w7AvHnzsLOzY+jQodX81Vi3Krt/P8RyBrVWaWmpMmfOHCUyMlLp0KGDMm7cuLL1XxISEpTg4GBl8+bNZf1v3LihvPrqq0qHDh2UiIgI5d1331WKioqqK3yrYspYjBkzRgkODr7r//48XuLBmPpz8WdHjhyRdZTMzNTxyM3NVd59910lIiJCad++vTJmzBglLi6uusK3KqaOxaVLl5Tx48cr4eHhSmRkpPLKK6/Iz0YVeOONN8qto1RV92+VoihK1eV3QgghhBC1V52rURJCCCGEuF+SKAkhhBBCVEASJSGEEEKICkiiJIQQQghRAUmUhBBCCCEqIImSEEIIIUQFJFESQgghhKiAJEpCCCGEEBWQREkIIYQQogKSKAkhxB9iYmLKbX4qhBCyhYkQos7bvn07arWaoqIifHx8iIuLIygoiM6dO1d3aEKIaiaJkhCizjMYDKxZs4aYmBh0Oh3PPPMMQ4YMqe6whBA1gLx6E0IIQKVSlf2/Wq2u5miEEDWFPFESQtR527dvx8bGBr1ej4+PDxcvXqRZs2by6k0IIYmSEELcFhMTg6+vLxEREdUdihCihpBESQhh1Y4cOcKcOXP4/fffAejZsyezZs3CycmpmiMTQtQGUqMkhLBamzZtYsyYMQQGBjJ9+nR69OjBrl27eP/996s7NCFELSFPlIQQVuny5csMGjSIN998k5EjR5a1jxgxgtOnT3Py5Ek0Gk01RiiEqA3kiZIQwiotXLiQ5s2bM2LEiHLtnTp1Qq/Xk52dXU2RCSFqE0mUhBBWp7S0lH379tGvX7+yaf+3FRYWolKpcHR0rKbohBC1iSRKQgirc/78efLz82nRosUdn8XGxtKiRQvs7OyqITIhRG0jiZIQwurExsYC4ODgUK49PT2dkydP0qdPn+oISwhRC0miJISwOhcuXADg6NGjZW2lpaXMmDEDR0dHnn766eoKTQhRy8iUDyGE1bl48SJBQUEsWbKEwsJCPDw82LlzJ2fOnGHBggU0aNAAuDUzbtasWZw/fx5FURg8eDD/8z//U83RCyFqEkmUhBBW5+LFiwwfPhwfHx8WLVpERkYGrVu3ZsWKFeW2JZk+fTpjx47lscceIz8/n6tXr1Zf0EKIGkkSJSGEVUlJSSE7O5ugoCAGDhzIX//61wr7Xrt2jZKSEoxGI46OjrRp08aCkQohagOpURJCWJWLFy8CEBQUdM++c+fOZf369XTv3p05c+ZQWlpa1eEJIWoZeaIkhLAqFy5cQK1WExgYeM++PXr0oEePHiQlJTFixAi6dOlCVFSUBaIUQtQW8kRJCGFVLly4gL+/P1qtttJ+u3fvJiEhAYCcnBxKSkruK7kSQtQtstebEKJOmj17Nrt27aKgoAB/f39ee+01evbsWd1hCSFqGEmUhBBCCCEqIK/ehBBCCCEqIImSEEIIIUQFJFESQgghhKiAJEpCCCGEEBWQREkIIYQQogKSKAkhhBBCVEASJSGEEEKICkiiJIQQQghRAUmUhBBCCCEqIImSEEIIIUQFJFESQgghhKjA/wdbMou5ftBYOgAAAABJRU5ErkJggg==", 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", 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", 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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -315,7 +323,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 11, "id": "19456823-3b5a-4e2d-8ddf-46f6fb13edd4", "metadata": {}, "outputs": [], @@ -333,7 +341,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 12, "id": "3b105a00-2c89-4703-abb4-f38e8be7d818", "metadata": {}, "outputs": [], @@ -343,18 +351,20 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 13, "id": "4b468940-c7ec-439a-9c90-623c406214f3", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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", 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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -417,15 +429,15 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 15, "id": "aa55d6f2-11b3-472a-8e74-1cab14481306", "metadata": {}, "outputs": [], "source": [ "def sample_association(inputs, npoints):\n", " \"\"\"Inputs: List[(lr, la, eps_k_ab)]\"\"\"\n", - " to_reduced_density = MOL / METER**3 * NAV * ANGSTROM**3\n", - " to_reduced_pressure = PASCAL * ANGSTROM**3 / KB / KELVIN\n", + " to_reduced_density = si.MOL / si.METER**3 * si.NAV * si.ANGSTROM**3\n", + " to_reduced_pressure = si.PASCAL * si.ANGSTROM**3 / si.KB / si.KELVIN\n", " \n", " result = {}\n", " for (lr, la, eps_k_ab) in inputs:\n", @@ -443,7 +455,7 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": 16, "id": "af1c8e61-5a36-4747-9963-8e550934bca0", "metadata": {}, "outputs": [], @@ -456,7 +468,7 @@ }, { "cell_type": "code", - "execution_count": 66, + "execution_count": 17, "id": "cac78d6c-9981-40cb-98e6-4f82ef01b59c", "metadata": {}, "outputs": [], @@ -466,18 +478,20 @@ }, { "cell_type": "code", - "execution_count": 67, + "execution_count": 18, "id": "ada2deed-eb86-45ea-b32c-158343f65906", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -507,7 +521,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 19, "id": "2a708b74-70bf-45fe-91bc-0c395f3f4506", "metadata": {}, "outputs": [], @@ -523,14 +537,14 @@ " try:\n", " cp.is_stable()\n", " except:\n", - " cp = State.critical_point(eos, initial_temperature=600*KELVIN)\n", + " cp = State.critical_point(eos, initial_temperature=600*si.KELVIN)\n", " cp.is_stable()\n", - " tc = row.tc * KELVIN\n", - " pc = row.pc * MEGA * PASCAL\n", - " rhoc = row.rhoc * KILOGRAM / METER**3\n", - " tce = row.tc_exp * KELVIN\n", - " pce = row.pc_exp * MEGA * PASCAL\n", - " rhoce = row.rhoc_exp * KILOGRAM / METER**3\n", + " tc = row.tc * si.KELVIN\n", + " pc = row.pc * si.MEGA * si.PASCAL\n", + " rhoc = row.rhoc * si.KILOGRAM / si.METER**3\n", + " tce = row.tc_exp * si.KELVIN\n", + " pce = row.pc_exp * si.MEGA * si.PASCAL\n", + " rhoce = row.rhoc_exp * si.KILOGRAM / si.METER**3\n", " result.append(\n", " {\n", " \"substance\": row.substance,\n", @@ -546,7 +560,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 20, "id": "56134983-54f3-4cea-b48b-85f0cd257d92", "metadata": {}, "outputs": [ @@ -822,7 +836,7 @@ "25 0.083596 " ] }, - "execution_count": 40, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } @@ -841,7 +855,7 @@ }, { "cell_type": "code", - "execution_count": 73, + "execution_count": 21, "id": "e96a4fd1-4238-423b-b8ed-86ce4e5b726d", "metadata": {}, "outputs": [ @@ -854,10 +868,10 @@ "|decane|142.172|2.9976|18.885|6|4.589|400.79|0|0|0|0|0|" ], "text/plain": [ - "" + "" ] }, - "execution_count": 73, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } @@ -871,7 +885,7 @@ }, { "cell_type": "code", - "execution_count": 76, + "execution_count": 22, "id": "c2ccaba3-88ec-4c83-990c-170fe1951e5c", "metadata": {}, "outputs": [], @@ -881,27 +895,29 @@ }, { "cell_type": "code", - "execution_count": 97, + "execution_count": 23, "id": "d8ac99d0-e4ce-4775-8067-025b72032806", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], "source": [ - "for i, t in enumerate([444.15*KELVIN, 511.15*KELVIN]):\n", + "for i, t in enumerate([444.15*si.KELVIN, 511.15*si.KELVIN]):\n", " color = colors[i]\n", " dia = PhaseDiagram.binary_vle(eos, t, npoints=50)\n", " df = pd.DataFrame(dia.to_dict(Contributions.Residual))\n", - " df.pressure = df.pressure * (PASCAL / MEGA / PASCAL)\n", + " df.pressure = df.pressure * (si.PASCAL / si.MEGA / si.PASCAL)\n", " sns.lineplot(data=df, x=\"x0\", y=\"pressure\", sort=False, color=color)\n", " sns.lineplot(data=df, x=\"y0\", y=\"pressure\", sort=False, color=color, label=f\"T={t}\")\n", "\n", @@ -916,7 +932,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -930,7 +946,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.5" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/examples/saftvrqmie/deuterium_32K.table b/examples/saftvrqmie/deuterium_32K.table index 3a7790a85..c5bfa796e 100644 --- a/examples/saftvrqmie/deuterium_32K.table +++ b/examples/saftvrqmie/deuterium_32K.table @@ -3,324 +3,324 @@ FH1_deuterium N 5000 -1 0.10000000 2992268387138745344.00000000 388821963225074761728.00000000 +1 0.10000000 2992268387138745856.00000000 388821963225074827264.00000000 2 0.10238048 2204134613096212480.00000000 279744747075187605504.00000000 3 0.10476095 1635046766926236416.00000000 202797325462083895296.00000000 4 0.10714143 1221067095675391488.00000000 148082546204575629312.00000000 5 0.10952190 917778752412293120.00000000 108880189793970733056.00000000 -6 0.11190238 694073872985799808.00000000 80587576192366854144.00000000 -7 0.11428286 527995593645931072.00000000 60026163169319436288.00000000 -8 0.11666333 403930296894495232.00000000 44983460346953818112.00000000 -9 0.11904381 310695597428795648.00000000 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+307 0.82842569 4121322.35303349 63082953.77854161 +308 0.83080616 3974073.58822873 60647935.17350556 +309 0.83318664 3832500.47091200 58313696.55280981 +310 0.83556711 3696368.43453495 56075788.92151216 311 0.83794759 3565453.25294113 53929971.83741910 312 0.84032807 3439540.55632903 51872203.07056706 313 0.84270854 3318425.37118128 49898628.80315317 314 0.84508902 3201911.68290893 48005574.34022976 315 0.84746949 3089812.02002877 46189535.30318750 -316 0.84984997 2981947.05875596 44447169.27965558 +316 0.84984997 2981947.05875597 44447169.27965558 317 0.85223045 2878145.24695547 42775287.90495914 -318 0.85461092 2778242.44645311 41170849.35169368 +318 0.85461092 2778242.44645311 41170849.35169367 319 0.85699140 2682081.59276130 39630951.20530809 320 0.85937187 2589512.37132570 38152823.70484629 321 0.86175235 2500390.90944698 36733823.32917544 @@ -331,12 +331,12 @@ N 5000 326 0.87365473 2101879.59565529 30441300.33203856 327 0.87603521 2030748.88475385 29327888.87915473 328 0.87841568 1962216.25909798 28258160.30205131 -329 0.88079616 1896179.92576850 27230285.89164565 +329 0.88079616 1896179.92576850 27230285.89164566 330 0.88317664 1832542.34747768 26242518.25736331 331 0.88555711 1771210.05358490 25293187.50120844 332 0.88793759 1712093.45999191 24380697.58163141 333 0.89031806 1655106.69747785 23503522.85729546 -334 0.89269854 1600167.44805689 22660204.80138662 +334 0.89269854 1600167.44805689 22660204.80138663 335 0.89507902 1547196.78896322 21849348.87762053 336 0.89745949 1496119.04388859 21069621.56958127 337 0.89983997 1446861.64111670 20319747.55548035 @@ -344,7 +344,7 @@ N 5000 339 0.90460092 1353532.29298145 18904733.10210929 340 0.90698140 1309329.54029004 18237309.45424947 341 0.90936187 1266685.27463524 17595167.93639064 -342 0.91174235 1225540.53801389 16977286.40911818 +342 0.91174235 1225540.53801389 16977286.40911819 343 0.91412282 1185838.75293826 16382686.63797490 344 0.91650330 1147525.62031616 15810432.29771264 345 0.91888378 1110549.02196715 15259627.07221515 @@ -358,19 +358,19 @@ N 5000 353 0.93792759 857247.00702826 11529641.97908685 354 0.94030806 830270.83157197 11137315.01236008 355 0.94268854 804211.41428260 10759315.95527196 -356 0.94506901 779035.31749352 10395086.19284662 +356 0.94506901 779035.31749352 10395086.19284663 357 0.94744949 754710.40555405 10044090.25467056 358 0.94982997 731205.79095195 9705814.79989731 359 0.95221044 708491.78279581 9379767.64920310 360 0.95459092 686539.83754826 9065476.86140942 361 0.95697139 665322.51190620 8762489.85260545 362 0.95935187 644813.41772945 8470372.55571329 -363 0.96173235 624987.17892381 8188708.61854333 +363 0.96173235 624987.17892381 8188708.61854332 364 0.96411282 605819.39018917 7917098.63848628 365 0.96649330 587286.57754761 7655159.43208158 366 0.96887377 569366.16057037 7402523.33779076 367 0.97125425 552036.41622663 7158837.55038847 -368 0.97363473 535276.44428069 6923763.48546333 +368 0.97363473 535276.44428069 6923763.48546334 369 0.97601520 519066.13416739 6696976.17259610 370 0.97839568 503386.13327945 6478163.67585423 371 0.98077616 488217.81660293 6267026.54030976 @@ -378,8 +378,8 @@ N 5000 373 0.98553711 459345.20056549 5866639.78962253 374 0.98791758 445607.03354957 5676849.02847528 375 0.99029806 432312.76321559 5493650.39288422 -376 0.99267854 419446.99016181 5316799.35881655 -377 0.99505901 406994.88551233 5146061.04410405 +376 0.99267854 419446.99016181 5316799.35881656 +377 0.99505901 406994.88551233 5146061.04410406 378 0.99743949 394942.16844759 4981209.80590882 379 0.99981996 383275.08467177 4822028.85591965 380 1.00220044 371980.38577598 4668309.89245741 @@ -402,7 +402,7 @@ N 5000 397 1.04266853 226196.78425654 2723645.72820461 398 1.04504901 219812.75975306 2640470.66160064 399 1.04742949 213623.46496420 2560023.80171622 -400 1.04980996 207622.51997158 2482209.54462664 +400 1.04980996 207622.51997158 2482209.54462665 401 1.05219044 201803.76817076 2406935.84905403 402 1.05457091 196161.26795905 2334114.09575825 403 1.05695139 190689.28475091 2263658.95278464 @@ -456,7 +456,7 @@ N 5000 451 1.17121424 52756.07947675 562540.71390620 452 1.17359472 51435.20074180 547294.62091120 453 1.17597520 50150.08354300 532492.66857773 -454 1.17835567 48899.68717155 518121.02367731 +454 1.17835567 48899.68717155 518121.02367730 455 1.18073615 47683.00329933 504166.31147934 456 1.18311662 46499.05490678 490615.59964533 457 1.18549710 45346.89524834 477456.38272040 diff --git a/examples/saftvrqmie/deuterium_helium_binary.ipynb b/examples/saftvrqmie/deuterium_helium_binary.ipynb index ec7b2bee1..4dfc0717f 100644 --- a/examples/saftvrqmie/deuterium_helium_binary.ipynb +++ b/examples/saftvrqmie/deuterium_helium_binary.ipynb @@ -17,10 +17,10 @@ "outputs": [], "source": [ "from feos import *\n", - "from feos.si import *\n", "from feos.dft import *\n", "from feos.saftvrqmie import *\n", "import matplotlib.pyplot as plt\n", + "import si_units as si\n", "import numpy as np\n", "import pandas as pd\n", "import seaborn as sns\n", @@ -64,13 +64,13 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "9dd67350-beaa-44d9-bf0f-aaa08ccc88e3", "metadata": {}, "outputs": [], "source": [ "tc_deuterium = 38.34\n", - "cp = State.critical_point(eos, np.array([0.5, 0.5]) * MOL, initial_temperature=35*KELVIN)" + "cp = State.critical_point(eos, np.array([0.5, 0.5]) * si.MOL, initial_temperature=35*si.KELVIN)" ] }, { @@ -91,8 +91,8 @@ "def density_error(x_he, T, eos, rho_he_spec):\n", " \"\"\"Evaluate relative error in partial density for helium\"\"\"\n", " x = np.array([x_he[0]/1000, 1-x_he[0]/1000])\n", - " vle_guess = PhaseEquilibrium.bubble_point(eos, T * KELVIN, x)\n", - " rho_he = vle_guess.vapor.partial_density[0] / MOL * METER**3\n", + " vle_guess = PhaseEquilibrium.bubble_point(eos, T * si.KELVIN, x)\n", + " rho_he = vle_guess.vapor.partial_density[0] / si.MOL * si.METER**3\n", " error = (rho_he_spec - rho_he)/rho_he_spec\n", " return error\n", "\n", @@ -112,7 +112,7 @@ " for i in range(len(complist[fluid][\"sigma\"])):\n", " sigma[:] += complist[fluid][\"sigma\"][i] * \\\n", " (1-tr[:])**complist[fluid][\"n\"][i]\n", - " return sigma * NEWTON / METER / (MILLI * NEWTON/ METER)" + " return sigma * si.NEWTON / si.METER / (si.MILLI * si.NEWTON/ si.METER)" ] }, { @@ -143,7 +143,7 @@ "id": "28113b38-663f-4c56-95d8-25bb78cde0e1", "metadata": {}, "source": [ - "# Polynomial $x_\\rm{He}(\\rho_\\rm{He}) \\times 1000$ along Pxy curve" + "# Polynomial $x_{\\rm{He}}(\\rho_{\\rm{He}}) \\times 1000$ along Pxy curve" ] }, { @@ -180,7 +180,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 6/6 [00:06<00:00, 1.14s/it]\n" + "100%|██████████| 6/6 [00:04<00:00, 1.20it/s]\n" ] } ], @@ -215,7 +215,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 6/6 [00:12<00:00, 2.03s/it]\n" + "100%|██████████| 6/6 [00:08<00:00, 1.41s/it]\n" ] } ], @@ -226,7 +226,7 @@ " T_states = []\n", " for x in xa:\n", " x_sol = np.array([x, 1-x])\n", - " state = PhaseEquilibrium.bubble_point(eos, T * KELVIN, x_sol)\n", + " state = PhaseEquilibrium.bubble_point(eos, T * si.KELVIN, x_sol)\n", " T_states.append(state)\n", " states.append(T_states)" ] @@ -249,7 +249,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 6/6 [03:21<00:00, 33.63s/it]\n" + "100%|██████████| 6/6 [01:49<00:00, 18.26s/it]\n" ] } ], @@ -258,7 +258,7 @@ "for T_states in tqdm.tqdm(states):\n", " gamma_T = []\n", " for state in T_states:\n", - " gamma_T.append(PlanarInterface.from_tanh(state, 1024, 200 * ANGSTROM, cp.temperature).solve().surface_tension / (MILLI * NEWTON / METER))\n", + " gamma_T.append(PlanarInterface.from_tanh(state, 1024, 200 * si.ANGSTROM, cp.temperature).solve().surface_tension / (si.MILLI * si.NEWTON / si.METER))\n", " gamma.append(gamma_T)" ] }, @@ -270,12 +270,14 @@ "outputs": [ { "data": { - "image/png": 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\n", 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U6DfffLOelJSk79y5s9X7uyIlJUVPSEgo1p287/vi9JkVTdNqgY+A75jN5j5tPLcBuAT4ZF5RSVUJN797MyVVJR6/dmRkJPfccw+PP/4499xzj0yZCUIvZfLkyQQEBNjti4+PZ/To0S2mo2JiYlq19XDG+vXrqa2t5dZbb7XuMxgMfP/73+fSpUukp6e7fa3c3FzuuOMOysvLeeONNzCbze0ak9CStjwPFn7/+9+TmprK1KlT3b7Pnj17KC4utnseAG677TbKy8vZunWr29cqKyvjrrvu4vTp07zyyivMnDnT7XPbg0+Lokb6AAYgrC0nmc1mEzAElZ/kU5SUlLBo2SI+1D7k8bcfp7S0tKuHJAhCL0HXdQoKCjxaD/HEiROEhoYyfPhwu/1JSUkAHD9+3K3r5OXlcfvtt1NSUsLrr7/OmDFjPDZGwTGunoctW7awc+dOfvGLX7Tpmpbf9/jx4+32JyYmYjQa3X4eysvLueuuuzh58iQvvfQSs2fPbtM42oPP5BSZzeYoTdPym+3ri0qcztA0La9x31AgWNO0k67OBX4BBAFfenfkbSc9PZ29NXsB+NP2P/GXn/6F1NRUbrzxRm688UaGDh3axSMUBKG2vpZLpZe6ehjEhcVh8jN57Hoff/wxubm5PPzwwx67Zn5+PgMGDGixPyoqClBixx3uvfderly5wt///ncSExM9Nj5PUF9f7xMfYMPCwtod0XOEs+ehtraW3/3ud/zwhz9k6NChZGdnu33N/Px8AgICWsxSWPa5+zz88pe/JC8vj5deeol58+a5ff+O4DOiCHjPbDZXATuBHFSU505UwvX3bPq9BVyFih5ZuGA2m98FjqISslOB/wC2A//n/aG7x8K3FrLhnHIX8B/uTx11MARq/quGL/mSL/d8yYMPPsikSZP41re+xbe+9S0mT54sRVwFoZOpra9l7MtjOVPU9SueRkaO5MRPT3hEGJ05c4ZVq1aRkpLCt7/9bQ+MTlFVVdViWgYgMFAt/q2udrpOxg5LxMKRwOpK6uvrefnllykqKurqoRAZGclPf/pTjwgjV8/DW2+9RUlJCQ888ECbr1tVVYXJ5Ph5DQwMbNPzEBQU1Kn+er40ffY2EAwsA/4H+AlwGEjVNO2frZz7D2AGauXaamAC8DSwSNO0Oq+NuI38eu6vCTapJfN1NA6rUZb6NfgRdkjNEB46dIhVq1YxZcoUBg8ezP33389nn33msq6ZIAiCK/Lz87nvvvsIDw/nhRdewGj03L//oKAgampqWuy3vPlZxFFrPPvssxQWFnLXXXf5hADpybh6HgoKCnjllVf42c9+Rt++fdt8bWfPA6hnwt3nYdWqVRiNRu6++24yMjLaPI724DORIk3TXgded6PffAf77vHGmDxN6vBU3rvlPZauXUpVXZPACfIPYu3StSx5fAk7d+7k3//+Nx999BGnTp0iKyuLv/zlL/zlL38hODiYxYsXc+ONN3L99dczcODALnw1gtBzMfmZOPHTEz1m+qy0tJR77rmH0tJS3nnnHeu0lqeIiopy6BuTn6+yGtz9XzVz5kz++Mc/8tBDD3HvvffyxhtvEBIS4tGxtgc/Pz9++tOf9pjps9aehz//+c+EhYUxZ84cMjMzASWUAC5fvkxmZiZxcXFOZzGioqKora2luLjYbgqtpqaG4uJit58Hs9nMn//8Z3784x9z5513euXZbY7PiKLeQnFVMf5Gf4wGI4F+gVTXV+Nv9Ff7/f2ZN28e8+bN49lnn0XTND7++GP+/e9/s2PHDioqKvjXv/7Fv/71LwwGAzNnzuRb3/oWN954I2PHjpVpNkHwICY/E/ER8V09jA5TXV3N/fffz/nz53njjTcYMWKEx+8xduxY1q5dy7lz5+ySrQ8fPmw97i6LFi3iqaee4rHHHuPBBx/kL3/5i8Opuc7Gz8+vR6zkded5yMrKIjs7m0WLFrU49sQTTwAqN9ZZxMfy+z569Chz5syx7j969CgNDQ1teh4mT57Miy++yE9+8hPuuusu3n777XZFr9zFl6bPegV/S/sbFTUVTBw0kY++9xETB02koqaC1w+2DJKZzWZ+8YtfsHXrVnJzc3nzzTf5j//4D0JDQ9F1nZ07d/Loo4+SmJjI6NGjefjhh9mwYYPTsGVnUFRUxGuvvcbTTz/Na6+9JiFwQehC6uvreeihhzh06BAvvPACkyZN6vA1S0tLOXPmjF3U5Oqrr8ZkMvF//9eUwqnrOu+++y6xsbFMnDixTfdYunQpK1asYOfOnaxcuZKGhoYOj1tw/3m47777ePnll+3az3/+c0Alw7/88svWnKHKykrOnDlDYWGh9fwZM2YQERFh9zyAMggNDg5uc9L0vHnzeOaZZ/jmm2+4//77vZpKIpGiTiY8KJxnFz3LQzMewmgwsmD4Ap7f/TzbLm5zed6AAQO4/fbbuf3226murmbz5s18/PHHfPzxx2RmZnLmzBmef/55nn/+ecLCwli0aBHXX3891113HYMGDfL669J1nSeeeKKFm/ayZctYuXIlq1atkkiWIHQyzzzzDBs3biQ1NZXi4mI++ugj67GQkBAWLlxo/X7fvn3s27cPUFMkpaWlvPLKKwAsWLDAujz+66+/5le/+hW///3v+c53vgOogtS33347r7/+OtXV1UyYMIH169ezf/9+1qxZ0678pXvvvZeioiJef/11fvOb34gjvwdw93lwJGLDwsKsx2yfm/T0dG6//XYefPBBfvaznwEqp2jZsmWsWrWKn//858yZM4f9+/fz8ccfs3LlynZFem644QZKSkpYtWoVy5Yt45VXXsHf3/MSRkRRJ/Ph9z60+97P6MeKWStYMWuF29cIDAxk8eLFLF68mJdeeolDhw7x8ccf8+mnn7Jv3z5KS0t5//33ef/99wGYOnUqN9xwA9dffz3JyckeTbC08MQTT7B69Wo7BV9eXg7A6tWrAXj66ac9fl9BEJxz8qRyLtm0aRObNm2yOxYXF2f35rZ7925eeukluz4vvKAqKEVHR7fqGbRy5UrCw8N57733+OCDDxg+fDh//OMfue6669o9/kceeYSSkhLee+89IiIiWL58ebuvJbTteegot912GyaTiddff50NGzYQExPDr3/9a26//fYOXbOoqIg//elPPProozz77LMe/7Bt0HXdoxfsSZjN5uKwsLBwbxWe8wY5OTl8/vnnfPLJJ3z11VeUlZXZHY+JieG6667jhhtuYOHChYSGhnb4nkVFRcTGxroMaQYFBZGdnd0j5uQFQRCE7smUKVMoLS0t0TQtwtFxySnqYURHR3PnnXfy/vvvc/nyZb7++mseeughRo0aBUB2djZ/+9vfuPnmm+nfvz+LFy/mxRdf5OzZs+2+57p161pdDeHn58fatWvbfQ9BEARB8DYiinowAQEBLFy4kDVr1nDq1Ck0TeOPf/wjCxYswN/fn5qaGr766it+/vOfM3LkSMaOHcsvfvELNm/eTG1trdv3ycnJabWCckVFBTk5OR19SYIgCILgNUQU9SISEhJYvnw5GzZsoKCggLVr13LHHXdYfR9OnjzJc889R2pqKlFRUfznf/4nb775Jrm5uS6vGx0dTXBwsMs+wcHBnepKKgiCIAhtRXKKXNAdc4raQ0NDA/v27ePTTz/lk08+4eDBgy36pKSkcO2113Lttdcyffp0u+kyySkSBEEQugOSUyS0itFoZPr06axatYq0tDQyMzN59dVXuemmm6yJ2AcOHOC3v/0ts2fPJioqiu9///u89dZb5OXlERkZycqVK51Gi4KDg1m5cqUIIkEQBMGnkUiRC3pLpMgVNTU1bN++nc8//5zPPvuM48ePt+gzZcoUlixZQmZmJu+++66dT1F9fb34FAmCIAg+QWuRIhFFLhBR1JILFy7wxRdf8Nlnn7FhwwarF5GFiIgIRo8ezZAhQ5g1axZ33XWXRIgEQRAEn0BEUQcQUeSa6upqtm/fzmeffcbnn3/OiRMn7I4bDAamTJlizUWaOnVqhwsZNqeoqIh169aRk5NDdHQ0t9xyC5GRkR69hyAIgtAzEFHUAUQUtY3z58/z+eef8/nnn7Nhw4YWy/QtvkiLFy9m0aJFHVqN5qysiEzXCYIgCM4QUdQBRBS1n6qqKrZt22YVSRZ7eVsmTpzIkiVLWLx4MbNnz25TJezHH3+c1atXO/RHCg4OZvny5VJWRBAEQbBDRFEHEFHkOc6dO8fnn3/OF198wcaNG1vkIoWEhJCammoVSRYHbkeIBYAgCILQHmRJvuATDB8+nJ/85Cd8/PHHFBYWsnHjRh555BEmTZoEqOKxn3zyCQ8++CCjR49m5MiR/PSnP+Xjjz+mtLTU7lpSVkQQBEHwBv5dPQChYxRVFrHu+DpyynKIDo3mlnG3ENnHtxONAwICSE1NJTU1lWeeeYacnBy++uorvvzyS7766isKCgo4e/Ysr7zyCq+88gomk4lZs2axePFilixZQnZ2tpQVEQRBEDyOTJ+5wJenz3Rd54lNT/DcrufwM/hRUVtBsCmYer2elTNXsiq1eyYaNzQ0cPDgQb744gu+/PJLdu3aRV1dnV2fsLAwKisrW+y3JSQkhDVr1nDPPfd4e8iC4LOkp6fzr3/9iz179pCVlUVERATJyck89NBDDBs2zNqvsrKSDz74gPXr13Pq1CnKy8uJj4/nu9/9Lt/97nfdXjW6du1aXn/9dTIzM4mNjeX222/ntttua/W8Dz74gF/96ld8+OGHjB071rq/qKiIO+64g4yMDF577TWmTJnS9h+CYMXd58FCTU0Nr732Gh9//DGXLl0iIiKCiRMn8rvf/Y7w8HCX92poaOBvf/sb77zzDvn5+cTHx/PAAw9w3XXXtTrOP/3pT7z00kvs27ePvn37WvdnZGTwgx/8gLq6Ot566y1GjhzZ5p9Ba9NnEinqpjyx6QlW715NVV1TXk15rcrTWb17NQBPL+h+icZGo5GUlBRSUlL49a9/zZUrV9i4caNVJJ0/f77FdJoj6uvrWbp0aSeMWBB8l7/+9a+kpaWxZMkSzGYz+fn5/OMf/+Cmm25i3bp11jeVjIwMnn76aWbOnMmPfvQjQkND2b59O7/5zW84cuQIv/vd71q917vvvsuTTz7JkiVLuPPOO9m/fz+rVq2iurqaH//4x20ee3FxMXfeeScXL17k1VdfFUHkAdx9HkAJorvvvhtN0/jud7/LsGHDKCoqIi0tjaqqqlZF0Zo1a3j11Vf5z//8T8aPH8+GDRt4+OGHMRqNLFmypM1jz8zM5Pbbb6empqbdgsgtdF2X5qQlJCQUp6Sk6L5GYUWhHvTbIJ3f4LQF/TZIL6os6uqhepSGhgZd0zT9xRdf1EeNGqUDDpvRaNQXLlyop6en6w0NDV09bEHoMg4cOKBXV1fb7Tt37pw+fvx4/ZFHHrHuu3z5sv7NN9+0OP/RRx/VExIS9IsXL7q8T2VlpT5t2jT9gQcesNu/YsUKPTk5Wb9y5YrL899//309ISFBP378uK7rul5SUqLffPPNelJSkr5z506X5wru4+7zoOu6/uc//1mfMmVKq797R+Tk5OiJiYn6b3/7W+u+hoYG/dZbb9VTU1P1+vp6l+e/+OKLekJCgl5SUqLruq5funRJT01N1adPn66fPHmyzeOxJSUlRU9ISCjWnbzvS6J1N2Td8XX4GVpJNDb4sfZYz0o0NhgMJCQk8LOf/YxvvvmGX/3qVwQEBGAymez6NTQ0sH79epKSkoiNjeWHP/whb731FtnZ2V4dX1FREa+99hpPP/00r732GkVFRV69nyC0xuTJk1tYXcTHxzN69GjOnDlj3devXz9Gjx7d4vxrrrkGgLNnz7q8z549eyguLubWW2+123/bbbdRXl7O1q1b3R5zWVkZd911F6dPn+aVV15h5syZbp8ruMbd56GhoYH//d//5bvf/S5DhgyhpqaG6upqt++zfv16amtr7Z4Hg8HA97//fS5dukR6errb18rNzeWOO+6gvLycN954A7PZ7Pa57UGmz7ohOWU5VNS2kmhcW0FOWc9NNDYYDPzud7/jF7/4hdXROjg4mPDwcHbu3MnXX39NZmYmOTk5vP3227z99tsAjB8/nmuuuYZrrrmGefPmERIS0uGx6E6MJJctWyZGkoLPoes6BQUFjBkzptW+BQUFAK26xFtqIo4fP95uf2JiIkajkePHj3P99de3er/y8nLuuusuTp48ycsvv8zs2bNbPUfoGI6eh1OnTpGfn8+wYcNYtmwZ69evp76+nokTJ/LEE0+0+D0358SJE4SGhjJ8+HC7/UlJSYB6Xiwrj12Rl5fHT3/6U0pKSvj73//u1jPbUUQUdQG5Zbl855/fIcAvgOtGXcf1CdczdsBYt984o0OjCTYFW3OIHBFsCiY6tP2O0d2FyMjIFsnUd999N7quo2kaX331FV9//TWbN2+mrKyMo0ePcvToUdasWUNAQACzZ8+2iqTk5OR2lSF54oknWL16tZ1vksWHafXqxvwuMZLsftTWwqVLXT0KiIuDZtHQjvDxxx+Tm5vLww8/7LJfTU0Nb775JkOHDm31TTA/P5+AgIAWvmCWfXl5eW6N7Ze//CV5eXm89NJLzJs3z61zOo2GWqjwgechOA6M3n0eLl68CMAf//hHhgwZwjPPPENlZSUvv/wyd9xxBx9//DFxcXFOr5mfn8+AAQNa7I+KigJw+3m49957uXLlCn//+99JTExsy8tqNyKKuoCLJRfZmbETgM3nN/PL9b9kWPgwrh99PdeNvo7U4akEm4Kdnn/LuFtY9sUyl/eo1+tZmth7E40NBgNjxoxhzJgxLFu2jNraWnbv3s3XX3/N119/zd69e6mpqWHTpk1s2rSJ//qv/6Jfv35cffXVLFq0iGuuucbhaozmFBUV8dxzzzk1kqyoqOC5555jxYoVYiTZnaithbFjwWZKocsYORJOnPCIMDpz5gyrVq0iJSWFb3/72y77Pv3005w5c4bXXnsNo9F1pkVVVVWLaWwLgYGBbk+9FBQUEBQU1KESQF6hoRY+GQtlPvA8hI6EG054RBg5ex4sH+oMBgNvvvmmNaKenJzMt771Ld58803+67/+y+l1q6qqHFYoCAwMBGjT8xAZGelQYHkLySnqAqbGTWXD7Ru4d/K9DO47GIALJRd4Zf8r3PDODfT/Q3+u+8d1vLT3Jc4WtZzLj+wTycqZK50Kp2BTMCtnriQiKMKbL6NbYTKZmDt3LqtWrWLXrl0UFBTw/vvvc//991tXMRQWFrJ27Vruuece4uPjSUhI4IEHHmDdunVcvnzZ4XXFSFLoLuTn53PfffcRHh7OCy+84FLo/PWvf+Wf//wny5cvZ+7cua1eOygoiJqaGofHqqurrW+GrbFq1SqMRiN33303GRkZbp0jtA9Xz0NQUBAAqampdikGCQkJjBkzhrS0NJfXdvY8WMSQu8/Ds88+S2FhIXfddVen5WhKpKiLWDB8AQuGL0DXdY7kHeGzU5/x2anP2Jmxk6q6Kj4//Tmfn/6cn33+M8YMGGOdZpszdA4BfgGsSl0F4NCnaPmM5dbjgmMiIyP5zne+w3e+8x1AJZJaokgbNmyguLiYU6dOcerUKf785z9jMBhITk7m6quv5uqrr2bu3LkEBweTk5MjRpI9EZNJRWd6yPRZaWkp99xzD6WlpbzzzjvWaQxHfPDBBzz33HPcdttt3HvvvW5dPyoqitraWoqLi+0iojU1NRQXFzNw4EC3rmM2m/nzn//Mj3/8Y+68885Wx9ppGE0qOtNDps9aex4s3zuK0PTv379VwRoVFYUjf7/8/HwAt5+HmTNn8sc//pGHHnqIe++9lzfeeMMjeaCuEFHUVZSUwI9+hOGNN0galETSoCQenfMoRZVFfHXmKz499Smfn/6cgooCThac5GTBSVbvXk1oQCjXjLiG60dfzwNTH2D5zOV2jtZLE5dKhKgdjBgxgvvuu4/77ruP+vp6Dhw4wPr169mwYQM7duygurqatLQ00tLSePbZZ60u2+Hh4QQGBrqswxYcHOx70wFC65hMEB/f1aPoMNXV1dx///2cP3+eN954gxEjRjjtu379eh577DEWLVrEY4895vY9LIaLR48eZc6cOdb9R48epaGhwc6QsTUmT57Miy++yE9+8hPuuusu3n77bTsDvy7DaILQ+K4eRYdx53kwm82YTCZyc3NbHMvNzaVfv34u7zF27FjWrl3LuXPn7JKtDx8+bD3uLosWLeKpp57iscce48EHH+Qvf/lLm4qHtxlna/Wledmn6K23dB10/X//12mXuvo6fXfGbv2JjU/oU16d4tCPKPnPyfqvN/xa33Fxh15XX+edsfZyKioq9K+//lp/9NFH9alTp+pGo9GpR5KjFhQUpBcVFXX1yxB6IXV1dfr999+vjxs3Tt+8ebPLvnv37tUnTJig//CHP2zhZWNLRUWFfvr0af3y5cvWfc58ilauXKlPmjTJ6jfjjOY+Rbqu6//+9791s9msf//739crKytdni+4R1ueh/vuu0+fPHmy3e85LS1NT0hI0J9//nnrvitXruinT5+286LKzs526lM0f/78NvsU6bqu/+Uvf9ETEhL0n/3sZ62e74rWfIokUtRVvP560/YHP3DYxc/ox/TB05k+eDpPpT5FTlkOX5z+gk9PfcpXZ77iSvUVDuYc5GDOQf7ftv9Hvz79WDRyEUtGLmHxqMVeX33WHeuutYc+ffqwcOFCFi5cCKjk6i1btlgjSSdPnnR6bkBAAHfffbckWQtdwjPPPMPGjRtJTU2luLiYjz76yHosJCTE+kxfunSJBx54AIPBwOLFi/n888/trjN58mSGDBkCqFIRt99+Ow8++CA/+9nPAJVDsmzZMlatWsXPf/5z5syZw/79+/n4449ZuXJluyI9N9xwAyUlJaxatYply5bxyiuv4O8vb1kdwd3nAWD58uV897vf5fvf/z7f+973qKio4M033yQmJoY77rjD2u/rr7/mV7/6Fb///e+t6QjR0dHcfvvtvP7661RXVzNhwgTWr1/P/v37WbNmTauJ+4649957KSoq4vXXX+c3v/kNq1Z5J0VEnrDOZOFC2LBBfW0J/+3YAZal+FdfDevXOz09OjSaH036ET+a9CNq62vZmbGTT099ymenPuNY/jEKKwt59+i7vHv0XQCSo5NZMmoJS0YtYebgmZj8PLOMU9cd111b9sWybl13zV0iIyO56aabuOmmmwBlP//ggw/yySef0NDQgK431ROsqanhpZde4rPPPrPmIy1YsMA38iSEHo9FsFtWWdoSFxdnfRPMzMy0ls9x9Gbz+9//3iqKnHHbbbdhMpl4/fXX2bBhAzExMfz617/m9ttvb/f4b7vtNoqKivjTn/7Eo48+yrPPPtuj/7d4G3efB1BJ1W+99RbPPvssL7zwAn5+fsyePZtHHnnErQ95K1euJDw8nPfee48PPviA4cOH88c//tGt2mfOeOSRRygpKeG9994jIiKC5cuXt/tazpCCsC7weEHYTZvghhvAUWJucDB8+inMn9+uS18ovsAXp7/gizNfsP7sespqyuyOhwWEsXDEQq4ddS2LRy1maPjQdt0H4PGNj7N692qHBpLBpmCWz1jeLeuudZSioiLWrl3LsWPHKCgooKSkhB07dlBcXNyi74QJE0hNTWXBggXMmzevVXM8QRAEoeO0VhBWRJELPC6KAD75BJYuBdvE3KAgWLtWCSYPUFNfw86MnUoknf6Cw7mHW/QZFzWOJSOXcO3oa5k7dC6B/u4tkSyqLCJ2daxdIdrmBPkHkb0iWxK+UYVpDx48yIYNG1i/fj3bt29vkZRtWdlmEUlz584lLCysi0YsCILQcxFR1AG8IorefhseeEBFiwIDobpaRYn+53+c5hZ1lKzSLL48/SVfnPmCr858RXFVsd3xYFMwqfGp1qm2Uf1GOb3Wawde4+EvH3bpph1iCmHN4jXck3KP0z69laqqKnbv3s2mTZvYuHEje/bsoba21q6Pn58fU6ZMYcGCBaSmpjJ79myCg52beTqjqKjIWgIlOjqaW265RSJSgiD0akQUdQCviKLUVNi6FSZOhP/+b3jkETh8GK66CjZu9Nx9nFDXUMfeS3utUaT9WfvRsX8GRvUbxZKRSiDNj59PSECTL8TTW57myc1PtjjHFgMGnpr/FI9f9bjXXkdPoby8nJ07d7Jx40Y2bdrE/v37qa+vt+tjMpmYMWMGqamppKamMmPGDKu5miN0J7XY6uvrpRabIAi9GhFFHcArouimm2DePHjoITAaob4enn8etm2DDz/03H3cJL88n6/OfMUXZ77gy9Nfkl+Rb3c8wC+AOUPnsGjEIhaNXMTerL2s+HKFRIq8xJUrV9i2bZs1EfLgwYM0/xsNCgpi1qxZVpE0bdo0uxILjz/+OKtXr3ZoKhkcHMzy5culFpsgCL0SEUUdwCuiyIdp0Bs4mH2QL05/weenP2dX5i4a9Aa7Pv379Ke4qph6vd7JVSSnyJNYlv9bRNKRI0da9AkJCWHOnDmkpqaSkpLCjTfe6NJMMigoiOzsbLEJEASh1yGiqAP0NlHUnOKqYjae28hXZ77iyzNfcr74fKvn9ObVZ51Bfn4+mzdvtuYkaZrW5muEhISwZs0a7rlHInmCIPQuWhNF4lMkOCUiKILvjP0O3xn7HXRd50zRGSWQTn/JF6e/oKahZcG/QSGD6BvYl/TcdCYMnOCx3JXeYhTZGlFRUSxdupSlS5cCkJWVZSeSzp5tWUC4OVKLTRAEwTESKXJBb48UuaK2vpavz3zNy/te5nDuYS6VtiyUGB0azTUjrmHxyMUsHLGQQaGD2nwfZ0aR9Xp9rzCKbCv//d//zZNPPmmtRu2MMWPGcOuttzJ//nymTZvmdtVqQRCE7oxMn3UAEUXuU1hZyIazG6xTbRlXWlZRnhQ9iUUjFnHNyGuYPWQ2fUx9Wr2uGEW2jaKiImJjY13mFDUnKCiIGTNmMH/+fK666qpWV7cJgiB0V0QUdQARRe1D13W+ufyNVSBtOr+phagJ8g9iztA5LBy+kIUjFjIpehJ+Rj+7PmIU2T5crT7r06cPS5YsITo6ms2bN3PixIkWfQICApgxYwZXXXUV8+fPZ8aMGe3ySRIEQfA1RBR1ABFFnqG6rppdmbusIulg9sEWPkf9+vRjwfAFXDPiGhaOWMiIyBFiFNlO2uJTlJeXx9atW9m8eTNbtmzh6NGjLa5nMpmYNm0aV111FfPmzWPWrFniuC0IQrdERFEHEFHkHQoqCth0bhPrz65n/bn1nC1qmRw8PGI4/fr040D2AZfXEqNI5zR3tF66dGmry/ALCgrYunUrW7ZsYfPmzaSnp7foYzQaSU5OZu7cucybN485c+ZIgVtBELoFIoo6gIiizuFs0Vk2nN3A+nPr2XB2A5crL7t9rkSKvEthYSHbtm1j8+bNbN26lUOHDtHQ0NCi39ixY5k3b55VKLVWUd0VUp5EEARvIaKoA4go6nwa9AYO5Rxi/dn1fH7qczZf2Oyyf4BfAFnLs+gf3L9zBtjLuXLlCjt37mTbtm1s3bqVvXv3UlPT0pph2LBhdiIpISGh1VWCUp5EEARvI6KoA4go6np+tf5XrNm9hup650vMI4IiWDB8AVcPv5oFwxdg7m/2ypuneCW1pKqqir1791pF0s6dOykrK2vRb+DAgcydO9cqkpKSkvDzs0+sl/IkgiB4GxFFHUBEUdfjyKcowC+AuoY6+gb2paiqqMU5sWGxLBi+gAXxC1gwfAHDIoZ5fAzileSYuro6Dh06ZBVJ27Zt4/LlltOhffv2Zfbs2dZo0siRIxk+fLiUJxEEwauIKOoAIop8h+ZRmqWJS4kIiuB88Xk2nN3A12e/ZtP5TeSV57U4d2TkSCWShi8gNT61zSaS4pXUfnRd58SJE1aRtHXrVjIzM1v08/f3p6GhwWG+kgUpTyIIQkcRUdQBfFIUFRXBunWQkwPR0XDLLSBJqIB6Az6Wf4yN5zay8dxGNp/fTEl1SYt+iVGJ1qm2q+KvculxJF5JnkXXdS5cuGAXSXK3fpvBYOCpp57i8cdlpaEgCO1DRFEH8ClRpOvwxBPw3HPg5wcVFRAcDPX1sHIlrFoFMoVjR31DPQdzDrLh7AY2nt/ItgvbqKyrtOtjNBiZHDOZBfELuHrE1cweMpuQgBDrcfFK8j65ubk8+eST/O1vf6Ours5pP4PBQEpKCnfccQezZ892mJfU1cjKOUHwbUQUdQCviaKaGnjySTCZYPFimD4d/Fupzfv447B6tRJDzQkOhuXLQZJQXVJdV83eS3vZeG4jG85tYHfmbmobau36mIwmZgyeYZ1u23huI6u2rGphNmmLeCV1nPaUJwkLC2PmzJnMnj2bOXPmMH36dEJCQlo/0QvIyjlB6B6IKOoAXhNFGzfC1Vc3fR8err5fskSJpKFD7fsXFUFsLLh6wwgKguxskCRUtymvKWdHxg7rdNuB7AM06PY5LSajiQa9gXq93ul1JFLkGVytPgsKCuKqq64iMjKSbdu2celSywLEfn5+JCcnM2fOHObMmcPs2bOJjo7ujKHLyjlB6CZ0G1FkNpunAL8GJgMDgRLgELBK07SdbpwfB6wBFgFGYCPwsKZp5zowJu+Iotpa+P3v4Z//hGPHWh4fM6ZJIF11Fbz9Njz8MJQ7n8IhJATWrAFJQm03xVXFbDm/RYmk8xs5mtey5IUjJKfIM7gbbdF1nYsXL7Jjxw62b9/O9u3bOXr0KI7+l40cOdIqkGbPns2YMWMwGo0eHbc7US5ZOScIvkF3EkX/CfwA2ANkAxHAbUAScK2maV+7ODcUSAPCgNVAHfAwoAOTNE1ruW7bvTF5P6coMxO+/FK1r7+G4mL744GBMHgwnDnj+joGAzz1lJpm8zS9NLk7tyyXzec384cdf+BgTst6bRZGRIzgnpR7mB8/n5SYFEx+pk4eac+iPeVJiouL2bVrF9u3b2fHjh3s2bPHoUiJiIhg5syZzJo1i5kzZzJt2rQO13F77bXXePjhhyl38aFFVs4Jgm/QbUSRI8xmczBwFtivadoNLvr9EngGSNE07WDjvjHAUeB3mqY90c77d26idV0d7NvXJJL27gUXS5Tt8EakSJK7gSafomd3PgtAdX01BgwORVJoQChzhs4hNT6V+fHzmRwzGX9jK/ligsepqakhLS3NLppUUFDQop/RaCQpKYlZs2ZZW3x8fJvyf55++mmefPJJh5EqC7JyThB8g24tigDMZvMRoETTtDku+uwF6jRNm9Vs/5fAME3TxrTz3l27+qywENavh48+gv/7P9d9AwIgKwv6e7DchSR329HcK2nO0DkcyjnEpvOb2Hx+M6cKT7U4JywgzE4kJccki0jqAnRd58yZM+zcudPanE25RUdHW6NJs2bNYvLkyQQFBTm9tkSKBKH70O1EkdlsDgMCgf7AHcCvUHlFTzrpbwQqgFc1TVvW7NjTqDylUE3THLyztzoW31mS//jjKmLjKtk6MlIlbC9aBNdcA/Hx7b+fJHe3mcwrmWw5v4XN5zez+cJmTheebtGnb2Bf5g6dy/z4+Vw17CoRSV1ISUkJe/bsYefOnezatYtdu3ZRWlraol9AQAApKSlWkTRz5kxiYmKsxyWnSBC6D91RFK0D/qPx2xrgdeAhTdMcFr8ym80DgHzgvzRN+32zYz8BXgZGaZrWIinHbDYXtzKc8LCwMHxCFDmaygoIUFNu4eEqqtScUaOUOLrmGkhNbZt4ee01Se7uIBklGWy5oETSpvObOFt0tkWf0IBQZg+ZzVXDrmLesHlMjZtKgF9AF4xWqK+v5/jx43bRpNOnWwpbgOHDh9tFk9atW8fzzz8vq88EwcdpTRT54kfUp4C/AIOBH6KiRibAWUXQPo1bR8ermvXpvhgMaqpq+XL7pOelS5XYOX++KVl7wwaVsH36tGr/8z9KSE2b1iSSpk9XPknOyMlxPG1mS0WF6ic4ZEj4EH6Q9AN+kPQDAC6WXGTL+S3W6bZzxecoqynjyzNf8uWZLwHo49+HGYNnWEXSjMEz6GNSj68UpPUufn5+TJgwgQkTJnDfffcBkJeXx+7du60iad++fVRVVXHu3DnOnTvH/zVOawcHBxMVFcWlS5fw8/OjpqbGunJu+fLlrFq1qitfmiAIbuJzkSJbzGazCdgPnNI07RYnfdodKXLj/l6bPispgR/9CN54QwV6PEp9PRw4oATS11/Dzp3KBsCWsDAVPbKIpIQE+6RpiRR5nYySDLZe2MqWC1vYemEr2uWW5S4C/AKYGjsVgH1Z+/A3+lNZWykFabuImpoaDh06ZBVJO3bsICsry2HfAQMGMH/+fObNm8fMmTNJSkoiIECigILQlXS76bPmmM3mVcBjQIimaZUOjnfLnKL//V+4/Xa1/cEPPH55e8rKYMuWJpF0/HjLPkOGKHG0aJHKS/Lz69ycol667N+WnLIctl3YZhVJR/KOtHpOH/8+rJi5QgrSdhG6rpORkcHOnTvZvXs3u3fvJi0tjdrmH0JQeUUpKSnMmDHD2gYPHtwFo25CypIIvY2eIIqeBVYCgzRNa1kCXfXZB9Q6WH32FWr1mbmd9/aaKEpNhc2b1XbjRo9f3jWXLjUJpPXrIa/Zj9VggORk5ZGUlgbVDmYmPbX6TJb9O+VyxWW+OP0Fd3x4h0tHbQMG7p18L9eMvIZ5w+YRFRLViaMUmlNVVcXBgwetImn37t1cvHjRYd/BgwfbiaTJkyfTp4/3Z/ulLInQW+k2oshsNkdpmpbfbF9fIB0wapo2tHHfUCBY07STNv0eAX6PvU+RGTgGPKNp2mPtHJNHRdHChSrdB1SOdE1N0xZUgGb9eo/cyn0aGuDIkSaRtHWr4+iQn58SKpalyZ4SLLLs3yXuFKRtztgBY5k7dC5zh81l7tC5DIsY5sURCu6QlZXFnj172LVrF7t372b//v1UVrYIfGMymZg0aZKdUBo+fLjHBYqUJRF6K91JFG1EJUbvBHKAIcCdqITr72ma9s/GfpuBqzRNM9icGwYcBEKAP6IcrZcDBpSj9eV2jsmjomjTJrjhBufv/59+CvPne+RW7aeqCrZvbxJJBw+27NO3r1JwlmY2t08cybL/Vnl6y9M8uflJlwVpAeLD48kuy6a6vmVUb0jfIcwZOscqlMZFjcNo8GypC6Ft1NbWcuTIEXbv3m0VSs5WukVFRTFjxgxmzpzJ9OnTmTJlCn379m33vcVCQOjNdCdR9GPgdmAcEAkUA7uB5zRN22LTbzPNRFHj/sHY1z7bhFrK33IdtPtj8vj02SefqAVjtv+PgoJg7VolmHyO/Hyl5jZsUM1RuZHYWBUGs4ikuDj3ri3J3K3iTqTIUpD2hxN/yL5L+9hyYQvbL25nZ8ZOSmta+u5EBkUye+hsJZKGziUlNkVsAHyAgoIC9uzZYxVKe/fudeibZDAYGDt2LNOmTWP69OlMmzaNCRMmYHK1mtQGMZsUejPdZkm+pmmvozyJWus338n+TGCph4flcYqLwd8fjEaVslNdrb5vXvLMZ4iKgu9+VzVQS/8tAmnDBpWPlJUFb72lGqjIkUUkzZ/vPGFalv23yi3jbmHZF8tc9qnX61mauJQg/yA1ZTZsLgB1DXWk56az/eJ2tl3cxrYL28gtz6WoqohPvvmET775BFAFbafHTWfu0LnMGTqHWUNmERbYsXpgQtsZMGAA119/Pddffz2gfJNOnDhhzUvatWsXJ06cQNd1jh8/zvHjx3njjTcAFdmZPHmynVByNu2Wk5PjcNrMloqKCnJ68d+d0HvxGVHUW/jb39T7/MSJ8N//DY88AocPw+uvd8IqNE8QHw933aWarsPRo00CacsWKC0FTVPt5ZeV+ps8uUkkzZ4NlkTS6Gg1b+gqUhQcrPr1UiL7RLJy5kpW715NRa2D/A9TMMtnLCciKKLFMX+jP5NjJjM5ZjLLpi9D13VOF55uEkkXt3G68DRVdVVsubCFLRdUQNZoMDIpepJVJM0dOpdBoYO8/VKFZvj5+TF+/HjGjx/P3XffDcCVK1c4cOAAe/bsYe/evezZs4esrCyqqqqsNgEWBgwYwLRp06xCaerUqfTv35/o6GiCg4NdRoqCg4OJ7sV/d0LvxWemz3wRb0yf3XQTzJsHDz2k9EJ9PTz/PGzbBh9+6LHbdA21taqgrUUkOfJHCgyEWbOUQEpJgZtvlpyiVrAUpH1u13P4GfyoqK3wmE9RTlmOEkkXtrE9YzuHcg7RoLcsQjy632irQJozdA6j+o2S1Uk+wqVLl6wiae/evezbt4+ysjKHfUeNGsWkSZP48MMPqaurc3pNySkSeirdJqfIF/Gp2mfdkfJylbRtEUkHD6roki0mk1KGDS3fiGX1mT3NHa2XJi51GCHqCFeqr7ArY5c1mrTn0h6q6lqK1qjgKGYPnc2swbOYPXQ2KTEpBPoHenQsQvuor6/n5MmTdtGkI0eOUF/v3NbBFll9JvRkRBR1ABFFHuby5aak7U2b1BSbI/z81Gq2O+9sKlEidAnVddWkZadZp9t2XNxBUVVRi36BfoFMiZ3C7CGzmT10NuOixrHp3CYpSeIjVFRUkJaWZo0m7d69mwsXLjjsGxAQwOzZs5k6daq1DR061GuRQTGQFDoTEUUdoCtFUa8weL50STlYbtyoDJocGdz176+StVNTVRs7tteaOfoCDXoDJ/JPsCNjh2oXd3CmyHEFHQMGdHQC/AIwYOAXs34hJUl8iLy8PDZu3Mjbb7/NyZMnycrKcuidBMoWwFYkTZkyhUGDOpZnJgaSQlfgFVFkNpsTgERgIKCjao8d1TTtVAfG6nN0hSjq1QbP58+rCJKlZWa27DNoUJNASk2FUaPa/wPpFcrT++SW5bIzYyc7Mnbw7tF3uVR6yWnf0f1Gc1fyXcweOpspsVMI8g/qxJEKrtB1nVOnTrFv3z5rO3jwoFOhNGTIEDuhlJKS0qYcJDGQFLoCj4kis9k8FrgfuAWwLEuwvBtZLpIL/BP4i6ZpJ9o7aF+hK0SRGDw3outw+rS9SMrNbdlv8OAmgbRgAQxzw725VytP71FUWUTs6liHOUiOCPALICUmxTrlNnvIbClR4mPU1dVx/PhxO6GUnp7uNEl79OjRdkIpOTmZ4ODgFv3EQFLoKjosisxm80jgv4GbgUpgG7ALOANcRgmjfsAoYAYwF+gDfAA80hHzxK6ms0WRGDy7QNfhxAl7kVRY2LJffDxcdZWacps/X33fHFGeXsEdo0l/oz/9gvqRV+GwjCGj+41m5pCZzBo8i5lDZpIYlYifUXLKfImqqirS09PthJLFP6k5fn5+JCYmMmXKFKtQmjBhAm+++aYYSApdgidEUTVwBHgB+EDTNJdFmMxmcwgqmvRzYJymad02Pt7ZokgMntuApWbbpk0qJ2nLFrhypWW/oUOVOLIIpYgI5bgtytPjuFOSxICBp+Y/xX1T7mNnxk7rtNv+rP3U1Ne06B8WEMa0uGnMGjKLmYNnMmPwDEnY9kHKyspIS0uzE0pnzzr+PBwYGMiAAQO4dMn5NCso5+6nnnqKxx9/3BtDFnopnnC0Xqpp2sfu3rBRNL0JvGk2m7/t7nmCGDy3CaNROWBOnKhMn+rr1ZL/LVtU8va2bVBSopK3bd22IyLAhT8LoKbU1q4V5dlGokOjCTYFu4wUBZuCiQ6NZmDIQG4acxM3jbkJgKq6Kg5kHWBnxk52Ze5iZ8ZOcstzKa0pZcO5DWw4t8F6jTEDxlgjSTMHz2Rs1Fip5dbFhIaGMm/ePObNm2fdV1hYyP79++2EUlZWFtXV1a0KIhADSaFrkNVnLuhNkaIel3NcX6+swi0iaetW92upGAzw1FNqmk1wG3dyioL8g8hekd2qv5Ku65wvPs+uzF3sytjFzsydHM45TL3e0msnPDCcGYNnMHPwTGYOmcn0uOmEB4W3a/y2PlBiI+B5srKy2L9/P1u3bmXNmjU0OPInsyElJYXp06eTkpJCSkoK48aNc7vGmyA4Qpbkd4DekFPUa3KO6+vVdNszzyj158rIzs8Pvvc9eOwxVcetR/wAOofHNz7eakmSpxe0L1+rvKac/Vn7rZGkXZm7KKgoaNHPgIHEgYlKJA2eyawhs0jon+B0ebc3HcMF57hafeaMoKAgJk6caBVJIpSEtuKtJfm3Aj8FRgP9HXTRNU3r9nXVvCmKSkvVe2/zhRmdnQPc63KO3VGetgwapPKR5s1TLTFRTd0JDulMgaHrOmeKzqhIUqNIOpJ3xGGZkn59+lmjSTMGz2Bq7FRrNMmbQk5wjiufonvvvZf58+dz4MABa8vPz3d4HRFKQlvwuCgym82PAU+hlt/vBVra2wKapt3ZtqH6Ht4SRSdOqFQYg0GVAbvmGlUvNSVFvd92VuSm1652c6UEAwJg5Ejlvp3nYIVUZCTMmdMkkpKTVakSwY7OKEniiNLqUvZl7bOKpN2ZuymsbLlK0YCBsVFjSR6UzD+P/5PahloHV1O4O+UntI/mjtZLly5tsQxf13UyMjLsRFJrQikpKYkpU6YwefJkJk+eTGJiIgEBAZ3wigRfxhuiKAs4ASzRNM35f5IegLdE0ZkzMGVKyxSXyEhltbNwIUydCgcOKGue6GhYutTzwqTXrnZzZ84Q4ORJ+5yk7OyW1woOVsp23jyYOxemT4c+fdwfS49L5vItdF3nm8vfWKfcdmfu5lj+MYfRJGeEmEJYs3gN96T0pD+C7o8jobR//34KClpOqQKYTCYmTJhAcnIykydPJjk5mYkTJzr0URJ6Lt4QRWXACk3T/uKB8fk03pw+KypSq8m//lpVuDh9umWf+PimKNLVV6uKF57k6afhySdb1mi1pUfnHDcXJK6Up67D2bNKHG3dqla3nXFQ3sJkgmnTlECaN08JpnAHSb+9JpnL9yitLmV/1n52Z+7mrcNvcfLyyVbPWTJyCY/Ne4zJMZPpY2qD6BU6leZCaf/+/aSlpTmNKBmNRsaMGWMVSZMnT2bSpEliGNmD8YYo2gZs0TTtMQ+Mz6fpzETr8+eVOPr6a1Uv9fJl++MGg5qpsYikOXPU1FZH6LWRIk9x6ZISRxaRdPRoyz4W6wDLdNvcuRAV1QuTuXwTdwwnbfE3+jNx0ERmDJ7BjMEzmB43nVH9Rkkitg+j6zpZWVmkpaWRlpbGwYMHSUtLIyMjw+k5I0aMsE67WcTSwIEDO3HUgrfwhii6CngfuEbTtIMdH6Lv0lUFYRsa4NChJpG0bRtUV9v3CQpSwsgikiZNanv+b6/NKfIWly/D9u1NIiktzfEqt9GjVdTJ1Qo4+cF3Cu7YCPgZ/BjSdwjnS847PN6vTz+mx01netx0ZgyewbS4abKUvxtQUFBgFUiW7alTzst3xsXFWQWSRSwNGTJEBHE3w1urz76NqnG2GzgPNP/vrmuadlebL+xjdJUoak5lJezY0SSSDh5sOeXVv7+aYlu4UOUljRjh3uxLZwYsel36TGkp7NrVJJL27Gmpbp0hIbpOw93VZwUVBezJ3MOeS3vYnbmbvZf2UlJd4vCao/uNZlrcNGubFD1Jit92A65cucLhw4ftokrHjx+n3skHmP79+7eYehs9ejRGWaHqs3gjUjQd+BLo66Kbrmlaty9Y5CuiqDkFBaqyhUUknT/fss+wYUokLVigWkyM42t1RmqLpM80UlUF+/apJK0NG1rvf/XV6gc3dWrbkreFNtFeG4EGvQGtQLOKpD2X9pCem+4widvf6E/SoCSmxTYJpTEDxkhdt25AZWUlR44csUaT0tLSOHLkCNVOPuCEhISQlJTEpEmTmDRpEsnJyYwfP54+8jfsE3hDFO0GRgB3Ads0TSvu6CB9FV8VRbZY8n8tCdvO6qSOHdskkubPbxmhaUvOcVuR9JlmuJPMZYvJpJYrzpmj2uzZns+6FzxiI1BeU87BnIPsvbTX2s4Vn3PYNzQglCmxU+yE0uC+g1udjhHn7a6ntraWEydO2AmlQ4cOUVZW5rC/JaHbIpQsLSoqqkPjaG5ncMsttxDZo8PvHccboqgC+I2maX/wwPh8mu4giprT0KCqW2zYoKJJW7e2fO81GGDy5CaRNGeOmq3xBpK35AB3fih+fsov6ZtvHB8fO7ZJJM2ZA8OH95JwW/cjvzyffVn77ITS5crLDvtGh0YrgRQ7jalxU5kaO9UqeMR527dpaGjg7NmzHDp0iIMHD3Lo0CEOHTpEVlaW03Pi4uLsRFJycjLDhw9vdfrNlfHlypUrWbVKngVneEMUnQee1zTt+Q6PzsfpjqKoOTU1asbGIpJ27VL7bDGZYMaMJpE0fbryMPQEssLNCe6GzwoKYOdOlcC9fTvs3w+1DuzBYmLsRVJSEvh7wFS+1yWCeR9d1zlXfM5OJKVlp1FZV+mwvyU/Kb88n60XtzpMChfnbd8lLy+Pw4cPW0XSwYMH0TTNad23sLAwJk6caCeUEhMTCQwMtPZxVSIlODiY5cuX83SvCr+7jzdE0RPAt4AZmqa1Um68e9MTRFFzKipU0rZFJB04oKJLtgQHq5XjFpE0aZIKXLSHXu+F5Iz2JlpVViqVaxFJO3dCiYNk39BQpXRnz1ZeSdOnO/ZL8vT4hHZR11DHsbxjTUIpay9H8462yWRSnLe7DxUVFRw9etROKKWnpzutA+fv78/YsWOZNGkSCQkJPP3009Q0/3RrQ1BQENnZ2eK35ABviKIFwDOAEXgFOEfL1Wdomra1zaP1MXqiKGpOcbEybbaIpGPHWvaJiFDlv+bPh9RUmDDB/eX/XR0p8vlAR0eTuRoa1C/NIpK2b4eLF1v2Mxhg/PgmkTRrluslipII1uWU15STlp3G3kt7eefoO6Rlp6Hj/P+10WBk3rB5/Gjij5gSO0USubsZ9fX1nD592iqULGIpNze3zdcKCQlhzZo13NOrwu/u4Q1R1PyjS/MLGJDVZ61SVVXFhx9+yE033URQR10YPUhOjkrWtoikcw5yRPv1UyIpNVUJJVc1Ursqp6hXBzouXmyKIu3cqZLMHIXqBw1qEkizZqlEs6AgSQTzQZ7e8jRPbn7SpShqTogphMkxk5kSO4UpsVOYGjuVkf1GYjTIcvHuRE5Ojp1QWr9+PZebu/s6YPLkydxxxx1MnDiRpKQkScBuxBui6A53+mma9mabLuyDeFMUHT58mA8//JCbb76ZpKQkj1/fU5w7p0TS5s1qm5nZss+AAU0iKTVV5QDbCo6uCDpIoMOG0lLYu7dJJO3a5XjKLSBArXILDVXhQ1eeSr0yEazrcMd522Q0Mbr/aHLKchwWwQUIDwwnJTaFqbFTrWJpWPgwScrtRrz22ms89NBDTqfanDFkyBAmTpxoFUkTJ05k1KhR+LU3N6Kb4hXzxt6CN0XRG2+8wYULF4iPj+eOO9zSmV2OrqtyXxaBtGmT4xqpAweqCJJlui0hQeUVdVbURgIdrdDQAMePN4mkHTscF99zRa9MBOs63HHetuQUhQeGc774PPuy9rE/a7+1ldaUOjxvQPAAJZBipjA1Toml2LBYb70UoYMUFRURGxtLlYt/cP7+/ixZsoQTJ05wxlGNxkaCg4MZP368VSRZBFN4W/IP3Ryzr1gHeEQUmc3mDODDxrZZ0zQX9Ql6Dp4WRW+99RbnGuej/Pz8qK+vt24Bhg8fzu233+6Re3UGug6nTtlHkhxNf0dHK4E0bZrKLWpoUIulPOmFZEtX5zF1S/LyVARp5054/33HxW5tMZngJz+B3/ymlyrLzsdd521HNOgNnLp8iv1Z+61iydWKt5jQGFJiU0iJaWyxKSKUfIi2rD4rLS3lyJEjpKenc/jwYQ4fPkx6ejrlLv5BDhs2zCqSJk6cyIQJExg5cmSbo0q+aB3gKVH0EvBtIA4oAj4DPgC+1DStbTG8boSnRdG5c+d45513qHWwpNpkMnHrrbcSHx9vt7+yspLjx49TVlZGaGgo48aN81lnVF0HTWuKIm3eDI6KU8fGNkWSrrpKlQLz5N+FrHjrIO6E2mwZN06tdJs5U23HjWt7IT6hVTztU1TXUMeJ/BN2Qulw7mFq6h2vaooOjWZyzGQ7oRQXFidTb11AR8VGQ0MD586ds4oki1A65yiJtJE+ffqQmJhIUlISEyZMYMKECSQlJbk0oPRF6wCPTp+ZzeZpwM3ATYAZqATWA/8C/q1pWuvZX90Ib0yfffPNN6xdu5a6uiY3A39/f5YuXUpCQoJ1n67rbNq0iV27dmEwGKitrcVkMqHrOjNnziQ1NdXn/xnpupqlsUSRNm9WNVObEx2tCshfdZVq48Z1TCRJpMgDuErK8vdX2fYFBY4TuPv2VRYAFqE0fbrqL3gETzhvO6OmvoajeUfZd2kfB7IPcCD7AEdyj1Db4MAbCxgYMpCUmJQmsRSbwpC+9kVSxYHbezSfllq6dGmHluGXlJRw5MgRq0g6fPgwR44ccZm/NGjQoBZCaezYsVRVVbU6zdcV1gFeyykym81jaBJIU4AGYDtKIH2oaZqDdcHdC2+IovT0dD799FNqa2utU2cmk4nrr7/eLuF648aN7N6922lUacaMGSxYsMBj4+oMLKvHLQJp61bHImnAAOWTZBFJEya0zSdJcoo8gDvL98rLlZnkrl2q7d7tODQIYDY3iaSZM9WSxV6W4NldsQilA1kHrEIpPTfdaURpQPAAUmJSSI5O5lThKT755hP8jf7iwN1NsTh1p6enc+TIEetU3OnTp3GmH4xGI1FRURQUFDgtpgtdYx3QKYnWZrM5jiaBNA/wAw4D/6Vp2hcdvkEX4Q1RZEmwjo6OZuHChaxfv56cnBy7hOvKykpWr15tF01qjr+/PytWrPCp5fxtxZLvu3WrWuy0ZYvjnKSICGXSbBFJycmtmzXL6jMP0RYfJUshvt27m0TSoUNKSDUnNFQlmdlOuw0Y4Llx+pwhVc+itr6WY/nHrEIpLTuNw7mHXSaC29LHvw8rZq4QB+5uTEVFBcePH7eKJcs239kHIwcYDAYeffRRfve733lxpPZ0+uozs9kcCdyIEkg7NU17zqM36ES8IYreffddhg0bxowZMzAYDDQ0NLB7924uXrzI9773PQAOHDjAl19+6TBKZMFkMrF48WJSUlLadH9fzlHSdVXqy1YkObIACA1VHoQWkTRlSsuyJL3ap8iXqKhQtukWkbRrlxIujhg1qkkgzZihQoQmk+vryy/aZ6itr+VEwQkOZB1gR8YOXj/4equ+SnOHzmV63HSSY5JJjk4moX+CGE52c3Jzc0lPT+e1117jX//6l8sP9xZiY2OtU3ALFy5k0aJFXhufLMnvAF3laL1lyxY2b97car/58+dz1VVXuXXN7pijpOvKJ2nLliah5CgPsE8f9V5qEUnTp6vpMei4YbTgYXQdLlywjyYdPOi4nlufPspQcvr0pjZ0aNebYAmt4o6vkiOCTcFMHDSR5OhkkmOSmRwzmcSoRAL9A1s/WfAp3LEOcMb+/fvb/IHfXVoTRR6oGCl4mtDQUEwmU6uRotDQULevuWnTJnbv3m2n2i3X3717N4DP5SgZDKoSxYgRcOedal9Ghr1I+uYbVQ5s40bVQEWNpk5VeUlz53aNEJLZHCcYDBAfr1pjZJTKSkhLaxJKu3ZBVpbav2OHahYGDWoSSOPGqQiRs3+6FRXq+IoVooQ7mZyyHIfWAbYYMDBj8AwC/AI4mHOQK9VXqKitYFfmLnZl7rL28zf6kxiVqERS9GSSY5KZOGgiYYFh3n4ZQgeIjIxk5cqVLlefPfjgg3znO9+xm4ILCQmxW3TU2bi7JP/jNl5X1zTt2+0bku/QVZEiT+cU9eQcpexsJZAsIslR7TaDQRWNt4ikOXNUIrY3kNkcD5GZCXv2NLX9+x1Hg1pDlhl2Ce5EikJMIaxZvIZ7Uu6hQW/gXNE5DuYc5GD2QQ7mHCQtO43ccsd1vwwYGN1/tIooRauIUnJMMgOCO5CXJnicnuxT5H6pZoXUPusgnlx95s0cJV+joECV/dq2TbW0NMd5viNGKBsAi1AaNcozYkVmc7xEXZ1SvLZCyZECbo7BoPwZnntO1Ggn0hYHbld2Atml2VaBZBFM54qde+kM7ju4SSQ1TsE1twgQOh9PWwd0hE7LKTKbzVcBfwCmAlmapg32yIW7kK4URZ7MAfJGjlJ3oaxMzcpYRNLu3WpWpjmDBjVFkebOhYkT275iXKwAOpkXX4RHHnHPZDI62j43acoU5ackeI2OOHC7oqiyiEM5h5RIahRMJwtO0qA7/uzev09/JkVPIjk6mUnRk5gYPZExA8bgb5Tskd6I10WR2WweD/w3sAQoBZ4FVmua5tg/vhvRlaLIQvPVYomJiW2e4upNkaLWqKlR0SOLSNq+XYmZ5oSFqcLxlkjStGlNydvOENPITqatztu2GAwwZoxKPps2TW0nToRASej1FJ524HZFRW0FR3KP2EWVjuQeobrecVHjQL9Axg8cz6ToSdaWNCiJvoEilHs63jRvHAI8DdwG1AP/A/y2J7la+4Io8gQ9Oaeoo1i8kiwiads2xzYAluTt2bNVmzWrpa2OlBfpAlqbr3zoIZXlbjvtdvKk41+SyaSEka1QGjNGTCY7iDcduF1hsQg4mH2QQzmHOJR7iEM5hyiuKnZ6zojIEUokDWoSS4P7Dpbptx6Ex0VRow/Rr4GfAIHAO8Bjmqad79hQfQ9viSJd1zly5AhGo5H4+Pg2rSJrLz3RIdsbWFaM24qkkycd9x0zRgmkOXPUdtMmlTMkkaJOpD2Z7SUlyjtp717Yt0+1jAzH1w8NhZQUe6E0bJjkJ3VTdF3nYslFDuceVkKpsbnKU+rXp5+adhs00SqUxg4Yi8mvFQ8twSfxmCgym82BwEPAI0AE8DXwiKZphzwxUF/EW6LowoULvPHGG9bvo6KiiI+PZ/jw4cTHx3vFTLEzfIp82RiyI+Tnq2k2y+rwAwcc2+oMGACFhY7LgVmQnCIv0VFDqpycJoFkEUuFhY77DhjQJJAsbeBAj7wMoWsoriomPTedwzmHrVGlo3lHnZYyCfALIDEq0SqSJg6ayMToiZ0SARM6hqdWn90F/AaIBdKARzVN2+DBcfok3hJFVVVVfPLJJ3zzzTcOIzcxMTFWkTR06FACPZjn4IkcpeZ0R2PIjlBZqd4zLSJpxw4oLm79PF9YfSb+SW5icQ61jSYdOODcFmDYMPtoUkqKSkyzRX743Yra+lpOFpzkUM4hu8jS5UrnGSLxEfEkDUpi4qCJ1u3IfiMxGoydOHLBFZ5ckq8D+4F/Nn7tCl3TtDVtHKvP4e2covr6ei5dusS5c+c4d+4cmZmZLYrnGY1G4uLirCJp8ODBmForfdDJ9PapuYYGOHFCiaPt2+Hf/3YuksaNa5pumzMHhg/vnJkY8U/yAHV16hdtG01KT1f7m2NJ5J4yRQmkQ4fg3Xflh9/N0XWdS6WXlFDKOWzNUzpdeNrpOSajicF9BzN36FymxU0jaVASEwZNkKhSFyE+RR2gsxOta2trycjIsIqkrKysFlWI/fz8GDJkCMOHD2f48OHExsbi14WJoJLE7ZgTJ+CFF9R7Zna2Sllx5JcUHd2UuD1rlip2640FUOKf5CWqqpTgsZ160zT3z5cffo+gtLqU9Nx0q1j67PRnXCq95PKcYeHD7KJKSYOSGNVvlNR+8zKeEkVtNq/RNG1LW8/xNbp69VlVVRUXL17k3LlznD9/nhwHhTRNJhPDhg2ziqRBgwZhNHZeqFaW+7tHRYV6v7RMt+3cqfJ9mxMYqAILs2apem4zZ0JMTMfuLf5JnYwlkfvAAfWL/uij1pck3nabUsdTpqhCuGIN0G1x5c9kwOCySG4f/z6MHzjeTiglDUoiso9Ms3oKKQjbAbpaFDWnoqKC8+fPW0VSQUFBiz5BQUEMGzaMYcOGER8f73WR1JuNITtCQ4MyZLYVSWfPOu4bH98USZo5U5Us8W+D75z4J3Uh7vzwm2MyKWE0ZUpTGz9e7fc2kvfUIdx18v7Xd//FueJzHM49THpuOum56S5LogzpO4SJ0RNJGpiktoOSGN1vtESV2oEUhO1BBAcHM27cOMaNGwdAaWmpdart3LlzlJSUUFVVhaZpaI0hfG+LJG8Ur+0NGI3qfW/CBLj/frUvN1fVQt25U2337YPqajh/XrX/+z/VLzhY5fNahNKMGdC/v/N75eS0XjasokL1EzyMOz98UPlHpaVw6ZJa2piWptqrr6rjgYHKQyklpUkojRvXNnXsCmdJZ8uWSd5TG1h3fB1+BtdCxc/gR8aVDB6Y+oB1n6X2m61IOpx7mLNF6pNSxpUMMq5k8Mk3n1jPCfIPYlzUOCYMnKDaILWNDo3uUQtbOpt2/UWZzeZbgZ8CowFH/451TdNEcHmZsLAwkpKSSEpKAlR9mfPnz1vblStXvC6Sxo0bxxdffOGyj67rJCYmtvsevYVBg+Cmm1QD5b598GCTUNq5U71nVlTA5s2qWTCbVRTJEk0aN04JL1Af+IODXQcrgoNVP8HDuPPDDwlReUX33KPmMC1Tb/v3K2Wcm6vU8d69qlkIClJCafJkJZYmT4bEROU02laeeEIlndnOsVrGvHq12kreU6vklOU4nDazpaK2gpwy+08gRoORkf1GMrLfSL4z9jvW/aXVpRzJO2K1C0jPU4KprKaMqroq0rLTSMtOs7vWgOABLYRS4sBEQgPkg6k7tMe88THgKSAX2As4KJIAmqbd2eHRdTG+Nn3WFnRdp7i4uIVIao4nRFJXrD7rqZ5IrZGR0RRJ2rlTiSZHOe7h4arE16xZaublBz+QnKIuoaMJXboOWVlKIO3fr8TSvn2q8rEjAgJU+HHy5CaxNGGC6xo1knTmMV478BoPf/mwy6mwEFMIaxav4Z6U9s1VW6JKR/KOcCT3iNrmHeGby984rf8Gyq17wsAJavVbo2Aa1W9Ur6sB5w1H6yzgBLBE0zTncyY9gO4sippjK5IuXLjAuXPnPCaSOtOnqLd5IrVGRUVTPq9FKOXnO+5rMDjO95UFUF7G00v/dB0uXmyaYrNElvLyHPf381MRJEs0afJkFWEKCVHHJenMY7ibU5S9ItvjS/Kr6qo4kX/CTiyl56aTXZbt9Bx/gz9RIVEMixjGtaOuZXrcdJIGJfXoKThviKIyYIWmaX/xwPh8mp4kiprTFpE0dOhQq0iKjo52KpK8YQzZnN7uidQaug5nzthPuR096txl22hUOUm//KXaDhrUuePtFXSGSZSuN0292YqlS06WhRuNKo9p8mQVdfrySyna5yFcrT4LNgWzfMZynl7QeZ9ALldcbiGU0rLTqG1wHtPo36e/derNElUaFzWuRxTM9YYo2gZs0TTtMQ+Mz/a6U4EfAanAMOAysBNVV825M5Y69zfAkw4O5Wqa1u5MiZ4siprjrkgKCAhgyJAh1mhSbGws/p5K9myFrvZE6q5TdmVlauZl927YulUZTJaWOu47fLgSR5Y2aVL7UlQEB3S0FEl7yM1Vc6wWkZSWprL224pEitxG13We2PQEz+16Dj+DHxW1FQSbgqnX61k5cyWrUld1aRTGlWhrjWHhw0gcmMj4qPGMH6jamAFj6GPy/f+DFrwhiq4C3geu0TTtYMeHaL3uOmA2sBZIB6KBB4EQYJqmaSdcnPsblCi6D7D9TVdqmvZ+B8bUa0RRc5qLpAsXLlDswKbZ39+fwYMHW6NJgwcPJsBL76Jd5YnU06bsLEVvd+9uamlpjuu5BQaqYIKtUBoyRBYidWsKC5uiSWlpKnn7nPOCqICKLP3yl00Oo3Fx8hC0QlFlEeuOryOnLIfo0GiWJi7tchdrd6b3Av0CeX7x85wtPmuNMLkyojQajIyMHGkVSeMHjicxKpGE/gk+WTTXKz5FZrP526hyH7uB80Bzr15d07S72njNWcB+TdNqbPaNBo4A72qa9iMX5/4GJYoiNU0rbst9WxlTrxVFjigpKbEKpAsXLnD5cssaQEajkdjYWIYOHUp8fDxDhgzxWNSmqzyResOUncWY2VYoXbjguG9MTJNAmj5dpaqI40I35xe/gJdecp1sbcuAASqMmJzc1EaPVtODgs/S3kTwosoijuUf42jeUY7lHeNo/lGO5B5xWQfOZDRhHmC2iiSLYBoeMbxL/ZU87lNkNpunA28CJmBuY2uODrRJFGmattPBvlNms/kYMNbNyxjMZnNfoFTTNHGl9DDh4eF2FgBlZWVcvHjRKpJyc3NpaGggMzOTzMxMdu5Uv9Lo6GjrdNvQoUMJsSR4tpGu8ESqrKxk165dTqfsamtr2bVrF7NmzerWZUyCgpqEjoXsbNizp0kk7dun0mGys+Ff/1INVBAhMVEJpGnTVEtM7LiFjvgIdiJ/+IN6CGzznvr0UUsbFyxQq9MOHVIJajU1Kg9p/XrVLAQHqwTu5OQmwTR+vOuVb0Kn0l7LgMg+kcwZOoc5Q+dY9+m6Tl55nhJKjYLJ0kprSqltqLV+b0sf/z6MjRqrRFLjNFziwESG9B3iExH39vzbegGoAb4NbPNkZKY5ZrPZAAwCDrt5ykUgFChtnI5bqWlaobfG19ux5NVYzCQrKyvJyMiwiiRL7bacnBxycnLYs2cPAAMGDLATSeHh4W7drys8kY4fP97qH6rBYODYsWM9roxJTIy9b1JdnXpPtI0maZpK4j5yRLW//lX1DQ5WESRboTR0qHszLuIj2AUYDGoF3PLlrvOeamvh+HElkA4eVO3QIbhyRf2idu1SzYK/P4wdax9RmjRJeUYInU50aDTBpmCXkaJgUzDRoa2n4hoMBgaFDmJQ6CCuHnG1db+u62RcyVARpbyjHM1Xwuh4/nGq6qqorKt06K/UN7AviVGJLBi+gMfnPU6gf9eUumlPTlEF8BtN0/7gnSHZ3esHwP8CP9I07U0X/X4OjERN59UAC1D5RUeA6ZqmVTs5r7iVIYSHhYUh02fto6amxiqSLl68SGZmJvUOqqKGh4czdOhQa4uKinIqRDp7KkvKmLimqEglce/dq6JKe/Y4Xxk+aFCTQJo+HaZOdZxnLMVruxkNDSonyVYkHTyoQorOGD68pVCKjRW162W60jKgvqGec8Xn7CJKR/OOol3WqGuwj8Tvvms30wdP9+j9LXgj0fo88Lymac93eHSu7zMG2INKur5K0zTnrlSOz/8J8DJwr6ZprznpU9zKZUQUeZC6ujouXbpkFUkXL150KG769OnDkCFDrCIpNjYWv8Zchc5OepaCt21D15XB5J49TULpwAHnlS4SElpGk4YPFx/BHoFl5ZttO+1iIXH//kocTZzYtB07tnNqvvUifM0yoKa+hlOXT1lFUkhACL+c/UuMBu/U7PSGKHoC+BYwQ9M052ujO4DZbI4GdgB+jfdpc1Ums9lsBEqBf2ua9r12jkMSrb1IQ0MDOTk5VoF08eJFyh0YyPn7+xMXF2cVSYMHD0bXda97IkHX2wD0BOrq1IyLrVA6dsyxd5KfnxJWznyVQFaHd2uuXIHDh+2n344dc7z0EZQgSky0F0oTJ0K/fp4ZTy9MXPN1ywBv4w1RtAB4BjACrwDnaLn6DE3TtrZ5tOr64cBmYAgwW7MU7Wrftb4Bzmuatqid54so6kR0XaewsNBOJBUWtkwJMxgMDBo0yOqXNHToUMLCwrw2rt6w+qyzKStTq8FthVJGhnvnGgzwm9+ovCOhB1BTAydOKKF0+HCTaHLwt29lyBB7kTRpEowY0VTwrzU6w1DTx/FFy4DOwBuiqPlnuOYXMKCW5Ld5zZ3ZbA4CvgJSgKs1Tdvd1mvYXMsEXAE+0DTttnZeQ0RRF2NZ4WZpOTk5OHpmIyIiGDZsmFUo9e/fX0qLdDOys+H//T9VGN7FbCWgLADmzVN5SVOnqqLx4sbdg9B15cZtEUqW7enTzp23Q0MhKck+qjRhghI7zZHEtV6LN0TRHe70c5UY7eS6fsAHwHXAtzVN+8xJv6FAsKZpJ232RWmalt+s338B/w+4Q9O0t9oyFptriCjyMaqrq8nMzOTixYtkZGSQmZnpMi/J0mJjYzF1MDehM8qY9HbcqU3qjCFDmkTS1Klq9ZvkHfUwysrUMkfbqFJ6uvOkNYNBJa5ZIkoTJ6rEtWnTJHGtl+IV80ZvYDabnwd+DvwbZQxpS5mmaR829tuMSrw22JxbAbwLHAWqUaVC/gPYDqS2N/dJRJHvU19f3yIvqcLBP0ij0UhMTIw1gXvIkCEe9TPqCrpr2ZHWaO1D/G23qeTsfftUS09XeUuOGD3aXiglJzsOHAjdmPp6VfCveVTJWd03d5DEtR5LdxJFmwFna5ovaJoWb9uvmSh6DVUiZAgQgHLZfg/4vaZplR0Yk4iiboau61y+fJmMjAxrNMmR8zZAZGSkXTRp4MCB3WIarKdP57U13aOqSgkji0jat0+lqDj612YpGD9lStO024QJqpyJ0MMoKLDPUTp8WD0Yrc3NWvj+9+G3v4X4ePdzlQSfp8OiyGw2X61p2ob23NxsNi/UNG196z19ExFFPYOKigoyMjKsLSsry+FqssDAQAYPHmyNJsXFxXmtjltH6C2J3x2pn1paqhY22Qqls2cd9zWZlDBKSVFtyhRlxBwY2CsXJ/VsampU4tp//zdUO7Sva0loqHpALPlKSUnq+77dv2J8b8QToqgW2AasBj7XNK2l+559fxNwA/AQMFPTNN97V3ETEUU9k/r6erKzs60iyZkVgMFgIDo62i6a5K77trcQi4D2U1iojCZthVJWluO+/v6qvFd+voou1daqqhcNDb1mcVLPxZ3ENYMBAgJcC6f4eCWQbNuoUe2v/yYKvFPwhCgajxJEC4F8YD2wFzgDFKJWm/UDRgMzgKuBCNQqshWaph33xAvpCkQU9Q50XaeoqMgumpTnxJa5b9++DB482BpRio6Oxr+jRb7agJhJepacHGUuuX+/2h444FwoWfD3h0WL1OKk8ePVe6fQzXBn9dlvfgOnTqm5WdvmrFIyKOWcmKgiSePHq+2ECWpppDMVLfYAnYrHcorMZvNM4CeommehOF6KfwW1gux/NE3b195B+woiinovVVVV1lVulgK3joSIn58fMTExVpE0ePBg+noxrC5lR7zPiRNqRXdNTet9AwLUe96UKU3TbyKUugEdESLFxaoIYHOx5CDabGXAAHuRNGGCEk9hYWIP0Ml4Y0m+H8pHaBwQhRJH+aiVXwfbWo7DlxFRJFiwuG9bbAAyMzMpLi522Ldv375WgTR48GBiYmKsZUo6ikSKvM9rr8HDD7t+jzMYnNvlBASomRSLSJo8uSlHSfAxOpK4ZktDA5w/r8TR4cNKNB05oiJNruzZhwxRq+Rc9RF7AI/SbVaf+SIiigRXlJWV2YkkZwncfn5+xMbG2k27tdeBW3KKvM/TT8OTTzoXPaBE0YoVykDSMu22f796b3WEv78SRpMnK1uAyZNVzm5IiHdeg+AjVFbCyZNKIFna0aNtswsIDFQP5KOPyjSaBxBR1AFEFAltweKZZBFJGRkZlJSUOOwbHh7eIjfJ3WhSb1l91lW4EylyZmOTlWWfo5SW5rxYvMEAY8YogWQRS8nJEhDoFRQWKnH0hz/Ap5+6d05YWNMUnO12wADvjrWHIaKoA4goEjpKaWmpVSBZokn19S0XcPr7+xMTE0NcXJxVLPXt29eh31BP9ynqatxZnNSWGY3sbGUPkJbWtD1/3nn/ESOahJJFLA0c6Hicslipm+OOAm+NQYNUflJiohJJlq9FXTtERFEHEFEkeBpLNMl22s1ZNCk0NJTBgwdbhVJsbKydb5KUHfEe3s59LSxsEkiWduqU8ym7uDh7kbRxo6oRJ4uVujnuKvBNm9SqN8v025Ejzo23LMTFNYkky3bcOOW71IsRUdQBRBQJnUFpaSkZGRlcunTJZW6SwWBg4MCBxMXFWYVSVFSURIW8QFeski4tVTm6tkLp+HF1T3eRxUrdkPYq8LIytVTy6FE4dky1o0chM9P1/eLjW4qlMWOUnUAvwBurz8bYFmPtyYgoErqChoYG8vLyyMzMtAqlgoICh30DAgLsRNLgwYMJkexdj+GpxUntpbJSBQUsUaW9e1XFClcYDHDnnTBjhrIWGD++17zfdU88rcCLi5WatogkyzY31/k5RiOMHGkvlMaPV8V0e5i/hDdEUQ3wJ+ApTdOudHyIvouIIsFXqKqqsgoky7ay0nFZv4iICLtpt840mOypRWp9hfakoPj5qUDApElq6m3SJNX69/fSIIX24W0FXlBgH1GybAsLnZ/j76+EkWXqzbIdPbrbiiVviKIXgfuBIuDXmqb9tcOj9FFEFAm+isWF21YoZWdn0+DA78RoNBIdHW2NKMXFxdG/f3+PTrtJ8nfn4I5dAKj3rPJy1+7cQ4a0FErx8ZKP1KvQdRVBai6Ujh2DKy5iHn5+6iGzFUrjxikB5eN5jV7JKTKbzYnAC8ACIA34uaZpOzoyUF9ERJHQnairq7NaAljEkjODycDAQGJjY4mNjbUKpY44cYtNQOfQVruA3FyVp3TwoJp2O3gQvvnGuagKD28plMaNU0VzhV6ErisvJVuhdOKEmpYrLXV+nu00nEUojRvnUzlLXk20NpvNNwPPAfHAe8AvNU1rJcur+yCiSOjulJeXW0VSVlYWly5dosrJSpewsDDi4uKsQik2Ntat1WxiKNl5eMIuoLy8KU/JIpSOHHF+zYAA9b42caJ9k+m3Xoiuq0Tu48eb2rFjautkFS2gwo8jRtgLJUuCdyfnQHp99ZnZbA4AVgK/QtU/ewZ4VtM0F+WFuwciioSehu20m6VlZ2c79E4C6N+/v51QcpSfJKVHOhdv2AXU1YGmNYkky9ZVuklcXEuhNHp0+4vEN0d8mLoRuq6UeHOhdOyY+kW6Ij7eXijNnq0eJC/RaUvyzWZzLPC/wHzgAvAqcBBVD81xyXEfR0SR0Buor68nLy/PKpKysrLIy3P8J2vJT7Kddjt27Bhbtmxp9T5SpNYzdJZdgCUocOiQmoKztNOnnU+/9emjFi3ZCqWkJDUt52uvT+gEdB3y8lqKpePHIT/f8Tn+/ip0OWaMV4bkrZyiUcBEYIxNMwPNXaEsF8/RNC2uzTfqYkQUCb2V6upqsrOzrVNuly5dcmoy6efnR0NDA67+l0ikyPN0lV1AWZlKMbEVSunpar8z4uNbRpWGD1cpKM2RovG9hPx8ladkK5SOH1fTadu3q4faC3hj9dkLwIOoqTKAfOAbQGvWaoFJQDIwSdO0G9sx/i5FRJEgNFFWVmYVSZatM1uA5vj5+bFixYpOX54vFgGdQ0MDnDtnL5QOH3ZdziQsTJXvshVKcXFqAZOnSqwIQnO8IYrKgD3A48BxTdOKOzpIX0VEkSA4xzY/ac+ePWRlZbmMFoWEhFhXvFlaqJdKDohFgG9QUqKiSLZCyVVSN6ipMVdvS86K8QqCO7Qmitrj6PYs8JWmabs6NDJBELo1BoOBfv360a9fP8aPH28VIaDsAYxGIw0NDRgMBnRdp7y8nFOnTnHq1CnrNfr27WsnkmJiYggODu7w2DZt2sTu3bvtVsRZEsF3794NIBYBnUB4OMydq5qF+npV5615VOnSJXW8tc/p5eWwcyfcfLMUiBc8j9Q+c4FEigShbTgqUmsymcjPzycrK8vacnNzHRpNAkRGRloFUlxcHDExMQQGBrZpDGIR0P0oLITf/x5efBFqatw7JyZGTcElJak2YQKMHQtteFyEXoYUhO0AXhVFNSWw+0cw4w0IaMPSDEHoAdTV1ZGbm2sVSdnZ2eTl5Tmdfuvfvz8xMTF2zZmgEYuA7os7PkytTa9Zypo0F0tDhsiqNcE702eCJ7j0MWR+CJf+DcN/0NWjEYROxd/f37qk30JtbS05OTl2ESVLIdzLly9z+fJljh49au1vG1GytD59+lBWVuZSEFnuVeZquZTQJURGqmX3ra0+e/RRtWgpPV3lKKWnq1ZYqKbnLCW+3n236dzwcCWOJkxQtgGWbVu8j8Q7qecjoqirOPO62p59XUSRIKCiN0OGDGHIkCHWfRZrAEvLysri8uXLABQVFVFUVMSxY8es/SMiIujTp481n8nVvbyV5O0KWQ3XOqtWqa0jn6Lly5t8iqZNU82CxT/QIpAsYunECaitVUnf27erZktcnBJHtkJp7Fh1T9trO/JOWrZMvJN6GjJ95gKPT59tWAi5G9TXxgBoqGnaAgy6Gq5eb39OTRFcXAeVOdAnGobeAgHy0UTovVRXV5OTk2MnlCwRJXfp7JwiWQ3Xdjzlw1RTo+q9WcTS0aOqXbjg/ByDAUaNahJKR4/CZ585ntYT76TuheQUdQCPi6LcTbD5Bqh3EBf2C4b5n8Kg+ep7XYf0J+Dkc4CfOscvGKiHMSshST6aCIKFmpoaO6F06tQpKhzNvzQSEBDAiBEjrO7cMTExXo0cScFc3+PKlaZap0eONG3bqK8B8U7qTogo6gBeSbS+9AlsXwr1Nh85/IJgzlqIu6Fp3+HH4eRq5wJqzHKY6KGPJhKNEnoYuq6zfv169uzZA+C0tpstoaGhREdHExMTY91GRER0OIIjq+G6F7m5TdGkI0dg40ZlTNkaI0bA1Vc3TcElJsLAgd4fr9A2JNHa16gpBoM/GIxgDISGavV9TbFNnyIVIap3sgSjvkIdH7sCAiLaPxZn0agDyyQaJXRrDAYD11xzDXPmzLHL4UlISKCkpMS64i07O5v8/HwaGhooKyvj9OnTnD592nqdoKAgoqOj7cTSgAEDMDqqT+GE48ePtyqsDAYDx44dk9VwPsCgQapdfbX6/umn4cknW/dPOntWNVsGDFDiqHkTfyXfRURRZ3Pmb1BXAZETYdJ/w6FHoOiwfcL1xXVAa6Wm/eDiWhjVAVvX9Ccao1E24qu+XG1PrlZbT0WjBKEL6NOnTwuhERYWxuDBg63f19XVkZeXR3Z2tnUKLjc3l7q6Oqqqqjh//jznbepV+Pv7M2jQIKtQiomJYeDAgfj7O/53KqvhujfR0SpvqLzceZ/AQCWiTCYVYTp7VomoggLYskU1WwYObIom2TZZydb1iCjqbEzhkPwsjHlIRYsGLQDtecjf1tSnMsfxtJkt9RWqX3vprGiUIPg4/v7+VkdtCw0NDVy+fNkaTcrJySEnJ4eqqirq6uqsRXItGI1GoqKiWkSVAgMDCQ0NxWQyteqb1BWr4YTWueUWtcrMFQYD/OMfTTlFFRVNtU5tm0Vb5+WpabmNG+2vExPjOLIULlZ2nYaIos7mqg/tvzf6KeExdkXTvj7Rahqr3sVHE79g1a+9dFY0ShC6IRaRExUVRVJSEqDylIqLi63RJMu2rKyMhoYGcnNzyc3N5fDhw9br9OvXj4EDB7aa06TrOomJiV59TUL7cNc7yTbJOjgYUlJUs6WsTImlo0ftxVJGhjqena3a+maLkOPilDiyjS6NG6eK6gqeRURRV2GZoHaUazD0FpXX45J6GLq0/ffvjGiUIPQgDAYDkZGRREZGMnbsWOv+srIyu2hSdnY2RUVFABQWFlJYWOjyuv7+/syYMUOSrH0Yd7yT3CE0FKZOVc2WK1fg+PGWkSVLMPLSJdW++sr+vKFDlTiybWPHyiq4jiCrz1zgtTIfZefgy6mAAaLmwsC5ahs5CYyNOtXbq89OvwYHHm4lGhUCKWskUiQIbaSqqsouopSTk0NeXp7T/n5+fkRHR1tzlSxfBwQEdOKohdbwlHeSuxQXOxZL2dmuz4uJaSmUxo2DqCjvjbW7IEvyO4DXRFHxMfgiRa08s8U/FAbMUiJpwBzI/hK+eR6v+BTVFMG/Yp3nFIGyCrg5W3KKBMED1NXVkZmZyaFDhygoKKCyspKysjJqXFQ/7devn1UkWVpoaKgYPfZyCgubxNKJE+rr48ebIkvOGDDAsViKiek9C41FFHUArxaELTsPOV9D3jbI3wrlDuxVjQEQMQkC+0HgAOg3FUbc7jmR0pleSIIgtMA2TyknJ4fc3FxycnIoKSlxek5wcHALodS/f/822QQIPZOSEnuRdPy4+t5m8aRDwsMdi6UhQ6CnPVYiijqAV0VRc8oz1Aq0vK1qW3LcQScDRCTBwHlNU24dSbYW12xB8EkqKytbCCWLn5Ij/P39iYqKYtCgQdYpuEGDBkldNQFQdgInT7YUS2fOgIsSgYSENAmkMWPU12PHKqNKk6nzxu9JRBR1gE4VRc2pKoCCHUok5W2DojTQHaxgCR1lL5JCR7RdyLRwtF4qU2aC4GPU1dWRn5/fQixVV1c7Padv375WoWRpElUSLFRVqbpwtmLp+HE4dQpcGLBjMqnacGPHNomlMWNU83VnCRFFHaBLRVFzasvg8u4mkXR5t+N8oD6xEDUbouaobcTEpuRtQRB6FLquU1JSYhVJFqFkWf3mCIkqCa1RWwunT7eMLGma46K4tgwZYh9Vsnw9cKB7n9ebJ7PfcotnTS1FFHUAnxJFzamvgcIDKh8pbxvk74Da4pb9/EOg/4wmkTRgBpjE3EIQejI1NTVWkWTbXCV1N48qRUdH069fP4kqCVYaGuDCBTUVd+KEapavL192fW5kpH1UySKa4uOVzYGuwxNPOLY9WLlS2R54IptDRFEH8GlR1By9AYqPqkhSwQ4lkioyWvYzGFX0yDaaFDy4ZT9BEHoUlqRuSzQpLy/PrajSwIEDGThwoJ1gCg4OtvaprKy0qy83btw4iTr1QgoKWgqlEyeUiHJFYCAkJKjputOnVZSqORaDzKc9sO5HRFEH6FaiyBHlF5U4yt8B+duhOB1w8PsOHtokkKLmQHiictoWBKHH056oUmhoKFFRUdTU1JCdnY3RaKSurg6TyYSu68ycOZPU1FSxDhCoqFDTbs2jS998Ay4esRYEBSl/po76Qoko6gDdXhQ1p/YKFOxWAil/h/ra0XJ8U1/llxQ1W7X+09Q0XEdokcx9CwRI9UNB8EWaR5Vyc3PJy8tr1Z3bgtFoZMyYMVx99dVERkaKOBJaUFenrAJOnIA33oCPP3ad3B0SAmvWwD0d9BJuTRRJBm5vwtQXYhapBtBQC0WHmyJJBTugMluJp+wvVAMw+ENkcqNImgUDZro/5eZs2f+BZbLsXxB8FNuSJmPGjLHur6mpIT8/n4yMDL766iucfahuaGjg+PHjHD9+HJPJZDcFZ9naTsEJvQ9/f7WCbdQoOHQI/vUv1/0rKlTytdfH5f1bCD6L0QT9p6g25udKwJSfb4ok5W+HkmOg10HhPtW059W5wUNUNGnATCWUIiep6zUn/YlGg0ibJQuW0iInV6utGEQKQrcgICCAuLg4cnJy8Pf3p9ZRAkgzamtruXTpEpea2S2HhoZaRZJFKEVFReHvL29LvY3oaJU3VO6i6lRwsOrnbWT6zAU9bvqsPdQUQf6uxkjSLri814kDdpBy3LZEkgbMVCJJSokIQo9jy5YtbN68udV+06ZNY9iwYdbpt9am4AwGA/369bMKpaioKAYOHCjeSj2coiKIjXW93L+zcopEkguuCYiEuOtUAzXlVpyuhFLBTiWUys8r4ZO/TTULgVHQ4GKSGAA/uLhWis4KQjciNDQUk8nkMlJkmTYbN24c48aNs+63TMHZCqXc3FwqKirQdZ3Lly9z+fJlTpw4YT3Hz8+PAQMG2AmlgQMHEhERIflKPYDISLXsfvVqNU3WHMvqM28W37UgokhoG0YT9EtRzfyg2leRpcRRQaNQKjwADTVQnd/69eorVPK1IAjdhnHjxvHFF1+47KPrOomJiS32W6bg4uLi7PqWl5dbRZKl5efnU1NTQ319vXVVnC0W4WURSuHh4RQVFVFXVyf2AN2MVavU1pFP0fLlTce9jUyfuUCmz9pJfTUUpqmcocx/OS5PYsWgErhH/EiZTIaPVV5KgiD4NBs3bmT37t0Oo0Umk4kZM2awYMGCDt3D4thtK5Is2/p6V/9XsEaQRowYwZw5cxg4cKAkd3cDmjtaL13q2QiRLMnvACKKOkhNUes5Rc0x9VUWAP1nKPft/tMhaID3xigIQrvQdZ1Nmzaxa9cuDAYDtbW1neZT1NDQQGFhoVUsHTt2jIKCglbPCw0NtUaWLG3gwIEEBQV5ZZyC7yGiqAOIKPIAhx9vXH3mYKLYGKSEj3+oquVW7eSfWugo1c/SIpIcr3QTBKHTae5onZiY2Kkio7KyktWrV1PnyuSmFcLCwuyEkoilnoskWgtdS1LjRHBznyLq7X2KdB3KzipDycu71bbokLIDKDut2vm31bX8gqDflMZIUqNQCo5zMgBBELxJnz59SElJ6bL7Hz9+vNWIlMlkYvr06fTr1886/Zafn8+VK1cAKC0tpbS0lLNnz9qdJ5Gl3oeIIsG7GAzKh2js8maO1kvtl+EbDBA2UrXht6l9dZVQlKYEkkUsVWQ2rnTbrpqF4MEQORmMAeq6EZNg+K3imi0IPZyysrJW/ZJqa2vx9/cnOTnZbn9VVZVVINk2i1gqKyujrKzMLbEUFRUlSd09ABFFQucQENn2Zff+fZpKjVioyISCPU3RpML9SiRVZKpmy4GfQWQKmH8GA6ZD2GhJ4haEHoa79gChoaEt9gcFBTFkyBCGDBlit7+qqoqCggK7qFJbxJLFPmDAgAFERUVJgnc3wmdEkdlsngr8CEgFhgGXgZ3AY5qmnXbj/DhgDbAIMAIbgYc1TTvnrTELXUDwYBg6GIb+h/q+oRb2PgDn/1fZANihQ9F+2H2H+tYUAf2nNiZyT1NJ3H0GdeboBUHwMB2xB3BGUFAQgwcPZvBg+3JG1dXVdivg3BVLwcHBREVFWUWS5euwsDDxWfIxfCbR2mw2rwNmA2uBdCAaeBAIAaZpmnbCxbmhQBoQBqwG6oCHUSXhJ2maVtTOMUmita/TnhVutgQPVVEki1Dql9Lx4reCIHQqnWEP4AqLWGoumCxiyRmBgYFWoWQrmMLDw33Gwbt5In13937qTonWq4FbNU2zftw3m83vAUeAR1BRJGf8BBgFpGiadrDx3M+Boyhx9ISXxix0NRfXAX6u+/iFwLhHIXSYKlNyea9K4m6ogYqLcPGictUGNb0WPr4pktR/GoSPA6Mv/akIgmBLamoqgEN7gBkzZliPe4vAwECnkaWCggIKCgrIz8+3bouKitB1nerqaod14fz9/RkwYIC1WcRSv3798PNr5f+dh3BmufDFF1943XKhK/GZSJEzzGbzAaBO07TpLvrsbewzq9n+L4FhmqaNcXxmq/eWSJGvc+RpOPIkKijoDANMeAomPN60q74aig43iqQ9alv6jePT/UNUBMl22i14iEoOb05NUbOE8lsk2VsQOomutgdwl7q6Oi5fvtxCLF2+fNmlKaXRaKRfv34tokv9+/cnICDAo2Ps6uibt+hOkaIWmM1mAzAIOOyijxFIAl51cHgvcI3ZbA7WNM2BUY7Q7ekTrZb417sor+wXrPrZ7QuEAdNUo7FcSXWhSty+vLcxmXuPKlVSVw55W1WzEDRIFcDt39gip8A3L7a0HjiwzN56QBAEr9HV9gDu4u/vz6BBgxg0yD6nsaGhgaKiIqtQsoil/Px8amtraWhosO4/efKk3bnh4eEMGDCA/v3724mmkJCQNkd0Kisr2bVrl1Pvp9raWnbt2sWsWbN8UnR2BJ8WRcBtQBzwaxd9+gGBQLaDY9mAAYgBzjQ/aDabi1u5f7hboxS6jqG3KOHhknplAdAagf0gZpFqoLyTKi42CqTGiFLhAaivhKpcyPpENSsG7CJWFqF2crXaTnzazRclCEJvxGg00r9/f/r372+3X9d1rly5YhdVsmwrKysBKCkpoaSkhDNn7N/qLHlLzVtkZKTTqTh3vJ8MBgPHjh3rFiK0LfisKDKbzWOAl4HtwP+66GrJ+Kp2cKyqWR+hpxEQqSIxzlyz/YJhzHJ7TyR3MRggZJhqw76r9jXUQcmxxim3fSqyVJQONOB0Cq++Ao4/A1FzYeBcZTUgCILgJgaDgfDwcMLDwxk1apR1v67rVFRUWKNHtq24uBjAad6S7VScbevfv7/b3k9lZWUef61djU+KIrPZHA18ChQBSzVNa3DRvbJxG+jgWFCzPnY4m1O0GUcxEi3yfVy6Zi9vOu4JjP4QOVG1UfeqfdrLcGil6xVweh1sXgwGf4gYrxy5+09VU3AR46VsiSAIbcZgMBASEkJISAjDhg2zO1ZbW0thYaE1qmTJYSooKKCurs5uKq45gYGBGAwGXOUcO/N+6u74nCgym83hwOcoMTJb07ScVk4pREWJYhwci0F9fHc0tSb0FNx1zfYWNYUqcdsd9Dq18q3oEJz5q9rnF6QcuPtPacpT6msWo0lBENqNyWRymLek6zolJSUOo0vl5WrKv7q69f9nloTwrKws+vfvT2Cgo7hE98OnRJHZbA4C/g0kAFdrmqa1do6maQ1ms/kIMMXB4enAKUmy7iW0xzXbE7iV7B2iIlbhY+Hyfijcp6bfqnJUhOlyYxkTC/6h0G+ycuTu19j6JohQEgShQxgMBiIiIoiIiLCbigOVYG0RSGlpaVy6dMlptKihoYFPPmnKqQwLC7PmQ9kmfPuS55I7+IwoMpvNfsB7wEzg25qm7XbSbygQrGmaber9OuD3ZrM52canyAwsAJ7x7siFXo+7yd4jf6wiV7HXql26DpWX7EVS4X61rL+urOWKN/8w6JcsQkkQBK/Qp08fa9mTSZMmtfAp8vPzQ9d1BgwYgMlkorCw0JrobSmqe/78ebtr+vn5WXOXmosmXzSB9BlRBPwR+BYqUtTPbDb/wOZYmaZpHzZ+/RZwFWqpj4VXgHuAz8xm8x9RjtbLUdNma7w8bqG3095kb4NBlS0JHgxDblL7dB3KzqhVboUHlEgqTIPaEqgrbV0o9Z/SVONNPJMEQWgnBoOBBQsWMHPmTJfeT7aJ3pcvX7bmLhUVFdHQ0EB9fb3VVqA5wcHBLcRSbGwsYWFhnflS7fAZ80az2bwZJXYccUHTtHjbfpqm2a0XNJvNg7GvfbYJeEjTNPsiNG0bk5g3Cu6h65D+hJNk7w76FOkNUHbWRiQdaBJKjvALVfYClZdUYndDjefGIgiC4Ab19fUUFxfbJXlbRJMld8kR/v7+PPDAA/Tr188r42rNvNFnRJEvIqJIaDMtojNeSva2CKXL+6HoQOtCyYLBH+JugIm/VxElY+eUDBAEQbBQWVlpF1WybAsLCwkMDOS+++6jb9++Xrm3iKIOIKJI6FboDXA5Db6eBbprjxFAlS+JmNiY0D1ZbcPHiT2AIAhdQkODct/xZmJ2ty7zIQhCGzAYofggGAOg3g1RVFcOBTtVs2AMgIgJTSIpcrL6XgwnBUHwMr6wSk1EkSD0JCpzHCd722EA888haraacitKU9vqfJV/ZEnytlQLMPhB37E2EaVkiJwEJu+EtwVBELoKEUWC0JNwt0Bu+Di1Gm3oLWqfxR6g8GCTSCpKg4pM0Ouh5Khq595quk7YaBuRNBkikyFogHdfnyAIghcRUSQIPYn2Fsi1tQcYfGPT/qp8KDpoH1EqawwhlZ5S7eJ7Tf2DhyqRFDGpKaIUPFRWuwmC0C0QUSQIPQlPF8gNioKYRapZqClpLFViE1G6clIleldcVC3zI/sxRU5SQilykhJLfcdIQrcgCD6HiCJB6Gl4u0BuQDgMuko1C3UVUJzeKJIOqehS8RFoqFY2BbmbVLNgDIDw8U1RpchJqsiuqetM2wRBEEQUCUJPoysK5PoHw4AZqlmoyodvXoGSI1B7RRXNLTmqCug21KgIU1Ga/XVCRzVFkyxiqU+MTL8JgtApiCgShJ5KVxXIbc3de+Q9UHxYRZOKDqlWfk6dW3ZatYx1TdcLGmgTTUpWEaWw0WCUf1+CIHgW+a8iCIJnSX+iMaepqmmfZTXcydVqO/Fp+4TummIoOtw09VZ0CEqOgV4HVXmQ85VqFvyC1PRb5ERlQBk5ESKSvBcJEwShVyCiSBAEz1FTpCJEtoLIlvoKdXzsCnsBExDRMk+pvhqunGi0CTgExYfUtvaKun7hftVsCR7aTChNhLCRythSEAShFUQUCYLgOS6uA1qrp+YHF9e2PrXnF9g4ZTapaZ+uQ/l5FVUqPty0LWus+2xZ/Xbp303n+IdA+AQlkixCKWKCJHULgtACEUWCIHgOdxy16ytUv/ZgMEDocNWG3NS0v/YKFB9tEkpFh1WCd125apd3q2ZL6MiWUaWQYZLULQi9GBFFgiB4DncdtftEe/a+pr4QNUs1C3oDlJ6xjygVHVaRJFAmlGVnIOMDm+uEqyhSxASVo2T5WkqaCEKvQESRIAieo72O2t6gtgTyNquoVMhQZVEQEKnynorS7cVS8VHlqVRbAvnbVbMlJL6ZUEqSFXCC0AORv2hBEDyHpx2124MzS4ADy9TYkla1TOpuqFMlS4oOKxPK4iNqa4kqlZ9XzTZXyRioasg1F0tBg2QKThC6KSKKBEHwLN521G4Ndy0BbDH6Q/hY1fhe0/6aYhVFKjnSGF1qFEx1pSqyVHRQNVsCB9iLpIgJEJ6oDC4FQfBpDLqud/UYfBaz2VwcFhYWvn///tY7C4JgT01R5zlq297zX7HOLQFAeRzdnN3+seg6lF9oiiZZhFKppvKYHGKAsFE2Imk8RIxXDt7G1lbrCYLgKaZMmUJpaWmJpmkRjo5LpEgQBO/QFY7anrQEcIbBAKHxqtkaUNZXQckJe6FUnA5VuYCupudKT0HG+03nWKbgLCIpfLwSTcGDZQpOELoAEUWCIPQcvG0J4Aq/IFWzrV+y/f6qvEaBZIksHVVu3fUVzqfgTH0hbIzyajL1hb5jYNT90HeU58ctCIIVEUWCIPQcusoSwBVBAyH6atUs6A1Qdk4VyC0+2rg9Alc0Vdqk9goU7m3qn/UpnPwj+IVA/+kQmdQUWQofJ0aUguAhRBQJgtBz8CVLAFcYjKr8SNhIGPztpv31NbD/Z3DuDWioaXlefTnkbVTNFotlgHUaLhH6mlX0ShAEtxFRJAhCz8EXLAE6Qn05nH/LsSCyYPCDqLkqsbsyW+1zZBlgMKpE7vDExrylRBuxFOjNVyEI3RYRRYIg9Cy62hKgI7iTKG4MgvhbVaJ49WWVn1TcOP1mmY6rLW509P5Gtcx/NZ1v8FMr4SwiydLCEsAvwJuvThB8HhFFgiD0LAwG5UM0dnnnWwJ0lLYmigf2h4HzVLOg6yqCVHLMph1X29oS0OtV7tIVzb7EicFfuXRbRFKERSyNBqPJ869VEHwQEUWCIPRMusISoKN4IlHcYIDgWNVirmnar+tQmWUvloobt3WlKsH7ygnVMtbZ3hDCzQ4iS6NELAk9DhFFgiAIvoI3E8UNBgiOUy1mUdN+XYeKTDXtdvKPql6crgMWI8r6xkjTcWCtzfUskaVxqvUdq7ZhCeDfp+3jEwQfQESRIAiCr9AVieIGA4QMgdOvQsEuNb3Woo9JlUAxBsKV41BX3iyy9L5tZwgdYS+U+jaWUBHrAMHHEVEkCILgS3RFonhNkbqfs/Ioeq1K2L45W5lJVmQo9+6S40okWb6uLQZ0KDujmu1qOIDgIU1CyVY0Bfbz/GsShHYgokgQBMGX6IpE8baWRwkZplrskqbDug5VOTZiyUY0VeWpPhUZquV8ZX/poIHQt5lQCh8LQdFS7kToVEQUCYIg+CKdmSjuifIoBgP0iVEteoH9serLSizZRpWuHFe5TKBEU1WeymeyxRSuSpz0HaNEUt8xSjSFjgCjvH0JnkeeKkEQhN6Ot8ujBPaHgXNUs6X2CpScbIoqWSJMZWcBXVkIXN6jmi1GU6MxpY1Q6jtGGVNK3pLQAUQUCYIg9Ha6qjyKqS8MmKaaLXWVKofpysnGCNNJ1Uo1lffUUNuU5N2c4MH2QskinGQqTnADEUWCIAi9HV8rj+LfByInqmZLQz1UXLQXSlcav64uUH0qMlXLWW9/rsOpuDGNU3HityQoRBQJgiAI3aM8itEPQoerFned/bGqgpZCqeSEqgnnairO4K+EUV9z0xRcmFltAwdIdKmXYdB1vavH4LOYzebisLCw8P3793f1UARBEDqHmqLuVx7FFXWVUHrKXijZTsW5IiCypVDqa1b5TFInrlsyZcoUSktLSzRNi3B0XCJFgiAIQhPdsTyKK/z7QGSSarboDVB+UdWAK22sBXflpNpWXlJ9aoqUoWXBLvtzDX4QMrxJJFmiTGFmZS8g0aVui4giQRAEofdhMEJovGostj9WW9aY6G0jlEo1uPKNmlbU66HstGpZn9qfawpviiyFNwqlvgkquiTlT3weEUWCIAiCYIspFPpNVs0WvQEqLjUTSo2t4qLqU1sCl/eq1pzgoUoghTU2y9chw8R3yUeQ34IgCIIguIPBqOrEhQyBmGvsj9WVN+Yu2QilKydVxKmuTPWpuKha85VxRhOEjrQXSpavxUqgUxFRJAiCIAgdxT8EIiepZoul/MmVb5RAKv2m6euyM8pzqaG2aeXcpebXDXUslsISICC8k15c70FEkSAIgiB4C9vyJ4Ousj/WUAflF+yFkuVry3RcXRkUpanWnKCBTUIpbLRNGwX+wd5/bT0QEUWCIAiC4Ala2BncolbzOcPoD2EjVYu91v5YXYWKJNmJJU1tqy+rPpaacfnbW167T2wzodTYQkdKwrcLRBQJgiAIQkfQdUh/oqXx5YFlyik8aVXb84L8gyFigmrNqb7cmL9kI5hKT6lW11i/rjJLtbwtLc8PHmIfVbIVTH6BbX75PQkRRYIgCILQEdKfaCyRYmMGaSmue3K12k582nP3C+yv2oAZ9vt1HapymwSSXTvdVMKlIkO13I3NLmyAkKGOI0whw3uFYaWIIkEQBEFoLzVFKkLkzB27vkIdH7vC+87gBoOatusTDQPn2h/TdRU5sggkW8FUdrpx/LrKcSq/0HKFnMEIwcNUZCl0ZGOEaZTyXwod0WOm5EQUCYIgCEJ7ubgO8Gulkx9cXNu1TuEGAwTHqTZovv0xi/9Sc6FUegpKz0BDdaMD+DnV+Lrl9fvE2QilkU2CKWwkmPp2xiv0CCKKBEEQBKG9VOY0TUs5o75C9fNVbP2XohfYH2uoh8rMJoFUdrox0nRaJYLXV6p+lZdUc5TDFDRQCaXQUS2FU0A/n/JhElEkCIIgCO2lT7RKqrbkEDnCL1j1644Y/ZTjdsgwiF5of0zXoTK7mVA6rcRT6SmoK1X9LKvkmteQAzBF2IukqDkQs7jLhJKIIkEQBEFoL0NvUavMXFIPQ5d2ynA6FYMBgmNVGzjP/piuQ3WBvVAqsxFOFluB2mIo3K+ahcX7oP+UTnsZtogoEgRBEIT2EhCplt2fXO14Gs0vGMYs936Sta9hMEBQlGpRM1serylW02/NI0ymvtB3TKcP14KIIkEQBEHoCEmr1La5TxH1ShBZjgtNBERAvxTVfAgRRYIgCILQEQwG5UM0dnkzR+ulvS9C1M3xKVFkNptjgJ8D04EpQCiQqmnaZjfOfQO4w8GhPZqmzXCwXxAEQRA8R0Bk1y67FzqMT4kiwAw8ApwG0oFZbTy/Ariv2b58D4xLEARBEISO0tb6cJ2Mr4miA8AATdMum83mm4B/tfH8Wk3T3vb8sARBEARBaDfeqA/nBXxKFGmaVtrRa5jNZj8g2BPXEgRBEATBA3R2fbh2YuzqAXiYMOAKcMVsNheYzebVZrM5qKsHJQiCIAi9Fmt9OCfO35b6cDXFnTosR/hUpKiDZAN/AA6iCtHcCDwMjAWudXSC2WwubuWa4R4cnyAIgiD0PrpLfTh6kCjSNO1XzXa9YzabM4FfmM3mazRNc1DBThAEQRAEr9KN6sP1GFHkhD8CvwCuxkFZX03TIlyd3BhJkmiRIAiCILSXblQfrqflFNmhaVouUAP06+qxCIIgCEKvZOgtQH0rnXyjPlyPFkVms3kwEIB4FQmCIAhC12CpD+cX7Pi4X7A67gPu391y+sxsNo8E0DTtTOP3QYDJwTL8xxu3X3bi8ARBEARBsKWb1IfzOVFkNpsfa/xybOP2h2azeQ5QrGnaS437NjRu4xu30cBBs9n8f8BJVATsRlQu0Xuapm31+sAFQRAEQXBMN6kP53OiCGju3vTjxu0F4CUcUwx8AiwCfoQSRd8AK4AXPD5CQRAEQRDajo/Xh/M5UaRpWqs+35qmxTf7vhj4oZeGJAiCIAhCL6BHJ1oLgiAIgiC4i4giQRAEQRAERBQJgiAIgiAAIooEQRAEQRAAEUWCIAiCIAiAiCJBEARBEATAB5fk+xh9S0tLmTJlSlePQxAEQRCEDlJaWgrQ19lxEUWuaQCMpaWlV7xw7fDGbYkXrt0TkZ+X+8jPqm3Iz6ttyM/LfeRn1TY64+fVF/Xe7hCDrutevLfgDLPZXAygaVpE146keyA/L/eRn1XbkJ9X25Cfl/vIz6pt+MLPS3KKBEEQBEEQEFEkCIIgCIIAiCgSBEEQBEEARBQJgiAIgiAAIooEQRAEQRAAEUWCIAiCIAiAiCJBEARBEARAfIoEQRAEQRAAiRQJgiAIgiAAIooEQRAEQRAAEUWCIAiCIAiAiCJBEARBEAQA/Lt6AL0Ns9kcCKwCfghE8v/bu/doucryjuPfiCCBaBIQIoIVW+AXLl0Qyy0IVFqRBQRMuFgEBERouZRSS1cQSEAElkkNFzEGQhuNSFSQQrgIyq1pEVAWl3CJ8EghxrZiCIEAqUC4pH88e8pkMmfOCc7M3pP8PmvN2ue8s2f2c/aas+fZz37fd8MjwFkRcWepgVWQpJ2AY4C9gI8Ci4F7gQkR8Z8lhtYTJI0HJgOPRMQOJYdTScVn7CvAbsDawNPAxRExs8SwKknSlsD5wCfIY9cC4Epyf71eZmxlkrQJcCqwC7AjMATYKyLmNFn3QPLztg3wHDADuCAi3uxWvGUbyP6StCFwLHAgMJL833wCuCgiftTJ+Fwp6r6ZwJeAq8gPxtvArZJGlxlURZ0OHATcQe6rK4BPAg9L2rrEuCpP0oeACcD/lh1LVUnaF7iHPOBOBE4jP2sfKTOuKpK0KXA/+UU2lTyGPQh8DfiXEkOrApHHqs2AR/tcKT9vs4EXgFOKn88GLu54hNUykP01GriAPBE+HzgLeBW4RtLETgbnSlEXSdoZOAz4UkRcUrRdCTxOntHvWV50lXQRcHhELKs1SLoaeIz8pzqmpLh6wSTgAfLEZ1i5oVSPpKHkCcplEXFqyeH0giPJz9HuETGvaLtC0mDgMEnHRsQbpUVXrgeBD0bEYkljgev7WG8K8DCwT0S8BSDpZeAMSZdGxFNdibZ8A9lf84AtI2JBrUHSNPKk5QxJUyLi1U4E50pRdx0CvEHdmVVEvEaWUHcvyopWiIh76xOiou0p8h/GlaI+FMn3kcA/lB1LhR1OfsmfDSDp/ZIGlRpRtX2gWC5saP8deUx7q7vhVEdEvBIRi1utI2kb8pLZ9FpCVJhGfg8f3MEQK2Ug+ysi5tcnREXbcrK6NhjYvFPxOSnqrlHAkxGxtKH9fmAQsEPXI+oxxRfXCOD5smOpomL/fBP4bkTMLTmcKvsU8CSwn6T/Al4GXpA0SdJa5YZWSf9eLGdI2l7SRyQdQVZrJ0fE2+WF1hNGFcsH6hsj4rfAf9c9b619qFh27PjvpKi7NgGebdJea/twF2PpVUcAmwLXlB1IRR1FnpFOKDuQituC7Ds0s3gcTJbxTwcuLC2qioqI28h+V3sDc4HfkP0iJ0fEuSWG1itqVwH6Ov772N8PSRsAxwFzImJRp7bjPkXdNRhoNkrjtbrnrQ+SRgLfAn4GfK/kcCpH0vvJvkSTIqLZwdfeMYQcQfXliJhctF0naQhwkqTzI8LVyBXNB+aQyeNiYH/gXEmLIuLyMgPrAbVje1/H//W6GEvPkfQeYBYwFPi7Tm7LSVF3vQq8r0n7unXPWxPFaKofAy8Ch7pc39QEYBnZQd1aq/2v/aChfRZwKLAzcEtXI6owSYcB04Gtiks+kEnke4Apkq6OiBfLi7Dyap+3vo7/Pva39k1gH+CIiHiskxvy5bPuepZ3yqj1am2/bfLcGq8YKXQreZawT0T8ruSQKqfopP/3ZCVthKTNJW1OHnDXKX4fXmKIVVOrpDV2HK797n21opOAB+sSopobgfWB7bsfUk+pfd76Ov772N8HSeeQn7/xEdF4EtN2Toq6ay4wsijR19ulWD7S3XCqT9K6wE3AVsCYiIiSQ6qqEcA65NQO8+seu5Aj9eaT/WUsPVgsN21o36xYdqzPQo8aATTrgL52sfRVh9bmFssd6xslfZj8zM3FViLpZHKyy4sjYko3tumkqLuuJQ8ix9UaihmuvwDc0+QsbI1WjAK6mpzI69CI+HnJIVXZfGBck8c84NfFz1eWFVwF1WbF/WKtoRi5dxw54aU/ayv6FbCjpD9paP8cORy/z0kLDYq5nZ4E/rphdOOJ5AS+/1pKYBUm6a+AS8lL2qd1a7uDli9f3q1tGSDpGmAsOYvp08DRwE7kNOf3lBha5Ui6hJzJ+iZWHm22NCJmdzumXiNpDjDMt/lYmaTvkrfbmQE8RHYc3p8s03+9zNiqRtKewF3kUOip5KzMY4B9gcsj4sQSwyudpNpoz63JObC+TZ6oLImIqcU6Y8jLjXeRJ3vbAX9Lzl10UteDLlF/+6uYa+1u4CWywt04MejtEdF46bstXPLsvqOA84rlcPIMaz8nRE3tUCwPKB71FpATeZm9W8eTQ8uPLh7PACdExPRSo6qgiPgPSbuRlzJOBjYkv8TOAJxA5jG93rHFcgGZRBIRN0s6CDiH7Di8iLyFReNr1wT97a9tyO4AG5EJU6O9WLk/YFu4UmRmZmaG+xSZmZmZAU6KzMzMzAAnRWZmZmaAkyIzMzMzwEmRmZmZGeCkyMzMzAxwUmRmZmYGOCkyMzMzAzyjtZnZakHSNHLm96HAK+T93cZHxLJSAzPrIa4UmZmtHqYCIyPiA8D2xePMckMy6y2uFJlZ5UnaDpgL7BsRtxdtxwDfIW+mPKe04JqQ9Eng34AvRMTMbmwzIn5Z9+sg8u7rWzbE9RmygrRtRDzVjbjMeokrRWbWCy4C7qklRL1O0lRJ/yNpUJvf98uSlgLPkZWiS+qfj4gbgMeAye3crtnqwkmRmVWapNHA3mRi1POKRGgscENEtPWO3BExKSKGkHcZvxx4tslq3wDGSdq2nds2Wx04KTKzqjsJeB64pexA2mQnYFNgdqc2EBFPAI8A32vy9HXA74ETOrV9s17lPkVm1pKkjYCvA2OA4cBCYDrw1XZXOpps+71kVeXmiHhjgK85Czif7Hh8akS8Xdf/6FPAJ4AvAhsDjxbr/FzSnwMXAKOAl4FpEXFew3t/EDgXOBAYQe6LG4GzI2LxAP+sccASss8R7YqtibWBrRobI2KppLuBQ4BTBhiz2RrBSZGZ9ano4HwH+SV+MfAacDzwFWAxmXh00p8BQ4D7+1tR0lpFPCcAZ0TEpCarTQLWIi8hrQOcBtwm6ShgBnAFMAv4LPBVSfMj4qri/YcC9wJbAN8GHiKTlBOBv5C0c0S8MoC/aRxwS5Mk7w+NbRxZfXoJ+FNgAvDTPmK4D9hH0siIeHIAMZutEZwUmVlTktYFbgCCHPX1+6L9+8BvyIpGp5OibYrl061WkjQY+D6wP3B0RFzZx6prAbvW5u6R9Evyb/wRMDoiHijaZwALgJOBq4rXjidHc50cEdPqtj2X3A/jgYn9xLk1IDJhaWdsy4EjyX5X65Adra8DzukjlNr+3BZwUmRWcFJkZn05Bdgc2LuWEAFExLOS5gGbdSGGjYrlCy3W2QC4nRxtdUBE9FUdAbisYTLDu4vlL2pJB0BELJN0P3k5q2YcsIis2NSbTiYf4+gnKSIvBb4G/KSdsUXEy+Tlt4GqXerbeBVeY7bac0drM+vLocB9EfFMk+fWo0hUJM2R9I+NK0haUszX84eo9VlqNXR9JrAbWc1qlRABrPC3RMSLxY/zm6z7IrBh3e8fy5fEmw3v8SbwK+CP+9k2ZOJ0R0QsbXNsq6q2PzvaJ8ys1zgpMrOVSBoO7Ag80OS5DcgE4e7G5zpgUbHcoMU6V5MTFU4sLqO18tYqtreNpM3IfTp7FWPoRGy1/bmo5VpmaxhfPjOzZkaR1YRmFY3DyWPHDwf6ZpLWB75GXj4aDNxF9s15vp+XPl4st2yxzizgTnL4+c2SDqi/3NdGzwCS9N76alExQm4rGio9TYwlKzM3diC2VbVFsXy85VpmaxhXisysmVHF8i/rZ12WJHK4+51kYjNQM4BNivf9I/KGpTMH8LqHySHou7ZaKSJ+CHwO2AO4VdKQVYhtoGaTfZyOa2g/vmi/vp/XjwN+FhFVqM7sCiyMiCg7ELMqcaXIzJr5ODmC6aPAjZJuJfvM/A3Zl+jzEfF23frnSWocUTUU/n+eo88CI2pz+Ug6E1goaXhd35mVRMRbkq4Dxkp6X0S83mLdayW9AVwD/FTSvkUH5Hb5J7Kf1bckfZxM2EaRo/CieL6p4pLjnuQItVIVCeMe5LQCZlbHlSIza2YU+aX/GbIKciE55HsWsFNENN4+YmJEDKt/kPPlQI5gGwQ8VXS+XkJ2TH6drBr15zJgGDl5ZEvFvb0OIuc3uq2Yv6ctIuIlcsTXdGA/4NJieTmwez9zFI0hT0L7qyZ1w8FkR/npZQdiVjWDli/34AMze4ek9cjLWxdGRL+VDUlzyBmnpzS0LyH70TxB3oNr2Lut3Ej6CbB+ROzxbl5fNknXAx+LiB0qEMtDwK8j4qCyYzGrGleKzKzR9uSx4bF2vFlELASuJS87bQwgaWNJh6zC25wGjJb06XbEVIL7gDPLDkLSWGA74PSSQzGrJPcpMrNGtU7Wj7bxPY8lbw3yi+L+Yc8BN5HJUr8iYh49fLyKiD77G3VTRMwmZ7w2syZ8+czMViDpn4FjyMtVy/pZ3cxsteGkyMzMzAz3KTIzMzMDnBSZmZmZAU6KzMzMzAAnRWZmZmaAkyIzMzMzwEmRmZmZGeCkyMzMzAxwUmRmZmYGOCkyMzMzA+D/AGXLF5+SLdGtAAAAAElFTkSuQmCC", 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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -285,7 +287,7 @@ "for i, T in enumerate(Temperatures):\n", " rho = []\n", " for state in states[i]:\n", - " rho.append(state.vapor.partial_density[0] / MOL * METER**3)\n", + " rho.append(state.vapor.partial_density[0] / si.MOL * si.METER**3)\n", " plt.plot(np.array(rho)/1000, gamma[i], label=f\"{T:.1f} K\", color=colors[i])\n", " rho_exp = data[np.isclose(data[:, 0], T, atol=0.001),1] * 1e27 / NA\n", " sur_tens_exp = data[np.isclose(data[:, 0], T, atol=0.001),2]\n", @@ -317,7 +319,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 6/6 [01:09<00:00, 11.54s/it]\n" + "100%|██████████| 6/6 [00:42<00:00, 7.10s/it]\n" ] } ], @@ -354,7 +356,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 69/69 [00:08<00:00, 8.54it/s]\n" + "100%|██████████| 69/69 [00:04<00:00, 14.01it/s]\n" ] } ], @@ -362,7 +364,7 @@ "states = []\n", "for x, s_exp, T in tqdm.tqdm(exp_states):\n", " x_sol = np.array([x, 1-x])\n", - " state = PhaseEquilibrium.bubble_point(eos, T * KELVIN, x_sol)\n", + " state = PhaseEquilibrium.bubble_point(eos, T * si.KELVIN, x_sol)\n", " states.append([state, s_exp, T])" ] }, @@ -376,7 +378,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 69/69 [01:47<00:00, 1.55s/it]\n" + "100%|██████████| 69/69 [01:03<00:00, 1.09it/s]\n" ] } ], @@ -384,7 +386,7 @@ "sft = []\n", "for state, s_exp, T in tqdm.tqdm(states):\n", " sft.append({\n", - " \"dft\": PlanarInterface.from_tanh(state, 1024, 200 * ANGSTROM, cp.temperature).solve().surface_tension / (MILLI * NEWTON / METER), \n", + " \"dft\": PlanarInterface.from_tanh(state, 1024, 200 * si.ANGSTROM, cp.temperature).solve().surface_tension / (si.MILLI * si.NEWTON / si.METER), \n", " \"exp\": s_exp,\n", " \"T\": T}\n", " )" @@ -434,12 +436,14 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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13594118.90874351 242848251.84968129 -279 0.76177235 13029049.15283027 231993906.40142247 +279 0.76177235 13029049.15283027 231993906.40142253 280 0.76415283 12489196.05113900 221657524.89566523 -281 0.76653331 11973358.15204101 211812842.56113353 +281 0.76653331 11973358.15204101 211812842.56113356 282 0.76891378 11480394.83264816 202435004.09797785 -283 0.77129426 11009223.03950914 193500483.91452053 +283 0.77129426 11009223.03950914 193500483.91452056 284 0.77367473 10558814.21347155 184987011.10917488 -285 0.77605521 10128191.38777020 176873498.90160862 +285 0.77605521 10128191.38777020 176873498.90160865 286 0.77843569 9716426.44908372 169139978.23651895 -287 0.78081616 9322637.55193737 161767535.30136272 +287 0.78081616 9322637.55193737 161767535.30136278 288 0.78319664 8945986.67742646 154738252.71616709 289 0.78557712 8585677.32779122 148035154.16916424 -290 0.78795759 8240952.34889532 141642152.28658620 +290 0.78795759 8240952.34889532 141642152.28658617 291 0.79033807 7911091.87314732 135543999.53853700 292 0.79271854 7595411.37586092 129726241.99556012 293 0.79509902 7293259.83847698 124175175.76235440 -294 0.79747950 7004018.01246970 118877805.92613380 -295 0.79985997 6727096.77813423 113821807.86745317 +294 0.79747950 7004018.01246970 118877805.92613378 +295 0.79985997 6727096.77813423 113821807.86745316 296 0.80224045 6461935.59280322 108995490.79094590 297 0.80462092 6208001.02336888 104387763.34242243 -298 0.80700140 5964785.35829418 99988101.18717441 -299 0.80938188 5731805.29458598 95786516.43218808 +298 0.80700140 5964785.35829418 99988101.18717439 +299 0.80938188 5731805.29458598 95786516.43218806 300 0.81176235 5508600.69547302 91773528.78230672 -301 0.81414283 5294733.41478493 87940138.32723607 -302 0.81652330 5089786.18426660 84277799.86270608 -303 0.81890378 4893361.56028496 80778398.65509273 -304 0.82128426 4705080.92659436 77434227.56441587 -305 0.82366473 4524583.55002293 74237965.44587170 +301 0.81414283 5294733.41478493 87940138.32723604 +302 0.81652330 5089786.18426660 84277799.86270609 +303 0.81890378 4893361.56028496 80778398.65509270 +304 0.82128426 4705080.92659436 77434227.56441586 +305 0.82366473 4524583.55002293 74237965.44587168 306 0.82604521 4351525.68612670 71182656.75496863 -307 0.82842569 4185579.73203076 68261692.28593166 -308 0.83080616 4026433.42383931 65468790.97733331 -309 0.83318664 3873789.07614853 62797982.72294232 +307 0.82842569 4185579.73203076 68261692.28593165 +308 0.83080616 4026433.42383931 65468790.97733329 +309 0.83318664 3873789.07614853 62797982.72294231 310 0.83556711 3727362.86133951 60243592.12954447 311 0.83794759 3586884.12646288 57800223.16702496 312 0.84032807 3452094.74565270 55462744.65930381 -313 0.84270854 3322748.50612633 53226276.56781840 +313 0.84270854 3322748.50612633 53226276.56781838 314 0.84508902 3198610.52593806 51086177.02214727 -315 0.84746949 3079456.70175947 49038030.05509386 +315 0.84746949 3079456.70175947 49038030.05509385 316 0.84984997 2965073.18505754 47077634.00209555 317 0.85223045 2855255.88513478 45200990.52721927 -318 0.85461092 2749809.99758227 43404294.24024629 +318 0.85461092 2749809.99758227 43404294.24024630 319 0.85699140 2648549.55677883 41683922.87145193 -320 0.85937187 2551297.01114638 40036427.97266125 +320 0.85937187 2551297.01114638 40036427.97266124 321 0.86175235 2457882.81994437 38458526.11501242 322 0.86413283 2368145.07045434 36947090.55559915 323 0.86651330 2281929.11446977 35499143.34679253 324 0.86889378 2199087.22306735 34111847.86357618 -325 0.87127425 2119478.25869232 32782501.72566663 +325 0.87127425 2119478.25869232 32782501.72566662 326 0.87365473 2042967.36364451 31508530.09253949 327 0.87603521 1969425.66410206 30287479.31075319 328 0.87841568 1898729.98886771 29117010.89415148 -329 0.88079616 1830762.60206699 27994895.81864807 -330 0.88317664 1765410.94907041 26919009.11434671 -331 0.88555711 1702567.41495126 25887324.73874109 +329 0.88079616 1830762.60206699 27994895.81864808 +330 0.88317664 1765410.94907041 26919009.11434670 +331 0.88555711 1702567.41495126 25887324.73874108 332 0.88793759 1642129.09482836 24897910.71566898 333 0.89031806 1583997.57547859 23948924.52556751 334 0.89269854 1528078.72763720 23038608.73340141 @@ -347,10 +347,10 @@ N 5000 342 0.91174235 1150354.35327423 16962305.55703969 343 0.91412282 1110729.97374982 16333083.19287527 344 0.91650330 1072573.52075050 15728820.91312584 -345 0.91888378 1035826.84102768 15148465.09769277 +345 0.91888378 1035826.84102768 15148465.09769276 346 0.92126425 1000434.23290347 14591009.25477412 347 0.92364473 966342.33675440 14055491.79530779 -348 0.92602521 933500.03066020 13540993.91801240 +348 0.92602521 933500.03066020 13540993.91801241 349 0.92840568 901858.33096124 13046637.59925941 350 0.93078616 871370.29748181 12571583.68232382 351 0.93316663 841990.94318859 12115030.06085786 @@ -360,10 +360,10 @@ N 5000 355 0.94268854 734724.22493569 10458978.78185229 356 0.94506901 710276.01146856 10084075.52811442 357 0.94744949 686703.01796524 9723546.96134225 -358 0.94982997 663971.72924728 9376806.41944865 -359 0.95221044 642049.99623101 9043292.61733198 +358 0.94982997 663971.72924728 9376806.41944864 +359 0.95221044 642049.99623101 9043292.61733197 360 0.95459092 620906.97690921 8722468.48771506 -361 0.95697139 600513.08002533 8413820.07771350 +361 0.95697139 600513.08002532 8413820.07771350 362 0.95935187 580839.91131076 8116855.49832127 363 0.96173235 561860.22216262 7831103.92415022 364 0.96411282 543547.86064524 7556114.64090052 @@ -376,7 +376,7 @@ N 5000 371 0.98077616 432059.36797730 5898497.22040035 372 0.98315663 418261.24793493 5695513.45284995 373 0.98553711 404937.37015043 5500004.13312223 -374 0.98791758 392070.29315071 5311676.21043621 +374 0.98791758 392070.29315071 5311676.21043622 375 0.99029806 379643.25845584 5130248.81524585 376 0.99267854 367640.16222357 4955452.72442717 377 0.99505901 356045.52813712 4787029.85118548 @@ -411,7 +411,7 @@ N 5000 406 1.06409282 145390.28136896 1820830.34873483 407 1.06647329 141124.78686099 1763233.08532297 408 1.06885377 136994.06502664 1707586.68810594 -409 1.07123425 132993.55621449 1653820.75673126 +409 1.07123425 132993.55621449 1653820.75673125 410 1.07361472 129118.86512967 1601867.58584539 411 1.07599520 125365.75454920 1551662.05606710 412 1.07837568 121730.13929129 1503141.52960639 diff --git a/examples/saftvrqmie/hydrogen_deuterium_binary.ipynb b/examples/saftvrqmie/hydrogen_deuterium_binary.ipynb index 5782467f9..98677664d 100644 --- a/examples/saftvrqmie/hydrogen_deuterium_binary.ipynb +++ b/examples/saftvrqmie/hydrogen_deuterium_binary.ipynb @@ -17,13 +17,13 @@ "outputs": [], "source": [ "from feos import *\n", - "from feos.si import *\n", "from feos.dft import *\n", "from feos.saftvrqmie import *\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", "from scipy.optimize import least_squares\n", + "import si_units as si\n", "import seaborn as sns\n", "import tqdm\n", "import json\n", @@ -69,7 +69,7 @@ "metadata": {}, "outputs": [], "source": [ - "cp = State.critical_point(eos, np.array([0.5, 0.5]) * MOL, initial_temperature=35*KELVIN)" + "cp = State.critical_point(eos, np.array([0.5, 0.5]) * si.MOL, initial_temperature=35*si.KELVIN)" ] }, { @@ -108,9 +108,9 @@ "metadata": {}, "outputs": [], "source": [ - "dia_18 = PhaseDiagram.binary_vle(eos, 18.88 * KELVIN, npoints=21)\n", - "vle0 = [PhaseEquilibrium.bubble_point(eos, 18.88 * KELVIN, np.array([1e-10, 1-1e-10]))]\n", - "vle1 = [PhaseEquilibrium.bubble_point(eos, 18.88 * KELVIN, np.array([1- 1e-10, 1e-10]))]\n", + "dia_18 = PhaseDiagram.binary_vle(eos, 18.88 * si.KELVIN, npoints=21)\n", + "vle0 = [PhaseEquilibrium.bubble_point(eos, 18.88 * si.KELVIN, np.array([1e-10, 1-1e-10]))]\n", + "vle1 = [PhaseEquilibrium.bubble_point(eos, 18.88 * si.KELVIN, np.array([1- 1e-10, 1e-10]))]\n", "sft_dia_18 = SurfaceTensionDiagram(vle0 + dia_18.states + vle1, n_grid=1024)" ] }, @@ -121,9 +121,9 @@ "metadata": {}, "outputs": [], "source": [ - "dia_20 = PhaseDiagram.binary_vle(eos, 20.44 * KELVIN, npoints=21)\n", - "vle0 = [PhaseEquilibrium.bubble_point(eos, 20.44 * KELVIN, np.array([1e-10, 1-1e-10]))]\n", - "vle1 = [PhaseEquilibrium.bubble_point(eos, 20.44 * KELVIN, np.array([1- 1e-10, 1e-10]))]\n", + "dia_20 = PhaseDiagram.binary_vle(eos, 20.44 * si.KELVIN, npoints=21)\n", + "vle0 = [PhaseEquilibrium.bubble_point(eos, 20.44 * si.KELVIN, np.array([1e-10, 1-1e-10]))]\n", + "vle1 = [PhaseEquilibrium.bubble_point(eos, 20.44 * si.KELVIN, np.array([1- 1e-10, 1e-10]))]\n", "sft_dia_20 = SurfaceTensionDiagram(vle0 + dia_20.states + vle1, n_grid=1024)" ] }, @@ -150,7 +150,7 @@ " for i in range(len(complist[fluid][\"sigma\"])):\n", " sigma[:] += complist[fluid][\"sigma\"][i] * \\\n", " (1-tr[:])**complist[fluid][\"n\"][i]\n", - " return sigma * NEWTON / METER / (MILLI * NEWTON/ METER)\n", + " return sigma * si.NEWTON / si.METER / (si.MILLI * si.NEWTON/ si.METER)\n", "s_h2_20 = surftens_mulero2012(\"hydrogen\", np.array([20.44/33.145]))\n", "s_d2_20 = surftens_mulero2012(\"deuterium\", np.array([20.44/38.34]))\n", "s_h2_18 = surftens_mulero2012(\"hydrogen\", np.array([18.88/33.145]))\n", @@ -165,12 +165,14 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -178,13 +180,13 @@ "plt.figure(figsize=(9, 6))\n", "colors = [\"k\",\"g\",\"r\",\"b\",\"grey\",\"orange\",\"cyan\"]\n", "data_filter = np.isclose(data[:, 1], 20.44, atol=0.2)\n", - "plt.plot(sft_dia_20.liquid.molefracs[:,0]*100, sft_dia_20.surface_tension / (MILLI* NEWTON / METER), label='$T$=20.44 K', color=\"b\")\n", + "plt.plot(sft_dia_20.liquid.molefracs[:,0]*100, sft_dia_20.surface_tension / (si.MILLI* si.NEWTON / si.METER), label='$T$=20.44 K', color=\"b\")\n", "plt.plot(data[data_filter, 0], data[data_filter, 2], linestyle=\"None\", marker=\"o\", color=\"b\")\n", "plt.plot(np.array([0.0]), s_h2_20, linestyle=\"None\", marker=\"*\", color=\"b\")\n", "plt.plot(np.array([100.0]), s_d2_20, linestyle=\"None\", marker=\"*\", color=\"b\")\n", "\n", "data_filter = np.isclose(data[:, 1], 18.88, atol=0.2)\n", - "plt.plot(sft_dia_18.liquid.molefracs[:,0]*100, sft_dia_18.surface_tension / (MILLI* NEWTON / METER), label='$T$=18.88 K', color=\"k\")\n", + "plt.plot(sft_dia_18.liquid.molefracs[:,0]*100, sft_dia_18.surface_tension / (si.MILLI* si.NEWTON / si.METER), label='$T$=18.88 K', color=\"k\")\n", "plt.plot(data[data_filter, 0], data[data_filter, 2], linestyle=\"None\", marker=\"o\", color=\"k\")\n", "plt.plot(np.array([0.0]), s_h2_18, linestyle=\"None\", marker=\"*\", color=\"k\")\n", "plt.plot(np.array([100.0]), s_d2_18, linestyle=\"None\", marker=\"*\", color=\"k\")\n", @@ -215,8 +217,8 @@ " c_D2 = data[i,0]\n", " surftens_exp = data[i,2]\n", " x = np.array([c_D2, 100.0-c_D2])/100.0\n", - " vle = PhaseEquilibrium.bubble_point(eos, T * KELVIN, x)\n", - " cp = State.critical_point(eos, x * MOL, initial_temperature=35.0*KELVIN) #, verbosity=Verbosity.Iter)\n", + " vle = PhaseEquilibrium.bubble_point(eos, T * si.KELVIN, x)\n", + " cp = State.critical_point(eos, x * si.MOL, initial_temperature=35.0*si.KELVIN) #, verbosity=Verbosity.Iter)\n", " states.append([vle, cp, surftens_exp, T])" ] }, @@ -230,7 +232,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 68/68 [01:51<00:00, 1.64s/it]\n" + "100%|██████████| 68/68 [01:03<00:00, 1.08it/s]\n" ] } ], @@ -239,7 +241,7 @@ "for vle, cp, s_exp, T in tqdm.tqdm(states):\n", " try:\n", " sft.append({ \n", - " \"dft\": PlanarInterface.from_tanh(vle, 1024, 200 * ANGSTROM, cp.temperature).solve().surface_tension / (MILLI * NEWTON / METER),\n", + " \"dft\": PlanarInterface.from_tanh(vle, 1024, 200 * si.ANGSTROM, cp.temperature).solve().surface_tension / (si.MILLI * si.NEWTON / si.METER),\n", " \"exp\": s_exp,\n", " \"temp\": T\n", " })\n", @@ -275,7 +277,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 12, @@ -284,12 +286,14 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ - "
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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -339,7 +343,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -353,7 +357,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.6" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/examples/saftvrqmie/hydrogen_fh1_vs_fh2.ipynb b/examples/saftvrqmie/hydrogen_fh1_vs_fh2.ipynb index 6e4698227..723b2d72b 100644 --- a/examples/saftvrqmie/hydrogen_fh1_vs_fh2.ipynb +++ b/examples/saftvrqmie/hydrogen_fh1_vs_fh2.ipynb @@ -11,16 +11,16 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 1, "id": "7f9082f3-e3e2-421b-b09a-a39160a83183", "metadata": {}, "outputs": [], "source": [ "from feos import *\n", - "from feos.si import *\n", "from feos.dft import *\n", "from feos.saftvrqmie import *\n", "import matplotlib.pyplot as plt\n", + "import si_units as si\n", "import numpy as np\n", "import seaborn as sns\n", "import json\n", @@ -40,7 +40,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 2, "id": "b334936e-587b-44d0-a92e-6dacd5f08e73", "metadata": {}, "outputs": [], @@ -61,7 +61,7 @@ " for i in range(len(complist[fluid][\"sigma\"])):\n", " sigma[:] += complist[fluid][\"sigma\"][i] * \\\n", " (1-tr[:])**complist[fluid][\"n\"][i]\n", - " return sigma * NEWTON / METER / (MILLI * NEWTON/ METER)" + " return sigma * si.NEWTON / si.METER / (si.MILLI * si.NEWTON/ si.METER)" ] }, { @@ -74,7 +74,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 3, "id": "4c8f318f-56e0-4a48-b21b-1ecab6bc10a3", "metadata": {}, "outputs": [], @@ -85,12 +85,12 @@ "# First order Feynman-Hibbs corrections\n", "parameters_fh1 = SaftVRQMieParameters.from_json([\"hydrogen\"], \"../../parameters/saftvrqmie/aasen2019.json\")\n", "func_fh1 = HelmholtzEnergyFunctional.saftvrqmie(parameters_fh1)\n", - "state_fh1 = State(func_fh1, temperature=Tnb * KELVIN, pressure=20.0 * BAR)\n", + "state_fh1 = State(func_fh1, temperature=Tnb * si.KELVIN, pressure=20.0 * si.BAR)\n", "model_fh1_tc = State.critical_point(func_fh1).temperature\n", "# Second order Feynman-Hibbs corrections\n", "parameters_fh2 = SaftVRQMieParameters.from_json([\"hydrogen\"], \"../../parameters/saftvrqmie/aasen2019_fh2.json\")\n", "func_fh2 = HelmholtzEnergyFunctional.saftvrqmie(parameters_fh2)\n", - "state_fh2 = State(func_fh2, temperature=Tnb * KELVIN, pressure=20.0 * BAR)\n", + "state_fh2 = State(func_fh2, temperature=Tnb * si.KELVIN, pressure=20.0 * si.BAR)\n", "model_fh2_tc = State.critical_point(func_fh2).temperature" ] }, @@ -104,24 +104,24 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 4, "id": "c284f4b3-af36-4d50-8391-a7e44148b050", "metadata": {}, "outputs": [], "source": [ "# First order Feynman-Hibbs corrections\n", - "dia_fh1 = PhaseDiagram.pure(func_fh1, Tnb * KELVIN, npoints=50)\n", - "sft_dia_fh1 = SurfaceTensionDiagram(dia_fh1.states, n_grid=1024, l_grid=200 * ANGSTROM , critical_temperature=model_fh1_tc)\n", - "surf_tens_fh1 = sft_dia_fh1.surface_tension / (MILLI* NEWTON / METER)\n", + "dia_fh1 = PhaseDiagram.pure(func_fh1, Tnb * si.KELVIN, npoints=50)\n", + "sft_dia_fh1 = SurfaceTensionDiagram(dia_fh1.states, n_grid=1024, l_grid=200 * si.ANGSTROM , critical_temperature=model_fh1_tc)\n", + "surf_tens_fh1 = sft_dia_fh1.surface_tension / (si.MILLI* si.NEWTON / si.METER)\n", "# Second order Feynman-Hibbs corrections\n", - "dia_fh2 = PhaseDiagram.pure(func_fh2, Tnb * KELVIN, npoints=50)\n", - "sft_dia_fh2 = SurfaceTensionDiagram(dia_fh2.states, n_grid=1024, l_grid=200 * ANGSTROM , critical_temperature=model_fh2_tc)\n", - "surf_tens_fh2 = sft_dia_fh2.surface_tension / (MILLI* NEWTON / METER)" + "dia_fh2 = PhaseDiagram.pure(func_fh2, Tnb * si.KELVIN, npoints=50)\n", + "sft_dia_fh2 = SurfaceTensionDiagram(dia_fh2.states, n_grid=1024, l_grid=200 * si.ANGSTROM , critical_temperature=model_fh2_tc)\n", + "surf_tens_fh2 = sft_dia_fh2.surface_tension / (si.MILLI* si.NEWTON / si.METER)" ] }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 5, "id": "4e69ad65-f86a-432a-8c1b-b6a2378ff9ec", "metadata": {}, "outputs": [], @@ -132,26 +132,28 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 6, "id": "0247cea8-f6cd-436f-9e98-7dc14130e5ec", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 1)\n", "ax.plot(tr * Tc, s_corr, color='tab:red', label=\"Mulero et al. (2012)\", ls=\"--\")\n", - "ax.plot(dia_fh1.liquid.temperature/KELVIN, surf_tens_fh1, color='tab:blue', label='FH1-DFT')\n", - "ax.plot(dia_fh2.liquid.temperature/KELVIN, surf_tens_fh2, color='tab:green', label='FH2-DFT')\n", + "ax.plot(dia_fh1.liquid.temperature/si.KELVIN, surf_tens_fh1, color='tab:blue', label='FH1-DFT')\n", + "ax.plot(dia_fh2.liquid.temperature/si.KELVIN, surf_tens_fh2, color='tab:green', label='FH2-DFT')\n", "ax.set_xlim([19.5, 34.0])\n", "ax.set_ylim([-0.1, 2.2])\n", "ax.set_xlabel(r'$T$ (K)')\n", @@ -162,7 +164,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -176,7 +178,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.6" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/examples/saftvrqmie/hydrogen_helium_binary.ipynb b/examples/saftvrqmie/hydrogen_helium_binary.ipynb index 08ba088ee..ba887a53a 100644 --- a/examples/saftvrqmie/hydrogen_helium_binary.ipynb +++ b/examples/saftvrqmie/hydrogen_helium_binary.ipynb @@ -17,11 +17,11 @@ "outputs": [], "source": [ "from feos import *\n", - "from feos.si import *\n", "from feos.dft import *\n", "from feos.saftvrqmie import *\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", + "import si_units as si\n", "import pandas as pd\n", "from scipy.optimize import fsolve\n", "import seaborn as sns\n", @@ -69,7 +69,7 @@ "metadata": {}, "outputs": [], "source": [ - "cp = State.critical_point(eos, np.array([0.5, 0.5]) * MOL, initial_temperature=35*KELVIN)" + "cp = State.critical_point(eos, np.array([0.5, 0.5]) * si.MOL, initial_temperature=35*si.KELVIN)" ] }, { @@ -90,8 +90,8 @@ "def density_error(x_he, T, eos, rho_he_spec):\n", " \"\"\"Evaluate relative error in partial density for helium\"\"\"\n", " x = np.array([x_he[0]/1000, 1-x_he[0]/1000])\n", - " vle_guess = PhaseEquilibrium.bubble_point(eos, T * KELVIN, x)\n", - " rho_he = vle_guess.vapor.partial_density[0] / MOL * METER**3\n", + " vle_guess = PhaseEquilibrium.bubble_point(eos, T * si.KELVIN, x)\n", + " rho_he = vle_guess.vapor.partial_density[0] / si.MOL * si.METER**3\n", " error = (rho_he_spec - rho_he)/rho_he_spec\n", " return error\n", "\n", @@ -110,7 +110,7 @@ " for i in range(2,len(param)):\n", " exponent += param[i]*tr**(i-1)\n", " sigma = A*(1-tr)**exponent\n", - " return sigma * NEWTON / METER / (MILLI * NEWTON/ METER)" + " return sigma * si.NEWTON / si.METER / (si.MILLI * si.NEWTON/ si.METER)" ] }, { @@ -142,7 +142,7 @@ "id": "20a21ba7-3bcc-4e1c-b3c0-a4873c8cdb57", "metadata": {}, "source": [ - "# Polynomial $x_\\rm{He}(\\rho_\\rm{He}) \\times 1000$ along Pxy curve" + "# Polynomial $x_{\\rm{He}}(\\rho_{\\rm{He}}) \\times 1000$ along Pxy curve" ] }, { @@ -177,7 +177,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 4/4 [00:04<00:00, 1.01s/it]\n" + "100%|██████████| 4/4 [00:02<00:00, 1.34it/s]\n" ] } ], @@ -210,7 +210,14 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 4/4 [00:11<00:00, 2.94s/it]\n" + " 0%| | 0/4 [00:00" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -280,7 +289,7 @@ "for i, T in enumerate(Temperatures):\n", " rho = []\n", " for state in states[i]:\n", - " rho.append(state.vapor.partial_density[0] / MOL * METER**3)\n", + " rho.append(state.vapor.partial_density[0] / si.MOL * si.METER**3)\n", " plt.plot(np.array(rho)/1000, gamma[i], label=f\"{T:.2f} K\", color=colors[i])\n", " rho_exp = data[np.isclose(data[:, 0], T, atol=0.001),1] / mw_he * 1e6\n", " sur_tens_exp = data[np.isclose(data[:, 0], T, atol=0.001),2]\n", @@ -312,7 +321,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 4/4 [00:38<00:00, 9.61s/it]\n" + "100%|██████████| 4/4 [00:22<00:00, 5.58s/it]\n" ] } ], @@ -349,7 +358,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 32/32 [00:05<00:00, 6.26it/s]\n" + "100%|██████████| 32/32 [00:02<00:00, 11.77it/s]\n" ] } ], @@ -357,7 +366,7 @@ "states = []\n", "for x, s_exp, T in tqdm.tqdm(exp_states):\n", " x_sol = np.array([x, 1-x])\n", - " state = PhaseEquilibrium.bubble_point(eos, T * KELVIN, x_sol)\n", + " state = PhaseEquilibrium.bubble_point(eos, T * si.KELVIN, x_sol)\n", " states.append([state, s_exp, T])" ] }, @@ -371,7 +380,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 32/32 [01:18<00:00, 2.46s/it]\n" + "100%|██████████| 32/32 [00:28<00:00, 1.11it/s]\n" ] } ], @@ -379,7 +388,7 @@ "sft = []\n", "for state, s_exp, T in tqdm.tqdm(states):\n", " sft.append({\n", - " \"dft\": PlanarInterface.from_tanh(state, 1024, 200 * ANGSTROM, cp.temperature).solve().surface_tension / (MILLI * NEWTON / METER), \n", + " \"dft\": PlanarInterface.from_tanh(state, 1024, 200 * si.ANGSTROM, cp.temperature).solve().surface_tension / (si.MILLI * si.NEWTON / si.METER), \n", " \"exp\": s_exp,\n", " \"T\": T}\n", " )" @@ -429,12 +438,14 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ - "
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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -456,19 +467,11 @@ "plt.ylim(1, smax)\n", "leg = plt.legend(loc='best', ncol=2, frameon=False)" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "673f643f-2c2e-4b70-a0d3-7a5ec42b22b5", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -482,7 +485,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.6" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/examples/saftvrqmie/hydrogen_neon_binary.ipynb b/examples/saftvrqmie/hydrogen_neon_binary.ipynb index 2eb1c7acc..ba8413b50 100644 --- a/examples/saftvrqmie/hydrogen_neon_binary.ipynb +++ b/examples/saftvrqmie/hydrogen_neon_binary.ipynb @@ -17,10 +17,10 @@ "outputs": [], "source": [ "from feos import *\n", - "from feos.si import *\n", "from feos.dft import *\n", "from feos.saftvrqmie import *\n", "import matplotlib.pyplot as plt\n", + "import si_units as si\n", "import numpy as np\n", "import pandas as pd\n", "import seaborn as sns\n", @@ -85,7 +85,7 @@ " for i in range(len(complist[fluid][\"sigma\"])):\n", " sigma[:] += complist[fluid][\"sigma\"][i] * \\\n", " (1-tr[:])**complist[fluid][\"n\"][i]\n", - " return sigma * NEWTON / METER / (MILLI * NEWTON/ METER)" + " return sigma * si.NEWTON / si.METER / (si.MILLI * si.NEWTON/ si.METER)" ] }, { @@ -110,24 +110,24 @@ "# (Triple point composition is calculated using SAFT-VRQ Mie EoS)\n", "neon_h2_data = {}\n", "#\n", - "neon_h2_data[\"24.59\"] = {\"P\": np.array([1.91, 2.03, 2.52, 2.50]) * 1.01325 * BAR,\n", + "neon_h2_data[\"24.59\"] = {\"P\": np.array([1.91, 2.03, 2.52, 2.50]) * 1.01325 * si.BAR,\n", " \"x_H2\": np.array([1.44, 1.57, 2.16, 2.13]) * 0.01,\n", - " \"sigma\": np.array([4.09, 3.70, 3.30, 3.13]) * MILLI * NEWTON / METER,\n", + " \"sigma\": np.array([4.09, 3.70, 3.30, 3.13]) * si.MILLI * si.NEWTON / si.METER,\n", " \"x_triple\": np.array([0.03107854, 0.96892146])}\n", "#\n", - "neon_h2_data[\"26.33\"] = {\"P\": np.array([2.06, 2.49, 3.31, 3.99]) * 1.01325 * BAR, \n", + "neon_h2_data[\"26.33\"] = {\"P\": np.array([2.06, 2.49, 3.31, 3.99]) * 1.01325 * si.BAR, \n", " \"x_H2\": np.array([1.22, 1.71, 2.83, 4.11]) * 0.01,\n", - " \"sigma\": np.array([4.15, 3.63, 2.98, 2.45]) * MILLI * NEWTON / METER,\n", + " \"sigma\": np.array([4.15, 3.63, 2.98, 2.45]) * si.MILLI * si.NEWTON / si.METER,\n", " \"x_triple\": np.array([0.05122161, 0.94877839])}\n", "#\n", - "neon_h2_data[\"27.15\"] = {\"P\": np.array([2.49, 3.38, 4.09, 4.93]) * 1.01325 * BAR, \n", + "neon_h2_data[\"27.15\"] = {\"P\": np.array([2.49, 3.38, 4.09, 4.93]) * 1.01325 * si.BAR, \n", " \"x_H2\": np.array([1.58, 2.73, 3.84, 5.88]) * 0.01,\n", - " \"sigma\": np.array([3.75, 3.00, 2.60, 1.83]) * MILLI * NEWTON / METER,\n", + " \"sigma\": np.array([3.75, 3.00, 2.60, 1.83]) * si.MILLI * si.NEWTON / si.METER,\n", " \"x_triple\": np.array([0.06421055, 0.93578945])}\n", "#\n", - "neon_h2_data[\"29.00\"] = {\"P\": np.array([2.80, 3.36, 3.77, 4.89, 5.90]) * 1.01325 * BAR,\n", + "neon_h2_data[\"29.00\"] = {\"P\": np.array([2.80, 3.36, 3.77, 4.89, 5.90]) * 1.01325 * si.BAR,\n", " \"x_H2\": np.array([1.20, 1.94, 2.54, 4.48, 7.38]) * 0.01,\n", - " \"sigma\": np.array([3.51, 3.22, 3.00, 2.37, 1.73]) * MILLI * NEWTON / METER,\n", + " \"sigma\": np.array([3.51, 3.22, 3.00, 2.37, 1.73]) * si.MILLI * si.NEWTON / si.METER,\n", " \"x_triple\": np.array([0.10680614, 0.89319386])}\n", "#\n", "colors = [\"k\",\"g\",\"r\",\"b\",\"grey\",\"orange\",\"cyan\"]\n", @@ -154,7 +154,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 4/4 [00:01<00:00, 2.17it/s]\n" + "100%|██████████| 4/4 [00:01<00:00, 3.02it/s]\n" ] } ], @@ -166,8 +166,8 @@ " for iP, P in enumerate(neon_h2_data[key][\"P\"]):\n", " x_h2 = neon_h2_data[key][\"x_H2\"][iP]\n", " x = np.array([x_h2, 1.0-x_h2])\n", - " vle = PhaseEquilibrium.bubble_point(eos, T * KELVIN, x)\n", - " cp = State.critical_point(eos, x * MOL, initial_temperature=40.0*KELVIN)\n", + " vle = PhaseEquilibrium.bubble_point(eos, T * si.KELVIN, x)\n", + " cp = State.critical_point(eos, x * si.MOL, initial_temperature=40.0*si.KELVIN)\n", " states_T.append([vle, cp, neon_h2_data[key][\"sigma\"][iP], x_h2, T])\n", " states_per_T.append(states_T)" ] @@ -182,7 +182,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 4/4 [00:31<00:00, 7.83s/it]\n" + "100%|██████████| 4/4 [00:21<00:00, 5.42s/it]\n" ] } ], @@ -194,8 +194,8 @@ " for vle, cp, s_exp, x_h2, T in state_T:\n", " try:\n", " sft_T.append({ \n", - " \"dft\": PlanarInterface.from_tanh(vle, 1024, 200 * ANGSTROM, cp.temperature).solve().surface_tension / (MILLI * NEWTON / METER),\n", - " \"exp\": s_exp / (MILLI * NEWTON / METER),\n", + " \"dft\": PlanarInterface.from_tanh(vle, 1024, 200 * si.ANGSTROM, cp.temperature).solve().surface_tension / (si.MILLI * si.NEWTON / si.METER),\n", + " \"exp\": s_exp / (si.MILLI * si.NEWTON / si.METER),\n", " \"x_h2\": x_h2,\n", " \"T\": T\n", " })\n", @@ -250,12 +250,14 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ - "
" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -295,7 +297,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 4/4 [01:53<00:00, 28.36s/it]\n" + "100%|██████████| 4/4 [01:16<00:00, 19.06s/it]\n" ] } ], @@ -309,11 +311,11 @@ " x_h2 = np.linspace(1.0e-8, x_T[0]-1.0e-3, ceil(x_T[0]/0.005))\n", " for x in x_h2:\n", " z = np.array([x, 1.0-x])\n", - " vle = PhaseEquilibrium.bubble_point(eos, T * KELVIN, z)\n", - " cp = State.critical_point(eos, z * MOL, initial_temperature=40.0*KELVIN)\n", + " vle = PhaseEquilibrium.bubble_point(eos, T * si.KELVIN, z)\n", + " cp = State.critical_point(eos, z * si.MOL, initial_temperature=40.0*si.KELVIN)\n", " try:\n", " dft_sft_T.append({ \n", - " \"dft\": PlanarInterface.from_tanh(vle, 1024, 200 * ANGSTROM, cp.temperature).solve().surface_tension / (MILLI * NEWTON / METER),\n", + " \"dft\": PlanarInterface.from_tanh(vle, 1024, 200 * si.ANGSTROM, cp.temperature).solve().surface_tension / (si.MILLI * si.NEWTON / si.METER),\n", " \"x_h2\": x\n", " })\n", " except Exception as e:\n", @@ -333,12 +335,14 @@ "outputs": [ { "data": { - "image/png": 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\n", 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"text/plain": [ - "
" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -365,19 +369,11 @@ "plt.xlabel(r'$x_{\\rm{H_2}}$')\n", "leg = plt.legend(loc='best', ncol=2, frameon=False)" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "30b706db-d959-479c-8db2-167fe40848ce", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -391,7 +387,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.6" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/examples/saftvrqmie/neon_32K.table b/examples/saftvrqmie/neon_32K.table index 050e90e82..980222269 100644 --- a/examples/saftvrqmie/neon_32K.table +++ b/examples/saftvrqmie/neon_32K.table @@ -4,329 +4,329 @@ FH1_neon N 5000 1 0.10000000 155306043023154610176.00000000 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6664018.65812685 117634848.75545141 +297 0.80462092 6664018.65812685 117634848.75545143 298 0.80700140 6390216.64710859 112446570.25064817 -299 0.80938188 6128472.33863542 107502267.14946894 -300 0.81176235 5878219.57943935 102789762.71294968 -301 0.81414283 5638920.43068317 98297522.68327101 +299 0.80938188 6128472.33863542 107502267.14946893 +300 0.81176235 5878219.57943935 102789762.71294966 +301 0.81414283 5638920.43068317 98297522.68327102 302 0.81652330 5410063.68148335 94014619.57071373 -303 0.81890378 5191163.44493902 89930699.02557354 -304 0.82128426 4981757.83185777 86035948.16754538 +303 0.81890378 5191163.44493902 89930699.02557357 +304 0.82128426 4981757.83185777 86035948.16754536 305 0.82366473 4781407.69766165 82321065.75322556 306 0.82604521 4589695.45823258 78777234.06999029 307 0.82842569 4406223.97071341 75396092.45160474 308 0.83080616 4230615.47552199 72169712.31754243 -309 0.83318664 4062510.59606162 69090573.64418951 -310 0.83556711 3901567.39282289 66151542.78188710 +309 0.83318664 4062510.59606162 69090573.64418949 +310 0.83556711 3901567.39282289 66151542.78188709 311 0.83794759 3747460.46877015 63345851.53717291 312 0.84032807 3599880.12309177 60667077.44462607 313 0.84270854 3458531.55056757 58109125.15744526 314 0.84508902 3323134.08397042 55666208.89029790 315 0.84746949 3193420.47707191 53332835.85210834 316 0.84984997 3069136.22596602 51103790.61030693 -317 0.85223045 2950038.92655934 48974120.33167583 +317 0.85223045 2950038.92655934 48974120.33167582 318 0.85461092 2835897.66620329 46939120.84830391 319 0.85699140 2726492.44756199 44994323.50032151 320 0.85937187 2621613.64292152 43135482.71004695 321 0.86175235 2521061.47725056 41358564.24494436 322 0.86413283 2424645.53842085 39659734.12938729 323 0.86651330 2332184.31308824 38035348.16764826 -324 0.86889378 2243504.74682163 36481942.04281230 +324 0.86889378 2243504.74682163 36481942.04281229 325 0.87127425 2158441.82714901 34996221.95844255 326 0.87365473 2076838.18826573 33575055.79182182 327 0.87603521 1998543.73622270 32215464.72946784 @@ -337,11 +337,11 @@ N 5000 332 0.88793759 1651921.73712587 26246647.68325745 333 0.89031806 1590695.09702044 25201592.88698239 334 0.89269854 1531902.92772106 24200940.81945706 -335 0.89507902 1475441.93426389 23242687.51602317 +335 0.89507902 1475441.93426389 23242687.51602316 336 0.89745949 1421213.47720662 22324924.69604483 -337 0.89983997 1369123.35063971 21445834.94644535 -338 0.90222044 1319081.57135689 20603687.16004657 -339 0.90460092 1271002.17859545 19796832.21458271 +337 0.89983997 1369123.35063971 21445834.94644536 +338 0.90222044 1319081.57135689 20603687.16004656 +339 0.90460092 1271002.17859545 19796832.21458270 340 0.90698140 1224803.04378931 19023698.87908141 341 0.90936187 1180405.68980876 18282789.93507164 342 0.91174235 1137735.11918970 17572678.50080294 @@ -374,14 +374,14 @@ N 5000 369 0.97601520 436934.17000890 6274304.03031570 370 0.97839568 422269.53043318 6047941.97690004 371 0.98077616 408133.28774093 5830300.98715492 -372 0.98315663 394505.10989155 5621023.90670277 +372 0.98315663 394505.10989155 5621023.90670278 373 0.98553711 381365.49646722 5419769.06600282 374 0.98791758 368695.74266161 5226209.57211987 375 0.99029806 356477.90491347 5040032.63455684 376 0.99267854 344694.76810628 4860938.92343286 377 0.99505901 333329.81425890 4688641.95837952 378 0.99743949 322367.19263589 4522867.52661368 -379 0.99981996 311791.69120978 4363353.12872583 +379 0.99981996 311791.69120978 4363353.12872582 380 1.00220044 301588.70941110 4209847.45079981 381 1.00458092 291744.23210489 4062109.86155189 382 1.00696139 282244.80473585 3919909.93324554 @@ -389,7 +389,7 @@ N 5000 384 1.01172234 264229.94309729 3651249.64879624 385 1.01410282 255690.19419532 3524375.45285603 386 1.01648330 247446.82358982 3402210.42849617 -387 1.01886377 239488.84398387 3284568.73239720 +387 1.01886377 239488.84398387 3284568.73239719 388 1.02124425 231805.70116266 3171272.28764633 389 1.02362472 224387.25591665 3062150.44127531 390 1.02600520 217223.76676078 2957039.63768180 diff --git a/examples/saftvrqmie/quantum_fluid_dft.ipynb b/examples/saftvrqmie/quantum_fluid_dft.ipynb index c14e77e45..3998425fd 100644 --- a/examples/saftvrqmie/quantum_fluid_dft.ipynb +++ b/examples/saftvrqmie/quantum_fluid_dft.ipynb @@ -17,10 +17,10 @@ "outputs": [], "source": [ "from feos import *\n", - "from feos.si import *\n", "from feos.dft import *\n", "from feos.saftvrqmie import *\n", "import matplotlib.pyplot as plt\n", + "import si_units as si\n", "import numpy as np\n", "import seaborn as sns\n", "import json\n", @@ -61,7 +61,7 @@ " for i in range(len(complist[fluid][\"sigma\"])):\n", " sigma[:] += complist[fluid][\"sigma\"][i] * \\\n", " (1-tr[:])**complist[fluid][\"n\"][i]\n", - " return sigma * NEWTON / METER / (MILLI * NEWTON/ METER) " + " return sigma * si.NEWTON / si.METER / (si.MILLI * si.NEWTON/ si.METER) " ] }, { @@ -86,7 +86,7 @@ " for i in range(2,len(param)):\n", " exponent += param[i]*tr**(i-1)\n", " sigma = A*(1-tr)**exponent\n", - " return sigma * NEWTON / METER / (MILLI * NEWTON/ METER)" + " return sigma * si.NEWTON / si.METER / (si.MILLI * si.NEWTON/ si.METER)" ] }, { @@ -158,7 +158,7 @@ "func = HelmholtzEnergyFunctional.saftvrqmie(parameters)\n", "Tc = fluid_param[substance][\"Tc\"]\n", "Tnb = fluid_param[substance][\"Tnb\"]\n", - "state = State(func, temperature=Tnb * KELVIN, pressure=20.0 * BAR)\n", + "state = State(func, temperature=Tnb * si.KELVIN, pressure=20.0 * si.BAR)\n", "model_tc = State.critical_point(func).temperature" ] }, @@ -177,9 +177,9 @@ "metadata": {}, "outputs": [], "source": [ - "dia = PhaseDiagram.pure(func, Tnb * KELVIN, npoints=50)\n", - "sft_dia = SurfaceTensionDiagram(dia.states, n_grid=1024, l_grid=200 * ANGSTROM , critical_temperature=model_tc)\n", - "surf_tens = sft_dia.surface_tension / (MILLI* NEWTON / METER)" + "dia = PhaseDiagram.pure(func, Tnb * si.KELVIN, npoints=50)\n", + "sft_dia = SurfaceTensionDiagram(dia.states, n_grid=1024, l_grid=200 * si.ANGSTROM , critical_temperature=model_tc)\n", + "surf_tens = sft_dia.surface_tension / (si.MILLI* si.NEWTON / si.METER)" ] }, { @@ -206,19 +206,21 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ - "
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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 1)\n", "ax.plot(tr * Tc, s_corr, color='tab:red', label=corr_label, ls=\"--\")\n", - "ax.plot(dia.liquid.temperature/KELVIN, surf_tens, color='tab:blue', label='DFT')\n", + "ax.plot(dia.liquid.temperature/si.KELVIN, surf_tens, color='tab:blue', label='DFT')\n", "xlim = fluid_param[substance][\"xlim\"]\n", "ylim = fluid_param[substance][\"ylim\"]\n", "ax.set_xlim(xlim)\n", @@ -251,7 +253,7 @@ } ], "source": [ - "tr_mad = dia.liquid.temperature / Tc / KELVIN\n", + "tr_mad = dia.liquid.temperature / Tc / si.KELVIN\n", "tr_filer_mad = np.less_equal(tr_mad, 0.95)\n", "trx_mad = tr_mad[tr_filer_mad]\n", "if fluid_param[substance][\"param\"] is None:\n", @@ -266,7 +268,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -280,7 +282,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.6" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/examples/saftvrqmie/radial_distribution_function.ipynb b/examples/saftvrqmie/radial_distribution_function.ipynb index 3ec1068cd..d5c2bc9fb 100644 --- a/examples/saftvrqmie/radial_distribution_function.ipynb +++ b/examples/saftvrqmie/radial_distribution_function.ipynb @@ -5,22 +5,13 @@ "execution_count": 1, "id": "66146e02-48f2-4b2d-b2e3-50bda5cf345f", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/bauer/opt/anaconda3/lib/python3.9/site-packages/scipy/__init__.py:146: UserWarning: A NumPy version >=1.16.5 and <1.23.0 is required for this version of SciPy (detected version 1.26.0\n", - " warnings.warn(f\"A NumPy version >={np_minversion} and <{np_maxversion}\"\n" - ] - } - ], + "outputs": [], "source": [ "from feos import *\n", - "from feos.si import *\n", "from feos.dft import *\n", "from feos.saftvrqmie import *\n", "\n", + "import si_units as si\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", @@ -100,6 +91,8 @@ "\tm=[1, 1]\n", "\tsigma=[3.0087, 2.7778]\n", "\tepsilon_k=[39.2388, 37.501]\n", + "\tlr=[11, 13]\n", + "\tla=[7, 6]\n", "\tk_ij=\n", "[[0, 0.13],\n", " [0.13, 0]]\n", @@ -123,7 +116,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 3, "id": "7a677dd4-9271-4b12-bbb8-fe3f3825f2c3", "metadata": {}, "outputs": [ @@ -136,7 +129,7 @@ " [0., 0.]]))" ] }, - "execution_count": 5, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -161,7 +154,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 4, "id": "1ad06f2f-3190-4d10-897b-8f1b359602b6", "metadata": {}, "outputs": [], @@ -186,29 +179,31 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "id": "9e2b7efd-fb69-4275-b168-df0c4dfbddfd", "metadata": {}, "outputs": [], "source": [ - "temperature = 32 * KELVIN\n", + "temperature = 32 * si.KELVIN\n", "dia = PhaseDiagram.binary_vle(functional, temperature, npoints=50)" ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 6, "id": "1c41dbca-fdd1-478b-bb2a-944ef77b801c", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", "text/plain": [ - "
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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -219,8 +214,8 @@ " parameters.pure_records[1].identifier.name,\n", " temperature))\n", "\n", - "plt.plot(dia.liquid.molefracs[:, 0], dia.liquid.pressure / BAR, label=\"liquid\")\n", - "plt.plot(dia.vapor.molefracs[:, 0], dia.vapor.pressure / BAR, label=\"vapor\")\n", + "plt.plot(dia.liquid.molefracs[:, 0], dia.liquid.pressure / si.BAR, label=\"liquid\")\n", + "plt.plot(dia.vapor.molefracs[:, 0], dia.vapor.pressure / si.BAR, label=\"vapor\")\n", "plt.xlim(0, 1.0)\n", "plt.ylim(3, 9)\n", "plt.xlabel(r\"$x_0$\")\n", @@ -247,19 +242,19 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 7, "id": "739c6bf6-bbaf-44fb-a75e-a828a35fc5ba", "metadata": {}, "outputs": [], "source": [ - "pressure = 8 * BAR\n", + "pressure = 8 * si.BAR\n", "x0 = 0.2\n", "molefracs = np.array([x0, 1-x0])" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 8, "id": "97413ca2-802d-48ec-857f-5c6805c74394", "metadata": {}, "outputs": [ @@ -272,7 +267,7 @@ "812.9908034253755 kg/m³" ] }, - "execution_count": 10, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -297,12 +292,12 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 9, "id": "3b074123-73bc-4fce-94d1-60ae739afaf6", "metadata": {}, "outputs": [], "source": [ - "parameters.lammps_tables(temperature, 5000, 0.1 * ANGSTROM, 12.0 * ANGSTROM)" + "parameters.lammps_tables(temperature, 5000, 0.1 * si.ANGSTROM, 12.0 * si.ANGSTROM)" ] }, { @@ -382,10 +377,18 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 10, "id": "61208cab-04c8-408c-a1d1-c97db8701577", "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_2488791/3543885588.py:1: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\\s+'`` instead\n", + " simulation = pd.read_csv(\n" + ] + }, { "data": { "text/html": [ @@ -498,7 +501,7 @@ "4 5 0.108 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0" ] }, - "execution_count": 12, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -530,7 +533,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 11, "id": "1d0d0f49-be2b-4784-a630-9c2343768a63", "metadata": {}, "outputs": [], @@ -540,11 +543,11 @@ "\n", "state = State(functional, temperature, pressure=pressure, molefracs=molefracs)\n", "\n", - "rdf0_additive = PairCorrelation(state_additive, 0, 1024, 12 * ANGSTROM).solve()\n", - "rdf1_additive = PairCorrelation(state_additive, 1, 1024, 12 * ANGSTROM).solve()\n", + "rdf0_additive = PairCorrelation(state_additive, 0, 1024, 12 * si.ANGSTROM).solve()\n", + "rdf1_additive = PairCorrelation(state_additive, 1, 1024, 12 * si.ANGSTROM).solve()\n", "\n", - "rdf0 = PairCorrelation(state, 0, 1024, 12 * ANGSTROM).solve()\n", - "rdf1 = PairCorrelation(state, 1, 1024, 12 * ANGSTROM).solve()" + "rdf0 = PairCorrelation(state, 0, 1024, 12 * si.ANGSTROM).solve()\n", + "rdf1 = PairCorrelation(state, 1, 1024, 12 * si.ANGSTROM).solve()" ] }, { @@ -557,33 +560,35 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 12, "id": "d3b96038-d595-4d36-9823-f15458766bfc", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(13, 7))\n", - "plt.plot(rdf0_additive.r / ANGSTROM, rdf0_additive.pair_correlation_function[0], color=colors[0], linestyle='dashed', label=r\"$g_{00}$ (DFT)\")\n", - "plt.plot(rdf0.r / ANGSTROM, rdf0.pair_correlation_function[0], color=colors[0], linestyle='dotted', label=r\"$g_{00}$ (DFT, nonadditive)\")\n", + "plt.plot(rdf0_additive.r / si.ANGSTROM, rdf0_additive.pair_correlation_function[0], color=colors[0], linestyle='dashed', label=r\"$g_{00}$ (DFT)\")\n", + "plt.plot(rdf0.r / si.ANGSTROM, rdf0.pair_correlation_function[0], color=colors[0], linestyle='dotted', label=r\"$g_{00}$ (DFT, nonadditive)\")\n", "plt.plot(simulation.r, simulation.g11, color=colors[0], label=r\"$g_{00}$ (MD)\")\n", "\n", - "plt.plot(rdf1_additive.r / ANGSTROM, rdf1_additive.pair_correlation_function[1], color=colors[1], linestyle='dashed', label=r\"$g_{11}$ (DFT)\")\n", - "plt.plot(rdf1.r / ANGSTROM, rdf1.pair_correlation_function[1], color=colors[1], linestyle='dotted', label=r\"$g_{11}$ (DFT, nonadditive)\")\n", + "plt.plot(rdf1_additive.r / si.ANGSTROM, rdf1_additive.pair_correlation_function[1], color=colors[1], linestyle='dashed', label=r\"$g_{11}$ (DFT)\")\n", + "plt.plot(rdf1.r / si.ANGSTROM, rdf1.pair_correlation_function[1], color=colors[1], linestyle='dotted', label=r\"$g_{11}$ (DFT, nonadditive)\")\n", "plt.plot(simulation.r, simulation.g22, color=colors[1], label=r\"$g_{11}$ (MD)\")\n", "\n", - "plt.plot(rdf0_additive.r / ANGSTROM, rdf0_additive.pair_correlation_function[1], color=colors[2], linestyle='dashed', label=r\"$g_{01}$ (DFT)\")\n", - "plt.plot(rdf0.r / ANGSTROM, rdf0.pair_correlation_function[1], color=colors[2], linestyle='dotted', label=r\"$g_{01}$ (DFT, nonadditive)\")\n", + "plt.plot(rdf0_additive.r / si.ANGSTROM, rdf0_additive.pair_correlation_function[1], color=colors[2], linestyle='dashed', label=r\"$g_{01}$ (DFT)\")\n", + "plt.plot(rdf0.r / si.ANGSTROM, rdf0.pair_correlation_function[1], color=colors[2], linestyle='dotted', label=r\"$g_{01}$ (DFT, nonadditive)\")\n", "plt.plot(simulation.r, simulation.g12, color=colors[2], label=r\"$g_{01}$ (MD)\")\n", "\n", "plt.hlines(1.0, 0, 15, color=\"black\", linestyle=\"dashed\", alpha=0.5)\n", @@ -600,7 +605,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "feos", "language": "python", "name": "python3" }, @@ -614,7 +619,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/feos-core/CHANGELOG.md b/feos-core/CHANGELOG.md index 7cef16db0..efde60c03 100644 --- a/feos-core/CHANGELOG.md +++ b/feos-core/CHANGELOG.md @@ -6,6 +6,19 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ## Unreleased +## [0.8.0] - 2024-12-28 +### Added +- Added `ReferenceSystem` trait to handle conversion between SI units and reduced units. [#257](https://github.com/feos-org/feos/pull/257) +- Readded `Molarweight` trait to avoid extra implementation requirements for some models. [#258](https://github.com/feos-org/feos/pull/258) + +### Removed +- Removed `si` module after the compile-time units are incorporated into the `quantity` crate. [#257](https://github.com/feos-org/feos/pull/257) + +### Packaging +- Updated `quantity` dependency to 0.10. [#262](https://github.com/feos-org/feos/pull/262) +- Updated `num-dual` dependency to 0.11. [#262](https://github.com/feos-org/feos/pull/262) +- Updated `numpy` and `PyO3` dependencies to 0.23. [#262](https://github.com/feos-org/feos/pull/262) + ## [0.7.0] - 2024-05-21 ### Added - Added specific isochoric and isobaric heat capacities to the Python interface. [#223](https://github.com/feos-org/feos/pull/223)) diff --git a/feos-core/Cargo.toml b/feos-core/Cargo.toml index 381aaf969..ed83b75bb 100644 --- a/feos-core/Cargo.toml +++ b/feos-core/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "feos-core" -version = "0.7.0" +version = "0.8.0" authors = [ "Gernot Bauer ", "Philipp Rehner { +const fn powi(x: f64, n: i32) -> f64 { + match n { + ..=-1 => powi(1.0 / x, -n), + 0 => 1.0, + n if n % 2 == 0 => powi(x * x, n / 2), + n => x * powi(x * x, (n - 1) / 2), + } +} + +pub trait ReferenceSystem< + Inner, + T: Integer, + L: Integer, + M: Integer, + I: Integer, + THETA: Integer, + N: Integer, + J: Integer, +> +{ + const FACTOR: f64 = powi(REFERENCE_VALUES[0], T::I32) + * powi(REFERENCE_VALUES[1], L::I32) + * powi(REFERENCE_VALUES[2], M::I32) + * powi(REFERENCE_VALUES[3], I::I32) + * powi(REFERENCE_VALUES[4], THETA::I32) + * powi(REFERENCE_VALUES[5], N::I32) + * powi(REFERENCE_VALUES[6], J::I32); + fn from_reduced(value: Inner) -> Self where Inner: Mul; + fn to_reduced(&self) -> Inner where for<'a> &'a Inner: Div; + fn into_reduced(self) -> Inner where Inner: Div; @@ -150,52 +179,28 @@ impl< THETA: Integer, N: Integer, J: Integer, - > ReferenceSystem for Quantity> + > ReferenceSystem + for Quantity> { fn from_reduced(value: Inner) -> Self where Inner: Mul, { - Self::new( - value - * REFERENCE_VALUES[0].powi(T::I32) - * REFERENCE_VALUES[1].powi(L::I32) - * REFERENCE_VALUES[2].powi(M::I32) - * REFERENCE_VALUES[3].powi(I::I32) - * REFERENCE_VALUES[4].powi(THETA::I32) - * REFERENCE_VALUES[5].powi(N::I32) - * REFERENCE_VALUES[6].powi(J::I32), - ) + Self::new(value * Self::FACTOR) } fn to_reduced(&self) -> Inner where for<'a> &'a Inner: Div, { - self.convert_to(Quantity::new( - REFERENCE_VALUES[0].powi(T::I32) - * REFERENCE_VALUES[1].powi(L::I32) - * REFERENCE_VALUES[2].powi(M::I32) - * REFERENCE_VALUES[3].powi(I::I32) - * REFERENCE_VALUES[4].powi(THETA::I32) - * REFERENCE_VALUES[5].powi(N::I32) - * REFERENCE_VALUES[6].powi(J::I32), - )) + self.convert_to(Quantity::new(Self::FACTOR)) } fn into_reduced(self) -> Inner where Inner: Div, { - self.convert_into(Quantity::new( - REFERENCE_VALUES[0].powi(T::I32) - * REFERENCE_VALUES[1].powi(L::I32) - * REFERENCE_VALUES[2].powi(M::I32) - * REFERENCE_VALUES[3].powi(I::I32) - * REFERENCE_VALUES[4].powi(THETA::I32) - * REFERENCE_VALUES[5].powi(N::I32) - * REFERENCE_VALUES[6].powi(J::I32), - )) + self.convert_into(Quantity::new(Self::FACTOR)) } } diff --git a/feos-core/src/python/user_defined.rs b/feos-core/src/python/user_defined.rs index 9eba67cb3..bf2affcb4 100644 --- a/feos-core/src/python/user_defined.rs +++ b/feos-core/src/python/user_defined.rs @@ -34,12 +34,6 @@ impl Components for PyIdealGas { fn components(&self) -> usize { Python::with_gil(|py| { let py_result = self.0.bind(py).call_method0("components").unwrap(); - if py_result.get_type().name().unwrap() != "int" { - panic!( - "Expected an integer for the components() method signature, got {}", - py_result.get_type().name().unwrap() - ); - } py_result.extract().unwrap() }) } @@ -140,12 +134,6 @@ impl Components for PyResidual { fn components(&self) -> usize { Python::with_gil(|py| { let py_result = self.0.bind(py).call_method0("components").unwrap(); - if py_result.get_type().name().unwrap() != "int" { - panic!( - "Expected an integer for the components() method signature, got {}", - py_result.get_type().name().unwrap() - ); - } py_result.extract().unwrap() }) } @@ -209,12 +197,6 @@ macro_rules! impl_residual { fn molar_weight(&self) -> MolarWeight> { Python::with_gil(|py| { let py_result = self.0.bind(py).call_method0("molar_weight").unwrap(); - if py_result.get_type().name().unwrap() != "si_units.SIObject" { - panic!( - "Expected an 'SIObject' for the 'molar_weight' method return type, got {}", - py_result.get_type().name().unwrap() - ); - } py_result .extract::>>() .unwrap() diff --git a/feos-derive/Cargo.toml b/feos-derive/Cargo.toml index 5506b4e62..bc3251c88 100644 --- a/feos-derive/Cargo.toml +++ b/feos-derive/Cargo.toml @@ -1,14 +1,22 @@ [package] name = "feos-derive" -version = "0.5.0" -authors = ["Gernot Bauer ", "Philipp Rehner "] +version = "0.6.0" +authors = [ + "Gernot Bauer ", + "Philipp Rehner ", +] edition = "2021" readme = "README.md" description = "Macros for the EquationOfState and HelmholtzEnergyFunctional traits in FeOs" license = "MIT OR Apache-2.0" homepage = "https://github.com/feos-org" repository = "https://github.com/feos-org/feos" -keywords = ["physics", "thermodynamics", "equations_of_state", "phase_equilibria"] +keywords = [ + "physics", + "thermodynamics", + "equations_of_state", + "phase_equilibria", +] [lib] proc-macro = true diff --git a/feos-dft/CHANGELOG.md b/feos-dft/CHANGELOG.md index 5ef71fa56..d1a22acff 100644 --- a/feos-dft/CHANGELOG.md +++ b/feos-dft/CHANGELOG.md @@ -6,6 +6,16 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ## [Unreleased] +## [0.8.0] - 2024-12-28 +### Added +- Added `henry_coefficients` and `ideal_gas_enthalpy_of_adosrption` to `PoreProfile`. [#263](https://github.com/feos-org/feos/pull/263) + +### Packaging +- Updated `quantity` dependency to 0.10. [#262](https://github.com/feos-org/feos/pull/262) +- Updated `num-dual` dependency to 0.11. [#262](https://github.com/feos-org/feos/pull/262) +- Updated `numpy` and `PyO3` dependencies to 0.23. [#262](https://github.com/feos-org/feos/pull/262) +- Updated `gauss-quad` dependency to 0.2. [#261](https://github.com/feos-org/feos/pull/261) + ## [0.7.0] - 2024-05-21 ### Changed - Updated interfaces according to removal of `HelmholtzEnergyDual` and `HelmholtzEnergy` in `feos-core`. [#226](https://github.com/feos-org/feos/pull/226) diff --git a/feos-dft/Cargo.toml b/feos-dft/Cargo.toml index 35259c558..4dd77cab3 100644 --- a/feos-dft/Cargo.toml +++ b/feos-dft/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "feos-dft" -version = "0.7.0" +version = "0.8.0" authors = [ "Philipp Rehner ", "Gernot Bauer ", @@ -22,7 +22,7 @@ features = ["rayon"] [dependencies] quantity = "0.10" num-dual = "0.11" -feos-core = { version = "0.7", path = "../feos-core" } +feos-core = { version = "0.8", path = "../feos-core" } ndarray = "0.16" nalgebra = "0.33" rustdct = "0.7" @@ -30,7 +30,7 @@ rustfft = "6.0" num-traits = "0.2" libm = "0.2" gauss-quad = { version = "0.2", optional = true } -petgraph = "0.6" +petgraph = "0.7" typenum = "1.16" numpy = { version = "0.23", optional = true } pyo3 = { version = "0.23", optional = true } diff --git a/src/python/mod.rs b/src/python/mod.rs index e5f260312..d32101c9e 100644 --- a/src/python/mod.rs +++ b/src/python/mod.rs @@ -82,19 +82,6 @@ pub fn feos(m: &Bound<'_, PyModule>) -> PyResult<()> { set_path(m, "feos.saftvrqmie", "saftvrqmie")?; #[cfg(feature = "saftvrmie")] set_path(m, "feos.saftvrmie", "saftvrmie")?; - - // re-export si_units within feos. Overriding __module__ is required for pickling. - m.py().run( - c"\ -import sys -import si_units -sys.modules['feos.si'] = si_units -si_units.SIObject.__module__ = 'feos.si' -si_units.Angle.__module__ = 'feos.si' - ", - None, - Some(&m.dict()), - )?; Ok(()) }