01_Data_Ingest.ipynb

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    "Data Ingest\n",
    "======\n",
    "\n",
    "The data is a key component of any machine learning algorithm.\n",
    "The ingest of the data,\n",
    "including the cleanup and labelling stages,\n",
    "is often the most time consuming.\n",
    "It requires taking the raw data,\n",
    "in our case Molecular Dyanmics trajectories, and\n",
    "computing or extracting the quantities which will be used\n",
    "for the Machine Learning.\n",
    "\n",
    "In this example we will be using the relative orientations\n",
    "of neighbouring molecules for our classification.\n",
    "So by the end of this workbook we will have\n",
    "a collection of data containing;\n",
    "\n",
    "- the relative orientations of up to 6 nearest neighbours,\n",
    "- the known classification, and\n",
    "- temperature "
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    "The input files\n",
    "--------------\n",
    "\n",
    "The input data for this tutorial is in the folder `data`,\n",
    "which contains a series of `.gsd` files.\n",
    "This is the default file format of [Hoomd-blue](http://glotzerlab.engin.umich.edu/hoomd-blue/)\n",
    "a molecular dynamics package designed to run on GPUs\n",
    "from the Glotzer group at the University of Michigan.\n",
    "\n",
    "To read these files we are going to use the [gsd](http://gsd.readthedocs.io/en/latest/) package\n",
    "that the glotzer group provide.\n",
    "To read files from other simulation packages [MDAnalysis](https://www.mdanalysis.org/)\n",
    "is a python package that will read nearly any file type.\n",
    "To read all the files that we want,\n",
    "we are going to use the [pathlib](https://docs.python.org/3/library/pathlib.html) module \n",
    "from python's (>= 3.4) standard library."
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   "source": [
    "from pathlib import Path\n",
    "\n",
    "import gsd.hoomd"
   ]
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    "# Create a Path object pointing to the directory holding\n",
    "# all the input files we will be using\n",
    "directory = Path('data/')\n",
    "# Search for all files in the above directory which end in .gsd\n",
    "input_files = directory.glob('*.gsd')\n",
    "\n",
    "# input files is a generator, essentially a list of files,\n",
    "# so we can iterate through each individually\n",
    "for fname in input_files:\n",
    "    # This is a context manager. We open the file and assign\n",
    "    # it to the variable traj.\n",
    "    with gsd.hoomd.open(str(fname)) as trj:\n",
    "        # This extracts the first (and only) frame of the trajectory\n",
    "        snap = trj[0]"
   ]
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    "For more information on context managers in Python\n",
    "Jeff Knupp has a [good explanation](https://jeffknupp.com/blog/2016/03/07/python-with-context-managers/)."
   ]
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    "### Collate Simulation Data\n",
    "\n",
    "This code is enough to read all the input files,\n",
    "so the next step is to actually do something useful\n",
    "with each of the files.\n",
    "\n",
    "Within each of the filenames I have included \n",
    "the parameters of the simulation.\n",
    "To extract then we can write a function \n",
    "to extract these values and return them to us as a [namedtuple](https://docs.python.org/3.6/library/collections.html#collections.namedtuple)"
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    "from collections import namedtuple\n",
    "\n",
    "sim_params = namedtuple('sim_params', ['temperature', 'pressure', 'moment_inertia', 'crystal'])\n",
    "\n",
    "def get_sim_params(fname: Path):\n",
    "    \"\"\"Extract the simulation parameters from a filename string.\"\"\"\n",
    "    # This gives just the filename as a string without directory or extension\n",
    "    fname = fname.stem\n",
    "    params = fname.split('-')\n",
    "    return sim_params(temperature=float(params[2][1:]),\n",
    "                      pressure=float(params[3][1:]),\n",
    "                      moment_inertia=float(params[4][1:]),\n",
    "                      crystal=params[5])"
   ]
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    {
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      "text/plain": [
       "sim_params(temperature=1.0, pressure=0.4, moment_inertia=1.0, crystal='pg')"
      ]
     },
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    "# Check our function works\n",
    "get_sim_params(fname)"
   ]
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    "### Labelling Data\n",
    "\n",
    "This has given us sufficient information about the simulation,\n",
    "we now need to work out the classification of each molecule.\n",
    "The configurations that I have prepared consist of two phases,\n",
    "the middle 2/3 in the $x$ and $y$ directions is crystalline\n",
    "while the remainer of the simulation cell is liquid.\n",
    "This is probably easiest to understand using a picture;"
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\",\"dtype\":\"float64\",\"shape\":[12096]},\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float32\",\"shape\":[12096]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float32\",\"shape\":[12096]}}},\"id\":\"dbe0588f-8e70-4a9a-85fa-60e864ef7be0\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"plot\":{\"id\":\"9e9b7b09-4aab-47f8-b512-ce8f5643212a\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"952669f8-8082-4714-b0f9-3fd7646e0565\",\"type\":\"BasicTicker\"}},\"id\":\"0beb7e81-b587-40ff-90fc-57b3c3ee438a\",\"type\":\"Grid\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":null,\"active_scroll\":{\"id\":\"8c960f78-bd2f-43fa-becd-8c38573e923c\",\"type\":\"WheelZoomTool\"},\"active_tap\":\"auto\",\"tools\":[{\"id\":\"e88b61cd-2f15-4bbb-a036-c43952431cf8\",\"type\":\"PanTool\"},{\"id\":\"8c960f78-bd2f-43fa-becd-8c38573e923c\",\"type\":\"WheelZoomTool\"},{\"id\":\"8fbc6e80-57d8-4109-a03d-48995c35bd68\",\"type\":\"BoxZoomTool\"},{\"id\":\"1321f0e6-df3c-474d-9806-0a5bcf2eb6e7\",\"type\":\"SaveTool\"},{\"id\":\"f7707b33-8171-4c16-b5e5-be39808d518e\",\"type\":\"ResetTool\"},{\"id\":\"d5d42db8-5cf2-4331-b443-99663d745755\",\"type\":\"HelpTool\"},{\"id\":\"55340def-9868-43c7-a2f1-32a33f42ceb9\",\"type\":\"HoverTool\"}]},\"id\":\"c13593be-1269-4ec2-8b2e-bb6170f46aff\",\"type\":\"Toolbar\"},{\"attributes\":{\"formatter\":{\"id\":\"02d80f15-f4cf-417e-9fb9-0edcf6920a62\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"9e9b7b09-4aab-47f8-b512-ce8f5643212a\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"592669b0-4bd3-4b42-a21e-baf6e8cc1f73\",\"type\":\"BasicTicker\"}},\"id\":\"021f722a-9dd0-40c9-ac44-73d31fe9d33b\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"952669f8-8082-4714-b0f9-3fd7646e0565\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"592669b0-4bd3-4b42-a21e-baf6e8cc1f73\",\"type\":\"BasicTicker\"},{\"attributes\":{\"fill_color\":{\"field\":\"colour\"},\"line_color\":{\"value\":null},\"radius\":{\"field\":\"radius\",\"units\":\"data\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3c511ada-965a-446b-9044-406b22c8c052\",\"type\":\"Circle\"},{\"attributes\":{\"dimension\":1,\"plot\":{\"id\":\"9e9b7b09-4aab-47f8-b512-ce8f5643212a\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"592669b0-4bd3-4b42-a21e-baf6e8cc1f73\",\"type\":\"BasicTicker\"}},\"id\":\"fe1ba8ed-6188-4046-94cc-2e0811039244\",\"type\":\"Grid\"},{\"attributes\":{\"callback\":null,\"tooltips\":[[\"index\",\"$index\"],[\"x:\",\"@x\"],[\"y:\",\"@y\"]]},\"id\":\"55340def-9868-43c7-a2f1-32a33f42ceb9\",\"type\":\"HoverTool\"},{\"attributes\":{},\"id\":\"02d80f15-f4cf-417e-9fb9-0edcf6920a62\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"bottom_units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       "\n",
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       "      console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
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       "      load_libs(js_urls, function() {\n",
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       "  }(window));\n",
       "</script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from sdanalysis.figures.configuration import plot\n",
    "from bokeh.plotting import show, output_notebook\n",
    "output_notebook()\n",
    "\n",
    "show(plot(snap))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can define molecules that have an $x$ position in the range\n",
    "$\n",
    "-L_x/3 < x < L_x/3\n",
    "$\n",
    "and have a $y$ position in the range\n",
    "$\n",
    "-L_y/3 < y < L_y/3\n",
    "$\n",
    "as being crystalline, with the crystal structure taken from the filename. \n",
    "The remaining molecules can be classed as the generic liquid.\n",
    "As before we can write a simple function\n",
    "that takes a snapshot and the cyrstal structure,\n",
    "returning the annotated classification of all molecules in the simulation.\n",
    "At the interface of the two phases\n",
    "the classification is not well defined,\n",
    "so for the purposes of training and testing, \n",
    "I am going to remove molecules within a distance of 3.5,\n",
    "a bit over 1 neighbour shell,\n",
    "to the boundary."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "\n",
    "def classify_mols(snapshot, crystal, boundary_buffer=3.5):\n",
    "    \"\"\"Classify molecules as crystalline, amorphous or boundary.\"\"\"\n",
    "    # This is the method of extracting the positions from a gsd snapshot\n",
    "    position = snapshot.particles.position\n",
    "    # This gets the details of the box from the simulation\n",
    "    box = snapshot.configuration.box\n",
    "    \n",
    "    # All axes have to be True, True == 1, use product for logical and operation\n",
    "    is_crystal = np.product(np.abs(position) < box[:3]/3, axis=1).astype(bool)\n",
    "    boundary = np.logical_and(np.product(np.abs(position) < box[:3]/3+boundary_buffer, axis=1),\n",
    "                              np.product(np.abs(position) > box[:3]/3-boundary_buffer, axis=1))\n",
    "    \n",
    "    # Create classification array\n",
    "    classification = np.full(snapshot.particles.N, 'liq', dtype='<U4')\n",
    "    classification[is_crystal] = crystal\n",
    "    classification[boundary] = None\n",
    "    return classification"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Compute training features\n",
    "\n",
    "The final step is to compute the nearest neighbours for each of the molecules.\n",
    "Most of the work of this function is done\n",
    "using a function I wrote, `relative_orientations`.\n",
    "This function uses the [freud](http://glotzerlab.engin.umich.edu/freud/index.html) package\n",
    "again from the Glotzer group to compute the neighbours efficiently.\n",
    "Then computes the relative orientation of the neighbour orientations using quaternion maths.\n",
    "\n",
    "It should be noted that this the relative orientations function requires the orientations\n",
    "to be expressed as quaternions. \n",
    "\n",
    "The parameters to the relative_orientations function, `max_radius` and `max_neighbours`\n",
    "are passed to the algorithm computing the neighbour lists.\n",
    "`max_radius` defines the maximum distance to search for neighbours,\n",
    "beyond this distance molecules are not considered neighbours.\n",
    "The `max_neighbours` parameter defines the maximum number of neighbours to find.\n",
    "Where there are more molecules within the `max_radius` \n",
    "only the closest `max_neighbours` are returned."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "metadata": {},
   "outputs": [],
   "source": [
    "from sdanalysis.order import relative_orientations\n",
    "\n",
    "def compute_orientations(snapshot):\n",
    "    \"\"\"Compute the orientation of 6 nearest neighbours from a gsd snapshot.\"\"\"\n",
    "    # I am assuming an orthorhombic simulation cell\n",
    "    box = snapshot.configuration.box[:3]\n",
    "    return relative_orientations(box=box,\n",
    "                                 position=snapshot.particles.position,\n",
    "                                 orientation=snapshot.particles.orientation,\n",
    "                                 max_radius=3.5,\n",
    "                                 max_neighbours=6)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[ 2.98683143,  0.81211901,  0.93995148,  1.6854409 ,  2.45859551,\n",
       "        -0.        ],\n",
       "       [ 1.4161737 ,  1.84473348,  1.16268682,  2.61352539,  2.23717332,\n",
       "         0.57989556],\n",
       "       [ 1.24541533,  1.35196137,  0.88213974,  3.0313127 ,  1.97685397,\n",
       "         0.1217194 ],\n",
       "       ..., \n",
       "       [ 1.71086359,  0.87404901,  0.84894603,  2.4572134 ,  2.09033251,\n",
       "        -0.        ],\n",
       "       [ 2.88447547,  0.84065735,  3.04268169,  0.34483594,  1.70382023,\n",
       "         1.60555899],\n",
       "       [ 0.77353138,  2.88240266,  1.92576969,  0.28307882,  0.38000262,\n",
       "         0.33549434]], dtype=float32)"
      ]
     },
     "execution_count": 92,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Check our function works \n",
    "compute_orientations(snap)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Loading the Data\n",
    "----------------\n",
    "\n",
    "Now with all the parts in place we can load all the data into a pandas DataFrame.\n",
    "Taking the code we had at the start to read in all the snapshots,\n",
    "we can now apply the functions we have just written,\n",
    "\n",
    "- `get_sim_params`,\n",
    "- `classify_mols`, and\n",
    "- `compute_orientations`\n",
    "\n",
    "to process the data into a succinct and usable form."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas\n",
    "\n",
    "directory = Path('data/')\n",
    "input_files = directory.glob('*.gsd')\n",
    "all_dataframes = []\n",
    "\n",
    "for fname in input_files:\n",
    "    with gsd.hoomd.open(str(fname)) as trj:\n",
    "        snap = trj[0]\n",
    "        # Get simulation parameters\n",
    "        params = get_sim_params(fname)\n",
    "        # Classify all molecules\n",
    "        classes = classify_mols(snap, params.crystal)\n",
    "        # Compute the orientations\n",
    "        orientations = compute_orientations(snap)\n",
    "        \n",
    "        # Create dataframe\n",
    "        df = pandas.DataFrame({\n",
    "            'temperature': params.temperature,\n",
    "            'pressure': params.pressure,\n",
    "            'crystal': params.crystal,\n",
    "            'class': classes,\n",
    "            'orient0': orientations[:, 0],\n",
    "            'orient1': orientations[:, 1],\n",
    "            'orient2': orientations[:, 2],\n",
    "            'orient3': orientations[:, 3],\n",
    "            'orient4': orientations[:, 4],\n",
    "            'orient5': orientations[:, 5],\n",
    "        })\n",
    "        \n",
    "        # Remove molecules close to interface\n",
    "        df = df[df['class'] != 'None']\n",
    "        \n",
    "        all_dataframes.append(df)\n",
    "\n",
    "# Collate list of dataframes into single large dataframe\n",
    "training_dataset = pandas.concat(all_dataframes)\n",
    "\n",
    "# Save dataset to file\n",
    "training_dataset.to_hdf('data/training_data.h5', key='trimer')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>class</th>\n",
       "      <th>crystal</th>\n",
       "      <th>orient0</th>\n",
       "      <th>orient1</th>\n",
       "      <th>orient2</th>\n",
       "      <th>orient3</th>\n",
       "      <th>orient4</th>\n",
       "      <th>orient5</th>\n",
       "      <th>pressure</th>\n",
       "      <th>temperature</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>liq</td>\n",
       "      <td>p2gg</td>\n",
       "      <td>1.363178</td>\n",
       "      <td>0.796889</td>\n",
       "      <td>0.953538</td>\n",
       "      <td>1.798195</td>\n",
       "      <td>2.573618</td>\n",
       "      <td>-0.00000</td>\n",
       "      <td>0.5</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>liq</td>\n",
       "      <td>p2gg</td>\n",
       "      <td>1.244835</td>\n",
       "      <td>0.285656</td>\n",
       "      <td>0.978083</td>\n",
       "      <td>2.072978</td>\n",
       "      <td>0.335787</td>\n",
       "      <td>-0.00000</td>\n",
       "      <td>0.5</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>liq</td>\n",
       "      <td>p2gg</td>\n",
       "      <td>2.215736</td>\n",
       "      <td>3.134794</td>\n",
       "      <td>0.600781</td>\n",
       "      <td>1.214479</td>\n",
       "      <td>1.712630</td>\n",
       "      <td>-0.00000</td>\n",
       "      <td>0.5</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>liq</td>\n",
       "      <td>p2gg</td>\n",
       "      <td>0.807430</td>\n",
       "      <td>2.384640</td>\n",
       "      <td>1.192246</td>\n",
       "      <td>0.183372</td>\n",
       "      <td>2.687490</td>\n",
       "      <td>-0.00000</td>\n",
       "      <td>0.5</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>liq</td>\n",
       "      <td>p2gg</td>\n",
       "      <td>0.648713</td>\n",
       "      <td>2.608390</td>\n",
       "      <td>3.129185</td>\n",
       "      <td>1.873710</td>\n",
       "      <td>2.221143</td>\n",
       "      <td>1.30696</td>\n",
       "      <td>0.5</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  class crystal   orient0   orient1   orient2   orient3   orient4  orient5  \\\n",
       "0   liq    p2gg  1.363178  0.796889  0.953538  1.798195  2.573618 -0.00000   \n",
       "1   liq    p2gg  1.244835  0.285656  0.978083  2.072978  0.335787 -0.00000   \n",
       "2   liq    p2gg  2.215736  3.134794  0.600781  1.214479  1.712630 -0.00000   \n",
       "3   liq    p2gg  0.807430  2.384640  1.192246  0.183372  2.687490 -0.00000   \n",
       "4   liq    p2gg  0.648713  2.608390  3.129185  1.873710  2.221143  1.30696   \n",
       "\n",
       "   pressure  temperature  \n",
       "0       0.5          1.0  \n",
       "1       0.5          1.0  \n",
       "2       0.5          1.0  \n",
       "3       0.5          1.0  \n",
       "4       0.5          1.0  "
      ]
     },
     "execution_count": 94,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Check the dataframe contains reasonable data\n",
    "training_dataset.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "At this point we have our dataset saved to a file\n",
    "so we don't have to do this again,\n",
    "and are ready to start the process \n",
    "of training some machine learning algorithms.\n",
    "\n",
    "The next step in this tutorial is [finding a good model](02_Lets_Find_A_Model.ipynb)"
   ]
  }
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