diff --git a/.github/ISSUE_TEMPLATE/bug.yml b/.github/ISSUE_TEMPLATE/bug.yml
index 6ab8b080b..8432d2f92 100644
--- a/.github/ISSUE_TEMPLATE/bug.yml
+++ b/.github/ISSUE_TEMPLATE/bug.yml
@@ -15,7 +15,7 @@ body:
     attributes:
       label: Singer SDK Version
       description: Version of the library you are using
-      placeholder: "0.42.1"
+      placeholder: "0.44.1"
     validations:
       required: true
   - type: checkboxes
diff --git a/.github/ISSUE_TEMPLATE/config.yml b/.github/ISSUE_TEMPLATE/config.yml
index 2647d95ca..b41620bf9 100644
--- a/.github/ISSUE_TEMPLATE/config.yml
+++ b/.github/ISSUE_TEMPLATE/config.yml
@@ -3,3 +3,9 @@ contact_links:
 - name: Meltano Community
   url: https://meltano.com/slack
   about: Join us on Slack.
+- name: Start a discussion
+  url: https://github.com/meltano/sdk/discussions/new
+  about: Start a GitHub discussion.
+- name: Singer SDK Documentation
+  url: https://sdk.meltano.com
+  about: Learn more about the Singer SDK.
diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index 8625a873a..5ea6b4257 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -17,7 +17,7 @@ updates:
           - "patch"
     versioning-strategy: increase-if-necessary
   - package-ecosystem: pip
-    directory: "/.github/workflows"
+    directory: "/.github/workflows/resources"
     schedule:
       interval: weekly
       time: "12:00"
diff --git a/.github/workflows/api-changes.yml b/.github/workflows/api-changes.yml
index 108d5b6f0..7f18d056f 100644
--- a/.github/workflows/api-changes.yml
+++ b/.github/workflows/api-changes.yml
@@ -34,7 +34,7 @@ jobs:
 
     - name: Install tools
       env:
-        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt
+        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/resources/requirements.txt
       run: |
         python -Im pip install -U pip
         pipx install griffe nox
diff --git a/.github/workflows/codspeed.yml b/.github/workflows/codspeed.yml
index 23d2f79eb..1c592cc21 100644
--- a/.github/workflows/codspeed.yml
+++ b/.github/workflows/codspeed.yml
@@ -1,4 +1,4 @@
-name: codspeed
+name: Performance Testing with CodSpeed 🐇
 
 on:
   push:
@@ -24,6 +24,13 @@ on:
   # performance analysis in order to generate initial data.
   workflow_dispatch:
 
+concurrency:
+  group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
+  cancel-in-progress: true
+
+env:
+  FORCE_COLOR: "1"
+
 jobs:
   benchmarks:
     runs-on: ubuntu-latest
diff --git a/.github/workflows/constraints.txt b/.github/workflows/constraints.txt
deleted file mode 100644
index 9c097dc1a..000000000
--- a/.github/workflows/constraints.txt
+++ /dev/null
@@ -1,5 +0,0 @@
-griffe~=1.5
-pip==24.3.1
-poetry==1.8.4
-pre-commit==4.0.1
-nox==2024.10.9
diff --git a/.github/workflows/cookiecutter-e2e.yml b/.github/workflows/cookiecutter-e2e.yml
index 90454b8dd..21b08bff0 100644
--- a/.github/workflows/cookiecutter-e2e.yml
+++ b/.github/workflows/cookiecutter-e2e.yml
@@ -30,36 +30,32 @@ jobs:
     runs-on: ubuntu-latest
     steps:
     - uses: actions/checkout@v4
-    - name: Upgrade pip
-      env:
-        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt
-      run: |
-        pip install pip
-        pip --version
+
+    - uses: astral-sh/setup-uv@v5
+      with:
+        version: ">=0.4.30"
 
     - name: Install Poetry
       env:
-        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt
+        UV_CONSTRAINT: ${{ github.workspace }}/.github/workflows/resources/requirements.txt
       run: |
-        pipx install poetry
+        uv tool install poetry
         poetry --version
 
     - uses: actions/setup-python@v5
       with:
         python-version: 3.x
 
-    - uses: astral-sh/setup-uv@v4
-      with:
-        version: ">=0.4.30"
-
     - name: Install pre-commit
+      env:
+        UV_CONSTRAINT: ${{ github.workspace }}/.github/workflows/resources/requirements.txt
       run: |
         uv tool install --with=pre-commit-uv pre-commit
         pre-commit --version
 
     - name: Install Nox
       env:
-        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt
+        UV_CONSTRAINT: ${{ github.workspace }}/.github/workflows/resources/requirements.txt
       run: |
         uv tool install nox
         nox --version
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 1cd706cb6..0239b2c03 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -40,7 +40,7 @@ jobs:
       with:
         name: Packages
         path: dist
-    - uses: actions/attest-build-provenance@v1
+    - uses: actions/attest-build-provenance@v2
       id: attest
       with:
         subject-path: "./dist/singer_sdk*"
@@ -65,7 +65,7 @@ jobs:
         name: Packages
         path: dist
     - name: Publish
-      uses: pypa/gh-action-pypi-publish@v1.12.2
+      uses: pypa/gh-action-pypi-publish@v1.12.4
 
   upload-to-release:
     name: Upload files to release
diff --git a/.github/workflows/resources/requirements.txt b/.github/workflows/resources/requirements.txt
new file mode 100644
index 000000000..8a61ee357
--- /dev/null
+++ b/.github/workflows/resources/requirements.txt
@@ -0,0 +1,5 @@
+griffe~=1.5
+pip==25.0
+poetry==2.0.1
+pre-commit==4.1.0
+nox==2024.10.9
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 9f946d098..1f4f3de2f 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -4,7 +4,6 @@ on:
   pull_request:
     types: [opened, synchronize, reopened]
     paths:
-      - "cookiecutter/**"
       - "samples/**"
       - "singer_sdk/**"
       - "tests/**"
@@ -12,13 +11,12 @@ on:
       - "poetry.lock"
       - "pyproject.toml"
       - ".github/workflows/test.yml"
-      - ".github/workflows/constraints.txt"
+      - ".github/workflows/resources/requirements.txt"
   push:
     branches:
       - main
       - v*
     paths:
-      - "cookiecutter/**"
       - "samples/**"
       - "singer_sdk/**"
       - "tests/**"
@@ -26,7 +24,7 @@ on:
       - "poetry.lock"
       - "pyproject.toml"
       - ".github/workflows/test.yml"
-      - ".github/workflows/constraints.txt"
+      - ".github/workflows/resources/requirements.txt"
   workflow_dispatch:
     inputs: {}
 
@@ -73,14 +71,14 @@ jobs:
 
     - name: Upgrade pip
       env:
-        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt
+        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/resources/requirements.txt
       run: |
         pip install pip
         pip --version
 
     - name: Install Nox
       env:
-        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt
+        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/resources/requirements.txt
       run: |
         pipx install 'nox[uv]'
         nox --version
@@ -128,14 +126,14 @@ jobs:
 
     - name: Upgrade pip
       env:
-        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt
+        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/resources/requirements.txt
       run: |
         pip install pip
         pip --version
 
     - name: Install Nox
       env:
-        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt
+        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/resources/requirements.txt
       run: |
         pipx install 'nox[uv]'
         nox --version
@@ -161,7 +159,7 @@ jobs:
 
     - name: Upgrade pip
       env:
-        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt
+        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/resources/requirements.txt
       run: |
         pip install pip
         pip --version
@@ -173,7 +171,7 @@ jobs:
 
     - name: Install Nox
       env:
-        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt
+        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/resources/requirements.txt
       run: |
         pipx install 'nox[uv]'
         nox --version
diff --git a/.github/workflows/version_bump.yml b/.github/workflows/version_bump.yml
index ab81bb067..c4f025393 100644
--- a/.github/workflows/version_bump.yml
+++ b/.github/workflows/version_bump.yml
@@ -51,7 +51,7 @@ jobs:
 
     - name: Bump version
       id: cz-bump
-      uses: commitizen-tools/commitizen-action@0.22.0
+      uses: commitizen-tools/commitizen-action@0.23.1
       with:
         increment: ${{ github.event.inputs.bump != 'auto' && github.event.inputs.bump || '' }}
         prerelease: ${{ github.event.inputs.prerelease != 'none' && github.event.inputs.prerelease || '' }}
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 4b45f70d1..be583b662 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -37,14 +37,14 @@ repos:
   - id: trailing-whitespace
 
 - repo: https://github.com/python-jsonschema/check-jsonschema
-  rev: 0.30.0
+  rev: 0.31.0
   hooks:
   - id: check-dependabot
   - id: check-github-workflows
   - id: check-readthedocs
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.8.1
+  rev: v0.9.3
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
@@ -59,6 +59,6 @@ repos:
       )$
 
 - repo: https://github.com/python-poetry/poetry
-  rev: 1.8.0
+  rev: 2.0.1
   hooks:
   - id: poetry-check
diff --git a/.readthedocs.yml b/.readthedocs.yml
index 19438e79e..277036810 100644
--- a/.readthedocs.yml
+++ b/.readthedocs.yml
@@ -3,7 +3,7 @@ version: 2
 build:
   os: ubuntu-24.04
   tools:
-    python: "3.12"
+    python: "3.13"
 
 sphinx:
   builder: html
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 78d17d1e8..df61b344e 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,76 @@ All notable changes to this project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## v0.44.1 (2025-01-29)
+
+### 🐛 Fixes
+
+- [#2847](https://github.com/meltano/sdk/issues/2847) Update Cookiecutter templates
+- [#2844](https://github.com/meltano/sdk/issues/2844) Avoid writing an empty state -- _**Thanks @joaopamaral!**_
+- [#2843](https://github.com/meltano/sdk/issues/2843) Use a SQLAlchemy to generate an insert statement
+
+## v0.44.0 (2025-01-23)
+
+### ✨ New
+
+- [#2830](https://github.com/meltano/sdk/issues/2830) Allow developers to mark stream schema and settings fields as deprecated
+- [#2829](https://github.com/meltano/sdk/issues/2829) Support a `x-sql-datatype` JSON Schema annotation to let targets customize SQL type handling
+- [#2819](https://github.com/meltano/sdk/issues/2819) Add SHA256 encryption method to inline stream maps -- _**Thanks @ben-schulz-mh!**_
+
+### 📦 Packaging changes
+
+- [#2407](https://github.com/meltano/sdk/issues/2407) Use Poetry support for PEP 621
+- [#2822](https://github.com/meltano/sdk/issues/2822) Make paramiko and transitive SSH dependencies optional
+- [#2821](https://github.com/meltano/sdk/issues/2821) Require urllib3 < 2 on Python < 3.10
+
+## v0.43.1 (2024-12-10)
+
+### 🐛 Fixes
+
+- [#2807](https://github.com/meltano/sdk/issues/2807) Allow developers to set `RESTStream.http_method`
+
+## v0.43.0 (2024-12-10)
+
+### ✨ New
+
+- [#2482](https://github.com/meltano/sdk/issues/2482) Allow SQL tap developers to auto-skip certain schemas from discovery
+- [#2784](https://github.com/meltano/sdk/issues/2784) Added a new built-in setting `activate_version` for targets to optionally disable processing of `ACTIVATE_VERSION` messages
+- [#2780](https://github.com/meltano/sdk/issues/2780) Numeric values are now parsed as `decimal.Decimal` in REST and GraphQL stream responses
+- [#2775](https://github.com/meltano/sdk/issues/2775) Log a stream's bookmark (if it's avaiable) when its sync starts
+- [#2703](https://github.com/meltano/sdk/issues/2703) Targets now emit record count from the built-in batch file processor
+- [#2774](https://github.com/meltano/sdk/issues/2774) Accept a `maxLength` limit for VARCHARs
+- [#2769](https://github.com/meltano/sdk/issues/2769) Add `versioning-strategy` to dependabot config of Cookiecutter templates
+- [#2765](https://github.com/meltano/sdk/issues/2765) The last received Singer message is now logged when the target fails
+- [#2762](https://github.com/meltano/sdk/issues/2762) Support other content-types in REST streams
+
+### 🐛 Fixes
+
+- [#2790](https://github.com/meltano/sdk/issues/2790) Ensure the required global folder tap settings are merged into the concrete implementation settings
+- [#2785](https://github.com/meltano/sdk/issues/2785) Use FS-specific `listdir` in folder tap
+- [#2778](https://github.com/meltano/sdk/issues/2778) The path of the offending field is now printed for config validation errors
+- [#2770](https://github.com/meltano/sdk/issues/2770) Respect standard Singer stream metadata `table-key-properties`, `replication-key` and `forced-replication-method`
+- [#2755](https://github.com/meltano/sdk/issues/2755) Safely compare UUID replication keys with state bookmarks -- _**Thanks @nikzavada!**_
+
+### ⚙️ Under the Hood
+
+- [#2805](https://github.com/meltano/sdk/issues/2805) Rename setting `activate_version` to `process_activate_version_messages`
+- [#2788](https://github.com/meltano/sdk/issues/2788) Fail early if input files to `--catalog` or `--state` do not exist
+- [#2781](https://github.com/meltano/sdk/issues/2781) Added a class method to instantiate `SQLToJSONSchema` from the tap configuration
+- [#2566](https://github.com/meltano/sdk/issues/2566) Standardize on JSON Schema Draft 2020-12 to validate stream schemas
+- [#2751](https://github.com/meltano/sdk/issues/2751) Dropped support for Python 3.8
+
+### ⚡ Performance Improvements
+
+- [#2793](https://github.com/meltano/sdk/issues/2793) Improved discovery performance for SQL taps
+
+### 📚 Documentation Improvements
+
+- [#2796](https://github.com/meltano/sdk/issues/2796) Document how to configure nested stream maps values with environment variables in Meltano
+
+### 📦 Packaging changes
+
+- [#2797](https://github.com/meltano/sdk/issues/2797) SQL taps now require SQLAlchemy 2.0+
+
 ## v0.42.1 (2024-11-11)
 
 ### 🐛 Fixes
diff --git a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.github/workflows/build.yml b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.github/workflows/build.yml
index 179acf18a..ca63a4234 100644
--- a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.github/workflows/build.yml
+++ b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.github/workflows/build.yml
@@ -10,11 +10,12 @@ permissions:
 jobs:
   build:
     runs-on: ubuntu-latest
+    outputs:
+      version: {{ '${{ steps.baipp.outputs.package_version }}' }}
     steps:
     - uses: actions/checkout@v4
-      with:
-        fetch-depth: 0
     - uses: hynek/build-and-inspect-python-package@v2
+      id: baipp
 
   publish:
     name: Publish to PyPI
@@ -23,7 +24,13 @@ jobs:
     ## TODO: optionally provide the name of the environment for the trusted
     ## publisher on PyPI
     ## https://docs.github.com/en/actions/deployment/targeting-different-environments/using-environments-for-deployment
-    # environment: pypi
+    # environment:
+    #   name: pypi
+    {%- if cookiecutter.variant != "None (Skip)" %}
+    #   url: https://pypi.org/project/{{cookiecutter.variant}}-{{cookiecutter.mapper_id}}/{{ '${{ steps.baipp.outputs.package_version }}' }}
+    {%- else %}
+    #   url: https://pypi.org/project/{{cookiecutter.mapper_id}}/{{ '${{ steps.baipp.outputs.package_version }}' }}
+    {%- endif %}
     if: startsWith(github.ref, 'refs/tags/')
     steps:
     - uses: actions/download-artifact@v4
@@ -42,4 +49,4 @@ jobs:
     - name: Publish
       ## TODO: create a trusted publisher on PyPI
       ## https://docs.pypi.org/trusted-publishers/
-      uses: pypa/gh-action-pypi-publish@v1.12.2
+      uses: pypa/gh-action-pypi-publish@v1.12.3
diff --git a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.pre-commit-config.yaml b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.pre-commit-config.yaml
index e456b9896..876efb216 100644
--- a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.pre-commit-config.yaml
+++ b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.pre-commit-config.yaml
@@ -18,19 +18,19 @@ repos:
   - id: trailing-whitespace
 
 - repo: https://github.com/python-jsonschema/check-jsonschema
-  rev: 0.29.4
+  rev: 0.31.0
   hooks:
   - id: check-dependabot
   - id: check-github-workflows
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.7.3
+  rev: v0.9.3
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
   - id: ruff-format
 
 - repo: https://github.com/pre-commit/mirrors-mypy
-  rev: v1.13.0
+  rev: v1.14.1
   hooks:
   - id: mypy
diff --git a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/README.md b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/README.md
index ded365fb2..8f24517b3 100644
--- a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/README.md
+++ b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/README.md
@@ -6,11 +6,11 @@ Built with the [Meltano Mapper SDK](https://sdk.meltano.com) for Singer Mappers.
 
 <!--
 
-Developer TODO: Update the below as needed to correctly describe the install procedure. For instance, if you do not have a PyPi repo, or if you want users to directly install from your git repo, you can modify this step as appropriate.
+Developer TODO: Update the below as needed to correctly describe the install procedure. For instance, if you do not have a PyPI repo, or if you want users to directly install from your git repo, you can modify this step as appropriate.
 
 ## Installation
 
-Install from PyPi:
+Install from PyPI:
 
 ```bash
 pipx install {{ cookiecutter.mapper_id }}
diff --git a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/pyproject.toml b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/pyproject.toml
index f09be6d50..b2a7ce578 100644
--- a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/pyproject.toml
+++ b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/pyproject.toml
@@ -1,4 +1,4 @@
-[tool.poetry]
+[project]
 {%- if cookiecutter.variant != "None (Skip)" %}
 name = "{{cookiecutter.variant}}-{{cookiecutter.mapper_id}}"
 {%- else %}
@@ -7,7 +7,7 @@ name = "{{cookiecutter.mapper_id}}"
 version = "0.0.1"
 description = "Singer mapper {{cookiecutter.name}}, built with the Meltano Singer SDK."
 readme = "README.md"
-authors = ["{{ cookiecutter.admin_name }} <{{ cookiecutter.admin_email }}>"]
+authors = [{ name = "{{ cookiecutter.admin_name }}", email = "{{ cookiecutter.admin_email }}" }]
 keywords = [
     "ELT",
     "Mapper",
@@ -15,6 +15,7 @@ keywords = [
 ]
 classifiers = [
     "Intended Audience :: Developers",
+    "License :: OSI Approved :: Apache Software License",
     "Operating System :: OS Independent",
     "Programming Language :: Python :: 3.9",
     "Programming Language :: Python :: 3.10",
@@ -23,6 +24,11 @@ classifiers = [
     "Programming Language :: Python :: 3.13",
 ]
 license = "Apache-2.0"
+license-files = [ "LICENSE" ]
+requires-python = ">=3.9"
+dynamic = ["dependencies"]
+
+[tool.poetry]
 {%- if cookiecutter.variant != "None (Skip)" %}
 packages = [
     { include = "{{cookiecutter.library_name}}" },
@@ -30,19 +36,20 @@ packages = [
 {%- endif %}
 
 [tool.poetry.dependencies]
-python = ">=3.9"
-singer-sdk = { version="~=0.42.1"{{ ', extras = ["faker"]' if cookiecutter.faker_extra }} }
+singer-sdk = { version="~=0.44.1"{{ ', extras = ["faker"]' if cookiecutter.faker_extra }} }
 fs-s3fs = { version = "~=1.1.1", optional = true }
 
 [tool.poetry.group.dev.dependencies]
 pytest = ">=8"
-singer-sdk = { version="~=0.42.1", extras = ["testing"] }
+singer-sdk = { version="~=0.44.1", extras = ["testing"] }
 
 [tool.poetry.extras]
 s3 = ["fs-s3fs"]
 
 [tool.pytest.ini_options]
-addopts = '--durations=10'
+addopts = [
+    "--durations=10",
+]
 
 [tool.mypy]
 python_version = "3.12"
@@ -53,10 +60,7 @@ target-version = "py39"
 
 [tool.ruff.lint]
 ignore = [
-    "ANN101",  # missing-type-self
-    "ANN102",  # missing-type-cls
     "COM812",  # missing-trailing-comma
-    "ISC001",  # single-line-implicit-string-concatenation
 ]
 select = ["ALL"]
 
@@ -67,7 +71,7 @@ allow-star-arg-any = true
 convention = "google"
 
 [build-system]
-requires = ["poetry-core"]
+requires = ["poetry-core>=2,<3"]
 build-backend = "poetry.core.masonry.api"
 
 [tool.poetry.scripts]
diff --git a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/tox.ini b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/tox.ini
index 90c122a54..632c513b0 100644
--- a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/tox.ini
+++ b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/tox.ini
@@ -6,6 +6,8 @@ requires =
     tox>=4.19
 
 [testenv]
+pass_env =
+    {{cookiecutter.mapper_id.replace('-', '_').upper()}}_*
 deps =
     pytest
 commands =
diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.github/workflows/build.yml b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.github/workflows/build.yml
index 179acf18a..fc8cc23d0 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.github/workflows/build.yml
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.github/workflows/build.yml
@@ -10,11 +10,12 @@ permissions:
 jobs:
   build:
     runs-on: ubuntu-latest
+    outputs:
+      version: {{ '${{ steps.baipp.outputs.package_version }}' }}
     steps:
     - uses: actions/checkout@v4
-      with:
-        fetch-depth: 0
     - uses: hynek/build-and-inspect-python-package@v2
+      id: baipp
 
   publish:
     name: Publish to PyPI
@@ -23,7 +24,13 @@ jobs:
     ## TODO: optionally provide the name of the environment for the trusted
     ## publisher on PyPI
     ## https://docs.github.com/en/actions/deployment/targeting-different-environments/using-environments-for-deployment
-    # environment: pypi
+    # environment:
+    #   name: pypi
+    {%- if cookiecutter.variant != "None (Skip)" %}
+    #   url: https://pypi.org/project/{{cookiecutter.variant}}-{{cookiecutter.tap_id}}/{{ '${{ steps.baipp.outputs.package_version }}' }}
+    {%- else %}
+    #   url: https://pypi.org/project/{{cookiecutter.tap_id}}/{{ '${{ steps.baipp.outputs.package_version }}' }}
+    {%- endif %}
     if: startsWith(github.ref, 'refs/tags/')
     steps:
     - uses: actions/download-artifact@v4
@@ -42,4 +49,4 @@ jobs:
     - name: Publish
       ## TODO: create a trusted publisher on PyPI
       ## https://docs.pypi.org/trusted-publishers/
-      uses: pypa/gh-action-pypi-publish@v1.12.2
+      uses: pypa/gh-action-pypi-publish@v1.12.3
diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.pre-commit-config.yaml b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.pre-commit-config.yaml
index 869ab2492..efc51ca1f 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.pre-commit-config.yaml
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.pre-commit-config.yaml
@@ -18,20 +18,20 @@ repos:
   - id: trailing-whitespace
 
 - repo: https://github.com/python-jsonschema/check-jsonschema
-  rev: 0.29.4
+  rev: 0.31.0
   hooks:
   - id: check-dependabot
   - id: check-github-workflows
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.7.3
+  rev: v0.9.3
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
   - id: ruff-format
 
 - repo: https://github.com/pre-commit/mirrors-mypy
-  rev: v1.13.0
+  rev: v1.14.1
   hooks:
   - id: mypy
     additional_dependencies:
diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/README.md b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/README.md
index 2136340ef..3aa834221 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/README.md
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/README.md
@@ -6,11 +6,11 @@ Built with the [Meltano Tap SDK](https://sdk.meltano.com) for Singer Taps.
 
 <!--
 
-Developer TODO: Update the below as needed to correctly describe the install procedure. For instance, if you do not have a PyPi repo, or if you want users to directly install from your git repo, you can modify this step as appropriate.
+Developer TODO: Update the below as needed to correctly describe the install procedure. For instance, if you do not have a PyPI repo, or if you want users to directly install from your git repo, you can modify this step as appropriate.
 
 ## Installation
 
-Install from PyPi:
+Install from PyPI:
 
 ```bash
 pipx install {{ cookiecutter.tap_id }}
@@ -121,7 +121,8 @@ Now you can test and orchestrate using Meltano:
 ```bash
 # Test invocation:
 meltano invoke {{ cookiecutter.tap_id }} --version
-# OR run a test `elt` pipeline:
+
+# OR run a test ELT pipeline:
 meltano run {{ cookiecutter.tap_id }} target-jsonl
 ```
 
diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml
index bf1deb719..f376111e4 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml
@@ -1,4 +1,4 @@
-[tool.poetry]
+[project]
 {%- if cookiecutter.variant != "None (Skip)" %}
 name = "{{cookiecutter.variant}}-{{cookiecutter.tap_id}}"
 {%- else %}
@@ -7,13 +7,14 @@ name = "{{cookiecutter.tap_id}}"
 version = "0.0.1"
 description = "Singer tap for {{cookiecutter.source_name}}, built with the Meltano Singer SDK."
 readme = "README.md"
-authors = ["{{ cookiecutter.admin_name }} <{{ cookiecutter.admin_email }}>"]
+authors = [{ name = "{{ cookiecutter.admin_name }}", email = "{{ cookiecutter.admin_email }}" }]
 keywords = [
     "ELT",
     "{{cookiecutter.source_name}}",
 ]
 classifiers = [
     "Intended Audience :: Developers",
+    "License :: OSI Approved :: Apache Software License",
     "Operating System :: OS Independent",
     "Programming Language :: Python :: 3.9",
     "Programming Language :: Python :: 3.10",
@@ -22,6 +23,11 @@ classifiers = [
     "Programming Language :: Python :: 3.13",
 ]
 license = "Apache-2.0"
+license-files = [ "LICENSE" ]
+requires-python = ">=3.9"
+dynamic = ["dependencies"]
+
+[tool.poetry]
 {%- if cookiecutter.variant != "None (Skip)" %}
 packages = [
     { include = "{{cookiecutter.library_name}}" },
@@ -29,8 +35,7 @@ packages = [
 {%- endif %}
 
 [tool.poetry.dependencies]
-python = ">=3.9"
-singer-sdk = { version="~=0.42.1", extras = [
+singer-sdk = { version="~=0.44.1", extras = [
     {%- if cookiecutter.auth_method == "JWT" -%}"jwt", {% endif -%}
     {%- if cookiecutter.faker_extra -%}"faker",{%- endif -%}
 ] }
@@ -38,20 +43,25 @@ fs-s3fs = { version = "~=1.1.1", optional = true }
 {%- if cookiecutter.stream_type in ["REST", "GraphQL"] %}
 requests = "~=2.32.3"
 {%- endif %}
+{%- if cookiecutter.stream_type == "SQL" %}
+sqlalchemy = "~=2.0.36"
+{%- endif %}
 
 [tool.poetry.group.dev.dependencies]
 pytest = ">=8"
 {%- if cookiecutter.auth_method == "JWT" %}
-singer-sdk = { version="~=0.42.1", extras = ["jwt", "testing"] }
+singer-sdk = { version="~=0.44.1", extras = ["jwt", "testing"] }
 {%- else %}
-singer-sdk = { version="~=0.42.1", extras = ["testing"] }
+singer-sdk = { version="~=0.44.1", extras = ["testing"] }
 {%- endif %}
 
 [tool.poetry.extras]
 s3 = ["fs-s3fs"]
 
 [tool.pytest.ini_options]
-addopts = '--durations=10'
+addopts = [
+    "--durations=10",
+]
 
 [tool.mypy]
 python_version = "3.12"
@@ -67,10 +77,7 @@ target-version = "py39"
 
 [tool.ruff.lint]
 ignore = [
-    "ANN101",  # missing-type-self
-    "ANN102",  # missing-type-cls
     "COM812",  # missing-trailing-comma
-    "ISC001",  # single-line-implicit-string-concatenation
 ]
 select = ["ALL"]
 
@@ -81,7 +88,7 @@ allow-star-arg-any = true
 convention = "google"
 
 [build-system]
-requires = ["poetry-core"]
+requires = ["poetry-core>=2,<3"]
 build-backend = "poetry.core.masonry.api"
 
 [tool.poetry.scripts]
diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/tox.ini b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/tox.ini
index 90c122a54..18cf562e1 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/tox.ini
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/tox.ini
@@ -6,6 +6,8 @@ requires =
     tox>=4.19
 
 [testenv]
+pass_env =
+    {{cookiecutter.tap_id.replace('-', '_').upper()}}_*
 deps =
     pytest
 commands =
diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/graphql-client.py b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/graphql-client.py
index efdaa0c75..93cdd1699 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/graphql-client.py
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/graphql-client.py
@@ -5,7 +5,7 @@
 import decimal
 import typing as t
 
-import requests  # noqa: TCH002
+import requests  # noqa: TC002
 from singer_sdk.streams import {{ cookiecutter.stream_type }}Stream
 
 {%- if cookiecutter.auth_method in ("OAuth2", "JWT") %}
diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/rest-client.py b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/rest-client.py
index 5eb38aaf0..0ca4bbb36 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/rest-client.py
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/rest-client.py
@@ -12,29 +12,29 @@
 {% if cookiecutter.auth_method  == "API Key" -%}
 from singer_sdk.authenticators import APIKeyAuthenticator
 from singer_sdk.helpers.jsonpath import extract_jsonpath
-from singer_sdk.pagination import BaseAPIPaginator  # noqa: TCH002
+from singer_sdk.pagination import BaseAPIPaginator  # noqa: TC002
 from singer_sdk.streams import {{ cookiecutter.stream_type }}Stream
 
 {% elif cookiecutter.auth_method  == "Bearer Token" -%}
 from singer_sdk.authenticators import BearerTokenAuthenticator
 from singer_sdk.helpers.jsonpath import extract_jsonpath
-from singer_sdk.pagination import BaseAPIPaginator  # noqa: TCH002
+from singer_sdk.pagination import BaseAPIPaginator  # noqa: TC002
 from singer_sdk.streams import {{ cookiecutter.stream_type }}Stream
 
 {% elif cookiecutter.auth_method == "Basic Auth" -%}
 from requests.auth import HTTPBasicAuth
 from singer_sdk.helpers.jsonpath import extract_jsonpath
-from singer_sdk.pagination import BaseAPIPaginator  # noqa: TCH002
+from singer_sdk.pagination import BaseAPIPaginator  # noqa: TC002
 from singer_sdk.streams import {{ cookiecutter.stream_type }}Stream
 
 {% elif cookiecutter.auth_method == "Custom or N/A" -%}
 from singer_sdk.helpers.jsonpath import extract_jsonpath
-from singer_sdk.pagination import BaseAPIPaginator  # noqa: TCH002
+from singer_sdk.pagination import BaseAPIPaginator  # noqa: TC002
 from singer_sdk.streams import {{ cookiecutter.stream_type }}Stream
 
 {% elif cookiecutter.auth_method in ("OAuth2", "JWT") -%}
 from singer_sdk.helpers.jsonpath import extract_jsonpath
-from singer_sdk.pagination import BaseAPIPaginator  # noqa: TCH002
+from singer_sdk.pagination import BaseAPIPaginator  # noqa: TC002
 from singer_sdk.streams import {{ cookiecutter.stream_type }}Stream
 
 from {{ cookiecutter.library_name }}.auth import {{ cookiecutter.source_name }}Authenticator
diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/sql-client.py b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/sql-client.py
index 886b0d8f7..884ccb37f 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/sql-client.py
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/sql-client.py
@@ -7,7 +7,7 @@
 
 import typing as t
 
-import sqlalchemy  # noqa: TCH002
+import sqlalchemy  # noqa: TC002
 from singer_sdk import SQLConnector, SQLStream
 
 
diff --git a/cookiecutter/target-template/{{cookiecutter.target_id}}/.github/workflows/build.yml b/cookiecutter/target-template/{{cookiecutter.target_id}}/.github/workflows/build.yml
index 179acf18a..99fe8294e 100644
--- a/cookiecutter/target-template/{{cookiecutter.target_id}}/.github/workflows/build.yml
+++ b/cookiecutter/target-template/{{cookiecutter.target_id}}/.github/workflows/build.yml
@@ -10,11 +10,12 @@ permissions:
 jobs:
   build:
     runs-on: ubuntu-latest
+    outputs:
+      version: {{ '${{ steps.baipp.outputs.package_version }}' }}
     steps:
     - uses: actions/checkout@v4
-      with:
-        fetch-depth: 0
     - uses: hynek/build-and-inspect-python-package@v2
+      id: baipp
 
   publish:
     name: Publish to PyPI
@@ -23,7 +24,13 @@ jobs:
     ## TODO: optionally provide the name of the environment for the trusted
     ## publisher on PyPI
     ## https://docs.github.com/en/actions/deployment/targeting-different-environments/using-environments-for-deployment
-    # environment: pypi
+    # environment:
+    #   name: pypi
+    {%- if cookiecutter.variant != "None (Skip)" %}
+    #   url: https://pypi.org/project/{{cookiecutter.variant}}-{{cookiecutter.target_id}}/{{ '${{ steps.baipp.outputs.package_version }}' }}
+    {%- else %}
+    #   url: https://pypi.org/project/{{cookiecutter.target_id}}/{{ '${{ steps.baipp.outputs.package_version }}' }}
+    {%- endif %}
     if: startsWith(github.ref, 'refs/tags/')
     steps:
     - uses: actions/download-artifact@v4
@@ -42,4 +49,4 @@ jobs:
     - name: Publish
       ## TODO: create a trusted publisher on PyPI
       ## https://docs.pypi.org/trusted-publishers/
-      uses: pypa/gh-action-pypi-publish@v1.12.2
+      uses: pypa/gh-action-pypi-publish@v1.12.3
diff --git a/cookiecutter/target-template/{{cookiecutter.target_id}}/.pre-commit-config.yaml b/cookiecutter/target-template/{{cookiecutter.target_id}}/.pre-commit-config.yaml
index 86aedf0e9..3ba7f67f3 100644
--- a/cookiecutter/target-template/{{cookiecutter.target_id}}/.pre-commit-config.yaml
+++ b/cookiecutter/target-template/{{cookiecutter.target_id}}/.pre-commit-config.yaml
@@ -18,20 +18,20 @@ repos:
   - id: trailing-whitespace
 
 - repo: https://github.com/python-jsonschema/check-jsonschema
-  rev: 0.29.4
+  rev: 0.31.0
   hooks:
   - id: check-dependabot
   - id: check-github-workflows
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.7.3
+  rev: v0.9.3
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
   - id: ruff-format
 
 - repo: https://github.com/pre-commit/mirrors-mypy
-  rev: v1.13.0
+  rev: v1.14.1
   hooks:
   - id: mypy
     additional_dependencies:
diff --git a/cookiecutter/target-template/{{cookiecutter.target_id}}/README.md b/cookiecutter/target-template/{{cookiecutter.target_id}}/README.md
index 6733f0fc0..b4fd87fbc 100644
--- a/cookiecutter/target-template/{{cookiecutter.target_id}}/README.md
+++ b/cookiecutter/target-template/{{cookiecutter.target_id}}/README.md
@@ -6,11 +6,11 @@ Build with the [Meltano Target SDK](https://sdk.meltano.com).
 
 <!--
 
-Developer TODO: Update the below as needed to correctly describe the install procedure. For instance, if you do not have a PyPi repo, or if you want users to directly install from your git repo, you can modify this step as appropriate.
+Developer TODO: Update the below as needed to correctly describe the install procedure. For instance, if you do not have a PyPI repo, or if you want users to directly install from your git repo, you can modify this step as appropriate.
 
 ## Installation
 
-Install from PyPi:
+Install from PyPI:
 
 ```bash
 pipx install {{ cookiecutter.target_id }}
@@ -66,8 +66,8 @@ You can easily run `{{ cookiecutter.target_id }}` by itself or in a pipeline usi
 ```bash
 {{ cookiecutter.target_id }} --version
 {{ cookiecutter.target_id }} --help
-# Test using the "Carbon Intensity" sample:
-tap-carbon-intensity | {{ cookiecutter.target_id }} --config /path/to/{{ cookiecutter.target_id }}-config.json
+# Test using the "Smoke Test" tap:
+tap-smoke-test | {{ cookiecutter.target_id }} --config /path/to/{{ cookiecutter.target_id }}-config.json
 ```
 
 ## Developer Resources
@@ -122,8 +122,9 @@ Now you can test and orchestrate using Meltano:
 ```bash
 # Test invocation:
 meltano invoke {{ cookiecutter.target_id }} --version
-# OR run a test `elt` pipeline with the Carbon Intensity sample tap:
-meltano run tap-carbon-intensity {{ cookiecutter.target_id }}
+
+# OR run a test ELT pipeline with the Smoke Test sample tap:
+meltano run tap-smoke-test {{ cookiecutter.target_id }}
 ```
 
 ### SDK Dev Guide
diff --git a/cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml b/cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml
index 6074b71bc..8975b9a99 100644
--- a/cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml
+++ b/cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml
@@ -1,4 +1,4 @@
-[tool.poetry]
+[project]
 {%- if cookiecutter.variant != "None (Skip)" %}
 name = "{{cookiecutter.variant}}-{{cookiecutter.target_id}}"
 {%- else %}
@@ -7,13 +7,14 @@ name = "{{cookiecutter.target_id}}"
 version = "0.0.1"
 description = "Singer target for {{cookiecutter.destination_name}}, built with the Meltano Singer SDK."
 readme = "README.md"
-authors = ["{{ cookiecutter.admin_name }} <{{ cookiecutter.admin_email }}>"]
+authors = [{ name = "{{ cookiecutter.admin_name }}", email = "{{ cookiecutter.admin_email }}" }]
 keywords = [
     "ELT",
     "{{cookiecutter.destination_name}}",
 ]
 classifiers = [
     "Intended Audience :: Developers",
+    "License :: OSI Approved :: Apache Software License",
     "Operating System :: OS Independent",
     "Programming Language :: Python :: 3.9",
     "Programming Language :: Python :: 3.10",
@@ -22,6 +23,11 @@ classifiers = [
     "Programming Language :: Python :: 3.13",
 ]
 license = "Apache-2.0"
+license-files = [ "LICENSE" ]
+requires-python = ">=3.9"
+dynamic = ["dependencies"]
+
+[tool.poetry]
 {%- if cookiecutter.variant != "None (Skip)" %}
 packages = [
     { include = "{{cookiecutter.library_name}}" },
@@ -29,8 +35,7 @@ packages = [
 {%- endif %}
 
 [tool.poetry.dependencies]
-python = ">=3.9"
-singer-sdk = { version="~=0.42.1"{{ ', extras = ["faker"]' if cookiecutter.faker_extra }} }
+singer-sdk = { version="~=0.44.1"{{ ', extras = ["faker"]' if cookiecutter.faker_extra }} }
 fs-s3fs = { version = "~=1.1.1", optional = true }
 {%- if cookiecutter.serialization_method != "SQL" %}
 requests = "~=2.32.3"
@@ -38,14 +43,11 @@ requests = "~=2.32.3"
 
 [tool.poetry.dev-dependencies]
 pytest = ">=8"
-singer-sdk = { version="~=0.42.1", extras = ["testing"] }
+singer-sdk = { version="~=0.44.1", extras = ["testing"] }
 
 [tool.poetry.extras]
 s3 = ["fs-s3fs"]
 
-[tool.pytest.ini_options]
-addopts = '--durations=10'
-
 [tool.mypy]
 python_version = "3.12"
 warn_unused_configs = true
@@ -55,10 +57,7 @@ target-version = "py39"
 
 [tool.ruff.lint]
 ignore = [
-    "ANN101",  # missing-type-self
-    "ANN102",  # missing-type-cls
     "COM812",  # missing-trailing-comma
-    "ISC001",  # single-line-implicit-string-concatenation
 ]
 select = ["ALL"]
 
@@ -69,7 +68,7 @@ allow-star-arg-any = true
 convention = "google"
 
 [build-system]
-requires = ["poetry-core"]
+requires = ["poetry-core>=2,<3"]
 build-backend = "poetry.core.masonry.api"
 
 [tool.poetry.scripts]
diff --git a/cookiecutter/target-template/{{cookiecutter.target_id}}/tox.ini b/cookiecutter/target-template/{{cookiecutter.target_id}}/tox.ini
index 90c122a54..82cea9e62 100644
--- a/cookiecutter/target-template/{{cookiecutter.target_id}}/tox.ini
+++ b/cookiecutter/target-template/{{cookiecutter.target_id}}/tox.ini
@@ -6,6 +6,8 @@ requires =
     tox>=4.19
 
 [testenv]
+pass_env =
+    {{cookiecutter.target_id.replace('-', '_').upper()}}_*
 deps =
     pytest
 commands =
diff --git a/docs/conf.py b/docs/conf.py
index 48a83cd8c..9b2d437b4 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -29,7 +29,7 @@
 author = "Meltano Core Team and Contributors"
 
 # The full version, including alpha/beta/rc tags
-release = "0.42.1"
+release = "0.44.1"
 
 
 # -- General configuration -------------------------------------------------------------
diff --git a/docs/guides/sql-tap.md b/docs/guides/sql-tap.md
index 9e3eda34e..68b171f84 100644
--- a/docs/guides/sql-tap.md
+++ b/docs/guides/sql-tap.md
@@ -1,5 +1,9 @@
 # Building SQL taps
 
+```{warning}
+Starting with version `0.43.0`, SQL taps require SQLAlchemy 2.0 or newer.
+```
+
 ## Mapping SQL types to JSON Schema
 
 Starting with version `0.41.0`, the Meltano Singer SDK provides a clean way to map SQL types to JSON Schema. This is useful when the SQL dialect you are using has custom types that need to be mapped accordingly to JSON Schema.
diff --git a/docs/guides/sql-target.md b/docs/guides/sql-target.md
index 77be4ad12..c2af5c01f 100644
--- a/docs/guides/sql-target.md
+++ b/docs/guides/sql-target.md
@@ -56,3 +56,56 @@ class MyConnector(SQLConnector):
         to_sql.register_format_handler("uri", URI)
         return to_sql
 ```
+
+### Use the `x-sql-datatype` JSON Schema extension
+
+You can register new type handlers for the `x-sql-datatype` extension:
+
+```python
+from my_sqlalchemy_dialect import URI
+
+
+class MyConnector(SQLConnector):
+    @functools.cached_property
+    def jsonschema_to_sql(self):
+        to_sql = JSONSchemaToSQL()
+        to_sql.register_sql_datatype_handler("smallint", sa.types.SMALLINT)
+        return to_sql
+```
+
+Then you can annotate the tap' catalog to specify the SQL type:
+
+````{tab} meltano.yml
+```yaml
+# https://docs.meltano.com/concepts/plugins/#schema-extra
+plugins:
+  extractors:
+  - name: tap-example
+    schema:
+      addresses:
+        number:
+          x-sql-datatype: smallint
+```
+````
+
+````{tab} JSON catalog
+```json
+{
+  "streams": [
+    {
+      "stream": "addresses",
+      "tap_stream_id": "addresses",
+      "schema": {
+        "type": "object",
+        "properties": {
+          "number": {
+            "type": "integer",
+            "x-sql-datatype": "smallint"
+          }
+        }
+      }
+    }
+  ]
+}
+```
+````
diff --git a/docs/python_tips.md b/docs/python_tips.md
index 73a84ea7f..b26cae6d3 100644
--- a/docs/python_tips.md
+++ b/docs/python_tips.md
@@ -39,7 +39,7 @@ creating and managing virtual environments, these two tools automate the process
     `poetry add -D <pippable-dev-only-ref>`.
   - If version conflicts occur, relax the version constraints in `pyproject.toml` for the
     libraries where the conflict is reported, then try again.
-  - Poetry can also publish your libraries to PyPi.
+  - Poetry can also publish your libraries to PyPI.
 - **pipx**: Install pipx once, and then use pipx _instead of_ pip.
   - If you are using poetry for development, then all other pip-installables should be
     executable tools and programs, which is what pipx is designed for.
diff --git a/docs/stream_maps.md b/docs/stream_maps.md
index a47539158..9df083e9b 100644
--- a/docs/stream_maps.md
+++ b/docs/stream_maps.md
@@ -230,11 +230,12 @@ can be referenced directly by mapping expressions.
 
 The following functions and namespaces are available for use in mapping expressions:
 
-| Function                                     | Description                                                                                                                                                                                                                                                            |
-| :------------------------------------------- | :--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| [`md5()`](inv:python:py:module:#hashlib)     | Returns an inline MD5 hash of any string, outputting the string representation of the hash's hex digest. This is defined by the SDK internally with native python: [`hashlib.md5(<input>.encode("utf-8")).hexdigest()`](inv:python:py:method:#hashlib.hash.hexdigest). |
-| [`datetime`](inv:python:py:module:#datetime) | This is the datetime module object from the Python standard library. You can access [`datetime.datetime`](inv:python:py:class:#datetime.datetime), [`datetime.timedelta`](inv:python:py:class:#datetime.timedelta), etc.                                               |
-| [`json`](inv:python:py:module:#json)         | This is the json module object from the Python standard library. Primarily used for calling [`json.dumps()`](inv:python:py:function:#json.dumps) and [`json.loads()`](inv:python:py:function:#json.loads).                                                             |
+| Function                                             | Description                                                                                                                                                                                                                                                                  |
+| :--------------------------------------------------- | :--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| [`md5()`](inv:python:py:function:#hashlib.md5)       | Returns an inline MD5 hash of any string, outputting the string representation of the hash's hex digest. This is defined by the SDK internally with native python: [`hashlib.md5(<input>.encode("utf-8")).hexdigest()`](inv:python:py:method:#hashlib.hash.hexdigest).       |
+| [`sha256()`](inv:python:py:function:#hashlib.sha256) | Returns an inline SHA256 hash of any string, outputting the string representation of the hash's hex digest. This is defined by the SDK internally with native python: [`hashlib.sha256(<input>.encode("utf-8")).hexdigest()`](inv:python:py:method:#hashlib.hash.hexdigest). |
+| [`datetime`](inv:python:py:module:#datetime)         | This is the datetime module object from the Python standard library. You can access [`datetime.datetime`](inv:python:py:class:#datetime.datetime), [`datetime.timedelta`](inv:python:py:class:#datetime.timedelta), etc.                                                     |
+| [`json`](inv:python:py:module:#json)                 | This is the json module object from the Python standard library. Primarily used for calling [`json.dumps()`](inv:python:py:function:#json.dumps) and [`json.loads()`](inv:python:py:function:#json.loads).                                                                   |
 
 #### Built-in Variable Names
 
@@ -778,3 +779,31 @@ the `key_properties` in an extract-load pipeline. For instance, it is common to
 "append-only" loading behavior in certain targets, as may be required for historical reporting. This does not change the
 underlying nature of the `primary_key` configuration in the upstream source data, only how it will be landed or deduped
 in the downstream source.
+
+
+### Q: How do I use Meltano environment variables to configure stream maps?
+
+**Answer:** Environment variables in Meltano can be used to configure stream maps, but you first need to add the corresponding settings
+to your plugins `settings` option. For example:
+
+```yaml
+plugins:
+  extractors:
+  - name: tap-csv
+    variant: meltanolabs
+    pip_url: git+https://github.com/MeltanoLabs/tap-csv.git
+    settings:
+    - name: stream_maps.customers.email
+    - name: stream_maps.customers.email_domain
+    - name: stream_maps.customers.email_hash
+    - name: stream_maps.customers.__else__
+    - name: stream_maps.stream_map_config
+```
+
+Then, you can set the following environment variables:
+
+```shell
+TAP_CSV_STREAM_MAPS_CUSTOMERS_EMAIL_DOMAIN='email.split("@")[-1]'
+TAP_CSV_STREAM_MAPS_CUSTOMERS_EMAIL_HASH='md5(config["hash_seed"] + email)'
+TAP_CSV_STREAM_MAP_CONFIG_HASH_SEED='01AWZh7A6DzGm6iJZZ2T'
+```
diff --git a/noxfile.py b/noxfile.py
index 8e5d667fe..d761df1bc 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -105,7 +105,7 @@ def benches(session: nox.Session) -> None:
 @nox.session(name="deps", python=main_python_version)
 def dependencies(session: nox.Session) -> None:
     """Check issues with dependencies."""
-    session.install(".[s3,testing]")
+    session.install(".[docs,faker,jwt,parquet,s3,ssh,testing]")
     session.install("deptry")
     session.run("deptry", "singer_sdk", *session.posargs)
 
diff --git a/poetry.lock b/poetry.lock
index e19f3567d..79197f0c9 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,120 +1,133 @@
-# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
 
 [[package]]
 name = "aiobotocore"
-version = "2.15.2"
+version = "2.17.0"
 description = "Async client for aws services using botocore and aiohttp"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"s3\""
 files = [
-    {file = "aiobotocore-2.15.2-py3-none-any.whl", hash = "sha256:d4d3128b4b558e2b4c369bfa963b022d7e87303adb82eec623cec8aa77ae578a"},
-    {file = "aiobotocore-2.15.2.tar.gz", hash = "sha256:9ac1cfcaccccc80602968174aa032bf978abe36bd4e55e6781d6500909af1375"},
+    {file = "aiobotocore-2.17.0-py3-none-any.whl", hash = "sha256:aedccd5368a64401233ef9f27983d3d3cb6a507a6ca981f5ec1df014c00e260e"},
+    {file = "aiobotocore-2.17.0.tar.gz", hash = "sha256:a3041333c565bff9d63b4468bee4944f2d81cff63a45b10e5cc652f3837f9cc2"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.9.2,<4.0.0"
 aioitertools = ">=0.5.1,<1.0.0"
-botocore = ">=1.35.16,<1.35.37"
+botocore = ">=1.35.74,<1.35.94"
+jmespath = ">=0.7.1,<2.0.0"
+multidict = ">=6.0.0,<7.0.0"
+python-dateutil = ">=2.1,<3.0.0"
+urllib3 = [
+    {version = ">=1.25.4,<1.27", markers = "python_version < \"3.10\""},
+    {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""},
+]
 wrapt = ">=1.10.10,<2.0.0"
 
 [package.extras]
-awscli = ["awscli (>=1.34.16,<1.35.3)"]
-boto3 = ["boto3 (>=1.35.16,<1.35.37)"]
+awscli = ["awscli (>=1.36.15,<1.36.35)"]
+boto3 = ["boto3 (>=1.35.74,<1.35.94)"]
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.4.3"
+version = "2.4.4"
 description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"s3\""
 files = [
-    {file = "aiohappyeyeballs-2.4.3-py3-none-any.whl", hash = "sha256:8a7a83727b2756f394ab2895ea0765a0a8c475e3c71e98d43d76f22b4b435572"},
-    {file = "aiohappyeyeballs-2.4.3.tar.gz", hash = "sha256:75cf88a15106a5002a8eb1dab212525c00d1f4c0fa96e551c9fbe6f09a621586"},
+    {file = "aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"},
+    {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745"},
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.11.7"
+version = "3.11.11"
 description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
@@ -136,6 +149,8 @@ version = "0.12.0"
 description = "itertools and builtins for AsyncIO and mixed iterables"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"s3\""
 files = [
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@@ -150,13 +165,15 @@ docs = ["sphinx (==8.0.2)", "sphinx-mdinclude (==0.6.2)"]
 
 [[package]]
 name = "aiosignal"
-version = "1.3.1"
+version = "1.3.2"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"s3\""
 files = [
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 ]
 
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@@ -168,6 +185,8 @@ version = "0.7.16"
 description = "A light, configurable Sphinx theme"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
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@@ -179,6 +198,7 @@ version = "1.4.4"
 description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
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@@ -190,6 +210,8 @@ version = "5.0.1"
 description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"s3\" and python_version < \"3.11\""
 files = [
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@@ -197,19 +219,20 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "24.2.0"
+version = "24.3.0"
 description = "Classes Without Boilerplate"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+groups = ["main", "dev", "typing"]
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+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
 tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
@@ -220,6 +243,8 @@ version = "2.16.0"
 description = "Internationalization utilities"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
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@@ -234,6 +259,8 @@ version = "2.2.1"
 description = "Function decoration for backoff and retry"
 optional = false
 python-versions = ">=3.7,<4.0"
+groups = ["main"]
+markers = "python_version < \"4\""
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 ]
 
 [[package]]
 name = "bcrypt"
 version = "4.2.1"
 description = "Modern password hashing for your software and your servers"
-optional = false
+optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"ssh\""
 files = [
     {file = "bcrypt-4.2.1-cp37-abi3-macosx_10_12_universal2.whl", hash = "sha256:1340411a0894b7d3ef562fb233e4b6ed58add185228650942bdc885362f32c17"},
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@@ -339,6 +370,8 @@ version = "4.12.3"
 description = "Screen-scraping library"
 optional = true
 python-versions = ">=3.6.0"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"},
     {file = "beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051"},
@@ -356,17 +389,19 @@ lxml = ["lxml"]
 
 [[package]]
 name = "boto3"
-version = "1.35.36"
+version = "1.35.93"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
-    {file = "boto3-1.35.36-py3-none-any.whl", hash = "sha256:33735b9449cd2ef176531ba2cb2265c904a91244440b0e161a17da9d24a1e6d1"},
-    {file = "boto3-1.35.36.tar.gz", hash = "sha256:586524b623e4fbbebe28b604c6205eb12f263cc4746bccb011562d07e217a4cb"},
+    {file = "boto3-1.35.93-py3-none-any.whl", hash = "sha256:7de2c44c960e486f3c57e5203ea6393c6c4f0914c5f81c789ceb8b5d2ba5d1c5"},
+    {file = "boto3-1.35.93.tar.gz", hash = "sha256:2446e819cf4e295833474cdcf2c92bc82718ce537e9ee1f17f7e3d237f60e69b"},
 ]
+markers = {main = "extra == \"s3\""}
 
 [package.dependencies]
-botocore = ">=1.35.36,<1.36.0"
+botocore = ">=1.35.93,<1.36.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -375,14 +410,16 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.35.36"
+version = "1.35.93"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
-    {file = "botocore-1.35.36-py3-none-any.whl", hash = "sha256:64241c778bf2dc863d93abab159e14024d97a926a5715056ef6411418cb9ead3"},
-    {file = "botocore-1.35.36.tar.gz", hash = "sha256:354ec1b766f0029b5d6ff0c45d1a0f9e5007b7d2f3ec89bcdd755b208c5bc797"},
+    {file = "botocore-1.35.93-py3-none-any.whl", hash = "sha256:47f7161000af6036f806449e3de12acdd3ec11aac7f5578e43e96241413a0f8f"},
+    {file = "botocore-1.35.93.tar.gz", hash = "sha256:b8d245a01e7d64c41edcf75a42be158df57b9518a83a3dbf5c7e4b8c2bc540cc"},
 ]
+markers = {main = "extra == \"s3\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -401,6 +438,7 @@ version = "24.1.2"
 description = "Composable complex class support for attrs and dataclasses."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "cattrs-24.1.2-py3-none-any.whl", hash = "sha256:67c7495b760168d931a10233f979b28dc04daf853b30752246f4f8471c6d68d0"},
     {file = "cattrs-24.1.2.tar.gz", hash = "sha256:8028cfe1ff5382df59dd36474a86e02d817b06eaf8af84555441bac915d2ef85"},
@@ -423,13 +461,14 @@ ujson = ["ujson (>=5.7.0)"]
 
 [[package]]
 name = "certifi"
-version = "2024.8.30"
+version = "2024.12.14"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
+groups = ["main", "dev"]
 files = [
-    {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
-    {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
+    {file = "certifi-2024.12.14-py3-none-any.whl", hash = "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56"},
+    {file = "certifi-2024.12.14.tar.gz", hash = "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db"},
 ]
 
 [[package]]
@@ -438,6 +477,7 @@ version = "1.17.1"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "benchmark", "dev"]
 files = [
     {file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"},
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@@ -507,133 +547,123 @@ files = [
     {file = "cffi-1.17.1-cp39-cp39-win_amd64.whl", hash = "sha256:d016c76bdd850f3c626af19b0542c9677ba156e4ee4fccfdd7848803533ef662"},
     {file = "cffi-1.17.1.tar.gz", hash = "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824"},
 ]
+markers = {main = "extra == \"ssh\" or extra == \"jwt\" and platform_python_implementation != \"PyPy\"", dev = "platform_python_implementation != \"PyPy\""}
 
 [package.dependencies]
 pycparser = "*"
 
 [[package]]
 name = "charset-normalizer"
-version = "3.4.0"
+version = "3.4.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
-python-versions = ">=3.7.0"
-files = [
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 name = "click"
-version = "8.1.7"
+version = "8.1.8"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
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 [package.dependencies]
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 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
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 ]
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+    {file = "coverage-7.6.10.tar.gz", hash = "sha256:7fb105327c8f8f0682e29843e2ff96af9dcbe5bab8eeb4b398c6a33a16d80a23"},
 ]
 
 [package.dependencies]
@@ -733,6 +766,7 @@ version = "43.0.3"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "cryptography-43.0.3-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:bf7a1932ac4176486eab36a19ed4c0492da5d97123f1406cf15e41b05e787d2e"},
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@@ -762,6 +796,7 @@ files = [
     {file = "cryptography-43.0.3-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:2ce6fae5bdad59577b44e4dfed356944fbf1d925269114c28be377692643b4ff"},
     {file = "cryptography-43.0.3.tar.gz", hash = "sha256:315b9001266a492a6ff443b61238f956b214dbec9910a081ba5b6646a055a805"},
 ]
+markers = {main = "extra == \"jwt\" or extra == \"ssh\""}
 
 [package.dependencies]
 cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""}
@@ -782,6 +817,7 @@ version = "0.20.0"
 description = "A command line utility to check for unused, missing and transitive dependencies in a Python project."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "deptry-0.20.0-cp38-abi3-macosx_10_12_x86_64.whl", hash = "sha256:41434d95124851b83cb05524d1a09ad6fea62006beafed2ef90a6b501c1b237f"},
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@@ -808,6 +844,8 @@ version = "0.21.2"
 description = "Docutils -- Python Documentation Utilities"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "docutils-0.21.2-py3-none-any.whl", hash = "sha256:dafca5b9e384f0e419294eb4d2ff9fa826435bf15f15b7bd45723e8ad76811b2"},
     {file = "docutils-0.21.2.tar.gz", hash = "sha256:3a6b18732edf182daa3cd12775bbb338cf5691468f91eeeb109deff6ebfa986f"},
@@ -819,6 +857,7 @@ version = "1.1.3"
 description = "DuckDB in-process database"
 optional = false
 python-versions = ">=3.7.0"
+groups = ["dev"]
 files = [
     {file = "duckdb-1.1.3-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:1c0226dc43e2ee4cc3a5a4672fddb2d76fd2cf2694443f395c02dd1bea0b7fce"},
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@@ -876,13 +915,15 @@ files = [
 
 [[package]]
 name = "duckdb-engine"
-version = "0.13.6"
+version = "0.14.2"
 description = "SQLAlchemy driver for duckdb"
 optional = false
 python-versions = "<4,>=3.8"
+groups = ["dev"]
+markers = "python_version < \"4\""
 files = [
-    {file = "duckdb_engine-0.13.6-py3-none-any.whl", hash = "sha256:cedd44252cce5f42de88752026925154a566c407987116a242d250642904ba84"},
-    {file = "duckdb_engine-0.13.6.tar.gz", hash = "sha256:221ec7759e157fd8d4fcb0bd64f603c5a4b1889186f30d805a91b10a73f8c59a"},
+    {file = "duckdb_engine-0.14.2-py3-none-any.whl", hash = "sha256:9c0634e53b91a2b43bbd74b06f275eca80acd7ad02ebb0193ef6d9a22ed29b49"},
+    {file = "duckdb_engine-0.14.2.tar.gz", hash = "sha256:a1e068d8c61d3368405a35740e652b236ae23e98fbbfbe02093855586e07caaf"},
 ]
 
 [package.dependencies]
@@ -896,23 +937,27 @@ version = "1.2.2"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "benchmark", "dev"]
 files = [
     {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
     {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
 ]
+markers = {main = "(extra == \"docs\" or extra == \"testing\") and python_version < \"3.11\"", benchmark = "python_version < \"3.11\"", dev = "python_version < \"3.11\""}
 
 [package.extras]
 test = ["pytest (>=6)"]
 
 [[package]]
 name = "faker"
-version = "33.0.0"
+version = "33.3.1"
 description = "Faker is a Python package that generates fake data for you."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"faker\""
 files = [
-    {file = "Faker-33.0.0-py3-none-any.whl", hash = "sha256:68e5580cb6b4226710886e595eabc13127149d6e71e9d1db65506a7fbe2c7fce"},
-    {file = "faker-33.0.0.tar.gz", hash = "sha256:9b01019c1ddaf2253ca2308c0472116e993f4ad8fc9905f82fa965e0c6f932e9"},
+    {file = "Faker-33.3.1-py3-none-any.whl", hash = "sha256:ac4cf2f967ce02c898efa50651c43180bd658a7707cfd676fcc5410ad1482c03"},
+    {file = "faker-33.3.1.tar.gz", hash = "sha256:49dde3b06a5602177bc2ad013149b6f60a290b7154539180d37b6f876ae79b20"},
 ]
 
 [package.dependencies]
@@ -921,40 +966,27 @@ typing-extensions = "*"
 
 [[package]]
 name = "fastjsonschema"
-version = "2.20.0"
+version = "2.21.1"
 description = "Fastest Python implementation of JSON schema"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
-    {file = "fastjsonschema-2.20.0-py3-none-any.whl", hash = "sha256:5875f0b0fa7a0043a91e93a9b8f793bcbbba9691e7fd83dca95c28ba26d21f0a"},
-    {file = "fastjsonschema-2.20.0.tar.gz", hash = "sha256:3d48fc5300ee96f5d116f10fe6f28d938e6008f59a6a025c2649475b87f76a23"},
+    {file = "fastjsonschema-2.21.1-py3-none-any.whl", hash = "sha256:c9e5b7e908310918cf494a434eeb31384dd84a98b57a30bcb1f535015b554667"},
+    {file = "fastjsonschema-2.21.1.tar.gz", hash = "sha256:794d4f0a58f848961ba16af7b9c85a3e88cd360df008c59aac6fc5ae9323b5d4"},
 ]
 
 [package.extras]
 devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benchmark", "pytest-cache", "validictory"]
 
-[[package]]
-name = "filelock"
-version = "3.16.1"
-description = "A platform independent file lock."
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "filelock-3.16.1-py3-none-any.whl", hash = "sha256:2082e5703d51fbf98ea75855d9d5527e33d8ff23099bec374a134febee6946b0"},
-    {file = "filelock-3.16.1.tar.gz", hash = "sha256:c249fbfcd5db47e5e2d6d62198e565475ee65e4831e2561c8e313fa7eb961435"},
-]
-
-[package.extras]
-docs = ["furo (>=2024.8.6)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4.1)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.6.1)", "diff-cover (>=9.2)", "pytest (>=8.3.3)", "pytest-asyncio (>=0.24)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.26.4)"]
-typing = ["typing-extensions (>=4.12.2)"]
-
 [[package]]
 name = "frozenlist"
 version = "1.5.0"
 description = "A list-like structure which implements collections.abc.MutableSequence"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"s3\""
 files = [
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5b6a66c18b5b9dd261ca98dffcb826a525334b2f29e7caa54e182255c5f6a65a"},
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d1b3eb7b05ea246510b43a7e53ed1653e55c2121019a97e60cad7efb881a97bb"},
@@ -1056,6 +1088,7 @@ version = "2.4.16"
 description = "Python's filesystem abstraction layer"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "fs-2.4.16-py2.py3-none-any.whl", hash = "sha256:660064febbccda264ae0b6bace80a8d1be9e089e0a5eb2427b7d517f9a91545c"},
     {file = "fs-2.4.16.tar.gz", hash = "sha256:ae97c7d51213f4b70b6a958292530289090de3a7e15841e108fbe144f069d313"},
@@ -1075,6 +1108,8 @@ version = "1.1.1"
 description = "Amazon S3 filesystem for PyFilesystem2"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"s3\""
 files = [
     {file = "fs-s3fs-1.1.1.tar.gz", hash = "sha256:b57f8c7664460ff7b451b4b44ca2ea9623a374d74e1284c2d5e6df499dc7976c"},
     {file = "fs_s3fs-1.1.1-py2.py3-none-any.whl", hash = "sha256:9ba160eaa93390cc5992a857675666cb2fbb3721b872474dfdc659a715c39280"},
@@ -1087,13 +1122,14 @@ six = ">=1.10,<2.0"
 
 [[package]]
 name = "fsspec"
-version = "2024.10.0"
+version = "2024.12.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
-    {file = "fsspec-2024.10.0-py3-none-any.whl", hash = "sha256:03b9a6785766a4de40368b88906366755e2819e758b83705c88cd7cb5fe81871"},
-    {file = "fsspec-2024.10.0.tar.gz", hash = "sha256:eda2d8a4116d4f2429db8550f2457da57279247dd930bb12f821b58391359493"},
+    {file = "fsspec-2024.12.0-py3-none-any.whl", hash = "sha256:b520aed47ad9804237ff878b504267a3b0b441e97508bd6d2d8774e3db85cee2"},
+    {file = "fsspec-2024.12.0.tar.gz", hash = "sha256:670700c977ed2fb51e0d9f9253177ed20cbde4a3e5c0283cc5385b5870c8533f"},
 ]
 
 [package.extras]
@@ -1130,6 +1166,8 @@ version = "2024.8.6"
 description = "A clean customisable Sphinx documentation theme."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "furo-2024.8.6-py3-none-any.whl", hash = "sha256:6cd97c58b47813d3619e63e9081169880fbe331f0ca883c871ff1f3f11814f5c"},
     {file = "furo-2024.8.6.tar.gz", hash = "sha256:b63e4cee8abfc3136d3bc03a3d45a76a850bada4d6374d24c1716b0e01394a01"},
@@ -1147,6 +1185,8 @@ version = "3.1.1"
 description = "Lightweight in-process concurrent programming"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
+markers = "python_version < \"3.14\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"
 files = [
     {file = "greenlet-3.1.1-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:0bbae94a29c9e5c7e4a2b7f0aae5c17e8e90acbfd3bf6270eeba60c39fce3563"},
     {file = "greenlet-3.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0fde093fb93f35ca72a556cf72c92ea3ebfda3d79fc35bb19fbe685853869a83"},
@@ -1233,6 +1273,7 @@ version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
+groups = ["main", "dev"]
 files = [
     {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
     {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
@@ -1247,6 +1288,8 @@ version = "1.4.1"
 description = "Getting image size from png/jpeg/jpeg2000/gif file"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "imagesize-1.4.1-py2.py3-none-any.whl", hash = "sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b"},
     {file = "imagesize-1.4.1.tar.gz", hash = "sha256:69150444affb9cb0d5cc5a92b3676f0b2fb7cd9ae39e947a5e11a36b4497cd4a"},
@@ -1258,6 +1301,8 @@ version = "8.5.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "benchmark"]
+markers = "python_version < \"3.12\""
 files = [
     {file = "importlib_metadata-8.5.0-py3-none-any.whl", hash = "sha256:45e54197d28b7a7f1559e60b95e7c567032b602131fbd588f1497f47880aa68b"},
     {file = "importlib_metadata-8.5.0.tar.gz", hash = "sha256:71522656f0abace1d072b9e5481a48f07c138e00f079c38c8f883823f9c26bd7"},
@@ -1277,13 +1322,15 @@ type = ["pytest-mypy"]
 
 [[package]]
 name = "importlib-resources"
-version = "6.4.5"
+version = "6.5.2"
 description = "Read resources from Python packages"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version < \"3.10\""
 files = [
-    {file = "importlib_resources-6.4.5-py3-none-any.whl", hash = "sha256:ac29d5f956f01d5e4bb63102a5a19957f1b9175e45649977264a1416783bb717"},
-    {file = "importlib_resources-6.4.5.tar.gz", hash = "sha256:980862a1d16c9e147a59603677fa2aa5fd82b87f223b6cb870695bcfce830065"},
+    {file = "importlib_resources-6.5.2-py3-none-any.whl", hash = "sha256:789cfdc3ed28c78b67a06acb8126751ced69a3d5f79c095a98298cd8a760ccec"},
+    {file = "importlib_resources-6.5.2.tar.gz", hash = "sha256:185f87adef5bcc288449d98fb4fba07cea78bc036455dd44c5fc4a2fe78fed2c"},
 ]
 
 [package.dependencies]
@@ -1303,6 +1350,7 @@ version = "0.5.1"
 description = "A port of Ruby on Rails inflector to Python"
 optional = false
 python-versions = ">=3.5"
+groups = ["main"]
 files = [
     {file = "inflection-0.5.1-py2.py3-none-any.whl", hash = "sha256:f38b2b640938a4f35ade69ac3d053042959b62a0f1076a5bbaa1b9526605a8a2"},
     {file = "inflection-0.5.1.tar.gz", hash = "sha256:1a29730d366e996aaacffb2f1f1cb9593dc38e2ddd30c91250c6dde09ea9b417"},
@@ -1314,21 +1362,25 @@ version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "benchmark", "dev"]
 files = [
     {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
 ]
+markers = {main = "extra == \"docs\" or extra == \"testing\""}
 
 [[package]]
 name = "jinja2"
-version = "3.1.4"
+version = "3.1.5"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
-    {file = "jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"},
-    {file = "jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369"},
+    {file = "jinja2-3.1.5-py3-none-any.whl", hash = "sha256:aba0f4dc9ed8013c424088f68a5c226f7d6097ed89b246d7749c2ec4175c6adb"},
+    {file = "jinja2-3.1.5.tar.gz", hash = "sha256:8fefff8dc3034e27bb80d67c671eb8a9bc424c0ef4c0826edbff304cceff43bb"},
 ]
+markers = {main = "extra == \"docs\""}
 
 [package.dependencies]
 MarkupSafe = ">=2.0"
@@ -1342,10 +1394,12 @@ version = "1.0.1"
 description = "JSON Matching Expressions"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
 ]
+markers = {main = "extra == \"s3\""}
 
 [[package]]
 name = "joblib"
@@ -1353,6 +1407,7 @@ version = "1.4.2"
 description = "Lightweight pipelining with Python functions"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "joblib-1.4.2-py3-none-any.whl", hash = "sha256:06d478d5674cbc267e7496a410ee875abd68e4340feff4490bcb7afb88060ae6"},
     {file = "joblib-1.4.2.tar.gz", hash = "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"},
@@ -1364,6 +1419,7 @@ version = "1.7.0"
 description = "A final implementation of JSONPath for Python that aims to be standard compliant, including arithmetic and binary comparison operators and providing clear AST for metaprogramming."
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "jsonpath-ng-1.7.0.tar.gz", hash = "sha256:f6f5f7fd4e5ff79c785f1573b394043b39849fb2bb47bcead935d12b00beab3c"},
     {file = "jsonpath_ng-1.7.0-py2-none-any.whl", hash = "sha256:898c93fc173f0c336784a3fa63d7434297544b7198124a68f9a3ef9597b0ae6e"},
@@ -1379,6 +1435,7 @@ version = "4.23.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "jsonschema-4.23.0-py3-none-any.whl", hash = "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"},
     {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
@@ -1400,6 +1457,7 @@ version = "2024.10.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "jsonschema_specifications-2024.10.1-py3-none-any.whl", hash = "sha256:a09a0680616357d9a0ecf05c12ad234479f549239d0f5b55f3deea67475da9bf"},
     {file = "jsonschema_specifications-2024.10.1.tar.gz", hash = "sha256:0f38b83639958ce1152d02a7f062902c41c8fd20d558b0c34344292d417ae272"},
@@ -1414,10 +1472,12 @@ version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "benchmark"]
 files = [
     {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
     {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
 ]
+markers = {main = "extra == \"docs\""}
 
 [package.dependencies]
 mdurl = ">=0.1,<1.0"
@@ -1438,6 +1498,7 @@ version = "3.0.2"
 description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7e94c425039cde14257288fd61dcfb01963e658efbc0ff54f5306b06054700f8"},
     {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9e2d922824181480953426608b81967de705c3cef4d1af983af849d7bd619158"},
@@ -1501,6 +1562,7 @@ files = [
     {file = "MarkupSafe-3.0.2-cp39-cp39-win_amd64.whl", hash = "sha256:6e296a513ca3d94054c2c881cc913116e90fd030ad1c656b3869762b754f5f8a"},
     {file = "markupsafe-3.0.2.tar.gz", hash = "sha256:ee55d3edf80167e48ea11a923c7386f4669df67d7994554387f84e7d8b0a2bf0"},
 ]
+markers = {main = "extra == \"docs\""}
 
 [[package]]
 name = "mdit-py-plugins"
@@ -1508,6 +1570,8 @@ version = "0.4.2"
 description = "Collection of plugins for markdown-it-py"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "mdit_py_plugins-0.4.2-py3-none-any.whl", hash = "sha256:0c673c3f889399a33b95e88d2f0d111b4447bdfea7f237dab2d488f459835636"},
     {file = "mdit_py_plugins-0.4.2.tar.gz", hash = "sha256:5f2cd1fdb606ddf152d37ec30e46101a60512bc0e5fa1a7002c36647b09e26b5"},
@@ -1527,26 +1591,29 @@ version = "0.1.2"
 description = "Markdown URL utilities"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "benchmark"]
 files = [
     {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
 ]
+markers = {main = "extra == \"docs\""}
 
 [[package]]
 name = "moto"
-version = "5.0.21"
-description = ""
+version = "5.0.26"
+description = "A library that allows you to easily mock out tests based on AWS infrastructure"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
-    {file = "moto-5.0.21-py3-none-any.whl", hash = "sha256:1235b2ae3666459c9cc44504a5e73d35f4959b45e5876b2f6df2e5f4889dfb4f"},
-    {file = "moto-5.0.21.tar.gz", hash = "sha256:52f63291daeff9444ef5eb14fbf69b24264567b79f184ae6aee4945d09845f06"},
+    {file = "moto-5.0.26-py3-none-any.whl", hash = "sha256:803831f427ca6c0452ae4fb898d731cfc19906466a33a88cbc1076abcbfcbba7"},
+    {file = "moto-5.0.26.tar.gz", hash = "sha256:6829f58a670a087e7c5b63f8183c6b72d64a1444e420c212250b7326b69a9183"},
 ]
 
 [package.dependencies]
 boto3 = ">=1.9.201"
 botocore = ">=1.14.0,<1.35.45 || >1.35.45,<1.35.46 || >1.35.46"
-cryptography = ">=3.3.1"
+cryptography = ">=35.0.0"
 Jinja2 = ">=2.10.1"
 python-dateutil = ">=2.1,<3.0.0"
 requests = ">=2.5"
@@ -1555,25 +1622,24 @@ werkzeug = ">=0.5,<2.2.0 || >2.2.0,<2.2.1 || >2.2.1"
 xmltodict = "*"
 
 [package.extras]
-all = ["PyYAML (>=5.1)", "antlr4-python3-runtime", "aws-xray-sdk (>=0.93,!=0.96)", "cfn-lint (>=0.40.0)", "docker (>=3.0.0)", "graphql-core", "joserfc (>=0.9.0)", "jsondiff (>=1.1.2)", "jsonpath-ng", "jsonschema", "multipart", "openapi-spec-validator (>=0.5.0)", "py-partiql-parser (==0.5.6)", "pyparsing (>=3.0.7)", "setuptools"]
+all = ["PyYAML (>=5.1)", "antlr4-python3-runtime", "aws-xray-sdk (>=0.93,!=0.96)", "cfn-lint (>=0.40.0)", "docker (>=3.0.0)", "graphql-core", "joserfc (>=0.9.0)", "jsonpath-ng", "jsonschema", "multipart", "openapi-spec-validator (>=0.5.0)", "py-partiql-parser (==0.6.1)", "pyparsing (>=3.0.7)", "setuptools"]
 apigateway = ["PyYAML (>=5.1)", "joserfc (>=0.9.0)", "openapi-spec-validator (>=0.5.0)"]
 apigatewayv2 = ["PyYAML (>=5.1)", "openapi-spec-validator (>=0.5.0)"]
 appsync = ["graphql-core"]
 awslambda = ["docker (>=3.0.0)"]
 batch = ["docker (>=3.0.0)"]
-cloudformation = ["PyYAML (>=5.1)", "aws-xray-sdk (>=0.93,!=0.96)", "cfn-lint (>=0.40.0)", "docker (>=3.0.0)", "graphql-core", "joserfc (>=0.9.0)", "jsondiff (>=1.1.2)", "openapi-spec-validator (>=0.5.0)", "py-partiql-parser (==0.5.6)", "pyparsing (>=3.0.7)", "setuptools"]
+cloudformation = ["PyYAML (>=5.1)", "aws-xray-sdk (>=0.93,!=0.96)", "cfn-lint (>=0.40.0)", "docker (>=3.0.0)", "graphql-core", "joserfc (>=0.9.0)", "openapi-spec-validator (>=0.5.0)", "py-partiql-parser (==0.6.1)", "pyparsing (>=3.0.7)", "setuptools"]
 cognitoidp = ["joserfc (>=0.9.0)"]
-dynamodb = ["docker (>=3.0.0)", "py-partiql-parser (==0.5.6)"]
-dynamodbstreams = ["docker (>=3.0.0)", "py-partiql-parser (==0.5.6)"]
+dynamodb = ["docker (>=3.0.0)", "py-partiql-parser (==0.6.1)"]
+dynamodbstreams = ["docker (>=3.0.0)", "py-partiql-parser (==0.6.1)"]
 events = ["jsonpath-ng"]
 glue = ["pyparsing (>=3.0.7)"]
-iotdata = ["jsondiff (>=1.1.2)"]
-proxy = ["PyYAML (>=5.1)", "antlr4-python3-runtime", "aws-xray-sdk (>=0.93,!=0.96)", "cfn-lint (>=0.40.0)", "docker (>=2.5.1)", "graphql-core", "joserfc (>=0.9.0)", "jsondiff (>=1.1.2)", "jsonpath-ng", "multipart", "openapi-spec-validator (>=0.5.0)", "py-partiql-parser (==0.5.6)", "pyparsing (>=3.0.7)", "setuptools"]
+proxy = ["PyYAML (>=5.1)", "antlr4-python3-runtime", "aws-xray-sdk (>=0.93,!=0.96)", "cfn-lint (>=0.40.0)", "docker (>=2.5.1)", "graphql-core", "joserfc (>=0.9.0)", "jsonpath-ng", "multipart", "openapi-spec-validator (>=0.5.0)", "py-partiql-parser (==0.6.1)", "pyparsing (>=3.0.7)", "setuptools"]
 quicksight = ["jsonschema"]
-resourcegroupstaggingapi = ["PyYAML (>=5.1)", "cfn-lint (>=0.40.0)", "docker (>=3.0.0)", "graphql-core", "joserfc (>=0.9.0)", "jsondiff (>=1.1.2)", "openapi-spec-validator (>=0.5.0)", "py-partiql-parser (==0.5.6)", "pyparsing (>=3.0.7)"]
-s3 = ["PyYAML (>=5.1)", "py-partiql-parser (==0.5.6)"]
-s3crc32c = ["PyYAML (>=5.1)", "crc32c", "py-partiql-parser (==0.5.6)"]
-server = ["PyYAML (>=5.1)", "antlr4-python3-runtime", "aws-xray-sdk (>=0.93,!=0.96)", "cfn-lint (>=0.40.0)", "docker (>=3.0.0)", "flask (!=2.2.0,!=2.2.1)", "flask-cors", "graphql-core", "joserfc (>=0.9.0)", "jsondiff (>=1.1.2)", "jsonpath-ng", "openapi-spec-validator (>=0.5.0)", "py-partiql-parser (==0.5.6)", "pyparsing (>=3.0.7)", "setuptools"]
+resourcegroupstaggingapi = ["PyYAML (>=5.1)", "cfn-lint (>=0.40.0)", "docker (>=3.0.0)", "graphql-core", "joserfc (>=0.9.0)", "openapi-spec-validator (>=0.5.0)", "py-partiql-parser (==0.6.1)", "pyparsing (>=3.0.7)"]
+s3 = ["PyYAML (>=5.1)", "py-partiql-parser (==0.6.1)"]
+s3crc32c = ["PyYAML (>=5.1)", "crc32c", "py-partiql-parser (==0.6.1)"]
+server = ["PyYAML (>=5.1)", "antlr4-python3-runtime", "aws-xray-sdk (>=0.93,!=0.96)", "cfn-lint (>=0.40.0)", "docker (>=3.0.0)", "flask (!=2.2.0,!=2.2.1)", "flask-cors", "graphql-core", "joserfc (>=0.9.0)", "jsonpath-ng", "openapi-spec-validator (>=0.5.0)", "py-partiql-parser (==0.6.1)", "pyparsing (>=3.0.7)", "setuptools"]
 ssm = ["PyYAML (>=5.1)"]
 stepfunctions = ["antlr4-python3-runtime", "jsonpath-ng"]
 xray = ["aws-xray-sdk (>=0.93,!=0.96)", "setuptools"]
@@ -1584,6 +1650,8 @@ version = "6.1.0"
 description = "multidict implementation"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"s3\""
 files = [
     {file = "multidict-6.1.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3380252550e372e8511d49481bd836264c009adb826b23fefcc5dd3c69692f60"},
     {file = "multidict-6.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:99f826cbf970077383d7de805c0681799491cb939c25450b9b5b3ced03ca99f1"},
@@ -1684,49 +1752,56 @@ typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "mypy"
-version = "1.13.0"
+version = "1.14.1"
 description = "Optional static typing for Python"
 optional = false
 python-versions = ">=3.8"
-files = [
-    {file = "mypy-1.13.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:6607e0f1dd1fb7f0aca14d936d13fd19eba5e17e1cd2a14f808fa5f8f6d8f60a"},
-    {file = "mypy-1.13.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8a21be69bd26fa81b1f80a61ee7ab05b076c674d9b18fb56239d72e21d9f4c80"},
-    {file = "mypy-1.13.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7b2353a44d2179846a096e25691d54d59904559f4232519d420d64da6828a3a7"},
-    {file = "mypy-1.13.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:0730d1c6a2739d4511dc4253f8274cdd140c55c32dfb0a4cf8b7a43f40abfa6f"},
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 python-versions = ">=3.9"
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@@ -1905,8 +1988,10 @@ files = [
 name = "paramiko"
 version = "3.5.0"
 description = "SSH2 protocol library"
-optional = false
+optional = true
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "extra == \"ssh\""
 files = [
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@@ -1928,6 +2013,7 @@ version = "4.3.6"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
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@@ -1944,10 +2030,12 @@ version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "benchmark", "dev"]
 files = [
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 ]
+markers = {main = "extra == \"docs\" or extra == \"testing\""}
 
 [package.extras]
 dev = ["pre-commit", "tox"]
@@ -1959,6 +2047,7 @@ version = "3.11"
 description = "Python Lex & Yacc"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
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+    {file = "propcache-0.2.1-cp39-cp39-win32.whl", hash = "sha256:9caac6b54914bdf41bcc91e7eb9147d331d29235a7c967c150ef5df6464fd1bb"},
+    {file = "propcache-0.2.1-cp39-cp39-win_amd64.whl", hash = "sha256:92fc4500fcb33899b05ba73276dfb684a20d31caa567b7cb5252d48f896a91b1"},
+    {file = "propcache-0.2.1-py3-none-any.whl", hash = "sha256:52277518d6aae65536e9cea52d4e7fd2f7a66f4aa2d30ed3f2fcea620ace3c54"},
+    {file = "propcache-0.2.1.tar.gz", hash = "sha256:3f77ce728b19cb537714499928fe800c3dda29e8d9428778fc7c186da4c09a64"},
 ]
 
 [[package]]
@@ -2077,6 +2152,7 @@ version = "9.0.0"
 description = "Get CPU info with pure Python"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "py-cpuinfo-9.0.0.tar.gz", hash = "sha256:3cdbbf3fac90dc6f118bfd64384f309edeadd902d7c8fb17f02ffa1fc3f49690"},
     {file = "py_cpuinfo-9.0.0-py3-none-any.whl", hash = "sha256:859625bc251f64e21f077d099d4162689c762b5d6a4c3c97553d56241c9674d5"},
@@ -2088,6 +2164,8 @@ version = "18.1.0"
 description = "Python library for Apache Arrow"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"parquet\""
 files = [
     {file = "pyarrow-18.1.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:e21488d5cfd3d8b500b3238a6c4b075efabc18f0f6d80b29239737ebd69caa6c"},
     {file = "pyarrow-18.1.0-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:b516dad76f258a702f7ca0250885fc93d1fa5ac13ad51258e39d402bd9e2e1e4"},
@@ -2142,34 +2220,40 @@ version = "2.22"
 description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "benchmark", "dev"]
 files = [
     {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
     {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
 ]
+markers = {main = "extra == \"ssh\" or extra == \"jwt\" and platform_python_implementation != \"PyPy\"", dev = "platform_python_implementation != \"PyPy\""}
 
 [[package]]
 name = "pygments"
-version = "2.18.0"
+version = "2.19.1"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "benchmark"]
 files = [
-    {file = "pygments-2.18.0-py3-none-any.whl", hash = "sha256:b8e6aca0523f3ab76fee51799c488e38782ac06eafcf95e7ba832985c8e7b13a"},
-    {file = "pygments-2.18.0.tar.gz", hash = "sha256:786ff802f32e91311bff3889f6e9a86e81505fe99f2735bb6d60ae0c5004f199"},
+    {file = "pygments-2.19.1-py3-none-any.whl", hash = "sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c"},
+    {file = "pygments-2.19.1.tar.gz", hash = "sha256:61c16d2a8576dc0649d9f39e089b5f02bcd27fba10d8fb4dcc28173f7a45151f"},
 ]
+markers = {main = "extra == \"docs\""}
 
 [package.extras]
 windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pyjwt"
-version = "2.10.0"
+version = "2.10.1"
 description = "JSON Web Token implementation in Python"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"jwt\""
 files = [
-    {file = "PyJWT-2.10.0-py3-none-any.whl", hash = "sha256:543b77207db656de204372350926bed5a86201c4cbff159f623f79c7bb487a15"},
-    {file = "pyjwt-2.10.0.tar.gz", hash = "sha256:7628a7eb7938959ac1b26e819a1df0fd3259505627b575e4bad6d08f76db695c"},
+    {file = "PyJWT-2.10.1-py3-none-any.whl", hash = "sha256:dcdd193e30abefd5debf142f9adfcdd2b58004e644f25406ffaebd50bd98dacb"},
+    {file = "pyjwt-2.10.1.tar.gz", hash = "sha256:3cc5772eb20009233caf06e9d8a0577824723b44e6648ee0a2aedb6cf9381953"},
 ]
 
 [package.extras]
@@ -2182,8 +2266,10 @@ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 name = "pynacl"
 version = "1.5.0"
 description = "Python binding to the Networking and Cryptography (NaCl) library"
-optional = false
+optional = true
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "extra == \"ssh\""
 files = [
     {file = "PyNaCl-1.5.0-cp36-abi3-macosx_10_10_universal2.whl", hash = "sha256:401002a4aaa07c9414132aaed7f6836ff98f59277a234704ff66878c2ee4a0d1"},
     {file = "PyNaCl-1.5.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_24_aarch64.whl", hash = "sha256:52cb72a79269189d4e0dc537556f4740f7f0a9ec41c1322598799b0bdad4ef92"},
@@ -2206,14 +2292,16 @@ tests = ["hypothesis (>=3.27.0)", "pytest (>=3.2.1,!=3.3.0)"]
 
 [[package]]
 name = "pytest"
-version = "8.3.3"
+version = "8.3.4"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "benchmark", "dev"]
 files = [
-    {file = "pytest-8.3.3-py3-none-any.whl", hash = "sha256:a6853c7375b2663155079443d2e45de913a911a11d669df02a50814944db57b2"},
-    {file = "pytest-8.3.3.tar.gz", hash = "sha256:70b98107bd648308a7952b06e6ca9a50bc660be218d53c257cc1fc94fda10181"},
+    {file = "pytest-8.3.4-py3-none-any.whl", hash = "sha256:50e16d954148559c9a74109af1eaf0c945ba2d8f30f0a3d3335edde19788b6f6"},
+    {file = "pytest-8.3.4.tar.gz", hash = "sha256:965370d062bce11e73868e0335abac31b4d3de0e82f4007408d242b4f8610761"},
 ]
+markers = {main = "extra == \"docs\" or extra == \"testing\""}
 
 [package.dependencies]
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
@@ -2232,6 +2320,7 @@ version = "5.1.0"
 description = "A ``pytest`` fixture for benchmarking code. It will group the tests into rounds that are calibrated to the chosen timer."
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "pytest-benchmark-5.1.0.tar.gz", hash = "sha256:9ea661cdc292e8231f7cd4c10b0319e56a2118e2c09d9f50e1b3d150d2aca105"},
     {file = "pytest_benchmark-5.1.0-py3-none-any.whl", hash = "sha256:922de2dfa3033c227c96da942d1878191afa135a29485fb942e85dff1c592c89"},
@@ -2248,25 +2337,33 @@ histogram = ["pygal", "pygaljs", "setuptools"]
 
 [[package]]
 name = "pytest-codspeed"
-version = "3.0.0"
+version = "3.1.2"
 description = "Pytest plugin to create CodSpeed benchmarks"
 optional = false
 python-versions = ">=3.9"
-files = [
-    {file = "pytest_codspeed-3.0.0-py3-none-any.whl", hash = "sha256:ab1b8cb9da72e0d394718333d1abc7bea38524e09fd4854bc70a91abbcdcb20e"},
-    {file = "pytest_codspeed-3.0.0.tar.gz", hash = "sha256:c5b80100ea32dd44079bb2db298288763eb8fe859eafa1650a8711bd2c32fd06"},
+groups = ["benchmark"]
+files = [
+    {file = "pytest_codspeed-3.1.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:aed496f873670ce0ea8f980a7c1a2c6a08f415e0ebdf207bf651b2d922103374"},
+    {file = "pytest_codspeed-3.1.2-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ee45b0b763f6b5fa5d74c7b91d694a9615561c428b320383660672f4471756e3"},
+    {file = "pytest_codspeed-3.1.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c84e591a7a0f67d45e2dc9fd05b276971a3aabcab7478fe43363ebefec1358f4"},
+    {file = "pytest_codspeed-3.1.2-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c6ae6d094247156407770e6b517af70b98862dd59a3c31034aede11d5f71c32c"},
+    {file = "pytest_codspeed-3.1.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d0f264991de5b5cdc118b96fc671386cca3f0f34e411482939bf2459dc599097"},
+    {file = "pytest_codspeed-3.1.2-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c0695a4bcd5ff04e8379124dba5d9795ea5e0cadf38be7a0406432fc1467b555"},
+    {file = "pytest_codspeed-3.1.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6dc356c8dcaaa883af83310f397ac06c96fac9b8a1146e303d4b374b2cb46a18"},
+    {file = "pytest_codspeed-3.1.2-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:cc8a5d0366322a75cf562f7d8d672d28c1cf6948695c4dddca50331e08f6b3d5"},
+    {file = "pytest_codspeed-3.1.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6c5fe7a19b72f54f217480b3b527102579547b1de9fe3acd9e66cb4629ff46c8"},
+    {file = "pytest_codspeed-3.1.2-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b67205755a665593f6521a98317d02a9d07d6fdc593f6634de2c94dea47a3055"},
+    {file = "pytest_codspeed-3.1.2-py3-none-any.whl", hash = "sha256:5e7ed0315e33496c5c07dba262b50303b8d0bc4c3d10bf1d422a41e70783f1cb"},
+    {file = "pytest_codspeed-3.1.2.tar.gz", hash = "sha256:09c1733af3aab35e94a621aa510f2d2114f65591e6f644c42ca3f67547edad4b"},
 ]
 
 [package.dependencies]
 cffi = ">=1.17.1"
-filelock = ">=3.12.2"
 importlib-metadata = {version = ">=8.5.0", markers = "python_version < \"3.10\""}
 pytest = ">=3.8"
 rich = ">=13.8.1"
-setuptools = {version = "*", markers = "python_full_version >= \"3.12.0\""}
 
 [package.extras]
-build = ["semver (>=3.0.2)"]
 compat = ["pytest-benchmark (>=5.0.0,<5.1.0)", "pytest-xdist (>=3.6.1,<3.7.0)"]
 lint = ["mypy (>=1.11.2,<1.12.0)", "ruff (>=0.6.5,<0.7.0)"]
 test = ["pytest (>=7.0,<8.0)", "pytest-cov (>=4.0.0,<4.1.0)"]
@@ -2277,6 +2374,7 @@ version = "0.9.0"
 description = "A plugin for snapshot testing with pytest."
 optional = false
 python-versions = ">=3.5"
+groups = ["dev"]
 files = [
     {file = "pytest-snapshot-0.9.0.tar.gz", hash = "sha256:c7013c3abc3e860f9feff899f8b4debe3708650d8d8242a61bf2625ff64db7f3"},
     {file = "pytest_snapshot-0.9.0-py3-none-any.whl", hash = "sha256:4b9fe1c21c868fe53a545e4e3184d36bc1c88946e3f5c1d9dd676962a9b3d4ab"},
@@ -2287,18 +2385,19 @@ pytest = ">=3.0.0"
 
 [[package]]
 name = "pytest-subtests"
-version = "0.13.1"
+version = "0.14.1"
 description = "unittest subTest() support and subtests fixture"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
+groups = ["dev"]
 files = [
-    {file = "pytest_subtests-0.13.1-py3-none-any.whl", hash = "sha256:ab616a22f64cd17c1aee65f18af94dbc30c444f8683de2b30895c3778265e3bd"},
-    {file = "pytest_subtests-0.13.1.tar.gz", hash = "sha256:989e38f0f1c01bc7c6b2e04db7d9fd859db35d77c2c1a430c831a70cbf3fde2d"},
+    {file = "pytest_subtests-0.14.1-py3-none-any.whl", hash = "sha256:e92a780d98b43118c28a16044ad9b841727bd7cb6a417073b38fd2d7ccdf052d"},
+    {file = "pytest_subtests-0.14.1.tar.gz", hash = "sha256:350c00adc36c3aff676a66135c81aed9e2182e15f6c3ec8721366918bbbf7580"},
 ]
 
 [package.dependencies]
 attrs = ">=19.2.0"
-pytest = ">=7.0"
+pytest = ">=7.4"
 
 [[package]]
 name = "python-dateutil"
@@ -2306,10 +2405,12 @@ version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main", "dev"]
 files = [
     {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
     {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
 ]
+markers = {main = "extra == \"s3\" or extra == \"faker\""}
 
 [package.dependencies]
 six = ">=1.5"
@@ -2320,6 +2421,7 @@ version = "1.0.1"
 description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "python-dotenv-1.0.1.tar.gz", hash = "sha256:e324ee90a023d808f1959c46bcbc04446a10ced277783dc6ee09987c37ec10ca"},
     {file = "python_dotenv-1.0.1-py3-none-any.whl", hash = "sha256:f7b63ef50f1b690dddf550d03497b66d609393b40b564ed0d674909a68ebf16a"},
@@ -2334,6 +2436,7 @@ version = "2024.2"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "pytz-2024.2-py2.py3-none-any.whl", hash = "sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725"},
     {file = "pytz-2024.2.tar.gz", hash = "sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a"},
@@ -2345,6 +2448,7 @@ version = "6.0.2"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086"},
     {file = "PyYAML-6.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf"},
@@ -2407,6 +2511,7 @@ version = "0.35.1"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "typing"]
 files = [
     {file = "referencing-0.35.1-py3-none-any.whl", hash = "sha256:eda6d3234d62814d1c64e305c1331c9a3a6132da475ab6382eaa997b21ee75de"},
     {file = "referencing-0.35.1.tar.gz", hash = "sha256:25b42124a6c8b632a425174f24087783efb348a6f1e0008e63cd4466fedf703c"},
@@ -2422,6 +2527,7 @@ version = "2.32.3"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"},
     {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"},
@@ -2443,6 +2549,7 @@ version = "1.2.1"
 description = "A persistent cache for python requests"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "requests_cache-1.2.1-py3-none-any.whl", hash = "sha256:1285151cddf5331067baa82598afe2d47c7495a1334bfe7a7d329b43e9fd3603"},
     {file = "requests_cache-1.2.1.tar.gz", hash = "sha256:68abc986fdc5b8d0911318fbb5f7c80eebcd4d01bfacc6685ecf8876052511d1"},
@@ -2473,6 +2580,7 @@ version = "1.12.1"
 description = "Mock out responses from the requests package"
 optional = false
 python-versions = ">=3.5"
+groups = ["dev"]
 files = [
     {file = "requests-mock-1.12.1.tar.gz", hash = "sha256:e9e12e333b525156e82a3c852f22016b9158220d2f47454de9cae8a77d371401"},
     {file = "requests_mock-1.12.1-py2.py3-none-any.whl", hash = "sha256:b1e37054004cdd5e56c84454cc7df12b25f90f382159087f4b6915aaeef39563"},
@@ -2486,13 +2594,14 @@ fixture = ["fixtures"]
 
 [[package]]
 name = "responses"
-version = "0.25.3"
+version = "0.25.5"
 description = "A utility library for mocking out the `requests` Python library."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
-    {file = "responses-0.25.3-py3-none-any.whl", hash = "sha256:521efcbc82081ab8daa588e08f7e8a64ce79b91c39f6e62199b19159bea7dbcb"},
-    {file = "responses-0.25.3.tar.gz", hash = "sha256:617b9247abd9ae28313d57a75880422d55ec63c29d33d629697590a034358dba"},
+    {file = "responses-0.25.5-py3-none-any.whl", hash = "sha256:b3e1ae252f69301b84146ff615a869a4182fbe17e8b606f1ac54142515dad5eb"},
+    {file = "responses-0.25.5.tar.gz", hash = "sha256:e53991613f76d17ba293c1e3cce8af107c5c7a6a513edf25195aafd89a870dd3"},
 ]
 
 [package.dependencies]
@@ -2509,6 +2618,7 @@ version = "0.1.4"
 description = "A pure python RFC3339 validator"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["dev"]
 files = [
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 ]
 
 [[package]]
 name = "s3fs"
-version = "2024.10.0"
+version = "2024.12.0"
 description = "Convenient Filesystem interface over S3"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"s3\""
 files = [
-    {file = "s3fs-2024.10.0-py3-none-any.whl", hash = "sha256:7a2025d60d5b1a6025726b3a5e292a8e5aa713abc3b16fd1f81735181f7bb282"},
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 ]
 
 [package.dependencies]
 aiobotocore = ">=2.5.4,<3.0.0"
 aiohttp = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1"
-fsspec = "==2024.10.0.*"
+fsspec = "==2024.12.0.*"
 
 [package.extras]
 awscli = ["aiobotocore[awscli] (>=2.5.4,<3.0.0)"]
@@ -2661,10 +2788,12 @@ version = "0.10.4"
 description = "An Amazon S3 Transfer Manager"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "s3transfer-0.10.4-py3-none-any.whl", hash = "sha256:244a76a24355363a68164241438de1b72f8781664920260c48465896b712a41e"},
     {file = "s3transfer-0.10.4.tar.gz", hash = "sha256:29edc09801743c21eb5ecbc617a152df41d3c287f67b615f73e5f750583666a7"},
 ]
+markers = {main = "extra == \"s3\""}
 
 [package.dependencies]
 botocore = ">=1.33.2,<2.0a.0"
@@ -2678,6 +2807,7 @@ version = "70.3.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "setuptools-70.3.0-py3-none-any.whl", hash = "sha256:fe384da74336c398e0d956d1cae0669bc02eed936cdb1d49b57de1990dc11ffc"},
     {file = "setuptools-70.3.0.tar.gz", hash = "sha256:f171bab1dfbc86b132997f26a119f6056a57950d058587841a0082e8830f9dc5"},
@@ -2693,6 +2823,7 @@ version = "1.0.3"
 description = "A simple, safe single expression evaluator library."
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "simpleeval-1.0.3-py3-none-any.whl", hash = "sha256:e3bdbb8c82c26297c9a153902d0fd1858a6c3774bf53ff4f134788c3f2035c38"},
     {file = "simpleeval-1.0.3.tar.gz", hash = "sha256:67bbf246040ac3b57c29cf048657b9cf31d4e7b9d6659684daa08ca8f1e45829"},
@@ -2704,6 +2835,7 @@ version = "3.19.3"
 description = "Simple, fast, extensible JSON encoder/decoder for Python"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.5"
+groups = ["main"]
 files = [
     {file = "simplejson-3.19.3-cp27-cp27m-manylinux1_i686.whl", hash = "sha256:f39caec26007a2d0efab6b8b1d74873ede9351962707afab622cc2285dd26ed0"},
     {file = "simplejson-3.19.3-cp27-cp27m-manylinux1_x86_64.whl", hash = "sha256:83c87706265ae3028e8460d08b05f30254c569772e859e5ba61fe8af2c883468"},
@@ -2819,13 +2951,14 @@ files = [
 
 [[package]]
 name = "six"
-version = "1.16.0"
+version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main", "dev"]
 files = [
-    {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
-    {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
+    {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
+    {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
 ]
 
 [[package]]
@@ -2834,6 +2967,8 @@ version = "2.2.0"
 description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "snowballstemmer-2.2.0-py2.py3-none-any.whl", hash = "sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a"},
     {file = "snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1"},
@@ -2845,6 +2980,8 @@ version = "2.6"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "soupsieve-2.6-py3-none-any.whl", hash = "sha256:e72c4ff06e4fb6e4b5a9f0f55fe6e81514581fca1515028625d0f299c602ccc9"},
     {file = "soupsieve-2.6.tar.gz", hash = "sha256:e2e68417777af359ec65daac1057404a3c8a5455bb8abc36f1a9866ab1a51abb"},
@@ -2856,6 +2993,8 @@ version = "7.4.7"
 description = "Python documentation generator"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinx-7.4.7-py3-none-any.whl", hash = "sha256:c2419e2135d11f1951cd994d6eb18a1835bd8fdd8429f9ca375dc1f3281bd239"},
     {file = "sphinx-7.4.7.tar.gz", hash = "sha256:242f92a7ea7e6c5b406fdc2615413890ba9f699114a9c09192d7dfead2ee9cfe"},
@@ -2892,6 +3031,8 @@ version = "1.0.0b2"
 description = "A modern skeleton for Sphinx themes."
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinx_basic_ng-1.0.0b2-py3-none-any.whl", hash = "sha256:eb09aedbabfb650607e9b4b68c9d240b90b1e1be221d6ad71d61c52e29f7932b"},
     {file = "sphinx_basic_ng-1.0.0b2.tar.gz", hash = "sha256:9ec55a47c90c8c002b5960c57492ec3021f5193cb26cebc2dc4ea226848651c9"},
@@ -2909,6 +3050,8 @@ version = "0.5.2"
 description = "Add a copy button to each of your code cells."
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinx-copybutton-0.5.2.tar.gz", hash = "sha256:4cf17c82fb9646d1bc9ca92ac280813a3b605d8c421225fd9913154103ee1fbd"},
     {file = "sphinx_copybutton-0.5.2-py3-none-any.whl", hash = "sha256:fb543fd386d917746c9a2c50360c7905b605726b9355cd26e9974857afeae06e"},
@@ -2927,6 +3070,8 @@ version = "2023.4.21"
 description = "Add inline tabbed content to your Sphinx documentation."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinx_inline_tabs-2023.4.21-py3-none-any.whl", hash = "sha256:06809ac613f7c48ddd6e2fa588413e3fe92cff2397b56e2ccf0b0218f9ef6a78"},
     {file = "sphinx_inline_tabs-2023.4.21.tar.gz", hash = "sha256:5df2f13f602c158f3f5f6c509e008aeada199a8c76d97ba3aa2822206683bebc"},
@@ -2945,6 +3090,8 @@ version = "1.0.4"
 description = "Sphinx extension to build a 404 page with absolute URLs"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinx_notfound_page-1.0.4-py3-none-any.whl", hash = "sha256:f7c26ae0df3cf3d6f38f56b068762e6203d0ebb7e1c804de1059598d7dd8b9d8"},
     {file = "sphinx_notfound_page-1.0.4.tar.gz", hash = "sha256:2a52f49cd367b5c4e64072de1591cc367714098500abf4ecb9a3ecb4fec25aae"},
@@ -2963,6 +3110,8 @@ version = "0.1.5"
 description = "Handles redirects for moved pages in Sphinx documentation projects"
 optional = true
 python-versions = ">=3.5"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinx_reredirects-0.1.5-py3-none-any.whl", hash = "sha256:444ae1438fba4418242ca76d6a6de3eaee82aaf0d8f2b0cac71a15d32ce6eba2"},
     {file = "sphinx_reredirects-0.1.5.tar.gz", hash = "sha256:cfa753b441020a22708ce8eb17d4fd553a28fc87a609330092917ada2a6da0d8"},
@@ -2977,6 +3126,8 @@ version = "2.0.0"
 description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinxcontrib_applehelp-2.0.0-py3-none-any.whl", hash = "sha256:4cd3f0ec4ac5dd9c17ec65e9ab272c9b867ea77425228e68ecf08d6b28ddbdb5"},
     {file = "sphinxcontrib_applehelp-2.0.0.tar.gz", hash = "sha256:2f29ef331735ce958efa4734873f084941970894c6090408b079c61b2e1c06d1"},
@@ -2993,6 +3144,8 @@ version = "2.0.0"
 description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinxcontrib_devhelp-2.0.0-py3-none-any.whl", hash = "sha256:aefb8b83854e4b0998877524d1029fd3e6879210422ee3780459e28a1f03a8a2"},
     {file = "sphinxcontrib_devhelp-2.0.0.tar.gz", hash = "sha256:411f5d96d445d1d73bb5d52133377b4248ec79db5c793ce7dbe59e074b4dd1ad"},
@@ -3009,6 +3162,8 @@ version = "2.1.0"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinxcontrib_htmlhelp-2.1.0-py3-none-any.whl", hash = "sha256:166759820b47002d22914d64a075ce08f4c46818e17cfc9470a9786b759b19f8"},
     {file = "sphinxcontrib_htmlhelp-2.1.0.tar.gz", hash = "sha256:c9e2916ace8aad64cc13a0d233ee22317f2b9025b9cf3295249fa985cc7082e9"},
@@ -3025,6 +3180,8 @@ version = "1.0.1"
 description = "A sphinx extension which renders display math in HTML via JavaScript"
 optional = true
 python-versions = ">=3.5"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinxcontrib-jsmath-1.0.1.tar.gz", hash = "sha256:a9925e4a4587247ed2191a22df5f6970656cb8ca2bd6284309578f2153e0c4b8"},
     {file = "sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl", hash = "sha256:2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178"},
@@ -3039,6 +3196,8 @@ version = "2.0.0"
 description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinxcontrib_qthelp-2.0.0-py3-none-any.whl", hash = "sha256:b18a828cdba941ccd6ee8445dbe72ffa3ef8cbe7505d8cd1fa0d42d3f2d5f3eb"},
     {file = "sphinxcontrib_qthelp-2.0.0.tar.gz", hash = "sha256:4fe7d0ac8fc171045be623aba3e2a8f613f8682731f9153bb2e40ece16b9bbab"},
@@ -3055,6 +3214,8 @@ version = "2.0.0"
 description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinxcontrib_serializinghtml-2.0.0-py3-none-any.whl", hash = "sha256:6e2cb0eef194e10c27ec0023bfeb25badbbb5868244cf5bc5bdc04e4464bf331"},
     {file = "sphinxcontrib_serializinghtml-2.0.0.tar.gz", hash = "sha256:e9d912827f872c029017a53f0ef2180b327c3f7fd23c87229f7a8e8b70031d4d"},
@@ -3067,72 +3228,73 @@ test = ["pytest"]
 
 [[package]]
 name = "sqlalchemy"
-version = "2.0.36"
+version = "2.0.37"
 description = "Database Abstraction Library"
 optional = false
 python-versions = ">=3.7"
-files = [
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 ]
 
 [package.dependencies]
-greenlet = {version = "!=0.4.17", markers = "python_version < \"3.13\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"}
+greenlet = {version = "!=0.4.17", markers = "python_version < \"3.14\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"}
 typing-extensions = ">=4.6.0"
 
 [package.extras]
@@ -3166,6 +3328,7 @@ version = "2.16.0"
 description = "Travel through time in your tests."
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
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@@ -3230,24 +3393,57 @@ python-dateutil = "*"
 
 [[package]]
 name = "tomli"
-version = "2.1.0"
+version = "2.2.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
-files = [
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-]
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+]
+markers = {main = "(extra == \"docs\" or extra == \"testing\") and python_version < \"3.11\"", benchmark = "python_version < \"3.11\"", dev = "python_full_version <= \"3.11.0a6\"", typing = "python_version < \"3.11\""}
 
 [[package]]
 name = "types-jsonschema"
-version = "4.23.0.20240813"
+version = "4.23.0.20241208"
 description = "Typing stubs for jsonschema"
 optional = false
 python-versions = ">=3.8"
+groups = ["typing"]
 files = [
-    {file = "types-jsonschema-4.23.0.20240813.tar.gz", hash = "sha256:c93f48206f209a5bc4608d295ac39f172fb98b9e24159ce577dbd25ddb79a1c0"},
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+    {file = "types_jsonschema-4.23.0.20241208-py3-none-any.whl", hash = "sha256:87934bd9231c99d8eff94cacfc06ba668f7973577a9bd9e1f9de957c5737313e"},
+    {file = "types_jsonschema-4.23.0.20241208.tar.gz", hash = "sha256:e8b15ad01f290ecf6aea53f93fbdf7d4730e4600313e89e8a7f95622f7e87b7c"},
 ]
 
 [package.dependencies]
@@ -3255,24 +3451,26 @@ referencing = "*"
 
 [[package]]
 name = "types-pytz"
-version = "2024.2.0.20241003"
+version = "2024.2.0.20241221"
 description = "Typing stubs for pytz"
 optional = false
 python-versions = ">=3.8"
+groups = ["typing"]
 files = [
-    {file = "types-pytz-2024.2.0.20241003.tar.gz", hash = "sha256:575dc38f385a922a212bac00a7d6d2e16e141132a3c955078f4a4fd13ed6cb44"},
-    {file = "types_pytz-2024.2.0.20241003-py3-none-any.whl", hash = "sha256:3e22df1336c0c6ad1d29163c8fda82736909eb977281cb823c57f8bae07118b7"},
+    {file = "types_pytz-2024.2.0.20241221-py3-none-any.whl", hash = "sha256:8fc03195329c43637ed4f593663df721fef919b60a969066e22606edf0b53ad5"},
+    {file = "types_pytz-2024.2.0.20241221.tar.gz", hash = "sha256:06d7cde9613e9f7504766a0554a270c369434b50e00975b3a4a0f6eed0f2c1a9"},
 ]
 
 [[package]]
 name = "types-pyyaml"
-version = "6.0.12.20240917"
+version = "6.0.12.20241230"
 description = "Typing stubs for PyYAML"
 optional = false
 python-versions = ">=3.8"
+groups = ["typing"]
 files = [
-    {file = "types-PyYAML-6.0.12.20240917.tar.gz", hash = "sha256:d1405a86f9576682234ef83bcb4e6fff7c9305c8b1fbad5e0bcd4f7dbdc9c587"},
-    {file = "types_PyYAML-6.0.12.20240917-py3-none-any.whl", hash = "sha256:392b267f1c0fe6022952462bf5d6523f31e37f6cea49b14cee7ad634b6301570"},
+    {file = "types_PyYAML-6.0.12.20241230-py3-none-any.whl", hash = "sha256:fa4d32565219b68e6dee5f67534c722e53c00d1cfc09c435ef04d7353e1e96e6"},
+    {file = "types_pyyaml-6.0.12.20241230.tar.gz", hash = "sha256:7f07622dbd34bb9c8b264fe860a17e0efcad00d50b5f27e93984909d9363498c"},
 ]
 
 [[package]]
@@ -3281,6 +3479,8 @@ version = "2.31.0.6"
 description = "Typing stubs for requests"
 optional = false
 python-versions = ">=3.7"
+groups = ["typing"]
+markers = "python_version < \"3.10\""
 files = [
     {file = "types-requests-2.31.0.6.tar.gz", hash = "sha256:cd74ce3b53c461f1228a9b783929ac73a666658f223e28ed29753771477b3bd0"},
     {file = "types_requests-2.31.0.6-py3-none-any.whl", hash = "sha256:a2db9cb228a81da8348b49ad6db3f5519452dd20a9c1e1a868c83c5fe88fd1a9"},
@@ -3295,6 +3495,8 @@ version = "2.32.0.20241016"
 description = "Typing stubs for requests"
 optional = false
 python-versions = ">=3.8"
+groups = ["typing"]
+markers = "python_version >= \"3.10\""
 files = [
     {file = "types-requests-2.32.0.20241016.tar.gz", hash = "sha256:0d9cad2f27515d0e3e3da7134a1b6f28fb97129d86b867f24d9c726452634d95"},
     {file = "types_requests-2.32.0.20241016-py3-none-any.whl", hash = "sha256:4195d62d6d3e043a4eaaf08ff8a62184584d2e8684e9d2aa178c7915a7da3747"},
@@ -3305,13 +3507,14 @@ urllib3 = ">=2"
 
 [[package]]
 name = "types-simplejson"
-version = "3.19.0.20240801"
+version = "3.19.0.20241221"
 description = "Typing stubs for simplejson"
 optional = false
 python-versions = ">=3.8"
+groups = ["typing"]
 files = [
-    {file = "types-simplejson-3.19.0.20240801.tar.gz", hash = "sha256:ef90cc81dd915f26c452fa2b5e0cbd3a36af81074ae63878fcf8a477e7594e4d"},
-    {file = "types_simplejson-3.19.0.20240801-py3-none-any.whl", hash = "sha256:37f1b33c8626d7f072ea87737629310674845d54d187f12387fe33d31c938288"},
+    {file = "types_simplejson-3.19.0.20241221-py3-none-any.whl", hash = "sha256:179dfaef8c357156c781fa47cfdfcd953a7953fc375dfe9ab19a20054a828980"},
+    {file = "types_simplejson-3.19.0.20241221.tar.gz", hash = "sha256:114af9db0f49ad15755d2b6ad8e6fd04b5a493815e2fc1e011729d4650defc70"},
 ]
 
 [[package]]
@@ -3320,6 +3523,8 @@ version = "1.26.25.14"
 description = "Typing stubs for urllib3"
 optional = false
 python-versions = "*"
+groups = ["typing"]
+markers = "python_version < \"3.10\""
 files = [
     {file = "types-urllib3-1.26.25.14.tar.gz", hash = "sha256:229b7f577c951b8c1b92c1bc2b2fdb0b49847bd2af6d1cc2a2e3dd340f3bda8f"},
     {file = "types_urllib3-1.26.25.14-py3-none-any.whl", hash = "sha256:9683bbb7fb72e32bfe9d2be6e04875fbe1b3eeec3cbb4ea231435aa7fd6b4f0e"},
@@ -3331,6 +3536,7 @@ version = "4.12.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "benchmark", "dev", "typing"]
 files = [
     {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
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@@ -3342,6 +3548,7 @@ version = "1.4.3"
 description = "URL normalization for Python"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+groups = ["dev"]
 files = [
     {file = "url-normalize-1.4.3.tar.gz", hash = "sha256:d23d3a070ac52a67b83a1c59a0e68f8608d1cd538783b401bc9de2c0fac999b2"},
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@@ -3356,6 +3563,8 @@ version = "1.26.20"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+groups = ["main", "dev"]
+markers = "python_version < \"3.10\""
 files = [
     {file = "urllib3-1.26.20-py2.py3-none-any.whl", hash = "sha256:0ed14ccfbf1c30a9072c7ca157e4319b70d65f623e91e7b32fadb2853431016e"},
     {file = "urllib3-1.26.20.tar.gz", hash = "sha256:40c2dc0c681e47eb8f90e7e27bf6ff7df2e677421fd46756da1161c39ca70d32"},
@@ -3368,13 +3577,15 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "urllib3"
-version = "2.2.3"
+version = "2.3.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["main", "dev", "typing"]
+markers = "python_version >= \"3.10\""
 files = [
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-    {file = "urllib3-2.2.3.tar.gz", hash = "sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9"},
+    {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"},
+    {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"},
 ]
 
 [package.extras]
@@ -3389,6 +3600,7 @@ version = "3.1.3"
 description = "The comprehensive WSGI web application library."
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
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 description = "A rewrite of the builtin doctest module"
 optional = false
 python-versions = ">=3.8"
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 optional = false
 python-versions = ">=3.6"
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+    {file = "yarl-1.18.3-cp312-cp312-win32.whl", hash = "sha256:f91c4803173928a25e1a55b943c81f55b8872f0018be83e3ad4938adffb77dd2"},
+    {file = "yarl-1.18.3-cp312-cp312-win_amd64.whl", hash = "sha256:7e2ee16578af3b52ac2f334c3b1f92262f47e02cc6193c598502bd46f5cd1477"},
+    {file = "yarl-1.18.3-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:90adb47ad432332d4f0bc28f83a5963f426ce9a1a8809f5e584e704b82685dcb"},
+    {file = "yarl-1.18.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:913829534200eb0f789d45349e55203a091f45c37a2674678744ae52fae23efa"},
+    {file = "yarl-1.18.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:ef9f7768395923c3039055c14334ba4d926f3baf7b776c923c93d80195624782"},
+    {file = "yarl-1.18.3-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:88a19f62ff30117e706ebc9090b8ecc79aeb77d0b1f5ec10d2d27a12bc9f66d0"},
+    {file = "yarl-1.18.3-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e17c9361d46a4d5addf777c6dd5eab0715a7684c2f11b88c67ac37edfba6c482"},
+    {file = "yarl-1.18.3-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:1a74a13a4c857a84a845505fd2d68e54826a2cd01935a96efb1e9d86c728e186"},
+    {file = "yarl-1.18.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:41f7ce59d6ee7741af71d82020346af364949314ed3d87553763a2df1829cc58"},
+    {file = "yarl-1.18.3-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f52a265001d830bc425f82ca9eabda94a64a4d753b07d623a9f2863fde532b53"},
+    {file = "yarl-1.18.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:82123d0c954dc58db301f5021a01854a85bf1f3bb7d12ae0c01afc414a882ca2"},
+    {file = "yarl-1.18.3-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:2ec9bbba33b2d00999af4631a3397d1fd78290c48e2a3e52d8dd72db3a067ac8"},
+    {file = "yarl-1.18.3-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:fbd6748e8ab9b41171bb95c6142faf068f5ef1511935a0aa07025438dd9a9bc1"},
+    {file = "yarl-1.18.3-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:877d209b6aebeb5b16c42cbb377f5f94d9e556626b1bfff66d7b0d115be88d0a"},
+    {file = "yarl-1.18.3-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:b464c4ab4bfcb41e3bfd3f1c26600d038376c2de3297760dfe064d2cb7ea8e10"},
+    {file = "yarl-1.18.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:8d39d351e7faf01483cc7ff7c0213c412e38e5a340238826be7e0e4da450fdc8"},
+    {file = "yarl-1.18.3-cp313-cp313-win32.whl", hash = "sha256:61ee62ead9b68b9123ec24bc866cbef297dd266175d53296e2db5e7f797f902d"},
+    {file = "yarl-1.18.3-cp313-cp313-win_amd64.whl", hash = "sha256:578e281c393af575879990861823ef19d66e2b1d0098414855dd367e234f5b3c"},
+    {file = "yarl-1.18.3-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:61e5e68cb65ac8f547f6b5ef933f510134a6bf31bb178be428994b0cb46c2a04"},
+    {file = "yarl-1.18.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:fe57328fbc1bfd0bd0514470ac692630f3901c0ee39052ae47acd1d90a436719"},
+    {file = "yarl-1.18.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:a440a2a624683108a1b454705ecd7afc1c3438a08e890a1513d468671d90a04e"},
+    {file = "yarl-1.18.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:09c7907c8548bcd6ab860e5f513e727c53b4a714f459b084f6580b49fa1b9cee"},
+    {file = "yarl-1.18.3-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b4f6450109834af88cb4cc5ecddfc5380ebb9c228695afc11915a0bf82116789"},
+    {file = "yarl-1.18.3-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a9ca04806f3be0ac6d558fffc2fdf8fcef767e0489d2684a21912cc4ed0cd1b8"},
+    {file = "yarl-1.18.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:77a6e85b90a7641d2e07184df5557132a337f136250caafc9ccaa4a2a998ca2c"},
+    {file = "yarl-1.18.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6333c5a377c8e2f5fae35e7b8f145c617b02c939d04110c76f29ee3676b5f9a5"},
+    {file = "yarl-1.18.3-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:0b3c92fa08759dbf12b3a59579a4096ba9af8dd344d9a813fc7f5070d86bbab1"},
+    {file = "yarl-1.18.3-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:4ac515b860c36becb81bb84b667466885096b5fc85596948548b667da3bf9f24"},
+    {file = "yarl-1.18.3-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:045b8482ce9483ada4f3f23b3774f4e1bf4f23a2d5c912ed5170f68efb053318"},
+    {file = "yarl-1.18.3-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:a4bb030cf46a434ec0225bddbebd4b89e6471814ca851abb8696170adb163985"},
+    {file = "yarl-1.18.3-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:54d6921f07555713b9300bee9c50fb46e57e2e639027089b1d795ecd9f7fa910"},
+    {file = "yarl-1.18.3-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:1d407181cfa6e70077df3377938c08012d18893f9f20e92f7d2f314a437c30b1"},
+    {file = "yarl-1.18.3-cp39-cp39-win32.whl", hash = "sha256:ac36703a585e0929b032fbaab0707b75dc12703766d0b53486eabd5139ebadd5"},
+    {file = "yarl-1.18.3-cp39-cp39-win_amd64.whl", hash = "sha256:ba87babd629f8af77f557b61e49e7c7cac36f22f871156b91e10a6e9d4f829e9"},
+    {file = "yarl-1.18.3-py3-none-any.whl", hash = "sha256:b57f4f58099328dfb26c6a771d09fb20dbbae81d20cfb66141251ea063bd101b"},
+    {file = "yarl-1.18.3.tar.gz", hash = "sha256:ac1801c45cbf77b6c99242eeff4fffb5e4e73a800b5c4ad4fc0be5def634d2e1"},
 ]
 
 [package.dependencies]
@@ -3614,6 +3839,8 @@ version = "3.21.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "benchmark"]
+markers = "python_version < \"3.12\""
 files = [
     {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
     {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
@@ -3637,6 +3864,6 @@ ssh = ["paramiko"]
 testing = ["pytest"]
 
 [metadata]
-lock-version = "2.0"
+lock-version = "2.1"
 python-versions = ">=3.9"
-content-hash = "3e5dc4b61042912409c6e4866ea70b7fe12581eea4bf73468f1e6d494332d5f8"
+content-hash = "2612198383af16aabc9f3370538338e12e2718e1f4fb610bd9601cfb7884c472"
diff --git a/pyproject.toml b/pyproject.toml
index 557900c2d..2258db163 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,13 +1,11 @@
-[tool.poetry]
+[project]
 name = "singer-sdk"
-version = "0.0.0"
+dynamic = [
+    "version"
+]
 description = "A framework for building Singer taps"
-authors = ["Meltano Team and Contributors <hello@meltano.com>"]
-maintainers = ["Meltano Team and Contributors <hello@meltano.com>"]
-readme = "README.md"
-homepage = "https://sdk.meltano.com/en/latest/"
-repository = "https://github.com/meltano/sdk"
-documentation = "https://sdk.meltano.com/en/latest/"
+authors = [{ name = "Meltano Team and Contributors", email = "hello@meltano.com" }]
+maintainers = [{ name = "Meltano Team and Contributors", email = "hello@meltano.com" }]
 keywords = [
     "Meltano",
     "Singer",
@@ -28,101 +26,106 @@ classifiers = [
     "Topic :: Software Development :: Libraries :: Application Frameworks",
     "Typing :: Typed",
 ]
-license = "Apache-2.0"
-
-[tool.poetry.urls]
-"Issue Tracker" = "https://github.com/meltano/sdk/issues"
-"Twitter" = "https://twitter.com/meltanodata/"
-"Changelog" = "https://github.com/meltano/sdk/blob/main/CHANGELOG.md"
-"Slack" = "https://meltano.com/slack"
-"Youtube" = "https://www.youtube.com/meltano"
-
-[tool.poetry.dependencies]
-python = ">=3.9"
-backoff = { version = ">=2.0.0", python = "<4" }
-backports-datetime-fromisoformat = { version = ">=2.0.1", python = "<3.11" }
-click = "~=8.0"
-fs = ">=2.4.16"
-fsspec = ">=2024.9.0"
-importlib-metadata = { version = "<9.0.0", python = "<3.12" }
-importlib-resources = { version = ">=5.12.0,!=6.2.0,!=6.3.0,!=6.3.1", python = "<3.10" }
-inflection = ">=0.5.1"
-joblib = ">=1.3.0"
-jsonpath-ng = ">=1.5.3"
-jsonschema = ">=4.16.0"
-packaging = ">=23.1"
-python-dotenv = ">=0.20"
-PyYAML = ">=6.0"
-referencing = ">=0.30.0"
-requests = ">=2.25.1"
-# TODO: remove this constraint once we get rid of the `fs` dependency
-# newer setuptools versions are incompatible with some dependencies (fs)
-setuptools = "<=70.3.0"
-simpleeval = ">=0.9.13,!=1.0.1"
-simplejson = ">=3.17.6"
-sqlalchemy = ">=1.4,<3.0"
-typing-extensions = ">=4.5.0"
+readme = "README.md"
+license.file = "LICENSE"
+requires-python = ">=3.9"
+
+dependencies = [
+    'backoff>=2.0.0; python_version<"4"',
+    'backports-datetime-fromisoformat>=2.0.1; python_version<"3.11"',
+    "click~=8.0",
+    "fs>=2.4.16",
+    "fsspec>=2024.9.0",
+    'importlib-metadata<9.0.0; python_version<"3.12"',
+    'importlib-resources>=5.12.0,!=6.2.0,!=6.3.0,!=6.3.1; python_version<"3.10"',
+    "inflection>=0.5.1",
+    "joblib>=1.3.0",
+    "jsonpath-ng>=1.5.3",
+    "jsonschema>=4.16.0",
+    "packaging>=23.1",
+    "python-dotenv>=0.20",
+    "PyYAML>=6.0",
+    "referencing>=0.30.0",
+    "requests>=2.25.1",
+    # TODO: remove this constraint once we get rid of the `fs` dependency
+    # newer setuptools versions are incompatible with some dependencies (fs)
+    "setuptools<=70.3.0",
+    "simpleeval>=0.9.13,!=1.0.1",
+    "simplejson>=3.17.6",
+    "sqlalchemy>=1.4,<3.0",
+    "typing-extensions>=4.5.0",
+    'urllib3<2; python_version<"3.10"',
+    'urllib3; python_version>="3.10"',
+]
 
+[project.optional-dependencies]
 # Sphinx dependencies installed as optional 'docs' extras
 # https://github.com/readthedocs/readthedocs.org/issues/4912#issuecomment-664002569
-furo = {version = ">=2024.5.6", optional = true}
-myst-parser = {version = ">=3", optional = true}
-sphinx = {version = ">=7", optional = true}
-sphinx-copybutton = {version = ">=0.5.2", optional = true}
-sphinx-inline-tabs = {version = ">=2023.4.21", optional = true}
-sphinx-notfound-page = {version = ">=1.0.0", optional = true}
-sphinx-reredirects = {version = ">=0.1.5", optional = true}
+docs = [
+    "furo>=2024.5.6",
+    "myst-parser>=3",
+    "pytest>=7.2.1",
+    "sphinx>=7",
+    "sphinx-copybutton>=0.5.2",
+    "sphinx-inline-tabs>=2023.4.21",
+    "sphinx-notfound-page>=1.0.0",
+    "sphinx-reredirects>=0.1.5",
+]
 
 # File storage dependencies installed as optional 'filesystem' extras
-fs-s3fs = {version = ">=1.1.1", optional = true}
-s3fs = { version = ">=2024.9.0", optional = true }
+s3 = [
+    "fs-s3fs>=1.1.1",
+    "s3fs>=2024.9.0",
+]
 
 # Parquet file dependencies installed as optional 'parquet' extras
 # We add Python constraints to force Poetry to add the latest supported Numpy version
 # for all Python versions to 'poetry.lock'. If we don't do this, Poetry will add only
 # the version of Numpy that is compatible with the earliest Python version supported
 # by this project, but that may not be compatible with the latest Python version.
-numpy = [
-    { version = ">=1.22,<2.1", python = "==3.9", optional = true },
-    { version = ">=1.22", python = ">=3.10", optional = true },
+parquet = [
+    "numpy>=1.22,<2.1; python_version=='3.9'",
+    "numpy>=1.22; python_version>='3.10'",
+    "pyarrow>=13",
 ]
-pyarrow = { version = ">=13", optional = true }
 
 # Testing dependencies installed as optional 'testing' extras
-pytest = {version=">=7.2.1", optional = true}
+testing = [
+    "pytest>=7.2.1",
+]
 
 # installed as optional 'faker' extra
-faker = {version = ">=22.5", optional = true}
+faker = [
+    "faker>=22.5",
+]
 
 # Crypto extras
-cryptography = { version = ">=3.4.6", optional = true }
-PyJWT = { version = "~=2.4", optional = true }
-
-# SSH extras
-paramiko = ">=3.3.0"
-
-[tool.poetry.extras]
 jwt = [
-    "cryptography",
-    "PyJWT",
-]
-docs = [
-    "furo",
-    "myst-parser",
-    "pytest",
-    "sphinx",
-    "sphinx-copybutton",
-    "sphinx-inline-tabs",
-    "sphinx-notfound-page",
-    "sphinx-reredirects",
+    "cryptography>=3.4.6",
+    "PyJWT~=2.4",
 ]
-s3 = ["fs-s3fs", "s3fs"]
-ssh = ["paramiko"]
-testing = [
-    "pytest",
+
+# SSH extras
+ssh = [
+    "paramiko>=3.3.0",
 ]
-parquet = ["numpy", "pyarrow"]
-faker = ["faker"]
+
+[project.urls]
+Homepage = "https://sdk.meltano.com/en/latest/"
+Repository = "https://github.com/meltano/sdk"
+Documentation = "https://sdk.meltano.com/en/latest/"
+"Issue Tracker" = "https://github.com/meltano/sdk/issues"
+"Twitter" = "https://twitter.com/meltanodata/"
+"Changelog" = "https://github.com/meltano/sdk/blob/main/CHANGELOG.md"
+"Slack" = "https://meltano.com/slack"
+"Youtube" = "https://www.youtube.com/meltano"
+
+[tool.poetry]
+requires-poetry = ">=2.0"
+version = "0.0.0"
+
+[tool.poetry.requires-plugins]
+poetry-dynamic-versioning = { version = ">=1.0.0,<2.0.0", extras = ["plugin"] }
 
 [tool.poetry.group.dev.dependencies]
 coverage = {extras = ["toml"], version = ">=7.4"}
@@ -187,7 +190,7 @@ xfail_strict = false
 
 [tool.commitizen]
 name = "cz_version_bump"
-version = "0.42.1"
+version = "0.44.1"
 changelog_merge_prerelease = true
 prerelease_offset = 1
 tag_format = "v$major.$minor.$patch$prerelease"
@@ -235,17 +238,13 @@ show_missing = true
 
 [tool.deptry]
 known_first_party = ["singer_sdk"]
-pep621_dev_dependency_groups = ["testing"]
+pep621_dev_dependency_groups = ["docs", "testing"]
 
 [tool.deptry.package_module_name_map]
 backports-datetime-fromisoformat = "backports"
 importlib-metadata = "importlib_metadata"
 importlib-resources = "importlib_resources"
 PyJWT = "jwt"
-types-jsonschema = "jsonschema"
-types-pytz = "pytz"
-types-PyYAML = "yaml"
-types-requests = "requests"
 
 [tool.deptry.per_rule_ignores]
 DEP002 = [
@@ -253,21 +252,15 @@ DEP002 = [
     "numpy",
     "setuptools",
     "urllib3",
-    # Python version-specific dependencies
-    "backports-datetime-fromisoformat",
-    # Docs extras
-    "furo",
-    "myst-parser",
-    "sphinx",
-    "sphinx-copybutton",
-    "sphinx-inline-tabs",
-    "sphinx-notfound-page",
-    "sphinx-reredirects",
     # Plugins
     "paramiko",
     "fs-s3fs",
     "s3fs",
 ]
+DEP004 = [
+    # TODO: Make pytest a runtime dependency?
+    "pytest",
+]
 
 [tool.mypy]
 enable_error_code = ["ignore-without-code", "redundant-expr", "truthy-bool"]
@@ -296,13 +289,16 @@ enable = true
 style = "pep440"
 
 [build-system]
-requires = ["poetry-core==1.9.0", "poetry-dynamic-versioning==1.4.0"]
+requires = [
+    "poetry-core>=2,<3",
+    "poetry-dynamic-versioning",
+]
 build-backend = "poetry_dynamic_versioning.backend"
 
-[tool.poetry.plugins."pytest11"]
+[project.entry-points."pytest11"]
 singer_testing = "singer_sdk.testing.pytest_plugin"
 
-[tool.poetry.plugins."singer_sdk.batch_encoders"]
+[project.entry-points."singer_sdk.batch_encoders"]
 jsonl = "singer_sdk.contrib.batch_encoder_jsonl:JSONLinesBatcher"
 parquet = "singer_sdk.contrib.batch_encoder_parquet:ParquetBatcher"
 
@@ -311,7 +307,6 @@ extend-exclude = [
     "cookiecutter/*",
 ]
 line-length = 88
-target-version = "py39"
 
 [tool.ruff.format]
 docstring-code-format = true
diff --git a/samples/sample_tap_bigquery/__init__.py b/samples/sample_tap_bigquery/__init__.py
index ad0d3c3cb..a91f372eb 100644
--- a/samples/sample_tap_bigquery/__init__.py
+++ b/samples/sample_tap_bigquery/__init__.py
@@ -13,28 +13,6 @@ def get_sqlalchemy_url(self, config: dict) -> str:  # noqa: PLR6301
         """Concatenate a SQLAlchemy URL for use in connecting to the source."""
         return f"bigquery://{config['project_id']}"
 
-    def get_object_names(
-        self,
-        engine,
-        inspected,
-        schema_name: str,
-    ) -> list[tuple[str, bool]]:
-        """Return discoverable object names."""
-        # Bigquery inspections returns table names in the form
-        # `schema_name.table_name` which later results in the project name
-        # override due to specifics in behavior of sqlalchemy-bigquery
-        #
-        # Let's strip `schema_name` prefix on the inspection
-
-        return [
-            (table_name.split(".")[-1], is_view)
-            for (table_name, is_view) in super().get_object_names(
-                engine,
-                inspected,
-                schema_name,
-            )
-        ]
-
 
 class BigQueryStream(SQLStream):
     """Stream class for BigQuery streams."""
diff --git a/samples/sample_tap_dummy_json/.pre-commit-config.yaml b/samples/sample_tap_dummy_json/.pre-commit-config.yaml
index 5cad9ea54..81c36bdd5 100644
--- a/samples/sample_tap_dummy_json/.pre-commit-config.yaml
+++ b/samples/sample_tap_dummy_json/.pre-commit-config.yaml
@@ -5,7 +5,7 @@ ci:
 
 repos:
 - repo: https://github.com/pre-commit/pre-commit-hooks
-  rev: v4.6.0
+  rev: v5.0.0
   hooks:
   - id: check-json
     exclude: |
@@ -18,20 +18,20 @@ repos:
   - id: trailing-whitespace
 
 - repo: https://github.com/python-jsonschema/check-jsonschema
-  rev: 0.28.6
+  rev: 0.30.0
   hooks:
   - id: check-dependabot
   - id: check-github-workflows
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.5.0
+  rev: v0.8.1
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
   - id: ruff-format
 
 - repo: https://github.com/pre-commit/mirrors-mypy
-  rev: v1.10.1
+  rev: v1.13.0
   hooks:
   - id: mypy
     additional_dependencies:
diff --git a/samples/sample_tap_dummy_json/README.md b/samples/sample_tap_dummy_json/README.md
index 92ff0cbe4..2cbea6852 100644
--- a/samples/sample_tap_dummy_json/README.md
+++ b/samples/sample_tap_dummy_json/README.md
@@ -6,11 +6,11 @@ Built with the [Meltano Tap SDK](https://sdk.meltano.com) for Singer Taps.
 
 <!--
 
-Developer TODO: Update the below as needed to correctly describe the install procedure. For instance, if you do not have a PyPi repo, or if you want users to directly install from your git repo, you can modify this step as appropriate.
+Developer TODO: Update the below as needed to correctly describe the install procedure. For instance, if you do not have a PyPI repo, or if you want users to directly install from your git repo, you can modify this step as appropriate.
 
 ## Installation
 
-Install from PyPi:
+Install from PyPI:
 
 ```bash
 pipx install tap-dummyjson
diff --git a/samples/sample_tap_dummy_json/tox.ini b/samples/sample_tap_dummy_json/tox.ini
index 8b89a4ef1..90c122a54 100644
--- a/samples/sample_tap_dummy_json/tox.ini
+++ b/samples/sample_tap_dummy_json/tox.ini
@@ -2,18 +2,11 @@
 
 [tox]
 envlist = py3{9,10,11,12,13}
-isolated_build = true
+requires =
+    tox>=4.19
 
 [testenv]
-allowlist_externals = poetry
+deps =
+    pytest
 commands =
-    poetry install -v
-    poetry run pytest
-
-[testenv:pytest]
-# Run the python tests.
-# To execute, run `tox -e pytest`
-envlist = py3{8,9,10,11,12,313}
-commands =
-    poetry install -v
-    poetry run pytest
+    pytest {posargs}
diff --git a/samples/sample_target_sqlite/__init__.py b/samples/sample_target_sqlite/__init__.py
index 0e1062642..7274f51f1 100644
--- a/samples/sample_target_sqlite/__init__.py
+++ b/samples/sample_target_sqlite/__init__.py
@@ -2,6 +2,8 @@
 
 from __future__ import annotations
 
+import datetime
+import sqlite3
 import typing as t
 
 from singer_sdk import SQLConnector, SQLSink, SQLTarget
@@ -10,6 +12,46 @@
 DB_PATH_CONFIG = "path_to_db"
 
 
+def adapt_date_iso(val):
+    """Adapt datetime.date to ISO 8601 date."""
+    return val.isoformat()
+
+
+def adapt_datetime_iso(val):
+    """Adapt datetime.datetime to timezone-naive ISO 8601 date."""
+    return val.isoformat()
+
+
+def adapt_datetime_epoch(val):
+    """Adapt datetime.datetime to Unix timestamp."""
+    return int(val.timestamp())
+
+
+sqlite3.register_adapter(datetime.date, adapt_date_iso)
+sqlite3.register_adapter(datetime.datetime, adapt_datetime_iso)
+sqlite3.register_adapter(datetime.datetime, adapt_datetime_epoch)
+
+
+def convert_date(val):
+    """Convert ISO 8601 date to datetime.date object."""
+    return datetime.date.fromisoformat(val.decode())
+
+
+def convert_datetime(val):
+    """Convert ISO 8601 datetime to datetime.datetime object."""
+    return datetime.datetime.fromisoformat(val.decode())
+
+
+def convert_timestamp(val):
+    """Convert Unix epoch timestamp to datetime.datetime object."""
+    return datetime.datetime.fromtimestamp(int(val), tz=datetime.timezone.utc)
+
+
+sqlite3.register_converter("date", convert_date)
+sqlite3.register_converter("datetime", convert_datetime)
+sqlite3.register_converter("timestamp", convert_timestamp)
+
+
 class SQLiteConnector(SQLConnector):
     """The connector for SQLite.
 
diff --git a/singer_sdk/_singerlib/catalog.py b/singer_sdk/_singerlib/catalog.py
index c1281e091..0dc7ef8b1 100644
--- a/singer_sdk/_singerlib/catalog.py
+++ b/singer_sdk/_singerlib/catalog.py
@@ -268,8 +268,7 @@ def _breadcrumb_is_selected(self, breadcrumb: Breadcrumb) -> bool:  # noqa: PLR0
             return md_entry.selected_by_default
 
         logger.debug(
-            "Selection metadata omitted for '%s'. "
-            "Using parent value of selected=%s.",
+            "Selection metadata omitted for '%s'. Using parent value of selected=%s.",
             breadcrumb,
             parent_value,
         )
diff --git a/singer_sdk/_singerlib/schema.py b/singer_sdk/_singerlib/schema.py
index bb7851b2b..ecbae296f 100644
--- a/singer_sdk/_singerlib/schema.py
+++ b/singer_sdk/_singerlib/schema.py
@@ -42,6 +42,8 @@
     "anyOf",
     "patternProperties",
     "allOf",
+    # JSON Schema extensions
+    "x-sql-datatype",
 ]
 
 
@@ -84,6 +86,9 @@ class Schema:
     contentMediaType: str | None = None  # noqa: N815
     contentEncoding: str | None = None  # noqa: N815
 
+    # JSON Schema extensions
+    x_sql_datatype: str | None = None
+
     def to_dict(self) -> dict[str, t.Any]:
         """Return the raw JSON Schema as a (possibly nested) dict.
 
@@ -99,12 +104,14 @@ def to_dict(self) -> dict[str, t.Any]:
             result["items"] = self.items.to_dict()
 
         for key in STANDARD_KEYS:
-            if self.__dict__.get(key) is not None:
-                result[key] = self.__dict__[key]
+            attr = key.replace("-", "_")
+            if (val := self.__dict__.get(attr)) is not None:
+                result[key] = val
 
         for key in META_KEYS:
-            if self.__dict__.get(key) is not None:
-                result[f"${key}"] = self.__dict__[key]
+            attr = key.replace("-", "_")
+            if (val := self.__dict__.get(attr)) is not None:
+                result[f"${key}"] = val
 
         return result
 
@@ -142,6 +149,7 @@ def from_dict(
             ...             "description": "Age in years which must be equal to or greater than zero.",
             ...             "type": "integer",
             ...             "minimum": 0,
+            ...             "x-sql-datatype": "smallint",
             ...         },
             ...     },
             ...     "required": ["firstName", "lastName"],
@@ -153,6 +161,8 @@ def from_dict(
             "The person's first name."
             >>> schema.properties["age"].minimum
             0
+            >>> schema.properties["age"].x_sql_datatype
+            'smallint'
             >>> schema.schema
             'http://json-schema.org/draft/2020-12/schema'
         """  # noqa: E501
@@ -168,12 +178,14 @@ def from_dict(
             kwargs["items"] = cls.from_dict(items, **schema_defaults)
 
         for key in STANDARD_KEYS:
+            attr = key.replace("-", "_")
             if key in data:
-                kwargs[key] = data[key]
+                kwargs[attr] = data[key]
 
         for key in META_KEYS:
+            attr = key.replace("-", "_")
             if f"${key}" in data:
-                kwargs[key] = data[f"${key}"]
+                kwargs[attr] = data[f"${key}"]
 
         return cls(**kwargs)
 
diff --git a/singer_sdk/connectors/sql.py b/singer_sdk/connectors/sql.py
index 7af4eef1b..0f369f7e1 100644
--- a/singer_sdk/connectors/sql.py
+++ b/singer_sdk/connectors/sql.py
@@ -13,10 +13,12 @@
 from functools import lru_cache
 
 import sqlalchemy as sa
+from sqlalchemy.engine import reflection
 
 from singer_sdk import typing as th
 from singer_sdk._singerlib import CatalogEntry, MetadataMapping, Schema
 from singer_sdk.exceptions import ConfigValidationError
+from singer_sdk.helpers._compat import SingerSDKDeprecationWarning
 from singer_sdk.helpers._util import dump_json, load_json
 from singer_sdk.helpers.capabilities import TargetLoadMethods
 
@@ -253,6 +255,10 @@ class JSONSchemaToSQL:
     This class provides a mapping from JSON Schema types to SQLAlchemy types.
 
     .. versionadded:: 0.42.0
+    .. versionchanged:: 0.44.0
+       Added the
+       :meth:`singer_sdk.connectors.sql.JSONSchemaToSQL.register_sql_datatype_handler`
+       method to map custom ``x-sql-datatype`` annotations into SQLAlchemy types.
     """
 
     def __init__(self, *, max_varchar_length: int | None = None) -> None:
@@ -290,6 +296,8 @@ def __init__(self, *, max_varchar_length: int | None = None) -> None:
             "singer.decimal": self._handle_singer_decimal,
         }
 
+        self._sql_datatype_mapping: dict[str, JSONtoSQLHandler] = {}
+
         self._fallback_type: type[sa.types.TypeEngine] = sa.types.VARCHAR
 
     @classmethod
@@ -392,6 +400,25 @@ def register_format_handler(
         """  # noqa: E501
         self._format_handlers[format_name] = handler
 
+    def register_sql_datatype_handler(
+        self,
+        sql_datatype: str,
+        handler: JSONtoSQLHandler,
+    ) -> None:
+        """Register a custom ``x-sql-datatype`` handler.
+
+        Args:
+            sql_datatype: The x-sql-datatype string.
+            handler: Either a SQLAlchemy type class or a callable that takes a schema
+                    dict and returns a SQLAlchemy type instance.
+
+        Example:
+            >>> from sqlalchemy.types import SMALLINT
+            >>> to_sql = JSONSchemaToSQL()
+            >>> to_sql.register_sql_datatype_handler("smallint", SMALLINT)
+        """
+        self._sql_datatype_mapping[sql_datatype] = handler
+
     def handle_multiple_types(self, types: t.Sequence[str]) -> sa.types.TypeEngine:  # noqa: ARG002, PLR6301
         """Handle multiple types by returning a VARCHAR.
 
@@ -428,10 +455,20 @@ def _get_type_from_schema(self, schema: dict) -> sa.types.TypeEngine | None:
         Returns:
             SQL type if one can be determined, None otherwise.
         """
-        # Check if this is a string with format first
-        if schema.get("type") == "string" and "format" in schema:
-            format_type = self._handle_format(schema)
-            if format_type is not None:
+        # Check x-sql-datatype first
+        if x_sql_datatype := schema.get("x-sql-datatype"):
+            if handler := self._sql_datatype_mapping.get(x_sql_datatype):
+                return self._invoke_handler(handler, schema)
+
+            warnings.warn(
+                f"This target does not support the x-sql-datatype '{x_sql_datatype}'",
+                UserWarning,
+                stacklevel=2,
+            )
+
+        # Check if this is a string with format then
+        if schema.get("type") == "string" and "format" in schema:  # noqa: SIM102
+            if (format_type := self._handle_format(schema)) is not None:
                 return format_type
 
         # Then check regular types
@@ -867,6 +904,10 @@ def create_engine(self) -> Engine:
                 pool_pre_ping=True,
             )
 
+    @deprecated(
+        "This method is deprecated. Use or override `FullyQualifiedName` instead.",
+        category=SingerSDKDeprecationWarning,
+    )
     def quote(self, name: str) -> str:
         """Quote a name if it needs quoting, using '.' as a name-part delimiter.
 
@@ -880,7 +921,7 @@ def quote(self, name: str) -> str:
         Returns:
             str: The quoted name.
         """
-        return ".".join(
+        return ".".join(  # pragma: no cover
             [
                 self._dialect.identifier_preparer.quote(name_part)
                 for name_part in name.split(".")
@@ -911,7 +952,12 @@ def get_schema_names(  # noqa: PLR6301
         """
         return inspected.get_schema_names()
 
-    def get_object_names(
+    @deprecated(
+        "This method is deprecated.",
+        category=SingerSDKDeprecationWarning,
+        stacklevel=1,
+    )
+    def get_object_names(  # pragma: no cover
         self,
         engine: Engine,  # noqa: ARG002
         inspected: Inspector,
@@ -941,10 +987,14 @@ def get_object_names(
     def discover_catalog_entry(
         self,
         engine: Engine,  # noqa: ARG002
-        inspected: Inspector,
-        schema_name: str,
+        inspected: Inspector,  # noqa: ARG002
+        schema_name: str | None,
         table_name: str,
         is_view: bool,  # noqa: FBT001
+        *,
+        reflected_columns: list[reflection.ReflectedColumn] | None = None,
+        reflected_pk: reflection.ReflectedPrimaryKeyConstraint | None = None,
+        reflected_indices: list[reflection.ReflectedIndex] | None = None,
     ) -> CatalogEntry:
         """Create `CatalogEntry` object for the given table or a view.
 
@@ -954,44 +1004,48 @@ def discover_catalog_entry(
             schema_name: Schema name to inspect
             table_name: Name of the table or a view
             is_view: Flag whether this object is a view, returned by `get_object_names`
+            reflect_indices: Whether to reflect indices
+            reflected_columns: List of reflected columns
+            reflected_pk: Reflected primary key
+            reflected_indices: List of reflected indices
 
         Returns:
             `CatalogEntry` object for the given table or a view
         """
         # Initialize unique stream name
-        unique_stream_id = f"{schema_name}-{table_name}"
+        unique_stream_id = f"{schema_name}-{table_name}" if schema_name else table_name
+
+        # Backwards-compatibility
+        reflected_columns = reflected_columns or []
+        reflected_indices = reflected_indices or []
 
         # Detect key properties
         possible_primary_keys: list[list[str]] = []
-        pk_def = inspected.get_pk_constraint(table_name, schema=schema_name)
-        if pk_def and "constrained_columns" in pk_def:  # type: ignore[redundant-expr]
-            possible_primary_keys.append(pk_def["constrained_columns"])
+        if reflected_pk and "constrained_columns" in reflected_pk:
+            possible_primary_keys.append(reflected_pk["constrained_columns"])
 
         # An element of the columns list is ``None`` if it's an expression and is
         # returned in the ``expressions`` list of the reflected index.
         possible_primary_keys.extend(
             index_def["column_names"]  # type: ignore[misc]
-            for index_def in inspected.get_indexes(table_name, schema=schema_name)
+            for index_def in reflected_indices
             if index_def.get("unique", False)
         )
 
-        key_properties = next(iter(possible_primary_keys), None)
+        key_properties = next(iter(possible_primary_keys), [])
 
         # Initialize columns list
-        table_schema = th.PropertiesList()
-        for column_def in inspected.get_columns(table_name, schema=schema_name):
-            column_name = column_def["name"]
-            is_nullable = column_def.get("nullable", False)
-            jsonschema_type: dict = self.to_jsonschema_type(column_def["type"])
-            table_schema.append(
-                th.Property(
-                    name=column_name,
-                    wrapped=th.CustomType(jsonschema_type),
-                    nullable=is_nullable,
-                    required=column_name in key_properties if key_properties else False,
-                ),
+        properties = [
+            th.Property(
+                name=column["name"],
+                wrapped=th.CustomType(self.to_jsonschema_type(column["type"])),
+                nullable=column.get("nullable", False),
+                required=column["name"] in key_properties,
+                description=column.get("comment"),
             )
-        schema = table_schema.to_dict()
+            for column in reflected_columns
+        ]
+        schema = th.PropertiesList(*properties).to_dict()
 
         # Initialize available replication methods
         addl_replication_methods: list[str] = [""]  # By default an empty list.
@@ -1024,30 +1078,59 @@ def discover_catalog_entry(
             replication_key=None,  # Must be defined by user
         )
 
-    def discover_catalog_entries(self) -> list[dict]:
+    def discover_catalog_entries(
+        self,
+        *,
+        exclude_schemas: t.Sequence[str] = (),
+        reflect_indices: bool = True,
+    ) -> list[dict]:
         """Return a list of catalog entries from discovery.
 
+        Args:
+            exclude_schemas: A list of schema names to exclude from discovery.
+            reflect_indices: Whether to reflect indices to detect potential primary
+                keys.
+
         Returns:
             The discovered catalog entries as a list.
         """
         result: list[dict] = []
         engine = self._engine
         inspected = sa.inspect(engine)
+        object_kinds = (
+            (reflection.ObjectKind.TABLE, False),
+            (reflection.ObjectKind.ANY_VIEW, True),
+        )
         for schema_name in self.get_schema_names(engine, inspected):
-            # Iterate through each table and view
-            for table_name, is_view in self.get_object_names(
-                engine,
-                inspected,
-                schema_name,
-            ):
-                catalog_entry = self.discover_catalog_entry(
-                    engine,
-                    inspected,
-                    schema_name,
-                    table_name,
-                    is_view,
+            if schema_name in exclude_schemas:
+                continue
+
+            primary_keys = inspected.get_multi_pk_constraint(schema=schema_name)
+
+            if reflect_indices:
+                indices = inspected.get_multi_indexes(schema=schema_name)
+            else:
+                indices = {}
+
+            for object_kind, is_view in object_kinds:
+                columns = inspected.get_multi_columns(
+                    schema=schema_name,
+                    kind=object_kind,
+                )
+
+                result.extend(
+                    self.discover_catalog_entry(
+                        engine,
+                        inspected,
+                        schema_name,
+                        table,
+                        is_view,
+                        reflected_columns=columns[schema, table],
+                        reflected_pk=primary_keys.get((schema, table)),
+                        reflected_indices=indices.get((schema, table), []),
+                    ).to_dict()
+                    for schema, table in columns
                 )
-                result.append(catalog_entry.to_dict())
 
         return result
 
@@ -1281,8 +1364,7 @@ def prepare_schema(self, schema_name: str) -> None:
         Args:
             schema_name: The target schema name.
         """
-        schema_exists = self.schema_exists(schema_name)
-        if not schema_exists:
+        if not self.schema_exists(schema_name):
             self.create_schema(schema_name)
 
     def prepare_table(
@@ -1491,19 +1573,19 @@ def _get_type_sort_key(
         ) -> tuple[int, int]:
             # return rank, with higher numbers ranking first
 
-            _len = int(getattr(sql_type, "length", 0) or 0)
+            len_ = int(getattr(sql_type, "length", 0) or 0)
 
-            _pytype = t.cast("type", sql_type.python_type)
-            if issubclass(_pytype, (str, bytes)):
-                return 900, _len
-            if issubclass(_pytype, datetime):
-                return 600, _len
-            if issubclass(_pytype, float):
-                return 400, _len
-            if issubclass(_pytype, int):
-                return 300, _len
+            pytype = t.cast("type", sql_type.python_type)
+            if issubclass(pytype, (str, bytes)):
+                return 900, len_
+            if issubclass(pytype, datetime):
+                return 600, len_
+            if issubclass(pytype, float):
+                return 400, len_
+            if issubclass(pytype, int):
+                return 300, len_
 
-            return 0, _len
+            return 0, len_
 
         return sorted(sql_types, key=_get_type_sort_key, reverse=True)
 
diff --git a/singer_sdk/contrib/filesystem/tap.py b/singer_sdk/contrib/filesystem/tap.py
index ff0c98819..6c9579211 100644
--- a/singer_sdk/contrib/filesystem/tap.py
+++ b/singer_sdk/contrib/filesystem/tap.py
@@ -105,6 +105,8 @@ class FolderTap(Tap, t.Generic[_T]):
     This should be a subclass of `FileStream`.
     """
 
+    dynamic_catalog: bool = True
+
     config_jsonschema: t.ClassVar[dict] = {"properties": {}}
 
     @classmethod
@@ -124,11 +126,16 @@ def append_builtin_config(cls: type[FolderTap], config_jsonschema: dict) -> None
             config_jsonschema: [description]
         """
 
-        def _merge_missing(source_jsonschema: dict, target_jsonschema: dict) -> None:
+        def _merge_missing(src: dict, tgt: dict) -> None:
             # Append any missing properties in the target with those from source.
-            for k, v in source_jsonschema["properties"].items():
-                if k not in target_jsonschema["properties"]:
-                    target_jsonschema["properties"][k] = v
+            for k, v in src["properties"].items():
+                if k not in tgt["properties"]:
+                    tgt["properties"][k] = v
+
+                # Merge the required fields
+                source_required = src.get("required", [])
+                target_required = tgt.get("required", [])
+                tgt["required"] = list(set(source_required + target_required))
 
         _merge_missing(BASE_CONFIG_SCHEMA, config_jsonschema)
 
diff --git a/singer_sdk/helpers/capabilities.py b/singer_sdk/helpers/capabilities.py
index 0f5c42918..b1f18887a 100644
--- a/singer_sdk/helpers/capabilities.py
+++ b/singer_sdk/helpers/capabilities.py
@@ -144,6 +144,15 @@
         description="The default target database schema name to use for all streams.",
     ),
 ).to_dict()
+ACTIVATE_VERSION_CONFIG = PropertiesList(
+    Property(
+        "process_activate_version_messages",
+        BooleanType,
+        default=True,
+        title="Process `ACTIVATE_VERSION` messages",
+        description="Whether to process `ACTIVATE_VERSION` messages.",
+    ),
+).to_dict()
 ADD_RECORD_METADATA_CONFIG = PropertiesList(
     Property(
         "add_record_metadata",
diff --git a/singer_sdk/mapper.py b/singer_sdk/mapper.py
index 004d0f60a..d528831a1 100644
--- a/singer_sdk/mapper.py
+++ b/singer_sdk/mapper.py
@@ -63,6 +63,18 @@ def md5(string: str) -> str:
     return hashlib.md5(string.encode("utf-8")).hexdigest()  # noqa: S324
 
 
+def sha256(string: str) -> str:
+    """Digest a string using SHA256. This is a function for inline calculations.
+
+    Args:
+        string: String to digest.
+
+    Returns:
+        A string digested into SHA256.
+    """
+    return hashlib.sha256(string.encode("utf-8")).hexdigest()
+
+
 StreamMapsDict: TypeAlias = dict[str, t.Union[str, dict, None]]
 
 
@@ -307,6 +319,7 @@ def functions(self) -> dict[str, t.Callable]:
         """
         funcs: dict[str, t.Any] = simpleeval.DEFAULT_FUNCTIONS.copy()
         funcs["md5"] = md5
+        funcs["sha256"] = sha256
         funcs["datetime"] = datetime
         funcs["bool"] = bool
         funcs["json"] = json
diff --git a/singer_sdk/mapper_base.py b/singer_sdk/mapper_base.py
index 650552f5f..edf9531be 100644
--- a/singer_sdk/mapper_base.py
+++ b/singer_sdk/mapper_base.py
@@ -88,7 +88,7 @@ def map_activate_version_message(
         """
         ...
 
-    def map_batch_message(  # noqa: PLR6301
+    def map_batch_message(
         self,
         message_dict: dict,
     ) -> t.Iterable[singer.Message]:
diff --git a/singer_sdk/plugin_base.py b/singer_sdk/plugin_base.py
index 1b8735f2f..62f72f804 100644
--- a/singer_sdk/plugin_base.py
+++ b/singer_sdk/plugin_base.py
@@ -160,14 +160,13 @@ def __init__(
             validate_config: True to require validation of config settings.
 
         Raises:
-            ValueError: If config is not a dict or path string.
+            TypeError: If config is not a dict or path string.
         """
-        if not config:
-            config_dict = {}
-        elif isinstance(config, (str, PurePath)):
+        config = config or {}
+        if isinstance(config, (str, PurePath)):
             config_dict = read_json_file(config)
             warnings.warn(
-                "Passsing a config file path is deprecated. Please pass the config "
+                "Passing a config file path is deprecated. Please pass the config "
                 "as a dictionary instead.",
                 SingerSDKDeprecationWarning,
                 stacklevel=2,
@@ -179,7 +178,7 @@ def __init__(
                 # list will override those of earlier ones.
                 config_dict.update(read_json_file(config_path))
             warnings.warn(
-                "Passsing a list of config file paths is deprecated. Please pass the "
+                "Passing a list of config file paths is deprecated. Please pass the "
                 "config as a dictionary instead.",
                 SingerSDKDeprecationWarning,
                 stacklevel=2,
@@ -188,7 +187,7 @@ def __init__(
             config_dict = config
         else:
             msg = f"Error parsing config of type '{type(config).__name__}'."  # type: ignore[unreachable]
-            raise ValueError(msg)
+            raise TypeError(msg)
         if parse_env_config:
             self.logger.info("Parsing env var for settings config...")
             config_dict.update(self._env_var_config)
diff --git a/singer_sdk/sinks/core.py b/singer_sdk/sinks/core.py
index 5070655d4..3681ae96c 100644
--- a/singer_sdk/sinks/core.py
+++ b/singer_sdk/sinks/core.py
@@ -399,6 +399,15 @@ def include_sdc_metadata_properties(self) -> bool:
         """
         return self.config.get("add_record_metadata", False)
 
+    @property
+    def process_activate_version_messages(self) -> bool:
+        """Check if activate version messages should be processed.
+
+        Returns:
+            True if activate version messages should be processed.
+        """
+        return self.config.get("process_activate_version_messages", True)
+
     @property
     def datetime_error_treatment(self) -> DatetimeErrorTreatmentEnum:
         """Return a treatment to use for datetime parse errors: ERROR. MAX, or NULL.
@@ -447,7 +456,7 @@ def _add_sdc_metadata_to_record(
             or datetime.datetime.now(tz=datetime.timezone.utc)
         ).isoformat()
         record["_sdc_deleted_at"] = record.get("_sdc_deleted_at")
-        record["_sdc_sequence"] = int(round(time.time() * 1000))
+        record["_sdc_sequence"] = round(time.time() * 1000)
         record["_sdc_table_version"] = message.get("version")
         record["_sdc_sync_started_at"] = self.sync_started_at
 
diff --git a/singer_sdk/sinks/sql.py b/singer_sdk/sinks/sql.py
index 5bb64afad..855ee351f 100644
--- a/singer_sdk/sinks/sql.py
+++ b/singer_sdk/sinks/sql.py
@@ -4,12 +4,12 @@
 
 import re
 import typing as t
+import warnings
 from collections import defaultdict
 from copy import copy
-from textwrap import dedent
 
 import sqlalchemy as sa
-from sqlalchemy.sql import quoted_name
+from sqlalchemy.sql import insert
 from sqlalchemy.sql.expression import bindparam
 
 from singer_sdk.connectors import SQLConnector
@@ -282,19 +282,26 @@ def generate_insert_statement(
         Returns:
             An insert statement.
         """
-        property_names = list(self.conform_schema(schema)["properties"].keys())
-        column_identifiers = [
-            self.connector.quote(quoted_name(name, quote=True))
-            for name in property_names
-        ]
-        statement = dedent(
-            f"""\
-            INSERT INTO {full_table_name}
-            ({", ".join(column_identifiers)})
-            VALUES ({", ".join([f":{name}" for name in property_names])})
-            """,
+        conformed_schema = self.conform_schema(schema)
+        property_names = list(conformed_schema["properties"])
+
+        _, schema_name, table_name = self.connector.parse_full_table_name(
+            full_table_name
         )
-        return statement.rstrip()
+
+        table = sa.Table(
+            table_name,
+            sa.MetaData(),
+            *[
+                sa.Column(
+                    name, sa.String
+                )  # Assuming all columns are of type String for simplicity  # noqa: E501
+                for name in property_names
+            ],
+            schema=schema_name,
+        )
+
+        return insert(table)
 
     def bulk_insert_records(
         self,
@@ -321,7 +328,13 @@ def bulk_insert_records(
             full_table_name,
             schema,
         )
-        if isinstance(insert_sql, str):
+        if isinstance(insert_sql, str):  # pragma: no cover
+            warnings.warn(
+                "Generating a SQL insert statement as a string is deprecated. "
+                "Please return an SQLAlchemy Executable object instead.",
+                DeprecationWarning,
+                stacklevel=2,
+            )
             insert_sql = sa.text(insert_sql)
 
         conformed_records = [self.conform_record(record) for record in records]
diff --git a/singer_sdk/streams/core.py b/singer_sdk/streams/core.py
index 82172e101..e460f9f81 100644
--- a/singer_sdk/streams/core.py
+++ b/singer_sdk/streams/core.py
@@ -817,8 +817,10 @@ def _increment_stream_state(
 
     def _write_state_message(self) -> None:
         """Write out a STATE message with the latest state."""
-        if (not self._is_state_flushed) and (
-            self.tap_state != self._last_emitted_state
+        if (
+            (not self._is_state_flushed)
+            and self.tap_state
+            and (self.tap_state != self._last_emitted_state)
         ):
             self._tap.write_message(singer.StateMessage(value=self.tap_state))
             self._last_emitted_state = copy.deepcopy(self.tap_state)
diff --git a/singer_sdk/streams/rest.py b/singer_sdk/streams/rest.py
index f4f3e7fce..cb964c242 100644
--- a/singer_sdk/streams/rest.py
+++ b/singer_sdk/streams/rest.py
@@ -91,6 +91,8 @@ def __init__(
         name: str | None = None,
         schema: dict[str, t.Any] | Schema | None = None,
         path: str | None = None,
+        *,
+        http_method: str | None = None,
     ) -> None:
         """Initialize the HTTP stream.
 
@@ -99,11 +101,13 @@ def __init__(
             schema: JSON schema for records in this stream.
             name: Name of this stream.
             path: URL path for this entity stream.
+            http_method: HTTP method to use for requests.
         """
         super().__init__(name=name, schema=schema, tap=tap)
         if path:
             self.path = path
         self._http_headers: dict = {"User-Agent": self.user_agent}
+        self._http_method = http_method
         self._requests_session = requests.Session()
 
     @staticmethod
@@ -151,12 +155,37 @@ def rest_method(self) -> str:
         .. deprecated:: 0.43.0
            Override :meth:`~singer_sdk.RESTStream.http_method` instead.
         """
-        return "GET"
+        return self._http_method or "GET"
+
+    @rest_method.setter
+    @deprecated(
+        "Use `http_method` instead.",
+        category=SingerSDKDeprecationWarning,
+    )
+    def rest_method(self, value: str) -> None:
+        """Set the HTTP method for requests.
+
+        Args:
+            value: The HTTP method to use for requests.
+
+        .. deprecated:: 0.43.0
+           Override :meth:`~singer_sdk.RESTStream.http_method` instead.
+        """
+        self._http_method = value
 
     @property
     def http_method(self) -> str:
         """HTTP method to use for requests. Defaults to "GET"."""
-        return self.rest_method
+        return self._http_method or self.rest_method
+
+    @http_method.setter
+    def http_method(self, value: str) -> None:
+        """Set the HTTP method for requests.
+
+        Args:
+            value: The HTTP method to use for requests.
+        """
+        self._http_method = value
 
     @property
     def requests_session(self) -> requests.Session:
@@ -758,6 +787,8 @@ def __init__(
         name: str | None = None,
         schema: dict[str, t.Any] | Schema | None = None,
         path: str | None = None,
+        *,
+        http_method: str | None = None,
     ) -> None:
         """Initialize the REST stream.
 
@@ -766,8 +797,9 @@ def __init__(
             schema: JSON schema for records in this stream.
             name: Name of this stream.
             path: URL path for this entity stream.
+            http_method: HTTP method to use for requests
         """
-        super().__init__(tap, name, schema, path)
+        super().__init__(tap, name, schema, path, http_method=http_method)
         self._compiled_jsonpath = None
         self._next_page_token_compiled_jsonpath = None
 
diff --git a/singer_sdk/tap_base.py b/singer_sdk/tap_base.py
index ea6f96beb..d25e0b279 100644
--- a/singer_sdk/tap_base.py
+++ b/singer_sdk/tap_base.py
@@ -4,6 +4,7 @@
 
 import abc
 import contextlib
+import pathlib
 import typing as t
 import warnings
 from enum import Enum
@@ -105,7 +106,7 @@ def __init__(
         elif catalog is not None:
             self._input_catalog = Catalog.from_dict(read_json_file(catalog))
             warnings.warn(
-                "Passsing a catalog file path is deprecated. Please pass the catalog "
+                "Passing a catalog file path is deprecated. Please pass the catalog "
                 "as a dictionary or Catalog object instead.",
                 SingerSDKDeprecationWarning,
                 stacklevel=2,
@@ -123,7 +124,7 @@ def __init__(
         elif state:
             state_dict = read_json_file(state)
             warnings.warn(
-                "Passsing a state file path is deprecated. Please pass the state "
+                "Passing a state file path is deprecated. Please pass the state "
                 "as a dictionary instead.",
                 SingerSDKDeprecationWarning,
                 stacklevel=2,
@@ -459,7 +460,8 @@ def sync_all(self) -> None:
         """Sync all streams."""
         self._reset_state_progress_markers()
         self._set_compatible_replication_methods()
-        self.write_message(StateMessage(value=self.state))
+        if self.state:
+            self.write_message(StateMessage(value=self.state))
 
         stream: Stream
         for stream in self.streams.values():
@@ -494,8 +496,8 @@ def invoke(  # type: ignore[override]
         about: bool = False,
         about_format: str | None = None,
         config: tuple[str, ...] = (),
-        state: str | None = None,
-        catalog: str | None = None,
+        state: pathlib.Path | None = None,
+        catalog: pathlib.Path | None = None,
     ) -> None:
         """Invoke the tap's command line interface.
 
@@ -619,12 +621,20 @@ def get_singer_command(cls: type[Tap]) -> click.Command:
                 click.Option(
                     ["--catalog"],
                     help="Use a Singer catalog file with the tap.",
-                    type=click.Path(),
+                    type=click.Path(
+                        path_type=pathlib.Path,
+                        exists=True,
+                        dir_okay=False,
+                    ),
                 ),
                 click.Option(
                     ["--state"],
                     help="Use a bookmarks file for incremental replication.",
-                    type=click.Path(),
+                    type=click.Path(
+                        path_type=pathlib.Path,
+                        exists=True,
+                        dir_okay=False,
+                    ),
                 ),
             ],
         )
@@ -648,6 +658,9 @@ class SQLTap(Tap):
     querying a database's system tables).
     """
 
+    exclude_schemas: t.Sequence[str] = []
+    """Hard-coded list of stream names to skip when discovering the catalog."""
+
     _tap_connector: SQLConnector | None = None
 
     def __init__(self, *args: t.Any, **kwargs: t.Any) -> None:
@@ -691,7 +704,9 @@ def catalog_dict(self) -> dict:
         connector = self.tap_connector
 
         result: dict[str, list[dict]] = {"streams": []}
-        result["streams"].extend(connector.discover_catalog_entries())
+        result["streams"].extend(
+            connector.discover_catalog_entries(exclude_schemas=self.exclude_schemas),
+        )
 
         self._catalog_dict = result
         return self._catalog_dict
diff --git a/singer_sdk/target_base.py b/singer_sdk/target_base.py
index 8907b6201..c30c2084a 100644
--- a/singer_sdk/target_base.py
+++ b/singer_sdk/target_base.py
@@ -16,6 +16,7 @@
 from singer_sdk.helpers._batch import BaseBatchFileEncoding
 from singer_sdk.helpers._classproperty import classproperty
 from singer_sdk.helpers.capabilities import (
+    ACTIVATE_VERSION_CONFIG,
     ADD_RECORD_METADATA_CONFIG,
     BATCH_CONFIG,
     TARGET_BATCH_SIZE_ROWS_CONFIG,
@@ -454,6 +455,19 @@ def _process_activate_version_message(self, message_dict: dict) -> None:
 
         for stream_map in self.mapper.stream_maps[stream_name]:
             sink = self.get_sink(stream_map.stream_alias)
+            if not sink.process_activate_version_messages:
+                self.logger.warning(
+                    "`ACTIVATE_VERSION` messages are not enabled for '%s'. Ignoring.",
+                    stream_map.stream_alias,
+                )
+                continue
+            if not sink.include_sdc_metadata_properties:
+                self.logger.warning(
+                    "The `ACTIVATE_VERSION` feature uses the `_sdc_deleted_at` and "
+                    "`_sdc_deleted_at` metadata properties so they will be added to "
+                    "the schema for '%s' even though `add_record_metadata` is "
+                    "disabled.",
+                )
             sink.activate_version(message_dict["version"])
 
     def _process_batch_message(self, message_dict: dict) -> None:
@@ -621,6 +635,9 @@ def _merge_missing(source_jsonschema: dict, target_jsonschema: dict) -> None:
 
         capabilities = cls.capabilities
 
+        if PluginCapabilities.ACTIVATE_VERSION in capabilities:
+            _merge_missing(ACTIVATE_VERSION_CONFIG, config_jsonschema)
+
         if PluginCapabilities.BATCH in capabilities:
             _merge_missing(BATCH_CONFIG, config_jsonschema)
 
@@ -660,6 +677,7 @@ def capabilities(self) -> list[CapabilitiesEnum]:
         sql_target_capabilities: list[CapabilitiesEnum] = super().capabilities
         sql_target_capabilities.extend(
             [
+                PluginCapabilities.ACTIVATE_VERSION,
                 TargetCapabilities.TARGET_SCHEMA,
                 TargetCapabilities.HARD_DELETE,
             ]
diff --git a/singer_sdk/testing/tap_tests.py b/singer_sdk/testing/tap_tests.py
index b5e936b26..becc8a667 100644
--- a/singer_sdk/testing/tap_tests.py
+++ b/singer_sdk/testing/tap_tests.py
@@ -199,9 +199,9 @@ def test(self) -> None:
             f"Length of set of records IDs ({count_unique_records})"
             f" is not equal to number of records ({count_records})."
         )
-        assert all(
-            all(k is not None for k in pk) for pk in record_ids
-        ), "Primary keys contain some key values that are null."
+        assert all(all(k is not None for k in pk) for pk in record_ids), (
+            "Primary keys contain some key values that are null."
+        )
 
 
 class AttributeIsDateTimeTest(AttributeTestTemplate):
@@ -382,9 +382,9 @@ class AttributeNotNullTest(AttributeTestTemplate):
     def test(self) -> None:
         """Run test."""
         for r in self.stream_records:
-            assert (
-                r.get(self.attribute_name) is not None
-            ), f"Detected null values for attribute ('{self.attribute_name}')."
+            assert r.get(self.attribute_name) is not None, (
+                f"Detected null values for attribute ('{self.attribute_name}')."
+            )
 
     @classmethod
     def evaluate(
diff --git a/singer_sdk/testing/templates.py b/singer_sdk/testing/templates.py
index 716caaf0a..cb56e4aa5 100644
--- a/singer_sdk/testing/templates.py
+++ b/singer_sdk/testing/templates.py
@@ -47,7 +47,7 @@ def id(self) -> str:
         msg = "ID not implemented."
         raise NotImplementedError(msg)
 
-    def setup(self) -> None:  # noqa: PLR6301
+    def setup(self) -> None:
         """Test setup, called before `.test()`.
 
         This method is useful for preparing external resources (databases, folders etc.)
@@ -63,7 +63,7 @@ def test(self) -> None:
         """Main Test body, called after `.setup()` and before `.validate()`."""
         self.runner.sync_all()
 
-    def validate(self) -> None:  # noqa: PLR6301
+    def validate(self) -> None:
         """Test validation, called after `.test()`.
 
         This method is particularly useful in Target tests, to validate that records
@@ -75,7 +75,7 @@ def validate(self) -> None:  # noqa: PLR6301
         msg = "Method not implemented."
         raise NotImplementedError(msg)
 
-    def teardown(self) -> None:  # noqa: PLR6301
+    def teardown(self) -> None:
         """Test Teardown.
 
         This method is useful for cleaning up external resources
@@ -322,9 +322,9 @@ def run(  # type: ignore[override]
         """
         # get input from file
         if getattr(self, "singer_filepath", None):
-            assert (
-                self.singer_filepath.is_file()
-            ), f"Singer file {self.singer_filepath} does not exist."
+            assert self.singer_filepath.is_file(), (
+                f"Singer file {self.singer_filepath} does not exist."
+            )
             runner.input_filepath = self.singer_filepath
         super().run(config, resource, runner)
 
diff --git a/singer_sdk/typing.py b/singer_sdk/typing.py
index 0424bbbaa..3a1c119c3 100644
--- a/singer_sdk/typing.py
+++ b/singer_sdk/typing.py
@@ -655,6 +655,8 @@ def __init__(  # noqa: PLR0913
         *,
         nullable: bool | None = None,
         title: str | None = None,
+        deprecated: bool | None = None,
+        **kwargs: t.Any,
     ) -> None:
         """Initialize Property object.
 
@@ -677,6 +679,8 @@ def __init__(  # noqa: PLR0913
                 displayed to the user as hints of the expected format of inputs.
             nullable: If True, the property may be null.
             title: Optional. A short, human-readable title for the property.
+            deprecated: If True, mark this property as deprecated.
+            **kwargs: Additional keyword arguments to pass to the parent class.
         """
         self.name = name
         self.wrapped = wrapped
@@ -688,6 +692,8 @@ def __init__(  # noqa: PLR0913
         self.examples = examples or None
         self.nullable = nullable
         self.title = title
+        self.deprecated = deprecated
+        self.kwargs = kwargs
 
     @property
     def type_dict(self) -> dict:  # type: ignore[override]
@@ -745,6 +751,12 @@ def to_dict(self) -> dict:
             type_dict.update({"enum": self.allowed_values})
         if self.examples:
             type_dict.update({"examples": self.examples})
+
+        if self.deprecated is not None:
+            type_dict["deprecated"] = self.deprecated
+
+        type_dict.update(self.kwargs)
+
         return {self.name: type_dict}
 
 
diff --git a/tests/core/rest/test_pagination.py b/tests/core/rest/test_pagination.py
index 6ef34f139..7425e22ce 100644
--- a/tests/core/rest/test_pagination.py
+++ b/tests/core/rest/test_pagination.py
@@ -32,7 +32,7 @@ def test_paginator_base_missing_implementation():
 
     with pytest.raises(
         TypeError,
-        match="Can't instantiate abstract class .* '?get_next'?",
+        match=r"Can't instantiate abstract class .* '?get_next'?",
     ):
         BaseAPIPaginator(0)
 
@@ -57,7 +57,7 @@ def test_paginator_hateoas_missing_implementation():
 
     with pytest.raises(
         TypeError,
-        match="Can't instantiate abstract class .* '?get_next_url'?",
+        match=r"Can't instantiate abstract class .* '?get_next_url'?",
     ):
         BaseHATEOASPaginator()
 
diff --git a/tests/core/sinks/test_sql_sink.py b/tests/core/sinks/test_sql_sink.py
index c20be40f6..d1c921eca 100644
--- a/tests/core/sinks/test_sql_sink.py
+++ b/tests/core/sinks/test_sql_sink.py
@@ -1,9 +1,9 @@
 from __future__ import annotations
 
 import typing as t
-from textwrap import dedent
 
 import pytest
+from sqlalchemy.sql import Insert
 
 from samples.sample_duckdb import DuckDBConnector
 from singer_sdk.sinks.sql import SQLSink
@@ -55,10 +55,12 @@ def sink(self, target: DuckDBTarget, schema: dict) -> DuckDBSink:
 
     def test_generate_insert_statement(self, sink: DuckDBSink, schema: dict):
         """Test that the insert statement is generated correctly."""
-        expected = dedent(
-            """\
-            INSERT INTO foo
-            (id, col_ts, "table")
-            VALUES (:id, :col_ts, :table)"""
+        stmt = sink.generate_insert_statement("foo", schema=schema)
+        assert isinstance(stmt, Insert)
+        assert stmt.table.name == "foo"
+        assert stmt.table.columns.keys() == ["id", "col_ts", "table"]
+
+        # Rendered SQL should look like:
+        assert str(stmt) == (
+            'INSERT INTO foo (id, col_ts, "table") VALUES (:id, :col_ts, :table)'
         )
-        assert sink.generate_insert_statement("foo", schema=schema) == expected
diff --git a/tests/core/test_catalog_selection.py b/tests/core/test_catalog_selection.py
index d4b30cecb..02797eef1 100644
--- a/tests/core/test_catalog_selection.py
+++ b/tests/core/test_catalog_selection.py
@@ -245,6 +245,6 @@ def test_record_property_pop(
         breadcrumb=(),
     )
 
-    assert (
-        record_pop == record_selected
-    ), f"Expected record={record_selected}, got {record_pop}"
+    assert record_pop == record_selected, (
+        f"Expected record={record_selected}, got {record_pop}"
+    )
diff --git a/tests/core/test_connector_sql.py b/tests/core/test_connector_sql.py
index f0f686cb2..446971a35 100644
--- a/tests/core/test_connector_sql.py
+++ b/tests/core/test_connector_sql.py
@@ -20,6 +20,8 @@
 from singer_sdk.exceptions import ConfigValidationError
 
 if t.TYPE_CHECKING:
+    from pathlib import Path
+
     from sqlalchemy.engine import Engine
 
 
@@ -349,6 +351,32 @@ def test_adapt_column_type(self, connector: DuckDBConnector):
             assert result.keys() == ["id", "name"]
             assert result.cursor.description[1][1] == "STRING"
 
+    @pytest.mark.parametrize(
+        "exclude_schemas,expected_streams",
+        [
+            ([], 1),
+            (["memory.my_schema"], 0),
+        ],
+    )
+    def test_discover_catalog_entries_exclude_schemas(
+        self,
+        connector: DuckDBConnector,
+        exclude_schemas: list[str],
+        expected_streams: int,
+    ):
+        with connector._engine.connect() as conn, conn.begin():
+            conn.execute(sa.text("CREATE SCHEMA my_schema"))
+            conn.execute(
+                sa.text(
+                    "CREATE TABLE my_schema.test_table (id INTEGER PRIMARY KEY, name STRING)",  # noqa: E501
+                )
+            )
+        entries = connector.discover_catalog_entries(
+            exclude_schemas=exclude_schemas,
+            reflect_indices=False,
+        )
+        assert len(entries) == expected_streams
+
 
 def test_adapter_without_json_serde():
     registry.register(
@@ -702,3 +730,58 @@ def test_singer_decimal(self):
         jsonschema_type = {"type": ["string"], "format": "singer.decimal"}
         result = json_schema_to_sql.to_sql_type(jsonschema_type)
         assert isinstance(result, sa.types.DECIMAL)
+
+    def test_annotation_sql_datatype(self):
+        json_schema_to_sql = JSONSchemaToSQL()
+        json_schema_to_sql.register_sql_datatype_handler("json", sa.types.JSON)
+        jsonschema_type = {"type": ["string"], "x-sql-datatype": "json"}
+        result = json_schema_to_sql.to_sql_type(jsonschema_type)
+        assert isinstance(result, sa.types.JSON)
+
+        unknown_type = {"type": ["string"], "x-sql-datatype": "unknown"}
+        with pytest.warns(
+            UserWarning,
+            match="This target does not support the x-sql-datatype",
+        ):
+            result = json_schema_to_sql.to_sql_type(unknown_type)
+
+        assert isinstance(result, sa.types.VARCHAR)
+
+
+def test_bench_discovery(benchmark, tmp_path: Path):
+    def _discover_catalog(connector):
+        connector.discover_catalog_entries()
+
+    number_of_tables = 250
+    number_of_views = 250
+    number_of_columns = 10
+    db_path = tmp_path / "foo.db"
+    engine = sa.create_engine(f"sqlite:///{db_path}")
+
+    columns_fragment = ",".join(f"col_{i} VARCHAR" for i in range(number_of_columns))
+
+    # Seed a large number of tables
+    table_ddl = f"""
+    CREATE TABLE table_{{n}} (
+        id INTEGER NOT NULL,
+        {columns_fragment},
+        PRIMARY KEY (id)
+    );
+    """
+
+    # Seed a large number of views
+    view_ddl = """
+    CREATE VIEW view_{n} AS
+        SELECT * FROM table_{n};
+    """
+
+    with engine.connect() as conn:
+        for i in range(number_of_tables):
+            conn.execute(sa.text(table_ddl.format(n=i)))
+
+        for i in range(number_of_views):
+            conn.execute(sa.text(view_ddl.format(n=i)))
+
+    connector = SQLConnector(config={"sqlalchemy_url": f"sqlite:///{db_path}"})
+
+    benchmark(_discover_catalog, connector)
diff --git a/tests/core/test_jsonschema_helpers.py b/tests/core/test_jsonschema_helpers.py
index 0e3d9bc49..dbaf89a66 100644
--- a/tests/core/test_jsonschema_helpers.py
+++ b/tests/core/test_jsonschema_helpers.py
@@ -495,12 +495,14 @@ def test_inbuilt_type(json_type: JSONTypeHelper, expected_json_schema: dict):
                 IntegerType,
                 allowed_values=[1, 2, 3, 4, 5, 6, 7, 8, 9],
                 examples=[1, 2, 3],
+                deprecated=True,
             ),
             {
                 "my_prop9": {
                     "type": ["integer", "null"],
                     "enum": [1, 2, 3, 4, 5, 6, 7, 8, 9],
                     "examples": [1, 2, 3],
+                    "deprecated": True,
                 },
             },
             {is_integer_type},
@@ -606,13 +608,13 @@ def test_property_creation(
         property_name = next(iter(property_dict.keys()))
         property_node = property_dict[property_name]
         if check_fn in type_fn_checks_true:
-            assert (
-                check_fn(property_node) is True
-            ), f"{check_fn.__name__} was not True for {property_dict!r}"
+            assert check_fn(property_node) is True, (
+                f"{check_fn.__name__} was not True for {property_dict!r}"
+            )
         else:
-            assert (
-                check_fn(property_node) is False
-            ), f"{check_fn.__name__} was not False for {property_dict!r}"
+            assert check_fn(property_node) is False, (
+                f"{check_fn.__name__} was not False for {property_dict!r}"
+            )
 
 
 def test_wrapped_type_dict():
diff --git a/tests/core/test_mapper.py b/tests/core/test_mapper.py
index 0ade78823..192fc2718 100644
--- a/tests/core/test_mapper.py
+++ b/tests/core/test_mapper.py
@@ -704,6 +704,7 @@ def discover_streams(self):
             {
                 "mystream": {
                     "email_hash": "md5(email)",
+                    "email_hash_sha256": "sha256(email)",
                     "fixed_count": "int(count-1)",
                     "__else__": None,
                 },
diff --git a/tests/core/test_parent_child.py b/tests/core/test_parent_child.py
index 8b9ad2a16..e97e05df6 100644
--- a/tests/core/test_parent_child.py
+++ b/tests/core/test_parent_child.py
@@ -104,19 +104,19 @@ def test_parent_context_fields_in_child(tap: MyTap):
     messages = _get_messages(tap)
 
     # Parent schema is emitted
-    assert messages[1]
-    assert messages[1]["type"] == SingerMessageType.SCHEMA
-    assert messages[1]["stream"] == parent_stream.name
-    assert messages[1]["schema"] == parent_stream.schema
+    assert messages[0]
+    assert messages[0]["type"] == SingerMessageType.SCHEMA
+    assert messages[0]["stream"] == parent_stream.name
+    assert messages[0]["schema"] == parent_stream.schema
 
     # Child schema is emitted
-    assert messages[2]
-    assert messages[2]["type"] == SingerMessageType.SCHEMA
-    assert messages[2]["stream"] == child_stream.name
-    assert messages[2]["schema"] == child_stream.schema
+    assert messages[1]
+    assert messages[1]["type"] == SingerMessageType.SCHEMA
+    assert messages[1]["stream"] == child_stream.name
+    assert messages[1]["schema"] == child_stream.schema
 
     # Child records are emitted
-    child_record_messages = messages[3:6]
+    child_record_messages = messages[2:5]
     assert child_record_messages
     assert all(msg["type"] == SingerMessageType.RECORD for msg in child_record_messages)
     assert all(msg["stream"] == child_stream.name for msg in child_record_messages)
@@ -156,13 +156,13 @@ def test_child_deselected_parent(tap_with_deselected_parent: MyTap):
     messages = _get_messages(tap_with_deselected_parent)
 
     # First message is a schema for the child stream, not the parent
-    assert messages[1]
-    assert messages[1]["type"] == SingerMessageType.SCHEMA
-    assert messages[1]["stream"] == child_stream.name
-    assert messages[1]["schema"] == child_stream.schema
+    assert messages[0]
+    assert messages[0]["type"] == SingerMessageType.SCHEMA
+    assert messages[0]["stream"] == child_stream.name
+    assert messages[0]["schema"] == child_stream.schema
 
     # Child records are emitted
-    child_record_messages = messages[2:5]
+    child_record_messages = messages[1:4]
     assert child_record_messages
     assert all(msg["type"] == SingerMessageType.RECORD for msg in child_record_messages)
     assert all(msg["stream"] == child_stream.name for msg in child_record_messages)
@@ -237,30 +237,30 @@ def discover_streams(self):
     messages = _get_messages(tap)
 
     # Parent schema is emitted
-    assert messages[1]
-    assert messages[1]["type"] == SingerMessageType.SCHEMA
-    assert messages[1]["stream"] == parent_stream.name
-    assert messages[1]["schema"] == parent_stream.schema
+    assert messages[0]
+    assert messages[0]["type"] == SingerMessageType.SCHEMA
+    assert messages[0]["stream"] == parent_stream.name
+    assert messages[0]["schema"] == parent_stream.schema
 
     # Child schemas are emitted
-    schema_messages = messages[2:9:3]
+    schema_messages = messages[1:8:3]
     assert schema_messages
     assert all(msg["type"] == SingerMessageType.SCHEMA for msg in schema_messages)
     assert all(msg["stream"] == child_stream.name for msg in schema_messages)
     assert all(msg["schema"] == child_stream.schema for msg in schema_messages)
 
     # Child records are emitted
-    child_record_messages = messages[3:10:3]
+    child_record_messages = messages[2:9:3]
     assert child_record_messages
     assert all(msg["type"] == SingerMessageType.RECORD for msg in child_record_messages)
     assert all(msg["stream"] == child_stream.name for msg in child_record_messages)
     assert all("pid" in msg["record"] for msg in child_record_messages)
 
     # State messages are emitted
-    state_messages = messages[4:11:3]
+    state_messages = messages[3:10:3]
     assert state_messages
     assert all(msg["type"] == SingerMessageType.STATE for msg in state_messages)
 
     # Parent record is emitted
-    assert messages[11]
-    assert messages[11]["type"] == SingerMessageType.RECORD
+    assert messages[10]
+    assert messages[10]["type"] == SingerMessageType.RECORD
diff --git a/tests/core/test_plugin_base.py b/tests/core/test_plugin_base.py
index 04b6a1665..7f47435cd 100644
--- a/tests/core/test_plugin_base.py
+++ b/tests/core/test_plugin_base.py
@@ -1,10 +1,15 @@
 from __future__ import annotations
 
+import typing as t
+
 import pytest
 
 from singer_sdk.plugin_base import SDK_PACKAGE_NAME, MapperNotInitialized, PluginBase
 from singer_sdk.typing import IntegerType, PropertiesList, Property, StringType
 
+if t.TYPE_CHECKING:
+    from pathlib import Path
+
 
 class PluginTest(PluginBase):
     """Example Plugin for tests."""
@@ -16,6 +21,24 @@ class PluginTest(PluginBase):
     ).to_dict()
 
 
+def test_config_path(tmp_path: Path):
+    """Test that the config path is correctly set."""
+    config_json = '{"prop1": "hello", "prop2": 123}'
+    config_path = tmp_path / "config.json"
+    config_path.write_text(config_json)
+
+    with pytest.deprecated_call():
+        plugin = PluginTest(config=config_path)
+
+    assert plugin.config == {"prop1": "hello", "prop2": 123}
+
+
+def test_invalid_config_type():
+    """Test that invalid config types raise an error."""
+    with pytest.raises(TypeError, match="Error parsing config of type 'tuple'"):
+        PluginTest(config=(("prop1", "hello"), ("prop2", 123)))
+
+
 def test_get_env_var_config(monkeypatch: pytest.MonkeyPatch):
     """Test settings parsing from environment variables."""
     monkeypatch.delenv("PLUGIN_TEST_PROP1", raising=False)
diff --git a/tests/core/test_sql_typing.py b/tests/core/test_sql_typing.py
index 8b6ff1a96..de1f0eeff 100644
--- a/tests/core/test_sql_typing.py
+++ b/tests/core/test_sql_typing.py
@@ -49,7 +49,7 @@ def test_convert_jsonschema_type_to_sql_type(
     jsonschema_type: dict,
     sql_type: sa.types.TypeEngine,
 ):
-    with pytest.warns(DeprecationWarning):
+    with pytest.warns(DeprecationWarning, match="Use `JSONSchemaToSQL` instead"):
         result = th.to_sql_type(jsonschema_type)
     assert isinstance(result, sql_type.__class__)
     assert str(result) == str(sql_type)
@@ -71,7 +71,7 @@ def test_convert_sql_type_to_jsonschema_type(
     sql_type: sa.types.TypeEngine,
     is_of_jsonschema_type: dict,
 ):
-    with pytest.warns(DeprecationWarning):
+    with pytest.warns(DeprecationWarning, match="Use `SQLToJSONSchema` instead"):
         result = th.to_jsonschema_type(sql_type)
 
     assert result == is_of_jsonschema_type
diff --git a/tests/core/test_state_handling.py b/tests/core/test_state_handling.py
index 85fd4812f..9fa44c37d 100644
--- a/tests/core/test_state_handling.py
+++ b/tests/core/test_state_handling.py
@@ -151,9 +151,9 @@ def test_null_replication_value(caplog):
             check_sorted=check_sorted,
         )
 
-    assert (
-        stream_state["replication_key_value"] == "2021-05-17T20:41:16Z"
-    ), "State should not be updated."
+    assert stream_state["replication_key_value"] == "2021-05-17T20:41:16Z", (
+        "State should not be updated."
+    )
     assert caplog.records[0].levelname == "WARNING"
     assert "is null" in caplog.records[0].message
 
diff --git a/tests/core/test_streams.py b/tests/core/test_streams.py
index 562621a5f..8b595ac0d 100644
--- a/tests/core/test_streams.py
+++ b/tests/core/test_streams.py
@@ -10,12 +10,15 @@
 
 import pytest
 import requests
+import requests_mock.adapter as requests_mock_adapter
 
 from singer_sdk._singerlib import Catalog, MetadataMapping
 from singer_sdk.exceptions import (
+    FatalAPIError,
     InvalidReplicationKeyException,
 )
 from singer_sdk.helpers._classproperty import classproperty
+from singer_sdk.helpers._compat import SingerSDKDeprecationWarning
 from singer_sdk.helpers._compat import datetime_fromisoformat as parse
 from singer_sdk.helpers.jsonpath import _compile_jsonpath
 from singer_sdk.streams.core import REPLICATION_FULL_TABLE, REPLICATION_INCREMENTAL
@@ -569,6 +572,52 @@ def prepare_request_payload(self, context, next_page_token):  # noqa: ARG002
     ]
 
 
+def test_mutate_http_method(tap: Tap, requests_mock: requests_mock.Mocker):
+    """Test HTTP method can be overridden."""
+
+    def callback(request: requests.PreparedRequest, context: requests_mock.Context):
+        if request.method == "POST":
+            return {
+                "data": [
+                    {"id": 1, "value": "abc"},
+                    {"id": 2, "value": "def"},
+                ]
+            }
+
+        # Method not allowed
+        context.status_code = 405
+        context.reason = "Method Not Allowed"
+        return {"error": "Check your method"}
+
+    class PostStream(RestTestStream):
+        records_jsonpath = "$.data[*]"
+        path = "/endpoint"
+
+    stream = PostStream(tap, http_method="PUT")
+    requests_mock.request(
+        requests_mock_adapter.ANY,
+        url="https://example.com/endpoint",
+        json=callback,
+    )
+
+    with pytest.raises(FatalAPIError, match="Method Not Allowed"):
+        list(stream.request_records(None))
+
+    with pytest.warns(SingerSDKDeprecationWarning):
+        stream.rest_method = "GET"
+
+    with pytest.raises(FatalAPIError, match="Method Not Allowed"):
+        list(stream.request_records(None))
+
+    stream.http_method = "POST"
+
+    records = list(stream.request_records(None))
+    assert records == [
+        {"id": 1, "value": "abc"},
+        {"id": 2, "value": "def"},
+    ]
+
+
 def test_parse_response(tap: Tap):
     content = """[
         {"id": 1, "value": 3.14159},
diff --git a/tests/core/test_testing.py b/tests/core/test_testing.py
index 28f792ef3..9a63a172e 100644
--- a/tests/core/test_testing.py
+++ b/tests/core/test_testing.py
@@ -18,7 +18,7 @@ def test_module_deprecations():
 
     with pytest.raises(
         AttributeError,
-        match="module singer_sdk.testing has no attribute",
+        match="module singer_sdk\\.testing has no attribute",
     ):
         testing.foo  # noqa: B018
 
diff --git a/tests/external/test_tap_gitlab.py b/tests/external/test_tap_gitlab.py
index 19be732ac..543e96e47 100644
--- a/tests/external/test_tap_gitlab.py
+++ b/tests/external/test_tap_gitlab.py
@@ -49,13 +49,13 @@ def test_gitlab_replication_keys(gitlab_config: dict | None):
         f"Incorrect 'replication_key' in catalog: ({key_props_2})\n\n"
         f"Catalog entry was: {catalog_entry}"
     )
-    assert tap.streams[
-        stream_name
-    ].is_timestamp_replication_key, "Failed to detect `is_timestamp_replication_key`"
+    assert tap.streams[stream_name].is_timestamp_replication_key, (
+        "Failed to detect `is_timestamp_replication_key`"
+    )
 
-    assert tap.streams[
-        "commits"
-    ].is_timestamp_replication_key, "Failed to detect `is_timestamp_replication_key`"
+    assert tap.streams["commits"].is_timestamp_replication_key, (
+        "Failed to detect `is_timestamp_replication_key`"
+    )
 
 
 def test_gitlab_sync_epic_issues(gitlab_config: dict | None):
diff --git a/tests/samples/conftest.py b/tests/samples/conftest.py
index 6580c0d0c..1202dc688 100644
--- a/tests/samples/conftest.py
+++ b/tests/samples/conftest.py
@@ -15,11 +15,11 @@
 @pytest.fixture
 def csv_config(outdir: str) -> dict:
     """Get configuration dictionary for target-csv."""
-    return {"target_folder": outdir}
+    return {"target_folder": outdir, "add_record_metadata": False}
 
 
 @pytest.fixture
-def _sqlite_sample_db(sqlite_connector):
+def sqlite_sample_db(sqlite_connector: SQLiteConnector):
     """Return a path to a newly constructed sample DB."""
     with sqlite_connector._connect() as conn, conn.begin():
         for t in range(3):
@@ -72,12 +72,12 @@ def sqlite_sample_db_catalog(sqlite_sample_db_config) -> Catalog:
 
 @pytest.fixture
 def sqlite_sample_tap(
-    _sqlite_sample_db,
+    sqlite_sample_db,
     sqlite_sample_db_config,
     sqlite_sample_db_state,
     sqlite_sample_db_catalog,
 ) -> SQLiteTap:
-    _ = _sqlite_sample_db
+    _ = sqlite_sample_db
     return SQLiteTap(
         config=sqlite_sample_db_config,
         catalog=sqlite_sample_db_catalog.to_dict(),
diff --git a/tests/samples/test_tap_countries.py b/tests/samples/test_tap_countries.py
index 5730eed96..aa2fb777f 100644
--- a/tests/samples/test_tap_countries.py
+++ b/tests/samples/test_tap_countries.py
@@ -140,7 +140,7 @@ def tally_messages(messages: list) -> t.Counter:
     assert counter["SCHEMA", "countries"] == 1
     assert counter["BATCH", "countries"] == 1
 
-    assert counter["STATE",] == 3
+    assert counter["STATE",] == 2
 
 
 @pytest.mark.snapshot
diff --git a/tests/samples/test_tap_csv.py b/tests/samples/test_tap_csv.py
index 217022f2a..2d387dee8 100644
--- a/tests/samples/test_tap_csv.py
+++ b/tests/samples/test_tap_csv.py
@@ -87,7 +87,10 @@ def test_tap_stream_transformed_catalog_schema_matches_record(
         runner: TapTestRunner,
         stream: CSVStream,
     ):
-        with pytest.warns(UserWarning):
+        with pytest.warns(
+            UserWarning,
+            match="Fields in transformed catalog but not in records",
+        ):
             super().test_tap_stream_transformed_catalog_schema_matches_record(
                 config,
                 resource,
@@ -102,5 +105,8 @@ def test_tap_stream_returns_record(
         runner: TapTestRunner,
         stream: CSVStream,
     ):
-        with pytest.warns(UserWarning):
+        with pytest.warns(
+            UserWarning,
+            match="No records returned in stream",
+        ):
             super().test_tap_stream_returns_record(config, resource, runner, stream)
diff --git a/tests/samples/test_target_sqlite.py b/tests/samples/test_target_sqlite.py
index 4f6d54e60..c690d1714 100644
--- a/tests/samples/test_target_sqlite.py
+++ b/tests/samples/test_target_sqlite.py
@@ -30,6 +30,23 @@
     from singer_sdk.target_base import SQLTarget
 
 
+def get_table(config: dict, table_name: str) -> sa.Table:
+    """Get SQLAlchemy metadata and table for inspection.
+
+    Args:
+        config: Target configuration dictionary containing database path
+        table_name: Name of the table to inspect
+
+    Returns:
+        Tuple of (metadata, table)
+    """
+    db_path = config["path_to_db"]
+    engine = sa.create_engine(f"sqlite:///{db_path}")
+    meta = sa.MetaData()
+    meta.reflect(bind=engine)
+    return meta.tables[table_name]
+
+
 @pytest.fixture
 def path_to_target_db(tmp_path: Path) -> Path:
     return Path(f"{tmp_path}/target_test.db")
@@ -50,7 +67,32 @@ def sqlite_sample_target(sqlite_target_test_config):
 @pytest.fixture
 def sqlite_sample_target_hard_delete(sqlite_target_test_config):
     """Get a sample target object with hard_delete disabled."""
-    return SQLiteTarget(config={**sqlite_target_test_config, "hard_delete": True})
+    return SQLiteTarget(
+        config={
+            **sqlite_target_test_config,
+            "hard_delete": True,
+            "add_record_metadata": False,
+        }
+    )
+
+
+@pytest.fixture
+def sqlite_sample_target_no_activate_version(sqlite_target_test_config):
+    """Get a sample target object with hard_delete disabled."""
+    return SQLiteTarget(
+        config={
+            **sqlite_target_test_config,
+            "process_activate_version_messages": False,
+        }
+    )
+
+
+@pytest.fixture
+def sqlite_target_add_record_metadata(sqlite_target_test_config):
+    """Get a sample target object with add_record_metadata enabled."""
+    return SQLiteTarget(
+        config={**sqlite_target_test_config, "add_record_metadata": True}
+    )
 
 
 @pytest.fixture
@@ -79,6 +121,7 @@ def test_sync_sqlite_to_sqlite(
     - Confirm the STDOUT from the original sample DB matches with the
       STDOUT from the re-tapped target DB.
     """
+    initial_state = deepcopy(sqlite_sample_tap.state)
     orig_stdout, _, _, _ = tap_to_target_sync_test(
         sqlite_sample_tap,
         sqlite_sample_target,
@@ -87,6 +130,7 @@ def test_sync_sqlite_to_sqlite(
     tapped_config = dict(sqlite_sample_target.config)
     tapped_target = SQLiteTap(
         config=tapped_config,
+        state=initial_state,
         catalog=sqlite_sample_db_catalog.to_dict(),
     )
     new_stdout, _ = tap_sync_test(tapped_target)
@@ -96,6 +140,8 @@ def test_sync_sqlite_to_sqlite(
     new_lines = new_stdout.readlines()
     assert len(orig_lines) > 0, "Orig tap output should not be empty."
     assert len(new_lines) > 0, "(Re-)tapped target output should not be empty."
+    assert orig_lines[0] == new_lines[0]
+    assert "STATE" in new_lines[0]
     assert len(orig_lines) == len(new_lines)
 
     line_num = 0
@@ -116,9 +162,9 @@ def test_sync_sqlite_to_sqlite(
             msg = f"Could not parse JSON in new line {line_num}: {new_out}"
             raise RuntimeError(msg) from e
 
-        assert (
-            tapped_json["type"] == orig_json["type"]
-        ), f"Mismatched message type on line {line_num}."
+        assert tapped_json["type"] == orig_json["type"], (
+            f"Mismatched message type on line {line_num}."
+        )
         if tapped_json["type"] == "SCHEMA":
             assert (
                 tapped_json["schema"]["properties"].keys()
@@ -268,6 +314,108 @@ def test_sqlite_activate_version(
         finalize=True,
     )
 
+    # Check that the record metadata was added
+    table = get_table(sqlite_sample_target_hard_delete.config, test_tbl)
+
+    assert "_sdc_table_version" in table.columns
+    assert type(table.columns["_sdc_table_version"].type) is sa.INTEGER
+
+    assert "_sdc_deleted_at" in table.columns
+    assert type(table.columns["_sdc_deleted_at"].type) is sa.DATETIME
+
+
+def test_sqlite_no_activate_version(
+    sqlite_sample_target_no_activate_version: SQLTarget,
+):
+    """Test handling the activate_version message for the SQLite target.
+
+    Test performs the following actions:
+
+    - Sends an activate_version message for a table that doesn't exist (which should
+      have no effect)
+    """
+    test_tbl = f"zzz_tmp_{str(uuid4()).split('-')[-1]}"
+    schema_msg = {
+        "type": "SCHEMA",
+        "stream": test_tbl,
+        "schema": th.PropertiesList(th.Property("col_a", th.StringType())).to_dict(),
+    }
+
+    tap_output = "\n".join(
+        json.dumps(msg)
+        for msg in [
+            schema_msg,
+            {"type": "ACTIVATE_VERSION", "stream": test_tbl, "version": 12345},
+            {
+                "type": "RECORD",
+                "stream": test_tbl,
+                "record": {"col_a": "samplerow1"},
+                "version": 12345,
+            },
+        ]
+    )
+
+    target_sync_test(
+        sqlite_sample_target_no_activate_version,
+        input=StringIO(tap_output),
+        finalize=True,
+    )
+
+    # Check that the record metadata was added
+    table = get_table(sqlite_sample_target_no_activate_version.config, test_tbl)
+
+    assert "col_a" in table.columns
+    assert "_sdc_table_version" not in table.columns
+    assert "_sdc_deleted_at" not in table.columns
+
+
+def test_sqlite_add_record_metadata(sqlite_target_add_record_metadata: SQLTarget):
+    """Test handling the activate_version message for the SQLite target.
+
+    Test performs the following actions:
+
+    - Sends an activate_version message for a table that doesn't exist (which should
+      have no effect)
+    """
+    test_tbl = f"zzz_tmp_{str(uuid4()).split('-')[-1]}"
+    schema_msg = {
+        "type": "SCHEMA",
+        "stream": test_tbl,
+        "schema": th.PropertiesList(th.Property("col_a", th.StringType())).to_dict(),
+    }
+
+    tap_output = "\n".join(
+        json.dumps(msg)
+        for msg in [
+            schema_msg,
+            {"type": "ACTIVATE_VERSION", "stream": test_tbl, "version": 12345},
+            {
+                "type": "RECORD",
+                "stream": test_tbl,
+                "record": {"col_a": "samplerow1"},
+                "version": 12345,
+            },
+        ]
+    )
+
+    target_sync_test(
+        sqlite_target_add_record_metadata,
+        input=StringIO(tap_output),
+        finalize=True,
+    )
+
+    # Check that the record metadata was added
+    table = get_table(sqlite_target_add_record_metadata.config, test_tbl)
+
+    assert "_sdc_received_at" in table.columns
+    assert type(table.columns["_sdc_received_at"].type) is sa.DATETIME
+
+    assert "_sdc_sync_started_at" in table.columns
+    assert type(table.columns["_sdc_sync_started_at"].type) is sa.INTEGER
+
+    assert "_sdc_table_version" in table.columns
+    assert type(table.columns["_sdc_table_version"].type) is sa.INTEGER
+
 
 def test_sqlite_column_morph(sqlite_sample_target: SQLTarget):
     """End-to-end-to-end test for SQLite tap and target.
@@ -502,12 +650,7 @@ def test_record_with_missing_properties(
                 },
             },
             [],
-            dedent(
-                """\
-                INSERT INTO test_stream
-                (id, name, "table")
-                VALUES (:id, :name, :table)""",
-            ),
+            'INSERT INTO test_stream (id, name, "table") VALUES (:id, :name, :table)',
         ),
     ],
     ids=[
@@ -532,7 +675,7 @@ def test_sqlite_generate_insert_statement(
         sink.full_table_name,
         sink.schema,
     )
-    assert dml == expected_dml
+    assert str(dml) == expected_dml
 
 
 def test_hostile_to_sqlite(
diff --git a/tests/snapshots/mapped_stream/aliased_stream.jsonl b/tests/snapshots/mapped_stream/aliased_stream.jsonl
index 94f0a6b5b..92b56673e 100644
--- a/tests/snapshots/mapped_stream/aliased_stream.jsonl
+++ b/tests/snapshots/mapped_stream/aliased_stream.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"aliased_stream","schema":{"properties":{"email":{"type":["string"]},"count":{"type":["integer","null"]},"user":{"properties":{"id":{"type":["integer","null"]},"sub":{"properties":{"num":{"type":["integer","null"]},"custom_obj":{"type":["string","null"]}},"type":["object","null"]},"some_numbers":{"items":{"type":["number"]},"type":["array","null"]}},"type":["object","null"]},"joined_at":{"format":"date-time","type":["string","null"]}},"type":"object","required":["email"],"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"RECORD","stream":"aliased_stream","record":{"email":"alice@example.com","count":21,"user":{"id":1,"sub":{"num":1,"custom_obj":"obj-hello"},"some_numbers":[3.14,2.718]},"joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"aliased_stream","record":{"email":"bob@example.com","count":13,"user":{"id":2,"sub":{"num":2,"custom_obj":"obj-world"},"some_numbers":[10.32,1.618]},"joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/aliased_stream_batch.jsonl b/tests/snapshots/mapped_stream/aliased_stream_batch.jsonl
index 8aac11990..15daa566a 100644
--- a/tests/snapshots/mapped_stream/aliased_stream_batch.jsonl
+++ b/tests/snapshots/mapped_stream/aliased_stream_batch.jsonl
@@ -1,5 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"aliased_stream","schema":{"properties":{"email":{"type":["string"]},"count":{"type":["integer","null"]},"user":{"properties":{"id":{"type":["integer","null"]},"sub":{"properties":{"num":{"type":["integer","null"]},"custom_obj":{"type":["string","null"]}},"type":["object","null"]},"some_numbers":{"items":{"type":["number"]},"type":["array","null"]}},"type":["object","null"]},"joined_at":{"format":"date-time","type":["string","null"]}},"type":"object","required":["email"],"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"BATCH","stream":"aliased_stream","encoding":{"format":"jsonl","compression":"gzip"},"manifest":["file:///tmp/stream.json.gz"]}
-{"type":"STATE","value":{}}
 {"type":"STATE","value":{"bookmarks":{"mystream":{}}}}
diff --git a/tests/snapshots/mapped_stream/aliased_stream_not_expr.jsonl b/tests/snapshots/mapped_stream/aliased_stream_not_expr.jsonl
index 5a96a8c5e..d46314431 100644
--- a/tests/snapshots/mapped_stream/aliased_stream_not_expr.jsonl
+++ b/tests/snapshots/mapped_stream/aliased_stream_not_expr.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"aliased.stream","schema":{"properties":{"email":{"type":["string"]},"count":{"type":["integer","null"]},"user":{"properties":{"id":{"type":["integer","null"]},"sub":{"properties":{"num":{"type":["integer","null"]},"custom_obj":{"type":["string","null"]}},"type":["object","null"]},"some_numbers":{"items":{"type":["number"]},"type":["array","null"]}},"type":["object","null"]},"joined_at":{"format":"date-time","type":["string","null"]}},"type":"object","required":["email"],"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"RECORD","stream":"aliased.stream","record":{"email":"alice@example.com","count":21,"user":{"id":1,"sub":{"num":1,"custom_obj":"obj-hello"},"some_numbers":[3.14,2.718]},"joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"aliased.stream","record":{"email":"bob@example.com","count":13,"user":{"id":2,"sub":{"num":2,"custom_obj":"obj-world"},"some_numbers":[10.32,1.618]},"joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/aliased_stream_quoted.jsonl b/tests/snapshots/mapped_stream/aliased_stream_quoted.jsonl
index 5855671d3..9c5a63adc 100644
--- a/tests/snapshots/mapped_stream/aliased_stream_quoted.jsonl
+++ b/tests/snapshots/mapped_stream/aliased_stream_quoted.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"__stream_name__","schema":{"properties":{"email":{"type":["string"]},"count":{"type":["integer","null"]},"user":{"properties":{"id":{"type":["integer","null"]},"sub":{"properties":{"num":{"type":["integer","null"]},"custom_obj":{"type":["string","null"]}},"type":["object","null"]},"some_numbers":{"items":{"type":["number"]},"type":["array","null"]}},"type":["object","null"]},"joined_at":{"format":"date-time","type":["string","null"]}},"type":"object","required":["email"],"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"RECORD","stream":"__stream_name__","record":{"email":"alice@example.com","count":21,"user":{"id":1,"sub":{"num":1,"custom_obj":"obj-hello"},"some_numbers":[3.14,2.718]},"joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"__stream_name__","record":{"email":"bob@example.com","count":13,"user":{"id":2,"sub":{"num":2,"custom_obj":"obj-world"},"some_numbers":[10.32,1.618]},"joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/builtin_variable_self.jsonl b/tests/snapshots/mapped_stream/builtin_variable_self.jsonl
index 3338fa72e..584fd84b3 100644
--- a/tests/snapshots/mapped_stream/builtin_variable_self.jsonl
+++ b/tests/snapshots/mapped_stream/builtin_variable_self.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"mystream","schema":{"type":"object","properties":{"email":{"type":["string","null"]}},"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"RECORD","stream":"mystream","record":{"email":"ALICE@EXAMPLE.COM"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"mystream","record":{"email":"BOB@EXAMPLE.COM"},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/builtin_variable_stream_name.jsonl b/tests/snapshots/mapped_stream/builtin_variable_stream_name.jsonl
index ec27eb117..9121fa51a 100644
--- a/tests/snapshots/mapped_stream/builtin_variable_stream_name.jsonl
+++ b/tests/snapshots/mapped_stream/builtin_variable_stream_name.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"mystream","schema":{"properties":{"email":{"type":["string"]},"count":{"type":["integer","null"]},"user":{"properties":{"id":{"type":["integer","null"]},"sub":{"properties":{"num":{"type":["integer","null"]},"custom_obj":{"type":["string","null"]}},"type":["object","null"]},"some_numbers":{"items":{"type":["number"]},"type":["array","null"]}},"type":["object","null"]},"joined_at":{"format":"date-time","type":["string","null"]},"source_table":{"type":["string","null"]}},"type":"object","required":["email"],"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"RECORD","stream":"mystream","record":{"email":"alice@example.com","count":21,"user":{"id":1,"sub":{"num":1,"custom_obj":"obj-hello"},"some_numbers":[3.14,2.718]},"joined_at":"2022-01-01T00:00:00Z","source_table":"mystream"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"mystream","record":{"email":"bob@example.com","count":13,"user":{"id":2,"sub":{"num":2,"custom_obj":"obj-world"},"some_numbers":[10.32,1.618]},"joined_at":"2022-01-01T00:00:00Z","source_table":"mystream"},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/builtin_variable_stream_name_alias.jsonl b/tests/snapshots/mapped_stream/builtin_variable_stream_name_alias.jsonl
index ee253c34d..f979eff04 100644
--- a/tests/snapshots/mapped_stream/builtin_variable_stream_name_alias.jsonl
+++ b/tests/snapshots/mapped_stream/builtin_variable_stream_name_alias.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"aliased_mystream","schema":{"properties":{"email":{"type":["string"]},"count":{"type":["integer","null"]},"user":{"properties":{"id":{"type":["integer","null"]},"sub":{"properties":{"num":{"type":["integer","null"]},"custom_obj":{"type":["string","null"]}},"type":["object","null"]},"some_numbers":{"items":{"type":["number"]},"type":["array","null"]}},"type":["object","null"]},"joined_at":{"format":"date-time","type":["string","null"]}},"type":"object","required":["email"],"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"RECORD","stream":"aliased_mystream","record":{"email":"alice@example.com","count":21,"user":{"id":1,"sub":{"num":1,"custom_obj":"obj-hello"},"some_numbers":[3.14,2.718]},"joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"aliased_mystream","record":{"email":"bob@example.com","count":13,"user":{"id":2,"sub":{"num":2,"custom_obj":"obj-world"},"some_numbers":[10.32,1.618]},"joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/builtin_variable_stream_name_alias_expr.jsonl b/tests/snapshots/mapped_stream/builtin_variable_stream_name_alias_expr.jsonl
index 9b54b4c83..c21bd5850 100644
--- a/tests/snapshots/mapped_stream/builtin_variable_stream_name_alias_expr.jsonl
+++ b/tests/snapshots/mapped_stream/builtin_variable_stream_name_alias_expr.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"MYSTREAM","schema":{"properties":{"email":{"type":["string"]},"count":{"type":["integer","null"]},"user":{"properties":{"id":{"type":["integer","null"]},"sub":{"properties":{"num":{"type":["integer","null"]},"custom_obj":{"type":["string","null"]}},"type":["object","null"]},"some_numbers":{"items":{"type":["number"]},"type":["array","null"]}},"type":["object","null"]},"joined_at":{"format":"date-time","type":["string","null"]}},"type":"object","required":["email"],"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"RECORD","stream":"MYSTREAM","record":{"email":"alice@example.com","count":21,"user":{"id":1,"sub":{"num":1,"custom_obj":"obj-hello"},"some_numbers":[3.14,2.718]},"joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"MYSTREAM","record":{"email":"bob@example.com","count":13,"user":{"id":2,"sub":{"num":2,"custom_obj":"obj-world"},"some_numbers":[10.32,1.618]},"joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/builtin_variable_underscore.jsonl b/tests/snapshots/mapped_stream/builtin_variable_underscore.jsonl
index 3338fa72e..584fd84b3 100644
--- a/tests/snapshots/mapped_stream/builtin_variable_underscore.jsonl
+++ b/tests/snapshots/mapped_stream/builtin_variable_underscore.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"mystream","schema":{"type":"object","properties":{"email":{"type":["string","null"]}},"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"RECORD","stream":"mystream","record":{"email":"ALICE@EXAMPLE.COM"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"mystream","record":{"email":"BOB@EXAMPLE.COM"},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/changed_key_properties.jsonl b/tests/snapshots/mapped_stream/changed_key_properties.jsonl
index eb5b9491f..735c6b063 100644
--- a/tests/snapshots/mapped_stream/changed_key_properties.jsonl
+++ b/tests/snapshots/mapped_stream/changed_key_properties.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"mystream","schema":{"type":"object","properties":{"email_hash":{"type":["string","null"]}},"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":["email_hash"]}
 {"type":"RECORD","stream":"mystream","record":{"email_hash":"c160f8cc69a4f0bf2b0362752353d060"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"mystream","record":{"email_hash":"4b9bb80620f03eb3719e0a061c14283d"},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/dates.jsonl b/tests/snapshots/mapped_stream/dates.jsonl
index f022c8c60..3477ab307 100644
--- a/tests/snapshots/mapped_stream/dates.jsonl
+++ b/tests/snapshots/mapped_stream/dates.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"mystream","schema":{"properties":{"email":{"type":["string"]},"count":{"type":["integer","null"]},"user":{"properties":{"id":{"type":["integer","null"]},"sub":{"properties":{"num":{"type":["integer","null"]},"custom_obj":{"type":["string","null"]}},"type":["object","null"]},"some_numbers":{"items":{"type":["number"]},"type":["array","null"]}},"type":["object","null"]},"joined_at":{"format":"date-time","type":["string","null"]},"joined_date":{"type":["string","null"],"format":"date"},"joined_timestamp":{"type":["number","null"]},"some_datetime":{"type":["string","null"],"format":"date-time"}},"type":"object","required":["email"],"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"RECORD","stream":"mystream","record":{"email":"alice@example.com","count":21,"user":{"id":1,"sub":{"num":1,"custom_obj":"obj-hello"},"some_numbers":[3.14,2.718]},"joined_at":"2022-01-01T00:00:00Z","joined_date":"2022-01-01","joined_timestamp":1640995200.0,"some_datetime":"2024-10-10T10:10:10+00:00"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"mystream","record":{"email":"bob@example.com","count":13,"user":{"id":2,"sub":{"num":2,"custom_obj":"obj-world"},"some_numbers":[10.32,1.618]},"joined_at":"2022-01-01T00:00:00Z","joined_date":"2022-01-01","joined_timestamp":1640995200.0,"some_datetime":"2024-10-10T10:10:10+00:00"},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/drop_property.jsonl b/tests/snapshots/mapped_stream/drop_property.jsonl
index a7ba3e35b..b5ab7880c 100644
--- a/tests/snapshots/mapped_stream/drop_property.jsonl
+++ b/tests/snapshots/mapped_stream/drop_property.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"mystream","schema":{"properties":{"count":{"type":["integer","null"]},"user":{"properties":{"id":{"type":["integer","null"]},"sub":{"properties":{"num":{"type":["integer","null"]},"custom_obj":{"type":["string","null"]}},"type":["object","null"]},"some_numbers":{"items":{"type":["number"]},"type":["array","null"]}},"type":["object","null"]},"joined_at":{"format":"date-time","type":["string","null"]}},"type":"object","required":[],"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"RECORD","stream":"mystream","record":{"count":21,"user":{"id":1,"sub":{"num":1,"custom_obj":"obj-hello"},"some_numbers":[3.14,2.718]},"joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"mystream","record":{"count":13,"user":{"id":2,"sub":{"num":2,"custom_obj":"obj-world"},"some_numbers":[10.32,1.618]},"joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/drop_property_null_string.jsonl b/tests/snapshots/mapped_stream/drop_property_null_string.jsonl
index a7ba3e35b..b5ab7880c 100644
--- a/tests/snapshots/mapped_stream/drop_property_null_string.jsonl
+++ b/tests/snapshots/mapped_stream/drop_property_null_string.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"mystream","schema":{"properties":{"count":{"type":["integer","null"]},"user":{"properties":{"id":{"type":["integer","null"]},"sub":{"properties":{"num":{"type":["integer","null"]},"custom_obj":{"type":["string","null"]}},"type":["object","null"]},"some_numbers":{"items":{"type":["number"]},"type":["array","null"]}},"type":["object","null"]},"joined_at":{"format":"date-time","type":["string","null"]}},"type":"object","required":[],"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"RECORD","stream":"mystream","record":{"count":21,"user":{"id":1,"sub":{"num":1,"custom_obj":"obj-hello"},"some_numbers":[3.14,2.718]},"joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"mystream","record":{"count":13,"user":{"id":2,"sub":{"num":2,"custom_obj":"obj-world"},"some_numbers":[10.32,1.618]},"joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/fake_credit_card_number.jsonl b/tests/snapshots/mapped_stream/fake_credit_card_number.jsonl
index b816de5c1..3a9c85973 100644
--- a/tests/snapshots/mapped_stream/fake_credit_card_number.jsonl
+++ b/tests/snapshots/mapped_stream/fake_credit_card_number.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"mystream","schema":{"type":"object","properties":{"cc":{"type":["string","null"]}},"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"RECORD","stream":"mystream","record":{"cc":"4201040137208265027"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"mystream","record":{"cc":"675987782884"},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/fake_email_seed_class.jsonl b/tests/snapshots/mapped_stream/fake_email_seed_class.jsonl
index 74e528641..1140a891d 100644
--- a/tests/snapshots/mapped_stream/fake_email_seed_class.jsonl
+++ b/tests/snapshots/mapped_stream/fake_email_seed_class.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"mystream","schema":{"type":"object","properties":{"email":{"type":["string","null"]}},"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"RECORD","stream":"mystream","record":{"email":"zwells@example.org"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"mystream","record":{"email":"josephcunningham@example.com"},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/fake_email_seed_instance.jsonl b/tests/snapshots/mapped_stream/fake_email_seed_instance.jsonl
index 74e528641..1140a891d 100644
--- a/tests/snapshots/mapped_stream/fake_email_seed_instance.jsonl
+++ b/tests/snapshots/mapped_stream/fake_email_seed_instance.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"mystream","schema":{"type":"object","properties":{"email":{"type":["string","null"]}},"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"RECORD","stream":"mystream","record":{"email":"zwells@example.org"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"mystream","record":{"email":"josephcunningham@example.com"},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/flatten_all.jsonl b/tests/snapshots/mapped_stream/flatten_all.jsonl
index 922f1934a..cddaa88fa 100644
--- a/tests/snapshots/mapped_stream/flatten_all.jsonl
+++ b/tests/snapshots/mapped_stream/flatten_all.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"mystream","schema":{"properties":{"email":{"type":["string"]},"count":{"type":["integer","null"]},"user__id":{"type":["integer","null"]},"user__sub__num":{"type":["integer","null"]},"user__sub__custom_obj":{"type":["string","null"]},"user__some_numbers":{"type":["string","null"]},"joined_at":{"format":"date-time","type":["string","null"]}},"type":"object","required":["email"],"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"RECORD","stream":"mystream","record":{"email":"alice@example.com","count":21,"user__id":1,"user__sub__num":1,"user__sub__custom_obj":"obj-hello","user__some_numbers":"[3.14,2.718]","joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"mystream","record":{"email":"bob@example.com","count":13,"user__id":2,"user__sub__num":2,"user__sub__custom_obj":"obj-world","user__some_numbers":"[10.32,1.618]","joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/flatten_depth_0.jsonl b/tests/snapshots/mapped_stream/flatten_depth_0.jsonl
index b526731b5..5ffcd3572 100644
--- a/tests/snapshots/mapped_stream/flatten_depth_0.jsonl
+++ b/tests/snapshots/mapped_stream/flatten_depth_0.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"mystream","schema":{"properties":{"email":{"type":["string"]},"count":{"type":["integer","null"]},"user":{"properties":{"id":{"type":["integer","null"]},"sub":{"properties":{"num":{"type":["integer","null"]},"custom_obj":{"type":["string","null"]}},"type":["object","null"]},"some_numbers":{"items":{"type":["number"]},"type":["array","null"]}},"type":["object","null"]},"joined_at":{"format":"date-time","type":["string","null"]}},"type":"object","required":["email"],"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"RECORD","stream":"mystream","record":{"email":"alice@example.com","count":21,"user":{"id":1,"sub":{"num":1,"custom_obj":"obj-hello"},"some_numbers":[3.14,2.718]},"joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"mystream","record":{"email":"bob@example.com","count":13,"user":{"id":2,"sub":{"num":2,"custom_obj":"obj-world"},"some_numbers":[10.32,1.618]},"joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/flatten_depth_1.jsonl b/tests/snapshots/mapped_stream/flatten_depth_1.jsonl
index efadf1c48..0a9ecd6a2 100644
--- a/tests/snapshots/mapped_stream/flatten_depth_1.jsonl
+++ b/tests/snapshots/mapped_stream/flatten_depth_1.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"mystream","schema":{"properties":{"email":{"type":["string"]},"count":{"type":["integer","null"]},"user__id":{"type":["integer","null"]},"user__sub":{"type":["string","null"]},"user__some_numbers":{"type":["string","null"]},"joined_at":{"format":"date-time","type":["string","null"]}},"type":"object","required":["email"],"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"RECORD","stream":"mystream","record":{"email":"alice@example.com","count":21,"user__id":1,"user__sub":"{\"num\":1,\"custom_obj\":\"obj-hello\"}","user__some_numbers":"[3.14,2.718]","joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"mystream","record":{"email":"bob@example.com","count":13,"user__id":2,"user__sub":"{\"num\":2,\"custom_obj\":\"obj-world\"}","user__some_numbers":"[10.32,1.618]","joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/keep_all_fields.jsonl b/tests/snapshots/mapped_stream/keep_all_fields.jsonl
index 33df3a6f8..0198b73e8 100644
--- a/tests/snapshots/mapped_stream/keep_all_fields.jsonl
+++ b/tests/snapshots/mapped_stream/keep_all_fields.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"mystream","schema":{"properties":{"email":{"type":["string"]},"count":{"type":["integer","null"]},"user":{"properties":{"id":{"type":["integer","null"]},"sub":{"properties":{"num":{"type":["integer","null"]},"custom_obj":{"type":["string","null"]}},"type":["object","null"]},"some_numbers":{"items":{"type":["number"]},"type":["array","null"]}},"type":["object","null"]},"joined_at":{"format":"date-time","type":["string","null"]},"email_hash":{"type":["string","null"]}},"type":"object","required":["email"],"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"RECORD","stream":"mystream","record":{"email":"alice@example.com","count":21,"user":{"id":1,"sub":{"num":1,"custom_obj":"obj-hello"},"some_numbers":[3.14,2.718]},"joined_at":"2022-01-01T00:00:00Z","email_hash":"c160f8cc69a4f0bf2b0362752353d060"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"mystream","record":{"email":"bob@example.com","count":13,"user":{"id":2,"sub":{"num":2,"custom_obj":"obj-world"},"some_numbers":[10.32,1.618]},"joined_at":"2022-01-01T00:00:00Z","email_hash":"4b9bb80620f03eb3719e0a061c14283d"},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/map_and_flatten.jsonl b/tests/snapshots/mapped_stream/map_and_flatten.jsonl
index 6be3ac645..0fb218e11 100644
--- a/tests/snapshots/mapped_stream/map_and_flatten.jsonl
+++ b/tests/snapshots/mapped_stream/map_and_flatten.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"mystream","schema":{"properties":{"email":{"type":["string"]},"count":{"type":["integer","null"]},"user__id":{"type":["integer","null"]},"user__sub__num":{"type":["integer","null"]},"user__sub__custom_obj":{"type":["string","null"]},"user__some_numbers":{"type":["string","null"]},"joined_at":{"format":"date-time","type":["string","null"]},"email_hash":{"type":["string","null"]}},"type":"object","required":["email"],"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":["email_hash"]}
 {"type":"RECORD","stream":"mystream","record":{"email":"alice@example.com","count":21,"user__id":1,"user__sub__num":1,"user__sub__custom_obj":"obj-hello","user__some_numbers":"[3.14,2.718]","joined_at":"2022-01-01T00:00:00Z","email_hash":"c160f8cc69a4f0bf2b0362752353d060"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"mystream","record":{"email":"bob@example.com","count":13,"user__id":2,"user__sub__num":2,"user__sub__custom_obj":"obj-world","user__some_numbers":"[10.32,1.618]","joined_at":"2022-01-01T00:00:00Z","email_hash":"4b9bb80620f03eb3719e0a061c14283d"},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/no_map.jsonl b/tests/snapshots/mapped_stream/no_map.jsonl
index b526731b5..5ffcd3572 100644
--- a/tests/snapshots/mapped_stream/no_map.jsonl
+++ b/tests/snapshots/mapped_stream/no_map.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"mystream","schema":{"properties":{"email":{"type":["string"]},"count":{"type":["integer","null"]},"user":{"properties":{"id":{"type":["integer","null"]},"sub":{"properties":{"num":{"type":["integer","null"]},"custom_obj":{"type":["string","null"]}},"type":["object","null"]},"some_numbers":{"items":{"type":["number"]},"type":["array","null"]}},"type":["object","null"]},"joined_at":{"format":"date-time","type":["string","null"]}},"type":"object","required":["email"],"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"RECORD","stream":"mystream","record":{"email":"alice@example.com","count":21,"user":{"id":1,"sub":{"num":1,"custom_obj":"obj-hello"},"some_numbers":[3.14,2.718]},"joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"mystream","record":{"email":"bob@example.com","count":13,"user":{"id":2,"sub":{"num":2,"custom_obj":"obj-world"},"some_numbers":[10.32,1.618]},"joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/non_pk_passthrough.jsonl b/tests/snapshots/mapped_stream/non_pk_passthrough.jsonl
index 4d9439007..6d63efc97 100644
--- a/tests/snapshots/mapped_stream/non_pk_passthrough.jsonl
+++ b/tests/snapshots/mapped_stream/non_pk_passthrough.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"mystream","schema":{"type":"object","properties":{"count":{"type":["integer","null"]}},"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"RECORD","stream":"mystream","record":{"count":21},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"mystream","record":{"count":13},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/only_mapped_fields.jsonl b/tests/snapshots/mapped_stream/only_mapped_fields.jsonl
index ef70c9aac..ac21166f1 100644
--- a/tests/snapshots/mapped_stream/only_mapped_fields.jsonl
+++ b/tests/snapshots/mapped_stream/only_mapped_fields.jsonl
@@ -1,6 +1,5 @@
-{"type":"STATE","value":{}}
-{"type":"SCHEMA","stream":"mystream","schema":{"type":"object","properties":{"email_hash":{"type":["string","null"]},"fixed_count":{"type":["integer","null"]}},"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
-{"type":"RECORD","stream":"mystream","record":{"email_hash":"c160f8cc69a4f0bf2b0362752353d060","fixed_count":20},"time_extracted":"2022-01-01T00:00:00+00:00"}
-{"type":"RECORD","stream":"mystream","record":{"email_hash":"4b9bb80620f03eb3719e0a061c14283d","fixed_count":12},"time_extracted":"2022-01-01T00:00:00+00:00"}
-{"type":"RECORD","stream":"mystream","record":{"email_hash":"426b189df1e2f359efe6ee90f2d2030f","fixed_count":18},"time_extracted":"2022-01-01T00:00:00+00:00"}
+{"type":"SCHEMA","stream":"mystream","schema":{"type":"object","properties":{"email_hash":{"type":["string","null"]},"email_hash_sha256":{"type":["string","null"]},"fixed_count":{"type":["integer","null"]}},"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
+{"type":"RECORD","stream":"mystream","record":{"email_hash":"c160f8cc69a4f0bf2b0362752353d060","email_hash_sha256":"ff8d9819fc0e12bf0d24892e45987e249a28dce836a85cad60e28eaaa8c6d976","fixed_count":20},"time_extracted":"2022-01-01T00:00:00+00:00"}
+{"type":"RECORD","stream":"mystream","record":{"email_hash":"4b9bb80620f03eb3719e0a061c14283d","email_hash_sha256":"5ff860bf1190596c7188ab851db691f0f3169c453936e9e1eba2f9a47f7a0018","fixed_count":12},"time_extracted":"2022-01-01T00:00:00+00:00"}
+{"type":"RECORD","stream":"mystream","record":{"email_hash":"426b189df1e2f359efe6ee90f2d2030f","email_hash_sha256":"add7232b65bb559f896cbcfa9a600170a7ca381a0366789dcf59ad986bdf4a98","fixed_count":18},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"STATE","value":{"bookmarks":{"mystream":{}}}}
diff --git a/tests/snapshots/mapped_stream/only_mapped_fields_null_string.jsonl b/tests/snapshots/mapped_stream/only_mapped_fields_null_string.jsonl
index ef70c9aac..8d03024a5 100644
--- a/tests/snapshots/mapped_stream/only_mapped_fields_null_string.jsonl
+++ b/tests/snapshots/mapped_stream/only_mapped_fields_null_string.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"mystream","schema":{"type":"object","properties":{"email_hash":{"type":["string","null"]},"fixed_count":{"type":["integer","null"]}},"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"RECORD","stream":"mystream","record":{"email_hash":"c160f8cc69a4f0bf2b0362752353d060","fixed_count":20},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"mystream","record":{"email_hash":"4b9bb80620f03eb3719e0a061c14283d","fixed_count":12},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/record_to_column.jsonl b/tests/snapshots/mapped_stream/record_to_column.jsonl
index 599edbb9a..a4cc6daeb 100644
--- a/tests/snapshots/mapped_stream/record_to_column.jsonl
+++ b/tests/snapshots/mapped_stream/record_to_column.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"mystream","schema":{"type":"object","properties":{"_data":{"properties":{"email":{"type":["string"]},"count":{"type":["integer","null"]},"user":{"properties":{"id":{"type":["integer","null"]},"sub":{"properties":{"num":{"type":["integer","null"]},"custom_obj":{"type":["string","null"]}},"type":["object","null"]},"some_numbers":{"items":{"type":["number"]},"type":["array","null"]}},"type":["object","null"]},"joined_at":{"format":"date-time","type":["string","null"]}},"type":["object","null"],"required":["email"],"$schema":"https://json-schema.org/draft/2020-12/schema"}},"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"RECORD","stream":"mystream","record":{"_data":{"email":"alice@example.com","count":21,"user":{"id":1,"sub":{"num":1,"custom_obj":"obj-hello"},"some_numbers":[3.14,2.718]},"joined_at":"2022-01-01T00:00:00Z"}},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"mystream","record":{"_data":{"email":"bob@example.com","count":13,"user":{"id":2,"sub":{"num":2,"custom_obj":"obj-world"},"some_numbers":[10.32,1.618]},"joined_at":"2022-01-01T00:00:00Z"}},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/sourced_stream_1.jsonl b/tests/snapshots/mapped_stream/sourced_stream_1.jsonl
index 501a51ab6..df34b821f 100644
--- a/tests/snapshots/mapped_stream/sourced_stream_1.jsonl
+++ b/tests/snapshots/mapped_stream/sourced_stream_1.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"sourced_stream_1","schema":{"properties":{"email":{"type":["string"]},"count":{"type":["integer","null"]},"user":{"properties":{"id":{"type":["integer","null"]},"sub":{"properties":{"num":{"type":["integer","null"]},"custom_obj":{"type":["string","null"]}},"type":["object","null"]},"some_numbers":{"items":{"type":["number"]},"type":["array","null"]}},"type":["object","null"]},"joined_at":{"format":"date-time","type":["string","null"]}},"type":"object","required":["email"],"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"RECORD","stream":"sourced_stream_1","record":{"email":"alice@example.com","count":21,"user":{"id":1,"sub":{"num":1,"custom_obj":"obj-hello"},"some_numbers":[3.14,2.718]},"joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"sourced_stream_1","record":{"email":"bob@example.com","count":13,"user":{"id":2,"sub":{"num":2,"custom_obj":"obj-world"},"some_numbers":[10.32,1.618]},"joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/sourced_stream_1_null_string.jsonl b/tests/snapshots/mapped_stream/sourced_stream_1_null_string.jsonl
index 501a51ab6..df34b821f 100644
--- a/tests/snapshots/mapped_stream/sourced_stream_1_null_string.jsonl
+++ b/tests/snapshots/mapped_stream/sourced_stream_1_null_string.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"sourced_stream_1","schema":{"properties":{"email":{"type":["string"]},"count":{"type":["integer","null"]},"user":{"properties":{"id":{"type":["integer","null"]},"sub":{"properties":{"num":{"type":["integer","null"]},"custom_obj":{"type":["string","null"]}},"type":["object","null"]},"some_numbers":{"items":{"type":["number"]},"type":["array","null"]}},"type":["object","null"]},"joined_at":{"format":"date-time","type":["string","null"]}},"type":"object","required":["email"],"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"RECORD","stream":"sourced_stream_1","record":{"email":"alice@example.com","count":21,"user":{"id":1,"sub":{"num":1,"custom_obj":"obj-hello"},"some_numbers":[3.14,2.718]},"joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"sourced_stream_1","record":{"email":"bob@example.com","count":13,"user":{"id":2,"sub":{"num":2,"custom_obj":"obj-world"},"some_numbers":[10.32,1.618]},"joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
diff --git a/tests/snapshots/mapped_stream/sourced_stream_2.jsonl b/tests/snapshots/mapped_stream/sourced_stream_2.jsonl
index 8226cb510..5fc042f42 100644
--- a/tests/snapshots/mapped_stream/sourced_stream_2.jsonl
+++ b/tests/snapshots/mapped_stream/sourced_stream_2.jsonl
@@ -1,4 +1,3 @@
-{"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"sourced_stream_2","schema":{"properties":{"email":{"type":["string"]},"count":{"type":["integer","null"]},"user":{"properties":{"id":{"type":["integer","null"]},"sub":{"properties":{"num":{"type":["integer","null"]},"custom_obj":{"type":["string","null"]}},"type":["object","null"]},"some_numbers":{"items":{"type":["number"]},"type":["array","null"]}},"type":["object","null"]},"joined_at":{"format":"date-time","type":["string","null"]}},"type":"object","required":["email"],"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
 {"type":"RECORD","stream":"sourced_stream_2","record":{"email":"alice@example.com","count":21,"user":{"id":1,"sub":{"num":1,"custom_obj":"obj-hello"},"some_numbers":[3.14,2.718]},"joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"RECORD","stream":"sourced_stream_2","record":{"email":"bob@example.com","count":13,"user":{"id":2,"sub":{"num":2,"custom_obj":"obj-world"},"some_numbers":[10.32,1.618]},"joined_at":"2022-01-01T00:00:00Z"},"time_extracted":"2022-01-01T00:00:00+00:00"}