From 74bdfb2577fbc3c9ae41ff1ac90ec729f8bc54c5 Mon Sep 17 00:00:00 2001
From: Justin Drew <2396364+jdrew82@users.noreply.github.com>
Date: Wed, 3 Dec 2025 14:06:44 -0600
Subject: [PATCH 1/7] Cookie initialy baked by NetworkToCode Cookie Drift
 Manager Tool

Template:

```
{
    "template": "git@github.com:networktocode-llc/cookiecutter-ntc.git",
    "dir": "python",
    "ref": "main",
    "path": null
}
```

Cookie:

```
{
    "remote": "https://github.com/networktocode/diffsync.git",
    "path": "/Users/justin.drew/Projects/outputs/diffsync",
    "repository_path": "/Users/justin.drew/Projects/outputs/diffsync",
    "dir": "",
    "branch_prefix": "drift-manager/develop",
    "context": {
        "codeowner_github_usernames": "@glennmatthews @michalis1 @jdrew82",
        "full_name": "Network to Code, LLC",
        "email": "info@networktocode.com",
        "github_org": "networktocode",
        "description": "Library to easily sync/diff/update 2 different data sources",
        "project_name": "diffsync",
        "project_slug": "diffsync",
        "repo_url": "https://github.com/networktocode/diffsync",
        "base_url": "diffsync",
        "project_python_name": "diffsync",
        "project_python_base_version": "3.10",
        "project_with_config_settings": "no",
        "generate_docs": "yes",
        "version": "2.2.0",
        "original_publish_year": "2025",
        "_template": "git@github.com:networktocode-llc/cookiecutter-ntc.git",
        "_output_dir": "/Users/justin.drew/Projects/outputs",
        "_repo_dir": "/Users/justin.drew/.cookiecutters/cookiecutter-ntc/python",
        "_checkout": "main"
    },
    "drift_managed_branch": "develop",
    "remote_name": "origin",
    "pull_request_strategy": "PullRequestStrategy.CREATE",
    "post_actions": [],
    "baked_commit_ref": "",
    "draft": false
}
```

CLI Arguments:

```
{
    "cookie_dir": "",
    "input": true,
    "json_filename": "",
    "output_dir": "../outputs",
    "push": true,
    "template": "git@github.com:networktocode-llc/cookiecutter-ntc.git",
    "template_dir": "python",
    "template_ref": "main",
    "pull_request": null,
    "post_action": [],
    "disable_post_actions": false,
    "draft": null,
    "drift_managed_branch": "develop"
}
```
---
 .cookiecutter.json                            |  30 ++
 .dockerignore                                 |  32 +-
 .github/CODEOWNERS                            |   4 +
 .github/ISSUE_TEMPLATE/bug_report.md          |  20 ++
 .github/ISSUE_TEMPLATE/feature_request.md     |  15 +
 .../pull_request_template.md                  |  10 +
 .github/workflows/ci.yml                      | 175 ++++++++++
 .github/workflows/release.yml                 | 106 ++++++
 .gitignore                                    | 121 +++++++
 .readthedocs.yml                              |  29 ++
 .yamllint.yml                                 |  10 +
 Dockerfile                                    |  29 ++
 LICENSE                                       |  12 +
 README.md                                     |  50 +++
 changes/+main.housekeeping                    |   1 +
 changes/.gitignore                            |   1 +
 diffsync/__init__.py                          |   8 +
 diffsync/api.py                               |   3 +
 diffsync/cli.py                               |  27 ++
 diffsync/log.py                               |  74 +++++
 docs/admin/install.md                         |  22 ++
 docs/admin/release_notes/index.md             |   3 +
 docs/admin/release_notes/version_1.0.md       |  40 +++
 docs/admin/uninstall.md                       |   7 +
 docs/admin/upgrade.md                         |   7 +
 docs/assets/extra.css                         | 152 +++++++++
 docs/assets/favicon.ico                       | Bin 0 -> 568 bytes
 docs/assets/networktocode_bw.png              | Bin 0 -> 7562 bytes
 docs/assets/networktocode_logo.png            | Bin 0 -> 5464 bytes
 docs/assets/overrides/partials/copyright.html |  21 ++
 docs/dev/arch_decision.md                     |   3 +
 docs/dev/contributing.md                      |  77 +++++
 docs/dev/dev_environment.md                   |  98 ++++++
 docs/dev/extending.md                         |   4 +
 docs/dev/release_checklist.md                 | 192 +++++++++++
 docs/generate_code_reference_pages.py         |  20 ++
 docs/images/networktocode_logo.svg            | 150 +++++++++
 docs/index.md                                 |   6 +
 docs/user/faq.md                              |   1 +
 docs/user/lib_getting_started.md              |  19 ++
 docs/user/lib_overview.md                     |  16 +
 docs/user/lib_use_cases.md                    |  12 +
 example.invoke.yml                            |   7 +
 mkdocs.yml                                    | 140 ++++++++
 pyproject.toml                                | 196 +++++++++++
 tasks.py                                      | 314 ++++++++++++++++++
 tests/integration/__init__.py                 |   4 +
 tests/unit/__init__.py                        |   4 +
 tests/unit/conftest.py                        |  13 +
 tests/unit/test_basics.py                     |  29 ++
 tests/unit/test_cli.py                        |  16 +
 tests/unit/test_logging.py                    |  58 ++++
 towncrier_template.j2                         |  43 +++
 53 files changed, 2430 insertions(+), 1 deletion(-)
 create mode 100644 .cookiecutter.json
 create mode 100644 .github/PULL_REQUEST_TEMPLATE/pull_request_template.md
 create mode 100644 .github/workflows/release.yml
 create mode 100644 changes/+main.housekeeping
 create mode 100644 changes/.gitignore
 create mode 100644 diffsync/api.py
 create mode 100644 diffsync/cli.py
 create mode 100644 diffsync/log.py
 create mode 100644 docs/admin/install.md
 create mode 100644 docs/admin/release_notes/index.md
 create mode 100644 docs/admin/release_notes/version_1.0.md
 create mode 100644 docs/admin/uninstall.md
 create mode 100644 docs/admin/upgrade.md
 create mode 100644 docs/assets/extra.css
 create mode 100644 docs/assets/favicon.ico
 create mode 100644 docs/assets/networktocode_bw.png
 create mode 100644 docs/assets/networktocode_logo.png
 create mode 100644 docs/assets/overrides/partials/copyright.html
 create mode 100644 docs/dev/arch_decision.md
 create mode 100644 docs/dev/contributing.md
 create mode 100644 docs/dev/dev_environment.md
 create mode 100644 docs/dev/extending.md
 create mode 100644 docs/dev/release_checklist.md
 create mode 100644 docs/generate_code_reference_pages.py
 create mode 100644 docs/images/networktocode_logo.svg
 create mode 100644 docs/index.md
 create mode 100644 docs/user/faq.md
 create mode 100644 docs/user/lib_getting_started.md
 create mode 100644 docs/user/lib_overview.md
 create mode 100644 docs/user/lib_use_cases.md
 create mode 100644 example.invoke.yml
 create mode 100644 mkdocs.yml
 create mode 100644 tests/unit/test_basics.py
 create mode 100644 tests/unit/test_cli.py
 create mode 100644 tests/unit/test_logging.py
 create mode 100644 towncrier_template.j2

diff --git a/.cookiecutter.json b/.cookiecutter.json
new file mode 100644
index 00000000..c8768232
--- /dev/null
+++ b/.cookiecutter.json
@@ -0,0 +1,30 @@
+{
+    "cookiecutter": {
+        "codeowner_github_usernames": "@glennmatthews @michalis1 @jdrew82",
+        "full_name": "Network to Code, LLC",
+        "email": "info@networktocode.com",
+        "github_org": "networktocode",
+        "description": "Library to easily sync/diff/update 2 different data sources",
+        "project_name": "diffsync",
+        "project_slug": "diffsync",
+        "repo_url": "https://github.com/networktocode/diffsync",
+        "base_url": "diffsync",
+        "project_python_name": "diffsync",
+        "project_python_base_version": "3.10",
+        "project_with_config_settings": "no",
+        "generate_docs": "yes",
+        "version": "2.2.0",
+        "original_publish_year": "2025",
+        "_drift_manager": {
+            "template": "git@github.com:networktocode-llc/cookiecutter-ntc.git",
+            "template_dir": "python",
+            "template_ref": "main",
+            "cookie_dir": "",
+            "pull_request_strategy": "create",
+            "post_actions": [],
+            "draft": false,
+            "baked_commit_ref": "bc789d65fa90182c0eb392664e1cba02ea187ab1",
+            "drift_managed_branch": "develop"
+        }
+    }
+}
diff --git a/.dockerignore b/.dockerignore
index c3d27c8c..71c01775 100644
--- a/.dockerignore
+++ b/.dockerignore
@@ -1,3 +1,4 @@
+<<<<<<< HEAD
 **/*.pyc
 **/*.pyo
 **/*.log
@@ -6,4 +7,33 @@
 Dockerfile
 docker-compose.yml
 .env
-docs/_build
\ No newline at end of file
+docs/_build
+=======
+# Docker related
+development/Dockerfile
+development/docker-compose*.yml
+development/*.env
+*.env
+environments/
+
+# Python
+**/*.pyc
+**/*.pyo
+**/__pycache__/
+**/.pytest_cache/
+**/.venv/
+
+
+# Other
+docs/_build
+FAQ.md
+.git/
+.gitignore
+.github
+tasks.py
+LICENSE
+**/*.log
+**/.vscode/
+invoke*.yml
+tasks.py
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS
index 4186f3a0..04ff9691 100644
--- a/.github/CODEOWNERS
+++ b/.github/CODEOWNERS
@@ -1,2 +1,6 @@
+<<<<<<< HEAD
 # Default owners for all files in this repository
+=======
+# Default owner(s) of all files in this repository
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
 * @glennmatthews @michalis1 @jdrew82
diff --git a/.github/ISSUE_TEMPLATE/bug_report.md b/.github/ISSUE_TEMPLATE/bug_report.md
index 1a2613be..67f5a24e 100644
--- a/.github/ISSUE_TEMPLATE/bug_report.md
+++ b/.github/ISSUE_TEMPLATE/bug_report.md
@@ -1,5 +1,6 @@
 ---
 name: 🐛 Bug Report
+<<<<<<< HEAD
 about: Report a reproducible bug in the current release of DiffSync
 ---
 
@@ -9,10 +10,25 @@ about: Report a reproducible bug in the current release of DiffSync
 
 <!-- What happened instead? -->
 ### Observed Behavior
+=======
+about: Report a reproducible bug in the current release of diffsync
+---
+
+### Environment
+* Python version:  <!-- Example: 3.10 -->
+* diffsync version:  <!-- Example: 1.0.0 -->
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
 
 <!-- What did you expect to happen? -->
 ### Expected Behavior
 
+<<<<<<< HEAD
+=======
+
+<!-- What happened instead? -->
+### Observed Behavior
+
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
 <!--
     Describe in detail the exact steps that someone else can take to reproduce
     this bug using the current release.
@@ -20,4 +36,8 @@ about: Report a reproducible bug in the current release of DiffSync
 ### Steps to Reproduce
 1.
 2.
+<<<<<<< HEAD
+3.
+=======
 3.
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
diff --git a/.github/ISSUE_TEMPLATE/feature_request.md b/.github/ISSUE_TEMPLATE/feature_request.md
index 971351d6..61435d2e 100644
--- a/.github/ISSUE_TEMPLATE/feature_request.md
+++ b/.github/ISSUE_TEMPLATE/feature_request.md
@@ -1,21 +1,36 @@
 ---
 name: ✨ Feature Request
 about: Propose a new feature or enhancement
+<<<<<<< HEAD
 ---
 
 ### Environment
 * DiffSync version:  <!-- Example: 1.0.0 -->
+=======
+
+---
+
+### Environment
+* diffsync version:  <!-- Example: 1.0.0 -->
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
 
 <!--
     Describe in detail the new functionality you are proposing.
 -->
 ### Proposed Functionality
 
+<<<<<<< HEAD
 
+=======
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
 <!--
     Convey an example use case for your proposed feature. Write from the
     perspective of a user who would benefit from the proposed
     functionality and describe how.
+<<<<<<< HEAD
 -->
+=======
+--->
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
 ### Use Case
 
diff --git a/.github/PULL_REQUEST_TEMPLATE/pull_request_template.md b/.github/PULL_REQUEST_TEMPLATE/pull_request_template.md
new file mode 100644
index 00000000..2cf47647
--- /dev/null
+++ b/.github/PULL_REQUEST_TEMPLATE/pull_request_template.md
@@ -0,0 +1,10 @@
+## New Pull Request
+
+Have you:
+- [ ] Updated the README if necessary?
+- [ ] Updated any configuration settings?
+- [ ] Written a unit test?
+
+## Change Notes
+
+## Justification
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index bc4b5968..71b4f046 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -3,11 +3,16 @@ name: "CI"
 concurrency:  # Cancel any existing runs of this workflow for this same PR
   group: "${{ github.workflow }}-${{ github.ref }}"
   cancel-in-progress: true
+<<<<<<< HEAD
 on:  # yamllint disable
+=======
+on:  # yamllint disable-line rule:truthy rule:comments
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
   push:
     branches:
       - "main"
       - "develop"
+<<<<<<< HEAD
     tags:
       - "v*"
   pull_request: ~
@@ -259,3 +264,173 @@ jobs:
         env:
           SLACK_WEBHOOK_URL: "${{ secrets.SLACK_WEBHOOK_URL }}"
           SLACK_WEBHOOK_TYPE: "INCOMING_WEBHOOK"
+=======
+  pull_request: ~
+
+env:
+  INVOKE_DIFFSYNC_IMAGE_NAME: "diffsync"
+  INVOKE_DIFFSYNC_IMAGE_VER: "latest"
+
+jobs:
+  ruff-format:
+    runs-on: "ubuntu-latest"
+    env:
+      INVOKE_DIFFSYNC_LOCAL: "True"
+    steps:
+      - name: "Check out repository code"
+        uses: "actions/checkout@v4"
+      - name: "Setup environment"
+        uses: "networktocode/gh-action-setup-poetry-environment@v6"
+        with:
+          poetry-version: "2.1.3"
+      - name: "Linting: ruff format"
+        run: "poetry run invoke ruff --action format"
+  ruff-lint:
+    runs-on: "ubuntu-latest"
+    env:
+      INVOKE_DIFFSYNC_LOCAL: "True"
+    steps:
+      - name: "Check out repository code"
+        uses: "actions/checkout@v4"
+      - name: "Setup environment"
+        uses: "networktocode/gh-action-setup-poetry-environment@v6"
+        with:
+          poetry-version: "2.1.3"
+      - name: "Linting: ruff"
+        run: "poetry run invoke ruff --action lint"
+  check-docs-build:
+    runs-on: "ubuntu-latest"
+    env:
+      INVOKE_DIFFSYNC_LOCAL: "True"
+    steps:
+      - name: "Check out repository code"
+        uses: "actions/checkout@v4"
+      - name: "Setup environment"
+        uses: "networktocode/gh-action-setup-poetry-environment@v6"
+        with:
+          poetry-version: "2.1.3"
+          poetry-install-options: "--only dev,docs"
+      - name: "Check Docs Build"
+        run: "poetry run invoke build-and-check-docs"
+  poetry:
+    runs-on: "ubuntu-latest"
+    env:
+      INVOKE_DIFFSYNC_LOCAL: "True"
+    steps:
+      - name: "Check out repository code"
+        uses: "actions/checkout@v4"
+      - name: "Setup environment"
+        uses: "networktocode/gh-action-setup-poetry-environment@v6"
+        with:
+          poetry-version: "2.1.3"
+      - name: "Checking: poetry lock file"
+        run: "poetry run invoke lock --check"
+  yamllint:
+    runs-on: "ubuntu-latest"
+    env:
+      INVOKE_DIFFSYNC_LOCAL: "True"
+    steps:
+      - name: "Check out repository code"
+        uses: "actions/checkout@v4"
+      - name: "Setup environment"
+        uses: "networktocode/gh-action-setup-poetry-environment@v6"
+        with:
+          poetry-version: "2.1.3"
+      - name: "Linting: yamllint"
+        run: "poetry run invoke yamllint"
+  check-in-docker:
+    needs:
+      - "ruff-format"
+      - "ruff-lint"
+      - "poetry"
+      - "yamllint"
+    runs-on: "ubuntu-latest"
+    strategy:
+      fail-fast: true
+      matrix:
+        python-version: ["3.10", "3.13"]
+    env:
+      INVOKE_DIFFSYNC_PYTHON_VER: "${{ matrix.python-version }}"
+    steps:
+      - name: "Check out repository code"
+        uses: "actions/checkout@v4"
+      - name: "Setup environment"
+        uses: "networktocode/gh-action-setup-poetry-environment@v6"
+        with:
+          poetry-version: "2.1.3"
+      - name: "Get image version"
+        run: "echo INVOKE_DIFFSYNC_IMAGE_VER=`poetry version -s`-py$${{ matrix.python-version }} >> $GITHUB_ENV"
+      - name: "Set up Docker Buildx"
+        id: "buildx"
+        uses: "docker/setup-buildx-action@b5ca514318bd6ebac0fb2aedd5d36ec1b5c232a2"  # v3.10.0
+      - name: "Build"
+        uses: "docker/build-push-action@ca052bb54ab0790a636c9b5f226502c73d547a25"  # v5.4.0
+        with:
+          builder: "${{ steps.buildx.outputs.name }}"
+          context: "./"
+          push: false
+          load: true
+          tags: "${{ env.INVOKE_DIFFSYNC_IMAGE_NAME }}:${{ env.INVOKE_DIFFSYNC_IMAGE_VER }}"
+          file: "./Dockerfile"
+          cache-from: "type=gha,scope=${{ env.INVOKE_DIFFSYNC_IMAGE_NAME }}-${{ env.INVOKE_DIFFSYNC_IMAGE_VER }}-py${{ matrix.python-version }}"
+          cache-to: "type=gha,scope=${{ env.INVOKE_DIFFSYNC_IMAGE_NAME }}-${{ env.INVOKE_DIFFSYNC_IMAGE_VER }}-py${{ matrix.python-version }}"
+          build-args: |
+            PYTHON_VER=${{ env.PYTHON_VER }}
+      - name: "Linting: Pylint"
+        run: "poetry run invoke pylint"
+  pytest:
+    needs:
+      - "check-in-docker"
+    strategy:
+      fail-fast: true
+      matrix:
+        python-version: ["3.10", "3.11", "3.12", "3.13"]
+    runs-on: "ubuntu-latest"
+    env:
+      INVOKE_DIFFSYNC_PYTHON_VER: "${{ matrix.python-version }}"
+    steps:
+      - name: "Check out repository code"
+        uses: "actions/checkout@v4"
+      - name: "Setup environment"
+        uses: "networktocode/gh-action-setup-poetry-environment@v6"
+        with:
+          poetry-version: "2.1.3"
+      - name: "Get image version"
+        run: "echo INVOKE_DIFFSYNC_IMAGE_VER=`poetry version -s`-py${{ matrix.python-version }} >> $GITHUB_ENV"
+      - name: "Set up Docker Buildx"
+        id: "buildx"
+        uses: "docker/setup-buildx-action@b5ca514318bd6ebac0fb2aedd5d36ec1b5c232a2"  # v3.10.0
+      - name: "Build"
+        uses: "docker/build-push-action@ca052bb54ab0790a636c9b5f226502c73d547a25"  # v5.4.0
+        with:
+          builder: "${{ steps.buildx.outputs.name }}"
+          context: "./"
+          push: false
+          load: true
+          tags: "${{ env.INVOKE_DIFFSYNC_IMAGE_NAME }}:${{ env.INVOKE_DIFFSYNC_IMAGE_VER }}"
+          file: "./Dockerfile"
+          cache-from: "type=gha,scope=${{ env.INVOKE_DIFFSYNC_IMAGE_NAME }}-${{ env.INVOKE_DIFFSYNC_IMAGE_VER }}-py${{ matrix.python-version }}"
+          cache-to: "type=gha,scope=${{ env.INVOKE_DIFFSYNC_IMAGE_NAME }}-${{ env.INVOKE_DIFFSYNC_IMAGE_VER }}-py${{ matrix.python-version }}"
+          build-args: |
+            PYTHON_VER=${{ env.PYTHON_VER }}
+      - name: "Run Tests"
+        run: "poetry run invoke pytest"
+  changelog:
+    if: >
+      contains(fromJson('["develop"]'), github.base_ref) &&
+      (github.head_ref != 'main') && (!startsWith(github.head_ref, 'release'))
+    runs-on: "ubuntu-latest"
+    steps:
+      - name: "Check out repository code"
+        uses: "actions/checkout@v4"
+        with:
+          fetch-depth: "0"
+      - name: "Setup environment"
+        uses: "networktocode/gh-action-setup-poetry-environment@v6"
+        with:
+          poetry-version: "2.1.3"
+      - name: "Check for changelog entry"
+        run: |
+          git fetch --no-tags origin +refs/heads/${{ github.base_ref }}:refs/remotes/origin/${{ github.base_ref }}
+          poetry run towncrier check --compare-with origin/${{ github.base_ref }}
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 00000000..ee870479
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,106 @@
+---
+name: "Release"
+on: # yamllint disable-line rule:truthy rule:comments
+  release:
+    types: ["published"]
+
+jobs:
+  build:
+    name: "Build package with poetry"
+    runs-on: "ubuntu-latest"
+    if: "startsWith(github.ref, 'refs/tags/v')"
+    steps:
+      - uses: "actions/checkout@v4"
+      - name: "Setup environment"
+        uses: "networktocode/gh-action-setup-poetry-environment@v6"
+        with:
+          poetry-version: "2.1.3"
+          python-version: "3.13"
+          poetry-install-options: "--no-root"
+      - name: "Build Documentation"
+        run: "poetry run invoke build-and-check-docs"
+      - name: "Run Poetry Build"
+        run: "poetry build"
+
+      - name: "Check that the release tag matches the version in pyproject.toml"
+        run: |
+          if [ "${{ github.ref_name }}" != "v$(poetry version -s)" ]; then exit 1; fi
+
+      - uses: "actions/upload-artifact@v4"
+        with:
+          name: "distfiles"
+          path: "dist/"
+          if-no-files-found: "error"
+
+  publish-github:
+    name: "Publish to GitHub"
+    runs-on: "ubuntu-latest"
+    if: "startsWith(github.ref, 'refs/tags/v')"
+    permissions:
+      contents: "write"
+    needs: "build"
+    steps:
+      - uses: "actions/checkout@v4"
+      - name: "Retrieve built package from cache"
+        uses: "actions/download-artifact@v4"
+        with:
+          name: "distfiles"
+          path: "dist/"
+
+      - name: "Upload binaries to release"
+        run: "gh release upload ${{ github.ref_name }} dist/*.{tar.gz,whl}"
+        env:
+          GH_TOKEN: "${{ secrets.NTC_GITHUB_TOKEN }}"
+
+  publish-pypi:
+    name: "Push Package to PyPI"
+    runs-on: "ubuntu-latest"
+    if: "startsWith(github.ref, 'refs/tags/v')"
+    needs: "build"
+    environment: "pypi"
+    permissions:
+      # IMPORTANT: this permission is mandatory for Trusted Publishing
+      id-token: "write"
+    steps:
+      - name: "Retrieve built package from cache"
+        uses: "actions/download-artifact@v4"
+        with:
+          name: "distfiles"
+          path: "dist/"
+
+      - name: "Publish package distributions to PyPI"
+        uses: "pypa/gh-action-pypi-publish@ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e"  # v1.13.0
+
+  slack-notify:
+    needs:
+      - "publish-github"
+      - "publish-pypi"
+    runs-on: "ubuntu-latest"
+    env:
+      # Secrets cannot be directly referenced in if: conditionals. They must be set as a job env var first.
+      # Ref: https://docs.github.com/en/actions/writing-workflows/workflow-syntax-for-github-actions#example-using-secrets
+      SLACK_WEBHOOK_URL: "${{ secrets.OSS_PYPI_SLACK_WEBHOOK_URL }}"
+      SLACK_WEBHOOK_TYPE: "INCOMING_WEBHOOK"
+      SLACK_MESSAGE: >-
+        *NOTIFICATION: NEW-RELEASE-PUBLISHED*\n
+        Repository: <${{ github.server_url }}/${{ github.repository }}|${{ github.repository }}>\n
+        Release: <${{ github.server_url }}/${{ github.repository }}/releases/tag/${{ github.ref_name }}|${{ github.ref_name }}>\n
+        Published by: <${{ github.server_url }}/${{ github.actor }}|${{ github.actor }}>
+    steps:
+      - name: "Send a notification to Slack"
+        if: "${{ env.SLACK_WEBHOOK_URL != '' }}"
+        uses: "slackapi/slack-github-action@fcfb566f8b0aab22203f066d80ca1d7e4b5d05b3"  # v1.27.1
+        with:
+          payload: |
+            {
+              "text": "${{ env.SLACK_MESSAGE }}",
+              "blocks": [
+                {
+                  "type": "section",
+                  "text": {
+                    "type": "mrkdwn",
+                    "text": "${{ env.SLACK_MESSAGE }}"
+                  }
+                }
+              ]
+            }
diff --git a/.gitignore b/.gitignore
index 89e2f789..d44734d1 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,12 @@
+<<<<<<< HEAD
+=======
+# Ansible Retry Files
+*.retry
+
+# Swap files
+*.swp
+
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
 # Byte-compiled / optimized / DLL files
 __pycache__/
 *.py[cod]
@@ -128,6 +137,12 @@ dmypy.json
 # Pyre type checker
 .pyre/
 
+<<<<<<< HEAD
+=======
+# Editor
+.vscode/
+
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
 ### macOS ###
 # General
 .DS_Store
@@ -183,11 +198,55 @@ $RECYCLE.BIN/
 # Covers JetBrains IDEs: IntelliJ, RubyMine, PhpStorm, AppCode, PyCharm, CLion, Android Studio, WebStorm and Rider
 # Reference: https://intellij-support.jetbrains.com/hc/en-us/articles/206544839
 
+<<<<<<< HEAD
 .idea/
+=======
+# User-specific stuff
+.idea/**/workspace.xml
+.idea/**/tasks.xml
+.idea/**/usage.statistics.xml
+.idea/**/dictionaries
+.idea/**/shelf
+
+# Generated files
+.idea/**/contentModel.xml
+
+# Sensitive or high-churn files
+.idea/**/dataSources/
+.idea/**/dataSources.ids
+.idea/**/dataSources.local.xml
+.idea/**/sqlDataSources.xml
+.idea/**/dynamic.xml
+.idea/**/uiDesigner.xml
+.idea/**/dbnavigator.xml
+
+# Gradle
+.idea/**/gradle.xml
+.idea/**/libraries
+
+# Gradle and Maven with auto-import
+# When using Gradle or Maven with auto-import, you should exclude module files,
+# since they will be recreated, and may cause churn.  Uncomment if using
+# auto-import.
+# .idea/artifacts
+# .idea/compiler.xml
+# .idea/jarRepositories.xml
+# .idea/modules.xml
+# .idea/*.iml
+# .idea/modules
+# *.iml
+# *.ipr
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
 
 # CMake
 cmake-build-*/
 
+<<<<<<< HEAD
+=======
+# Mongo Explorer plugin
+.idea/**/mongoSettings.xml
+
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
 # File-based project format
 *.iws
 
@@ -200,12 +259,19 @@ out/
 # JIRA plugin
 atlassian-ide-plugin.xml
 
+<<<<<<< HEAD
+=======
+# Cursive Clojure plugin
+.idea/replstate.xml
+
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
 # Crashlytics plugin (for Android Studio and IntelliJ)
 com_crashlytics_export_strings.xml
 crashlytics.properties
 crashlytics-build.properties
 fabric.properties
 
+<<<<<<< HEAD
 ### vscode ###
 .vscode/*
 
@@ -216,3 +282,58 @@ docs/build
 
 ## Secrets
 creds.env
+=======
+# Editor-based Rest Client
+.idea/httpRequests
+
+# Android studio 3.1+ serialized cache file
+.idea/caches/build_file_checksums.ser
+
+### PyCharm Patch ###
+# Comment Reason: https://github.com/joeblau/gitignore.io/issues/186#issuecomment-215987721
+
+# *.iml
+# modules.xml
+# .idea/misc.xml
+# *.ipr
+
+# Sonarlint plugin
+# https://plugins.jetbrains.com/plugin/7973-sonarlint
+.idea/**/sonarlint/
+
+# SonarQube Plugin
+# https://plugins.jetbrains.com/plugin/7238-sonarqube-community-plugin
+.idea/**/sonarIssues.xml
+
+# Markdown Navigator plugin
+# https://plugins.jetbrains.com/plugin/7896-markdown-navigator-enhanced
+.idea/**/markdown-navigator.xml
+.idea/**/markdown-navigator-enh.xml
+.idea/**/markdown-navigator/
+
+# Cache file creation bug
+# See https://youtrack.jetbrains.com/issue/JBR-2257
+.idea/$CACHE_FILE$
+
+# CodeStream plugin
+# https://plugins.jetbrains.com/plugin/12206-codestream
+.idea/codestream.xml
+
+### vscode ###
+.vscode/*
+*.code-workspace
+
+# Rando
+creds.env
+development/*.txt
+
+# Invoke overrides
+invoke.yml
+
+# Docs
+docs/README.md
+docs/CHANGELOG.md
+public
+/compose.yaml
+/dump.sql
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
diff --git a/.readthedocs.yml b/.readthedocs.yml
index 28f9b3e4..1ffd4928 100644
--- a/.readthedocs.yml
+++ b/.readthedocs.yml
@@ -1,4 +1,5 @@
 ---
+<<<<<<< HEAD
 version: 2
 
 sphinx:
@@ -16,3 +17,31 @@ python:
     - requirements: "docs/requirements.txt"
     - method: "pip"
       path: "."
+=======
+# .readthedocs.yaml
+# Read the Docs configuration file
+# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
+
+# Required
+version: 2
+
+# Setup the build environment.
+build:
+  os: "ubuntu-lts-latest"
+  tools:
+    python: "3.13"
+  jobs:
+    post_install:
+      # Install poetry
+      # https://python-poetry.org/docs/#installing-manually
+      - "pip install poetry"
+      # Install dependencies 'docs' dependency group
+      # https://python-poetry.org/docs/managing-dependencies/#dependency-groups
+      # VIRTUAL_ENV needs to be set manually for now.
+      # See https://github.com/readthedocs/readthedocs.org/pull/11152/
+      - "VIRTUAL_ENV=$READTHEDOCS_VIRTUALENV_PATH poetry install --only docs"
+
+mkdocs:
+  configuration: "mkdocs.yml"
+  fail_on_warning: true
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
diff --git a/.yamllint.yml b/.yamllint.yml
index 58324ed1..b5c147b4 100644
--- a/.yamllint.yml
+++ b/.yamllint.yml
@@ -1,10 +1,20 @@
 ---
 extends: "default"
 rules:
+<<<<<<< HEAD
   comments: "enable"
+=======
+  comments:
+    min-spaces-from-content: 1
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
   empty-values: "enable"
   indentation:
     indent-sequences: "consistent"
   line-length: "disable"
   quoted-strings:
     quote-type: "double"
+<<<<<<< HEAD
+=======
+ignore: |
+  .venv/
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
diff --git a/Dockerfile b/Dockerfile
index e5b36ce7..9d6293bc 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,3 +1,4 @@
+<<<<<<< HEAD
 ARG PYTHON_VER
 
 FROM python:${PYTHON_VER}-slim
@@ -20,3 +21,31 @@ RUN poetry config virtualenvs.create false \
 
 COPY . /local
 RUN poetry install --no-interaction --no-ansi 
+=======
+ARG PYTHON_VER="3.10"
+
+FROM python:${PYTHON_VER}-slim
+
+# Install Poetry manually via its installer script;
+# if we instead used "pip install poetry" it would install its own dependencies globally which may conflict with ours.
+# https://python-poetry.org/docs/master/#installing-with-the-official-installer
+# This also makes it so that Poetry will *not* be included in the "final" image since it's not installed to /usr/local/
+ARG POETRY_HOME=/opt/poetry
+ARG POETRY_INSTALLER_PARALLEL=true
+ARG POETRY_VERSION=2.1.3
+ARG POETRY_VIRTUALENVS_CREATE=false
+ADD https://install.python-poetry.org /tmp/install-poetry.py
+RUN python /tmp/install-poetry.py
+
+# Add poetry install location to the $PATH
+ENV PATH="${POETRY_HOME}/bin:${PATH}"
+
+RUN poetry config virtualenvs.create ${POETRY_VIRTUALENVS_CREATE} && \
+    poetry config installer.parallel "${POETRY_INSTALLER_PARALLEL}"
+
+WORKDIR /local
+COPY . /local
+
+# Install the app
+RUN poetry install --with dev --all-extras
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
diff --git a/LICENSE b/LICENSE
index 5b75fec8..41d123df 100644
--- a/LICENSE
+++ b/LICENSE
@@ -1,3 +1,4 @@
+<<<<<<< HEAD
 Copyright 2020-2023 Network to Code <info@networktocode.com>
 Network to Code, LLC
 
@@ -7,6 +8,17 @@ you may not use this file except in compliance with the License.
 You may obtain a copy of the License at
 
    http://www.apache.org/licenses/LICENSE-2.0
+=======
+Apache Software License 2.0
+
+Copyright (c) 2025, Network to Code, LLC
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
 
 Unless required by applicable law or agreed to in writing, software
 distributed under the License is distributed on an "AS IS" BASIS,
diff --git a/README.md b/README.md
index b4cb86f5..3489e4ab 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,4 @@
+<<<<<<< HEAD
 # DiffSync
 
 DiffSync is a utility library that can be used to compare and synchronize different datasets.
@@ -80,3 +81,52 @@ The command `invoke build` builds a docker container with all the necessary depe
 
 # Questions
 Please see the [documentation](https://diffsync.readthedocs.io/en/latest/index.html) for detailed documentation on how to use `diffsync`. For any additional questions or comments, feel free to swing by the [Network to Code slack channel](https://networktocode.slack.com/) (channel #networktocode). Sign up [here](http://slack.networktocode.com/)
+=======
+# Diffsync
+
+<!--
+Developer Note - Remove Me!
+
+The README will have certain links/images broken until the PR is merged into `develop`. Update the GitHub links with whichever branch you're using (main etc.) if different.
+
+The logo of the project is a placeholder (docs/images/icon-diffsync.png) - please replace it with your app icon, making sure it's at least 200x200px and has a transparent background!
+
+To avoid extra work and temporary links, make sure that publishing docs (or merging a PR) is done at the same time as setting up the docs site on RTD, then test everything.
+-->
+
+<p align="center">
+  <img src="https://raw.githubusercontent.com/networktocode/diffsync/develop/docs/images/icon-Diffsync.png" class="logo" height="200px">
+  <br>
+  <a href="https://github.com/networktocode/diffsync/actions"><img src="https://github.com/networktocode/diffsync/actions/workflows/ci.yml/badge.svg?branch=main"></a>
+  <a href="https://diffsync.readthedocs.io/en/latest/"><img src="https://readthedocs.org/projects/diffsync/badge/"></a>
+  <a href="https://pypi.org/project/diffsync/"><img src="https://img.shields.io/pypi/v/diffsync"></a>
+  <a href="https://pypi.org/project/diffsync/"><img src="https://img.shields.io/pypi/dm/diffsync"></a>
+  <br>
+</p>
+
+## Overview
+
+> Developer Note: Add a long (2-3 paragraphs) description of what the library does, what problems it solves, etc.
+
+## Documentation
+
+Full documentation for this library can be found over on the [Diffsync Docs](https://diffsync.readthedocs.io/) website:
+
+- [User Guide](https://diffsync.readthedocs.io/user/app_overview/) - Overview, Using the Library, Getting Started.
+- [Administrator Guide](https://diffsync.readthedocs.io/admin/install/) - How to Install, Configure, Upgrade, or Uninstall the Library.
+- [Developer Guide](https://diffsync.readthedocs.io/dev/contributing/) - Extending the Library, Code Reference, Contribution Guide.
+- [Release Notes / Changelog](https://diffsync.readthedocs.io/admin/release_notes/).
+- [Frequently Asked Questions](https://diffsync.readthedocs.io/user/faq/).
+
+### Contributing to the Documentation
+
+You can find all the Markdown source for the App documentation under the [`docs`](https://github.com/networktocode/diffsync/tree/develop/docs) folder in this repository. For simple edits, a Markdown capable editor is sufficient: clone the repository and edit away.
+
+If you need to view the fully-generated documentation site, you can build it with [MkDocs](https://www.mkdocs.org/). A container hosting the documentation can be started using the `invoke` commands (details in the [Development Environment Guide](https://diffsync/dev/dev_environment/#docker-development-environment)) on [http://localhost:8001](http://localhost:8001). Using this container, as your changes to the documentation are saved, they will be automatically rebuilt and any pages currently being viewed will be reloaded in your browser.
+
+Any PRs with fixes or improvements are very welcome!
+
+## Questions
+
+For any questions or comments, please check the [FAQ](https://diffsync.readthedocs.io/en/latest/user/faq/) first. Feel free to also swing by the [Network to Code Slack](https://networktocode.slack.com/) (channel `#networktocode`), sign up [here](http://slack.networktocode.com/) if you don't have an account.
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
diff --git a/changes/+main.housekeeping b/changes/+main.housekeeping
new file mode 100644
index 00000000..3433adf6
--- /dev/null
+++ b/changes/+main.housekeeping
@@ -0,0 +1 @@
+Rebaked from the cookie `main`.
diff --git a/changes/.gitignore b/changes/.gitignore
new file mode 100644
index 00000000..f935021a
--- /dev/null
+++ b/changes/.gitignore
@@ -0,0 +1 @@
+!.gitignore
diff --git a/diffsync/__init__.py b/diffsync/__init__.py
index 6172824a..e2e7961a 100644
--- a/diffsync/__init__.py
+++ b/diffsync/__init__.py
@@ -1,3 +1,4 @@
+<<<<<<< HEAD
 """DiffSync front-end classes and logic.
 
 Copyright (c) 2020-2021 Network To Code, LLC <info@networktocode.com>
@@ -910,3 +911,10 @@ class DiffSync(Adapter):
 
 # DiffSyncModel references Adapter and Adapter references DiffSyncModel. Break the typing loop:
 DiffSyncModel.model_rebuild()
+=======
+"""Initialization file for library."""
+
+from importlib import metadata
+
+__version__ = metadata.version(__name__)
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
diff --git a/diffsync/api.py b/diffsync/api.py
new file mode 100644
index 00000000..a92b3f3b
--- /dev/null
+++ b/diffsync/api.py
@@ -0,0 +1,3 @@
+"""Example API."""
+
+# Fill in with information regarding Python API for project
diff --git a/diffsync/cli.py b/diffsync/cli.py
new file mode 100644
index 00000000..107596be
--- /dev/null
+++ b/diffsync/cli.py
@@ -0,0 +1,27 @@
+"""Example cli using click."""
+
+import logging
+
+import click
+
+from diffsync.log import initialize_logging
+
+# Import necessary project related things to use in CLI
+
+log = logging.getLogger(__name__)
+
+
+@click.command()
+@click.option("--test", default="Test Output", help="Test argument")
+@click.option(
+    "--log-level",
+    default="INFO",
+    type=click.Choice(["NOTSET", "DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"]),
+    help="Logging level",
+)
+@click.option("--log-file", default=None, help="Log file to output to debug logs to.")
+def main(test, log_level, log_file):
+    """Entrypoint into CLI app."""
+    initialize_logging(level=log_level, filename=log_file)
+    log.info("Entrypoint of the CLI app.")
+    print(test)
diff --git a/diffsync/log.py b/diffsync/log.py
new file mode 100644
index 00000000..dbeb0627
--- /dev/null
+++ b/diffsync/log.py
@@ -0,0 +1,74 @@
+"""
+Logging utilities for diffsync.
+
+This module contains helpers and wrappers for making logging more consistent across applications.
+
+How to use me:
+
+    >>> from diffsync.log import initialize_logging
+    >>> log = initialize_logging(level="debug")
+"""
+
+import logging.config
+
+APP = "diffsync"
+
+
+def initialize_logging(config=None, level="INFO", filename=None):
+    """Initialize logging using sensible defaults.
+
+    Args:
+        config (dict): User provided configuration dictionary.
+        level (str): The level of logging for STDOUT logging.
+        filename (str): Where to output debug logging to file.
+
+    """
+    if not config:
+        config = {
+            "version": 1,
+            "disable_existing_loggers": False,
+            "formatters": {
+                "standard": {
+                    "format": "%(asctime)s [%(levelname)s] %(name)s: %(message)s",
+                    "datefmt": "%Y-%m-%dT%H:%M:%S%z",
+                },
+                "debug": {
+                    "format": "%(asctime)s [%(levelname)s] [%(module)s] [%(funcName)s] %(name)s: %(message)s",
+                    "datefmt": "%Y-%m-%dT%H:%M:%S%z",
+                },
+            },
+            "handlers": {
+                "standard": {
+                    "class": "logging.StreamHandler",
+                    "formatter": "standard",
+                    "level": level.upper(),
+                },
+            },
+            "loggers": {
+                "": {
+                    "handlers": ["standard"],
+                    "level": "DEBUG",
+                }
+            },
+        }
+
+        # If a filename is passed in, let's add a FileHandler
+        if filename:
+            config["handlers"].update(
+                {
+                    "file_output": {
+                        "class": "logging.FileHandler",
+                        "formatter": "debug",
+                        "level": "DEBUG",
+                        "filename": filename,
+                    }
+                }
+            )
+            config["loggers"][""]["handlers"].append("file_output")
+
+    # Configure the logging
+    logging.config.dictConfig(config)
+
+    # Initialize root logger and advise logging has been initialized
+    log = logging.getLogger(APP)
+    log.debug("Logging initialized.")
diff --git a/docs/admin/install.md b/docs/admin/install.md
new file mode 100644
index 00000000..93aa3c4b
--- /dev/null
+++ b/docs/admin/install.md
@@ -0,0 +1,22 @@
+# Installation
+
+Option 1: Install from PyPI.
+
+```bash
+pip install diffsync
+```
+
+Option 2: Manually install via Poetry.
+
+```bash
+git clone https://github.com/networktocode/diffsync.git
+cd diffsync
+curl -sSL https://install.python-poetry.org | python3 -
+poetry install
+```
+
+Option 3: Install from a GitHub branch, such as develop as shown below.
+
+```bash
+pip install git+https://github.com/networktocode/diffsync.git@develop
+```
diff --git a/docs/admin/release_notes/index.md b/docs/admin/release_notes/index.md
new file mode 100644
index 00000000..12cb5169
--- /dev/null
+++ b/docs/admin/release_notes/index.md
@@ -0,0 +1,3 @@
+# Release Notes
+
+All the published release notes can be found via the navigation menu. All patch releases are included in the same minor release (e.g. `v1.2`) document.
diff --git a/docs/admin/release_notes/version_1.0.md b/docs/admin/release_notes/version_1.0.md
new file mode 100644
index 00000000..00375d77
--- /dev/null
+++ b/docs/admin/release_notes/version_1.0.md
@@ -0,0 +1,40 @@
+# v1.0 Release Notes
+
+!!! warning "Developer Note - Remove Me!"
+    Guiding Principles:
+
+    - Changelogs are for humans, not machines.
+    - There should be an entry for every single version.
+    - The same types of changes should be grouped.
+    - Versions and sections should be linkable.
+    - The latest version comes first.
+    - The release date of each version is displayed.
+    - Mention whether you follow Semantic Versioning.
+
+    Types of changes:
+
+    - `Added` for new features.
+    - `Changed` for changes in existing functionality.
+    - `Deprecated` for soon-to-be removed features.
+    - `Removed` for now removed features.
+    - `Fixed` for any bug fixes.
+    - `Security` in case of vulnerabilities.
+
+
+This document describes all new features and changes in the release `1.0`. 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).
+
+## Release Overview
+
+- Major features or milestones
+- Achieved in this `x.y` release
+- Changes to compatibility with Nautobot and/or other apps, libraries etc.
+
+## [v1.0.0] - 2025-12-03
+
+### Added
+
+### Changed
+
+### Fixed
+
+- [#123](https://github.com/networktocode/diffsync/issues/123) Fixed Tag filtering not working in job launch form.
diff --git a/docs/admin/uninstall.md b/docs/admin/uninstall.md
new file mode 100644
index 00000000..00f98d07
--- /dev/null
+++ b/docs/admin/uninstall.md
@@ -0,0 +1,7 @@
+# Uninstall
+
+Uninstall from environment.
+
+```bash
+pip uninstall diffsync
+```
diff --git a/docs/admin/upgrade.md b/docs/admin/upgrade.md
new file mode 100644
index 00000000..73163476
--- /dev/null
+++ b/docs/admin/upgrade.md
@@ -0,0 +1,7 @@
+# Upgrading the Library
+
+Upgrade from PyPI.
+
+```bash
+pip install diffsync --upgrade
+```
diff --git a/docs/assets/extra.css b/docs/assets/extra.css
new file mode 100644
index 00000000..50884f4a
--- /dev/null
+++ b/docs/assets/extra.css
@@ -0,0 +1,152 @@
+:root>* {
+    --md-accent-fg-color: #ff8504;
+    --md-primary-fg-color: #ff8504;
+    --md-typeset-a-color: #0097ff;
+}
+
+[data-md-color-scheme="slate"] {
+    --md-default-bg-color: hsla(var(--md-hue), 0%, 15%, 1);
+    --md-typeset-a-color: #0097ff;
+}
+
+/* Accessibility: Increase fonts for dark theme */
+[data-md-color-scheme="slate"] .md-typeset {
+    font-size: 0.9rem;
+}
+
+[data-md-color-scheme="slate"] .md-typeset table:not([class]) {
+    font-size: 0.7rem;
+}
+
+.md-tabs__link {
+    font-size: 0.8rem;
+}
+
+.md-tabs__link--active {
+    color: var(--md-primary-fg-color);
+}
+
+.md-header__button.md-logo :is(img, svg) {
+    height: 2rem;
+}
+
+.md-header__button.md-logo :-webkit-any(img, svg) {
+    height: 2rem;
+}
+
+.md-header__title {
+    font-size: 1.2rem;
+}
+
+img.logo {
+    height: 100px;
+}
+
+img.copyright-logo {
+    height: 24px;
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diff --git a/docs/assets/overrides/partials/copyright.html b/docs/assets/overrides/partials/copyright.html
new file mode 100644
index 00000000..cbf6bde5
--- /dev/null
+++ b/docs/assets/overrides/partials/copyright.html
@@ -0,0 +1,21 @@
+
+<div class="md-copyright">
+    {% if config.copyright %}
+    <div class="md-copyright__highlight">
+        {{ config.copyright }}
+    </div>
+    <a href="{{ config.repo_url }}/blob/main/LICENSE">Apache-2.0 LICENSE</a>
+    {% endif %}
+</div>
+
+<div class="md-copyright">
+    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">Made with Material for MkDocs</a>
+    | <a href="https://www.networktocode.com/community/" target="_blank" rel="noopener">Join Network to Code Slack</a>
+    {% if config.extra.ntc_sponsor == true %}
+    | <a href="https://networktocode.com" target="_blank" rel="noopener">Sponsored by <img
+            src={{ "assets/networktocode_bw.png" | url }} class="copyright-logo"></a>
+    {% endif %}
+</div>
+
+<!-- RTD version flyout injected on live site -->
+<div id="readthedocs-embed-flyout"></div>
diff --git a/docs/dev/arch_decision.md b/docs/dev/arch_decision.md
new file mode 100644
index 00000000..cbe4d49d
--- /dev/null
+++ b/docs/dev/arch_decision.md
@@ -0,0 +1,3 @@
+# Architecture Decision Records
+
+The intention is to document deviations from a standard pattern.
diff --git a/docs/dev/contributing.md b/docs/dev/contributing.md
new file mode 100644
index 00000000..b9017510
--- /dev/null
+++ b/docs/dev/contributing.md
@@ -0,0 +1,77 @@
+# Contributing
+
+Pull requests are welcomed and automatically built and tested against multiple versions of Python through GitHub Actions. 
+
+Except for unit tests, testing is only supported on Python 3.13.
+
+The project is packaged with a light development environment based on `Docker` to help with the local development of the project and to run tests within GitHub Actions.
+
+The project is following Network to Code software development guidelines and is leveraging the following:
+
+- Python linting and formatting: `pylint` and `ruff`.
+- YAML linting is done with `yamllint`.
+
+Documentation is built using [mkdocs](https://www.mkdocs.org/). The [Docker based development environment](dev_environment.md#docker-development-environment) can be started by running `invoke docs` [http://localhost:8001](http://localhost:8001) that auto-refreshes when you make any changes to your local files.
+
+## Creating Changelog Fragments
+
+All pull requests to `next` or `develop` must include a changelog fragment file in the `./changes` directory. To create a fragment, use your GitHub issue number and fragment type as the filename. For example, `2362.added`. Valid fragment types are `added`, `changed`, `deprecated`, `fixed`, `removed`, and `security`. The change summary is added to the file in plain text. Change summaries should be complete sentences, starting with a capital letter and ending with a period, and be in past tense. Each line of the change fragment will generate a single change entry in the release notes. Use multiple lines in the same file if your change needs to generate multiple release notes in the same category. If the change needs to create multiple entries in separate categories, create multiple files.
+
+!!! example
+
+    **Wrong**
+    ```plaintext title="changes/1234.fixed"
+    fix critical bug in documentation
+    ```
+
+    **Right**
+    ```plaintext title="changes/1234.fixed"
+    Fixed critical bug in documentation.
+    ```
+
+!!! example "Multiple Entry Example"
+
+    This will generate 2 entries in the `fixed` category and one entry in the `changed` category.
+
+    ```plaintext title="changes/1234.fixed"
+    Fixed critical bug in documentation.
+    Fixed release notes generation.
+    ```
+
+    ```plaintext title="changes/1234.changed"
+    Changed release notes generation.
+    ```
+
+## Branching Policy
+
+The branching policy includes the following tenets:
+
+- The develop branch is the primary branch to develop off of.
+- If there is a reason to have a patch version, the maintainers may use cherry-picking strategy.
+- PRs intended to add new features should be sourced from the develop branch.
+- PRs intended to address bug fixes and security patches should be sourced from the develop branch.
+- PRs intended to add new features that break backward compatibility should be discussed before a PR is created.
+
+Diffsync will observe Semantic Versioning, as of 1.0. This may result in an quick turn around in minor versions to keep pace with an ever growing feature set.
+
+## Release Policy
+
+Diffsync has currently no intended scheduled release schedule, and will release new features in minor versions.
+
+When a new release is created the following should happen.
+
+- A release PR is created with:
+    - Update to the changelog in `docs/admin/release_notes/version_<major>.<minor>.md` file to reflect the changes.
+    - Change the version from `<major>.<minor>.<patch>-beta` to `<major>.<minor>.<patch>` in pyproject.toml.
+    - Set the PR to the main
+- Ensure the tests for the PR pass.
+- Merge the PR.
+- Create a new tag:
+    - The tag should be in the form of `v<major>.<minor>.<patch>`.
+    - The title should be in the form of `v<major>.<minor>.<patch>`.
+    - The description should be the changes that were added to the `version_<major>.<minor>.md` document.
+- If merged into `main`, then push from `main` to `develop`, in order to retain the merge commit created when the PR was merged
+- A post release PR is created with.
+    - Change the version from `<major>.<minor>.<patch>` to `<major>.<minor>.<patch + 1>-beta` pyproject.toml.
+    - Set the PR to the `develop`.
+    - Once tests pass, merge.
diff --git a/docs/dev/dev_environment.md b/docs/dev/dev_environment.md
new file mode 100644
index 00000000..ee1b85a4
--- /dev/null
+++ b/docs/dev/dev_environment.md
@@ -0,0 +1,98 @@
+# Building Your Development Environment
+
+## Quickstart
+
+The development environment can be used in two ways:
+
+1. `Recommended` All services are spun up using Docker and a local mount so you can develop locally, but diffsync is spun up within the Docker container.
+2. With a local poetry environment if you wish to develop outside of Docker.
+
+This is a quick reference guide if you're already familiar with the development environment provided, which you can read more about later in this document.
+
+### Invoke
+
+The [Invoke](http://www.pyinvoke.org/) library is used to provide some helper commands based on the environment. There are a few configuration parameters which can be passed to Invoke to override the default configuration:
+
+- `local`: a boolean flag indicating if invoke tasks should be run on the host or inside the docker containers (default: False, commands will be run in docker containers)
+
+Using **Invoke** these configuration options can be overridden using [several methods](https://docs.pyinvoke.org/en/stable/concepts/configuration.html). Perhaps the simplest is setting an environment variable `INVOKE_DIFFSYNC_VARIABLE_NAME` where `VARIABLE_NAME` is the variable you are trying to override. There is an example `invoke.yml` (`invoke.example.yml`) in this directory which can be used as a starting point.
+
+### Docker Development Environment
+
+!!! tip
+    This is the recommended option for development.
+
+This project is managed by [Python Poetry](https://python-poetry.org/) and has a few requirements to setup your development environment:
+
+1. Install Poetry, see the [Poetry Documentation](https://python-poetry.org/docs/#installation) for your operating system.
+2. Install Docker, see the [Docker documentation](https://docs.docker.com/get-docker/) for your operating system.
+
+Once you have Poetry and Docker installed you can run the following commands (in the root of the repository) to install all other development dependencies in an isolated Python virtual environment:
+
+```shell
+poetry shell
+poetry install
+invoke build
+invoke start
+```
+
+Live documentation can be viewed at [http://localhost:8001](http://localhost:8001).
+
+To either stop or destroy the development environment use the following options.
+
+- **invoke stop** - Stop the containers, but keep all underlying systems intact
+- **invoke destroy** - Stop and remove all containers, volumes, etc. (This results in data loss due to the volume being deleted)
+
+## Poetry
+
+Poetry is used in lieu of the "virtualenv" commands and is leveraged in both environments. The virtual environment will provide all of the Python packages required to manage the development environment such as **Invoke**. See the [Local Development Environment](#full-docker-development-environment) section to see how to install diffsync if you're going to be developing locally (i.e. not using the Docker container).
+
+The `pyproject.toml` file outlines all of the relevant dependencies for the project:
+
+- `tool.poetry.dependencies` - the main list of dependencies.
+- `tool.poetry.group.dev.dependencies` - development dependencies, to facilitate linting, testing, and documentation building.
+
+The `poetry shell` command is used to create and enable a virtual environment managed by Poetry, so all commands ran going forward are executed within the virtual environment. This is similar to running the `source venv/bin/activate` command with virtualenvs. To install project dependencies in the virtual environment, you should run `poetry install` - this will install **both** project and development dependencies.
+
+For more details about Poetry and its commands please check out its [online documentation](https://python-poetry.org/docs/).
+
+## Full Docker Development Environment
+
+This project is set up with a number of **Invoke** tasks consumed as simple CLI commands to get developing fast. You'll use a few `invoke` commands to get your environment up and running.
+
+## CLI Helper Commands
+
+The project features a CLI helper based on [invoke](http://www.pyinvoke.org/) to help setup the development environment. The commands are listed below in 3 categories:
+- `dev environment`
+- `utility`
+- `testing`
+
+Each command can be executed with `invoke <command>`. Each command also has its own help `invoke <command> --help`
+
+### Local dev environment
+
+```
+  build              Build all docker images.
+  clean              Remove the project specific image.
+  docs               Build and serve docs locally.
+  rebuild            Clean the Docker image and then rebuild without using cache.
+```
+
+### Utility
+
+```
+  cli                       Enter the image to perform troubleshooting or dev work.
+  clean                     Remove stopped containers that source for image `diffsync:`
+  generate-release-notes    Generate Release Notes using Towncrier.
+```
+
+### Testing
+
+```
+  autoformat (a)    Run code autoformatting.
+  pylint            Run pylint for the specified name and Python version.
+  ruff              Run ruff to perform code formatting and/or linting.
+  pytest            Run pytest for the specified name and Python version.
+  tests             Run all tests for the specified name and Python version.
+  yamllint          Run yamllint to validate formatting adheres to NTC defined YAML standards.
+```
\ No newline at end of file
diff --git a/docs/dev/extending.md b/docs/dev/extending.md
new file mode 100644
index 00000000..e974b82a
--- /dev/null
+++ b/docs/dev/extending.md
@@ -0,0 +1,4 @@
+# Extending the Library
+
+Extending the library is welcome, however it is best to open an issue first, to ensure that a PR would be accepted and makes sense in terms of features and design.
+
diff --git a/docs/dev/release_checklist.md b/docs/dev/release_checklist.md
new file mode 100644
index 00000000..30df6e44
--- /dev/null
+++ b/docs/dev/release_checklist.md
@@ -0,0 +1,192 @@
+# Release Checklist
+
+This document is intended for library maintainers and outlines the steps to perform when releasing a new version of the library.
+
+!!! important
+    Before starting, make sure your **local** `develop`, `main` are all up to date with upstream!
+
+    ```
+    git fetch
+    git switch develop && git pull
+    ```
+
+Choose your own adventure:
+
+- Patch release from `develop`? Jump [here](#all-releases-from-develop).
+- Minor release? Continue with [Minor Version Bumps](#minor-version-bumps) and then [All Releases from `develop`](#all-releases-from-develop).
+
+## Minor Version Bumps
+
+### Update Requirements
+
+Every minor version release should refresh `poetry.lock`, so that it lists the most recent stable release of each package. To do this:
+
+0. Run `poetry update --dry-run` to have Poetry automatically tell you what package updates are available and the versions it would upgrade to. This requires an existing environment created from the lock file (i.e. via `poetry install`).
+1. Review each requirement's release notes for any breaking or otherwise noteworthy changes.
+2. Run `poetry update <package>` to update the package versions in `poetry.lock` as appropriate.
+3. If a required package requires updating to a new release not covered in the version constraints for a package as defined in `pyproject.toml`, (e.g. `Django ~3.1.7` would never install `Django >=4.0.0`), update it manually in `pyproject.toml`.
+4. Run `poetry install` to install the refreshed versions of all required packages.
+5. Run all tests (`poetry run invoke tests`) and check that the UI and API function as expected.
+
+### Update Documentation
+
+If there are any changes to the compatibility matrix (such as a bump in the minimum supported Nautobot version), update it accordingly.
+
+Commit any resulting changes from the following sections to the documentation before proceeding with the release.
+
+!!! tip
+    Fire up the documentation server in your development environment with `poetry run mkdocs serve`! This allows you to view the documentation site locally (the link is in the output of the command) and automatically rebuilds it as you make changes.
+
+### Verify the Installation and Upgrade Steps
+
+Follow the [installation instructions](../admin/install.md) to perform a new production installation of the library. If possible, also test the [upgrade process](../admin/upgrade.md) from the previous released version.
+
+The goal of this step is to walk through the entire install process *as documented* to make sure nothing there needs to be changed or updated, to catch any errors or omissions in the documentation, and to ensure that it is current with each release.
+
+---
+
+## All Releases from `develop`
+
+### Verify CI Build Status
+
+Ensure that continuous integration testing on the `develop` branch is completing successfully.
+
+### Bump the Version
+
+Update the package version using `poetry version` if necessary. This command shows the current version of the project or bumps the version of the project and writes the new version back to `pyproject.toml` if a valid bump rule is provided.
+
+The new version must be a valid semver string or a valid bump rule: `patch`, `minor`, `major`, `prepatch`, `preminor`, `premajor`, `prerelease`. Always try to use a bump rule when you can.
+
+Display the current version with no arguments:
+
+```no-highlight
+> poetry version
+diffsync 1.0.0-beta.2
+```
+
+Bump pre-release versions using `prerelease`:
+
+```no-highlight
+> poetry version prerelease
+Bumping version from 1.0.0-beta.2 to 1.0.0-beta.3
+```
+
+For major versions, use `major`:
+
+```no-highlight
+> poetry version major
+Bumping version from 1.0.0-beta.2 to 1.0.0
+```
+
+For patch versions, use `minor`:
+
+```no-highlight
+> poetry version minor
+Bumping version from 1.0.0 to 1.1.0
+```
+
+And lastly, for patch versions, you guessed it, use `patch`:
+
+```no-highlight
+> poetry version patch
+Bumping version from 1.1.0 to 1.1.1
+```
+
+Please see the [official Poetry documentation on `version`](https://python-poetry.org/docs/cli/#version) for more information.
+
+### Update the Changelog
+
+!!! important
+    The changelog must adhere to the [Keep a Changelog](https://keepachangelog.com/) style guide.
+
+This guide uses `1.4.2` as the new version in its examples, so change it to match the version you bumped to in the previous step! Every. single. time. you. copy/paste commands :)
+
+First, create a release branch off of `develop` (`git switch -c release-1.4.2 develop`).
+
+> You will need to have the project's poetry environment built at this stage, as the towncrier command runs **locally only**. If you don't have it, run `poetry install` first.
+Generate release notes with `invoke generate-release-notes --version 1.4.2` and answer `yes` to the prompt `Is it okay if I remove those files? [Y/n]:`. This will update the release notes in `docs/admin/release_notes/version_X.Y.md`, stage that file in git, and `git rm` all the fragments that have now been incorporated into the release notes.
+
+There are two possibilities:
+
+1. If you're releasing a new major or minor version, rename the `version_X.Y.md` file accordingly (e.g. rename to `docs/admin/release_notes/version_1.4.md`). Update the `Release Overview` and add this new page to the table of contents within `mkdocs.yml`.
+2. If you're releasing a patch version, copy your version's section from the `version_X.Y.md` file into the already existing `docs/admin/release_notes/version_1.4.md` file. Delete the `version_X.Y.md` file.
+
+Stage all the changes (`git add`) and check the diffs to verify all of the changes are correct (`git diff --cached`).
+
+Commit `git commit -m "Release v1.4.2"` and `git push` the staged changes.
+
+### Submit Release Pull Request
+
+Submit a pull request titled `Release v1.4.2` to merge your release branch into `main`. Copy the documented release notes into the pull request's body.
+
+!!! important
+    Do not squash merge this branch into `main`. Make sure to select `Create a merge commit` when merging in GitHub.
+
+Once CI has completed on the PR, merge it.
+
+### Create a New Release in GitHub
+
+Draft a [new release](https://github.com/networktocode/diffsync/releases/new) with the following parameters.
+
+* **Tag:** Input current version (e.g. `v1.4.2`) and select `Create new tag: v1.4.2 on publish`
+* **Target:** `main`
+* **Title:** Version and date (e.g. `v1.4.2 - 2024-04-02`)
+
+Click "Generate Release Notes" and edit the auto-generated content as follows:
+
+- Change the entries generated by GitHub to only the usernames of the contributors. e.g. `* Updated dockerfile by @ntc_user in https://github.com/networktocode/diffsync/pull/123` -> `* @ntc_user`.
+    - This should give you the list for the new `Contributors` section.
+    - Make sure there are no duplicated entries.
+- Replace the content of the `What's Changed` section with the description of changes from the release PR (what towncrier generated).
+- If it exists, leave the `New Contributors` list as it is.
+
+The release notes should look as follows:
+
+```markdown
+## What's Changed
+
+**Towncrier generated Changed/Fixed/Housekeeping etc. sections here**
+
+## Contributors
+
+* @alice
+* @bob
+
+## New Contributors
+
+* @bob
+
+**Full Changelog**: https://github.com/networktocode/diffsync/compare/v1.4.1...v1.4.2
+```
+
+Publish the release!
+
+### Create a PR from `main` back to `develop`
+
+First, sync your `main` branch with upstream changes: `git switch main && git pull`.
+
+Create a new branch from `main` called `release-1.4.2-to-develop` and use `poetry version prepatch` to bump the development version to the next release.
+
+For example, if you just released `v1.4.2`:
+
+```no-highlight
+> git switch -c release-1.4.2-to-develop main
+Switched to a new branch 'release-1.4.2-to-develop'
+> poetry version prepatch
+Bumping version from 1.4.2 to 1.4.3a1
+> git add pyproject.toml && git commit -m "Bump version"
+> git push
+```
+
+!!! important
+    Do not squash merge this branch into `develop`. Make sure to select `Create a merge commit` when merging in GitHub.
+
+Open a new PR from `release-1.4.2-to-develop` against `develop`, wait for CI to pass, and merge it.
+
+### Final checks
+
+At this stage, the CI should be running or finished for the `v1.4.2` tag and a package successfully published to PyPI and added into the GitHub Release. Double check that's the case.
+
+Documentation should also have been built for the tag on ReadTheDocs and if you're reading this page online, refresh it and look for the new version in the little version fly-out menu down at the bottom right of the page.
+
+All done!
diff --git a/docs/generate_code_reference_pages.py b/docs/generate_code_reference_pages.py
new file mode 100644
index 00000000..953a463e
--- /dev/null
+++ b/docs/generate_code_reference_pages.py
@@ -0,0 +1,20 @@
+"""Generate code reference pages."""
+
+from pathlib import Path
+
+import mkdocs_gen_files
+
+for file_path in Path("diffsync").rglob("*.py"):
+    module_path = file_path.with_suffix("")
+    doc_path = file_path.with_suffix(".md")
+    full_doc_path = Path("code-reference", doc_path)
+
+    parts = list(module_path.parts)
+    if parts[-1] == "__init__":
+        parts = parts[:-1]
+
+    with mkdocs_gen_files.open(full_doc_path, "w") as fd:
+        IDENTIFIER = ".".join(parts)
+        print(f"::: {IDENTIFIER}", file=fd)
+
+    mkdocs_gen_files.set_edit_path(full_doc_path, file_path)
diff --git a/docs/images/networktocode_logo.svg b/docs/images/networktocode_logo.svg
new file mode 100644
index 00000000..348e5241
--- /dev/null
+++ b/docs/images/networktocode_logo.svg
@@ -0,0 +1,150 @@
+<?xml version="1.0" encoding="utf-8"?>
+<!-- Generator: Adobe Illustrator 23.0.4, SVG Export Plug-In . SVG Version: 6.00 Build 0)  -->
+<svg version="1.1" id="Layer_1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px"
+	 viewBox="0 0 792 102.64" style="enable-background:new 0 0 792 102.64;" xml:space="preserve">
+<style type="text/css">
+	.st0{filter:url(#Adobe_OpacityMaskFilter);}
+	.st1{fill:#FFFFFF;}
+	.st2{mask:url(#SVGID_1_);fill:url(#SVGID_2_);}
+	.st3{fill:#939598;}
+	.st4{fill:#FF8400;}
+</style>
+<defs>
+	<filter id="Adobe_OpacityMaskFilter" filterUnits="userSpaceOnUse" x="428.2" y="0" width="363.8" height="102.64">
+		
+			<feColorMatrix  type="matrix" values="-1 0 0 0 1  0 -1 0 0 1  0 0 -1 0 1  0 0 0 1 0" color-interpolation-filters="sRGB" result="source"/>
+		<feFlood  style="flood-color:white;flood-opacity:1" result="back"/>
+		<feBlend  in="source" in2="back" mode="normal"/>
+	</filter>
+</defs>
+<mask maskUnits="userSpaceOnUse" x="428.2" y="0" width="363.8" height="102.64" id="SVGID_1_">
+	<g class="st0">
+		<g>
+			<path class="st1" d="M451.79,63.11h1.25c1.29,0,2.4,0.46,3.32,1.37c0.92,0.91,1.38,2.01,1.38,3.3c0,1.34-0.47,2.46-1.4,3.36
+				c-0.93,0.9-2.03,1.35-3.3,1.35h-1.25c-1.29,0-2.4-0.46-3.32-1.37c-0.92-0.91-1.38-2.01-1.38-3.3c0-1.34,0.47-2.45,1.4-3.35
+				C449.42,63.56,450.52,63.11,451.79,63.11z"/>
+			<path class="st1" d="M480.43,41.5h15.77c0.69,0,1.19,0.14,1.49,0.41c0.3,0.28,0.45,0.63,0.45,1.07c0,0.41-0.15,0.76-0.45,1.04
+				c-0.3,0.28-0.79,0.41-1.49,0.41h-15.77v19.33c0,1.68,0.67,3.09,2.02,4.22c1.35,1.13,3.32,1.69,5.93,1.69
+				c1.96,0,4.08-0.29,6.36-0.88c2.28-0.59,4.06-1.25,5.33-1.99c0.46-0.3,0.84-0.45,1.14-0.45c0.37,0,0.69,0.14,0.97,0.43
+				c0.28,0.29,0.42,0.63,0.42,1.02c0,0.35-0.15,0.67-0.45,0.97c-0.74,0.76-2.53,1.59-5.38,2.47c-2.85,0.89-5.57,1.33-8.18,1.33
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+				c-0.3-0.28-0.45-0.63-0.45-1.07c0-0.41,0.15-0.76,0.45-1.04c0.3-0.28,0.8-0.41,1.49-0.41h5.36v-8.58c0-0.69,0.14-1.19,0.41-1.49
+				c0.28-0.3,0.62-0.45,1.04-0.45c0.44,0,0.8,0.15,1.07,0.45c0.28,0.3,0.41,0.79,0.41,1.49V41.5z"/>
+			<path class="st1" d="M543.71,56.54c0,4.43-1.59,8.21-4.75,11.34c-3.17,3.13-6.99,4.7-11.46,4.7c-4.52,0-8.36-1.57-11.51-4.72
+				c-3.16-3.15-4.74-6.92-4.74-11.32c0-4.43,1.58-8.21,4.74-11.36c3.16-3.15,7-4.72,11.51-4.72c4.47,0,8.29,1.57,11.46,4.7
+				C542.12,48.3,543.71,52.09,543.71,56.54z M540.77,56.54c0-3.64-1.3-6.74-3.89-9.3c-2.59-2.56-5.73-3.84-9.42-3.84
+				c-3.69,0-6.83,1.29-9.42,3.86s-3.89,5.67-3.89,9.28c0,3.6,1.3,6.68,3.89,9.27c2.59,2.58,5.73,3.87,9.42,3.87
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+				c-0.8-0.47-1.06-1.5-0.59-2.29c0.47-0.8,1.5-1.06,2.29-0.59l35.2,20.74l-35.2,20.74C67.76,77.43,67.46,77.5,67.17,77.5z"/>
+		</g>
+		<g>
+			<path class="st4" d="M34.43,77.5c-0.57,0-1.13-0.29-1.44-0.82c-0.47-0.8-0.2-1.82,0.59-2.29l30.3-17.85l-30.3-17.86
+				c-0.8-0.47-1.06-1.5-0.59-2.29c0.47-0.8,1.49-1.06,2.29-0.59l35.2,20.74l-35.2,20.74C35.01,77.43,34.72,77.5,34.43,77.5z"/>
+		</g>
+		<g>
+			<path class="st4" d="M1.68,77.5c-0.57,0-1.13-0.29-1.44-0.82c-0.47-0.8-0.2-1.82,0.59-2.29l30.3-17.85L0.82,38.67
+				c-0.8-0.47-1.06-1.5-0.59-2.29c0.47-0.8,1.49-1.06,2.29-0.59l35.2,20.74L2.53,77.27C2.26,77.43,1.97,77.5,1.68,77.5z"/>
+		</g>
+	</g>
+</g>
+</svg>
diff --git a/docs/index.md b/docs/index.md
new file mode 100644
index 00000000..f32fd72b
--- /dev/null
+++ b/docs/index.md
@@ -0,0 +1,6 @@
+---
+hide:
+  - navigation
+---
+
+--8<-- "README.md"
diff --git a/docs/user/faq.md b/docs/user/faq.md
new file mode 100644
index 00000000..318b08dc
--- /dev/null
+++ b/docs/user/faq.md
@@ -0,0 +1 @@
+# Frequently Asked Questions
diff --git a/docs/user/lib_getting_started.md b/docs/user/lib_getting_started.md
new file mode 100644
index 00000000..0d50fdbe
--- /dev/null
+++ b/docs/user/lib_getting_started.md
@@ -0,0 +1,19 @@
+# Getting Started with the Library
+
+This document provides a step-by-step tutorial on how to get the library going and how to use it.
+
+## Install the Library
+
+To install the library, please follow the instructions detailed in the [Installation Guide](../admin/install.md).
+
+## First steps with the Library
+
+!!! warning "Developer Note - Remove Me!"
+    What (with screenshots preferably) does it look like to perform the simplest workflow within the library once installed?
+
+## What are the next steps?
+
+!!! warning "Developer Note - Remove Me!"
+    After taking the first steps, what else could the users look at doing.
+
+You can check out the [Use Cases](./lib_use_cases.md) section for more examples.
\ No newline at end of file
diff --git a/docs/user/lib_overview.md b/docs/user/lib_overview.md
new file mode 100644
index 00000000..062968fc
--- /dev/null
+++ b/docs/user/lib_overview.md
@@ -0,0 +1,16 @@
+# Library Overview
+
+This document provides an overview of the library including critical information and important considerations.
+
+## Description
+
+
+## Audience (User Personas) - Who should use this Library?
+
+!!! warning "Developer Note - Remove Me!"
+    Who is this meant for/ who is the common user of this library?
+
+## Authors and Maintainers
+
+!!! warning "Developer Note - Remove Me!"
+    Add the team and/or the main individuals maintaining this project. Include historical maintainers as well.
diff --git a/docs/user/lib_use_cases.md b/docs/user/lib_use_cases.md
new file mode 100644
index 00000000..d8a999ec
--- /dev/null
+++ b/docs/user/lib_use_cases.md
@@ -0,0 +1,12 @@
+# Using the Library
+
+This document describes common use-cases and scenarios for this library.
+
+## General Usage
+
+## Use-cases and common workflows
+
+## Screenshots
+
+!!! warning "Developer Note - Remove Me!"
+    Ideally captures every view exposed by the Library. Should include a relevant dataset.
diff --git a/example.invoke.yml b/example.invoke.yml
new file mode 100644
index 00000000..51af99f1
--- /dev/null
+++ b/example.invoke.yml
@@ -0,0 +1,7 @@
+---
+"diffsync":
+  python_ver: "3.10"
+  local: false
+  # image_name: "diffsync"
+  # image_ver: "latest"
+  # pwd: "."
diff --git a/mkdocs.yml b/mkdocs.yml
new file mode 100644
index 00000000..90d3cb8b
--- /dev/null
+++ b/mkdocs.yml
@@ -0,0 +1,140 @@
+---
+dev_addr: "127.0.0.1:8001"
+edit_uri: "edit/main/diffsync/docs"
+site_dir: "diffsync/static/diffsync/docs"
+site_name: "Diffsync Documentation"
+site_url: "https://diffsync.readthedocs.io/en/latest/"
+repo_url: "https://github.com/networktocode/diffsync"
+copyright: "Copyright &copy; The Authors"
+theme:
+  name: "material"
+  navigation_depth: 4
+  custom_dir: "docs/assets/overrides"
+  hljs_languages:
+    - "python"
+    - "yaml"
+  features:
+    - "content.action.edit"
+    - "content.action.view"
+    - "content.code.copy"
+    - "navigation.footer"
+    - "navigation.indexes"
+    - "navigation.tabs"
+    - "navigation.tabs.sticky"
+    - "navigation.tracking"
+    - "search.highlight"
+    - "search.share"
+    - "search.suggest"
+  favicon: "assets/favicon.ico"
+  logo: "assets/networktocode_logo.svg"
+  palette:
+    # Palette toggle for light mode
+    - media: "(prefers-color-scheme: light)"
+      scheme: "default"
+      primary: "black"
+      toggle:
+        icon: "material/weather-sunny"
+        name: "Switch to dark mode"
+
+    # Palette toggle for dark mode
+    - media: "(prefers-color-scheme: dark)"
+      scheme: "slate"
+      primary: "black"
+      toggle:
+        icon: "material/weather-night"
+        name: "Switch to light mode"
+extra_css:
+  - "assets/extra.css"
+
+extra:
+  generator: false
+  ntc_sponsor: true
+  social:
+    - icon: "fontawesome/solid/rss"
+      link: "https://blog.networktocode.com/"
+      name: "Network to Code Blog"
+    - icon: "fontawesome/brands/youtube"
+      link: "https://www.youtube.com/channel/UCwBh-dDdoqzxXKyvTw3BuTw"
+      name: "Network to Code Videos"
+    - icon: "fontawesome/brands/slack"
+      link: "https://www.networktocode.com/community/"
+      name: "Network to Code Community"
+    - icon: "fontawesome/brands/github"
+      link: "https://github.com/networktocode/"
+      name: "GitHub Organization"
+    - icon: "fontawesome/brands/twitter"
+      link: "https://twitter.com/networktocode"
+      name: "Network to Code Twitter"
+markdown_extensions:
+  - "markdown_version_annotations":
+      admonition_tag: "???"
+  - "admonition"
+  - "toc":
+      permalink: true
+  - "attr_list"
+  - "md_in_html"
+  - "markdown_data_tables":
+      base_path: "docs"
+  - "pymdownx.details"
+  # Need pymdownx.emoji for Grid icon search
+  - pymdownx.emoji:
+      emoji_index: !!python/name:material.extensions.emoji.twemoji
+      emoji_generator: !!python/name:material.extensions.emoji.to_svg
+  - "pymdownx.highlight":
+      anchor_linenums: true
+  - "pymdownx.inlinehilite"
+  - "pymdownx.snippets"
+  - "pymdownx.superfences":
+      custom_fences:
+        - name: "mermaid"
+          class: "mermaid"
+          format: !!python/name:pymdownx.superfences.fence_code_format
+  - "pymdownx.tabbed":
+      "alternate_style": true
+  - "pymdownx.tilde"
+
+plugins:
+  - "search"
+  - "gen-files":
+      scripts:
+        - "docs/generate_code_reference_pages.py"
+  - "glightbox":
+      manual: true  # See https://blueswen.github.io/mkdocs-glightbox/flexibility/enable-by-image-or-page/
+  - "section-index"
+  - "mkdocstrings":
+      default_handler: "python"
+      handlers:
+        python:
+          paths: ["."]
+          options:
+            heading_level: 1
+            show_root_heading: true
+            show_root_members_full_path: true
+            show_source: false
+
+validation:
+  absolute_links: "warn"
+  anchors: "warn"
+  omitted_files: "warn"
+  unrecognized_links: "warn"
+
+nav:
+  - Overview: "index.md"
+  - User Guide:
+      - Library Overview: "user/lib_overview.md"
+      - Getting Started: "user/lib_getting_started.md"
+      - Using the Library: "user/lib_use_cases.md"
+      - Frequently Asked Questions: "user/faq.md"
+  - Administrator Guide:
+      - Install and Configure: "admin/install.md"
+      - Upgrade: "admin/upgrade.md"
+      - Uninstall: "admin/uninstall.md"
+      - Release Notes:
+          - "admin/release_notes/index.md"
+          - v1.0: "admin/release_notes/version_1.0.md"
+  - Developer Guide:
+      - Extending the Library: "dev/extending.md"
+      - Contributing to the Library: "dev/contributing.md"
+      - Development Environment: "dev/dev_environment.md"
+      - Release Checklist: "dev/release_checklist.md"
+      - Architecture Design Records: "dev/arch_decision.md"
diff --git a/pyproject.toml b/pyproject.toml
index d9824cd4..3d359741 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,5 +1,6 @@
 [tool.poetry]
 name = "diffsync"
+<<<<<<< HEAD
 version = "2.1.1a0"
 description = "Library to easily sync/diff/update 2 different data sources"
 authors = ["Network to Code, LLC <info@networktocode.com>"]
@@ -11,11 +12,32 @@ documentation = "https://diffsync.readthedocs.io"
 keywords = ["source-of-truth", "synchronization"]
 include = [
     "CHANGELOG.md",
+=======
+version = "2.2.0"
+description = "Library to easily sync/diff/update 2 different data sources"
+authors = ["Network to Code, LLC <opensource@networktocode.com>"]
+readme = "README.md"
+homepage = "https://diffsync.readthedocs.io/"
+repository = "https://github.com/networktocode/diffsync"
+documentation = "https://diffsync.readthedocs.io/"
+license = "Apache-2.0"
+classifiers = [
+    "Intended Audience :: Developers",
+    "Development Status :: 5 - Production/Stable",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
+    "Programming Language :: Python :: 3.13",
+]
+include = [
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
     "LICENSE",
     "README.md",
 ]
 
 [tool.poetry.dependencies]
+<<<<<<< HEAD
 python = ">=3.9,<4.0"
 pydantic = "^2.0.0"
 structlog = ">= 20.1.0"
@@ -85,6 +107,109 @@ no-docstring-rgx="^(_|test_)"
 disable = """,
     line-too-long,
     """
+=======
+python = ">=3.10,<3.14"
+click = "*"
+
+[tool.poetry.group.dev.dependencies]
+coverage = "*"
+pytest = "*"
+mock = "*"
+pyyaml = "^6.0.1"
+pylint = "^3.1.0"
+yamllint = "^1.35.1"
+invoke = "^2.2.0"
+toml = "^0.10.2"
+attrs = "^23.2.0"
+towncrier = ">=23.6.0,<=24.8.0"
+ruff = "*"
+Markdown = "*"
+
+[tool.poetry.group.docs.dependencies]
+# Rendering docs to HTML
+mkdocs = "1.6.1"
+# Embedding YAML files into Markdown documents as tables
+markdown-data-tables = "1.0.0"
+# Render custom markdown for version added/changed/remove notes
+markdown-version-annotations = "1.0.1"
+# Automatically generate some files as part of mkdocs build
+mkdocs-gen-files = "0.5.0"
+# Image lightboxing in mkdocs
+mkdocs-glightbox = "0.4.0"
+# Use Jinja2 templating in docs - see settings.md
+mkdocs-macros-plugin = "1.3.7"
+# Material for mkdocs theme
+mkdocs-material = "9.6.15"
+# Handle docs redirections
+mkdocs-redirects = "1.2.2"
+# Automatically handle index pages for docs sections
+mkdocs-section-index = "0.3.10"
+# Automatic documentation from sources, for MkDocs
+mkdocstrings = "0.27.0"
+# Python-specific extension to mkdocstrings
+mkdocstrings-python = "1.13.0"
+griffe = "1.1.1"
+
+[tool.poetry.scripts]
+diffsync = 'diffsync.cli:main'
+
+
+
+[tool.ruff]
+line-length = 120
+target-version = "py310"
+
+[tool.ruff.lint]
+select = [
+    "D",  # pydocstyle
+    "F", "E", "W",  # flake8
+    "S",  # bandit
+    "I",  # isort
+]
+ignore = [
+    # warning: `one-blank-line-before-class` (D203) and `no-blank-line-before-class` (D211) are incompatible.
+    "D203", # 1 blank line required before class docstring
+
+    # D212 is enabled by default in google convention, and complains if we have a docstring like:
+    # """
+    # My docstring is on the line after the opening quotes instead of on the same line as them.
+    # """
+    # We've discussed and concluded that we consider this to be a valid style choice.
+    "D212", # Multi-line docstring summary should start at the first line
+    "D213", # Multi-line docstring summary should start at the second line
+
+    # Produces a lot of issues in the current codebase.
+    "D401", # First line of docstring should be in imperative mood
+    "D407", # Missing dashed underline after section
+    "D416", # Section name ends in colon
+    "E501", # Line too long
+]
+
+[tool.ruff.lint.pydocstyle]
+convention = "google"
+
+[tool.ruff.lint.per-file-ignores]
+"tests/*" = [
+    "D",
+    "S"
+]
+
+
+[tool.pylint.master]
+ignore=[".venv", "tests"]
+
+[tool.pylint.basic]
+# No docstrings required for private methods (Pylint default), or for test_ functions, or for inner Meta classes.
+no-docstring-rgx = "^(_|test_|Meta$)"
+
+
+[tool.pylint.messages_control]
+disable = [
+    "line-too-long",
+    "duplicate-code",
+    "cyclic-import",
+    ]
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
 
 [tool.pylint.miscellaneous]
 # Don't flag TODO as a failure, let us commit with things that still need to be done in the code
@@ -93,6 +218,7 @@ notes = """,
     XXX,
     """
 
+<<<<<<< HEAD
 [tool.pylint.similarities]
 # There's a lot of duplicate code in the examples/backend_*.py files - don't complain about it for now
 min-similarity-lines = 20
@@ -110,3 +236,73 @@ ignore_missing_imports = true
 [build-system]
 requires = ["poetry_core>=1.0.8"]
 build-backend = "poetry.core.masonry.api"
+=======
+[build-system]
+requires = ["poetry-core>=2.0.0,<3.0.0"]
+build-backend = "poetry.core.masonry.api"
+
+[tool.pytest.ini_options]
+python_paths = "./"
+testpaths = [
+    "tests/"
+]
+addopts = "-vv --doctest-modules -p no:warnings --ignore-glob='*mock*'"
+
+[tool.towncrier]
+package = "diffsync"
+directory = "changes"
+filename = "docs/admin/release_notes/version_X.Y.md"
+template = "towncrier_template.j2"
+start_string = "<!-- towncrier release notes start -->"
+issue_format = "[#{issue}](https://github.com/networktocode/diffsync/issues/{issue})"
+
+[[tool.towncrier.type]]
+directory = "breaking"
+name = "Breaking Changes"
+showcontent = true
+
+[[tool.towncrier.type]]
+directory = "security"
+name = "Security"
+showcontent = true
+
+[[tool.towncrier.type]]
+directory = "added"
+name = "Added"
+showcontent = true
+
+[[tool.towncrier.type]]
+directory = "changed"
+name = "Changed"
+showcontent = true
+
+[[tool.towncrier.type]]
+directory = "deprecated"
+name = "Deprecated"
+showcontent = true
+
+[[tool.towncrier.type]]
+directory = "removed"
+name = "Removed"
+showcontent = true
+
+[[tool.towncrier.type]]
+directory = "fixed"
+name = "Fixed"
+showcontent = true
+
+[[tool.towncrier.type]]
+directory = "dependencies"
+name = "Dependencies"
+showcontent = true
+
+[[tool.towncrier.type]]
+directory = "documentation"
+name = "Documentation"
+showcontent = true
+
+[[tool.towncrier.type]]
+directory = "housekeeping"
+name = "Housekeeping"
+showcontent = true
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
diff --git a/tasks.py b/tasks.py
index 546745df..b73c060e 100644
--- a/tasks.py
+++ b/tasks.py
@@ -1,3 +1,4 @@
+<<<<<<< HEAD
 """Replacement for Makefile.
 
 Copyright (c) 2020 Network To Code, LLC <info@networktocode.com>
@@ -31,6 +32,16 @@ def project_ver():
     """Find version from pyproject.toml to use for docker image tagging."""
     with open("pyproject.toml", encoding="UTF-8") as file:
         return toml.load(file)["tool"]["poetry"].get("version", "latest")
+=======
+"""Tasks for use with Invoke."""
+
+import os
+import re
+from pathlib import Path
+
+from invoke import Collection, Exit
+from invoke import task as invoke_task
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
 
 
 def is_truthy(arg):
@@ -45,6 +56,7 @@ def is_truthy(arg):
     """
     if isinstance(arg, bool):
         return arg
+<<<<<<< HEAD
     return bool(strtobool(arg))
 
 
@@ -61,28 +73,102 @@ def is_truthy(arg):
 
 
 def run_cmd(context, exec_cmd, name=NAME, image_ver=IMAGE_VER, local=INVOKE_LOCAL):
+=======
+
+    val = str(arg).lower()
+    if val in ("y", "yes", "t", "true", "on", "1"):
+        return True
+    if val in ("n", "no", "f", "false", "off", "0"):
+        return False
+    raise ValueError(f"Invalid truthy value: `{arg}`")
+
+
+# Use pyinvoke configuration for default values, see http://docs.pyinvoke.org/en/stable/concepts/configuration.html
+# Variables may be overwritten in invoke.yml or by the environment variables INVOKE_DIFFSYNC_xxx
+namespace = Collection("diffsync")
+namespace.configure(
+    {
+        "diffsync": {
+            "project_name": "diffsync",
+            "python_ver": "3.10",
+            "local": is_truthy(os.getenv("INVOKE_DIFFSYNC_LOCAL", "false")),
+            "image_name": "diffsync",
+            "image_ver": os.getenv("INVOKE_PARSER_IMAGE_VER", "latest"),
+            "pwd": Path(__file__).parent,
+        }
+    }
+)
+
+
+# pylint: disable=keyword-arg-before-vararg
+def task(function=None, *args, **kwargs):
+    """Task decorator to override the default Invoke task decorator and add each task to the invoke namespace."""
+
+    def task_wrapper(function=None):
+        """Wrapper around invoke.task to add the task to the namespace as well."""
+        if args or kwargs:
+            task_func = invoke_task(*args, **kwargs)(function)
+        else:
+            task_func = invoke_task(function)
+        namespace.add_task(task_func)
+        return task_func
+
+    if function:
+        # The decorator was called with no arguments
+        return task_wrapper(function)
+    # The decorator was called with arguments
+    return task_wrapper
+
+
+def run_command(context, exec_cmd, port=None):
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
     """Wrapper to run the invoke task commands.
 
     Args:
         context ([invoke.task]): Invoke task object.
         exec_cmd ([str]): Command to run.
+<<<<<<< HEAD
         name ([str], optional): Image name to use if exec_env is `docker`. Defaults to NAME.
         image_ver ([str], optional): Version of image to use if exec_env is `docker`. Defaults to IMAGE_VER.
         local (bool): Define as `True` to execute locally
+=======
+        port (int): Used to serve local docs.
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
 
     Returns:
         result (obj): Contains Invoke result from running task.
     """
+<<<<<<< HEAD
     if is_truthy(local):
         print(f"LOCAL - Running command {exec_cmd}")
         result = context.run(exec_cmd, pty=True)
     else:
         print(f"DOCKER - Running command: {exec_cmd} container: {name}:{image_ver}")
         result = context.run(f"docker run -it -v {PWD}:/local {name}:{image_ver} sh -c '{exec_cmd}'", pty=True)
+=======
+    if is_truthy(context.diffsync.local):
+        print(f"LOCAL - Running command {exec_cmd}")
+        result = context.run(exec_cmd, pty=True)
+    else:
+        print(
+            f"DOCKER - Running command: {exec_cmd} container: {context.diffsync.image_name}:{context.diffsync.image_ver}"
+        )
+        if port:
+            result = context.run(
+                f"docker run -it -p {port} -v {context.diffsync.pwd}:/local {context.diffsync.image_name}:{context.diffsync.image_ver} sh -c '{exec_cmd}'",
+                pty=True,
+            )
+        else:
+            result = context.run(
+                f"docker run -it -v {context.diffsync.pwd}:/local {context.diffsync.image_name}:{context.diffsync.image_ver} sh -c '{exec_cmd}'",
+                pty=True,
+            )
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
 
     return result
 
 
+<<<<<<< HEAD
 @task
 def build(
     context, name=NAME, python_ver=PYTHON_VER, image_ver=IMAGE_VER, nocache=False, forcerm=False
@@ -299,10 +385,198 @@ def tests(context, name=NAME, image_ver=IMAGE_VER, local=INVOKE_LOCAL):
     bandit(context, name, image_ver, local)
     pytest(context, name, image_ver, local)
 
+=======
+# ------------------------------------------------------------------------------
+# BUILD
+# ------------------------------------------------------------------------------
+@task(
+    help={
+        "cache": "Whether to use Docker's cache when building images (default enabled)",
+        "force_rm": "Always remove intermediate images",
+        "hide": "Suppress output from Docker",
+    }
+)
+def build(context, cache=True, force_rm=False, hide=False):
+    """Build a Docker image."""
+    print(f"Building image {context.diffsync.image_name}:{context.diffsync.image_ver}")
+    command = f"docker build --tag {context.diffsync.image_name}:{context.diffsync.image_ver} --build-arg PYTHON_VER={context.diffsync.python_ver} -f Dockerfile ."
+
+    if not cache:
+        command += " --no-cache"
+    if force_rm:
+        command += " --force-rm"
+
+    result = context.run(command, hide=hide)
+    if result.exited != 0:
+        print(
+            f"Failed to build image {context.diffsync.image_name}:{context.diffsync.image_ver}\nError: {result.stderr}"
+        )
+
+
+@task
+def generate_packages(context):
+    """Generate all Python packages inside docker and copy the file locally under dist/."""
+    command = "poetry build"
+    run_command(context, command)
+
+
+@task(
+    help={
+        "check": (
+            "If enabled, check for outdated dependencies in the poetry.lock file, "
+            "instead of generating a new one. (default: disabled)"
+        )
+    }
+)
+def lock(context, check=False):
+    """Generate poetry.lock inside the library container."""
+    run_command(context, f"poetry {'check' if check else 'lock --no-update'}")
+
+
+@task
+def clean(context):
+    """Remove the project specific image."""
+    print(
+        f"Attempting to forcefully remove image {context.diffsync.image_name}:{context.diffsync.image_ver}"
+    )
+    context.run(f"docker rmi {context.diffsync.image_name}:{context.diffsync.image_ver} --force")
+    print(f"Successfully removed image {context.diffsync.image_name}:{context.diffsync.image_ver}")
+
+
+@task
+def rebuild(context):
+    """Clean the Docker image and then rebuild without using cache."""
+    clean(context)
+    build(context, cache=False)
+
+
+@task
+def coverage(context):
+    """Run the coverage report against pytest."""
+    exec_cmd = "coverage run --source=diffsync -m pytest"
+    run_command(context, exec_cmd)
+    run_command(context, "coverage report")
+    run_command(context, "coverage html")
+
+
+@task
+def pytest(context):
+    """Run pytest test cases."""
+    exec_cmd = "pytest -vv --doctest-modules diffsync/ && coverage run --source=diffsync -m pytest && coverage report"
+    run_command(context, exec_cmd)
+
+
+@task(aliases=("a",))
+def autoformat(context):
+    """Run code autoformatting."""
+    ruff(context, action=["format"], fix=True)
+
+
+@task(
+    help={
+        "action": "Available values are `['lint', 'format']`. Can be used multiple times. (default: `['lint', 'format']`)",
+        "target": "File or directory to inspect, repeatable (default: all files in the project will be inspected)",
+        "fix": "Automatically fix selected actions. May not be able to fix all issues found. (default: False)",
+        "output_format": "See https://docs.astral.sh/ruff/settings/#output-format for details. (default: `concise`)",
+    },
+    iterable=["action", "target"],
+)
+def ruff(context, action=None, target=None, fix=False, output_format="concise"):
+    """Run ruff to perform code formatting and/or linting."""
+    if not action:
+        action = ["lint", "format"]
+    if not target:
+        target = ["."]
+
+    exit_code = 0
+
+    if "format" in action:
+        command = "ruff format "
+        if not fix:
+            command += "--check "
+        command += " ".join(target)
+        if not run_command(context, command):
+            exit_code = 1
+
+    if "lint" in action:
+        command = "ruff check "
+        if fix:
+            command += "--fix "
+        command += f"--output-format {output_format} "
+        command += " ".join(target)
+        if not run_command(context, command):
+            exit_code = 1
+
+    if exit_code != 0:
+        raise Exit(code=exit_code)
+
+
+@task
+def pylint(context):
+    """Run pylint for the specified name and Python version.
+
+    Args:
+        context (obj): Used to run specific commands
+    """
+    exec_cmd = 'find . -name "*.py" | grep -vE "tests/unit" | xargs pylint'
+    run_command(context, exec_cmd)
+
+
+@task
+def yamllint(context):
+    """Run yamllint to validate formatting adheres to NTC defined YAML standards.
+
+    Args:
+        context (obj): Used to run specific commands
+    """
+    exec_cmd = "yamllint ."
+    run_command(context, exec_cmd)
+
+
+@task
+def cli(context):
+    """Enter the image to perform troubleshooting or dev work.
+
+    Args:
+        context (obj): Used to run specific commands
+    """
+    dev = f"docker run -it -v {context.diffsync.pwd}:/local {context.diffsync.image_name}:{context.diffsync.image_ver} /bin/bash"
+    context.run(f"{dev}", pty=True)
+
+
+@task(
+    help={
+        "lint-only": "Only run linters; unit tests will be excluded. (default: False)",
+    }
+)
+def tests(context, lint_only=False):
+    """Run all tests for the specified name and Python version.
+
+    Args:
+        context (obj): Used to run specific commands
+        lint_only (bool): If True, only run linters and skip unit tests.
+    """
+    # If we are not running locally, start the docker containers so we don't have to for each test
+    # Sorted loosely from fastest to slowest
+    print("Running ruff...")
+    ruff(context)
+    print("Running yamllint...")
+    yamllint(context)
+    print("Running poetry check...")
+    lock(context, check=True)
+    print("Running pylint...")
+    pylint(context)
+    print("Running mkdocs...")
+    build_and_check_docs(context)
+    if not lint_only:
+        print("Running unit tests...")
+        pytest(context)
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
     print("All tests have passed!")
 
 
 @task
+<<<<<<< HEAD
 def html(context, sourcedir="docs/source", builddir="docs/build"):
     """Creates html docs using sphinx-build command.
 
@@ -327,3 +601,43 @@ def clean_docs(context, builddir="docs/build"):
     """
     print(f"Removing everything under {builddir} directory...")
     context.run("rm -rf " + builddir)
+=======
+def build_and_check_docs(context):
+    """Build documentation and test the configuration."""
+    command = "mkdocs build --no-directory-urls --strict"
+    run_command(context, command)
+
+    # Check for the existence of a release notes file for the current version if it's not a prerelease.
+    version = context.run("poetry version --short", hide=True)
+    match = re.match(r"^(\d+)\.(\d+)\.\d+$", version.stdout.strip())
+    if match:
+        major = match.group(1)
+        minor = match.group(2)
+        release_notes_file = Path(__file__).parent / "docs" / "admin" / "release_notes" / f"version_{major}.{minor}.md"
+        if not release_notes_file.exists():
+            print(f"Release notes file `version_{major}.{minor}.md` does not exist.")
+            raise Exit(code=1)
+
+
+@task
+def docs(context):
+    """Build and serve docs locally for development."""
+    exec_cmd = "mkdocs serve -v"
+    run_command(context, exec_cmd, port="8001:8001")
+
+
+@task(
+    help={
+        "version": "Version of diffsync to generate the release notes for.",
+    }
+)
+def generate_release_notes(context, version=""):
+    """Generate Release Notes using Towncrier."""
+    command = "poetry run towncrier build"
+    if version:
+        command += f" --version {version}"
+    else:
+        command += " --version `poetry version -s`"
+    # Due to issues with git repo ownership in the containers, this must always run locally.
+    context.run(command)
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
diff --git a/tests/integration/__init__.py b/tests/integration/__init__.py
index dcc64e36..925d2f7f 100644
--- a/tests/integration/__init__.py
+++ b/tests/integration/__init__.py
@@ -1,3 +1,4 @@
+<<<<<<< HEAD
 """Integration tests for DiffSync.
 
 Copyright (c) 2020 Network To Code, LLC <info@networktocode.com>
@@ -14,3 +15,6 @@
 See the License for the specific language governing permissions and
 limitations under the License.
 """
+=======
+"""Integration tests package."""
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
diff --git a/tests/unit/__init__.py b/tests/unit/__init__.py
index 8751a061..12905a59 100644
--- a/tests/unit/__init__.py
+++ b/tests/unit/__init__.py
@@ -1,3 +1,4 @@
+<<<<<<< HEAD
 """Unit tests for DiffSync.
 
 Copyright (c) 2020 Network To Code, LLC <info@networktocode.com>
@@ -14,3 +15,6 @@
 See the License for the specific language governing permissions and
 limitations under the License.
 """
+=======
+"""Unit tests package."""
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
diff --git a/tests/unit/conftest.py b/tests/unit/conftest.py
index 951943de..56ce4f00 100644
--- a/tests/unit/conftest.py
+++ b/tests/unit/conftest.py
@@ -1,3 +1,4 @@
+<<<<<<< HEAD
 """Used to setup fixtures to be used through tests.
 
 Copyright (c) 2020 Network To Code, LLC <info@networktocode.com>
@@ -486,3 +487,15 @@ def diff_element_with_children():
     parent_element.add_child(child_element_4)
 
     return parent_element
+=======
+"""Used to setup fixtures to be used through tests"""
+
+import pytest
+from click.testing import CliRunner
+
+
+@pytest.fixture
+def cli_runner():
+    """Provide CLI runner for Click tests."""
+    return CliRunner()
+>>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
diff --git a/tests/unit/test_basics.py b/tests/unit/test_basics.py
new file mode 100644
index 00000000..544fc7db
--- /dev/null
+++ b/tests/unit/test_basics.py
@@ -0,0 +1,29 @@
+"""Basic tests that do not require Diffsync."""
+
+import os
+import re
+import unittest
+
+import toml
+
+
+class TestDocsReleaseNotes(unittest.TestCase):
+    """Test that mkdocs has the release notes for the current version."""
+
+    def test_version_file_found(self):
+        """Verify that if the current version has no letters, which would see in alpha or beta has an associated release note file."""
+        parent_path = os.path.dirname(os.path.dirname(os.path.dirname(os.path.realpath(__file__))))
+        poetry_path = os.path.join(parent_path, "pyproject.toml")
+        project_version = toml.load(poetry_path)["tool"]["poetry"]["version"]
+
+        docs_path = os.path.join(parent_path, "docs")
+        release_notes_files = [file for file in os.listdir(f"{docs_path}/admin/release_notes/") if file.endswith(".md")]
+        version_pattern = re.compile(r"^(\d+)\.(\d+)\.\d+$")
+
+        match = version_pattern.match(project_version)
+        # If there is no match, then it is likely an alpha or beta version and we can skip this test.
+        if match:
+            major, minor = match.groups()
+            version_str = f"version_{major}.{minor}.md"
+            if version_str not in release_notes_files:
+                self.fail(f"Release note file for version {version_str} not found in release notes folder.")
diff --git a/tests/unit/test_cli.py b/tests/unit/test_cli.py
new file mode 100644
index 00000000..4dfc2110
--- /dev/null
+++ b/tests/unit/test_cli.py
@@ -0,0 +1,16 @@
+"""Example Test using Fixtures."""
+
+import mock
+
+from diffsync import cli
+
+
+@mock.patch("diffsync.cli.log")
+def test_cli_logging(log, cli_runner):
+    """Assert our logging gets called in CLI app."""
+    result = cli_runner.invoke(cli.main, ["--test", "ntc"])
+
+    assert result.exit_code == 0
+    assert result.output == "ntc\n"
+    log.info.assert_called()
+    log.info.assert_called_with("Entrypoint of the CLI app.")
diff --git a/tests/unit/test_logging.py b/tests/unit/test_logging.py
new file mode 100644
index 00000000..37c80ca3
--- /dev/null
+++ b/tests/unit/test_logging.py
@@ -0,0 +1,58 @@
+"""Validate diffsync logging works."""
+
+import mock
+
+import diffsync
+
+
+@mock.patch("logging.config.dictConfig")
+@mock.patch("logging.getLogger")
+def test_initialize_logging_default(get_logger, basic_cfg):
+    """Test initialize_logging using defaults."""
+    diffsync.log.initialize_logging()
+
+    basic_cfg.assert_called_once()
+    initial_call = basic_cfg.mock_calls[0].args[0]
+    assert set(initial_call.keys()) == set(["version", "disable_existing_loggers", "formatters", "handlers", "loggers"])
+    assert initial_call["handlers"]["standard"]["level"] == "INFO"
+
+    get_logger.assert_called_once()
+    assert get_logger.mock_calls[0].args == ("diffsync",)
+    assert get_logger.mock_calls[1].args == ("Logging initialized.",)
+
+
+@mock.patch("logging.config.dictConfig")
+@mock.patch("logging.getLogger")
+def test_initialize_logging_user_defined_config(get_logger, basic_cfg):
+    """Test initialize_logging with user defined config."""
+    config = {"version": 1, "disable_existing_loggers": False}
+    diffsync.log.initialize_logging(config=config)
+
+    basic_cfg.assert_called_once()
+    initial_call = basic_cfg.mock_calls[0].args[0]
+    assert initial_call == config
+
+    get_logger.assert_called_once()
+    assert get_logger.mock_calls[0].args == ("diffsync",)
+    assert get_logger.mock_calls[1].args == ("Logging initialized.",)
+
+
+@mock.patch("logging.config.dictConfig")
+@mock.patch("logging.getLogger")
+def test_initialize_logging_filename(get_logger, basic_cfg):
+    """Test initialize_logging with filename."""
+    diffsync.log.initialize_logging(filename="output.log")
+
+    basic_cfg.assert_called_once()
+    initial_call = basic_cfg.mock_calls[0].args[0]
+    assert set(initial_call.keys()) == set(["version", "disable_existing_loggers", "formatters", "handlers", "loggers"])
+    assert initial_call["handlers"]["standard"]["level"] == "INFO"
+    assert initial_call["handlers"]["file_output"]["filename"] == "output.log"
+    assert initial_call["handlers"]["file_output"]["level"] == "DEBUG"
+    assert initial_call["handlers"]["file_output"]["formatter"] == "debug"
+    assert initial_call["handlers"]["file_output"]["class"] == "logging.FileHandler"
+    assert "file_output" in initial_call["loggers"][""]["handlers"]
+
+    get_logger.assert_called_once()
+    assert get_logger.mock_calls[0].args == ("diffsync",)
+    assert get_logger.mock_calls[1].args == ("Logging initialized.",)
diff --git a/towncrier_template.j2 b/towncrier_template.j2
new file mode 100644
index 00000000..a278a37a
--- /dev/null
+++ b/towncrier_template.j2
@@ -0,0 +1,43 @@
+
+# v{{ versiondata.version.split(".")[:2] | join(".") }} Release Notes
+
+This document describes all new features and changes in the release. 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).
+
+## Release Overview
+
+- Major features or milestones
+- Changes to compatibility with Nautobot and/or other apps, libraries etc.
+
+{% if render_title %}
+## [v{{ versiondata.version }} ({{ versiondata.date }})](https://github.com/networktocode/diffsync/releases/tag/v{{ versiondata.version}})
+
+{% endif %}
+{% for section, _ in sections.items() %}
+{% if sections[section] %}
+{% for category, val in definitions.items() if category in sections[section] %}
+{% if sections[section][category]|length != 0 %}
+### {{ definitions[category]['name'] }}
+
+{% if definitions[category]['showcontent'] %}
+{% for text, values in sections[section][category].items() %}
+{% for item in text.split('\n') %}
+{% if values %}
+- {{ values|join(', ') }} - {{ item.strip() }}
+{% else %}
+- {{ item.strip() }}
+{% endif %}
+{% endfor %}
+{% endfor %}
+
+{% else %}
+- {{ sections[section][category]['']|join(', ') }}
+
+{% endif %}
+{% endif %}
+{% endfor %}
+{% else %}
+No significant changes.
+
+{% endif %}
+{% endfor %}
+

From fcff143aabf970814c093a73ab62ed31bf16a3a9 Mon Sep 17 00:00:00 2001
From: Justin Drew <2396364+jdrew82@users.noreply.github.com>
Date: Wed, 3 Dec 2025 14:16:24 -0600
Subject: [PATCH 2/7] Fix merge conflicts

---
 .github/ISSUE_TEMPLATE/bug_report.md      |  25 +-
 .github/ISSUE_TEMPLATE/feature_request.md |  20 +-
 .github/workflows/ci.yml                  | 270 +---------------------
 .readthedocs.yml                          |  20 --
 diffsync/__init__.py                      |   8 -
 5 files changed, 13 insertions(+), 330 deletions(-)

diff --git a/.github/ISSUE_TEMPLATE/bug_report.md b/.github/ISSUE_TEMPLATE/bug_report.md
index 67f5a24e..3fda266a 100644
--- a/.github/ISSUE_TEMPLATE/bug_report.md
+++ b/.github/ISSUE_TEMPLATE/bug_report.md
@@ -1,43 +1,26 @@
 ---
 name: 🐛 Bug Report
-<<<<<<< HEAD
-about: Report a reproducible bug in the current release of DiffSync
----
-
-### Environment
-* DiffSync version:  <!-- Example: 1.0.0 -->
-* Python version  <!-- Example: 3.7.7 -->
-
-<!-- What happened instead? -->
-### Observed Behavior
-=======
 about: Report a reproducible bug in the current release of diffsync
 ---
 
 ### Environment
 * Python version:  <!-- Example: 3.10 -->
-* diffsync version:  <!-- Example: 1.0.0 -->
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
+* DiffSync version:  <!-- Example: 1.0.0 -->
 
 <!-- What did you expect to happen? -->
-### Expected Behavior
 
-<<<<<<< HEAD
-=======
+### Expected Behavior
 
 <!-- What happened instead? -->
+
 ### Observed Behavior
 
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
 <!--
     Describe in detail the exact steps that someone else can take to reproduce
     this bug using the current release.
 -->
+
 ### Steps to Reproduce
 1.
 2.
-<<<<<<< HEAD
-3.
-=======
 3.
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
diff --git a/.github/ISSUE_TEMPLATE/feature_request.md b/.github/ISSUE_TEMPLATE/feature_request.md
index 61435d2e..fb4e5276 100644
--- a/.github/ISSUE_TEMPLATE/feature_request.md
+++ b/.github/ISSUE_TEMPLATE/feature_request.md
@@ -1,36 +1,22 @@
 ---
 name: ✨ Feature Request
 about: Propose a new feature or enhancement
-<<<<<<< HEAD
 ---
 
 ### Environment
-* DiffSync version:  <!-- Example: 1.0.0 -->
-=======
-
----
 
-### Environment
-* diffsync version:  <!-- Example: 1.0.0 -->
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
+* DiffSync version:  <!-- Example: 1.0.0 -->
 
 <!--
     Describe in detail the new functionality you are proposing.
 -->
-### Proposed Functionality
 
-<<<<<<< HEAD
+### Proposed Functionality
 
-=======
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
 <!--
     Convey an example use case for your proposed feature. Write from the
     perspective of a user who would benefit from the proposed
     functionality and describe how.
-<<<<<<< HEAD
 -->
-=======
---->
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
-### Use Case
 
+### Use Case
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 71b4f046..259fea3f 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -1,270 +1,13 @@
 ---
 name: "CI"
-concurrency:  # Cancel any existing runs of this workflow for this same PR
+concurrency: # Cancel any existing runs of this workflow for this same PR
   group: "${{ github.workflow }}-${{ github.ref }}"
   cancel-in-progress: true
-<<<<<<< HEAD
-on:  # yamllint disable
-=======
-on:  # yamllint disable-line rule:truthy rule:comments
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
+on: # yamllint disable-line rule:truthy rule:comments
   push:
     branches:
       - "main"
       - "develop"
-<<<<<<< HEAD
-    tags:
-      - "v*"
-  pull_request: ~
-jobs:
-  validate_renovate:
-    runs-on: "ubuntu-24.04"
-    steps:
-      - name: "Check out repository code"
-        uses: "actions/checkout@v2"
-      - name: "Validate renovate configuration"
-        uses: "rinchsan/renovate-config-validator@v0.0.11"
-        with:
-          pattern: "renovate.json"
-  black:
-    runs-on: "ubuntu-24.04"
-    env:
-      INVOKE_LOCAL: "True"
-    steps:
-      - name: "Check out repository code"
-        uses: "actions/checkout@v2"
-      - name: "Setup environment"
-        uses: "networktocode/gh-action-setup-poetry-environment@v6"
-        with:
-          poetry-version: "1.8.5"
-      - name: "Linting: black"
-        run: "poetry run invoke black"
-  bandit:
-    runs-on: "ubuntu-24.04"
-    env:
-      INVOKE_LOCAL: "True"
-    steps:
-      - name: "Check out repository code"
-        uses: "actions/checkout@v2"
-      - name: "Setup environment"
-        uses: "networktocode/gh-action-setup-poetry-environment@v6"
-        with:
-          poetry-version: "1.8.5"
-      - name: "Linting: bandit"
-        run: "poetry run invoke bandit"
-    needs:
-      - "black"
-  pydocstyle:
-    runs-on: "ubuntu-24.04"
-    env:
-      INVOKE_LOCAL: "True"
-    steps:
-      - name: "Check out repository code"
-        uses: "actions/checkout@v2"
-      - name: "Setup environment"
-        uses: "networktocode/gh-action-setup-poetry-environment@v6"
-        with:
-          poetry-version: "1.8.5"
-      - name: "Linting: pydocstyle"
-        run: "poetry run invoke pydocstyle"
-    needs:
-      - "black"
-  flake8:
-    runs-on: "ubuntu-24.04"
-    env:
-      INVOKE_LOCAL: "True"
-    steps:
-      - name: "Check out repository code"
-        uses: "actions/checkout@v2"
-      - name: "Setup environment"
-        uses: "networktocode/gh-action-setup-poetry-environment@v6"
-        with:
-          poetry-version: "1.8.5"
-      - name: "Linting: flake8"
-        run: "poetry run invoke flake8"
-    needs:
-      - "black"
-  mypy:
-    runs-on: "ubuntu-24.04"
-    env:
-      INVOKE_LOCAL: "True"
-    steps:
-      - name: "Check out repository code"
-        uses: "actions/checkout@v2"
-      - name: "Setup environment"
-        uses: "networktocode/gh-action-setup-poetry-environment@v6"
-        with:
-          poetry-version: "1.8.5"
-      - name: "Linting: mypy"
-        run: "poetry run invoke mypy"
-    needs:
-      - "black"
-  yamllint:
-    runs-on: "ubuntu-24.04"
-    env:
-      INVOKE_LOCAL: "True"
-    steps:
-      - name: "Check out repository code"
-        uses: "actions/checkout@v2"
-      - name: "Setup environment"
-        uses: "networktocode/gh-action-setup-poetry-environment@v6"
-        with:
-          poetry-version: "1.8.5"
-      - name: "Linting: yamllint"
-        run: "poetry run invoke yamllint"
-    needs:
-      - "black"
-  build:
-    runs-on: "ubuntu-24.04"
-    steps:
-      - name: "Check out repository code"
-        uses: "actions/checkout@v2"
-      - name: "Setup environment"
-        uses: "networktocode/gh-action-setup-poetry-environment@v6"
-        with:
-          poetry-version: "1.8.5"
-      - name: "Build Container"
-        run: "poetry run invoke build"
-    needs:
-      - "bandit"
-      - "pydocstyle"
-      - "flake8"
-      - "yamllint"
-      - "mypy"
-  pylint:
-    runs-on: "ubuntu-24.04"
-    steps:
-      - name: "Check out repository code"
-        uses: "actions/checkout@v2"
-      - name: "Setup environment"
-        uses: "networktocode/gh-action-setup-poetry-environment@v6"
-        with:
-          poetry-version: "1.8.5"
-      - name: "Build Container"
-        run: "poetry run invoke build"
-      - name: "Linting: Pylint"
-        run: "poetry run invoke pylint"
-    needs:
-      - "build"
-  unittest:
-    strategy:
-      fail-fast: true
-      matrix:
-        python-version: ["3.9", "3.10", "3.11"]
-        poetry-version: ["1.8.5"]
-    runs-on: "ubuntu-24.04"
-    env:
-      PYTHON_VER: "${{ matrix.python-version }}"
-    steps:
-      - name: "Check out repository code"
-        uses: "actions/checkout@v2"
-      - name: "Setup environment"
-        uses: "networktocode/gh-action-setup-poetry-environment@3ea5d3ecf382cdcb0c74d4c0ff0629d95fce63c7"
-        env:
-          POETRY_VERSION: 1.8.5
-        with:
-          python-version: "${{ matrix.python-version }}"
-          poetry-version: "${{ matrix.poetry-version }}"
-      - name: "Install redis"
-        run: "sudo apt-get install -y redis"
-      - name: "Run poetry Install"
-        run: "poetry install"
-      - name: "Run Tests"
-        run: "poetry run invoke pytest --local"
-    needs:
-      - "pylint"
-  publish_gh:
-    name: "Publish to GitHub"
-    runs-on: "ubuntu-24.04"
-    if: "startsWith(github.ref, 'refs/tags/v')"
-    steps:
-      - name: "Check out repository code"
-        uses: "actions/checkout@v2"
-      - name: "Set up Python"
-        uses: "actions/setup-python@v2"
-        with:
-          python-version: "3.9"
-      - name: "Install Python Packages"
-        run: "pip install poetry"
-      - name: "Set env"
-        run: "echo RELEASE_VERSION=${GITHUB_REF:10} >> $GITHUB_ENV"
-      - name: "Run Poetry Version"
-        run: "poetry version $RELEASE_VERSION"
-      - name: "Run Poetry Build"
-        run: "poetry build"
-      - name: "Upload binaries to release"
-        uses: "svenstaro/upload-release-action@v2"
-        with:
-          repo_token: "${{ secrets.NTC_GITHUB_TOKEN }}"
-          file: "dist/*"
-          tag: "${{ github.ref }}"
-          overwrite: true
-          file_glob: true
-    needs:
-      - "unittest"
-  publish_pypi:
-    name: "Push Package to PyPI"
-    runs-on: "ubuntu-24.04"
-    if: "startsWith(github.ref, 'refs/tags/v')"
-    steps:
-      - name: "Check out repository code"
-        uses: "actions/checkout@v2"
-      - name: "Set up Python"
-        uses: "actions/setup-python@v2"
-        with:
-          python-version: "3.9"
-      - name: "Install Python Packages"
-        run: "pip install poetry"
-      - name: "Set env"
-        run: "echo RELEASE_VERSION=${GITHUB_REF:10} >> $GITHUB_ENV"
-      - name: "Run Poetry Version"
-        run: "poetry version $RELEASE_VERSION"
-      - name: "Run Poetry Build"
-        run: "poetry build"
-      - name: "Push to PyPI"
-        uses: "pypa/gh-action-pypi-publish@release/v1"
-        with:
-          user: "__token__"
-          password: "${{ secrets.PYPI_API_TOKEN }}"
-    needs:
-      - "unittest"
-  slack-notify:
-    needs:
-      - "publish_gh"
-      - "publish_pypi"
-    name: "Send notification to the Slack"
-    runs-on: "ubuntu-24.04"
-    env:
-      SLACK_WEBHOOK_URL: "${{ secrets.SLACK_WEBHOOK_URL }}"
-      SLACK_MESSAGE: >-
-        *NOTIFICATION: NEW-RELEASE-PUBLISHED*\n
-        Repository: <${{ github.server_url }}/${{ github.repository }}|${{ github.repository }}>\n
-        Release: <${{ github.server_url }}/${{ github.repository }}/releases/tag/${{ github.ref_name }}|${{ github.ref_name }}>\n
-        Published by: <${{ github.server_url }}/${{ github.actor }}|${{ github.actor }}>
-    steps:
-      - name: "Send a notification to Slack"
-        # ENVs cannot be used directly in job.if. This is a workaround to check
-        # if SLACK_WEBHOOK_URL is present.
-        if: "${{ env.SLACK_WEBHOOK_URL != '' }}"
-        uses: "slackapi/slack-github-action@v1.23.0"
-        with:
-          payload: |
-            {
-              "text": "${{ env.SLACK_MESSAGE }}",
-              "blocks": [
-                {
-                  "type": "section",
-                  "text": {
-                    "type": "mrkdwn",
-                    "text": "${{ env.SLACK_MESSAGE }}"
-                  }
-                }
-              ]
-            }
-        env:
-          SLACK_WEBHOOK_URL: "${{ secrets.SLACK_WEBHOOK_URL }}"
-          SLACK_WEBHOOK_TYPE: "INCOMING_WEBHOOK"
-=======
   pull_request: ~
 
 env:
@@ -362,9 +105,9 @@ jobs:
         run: "echo INVOKE_DIFFSYNC_IMAGE_VER=`poetry version -s`-py$${{ matrix.python-version }} >> $GITHUB_ENV"
       - name: "Set up Docker Buildx"
         id: "buildx"
-        uses: "docker/setup-buildx-action@b5ca514318bd6ebac0fb2aedd5d36ec1b5c232a2"  # v3.10.0
+        uses: "docker/setup-buildx-action@b5ca514318bd6ebac0fb2aedd5d36ec1b5c232a2" # v3.10.0
       - name: "Build"
-        uses: "docker/build-push-action@ca052bb54ab0790a636c9b5f226502c73d547a25"  # v5.4.0
+        uses: "docker/build-push-action@ca052bb54ab0790a636c9b5f226502c73d547a25" # v5.4.0
         with:
           builder: "${{ steps.buildx.outputs.name }}"
           context: "./"
@@ -399,9 +142,9 @@ jobs:
         run: "echo INVOKE_DIFFSYNC_IMAGE_VER=`poetry version -s`-py${{ matrix.python-version }} >> $GITHUB_ENV"
       - name: "Set up Docker Buildx"
         id: "buildx"
-        uses: "docker/setup-buildx-action@b5ca514318bd6ebac0fb2aedd5d36ec1b5c232a2"  # v3.10.0
+        uses: "docker/setup-buildx-action@b5ca514318bd6ebac0fb2aedd5d36ec1b5c232a2" # v3.10.0
       - name: "Build"
-        uses: "docker/build-push-action@ca052bb54ab0790a636c9b5f226502c73d547a25"  # v5.4.0
+        uses: "docker/build-push-action@ca052bb54ab0790a636c9b5f226502c73d547a25" # v5.4.0
         with:
           builder: "${{ steps.buildx.outputs.name }}"
           context: "./"
@@ -433,4 +176,3 @@ jobs:
         run: |
           git fetch --no-tags origin +refs/heads/${{ github.base_ref }}:refs/remotes/origin/${{ github.base_ref }}
           poetry run towncrier check --compare-with origin/${{ github.base_ref }}
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
diff --git a/.readthedocs.yml b/.readthedocs.yml
index 1ffd4928..36f32f00 100644
--- a/.readthedocs.yml
+++ b/.readthedocs.yml
@@ -1,23 +1,4 @@
 ---
-<<<<<<< HEAD
-version: 2
-
-sphinx:
-  builder: "html"
-  configuration: "docs/source/conf.py"
-  fail_on_warning: false
-
-build:
-  os: "ubuntu-22.04"
-  tools:
-    python: "3.11"
-
-python:
-  install:
-    - requirements: "docs/requirements.txt"
-    - method: "pip"
-      path: "."
-=======
 # .readthedocs.yaml
 # Read the Docs configuration file
 # See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
@@ -44,4 +25,3 @@ build:
 mkdocs:
   configuration: "mkdocs.yml"
   fail_on_warning: true
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
diff --git a/diffsync/__init__.py b/diffsync/__init__.py
index e2e7961a..6172824a 100644
--- a/diffsync/__init__.py
+++ b/diffsync/__init__.py
@@ -1,4 +1,3 @@
-<<<<<<< HEAD
 """DiffSync front-end classes and logic.
 
 Copyright (c) 2020-2021 Network To Code, LLC <info@networktocode.com>
@@ -911,10 +910,3 @@ class DiffSync(Adapter):
 
 # DiffSyncModel references Adapter and Adapter references DiffSyncModel. Break the typing loop:
 DiffSyncModel.model_rebuild()
-=======
-"""Initialization file for library."""
-
-from importlib import metadata
-
-__version__ = metadata.version(__name__)
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)

From f98eaf904dad1fd4115a939a594f3029029a62c0 Mon Sep 17 00:00:00 2001
From: Justin Drew <2396364+jdrew82@users.noreply.github.com>
Date: Wed, 3 Dec 2025 15:21:52 -0600
Subject: [PATCH 3/7] Fixes for merge conflicts

---
 .bandit.yml        |    5 -
 .flake8            |    5 -
 .github/CODEOWNERS |    4 -
 .pydocstyle.ini    |    5 -
 .yamllint.yml      |    7 -
 Dockerfile         |   25 -
 LICENSE            |   12 -
 README.md          |   77 +-
 diffsync/api.py    |    3 -
 diffsync/cli.py    |   27 -
 mkdocs.yml         |    4 +-
 poetry.lock        | 1798 +++++++++++++-------------------------------
 pyproject.toml     |  119 +--
 renovate.json      |   26 +-
 tasks.py           |  316 --------
 15 files changed, 583 insertions(+), 1850 deletions(-)
 delete mode 100644 .bandit.yml
 delete mode 100644 .flake8
 delete mode 100644 .pydocstyle.ini
 delete mode 100644 diffsync/api.py
 delete mode 100644 diffsync/cli.py

diff --git a/.bandit.yml b/.bandit.yml
deleted file mode 100644
index 55c6741b..00000000
--- a/.bandit.yml
+++ /dev/null
@@ -1,5 +0,0 @@
----
-skips: []
-# No need to check for security issues in the test scripts!
-exclude_dirs:
-  - "./tests/"
diff --git a/.flake8 b/.flake8
deleted file mode 100644
index f1227b1f..00000000
--- a/.flake8
+++ /dev/null
@@ -1,5 +0,0 @@
-[flake8]
-# E501: Line length is enforced by Black, so flake8 doesn't need to check it
-# W503: Black disagrees with this rule, as does PEP 8; Black wins
-ignore = E501, W503
-exclude = .venv
\ No newline at end of file
diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS
index 04ff9691..a78de979 100644
--- a/.github/CODEOWNERS
+++ b/.github/CODEOWNERS
@@ -1,6 +1,2 @@
-<<<<<<< HEAD
-# Default owners for all files in this repository
-=======
 # Default owner(s) of all files in this repository
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
 * @glennmatthews @michalis1 @jdrew82
diff --git a/.pydocstyle.ini b/.pydocstyle.ini
deleted file mode 100644
index 45dfcef9..00000000
--- a/.pydocstyle.ini
+++ /dev/null
@@ -1,5 +0,0 @@
-[pydocstyle]
-convention = google
-inherit = false
-match = (?!__init__).*\.py
-match-dir = (?!tests)[^\.].*
\ No newline at end of file
diff --git a/.yamllint.yml b/.yamllint.yml
index b5c147b4..b68ca0f5 100644
--- a/.yamllint.yml
+++ b/.yamllint.yml
@@ -1,20 +1,13 @@
 ---
 extends: "default"
 rules:
-<<<<<<< HEAD
-  comments: "enable"
-=======
   comments:
     min-spaces-from-content: 1
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
   empty-values: "enable"
   indentation:
     indent-sequences: "consistent"
   line-length: "disable"
   quoted-strings:
     quote-type: "double"
-<<<<<<< HEAD
-=======
 ignore: |
   .venv/
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
diff --git a/Dockerfile b/Dockerfile
index 9d6293bc..3c1fdca0 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,27 +1,3 @@
-<<<<<<< HEAD
-ARG PYTHON_VER
-
-FROM python:${PYTHON_VER}-slim
-
-RUN apt-get update && apt-get install -y --no-install-recommends \
-  build-essential \
-  redis \
-  && rm -rf /var/lib/apt/lists/*
-
-RUN pip install --upgrade pip \
-  && pip install poetry==1.5.1
-
-
-WORKDIR /local
-COPY pyproject.toml /local
-COPY poetry.lock /local
-
-RUN poetry config virtualenvs.create false \
-  && poetry install --no-interaction --no-ansi --no-root
-
-COPY . /local
-RUN poetry install --no-interaction --no-ansi 
-=======
 ARG PYTHON_VER="3.10"
 
 FROM python:${PYTHON_VER}-slim
@@ -48,4 +24,3 @@ COPY . /local
 
 # Install the app
 RUN poetry install --with dev --all-extras
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
diff --git a/LICENSE b/LICENSE
index 41d123df..e923d125 100644
--- a/LICENSE
+++ b/LICENSE
@@ -1,14 +1,3 @@
-<<<<<<< HEAD
-Copyright 2020-2023 Network to Code <info@networktocode.com>
-Network to Code, LLC
-
-Licensed under the Apache License, Version 2.0 (the "License");
-you may not use this file except in compliance with the License.
-
-You may obtain a copy of the License at
-
-   http://www.apache.org/licenses/LICENSE-2.0
-=======
 Apache Software License 2.0
 
 Copyright (c) 2025, Network to Code, LLC
@@ -18,7 +7,6 @@ you may not use this file except in compliance with the License.
 You may obtain a copy of the License at
 
 http://www.apache.org/licenses/LICENSE-2.0
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
 
 Unless required by applicable law or agreed to in writing, software
 distributed under the License is distributed on an "AS IS" BASIS,
diff --git a/README.md b/README.md
index 3489e4ab..5815cfd8 100644
--- a/README.md
+++ b/README.md
@@ -1,11 +1,10 @@
-<<<<<<< HEAD
 # DiffSync
 
 DiffSync is a utility library that can be used to compare and synchronize different datasets.
 
 For example, it can be used to compare a list of devices from 2 inventory systems and, if required, synchronize them in either direction.
 
-# Primary Use Cases
+## Primary Use Cases
 
 DiffSync is at its most useful when you have multiple sources or sets of data to compare and/or synchronize, and especially if any of the following are true:
 
@@ -14,7 +13,7 @@ DiffSync is at its most useful when you have multiple sources or sets of data to
 - If various types of data in your data set naturally form a tree-like or parent-child relationship with other data.
 - If the different data sets have some attributes in common and other attributes that are exclusive to one or the other.
 
-# Overview of DiffSync
+## Overview of DiffSync
 
 DiffSync acts as an intermediate translation layer between all of the data sets you are diffing and/or syncing. In practical terms, this means that to use DiffSync, you will define a set of data models as well as the “adapters” needed to translate between each base data source and the data model. In Python terms, the adapters will be subclasses of the `Adapter` class, and each data model class will be a subclass of the `DiffSyncModel` class.
 
@@ -29,7 +28,7 @@ You can also ask DiffSync to “sync” one data set onto the other, and it will
 
 ![DiffSync Sync](https://raw.githubusercontent.com/networktocode/diffsync/develop/docs/images/diffsync_sync.png "DiffSync Sync")
 
-# Simple Example
+## Simple Example
 
 ```python
 A = DiffSyncSystemA()
@@ -51,74 +50,43 @@ A.sync_to(B)
 
 > You may wish to peruse the `diffsync` [GitHub topic](https://github.com/topics/diffsync) for examples of projects using this library.
 
-# Documentation
+## Documentation
 
-The documentation is available [on Read The Docs](https://diffsync.readthedocs.io/en/latest/index.html).
+Full documentation for this library can be found over on the [Diffsync Docs](https://diffsync.readthedocs.io/) website:
 
-# Installation
+- [User Guide](https://diffsync.readthedocs.io/user/app_overview/) - Overview, Using the Library, Getting Started.
+- [Administrator Guide](https://diffsync.readthedocs.io/admin/install/) - How to Install, Configure, Upgrade, or Uninstall the Library.
+- [Developer Guide](https://diffsync.readthedocs.io/dev/contributing/) - Extending the Library, Code Reference, Contribution Guide.
+- [Release Notes / Changelog](https://diffsync.readthedocs.io/admin/release_notes/).
+- [Frequently Asked Questions](https://diffsync.readthedocs.io/user/faq/).
 
-### Option 1: Install from PyPI.
+## Installation
 
-```
-$ pip install diffsync
+### Option 1: Install from PyPI
+
+```shell
+pip install diffsync
 ```
 
 ### Option 2: Install from a GitHub branch, such as main as shown below.
+
+```shell
+pip install git+https://github.com/networktocode/diffsync.git@main
 ```
-$ pip install git+https://github.com/networktocode/diffsync.git@main
-```
 
-# Contributing
+## Contributing
+
 Pull requests are welcomed and automatically built and tested against multiple versions of Python through GitHub Actions.
 
 The project is following Network to Code software development guidelines and is leveraging the following:
 
-- Black, Pylint, Bandit, flake8, and pydocstyle, mypy for Python linting, formatting and type hint checking.
+- Ruff, mypy for Python linting, formatting and type hint checking.
 - pytest, coverage, and unittest for unit tests.
 
 You can ensure your contribution adheres to these checks by running `invoke tests` from the CLI.
 The command `invoke build` builds a docker container with all the necessary dependencies (including the redis backend) locally to facilitate the execution of these tests.
 
-# Questions
-Please see the [documentation](https://diffsync.readthedocs.io/en/latest/index.html) for detailed documentation on how to use `diffsync`. For any additional questions or comments, feel free to swing by the [Network to Code slack channel](https://networktocode.slack.com/) (channel #networktocode). Sign up [here](http://slack.networktocode.com/)
-=======
-# Diffsync
-
-<!--
-Developer Note - Remove Me!
-
-The README will have certain links/images broken until the PR is merged into `develop`. Update the GitHub links with whichever branch you're using (main etc.) if different.
-
-The logo of the project is a placeholder (docs/images/icon-diffsync.png) - please replace it with your app icon, making sure it's at least 200x200px and has a transparent background!
-
-To avoid extra work and temporary links, make sure that publishing docs (or merging a PR) is done at the same time as setting up the docs site on RTD, then test everything.
--->
-
-<p align="center">
-  <img src="https://raw.githubusercontent.com/networktocode/diffsync/develop/docs/images/icon-Diffsync.png" class="logo" height="200px">
-  <br>
-  <a href="https://github.com/networktocode/diffsync/actions"><img src="https://github.com/networktocode/diffsync/actions/workflows/ci.yml/badge.svg?branch=main"></a>
-  <a href="https://diffsync.readthedocs.io/en/latest/"><img src="https://readthedocs.org/projects/diffsync/badge/"></a>
-  <a href="https://pypi.org/project/diffsync/"><img src="https://img.shields.io/pypi/v/diffsync"></a>
-  <a href="https://pypi.org/project/diffsync/"><img src="https://img.shields.io/pypi/dm/diffsync"></a>
-  <br>
-</p>
-
-## Overview
-
-> Developer Note: Add a long (2-3 paragraphs) description of what the library does, what problems it solves, etc.
-
-## Documentation
-
-Full documentation for this library can be found over on the [Diffsync Docs](https://diffsync.readthedocs.io/) website:
-
-- [User Guide](https://diffsync.readthedocs.io/user/app_overview/) - Overview, Using the Library, Getting Started.
-- [Administrator Guide](https://diffsync.readthedocs.io/admin/install/) - How to Install, Configure, Upgrade, or Uninstall the Library.
-- [Developer Guide](https://diffsync.readthedocs.io/dev/contributing/) - Extending the Library, Code Reference, Contribution Guide.
-- [Release Notes / Changelog](https://diffsync.readthedocs.io/admin/release_notes/).
-- [Frequently Asked Questions](https://diffsync.readthedocs.io/user/faq/).
-
-### Contributing to the Documentation
+## Contributing to the Documentation
 
 You can find all the Markdown source for the App documentation under the [`docs`](https://github.com/networktocode/diffsync/tree/develop/docs) folder in this repository. For simple edits, a Markdown capable editor is sufficient: clone the repository and edit away.
 
@@ -129,4 +97,3 @@ Any PRs with fixes or improvements are very welcome!
 ## Questions
 
 For any questions or comments, please check the [FAQ](https://diffsync.readthedocs.io/en/latest/user/faq/) first. Feel free to also swing by the [Network to Code Slack](https://networktocode.slack.com/) (channel `#networktocode`), sign up [here](http://slack.networktocode.com/) if you don't have an account.
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
diff --git a/diffsync/api.py b/diffsync/api.py
deleted file mode 100644
index a92b3f3b..00000000
--- a/diffsync/api.py
+++ /dev/null
@@ -1,3 +0,0 @@
-"""Example API."""
-
-# Fill in with information regarding Python API for project
diff --git a/diffsync/cli.py b/diffsync/cli.py
deleted file mode 100644
index 107596be..00000000
--- a/diffsync/cli.py
+++ /dev/null
@@ -1,27 +0,0 @@
-"""Example cli using click."""
-
-import logging
-
-import click
-
-from diffsync.log import initialize_logging
-
-# Import necessary project related things to use in CLI
-
-log = logging.getLogger(__name__)
-
-
-@click.command()
-@click.option("--test", default="Test Output", help="Test argument")
-@click.option(
-    "--log-level",
-    default="INFO",
-    type=click.Choice(["NOTSET", "DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"]),
-    help="Logging level",
-)
-@click.option("--log-file", default=None, help="Log file to output to debug logs to.")
-def main(test, log_level, log_file):
-    """Entrypoint into CLI app."""
-    initialize_logging(level=log_level, filename=log_file)
-    log.info("Entrypoint of the CLI app.")
-    print(test)
diff --git a/mkdocs.yml b/mkdocs.yml
index 90d3cb8b..781e297f 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -2,7 +2,7 @@
 dev_addr: "127.0.0.1:8001"
 edit_uri: "edit/main/diffsync/docs"
 site_dir: "diffsync/static/diffsync/docs"
-site_name: "Diffsync Documentation"
+site_name: "DiffSync Documentation"
 site_url: "https://diffsync.readthedocs.io/en/latest/"
 repo_url: "https://github.com/networktocode/diffsync"
 copyright: "Copyright &copy; The Authors"
@@ -99,7 +99,7 @@ plugins:
       scripts:
         - "docs/generate_code_reference_pages.py"
   - "glightbox":
-      manual: true  # See https://blueswen.github.io/mkdocs-glightbox/flexibility/enable-by-image-or-page/
+      manual: true # See https://blueswen.github.io/mkdocs-glightbox/flexibility/enable-by-image-or-page/
   - "section-index"
   - "mkdocstrings":
       default_handler: "python"
diff --git a/poetry.lock b/poetry.lock
index edfd5be5..cbae7a90 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,17 +1,5 @@
 # This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
 
-[[package]]
-name = "alabaster"
-version = "0.7.16"
-description = "A light, configurable Sphinx theme"
-optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
-files = [
-    {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"},
-    {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
-]
-
 [[package]]
 name = "annotated-types"
 version = "0.7.0"
@@ -31,7 +19,6 @@ description = "An abstract syntax tree for Python with inference support."
 optional = false
 python-versions = ">=3.9.0"
 groups = ["dev"]
-markers = "python_version < \"3.11\""
 files = [
     {file = "astroid-3.3.11-py3-none-any.whl", hash = "sha256:54c760ae8322ece1abd213057c4b5bba7c49818853fc901ef09719a60dbf9dec"},
     {file = "astroid-3.3.11.tar.gz", hash = "sha256:1e5a5011af2920c7c67a53f65d536d65bfa7116feeaf2354d8b94f29573bb0ce"},
@@ -40,150 +27,73 @@ files = [
 [package.dependencies]
 typing-extensions = {version = ">=4", markers = "python_version < \"3.11\""}
 
-[[package]]
-name = "astroid"
-version = "4.0.2"
-description = "An abstract syntax tree for Python with inference support."
-optional = false
-python-versions = ">=3.10.0"
-groups = ["dev"]
-markers = "python_version >= \"3.11\""
-files = [
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-]
-
 [[package]]
 name = "async-timeout"
 version = "5.0.1"
 description = "Timeout context manager for asyncio programs"
-optional = false
+optional = true
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main"]
+markers = "python_full_version <= \"3.11.2\" and extra == \"redis\""
 files = [
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-markers = {main = "extra == \"redis\" and python_full_version <= \"3.11.2\"", dev = "python_full_version <= \"3.11.2\""}
-
-[[package]]
-name = "babel"
-version = "2.17.0"
-description = "Internationalization utilities"
-optional = false
-python-versions = ">=3.8"
-groups = ["dev"]
-files = [
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-]
-
-[package.extras]
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 [[package]]
-name = "bandit"
-version = "1.8.6"
-description = "Security oriented static analyser for python code."
+name = "attrs"
+version = "23.2.0"
+description = "Classes Without Boilerplate"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.7"
 groups = ["dev"]
-markers = "python_version < \"3.11\""
 files = [
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 ]
 
-[package.dependencies]
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-PyYAML = ">=5.3.1"
-rich = "*"
-stevedore = ">=1.20.0"
-
 [package.extras]
-baseline = ["GitPython (>=3.1.30)"]
-sarif = ["jschema-to-python (>=1.2.3)", "sarif-om (>=1.0.4)"]
-test = ["beautifulsoup4 (>=4.8.0)", "coverage (>=4.5.4)", "fixtures (>=3.0.0)", "flake8 (>=4.0.0)", "pylint (==1.9.4)", "stestr (>=2.5.0)", "testscenarios (>=0.5.0)", "testtools (>=2.3.0)"]
-toml = ["tomli (>=1.1.0) ; python_version < \"3.11\""]
-yaml = ["PyYAML"]
+cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
+dev = ["attrs[tests]", "pre-commit"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
+tests = ["attrs[tests-no-zope]", "zope-interface"]
+tests-mypy = ["mypy (>=1.6) ; platform_python_implementation == \"CPython\" and python_version >= \"3.8\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.8\""]
+tests-no-zope = ["attrs[tests-mypy]", "cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
 
 [[package]]
-name = "bandit"
-version = "1.9.2"
-description = "Security oriented static analyser for python code."
+name = "babel"
+version = "2.17.0"
+description = "Internationalization utilities"
 optional = false
-python-versions = ">=3.10"
-groups = ["dev"]
-markers = "python_version >= \"3.11\""
+python-versions = ">=3.8"
+groups = ["docs"]
 files = [
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-    {file = "bandit-1.9.2.tar.gz", hash = "sha256:32410415cd93bf9c8b91972159d5cf1e7f063a9146d70345641cd3877de348ce"},
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-[package.dependencies]
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-rich = "*"
-stevedore = ">=1.20.0"
-
 [package.extras]
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-toml = ["tomli (>=1.1.0) ; python_version < \"3.11\""]
-yaml = ["PyYAML"]
+dev = ["backports.zoneinfo ; python_version < \"3.9\"", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata ; sys_platform == \"win32\""]
 
 [[package]]
-name = "black"
-version = "25.11.0"
-description = "The uncompromising code formatter."
+name = "backrefs"
+version = "5.9"
+description = "A wrapper around re and regex that adds additional back references."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["docs"]
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-[package.dependencies]
-click = ">=8.0.0"
-mypy-extensions = ">=0.4.3"
-packaging = ">=22.0"
-pathspec = ">=0.9.0"
-platformdirs = ">=2"
-pytokens = ">=0.3.0"
-tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
-
 [package.extras]
-colorama = ["colorama (>=0.4.3)"]
-d = ["aiohttp (>=3.10)"]
-jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
-uvloop = ["uvloop (>=0.15.2)"]
+extras = ["regex"]
 
 [[package]]
 name = "certifi"
@@ -191,117 +101,19 @@ version = "2025.10.5"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
+groups = ["docs"]
 files = [
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 ]
 
-[[package]]
-name = "cffi"
-version = "2.0.0"
-description = "Foreign Function Interface for Python calling C code."
-optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
-markers = "platform_python_implementation != \"PyPy\""
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-    {file = "docutils-0.19.tar.gz", hash = "sha256:33995a6753c30b7f577febfc2c50411fec6aac7f7ffeb7c4cfe5991072dcf9e6"},
-]
-
 [[package]]
 name = "exceptiongroup"
 version = "1.3.0"
@@ -819,7 +351,7 @@ description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 groups = ["dev"]
-markers = "python_version < \"3.11\""
+markers = "python_version == \"3.10\""
 files = [
     {file = "exceptiongroup-1.3.0-py3-none-any.whl", hash = "sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10"},
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@@ -832,73 +364,64 @@ typing-extensions = {version = ">=4.6.0", markers = "python_version < \"3.13\""}
 test = ["pytest (>=6)"]
 
 [[package]]
-name = "flake8"
-version = "7.3.0"
-description = "the modular source code checker: pep8 pyflakes and co"
+name = "ghp-import"
+version = "2.1.0"
+description = "Copy your docs directly to the gh-pages branch."
 optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
+python-versions = "*"
+groups = ["docs"]
 files = [
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-pycodestyle = ">=2.14.0,<2.15.0"
-pyflakes = ">=3.4.0,<3.5.0"
+python-dateutil = ">=2.8.1"
+
+[package.extras]
+dev = ["flake8", "markdown", "twine", "wheel"]
 
 [[package]]
-name = "idna"
-version = "3.10"
-description = "Internationalized Domain Names in Applications (IDNA)"
+name = "griffe"
+version = "1.1.1"
+description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
 optional = false
-python-versions = ">=3.6"
-groups = ["dev"]
+python-versions = ">=3.8"
+groups = ["docs"]
 files = [
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 ]
 
-[package.extras]
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+[package.dependencies]
+colorama = ">=0.4"
 
 [[package]]
-name = "imagesize"
-version = "1.4.1"
-description = "Getting image size from png/jpeg/jpeg2000/gif file"
+name = "hjson"
+version = "3.1.0"
+description = "Hjson, a user interface for JSON."
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-groups = ["dev"]
+python-versions = "*"
+groups = ["docs"]
 files = [
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 ]
 
 [[package]]
-name = "importlib-metadata"
-version = "8.7.0"
-description = "Read metadata from Python packages"
+name = "idna"
+version = "3.10"
+description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
-markers = "python_version == \"3.9\""
+python-versions = ">=3.6"
+groups = ["docs"]
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-[package.dependencies]
-zipp = ">=3.20"
-
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
-cover = ["pytest-cov"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
-perf = ["ipython"]
-test = ["flufl.flake8", "importlib_resources (>=1.3) ; python_version < \"3.9\"", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
-type = ["pytest-mypy"]
+all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
 
 [[package]]
 name = "iniconfig"
@@ -936,9 +459,6 @@ files = [
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 ]
 
-[package.dependencies]
-importlib-metadata = {version = ">=4.6.0", markers = "python_version < \"3.10\""}
-
 [package.extras]
 colors = ["colorama"]
 plugins = ["setuptools"]
@@ -949,7 +469,7 @@ version = "3.1.6"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
+groups = ["dev", "docs"]
 files = [
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@@ -962,157 +482,52 @@ MarkupSafe = ">=2.0"
 i18n = ["Babel (>=2.7)"]
 
 [[package]]
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-version = "0.6.3"
-description = "Mypyc runtime library"
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-python-versions = ">=3.9"
-groups = ["dev"]
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-
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-description = "Markdown and reStructuredText in a single file."
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-benchmarking = ["psutil", "pytest", "pytest-benchmark"]
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-testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions", "requests"]
+markdown = ">=3.3.7,<4.0.0"
 
 [[package]]
 name = "markupsafe"
@@ -1120,7 +535,7 @@ version = "3.0.3"
 description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["dev", "docs"]
 files = [
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@@ -1226,250 +641,341 @@ files = [
 ]
 
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-groups = ["dev"]
+python-versions = ">=3.6"
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+watchdog = ">=2.0"
+
+[package.extras]
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-tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typing_extensions = ">=4.6.0"
-
-[package.extras]
-dmypy = ["psutil (>=4.0)"]
-faster-cache = ["orjson"]
-install-types = ["pip"]
-mypyc = ["setuptools (>=50)"]
-reports = ["lxml"]
+mkdocs = ">=1.0.3"
 
 [[package]]
-name = "mypy-extensions"
-version = "1.1.0"
-description = "Type system extensions for programs checked with the mypy type checker."
+name = "mkdocs-get-deps"
+version = "0.2.0"
+description = "MkDocs extension that lists all dependencies according to a mkdocs.yml file"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["docs"]
 files = [
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 ]
 
+[package.dependencies]
+mergedeep = ">=1.3.4"
+platformdirs = ">=2.2.0"
+pyyaml = ">=5.1"
+
 [[package]]
-name = "packaging"
-version = "25.0"
-description = "Core utilities for Python packages"
+name = "mkdocs-glightbox"
+version = "0.4.0"
+description = "MkDocs plugin supports image lightbox with GLightbox."
 optional = false
-python-versions = ">=3.8"
-groups = ["main", "dev"]
+python-versions = "*"
+groups = ["docs"]
 files = [
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 ]
 
 [[package]]
-name = "pathspec"
-version = "0.12.1"
-description = "Utility library for gitignore style pattern matching of file paths."
+name = "mkdocs-macros-plugin"
+version = "1.3.7"
+description = "Unleash the power of MkDocs with macros and variables"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["docs"]
 files = [
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 ]
 
+[package.dependencies]
+hjson = "*"
+jinja2 = "*"
+mkdocs = ">=0.17"
+packaging = "*"
+pathspec = "*"
+python-dateutil = "*"
+pyyaml = "*"
+super-collections = "*"
+termcolor = "*"
+
+[package.extras]
+test = ["mkdocs-d2-plugin", "mkdocs-include-markdown-plugin", "mkdocs-macros-test", "mkdocs-material (>=6.2)", "mkdocs-test"]
+
 [[package]]
-name = "platformdirs"
-version = "4.4.0"
-description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
+name = "mkdocs-material"
+version = "9.6.15"
+description = "Documentation that simply works"
 optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
+python-versions = ">=3.8"
+groups = ["docs"]
 files = [
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+[package.dependencies]
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+jinja2 = ">=3.1,<4.0"
+markdown = ">=3.2,<4.0"
+mkdocs = ">=1.6,<2.0"
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+paginate = ">=0.5,<1.0"
+pygments = ">=2.16,<3.0"
+pymdown-extensions = ">=10.2,<11.0"
+requests = ">=2.26,<3.0"
+
 [package.extras]
-docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.4)", "pytest-cov (>=6)", "pytest-mock (>=3.14)"]
-type = ["mypy (>=1.14.1)"]
+git = ["mkdocs-git-committers-plugin-2 (>=1.1,<3)", "mkdocs-git-revision-date-localized-plugin (>=1.2.4,<2.0)"]
+imaging = ["cairosvg (>=2.6,<3.0)", "pillow (>=10.2,<11.0)"]
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 [[package]]
-name = "pluggy"
-version = "1.6.0"
-description = "plugin and hook calling mechanisms for python"
+name = "mkdocs-material-extensions"
+version = "1.3.1"
+description = "Extension pack for Python Markdown and MkDocs Material."
 optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
+python-versions = ">=3.8"
+groups = ["docs"]
 files = [
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-[package.extras]
-dev = ["pre-commit", "tox"]
-testing = ["coverage", "pytest", "pytest-benchmark"]
-
 [[package]]
-name = "port-for"
-version = "0.7.4"
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+name = "mkdocs-redirects"
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+description = "A MkDocs plugin for dynamic page redirects to prevent broken links"
 optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
-markers = "python_version < \"3.11\""
+python-versions = ">=3.8"
+groups = ["docs"]
 files = [
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+[package.dependencies]
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+
 [[package]]
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+name = "mkdocs-section-index"
+version = "0.3.10"
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 optional = false
-python-versions = ">=3.10"
-groups = ["dev"]
-markers = "python_version >= \"3.11\""
+python-versions = ">=3.9"
+groups = ["docs"]
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+[package.dependencies]
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+
 [[package]]
-name = "psutil"
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-description = "Cross-platform lib for process and system monitoring."
+name = "mkdocstrings"
+version = "0.27.0"
+description = "Automatic documentation from sources, for MkDocs."
 optional = false
-python-versions = ">=3.6"
-groups = ["dev"]
-markers = "sys_platform != \"cygwin\""
+python-versions = ">=3.9"
+groups = ["docs"]
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+[package.dependencies]
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+MarkupSafe = ">=1.1"
+mkdocs = ">=1.4"
+mkdocs-autorefs = ">=1.2"
+platformdirs = ">=2.2"
+pymdown-extensions = ">=6.3"
+
 [package.extras]
-dev = ["abi3audit", "black", "check-manifest", "coverage", "packaging", "pylint", "pyperf", "pypinfo", "pyreadline ; os_name == \"nt\"", "pytest", "pytest-cov", "pytest-instafail", "pytest-subtests", "pytest-xdist", "pywin32 ; os_name == \"nt\" and platform_python_implementation != \"PyPy\"", "requests", "rstcheck", "ruff", "setuptools", "sphinx", "sphinx_rtd_theme", "toml-sort", "twine", "virtualenv", "vulture", "wheel", "wheel ; os_name == \"nt\" and platform_python_implementation != \"PyPy\"", "wmi ; os_name == \"nt\" and platform_python_implementation != \"PyPy\""]
-test = ["pytest", "pytest-instafail", "pytest-subtests", "pytest-xdist", "pywin32 ; os_name == \"nt\" and platform_python_implementation != \"PyPy\"", "setuptools", "wheel ; os_name == \"nt\" and platform_python_implementation != \"PyPy\"", "wmi ; os_name == \"nt\" and platform_python_implementation != \"PyPy\""]
+crystal = ["mkdocstrings-crystal (>=0.3.4)"]
+python = ["mkdocstrings-python (>=0.5.2)"]
+python-legacy = ["mkdocstrings-python-legacy (>=0.2.1)"]
 
 [[package]]
-name = "pycodestyle"
-version = "2.14.0"
-description = "Python style guide checker"
+name = "mkdocstrings-python"
+version = "1.13.0"
+description = "A Python handler for mkdocstrings."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["docs"]
 files = [
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+[package.dependencies]
+griffe = ">=0.49"
+mkdocs-autorefs = ">=1.2"
+mkdocstrings = ">=0.26"
+
 [[package]]
-name = "pycparser"
-version = "2.23"
-description = "C parser in Python"
+name = "mock"
+version = "5.2.0"
+description = "Rolling backport of unittest.mock for all Pythons"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.6"
 groups = ["dev"]
-markers = "platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\""
 files = [
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+    {file = "mock-5.2.0-py3-none-any.whl", hash = "sha256:7ba87f72ca0e915175596069dbbcc7c75af7b5e9b9bc107ad6349ede0819982f"},
+    {file = "mock-5.2.0.tar.gz", hash = "sha256:4e460e818629b4b173f32d08bf30d3af8123afbb8e04bb5707a1fd4799e503f0"},
+]
+
+[package.extras]
+build = ["blurb", "twine", "wheel"]
+docs = ["sphinx"]
+test = ["pytest", "pytest-cov"]
+
+[[package]]
+name = "packaging"
+version = "25.0"
+description = "Core utilities for Python packages"
+optional = false
+python-versions = ">=3.8"
+groups = ["main", "dev", "docs"]
+files = [
+    {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
+    {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
 ]
 
+[[package]]
+name = "paginate"
+version = "0.5.7"
+description = "Divides large result sets into pages for easier browsing"
+optional = false
+python-versions = "*"
+groups = ["docs"]
+files = [
+    {file = "paginate-0.5.7-py2.py3-none-any.whl", hash = "sha256:b885e2af73abcf01d9559fd5216b57ef722f8c42affbb63942377668e35c7591"},
+    {file = "paginate-0.5.7.tar.gz", hash = "sha256:22bd083ab41e1a8b4f3690544afb2c60c25e5c9a63a30fa2f483f6c60c8e5945"},
+]
+
+[package.extras]
+dev = ["pytest", "tox"]
+lint = ["black"]
+
+[[package]]
+name = "pathspec"
+version = "0.12.1"
+description = "Utility library for gitignore style pattern matching of file paths."
+optional = false
+python-versions = ">=3.8"
+groups = ["dev", "docs"]
+files = [
+    {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"},
+    {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"},
+]
+
+[[package]]
+name = "platformdirs"
+version = "4.4.0"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
+optional = false
+python-versions = ">=3.9"
+groups = ["dev", "docs"]
+files = [
+    {file = "platformdirs-4.4.0-py3-none-any.whl", hash = "sha256:abd01743f24e5287cd7a5db3752faf1a2d65353f38ec26d98e25a6db65958c85"},
+    {file = "platformdirs-4.4.0.tar.gz", hash = "sha256:ca753cf4d81dc309bc67b0ea38fd15dc97bc30ce419a7f58d13eb3bf14c4febf"},
+]
+
+[package.extras]
+docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.4)", "pytest-cov (>=6)", "pytest-mock (>=3.14)"]
+type = ["mypy (>=1.14.1)"]
+
+[[package]]
+name = "pluggy"
+version = "1.6.0"
+description = "plugin and hook calling mechanisms for python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
+    {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
+]
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+testing = ["coverage", "pytest", "pytest-benchmark"]
+
 [[package]]
 name = "pydantic"
 version = "2.12.5"
@@ -1626,43 +1132,13 @@ files = [
 [package.dependencies]
 typing-extensions = ">=4.14.1"
 
-[[package]]
-name = "pydocstyle"
-version = "6.3.0"
-description = "Python docstring style checker"
-optional = false
-python-versions = ">=3.6"
-groups = ["dev"]
-files = [
-    {file = "pydocstyle-6.3.0-py3-none-any.whl", hash = "sha256:118762d452a49d6b05e194ef344a55822987a462831ade91ec5c06fd2169d019"},
-    {file = "pydocstyle-6.3.0.tar.gz", hash = "sha256:7ce43f0c0ac87b07494eb9c0b462c0b73e6ff276807f204d6b53edc72b7e44e1"},
-]
-
-[package.dependencies]
-snowballstemmer = ">=2.2.0"
-
-[package.extras]
-toml = ["tomli (>=1.2.3) ; python_version < \"3.11\""]
-
-[[package]]
-name = "pyflakes"
-version = "3.4.0"
-description = "passive checker of Python programs"
-optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
-files = [
-    {file = "pyflakes-3.4.0-py2.py3-none-any.whl", hash = "sha256:f742a7dbd0d9cb9ea41e9a24a918996e8170c799fa528688d40dd582c8265f4f"},
-    {file = "pyflakes-3.4.0.tar.gz", hash = "sha256:b24f96fafb7d2ab0ec5075b7350b3d2d2218eab42003821c06344973d3ea2f58"},
-]
-
 [[package]]
 name = "pygments"
 version = "2.19.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["dev", "docs"]
 files = [
     {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
     {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
@@ -1678,7 +1154,6 @@ description = "python code static checker"
 optional = false
 python-versions = ">=3.9.0"
 groups = ["dev"]
-markers = "python_version < \"3.11\""
 files = [
     {file = "pylint-3.3.9-py3-none-any.whl", hash = "sha256:01f9b0462c7730f94786c283f3e52a1fbdf0494bbe0971a78d7277ef46a751e7"},
     {file = "pylint-3.3.9.tar.gz", hash = "sha256:d312737d7b25ccf6b01cc4ac629b5dcd14a0fcf3ec392735ac70f137a9d5f83a"},
@@ -1687,46 +1162,39 @@ files = [
 [package.dependencies]
 astroid = ">=3.3.8,<=3.4.0.dev0"
 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
-dill = {version = ">=0.2", markers = "python_version < \"3.11\""}
+dill = [
+    {version = ">=0.2", markers = "python_version < \"3.11\""},
+    {version = ">=0.3.7", markers = "python_version >= \"3.12\""},
+    {version = ">=0.3.6", markers = "python_version == \"3.11\""},
+]
 isort = ">=4.2.5,<5.13 || >5.13,<7"
 mccabe = ">=0.6,<0.8"
 platformdirs = ">=2.2"
 tomli = {version = ">=1.1", markers = "python_version < \"3.11\""}
 tomlkit = ">=0.10.1"
-typing-extensions = {version = ">=3.10", markers = "python_version < \"3.10\""}
 
 [package.extras]
 spelling = ["pyenchant (>=3.2,<4.0)"]
 testutils = ["gitpython (>3)"]
 
 [[package]]
-name = "pylint"
-version = "4.0.4"
-description = "python code static checker"
+name = "pymdown-extensions"
+version = "10.17.2"
+description = "Extension pack for Python Markdown."
 optional = false
-python-versions = ">=3.10.0"
-groups = ["dev"]
-markers = "python_version >= \"3.11\""
+python-versions = ">=3.9"
+groups = ["docs"]
 files = [
-    {file = "pylint-4.0.4-py3-none-any.whl", hash = "sha256:63e06a37d5922555ee2c20963eb42559918c20bd2b21244e4ef426e7c43b92e0"},
-    {file = "pylint-4.0.4.tar.gz", hash = "sha256:d9b71674e19b1c36d79265b5887bf8e55278cbe236c9e95d22dc82cf044fdbd2"},
+    {file = "pymdown_extensions-10.17.2-py3-none-any.whl", hash = "sha256:bffae79a2e8b9e44aef0d813583a8fea63457b7a23643a43988055b7b79b4992"},
+    {file = "pymdown_extensions-10.17.2.tar.gz", hash = "sha256:26bb3d7688e651606260c90fb46409fbda70bf9fdc3623c7868643a1aeee4713"},
 ]
 
 [package.dependencies]
-astroid = ">=4.0.2,<=4.1.dev0"
-colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
-dill = [
-    {version = ">=0.3.7", markers = "python_version >= \"3.12\""},
-    {version = ">=0.3.6", markers = "python_version == \"3.11\""},
-]
-isort = ">=5,<5.13 || >5.13,<8"
-mccabe = ">=0.6,<0.8"
-platformdirs = ">=2.2"
-tomlkit = ">=0.10.1"
+markdown = ">=3.6"
+pyyaml = "*"
 
 [package.extras]
-spelling = ["pyenchant (>=3.2,<4.0)"]
-testutils = ["gitpython (>3)"]
+extra = ["pygments (>=2.19.1)"]
 
 [[package]]
 name = "pytest"
@@ -1753,76 +1221,19 @@ tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
 
 [[package]]
-name = "pytest-cov"
-version = "7.0.0"
-description = "Pytest plugin for measuring coverage."
-optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
-files = [
-    {file = "pytest_cov-7.0.0-py3-none-any.whl", hash = "sha256:3b8e9558b16cc1479da72058bdecf8073661c7f57f7d3c5f22a1c23507f2d861"},
-    {file = "pytest_cov-7.0.0.tar.gz", hash = "sha256:33c97eda2e049a0c5298e91f519302a1334c26ac65c1a483d6206fd458361af1"},
-]
-
-[package.dependencies]
-coverage = {version = ">=7.10.6", extras = ["toml"]}
-pluggy = ">=1.2"
-pytest = ">=7"
-
-[package.extras]
-testing = ["process-tests", "pytest-xdist", "virtualenv"]
-
-[[package]]
-name = "pytest-redis"
-version = "2.4.0"
-description = "Redis fixtures and fixture factories for Pytest."
-optional = false
-python-versions = ">=3.7"
-groups = ["dev"]
-files = [
-    {file = "pytest-redis-2.4.0.tar.gz", hash = "sha256:8a07520abed3cd341e8da1793059aa5717b02e56c43e7c76435db682cede10aa"},
-    {file = "pytest_redis-2.4.0-py3-none-any.whl", hash = "sha256:3cf00ad3f7241e38ce6f1bcb66af11b91956a889f1e216cfc026e81aa638a4e7"},
-]
-
-[package.dependencies]
-mirakuru = "*"
-port-for = ">=0.6.0"
-pytest = ">=6.2.0"
-redis = "*"
-
-[package.extras]
-tests = ["mock", "pytest-cov", "pytest-xdist"]
-
-[[package]]
-name = "pytest-structlog"
-version = "1.2"
-description = "Structured logging assertions"
+name = "python-dateutil"
+version = "2.9.0.post0"
+description = "Extensions to the standard Python datetime module"
 optional = false
-python-versions = ">=3.8"
-groups = ["dev"]
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["docs"]
 files = [
-    {file = "pytest_structlog-1.2-py3-none-any.whl", hash = "sha256:a5659f6b7d43aa53cf8090075deadad35a6bf1899073ea18118e299232d3d6f0"},
-    {file = "pytest_structlog-1.2.tar.gz", hash = "sha256:11b37487663a990bcd490da2e68e2f96b0ecd6a1704f5e82561d5840bd321a60"},
+    {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"},
 ]
 
 [package.dependencies]
-pytest = "*"
-structlog = ">=22.2.0"
-
-[[package]]
-name = "pytokens"
-version = "0.3.0"
-description = "A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons."
-optional = false
-python-versions = ">=3.8"
-groups = ["dev"]
-files = [
-    {file = "pytokens-0.3.0-py3-none-any.whl", hash = "sha256:95b2b5eaf832e469d141a378872480ede3f251a5a5041b8ec6e581d3ac71bbf3"},
-    {file = "pytokens-0.3.0.tar.gz", hash = "sha256:2f932b14ed08de5fcf0b391ace2642f858f1394c0857202959000b68ed7a458a"},
-]
-
-[package.extras]
-dev = ["black", "build", "mypy", "pytest", "pytest-cov", "setuptools", "tox", "twine", "wheel"]
+six = ">=1.5"
 
 [[package]]
 name = "pyyaml"
@@ -1830,7 +1241,7 @@ version = "6.0.3"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["dev", "docs"]
 files = [
     {file = "PyYAML-6.0.3-cp38-cp38-macosx_10_13_x86_64.whl", hash = "sha256:c2514fceb77bc5e7a2f7adfaa1feb2fb311607c9cb518dbc378688ec73d8292f"},
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@@ -1907,18 +1318,33 @@ files = [
     {file = "pyyaml-6.0.3.tar.gz", hash = "sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f"},
 ]
 
+[[package]]
+name = "pyyaml-env-tag"
+version = "1.1"
+description = "A custom YAML tag for referencing environment variables in YAML files."
+optional = false
+python-versions = ">=3.9"
+groups = ["docs"]
+files = [
+    {file = "pyyaml_env_tag-1.1-py3-none-any.whl", hash = "sha256:17109e1a528561e32f026364712fee1264bc2ea6715120891174ed1b980d2e04"},
+    {file = "pyyaml_env_tag-1.1.tar.gz", hash = "sha256:2eb38b75a2d21ee0475d6d97ec19c63287a7e140231e4214969d0eac923cd7ff"},
+]
+
+[package.dependencies]
+pyyaml = "*"
+
 [[package]]
 name = "redis"
 version = "4.6.0"
 description = "Python client for Redis database and key-value store"
-optional = false
+optional = true
 python-versions = ">=3.7"
-groups = ["main", "dev"]
+groups = ["main"]
+markers = "extra == \"redis\""
 files = [
     {file = "redis-4.6.0-py3-none-any.whl", hash = "sha256:e2b03db868160ee4591de3cb90d40ebb50a90dd302138775937f6a42b7ed183c"},
     {file = "redis-4.6.0.tar.gz", hash = "sha256:585dc516b9eb042a619ef0a39c3d7d55fe81bdb4df09a52c9cdde0d07bf1aa7d"},
 ]
-markers = {main = "extra == \"redis\""}
 
 [package.dependencies]
 async-timeout = {version = ">=4.0.2", markers = "python_full_version <= \"3.11.2\""}
@@ -1933,7 +1359,7 @@ version = "2.32.5"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["docs"]
 files = [
     {file = "requests-2.32.5-py3-none-any.whl", hash = "sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6"},
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@@ -1950,233 +1376,108 @@ socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
-name = "rich"
-version = "14.1.0"
-description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
+name = "ruff"
+version = "0.14.7"
+description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
-python-versions = ">=3.8.0"
+python-versions = ">=3.7"
 groups = ["dev"]
 files = [
-    {file = "rich-14.1.0-py3-none-any.whl", hash = "sha256:536f5f1785986d6dbdea3c75205c473f970777b4a0d6c6dd1b696aa05a3fa04f"},
-    {file = "rich-14.1.0.tar.gz", hash = "sha256:e497a48b844b0320d45007cdebfeaeed8db2a4f4bcf49f15e455cfc4af11eaa8"},
+    {file = "ruff-0.14.7-py3-none-linux_armv6l.whl", hash = "sha256:b9d5cb5a176c7236892ad7224bc1e63902e4842c460a0b5210701b13e3de4fca"},
+    {file = "ruff-0.14.7-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:3f64fe375aefaf36ca7d7250292141e39b4cea8250427482ae779a2aa5d90015"},
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+    {file = "ruff-0.14.7.tar.gz", hash = "sha256:3417deb75d23bd14a722b57b0a1435561db65f0ad97435b4cf9f85ffcef34ae5"},
 ]
 
-[package.dependencies]
-markdown-it-py = ">=2.2.0"
-pygments = ">=2.13.0,<3.0.0"
-
-[package.extras]
-jupyter = ["ipywidgets (>=7.5.1,<9)"]
-
 [[package]]
-name = "snowballstemmer"
-version = "3.0.1"
-description = "This package provides 32 stemmers for 30 languages generated from Snowball algorithms."
+name = "six"
+version = "1.17.0"
+description = "Python 2 and 3 compatibility utilities"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*"
-groups = ["dev"]
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["docs"]
 files = [
-    {file = "snowballstemmer-3.0.1-py3-none-any.whl", hash = "sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064"},
-    {file = "snowballstemmer-3.0.1.tar.gz", hash = "sha256:6d5eeeec8e9f84d4d56b847692bacf79bc2c8e90c7f80ca4444ff8b6f2e52895"},
+    {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
+    {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
 ]
 
 [[package]]
-name = "sphinx"
-version = "6.2.1"
-description = "Python documentation generator"
+name = "structlog"
+version = "25.5.0"
+description = "Structured Logging for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["main"]
 files = [
-    {file = "Sphinx-6.2.1.tar.gz", hash = "sha256:6d56a34697bb749ffa0152feafc4b19836c755d90a7c59b72bc7dfd371b9cc6b"},
-    {file = "sphinx-6.2.1-py3-none-any.whl", hash = "sha256:97787ff1fa3256a3eef9eda523a63dbf299f7b47e053cfcf684a1c2a8380c912"},
+    {file = "structlog-25.5.0-py3-none-any.whl", hash = "sha256:a8453e9b9e636ec59bd9e79bbd4a72f025981b3ba0f5837aebf48f02f37a7f9f"},
+    {file = "structlog-25.5.0.tar.gz", hash = "sha256:098522a3bebed9153d4570c6d0288abf80a031dfdb2048d59a49e9dc2190fc98"},
 ]
 
 [package.dependencies]
-alabaster = ">=0.7,<0.8"
-babel = ">=2.9"
-colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
-docutils = ">=0.18.1,<0.20"
-imagesize = ">=1.3"
-importlib-metadata = {version = ">=4.8", markers = "python_version < \"3.10\""}
-Jinja2 = ">=3.0"
-packaging = ">=21.0"
-Pygments = ">=2.13"
-requests = ">=2.25.0"
-snowballstemmer = ">=2.0"
-sphinxcontrib-applehelp = "*"
-sphinxcontrib-devhelp = "*"
-sphinxcontrib-htmlhelp = ">=2.0.0"
-sphinxcontrib-jsmath = "*"
-sphinxcontrib-qthelp = "*"
-sphinxcontrib-serializinghtml = ">=1.1.5"
-
-[package.extras]
-docs = ["sphinxcontrib-websupport"]
-lint = ["docutils-stubs", "flake8 (>=3.5.0)", "flake8-simplify", "isort", "mypy (>=0.990)", "ruff", "sphinx-lint", "types-requests"]
-test = ["cython", "filelock", "html5lib", "pytest (>=4.6)"]
+typing-extensions = {version = "*", markers = "python_version < \"3.11\""}
 
 [[package]]
-name = "sphinx-rtd-theme"
-version = "3.0.2"
-description = "Read the Docs theme for Sphinx"
+name = "super-collections"
+version = "0.6.2"
+description = "file: README.md"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
-files = [
-    {file = "sphinx_rtd_theme-3.0.2-py2.py3-none-any.whl", hash = "sha256:422ccc750c3a3a311de4ae327e82affdaf59eb695ba4936538552f3b00f4ee13"},
-    {file = "sphinx_rtd_theme-3.0.2.tar.gz", hash = "sha256:b7457bc25dda723b20b086a670b9953c859eab60a2a03ee8eb2bb23e176e5f85"},
-]
-
-[package.dependencies]
-docutils = ">0.18,<0.22"
-sphinx = ">=6,<9"
-sphinxcontrib-jquery = ">=4,<5"
-
-[package.extras]
-dev = ["bump2version", "transifex-client", "twine", "wheel"]
-
-[[package]]
-name = "sphinxcontrib-applehelp"
-version = "2.0.0"
-description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
-optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
-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"},
-]
-
-[package.extras]
-lint = ["mypy", "ruff (==0.5.5)", "types-docutils"]
-standalone = ["Sphinx (>=5)"]
-test = ["pytest"]
-
-[[package]]
-name = "sphinxcontrib-devhelp"
-version = "2.0.0"
-description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents"
-optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
-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"},
-]
-
-[package.extras]
-lint = ["mypy", "ruff (==0.5.5)", "types-docutils"]
-standalone = ["Sphinx (>=5)"]
-test = ["pytest"]
-
-[[package]]
-name = "sphinxcontrib-htmlhelp"
-version = "2.1.0"
-description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
-optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["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"},
-]
-
-[package.extras]
-lint = ["mypy", "ruff (==0.5.5)", "types-docutils"]
-standalone = ["Sphinx (>=5)"]
-test = ["html5lib", "pytest"]
-
-[[package]]
-name = "sphinxcontrib-jquery"
-version = "4.1"
-description = "Extension to include jQuery on newer Sphinx releases"
-optional = false
-python-versions = ">=2.7"
-groups = ["dev"]
-files = [
-    {file = "sphinxcontrib-jquery-4.1.tar.gz", hash = "sha256:1620739f04e36a2c779f1a131a2dfd49b2fd07351bf1968ced074365933abc7a"},
-    {file = "sphinxcontrib_jquery-4.1-py2.py3-none-any.whl", hash = "sha256:f936030d7d0147dd026a4f2b5a57343d233f1fc7b363f68b3d4f1cb0993878ae"},
+    {file = "super_collections-0.6.2-py3-none-any.whl", hash = "sha256:291b74d26299e9051d69ad9d89e61b07b6646f86a57a2f5ab3063d206eee9c56"},
+    {file = "super_collections-0.6.2.tar.gz", hash = "sha256:0c8d8abacd9fad2c7c1c715f036c29f5db213f8cac65f24d45ecba12b4da187a"},
 ]
 
 [package.dependencies]
-Sphinx = ">=1.8"
-
-[[package]]
-name = "sphinxcontrib-jsmath"
-version = "1.0.1"
-description = "A sphinx extension which renders display math in HTML via JavaScript"
-optional = false
-python-versions = ">=3.5"
-groups = ["dev"]
-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"},
-]
+hjson = "*"
 
 [package.extras]
-test = ["flake8", "mypy", "pytest"]
+test = ["pytest (>=7.0)", "pyyaml", "rich"]
 
 [[package]]
-name = "sphinxcontrib-qthelp"
-version = "2.0.0"
-description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents"
+name = "tabulate"
+version = "0.9.0"
+description = "Pretty-print tabular data"
 optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
+python-versions = ">=3.7"
+groups = ["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"},
+    {file = "tabulate-0.9.0-py3-none-any.whl", hash = "sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f"},
+    {file = "tabulate-0.9.0.tar.gz", hash = "sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c"},
 ]
 
 [package.extras]
-lint = ["mypy", "ruff (==0.5.5)", "types-docutils"]
-standalone = ["Sphinx (>=5)"]
-test = ["defusedxml (>=0.7.1)", "pytest"]
+widechars = ["wcwidth"]
 
 [[package]]
-name = "sphinxcontrib-serializinghtml"
-version = "2.0.0"
-description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)"
+name = "termcolor"
+version = "3.2.0"
+description = "ANSI color formatting for output in terminal"
 optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
+python-versions = ">=3.10"
+groups = ["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"},
+    {file = "termcolor-3.2.0-py3-none-any.whl", hash = "sha256:a10343879eba4da819353c55cb8049b0933890c2ebf9ad5d3ecd2bb32ea96ea6"},
+    {file = "termcolor-3.2.0.tar.gz", hash = "sha256:610e6456feec42c4bcd28934a8c87a06c3fa28b01561d46aa09a9881b8622c58"},
 ]
 
 [package.extras]
-lint = ["mypy", "ruff (==0.5.5)", "types-docutils"]
-standalone = ["Sphinx (>=5)"]
-test = ["pytest"]
-
-[[package]]
-name = "stevedore"
-version = "5.5.0"
-description = "Manage dynamic plugins for Python applications"
-optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
-files = [
-    {file = "stevedore-5.5.0-py3-none-any.whl", hash = "sha256:18363d4d268181e8e8452e71a38cd77630f345b2ef6b4a8d5614dac5ee0d18cf"},
-    {file = "stevedore-5.5.0.tar.gz", hash = "sha256:d31496a4f4df9825e1a1e4f1f74d19abb0154aff311c3b376fcc89dae8fccd73"},
-]
-
-[[package]]
-name = "structlog"
-version = "25.5.0"
-description = "Structured Logging for Python"
-optional = false
-python-versions = ">=3.8"
-groups = ["main", "dev"]
-files = [
-    {file = "structlog-25.5.0-py3-none-any.whl", hash = "sha256:a8453e9b9e636ec59bd9e79bbd4a72f025981b3ba0f5837aebf48f02f37a7f9f"},
-    {file = "structlog-25.5.0.tar.gz", hash = "sha256:098522a3bebed9153d4570c6d0288abf80a031dfdb2048d59a49e9dc2190fc98"},
-]
-
-[package.dependencies]
-typing-extensions = {version = "*", markers = "python_version < \"3.11\""}
+tests = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "toml"
@@ -2197,7 +1498,7 @@ description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
-markers = "python_version < \"3.11\""
+markers = "python_version == \"3.10\""
 files = [
     {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"},
     {file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"},
@@ -2246,102 +1547,24 @@ files = [
 ]
 
 [[package]]
-name = "types-cffi"
-version = "1.17.0.20250915"
-description = "Typing stubs for cffi"
-optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
-files = [
-    {file = "types_cffi-1.17.0.20250915-py3-none-any.whl", hash = "sha256:cef4af1116c83359c11bb4269283c50f0688e9fc1d7f0eeb390f3661546da52c"},
-    {file = "types_cffi-1.17.0.20250915.tar.gz", hash = "sha256:4362e20368f78dabd5c56bca8004752cc890e07a71605d9e0d9e069dbaac8c06"},
-]
-
-[package.dependencies]
-types-setuptools = "*"
-
-[[package]]
-name = "types-pyopenssl"
-version = "24.1.0.20240722"
-description = "Typing stubs for pyOpenSSL"
-optional = false
-python-versions = ">=3.8"
-groups = ["dev"]
-files = [
-    {file = "types-pyOpenSSL-24.1.0.20240722.tar.gz", hash = "sha256:47913b4678a01d879f503a12044468221ed8576263c1540dcb0484ca21b08c39"},
-    {file = "types_pyOpenSSL-24.1.0.20240722-py3-none-any.whl", hash = "sha256:6a7a5d2ec042537934cfb4c9d4deb0e16c4c6250b09358df1f083682fe6fda54"},
-]
-
-[package.dependencies]
-cryptography = ">=35.0.0"
-types-cffi = "*"
-
-[[package]]
-name = "types-python-slugify"
-version = "8.0.2.20240310"
-description = "Typing stubs for python-slugify"
+name = "towncrier"
+version = "24.8.0"
+description = "Building newsfiles for your project."
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "types-python-slugify-8.0.2.20240310.tar.gz", hash = "sha256:5157b508c7fed587520c70d77f62aea0fafdc6620893c2ec8972f13a1faf5560"},
-    {file = "types_python_slugify-8.0.2.20240310-py3-none-any.whl", hash = "sha256:0efec18b802c69ebd22dcee55c91afaeaa80e1e40ddd66ccabf69fd42ce87b74"},
-]
-
-[[package]]
-name = "types-redis"
-version = "4.6.0.20241004"
-description = "Typing stubs for redis"
-optional = false
-python-versions = ">=3.8"
-groups = ["dev"]
-files = [
-    {file = "types-redis-4.6.0.20241004.tar.gz", hash = "sha256:5f17d2b3f9091ab75384153bfa276619ffa1cf6a38da60e10d5e6749cc5b902e"},
-    {file = "types_redis-4.6.0.20241004-py3-none-any.whl", hash = "sha256:ef5da68cb827e5f606c8f9c0b49eeee4c2669d6d97122f301d3a55dc6a63f6ed"},
-]
-
-[package.dependencies]
-cryptography = ">=35.0.0"
-types-pyOpenSSL = "*"
-
-[[package]]
-name = "types-requests"
-version = "2.32.4.20250913"
-description = "Typing stubs for requests"
-optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
-files = [
-    {file = "types_requests-2.32.4.20250913-py3-none-any.whl", hash = "sha256:78c9c1fffebbe0fa487a418e0fa5252017e9c60d1a2da394077f1780f655d7e1"},
-    {file = "types_requests-2.32.4.20250913.tar.gz", hash = "sha256:abd6d4f9ce3a9383f269775a9835a4c24e5cd6b9f647d64f88aa4613c33def5d"},
+    {file = "towncrier-24.8.0-py3-none-any.whl", hash = "sha256:9343209592b839209cdf28c339ba45792fbfe9775b5f9c177462fd693e127d8d"},
+    {file = "towncrier-24.8.0.tar.gz", hash = "sha256:013423ee7eed102b2f393c287d22d95f66f1a3ea10a4baa82d298001a7f18af3"},
 ]
 
 [package.dependencies]
-urllib3 = ">=2"
+click = "*"
+jinja2 = "*"
+tomli = {version = "*", markers = "python_version < \"3.11\""}
 
-[[package]]
-name = "types-setuptools"
-version = "80.9.0.20250822"
-description = "Typing stubs for setuptools"
-optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
-files = [
-    {file = "types_setuptools-80.9.0.20250822-py3-none-any.whl", hash = "sha256:53bf881cb9d7e46ed12c76ef76c0aaf28cfe6211d3fab12e0b83620b1a8642c3"},
-    {file = "types_setuptools-80.9.0.20250822.tar.gz", hash = "sha256:070ea7716968ec67a84c7f7768d9952ff24d28b65b6594797a464f1b3066f965"},
-]
-
-[[package]]
-name = "types-toml"
-version = "0.10.8.20240310"
-description = "Typing stubs for toml"
-optional = false
-python-versions = ">=3.8"
-groups = ["dev"]
-files = [
-    {file = "types-toml-0.10.8.20240310.tar.gz", hash = "sha256:3d41501302972436a6b8b239c850b26689657e25281b48ff0ec06345b8830331"},
-    {file = "types_toml-0.10.8.20240310-py3-none-any.whl", hash = "sha256:627b47775d25fa29977d9c70dc0cbab3f314f32c8d8d0c012f2ef5de7aaec05d"},
-]
+[package.extras]
+dev = ["furo (>=2024.05.06)", "nox", "packaging", "sphinx (>=5)", "twisted"]
 
 [[package]]
 name = "typing-extensions"
@@ -2354,6 +1577,7 @@ files = [
     {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
     {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
 ]
+markers = {dev = "python_version == \"3.10\""}
 
 [[package]]
 name = "typing-inspection"
@@ -2376,7 +1600,7 @@ version = "2.5.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["docs"]
 files = [
     {file = "urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"},
     {file = "urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760"},
@@ -2388,6 +1612,49 @@ h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
+[[package]]
+name = "watchdog"
+version = "6.0.0"
+description = "Filesystem events monitoring"
+optional = false
+python-versions = ">=3.9"
+groups = ["docs"]
+files = [
+    {file = "watchdog-6.0.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d1cdb490583ebd691c012b3d6dae011000fe42edb7a82ece80965b42abd61f26"},
+    {file = "watchdog-6.0.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bc64ab3bdb6a04d69d4023b29422170b74681784ffb9463ed4870cf2f3e66112"},
+    {file = "watchdog-6.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c897ac1b55c5a1461e16dae288d22bb2e412ba9807df8397a635d88f671d36c3"},
+    {file = "watchdog-6.0.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:6eb11feb5a0d452ee41f824e271ca311a09e250441c262ca2fd7ebcf2461a06c"},
+    {file = "watchdog-6.0.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:ef810fbf7b781a5a593894e4f439773830bdecb885e6880d957d5b9382a960d2"},
+    {file = "watchdog-6.0.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:afd0fe1b2270917c5e23c2a65ce50c2a4abb63daafb0d419fde368e272a76b7c"},
+    {file = "watchdog-6.0.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:bdd4e6f14b8b18c334febb9c4425a878a2ac20efd1e0b231978e7b150f92a948"},
+    {file = "watchdog-6.0.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:c7c15dda13c4eb00d6fb6fc508b3c0ed88b9d5d374056b239c4ad1611125c860"},
+    {file = "watchdog-6.0.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:6f10cb2d5902447c7d0da897e2c6768bca89174d0c6e1e30abec5421af97a5b0"},
+    {file = "watchdog-6.0.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:490ab2ef84f11129844c23fb14ecf30ef3d8a6abafd3754a6f75ca1e6654136c"},
+    {file = "watchdog-6.0.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:76aae96b00ae814b181bb25b1b98076d5fc84e8a53cd8885a318b42b6d3a5134"},
+    {file = "watchdog-6.0.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:a175f755fc2279e0b7312c0035d52e27211a5bc39719dd529625b1930917345b"},
+    {file = "watchdog-6.0.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:e6f0e77c9417e7cd62af82529b10563db3423625c5fce018430b249bf977f9e8"},
+    {file = "watchdog-6.0.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:90c8e78f3b94014f7aaae121e6b909674df5b46ec24d6bebc45c44c56729af2a"},
+    {file = "watchdog-6.0.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:e7631a77ffb1f7d2eefa4445ebbee491c720a5661ddf6df3498ebecae5ed375c"},
+    {file = "watchdog-6.0.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:c7ac31a19f4545dd92fc25d200694098f42c9a8e391bc00bdd362c5736dbf881"},
+    {file = "watchdog-6.0.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:9513f27a1a582d9808cf21a07dae516f0fab1cf2d7683a742c498b93eedabb11"},
+    {file = "watchdog-6.0.0-pp39-pypy39_pp73-macosx_10_15_x86_64.whl", hash = "sha256:7a0e56874cfbc4b9b05c60c8a1926fedf56324bb08cfbc188969777940aef3aa"},
+    {file = "watchdog-6.0.0-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:e6439e374fc012255b4ec786ae3c4bc838cd7309a540e5fe0952d03687d8804e"},
+    {file = "watchdog-6.0.0-py3-none-manylinux2014_aarch64.whl", hash = "sha256:7607498efa04a3542ae3e05e64da8202e58159aa1fa4acddf7678d34a35d4f13"},
+    {file = "watchdog-6.0.0-py3-none-manylinux2014_armv7l.whl", hash = "sha256:9041567ee8953024c83343288ccc458fd0a2d811d6a0fd68c4c22609e3490379"},
+    {file = "watchdog-6.0.0-py3-none-manylinux2014_i686.whl", hash = "sha256:82dc3e3143c7e38ec49d61af98d6558288c415eac98486a5c581726e0737c00e"},
+    {file = "watchdog-6.0.0-py3-none-manylinux2014_ppc64.whl", hash = "sha256:212ac9b8bf1161dc91bd09c048048a95ca3a4c4f5e5d4a7d1b1a7d5752a7f96f"},
+    {file = "watchdog-6.0.0-py3-none-manylinux2014_ppc64le.whl", hash = "sha256:e3df4cbb9a450c6d49318f6d14f4bbc80d763fa587ba46ec86f99f9e6876bb26"},
+    {file = "watchdog-6.0.0-py3-none-manylinux2014_s390x.whl", hash = "sha256:2cce7cfc2008eb51feb6aab51251fd79b85d9894e98ba847408f662b3395ca3c"},
+    {file = "watchdog-6.0.0-py3-none-manylinux2014_x86_64.whl", hash = "sha256:20ffe5b202af80ab4266dcd3e91aae72bf2da48c0d33bdb15c66658e685e94e2"},
+    {file = "watchdog-6.0.0-py3-none-win32.whl", hash = "sha256:07df1fdd701c5d4c8e55ef6cf55b8f0120fe1aef7ef39a1c6fc6bc2e606d517a"},
+    {file = "watchdog-6.0.0-py3-none-win_amd64.whl", hash = "sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680"},
+    {file = "watchdog-6.0.0-py3-none-win_ia64.whl", hash = "sha256:a1914259fa9e1454315171103c6a30961236f508b9b623eae470268bbcc6a22f"},
+    {file = "watchdog-6.0.0.tar.gz", hash = "sha256:9ddf7c82fda3ae8e24decda1338ede66e1c99883db93711d8fb941eaa2d8c282"},
+]
+
+[package.extras]
+watchmedo = ["PyYAML (>=3.10)"]
+
 [[package]]
 name = "yamllint"
 version = "1.37.1"
@@ -2407,31 +1674,10 @@ pyyaml = "*"
 [package.extras]
 dev = ["doc8", "flake8", "flake8-import-order", "rstcheck[sphinx]", "sphinx"]
 
-[[package]]
-name = "zipp"
-version = "3.23.0"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
-markers = "python_version == \"3.9\""
-files = [
-    {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"},
-    {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"},
-]
-
-[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
-cover = ["pytest-cov"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
-type = ["pytest-mypy"]
-
 [extras]
 redis = ["redis"]
 
 [metadata]
 lock-version = "2.1"
-python-versions = ">=3.9,<4.0"
-content-hash = "f4f7048334d50f16324bbbfd76e327ae6b0c14807e4dbb9218e5612e00a8d99b"
+python-versions = ">=3.10,<3.14"
+content-hash = "e04c500304fd94978f8a407be64aff502cdbe07673ea6dd196bf6fc067673adb"
diff --git a/pyproject.toml b/pyproject.toml
index 3d359741..abf804d1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,5 @@
 [tool.poetry]
 name = "diffsync"
-<<<<<<< HEAD
 version = "2.1.1a0"
 description = "Library to easily sync/diff/update 2 different data sources"
 authors = ["Network to Code, LLC <info@networktocode.com>"]
@@ -10,17 +9,6 @@ homepage = "https://diffsync.readthedocs.io"
 repository = "https://github.com/networktocode/diffsync"
 documentation = "https://diffsync.readthedocs.io"
 keywords = ["source-of-truth", "synchronization"]
-include = [
-    "CHANGELOG.md",
-=======
-version = "2.2.0"
-description = "Library to easily sync/diff/update 2 different data sources"
-authors = ["Network to Code, LLC <opensource@networktocode.com>"]
-readme = "README.md"
-homepage = "https://diffsync.readthedocs.io/"
-repository = "https://github.com/networktocode/diffsync"
-documentation = "https://diffsync.readthedocs.io/"
-license = "Apache-2.0"
 classifiers = [
     "Intended Audience :: Developers",
     "Development Status :: 5 - Production/Stable",
@@ -31,14 +19,13 @@ classifiers = [
     "Programming Language :: Python :: 3.13",
 ]
 include = [
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
+    "CHANGELOG.md",
     "LICENSE",
     "README.md",
 ]
 
 [tool.poetry.dependencies]
-<<<<<<< HEAD
-python = ">=3.9,<4.0"
+python = ">=3.10,<3.14"
 pydantic = "^2.0.0"
 structlog = ">= 20.1.0"
 packaging = ">= 21.3"
@@ -50,67 +37,6 @@ typing-extensions = { version = ">=4.0.1", python = "<3.11" }
 [tool.poetry.extras]
 redis = ["redis"]
 
-[tool.poetry.group.dev.dependencies]
-pytest = "*"
-pyyaml = ">= 6.0.1"
-black = "*"
-pylint = "*"
-pydocstyle = "*"
-yamllint = "*"
-bandit = "*"
-invoke = "*"
-flake8 = "*"
-mypy = "*"
-pytest-cov = "*"
-pytest-structlog = "*"
-coverage = {extras = ["toml"], version = "*"}
-Sphinx = "^6.0.0"
-m2r2 = "*"
-sphinx-rtd-theme = "*"
-toml = "*"
-types-toml = "*"
-types-redis = "*"
-pytest-redis = "^2.4.0"
-types-requests = "^2.28.11.15"
-types-python-slugify = "^8.0.0.1"
-
-[tool.black]
-line-length = 120
-include = '\.pyi?$'
-exclude = '''
-        /(
-          \.git
-        | \.tox
-        | \.venv
-        | env/
-        | _build
-        | build
-        | dist
-        )/
-    '''
-
-[tool.coverage.run]
-branch = true
-
-[tool.pylint.general]
-extension-pkg-whitelist = [
-    "pydantic"
-]
-
-[tool.pylint.basic]
-# No docstrings required for private methods (Pylint default), or for test_ functions.
-no-docstring-rgx="^(_|test_)"
-
-[tool.pylint.messages_control]
-# Line length is enforced by Black, so pylint doesn't need to check it.
-# Pylint and Black disagree about how to format multi-line arrays; Black wins.
-disable = """,
-    line-too-long,
-    """
-=======
-python = ">=3.10,<3.14"
-click = "*"
-
 [tool.poetry.group.dev.dependencies]
 coverage = "*"
 pytest = "*"
@@ -153,8 +79,6 @@ griffe = "1.1.1"
 [tool.poetry.scripts]
 diffsync = 'diffsync.cli:main'
 
-
-
 [tool.ruff]
 line-length = 120
 target-version = "py310"
@@ -194,22 +118,31 @@ convention = "google"
     "S"
 ]
 
+[tool.mypy]
+warn_unused_configs = true
+disallow_untyped_defs = true
+ignore_missing_imports = true
 
-[tool.pylint.master]
-ignore=[".venv", "tests"]
+[tool.pylint.general]
+extension-pkg-whitelist = [
+    "pydantic"
+]
 
 [tool.pylint.basic]
 # No docstrings required for private methods (Pylint default), or for test_ functions, or for inner Meta classes.
 no-docstring-rgx = "^(_|test_|Meta$)"
 
+[tool.pylint.master]
+ignore=[".venv", "tests"]
 
 [tool.pylint.messages_control]
+# Line length is enforced by Black, so pylint doesn't need to check it.
+# Pylint and Black disagree about how to format multi-line arrays; Black wins.
 disable = [
     "line-too-long",
     "duplicate-code",
     "cyclic-import",
     ]
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
 
 [tool.pylint.miscellaneous]
 # Don't flag TODO as a failure, let us commit with things that still need to be done in the code
@@ -218,29 +151,10 @@ notes = """,
     XXX,
     """
 
-<<<<<<< HEAD
 [tool.pylint.similarities]
 # There's a lot of duplicate code in the examples/backend_*.py files - don't complain about it for now
 min-similarity-lines = 20
 
-[tool.pytest.ini_options]
-testpaths = [
-    "tests"
-]
-
-[tool.mypy]
-warn_unused_configs = true
-disallow_untyped_defs = true
-ignore_missing_imports = true
-
-[build-system]
-requires = ["poetry_core>=1.0.8"]
-build-backend = "poetry.core.masonry.api"
-=======
-[build-system]
-requires = ["poetry-core>=2.0.0,<3.0.0"]
-build-backend = "poetry.core.masonry.api"
-
 [tool.pytest.ini_options]
 python_paths = "./"
 testpaths = [
@@ -305,4 +219,7 @@ showcontent = true
 directory = "housekeeping"
 name = "Housekeeping"
 showcontent = true
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
+
+[build-system]
+requires = ["poetry-core>=2.0.0,<3.0.0"]
+build-backend = "poetry.core.masonry.api"
diff --git a/renovate.json b/renovate.json
index a02530e7..e2f22f2a 100644
--- a/renovate.json
+++ b/renovate.json
@@ -1,11 +1,16 @@
 {
   "$schema": "https://docs.renovatebot.com/renovate-schema.json",
-  "baseBranches": ["develop"],
+  "baseBranches": [
+    "develop"
+  ],
   "constraints": {
-    "python": ">=3.7",
+    "python": ">=3.10",
     "poetry": ">=1.1.14"
   },
-  "enabledManagers": ["pip_requirements", "poetry"],
+  "enabledManagers": [
+    "pip_requirements",
+    "poetry"
+  ],
   "extends": [
     "config:base"
   ],
@@ -14,11 +19,18 @@
   ],
   "packageRules": [
     {
-      "matchDepTypes": ["devDependencies"],
-      "matchUpdateTypes": ["patch", "minor"],
+      "matchDepTypes": [
+        "devDependencies"
+      ],
+      "matchUpdateTypes": [
+        "patch",
+        "minor"
+      ],
       "groupName": "Update development dependencies (non-major releases)",
-      "schedule": ["before 5am on friday"]
+      "schedule": [
+        "before 5am on friday"
+      ]
     }
   ],
   "rangeStrategy": "in-range-only"
-}
+}
\ No newline at end of file
diff --git a/tasks.py b/tasks.py
index b73c060e..0a8944d3 100644
--- a/tasks.py
+++ b/tasks.py
@@ -1,38 +1,3 @@
-<<<<<<< HEAD
-"""Replacement for Makefile.
-
-Copyright (c) 2020 Network To Code, LLC <info@networktocode.com>
-
-Licensed under the Apache License, Version 2.0 (the "License");
-you may not use this file except in compliance with the License.
-You may obtain a copy of the License at
-
-  http://www.apache.org/licenses/LICENSE-2.0
-
-Unless required by applicable law or agreed to in writing, software
-distributed under the License is distributed on an "AS IS" BASIS,
-WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-See the License for the specific language governing permissions and
-limitations under the License.
-"""
-
-import os
-import sys
-from distutils.util import strtobool
-
-from invoke import task  # type: ignore
-
-try:
-    import toml
-except ImportError:
-    sys.exit("Please make sure to `pip install toml` or enable the Poetry shell and run `poetry install`.")
-
-
-def project_ver():
-    """Find version from pyproject.toml to use for docker image tagging."""
-    with open("pyproject.toml", encoding="UTF-8") as file:
-        return toml.load(file)["tool"]["poetry"].get("version", "latest")
-=======
 """Tasks for use with Invoke."""
 
 import os
@@ -41,7 +6,6 @@ def project_ver():
 
 from invoke import Collection, Exit
 from invoke import task as invoke_task
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
 
 
 def is_truthy(arg):
@@ -56,24 +20,6 @@ def is_truthy(arg):
     """
     if isinstance(arg, bool):
         return arg
-<<<<<<< HEAD
-    return bool(strtobool(arg))
-
-
-# Can be set to a separate Python version to be used for launching or building image
-PYTHON_VER = os.getenv("PYTHON_VER", "3.9")
-# Name of the docker image/image
-NAME = os.getenv("IMAGE_NAME", f"diffsync-py{PYTHON_VER}")
-# Tag for the image
-IMAGE_VER = os.getenv("IMAGE_VER", project_ver())
-# Gather current working directory for Docker commands
-PWD = os.getcwd()
-# Local or Docker execution provide "local" to run locally without docker execution
-INVOKE_LOCAL = is_truthy(os.getenv("INVOKE_LOCAL", False))  # pylint: disable=W1508
-
-
-def run_cmd(context, exec_cmd, name=NAME, image_ver=IMAGE_VER, local=INVOKE_LOCAL):
-=======
 
     val = str(arg).lower()
     if val in ("y", "yes", "t", "true", "on", "1"):
@@ -121,31 +67,16 @@ def task_wrapper(function=None):
 
 
 def run_command(context, exec_cmd, port=None):
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
     """Wrapper to run the invoke task commands.
 
     Args:
         context ([invoke.task]): Invoke task object.
         exec_cmd ([str]): Command to run.
-<<<<<<< HEAD
-        name ([str], optional): Image name to use if exec_env is `docker`. Defaults to NAME.
-        image_ver ([str], optional): Version of image to use if exec_env is `docker`. Defaults to IMAGE_VER.
-        local (bool): Define as `True` to execute locally
-=======
         port (int): Used to serve local docs.
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
 
     Returns:
         result (obj): Contains Invoke result from running task.
     """
-<<<<<<< HEAD
-    if is_truthy(local):
-        print(f"LOCAL - Running command {exec_cmd}")
-        result = context.run(exec_cmd, pty=True)
-    else:
-        print(f"DOCKER - Running command: {exec_cmd} container: {name}:{image_ver}")
-        result = context.run(f"docker run -it -v {PWD}:/local {name}:{image_ver} sh -c '{exec_cmd}'", pty=True)
-=======
     if is_truthy(context.diffsync.local):
         print(f"LOCAL - Running command {exec_cmd}")
         result = context.run(exec_cmd, pty=True)
@@ -163,229 +94,10 @@ def run_command(context, exec_cmd, port=None):
                 f"docker run -it -v {context.diffsync.pwd}:/local {context.diffsync.image_name}:{context.diffsync.image_ver} sh -c '{exec_cmd}'",
                 pty=True,
             )
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
 
     return result
 
 
-<<<<<<< HEAD
-@task
-def build(
-    context, name=NAME, python_ver=PYTHON_VER, image_ver=IMAGE_VER, nocache=False, forcerm=False
-):  # pylint: disable=too-many-arguments, too-many-positional-arguments
-    """This will build an image with the provided name and python version.
-
-    Args:
-        context (obj): Used to run specific commands
-        name (str): Used to name the docker image
-        python_ver (str): Define the Python version docker image to build from
-        image_ver (str): Define image version
-        nocache (bool): Do not use cache when building the image
-        forcerm (bool): Always remove intermediate containers
-    """
-    print(f"Building image {name}:{image_ver}")
-    command = f"docker build --tag {name}:{image_ver} --build-arg PYTHON_VER={python_ver} -f Dockerfile ."
-
-    if nocache:
-        command += " --no-cache"
-    if forcerm:
-        command += " --force-rm"
-
-    result = context.run(command, hide=False)
-    if result.exited != 0:
-        print(f"Failed to build image {name}:{image_ver}\nError: {result.stderr}")
-
-
-@task
-def clean_image(context, name=NAME, image_ver=IMAGE_VER):
-    """This will remove the specific image.
-
-    Args:
-        context (obj): Used to run specific commands
-        name (str): Used to name the docker image
-        image_ver (str): Define image version
-    """
-    print(f"Attempting to forcefully remove image {name}:{image_ver}")
-    context.run(f"docker rmi {name}:{image_ver} --force")
-    print(f"Successfully removed image {name}:{image_ver}")
-
-
-@task
-def rebuild(context, name=NAME, python_ver=PYTHON_VER, image_ver=IMAGE_VER):
-    """This will clean the image and then rebuild image without using cache.
-
-    Args:
-        context (obj): Used to run specific commands
-        name (str): Used to name the docker image
-        python_ver (str): Define the Python version docker image to build from
-        image_ver (str): Define image version
-    """
-    clean_image(context, name, image_ver)
-    build(context, name, python_ver, image_ver)
-
-
-@task
-def pytest(context, name=NAME, image_ver=IMAGE_VER, local=INVOKE_LOCAL):
-    """This will run pytest for the specified name and Python version.
-
-    Args:
-        context (obj): Used to run specific commands
-        name (str): Used to name the docker image
-        image_ver (str): Will use the container version docker image
-        local (bool): Define as `True` to execute locally
-    """
-    # pty is set to true to properly run the docker commands due to the invocation process of docker
-    # https://docs.pyinvoke.org/en/latest/api/runners.html - Search for pty for more information
-    # Install python module
-    exec_cmd = "pytest --cov=diffsync --cov-config pyproject.toml --cov-report html --cov-report term -vv"
-    run_cmd(context, exec_cmd, name, image_ver, local)
-
-
-@task
-def black(context, name=NAME, image_ver=IMAGE_VER, local=INVOKE_LOCAL):
-    """This will run black to check that Python files adherence to black standards.
-
-    Args:
-        context (obj): Used to run specific commands
-        name (str): Used to name the docker image
-        image_ver (str): Define image version
-        local (bool): Define as `True` to execute locally
-    """
-    # pty is set to true to properly run the docker commands due to the invocation process of docker
-    # https://docs.pyinvoke.org/en/latest/api/runners.html - Search for pty for more information
-    exec_cmd = "black --check --diff ."
-    run_cmd(context, exec_cmd, name, image_ver, local)
-
-
-@task
-def flake8(context, name=NAME, image_ver=IMAGE_VER, local=INVOKE_LOCAL):
-    """This will run flake8 for the specified name and Python version.
-
-    Args:
-        context (obj): Used to run specific commands
-        name (str): Used to name the docker image
-        image_ver (str): Define image version
-        local (bool): Define as `True` to execute locally
-    """
-    # pty is set to true to properly run the docker commands due to the invocation process of docker
-    # https://docs.pyinvoke.org/en/latest/api/runners.html - Search for pty for more information
-    exec_cmd = "flake8 ."
-    run_cmd(context, exec_cmd, name, image_ver, local)
-
-
-@task
-def mypy(context, name=NAME, image_ver=IMAGE_VER, local=INVOKE_LOCAL):
-    """This will run mypy for the specified name and Python version.
-
-    Args:
-        context (obj): Used to run specific commands
-        name (str): Used to name the docker image
-        image_ver (str): Define image version
-        local (bool): Define as `True` to execute locally
-    """
-    # pty is set to true to properly run the docker commands due to the invocation process of docker
-    # https://docs.pyinvoke.org/en/latest/api/runners.html - Search for pty for more information
-    exec_cmd = "mypy -p diffsync"
-    run_cmd(context, exec_cmd, name, image_ver, local)
-
-
-@task
-def pylint(context, name=NAME, image_ver=IMAGE_VER, local=INVOKE_LOCAL):
-    """This will run pylint for the specified name and Python version.
-
-    Args:
-        context (obj): Used to run specific commands
-        name (str): Used to name the docker image
-        image_ver (str): Define image version
-        local (bool): Define as `True` to execute locally
-    """
-    # pty is set to true to properly run the docker commands due to the invocation process of docker
-    # https://docs.pyinvoke.org/en/latest/api/runners.html - Search for pty for more information
-    exec_cmd = 'find . -name "*.py" | xargs pylint'
-    run_cmd(context, exec_cmd, name, image_ver, local)
-
-
-@task
-def yamllint(context, name=NAME, image_ver=IMAGE_VER, local=INVOKE_LOCAL):
-    """This will run yamllint to validate formatting adheres to NTC defined YAML standards.
-
-    Args:
-        context (obj): Used to run specific commands
-        name (str): Used to name the docker image
-        image_ver (str): Define image version
-        local (bool): Define as `True` to execute locally
-    """
-    # pty is set to true to properly run the docker commands due to the invocation process of docker
-    # https://docs.pyinvoke.org/en/latest/api/runners.html - Search for pty for more information
-    exec_cmd = "yamllint ."
-    run_cmd(context, exec_cmd, name, image_ver, local)
-
-
-@task
-def pydocstyle(context, name=NAME, image_ver=IMAGE_VER, local=INVOKE_LOCAL):
-    """This will run pydocstyle to validate docstring formatting adheres to NTC defined standards.
-
-    Args:
-        context (obj): Used to run specific commands
-        name (str): Used to name the docker image
-        image_ver (str): Define image version
-        local (bool): Define as `True` to execute locally
-    """
-    # pty is set to true to properly run the docker commands due to the invocation process of docker
-    # https://docs.pyinvoke.org/en/latest/api/runners.html - Search for pty for more information
-    exec_cmd = "pydocstyle ."
-    run_cmd(context, exec_cmd, name, image_ver, local)
-
-
-@task
-def bandit(context, name=NAME, image_ver=IMAGE_VER, local=INVOKE_LOCAL):
-    """This will run bandit to validate basic static code security analysis.
-
-    Args:
-        context (obj): Used to run specific commands
-        name (str): Used to name the docker image
-        image_ver (str): Define image version
-        local (bool): Define as `True` to execute locally
-    """
-    # pty is set to true to properly run the docker commands due to the invocation process of docker
-    # https://docs.pyinvoke.org/en/latest/api/runners.html - Search for pty for more information
-    exec_cmd = "bandit --recursive ./ --configfile .bandit.yml"
-    run_cmd(context, exec_cmd, name, image_ver, local)
-
-
-@task
-def cli(context, name=NAME, image_ver=IMAGE_VER):
-    """This will enter the image to perform troubleshooting or dev work.
-
-    Args:
-        context (obj): Used to run specific commands
-        name (str): Used to name the docker image
-        image_ver (str): Define image version
-    """
-    dev = f"docker run -it -v {PWD}:/local {name}:{image_ver} /bin/bash"
-    context.run(f"{dev}", pty=True)
-
-
-@task
-def tests(context, name=NAME, image_ver=IMAGE_VER, local=INVOKE_LOCAL):
-    """This will run all tests for the specified name and Python version.
-
-    Args:
-        context (obj): Used to run specific commands
-        name (str): Used to name the docker image
-        image_ver (str): Define image version
-        local (bool): Define as `True` to execute locally
-    """
-    black(context, name, image_ver, local)
-    flake8(context, name, image_ver, local)
-    pylint(context, name, image_ver, local)
-    yamllint(context, name, image_ver, local)
-    pydocstyle(context, name, image_ver, local)
-    mypy(context, name, image_ver, local)
-    bandit(context, name, image_ver, local)
-    pytest(context, name, image_ver, local)
-
-=======
 # ------------------------------------------------------------------------------
 # BUILD
 # ------------------------------------------------------------------------------
@@ -571,37 +283,10 @@ def tests(context, lint_only=False):
     if not lint_only:
         print("Running unit tests...")
         pytest(context)
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
     print("All tests have passed!")
 
 
 @task
-<<<<<<< HEAD
-def html(context, sourcedir="docs/source", builddir="docs/build"):
-    """Creates html docs using sphinx-build command.
-
-    Args:
-        context (obj): Used to run specific commands
-        sourcedir (str, optional): Source directory for sphinx to use. Defaults to "source".
-        builddir (str, optional): Output directory for sphinx to use. Defaults to "build".
-    """
-    print("Building html documentation...")
-    clean_docs(context, builddir)
-    command = f"sphinx-build {sourcedir} {builddir}"
-    context.run(command)
-
-
-@task
-def clean_docs(context, builddir="docs/build"):
-    """Removes the build directory and all of its contents.
-
-    Args:
-        context (obj): Used to run specific commands
-        builddir (str, optional): Directory to be removed. Defaults to "build".
-    """
-    print(f"Removing everything under {builddir} directory...")
-    context.run("rm -rf " + builddir)
-=======
 def build_and_check_docs(context):
     """Build documentation and test the configuration."""
     command = "mkdocs build --no-directory-urls --strict"
@@ -640,4 +325,3 @@ def generate_release_notes(context, version=""):
         command += " --version `poetry version -s`"
     # Due to issues with git repo ownership in the containers, this must always run locally.
     context.run(command)
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)

From 02b2af6ff2a191b6b1670d356a59096a0af0a5e2 Mon Sep 17 00:00:00 2001
From: Justin Drew <2396364+jdrew82@users.noreply.github.com>
Date: Wed, 3 Dec 2025 15:24:10 -0600
Subject: [PATCH 4/7] Fix formating and missed merge conflicts

---
 examples/03-remote-system/main.py         |  1 +
 examples/06-ip-prefixes/adapter_ipam_a.py |  4 ++--
 examples/06-ip-prefixes/main.py           |  1 +
 tasks.py                                  |  4 +---
 tests/integration/__init__.py             |  4 ----
 tests/unit/__init__.py                    |  4 ----
 tests/unit/conftest.py                    | 13 -------------
 7 files changed, 5 insertions(+), 26 deletions(-)

diff --git a/examples/03-remote-system/main.py b/examples/03-remote-system/main.py
index f00317eb..802aabfa 100644
--- a/examples/03-remote-system/main.py
+++ b/examples/03-remote-system/main.py
@@ -1,5 +1,6 @@
 #!/usr/bin/env python
 """Main executable for DiffSync "example3"."""
+
 import sys
 import argparse
 
diff --git a/examples/06-ip-prefixes/adapter_ipam_a.py b/examples/06-ip-prefixes/adapter_ipam_a.py
index 6c66d979..0fe680e3 100644
--- a/examples/06-ip-prefixes/adapter_ipam_a.py
+++ b/examples/06-ip-prefixes/adapter_ipam_a.py
@@ -20,7 +20,7 @@ def create(cls, adapter, ids, attrs):
                 "cidr": ids["prefix"],
                 "family": ipaddress.ip_address(ids["prefix"].split("/")[0]).version,
                 "vrf": attrs["vrf"],
-                "vlan": f'VLAN{attrs["vlan_id"]}',
+                "vlan": f"VLAN{attrs['vlan_id']}",
                 "customer_id": attrs["tenant"] if attrs["tenant"] else None,
             }
         )
@@ -34,7 +34,7 @@ def update(self, attrs):
                 if "vrf" in attrs:
                     elem["vrf"] = attrs["vrf"]
                 if "vlan_id" in attrs:
-                    elem["vlan_id"] = f'VLAN{attrs["vlan_id"]}'
+                    elem["vlan_id"] = f"VLAN{attrs['vlan_id']}"
                 if "tenant" in attrs:
                     elem["customer_id"] = attrs["tenant"]
                 break
diff --git a/examples/06-ip-prefixes/main.py b/examples/06-ip-prefixes/main.py
index 26088141..fb2d5940 100755
--- a/examples/06-ip-prefixes/main.py
+++ b/examples/06-ip-prefixes/main.py
@@ -1,5 +1,6 @@
 #!/usr/bin/env python
 """Main example."""
+
 from adapter_ipam_a import IpamA
 from adapter_ipam_b import IpamB
 
diff --git a/tasks.py b/tasks.py
index 0a8944d3..ade398d8 100644
--- a/tasks.py
+++ b/tasks.py
@@ -148,9 +148,7 @@ def lock(context, check=False):
 @task
 def clean(context):
     """Remove the project specific image."""
-    print(
-        f"Attempting to forcefully remove image {context.diffsync.image_name}:{context.diffsync.image_ver}"
-    )
+    print(f"Attempting to forcefully remove image {context.diffsync.image_name}:{context.diffsync.image_ver}")
     context.run(f"docker rmi {context.diffsync.image_name}:{context.diffsync.image_ver} --force")
     print(f"Successfully removed image {context.diffsync.image_name}:{context.diffsync.image_ver}")
 
diff --git a/tests/integration/__init__.py b/tests/integration/__init__.py
index 925d2f7f..dcc64e36 100644
--- a/tests/integration/__init__.py
+++ b/tests/integration/__init__.py
@@ -1,4 +1,3 @@
-<<<<<<< HEAD
 """Integration tests for DiffSync.
 
 Copyright (c) 2020 Network To Code, LLC <info@networktocode.com>
@@ -15,6 +14,3 @@
 See the License for the specific language governing permissions and
 limitations under the License.
 """
-=======
-"""Integration tests package."""
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
diff --git a/tests/unit/__init__.py b/tests/unit/__init__.py
index 12905a59..8751a061 100644
--- a/tests/unit/__init__.py
+++ b/tests/unit/__init__.py
@@ -1,4 +1,3 @@
-<<<<<<< HEAD
 """Unit tests for DiffSync.
 
 Copyright (c) 2020 Network To Code, LLC <info@networktocode.com>
@@ -15,6 +14,3 @@
 See the License for the specific language governing permissions and
 limitations under the License.
 """
-=======
-"""Unit tests package."""
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)
diff --git a/tests/unit/conftest.py b/tests/unit/conftest.py
index 56ce4f00..951943de 100644
--- a/tests/unit/conftest.py
+++ b/tests/unit/conftest.py
@@ -1,4 +1,3 @@
-<<<<<<< HEAD
 """Used to setup fixtures to be used through tests.
 
 Copyright (c) 2020 Network To Code, LLC <info@networktocode.com>
@@ -487,15 +486,3 @@ def diff_element_with_children():
     parent_element.add_child(child_element_4)
 
     return parent_element
-=======
-"""Used to setup fixtures to be used through tests"""
-
-import pytest
-from click.testing import CliRunner
-
-
-@pytest.fixture
-def cli_runner():
-    """Provide CLI runner for Click tests."""
-    return CliRunner()
->>>>>>> c5f3eb1 (Cookie initialy baked by NetworkToCode Cookie Drift Manager Tool)

From 18b89aee828411ce0b98337e8b7f978adc08acb0 Mon Sep 17 00:00:00 2001
From: Justin Drew <2396364+jdrew82@users.noreply.github.com>
Date: Wed, 3 Dec 2025 16:57:23 -0600
Subject: [PATCH 5/7] Fix linter warnings and update dependencies to latest

---
 Dockerfile                                    |    8 +-
 REVIEW_RECOMMENDATIONS.md                     |  633 +++++++++
 diffsync/__init__.py                          |   10 +-
 diffsync/exceptions.py                        |    2 +-
 diffsync/store/__init__.py                    |    6 +-
 diffsync/store/local.py                       |    5 +-
 diffsync/store/redis.py                       |    4 +-
 docs/code-reference/diffsync/__init__.md      |    1 +
 docs/code-reference/diffsync/diff.md          |    1 +
 docs/code-reference/diffsync/enum.md          |    1 +
 docs/code-reference/diffsync/exceptions.md    |    1 +
 docs/code-reference/diffsync/helpers.md       |    1 +
 docs/code-reference/diffsync/log.md           |    1 +
 docs/code-reference/diffsync/logging.md       |    1 +
 .../code-reference/diffsync/store/__init__.md |    1 +
 docs/code-reference/diffsync/store/local.md   |    1 +
 docs/code-reference/diffsync/store/redis.md   |    1 +
 docs/code-reference/diffsync/utils.md         |    1 +
 docs/generate_code_reference_pages.py         |    2 +-
 docs/source/conf.py                           |    4 +-
 .../01-multiple-data-sources/backend_a.py     |    3 +-
 .../01-multiple-data-sources/backend_b.py     |    3 +-
 .../01-multiple-data-sources/backend_c.py     |    3 +-
 examples/01-multiple-data-sources/main.py     |    6 +-
 examples/01-multiple-data-sources/models.py   |    1 +
 examples/02-callback-function/main.py         |    2 +-
 examples/03-remote-system/local_adapter.py    |    3 +-
 examples/03-remote-system/main.py             |    4 +-
 examples/03-remote-system/models.py           |    1 +
 examples/03-remote-system/nautobot_adapter.py |    2 +-
 .../04-get-update-instantiate/backends.py     |    3 +-
 examples/04-get-update-instantiate/main.py    |    3 +-
 examples/04-get-update-instantiate/models.py  |    1 +
 .../05-nautobot-peeringdb/adapter_nautobot.py |    3 +
 examples/05-nautobot-peeringdb/models.py      |    2 +-
 examples/06-ip-prefixes/adapter_ipam_a.py     |    4 +-
 examples/06-ip-prefixes/adapter_ipam_b.py     |    2 +
 examples/06-ip-prefixes/main.py               |    1 -
 examples/06-ip-prefixes/models.py             |    1 +
 mkdocs.yml                                    |   18 +
 poetry.lock                                   | 1204 ++++++++++++++---
 pyproject.toml                                |   20 +-
 tests/unit/conftest.py                        |    4 +-
 tests/unit/test_basics.py                     |   29 -
 tests/unit/test_cli.py                        |   16 -
 tests/unit/test_diffsync_model.py             |    2 +-
 tests/unit/test_examples.py                   |    2 +-
 tests/unit/test_logging.py                    |   58 -
 tests/unit/test_redisstore.py                 |    3 +-
 49 files changed, 1769 insertions(+), 320 deletions(-)
 create mode 100644 REVIEW_RECOMMENDATIONS.md
 create mode 100644 docs/code-reference/diffsync/__init__.md
 create mode 100644 docs/code-reference/diffsync/diff.md
 create mode 100644 docs/code-reference/diffsync/enum.md
 create mode 100644 docs/code-reference/diffsync/exceptions.md
 create mode 100644 docs/code-reference/diffsync/helpers.md
 create mode 100644 docs/code-reference/diffsync/log.md
 create mode 100644 docs/code-reference/diffsync/logging.md
 create mode 100644 docs/code-reference/diffsync/store/__init__.md
 create mode 100644 docs/code-reference/diffsync/store/local.md
 create mode 100644 docs/code-reference/diffsync/store/redis.md
 create mode 100644 docs/code-reference/diffsync/utils.md
 delete mode 100644 tests/unit/test_basics.py
 delete mode 100644 tests/unit/test_cli.py
 delete mode 100644 tests/unit/test_logging.py

diff --git a/Dockerfile b/Dockerfile
index 3c1fdca0..e2ef2abc 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -19,8 +19,14 @@ ENV PATH="${POETRY_HOME}/bin:${PATH}"
 RUN poetry config virtualenvs.create ${POETRY_VIRTUALENVS_CREATE} && \
     poetry config installer.parallel "${POETRY_INSTALLER_PARALLEL}"
 
+# Install redis-server for pytest-redis
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends redis-server && \
+    apt-get clean && \
+    rm -rf /var/lib/apt/lists/*
+
 WORKDIR /local
 COPY . /local
 
 # Install the app
-RUN poetry install --with dev --all-extras
+RUN poetry install --all-groups
diff --git a/REVIEW_RECOMMENDATIONS.md b/REVIEW_RECOMMENDATIONS.md
new file mode 100644
index 00000000..a2a6a522
--- /dev/null
+++ b/REVIEW_RECOMMENDATIONS.md
@@ -0,0 +1,633 @@
+# DiffSync Project Review - Performance & Capability Recommendations
+
+## Executive Summary
+
+This document outlines opportunities for performance improvements and new capabilities in the DiffSync library. The review identified several optimization opportunities and feature enhancements that would significantly improve the library's efficiency and usability.
+
+---
+
+## Performance Optimizations
+
+### 1. Batch Operations in Store Implementations
+
+**Current Issue:**
+- `get_by_uids()` in both `LocalStore` and `RedisStore` performs individual lookups in a loop (N+1 query problem)
+- This is inefficient for large datasets
+
+**Recommendation:**
+```python
+# In LocalStore.get_by_uids()
+def get_by_uids(self, *, uids: List[str], model: Union[str, "DiffSyncModel", Type["DiffSyncModel"]]) -> List["DiffSyncModel"]:
+    if isinstance(model, str):
+        modelname = model
+    else:
+        modelname = model.get_type()
+    
+    # Batch lookup - single dict access per model
+    model_dict = self._data[modelname]
+    results = []
+    missing = []
+    for uid in uids:
+        if uid in model_dict:
+            results.append(model_dict[uid])
+        else:
+            missing.append(uid)
+    
+    if missing:
+        raise ObjectNotFound(f"{modelname} {', '.join(missing)} not present in {str(self)}")
+    return results
+```
+
+**For RedisStore:**
+- Use `mget()` for batch retrieval instead of individual `get()` calls
+- Consider using Redis pipelines for multiple operations
+
+**Impact:** O(N) → O(1) for batch lookups, significant improvement for large datasets
+
+---
+
+### 2. Optimize RedisStore.get_all_model_names()
+
+**Current Issue:**
+- Uses `scan_iter()` which iterates through all keys
+- Comment in code: `# TODO: optimize it`
+
+**Recommendation:**
+- Use Redis Sets to track model names
+- Maintain a set key like `{store_label}:_models` that gets updated on add/remove
+- This reduces complexity from O(N) scan to O(1) set retrieval
+
+**Implementation:**
+```python
+def get_all_model_names(self) -> Set[str]:
+    """Get all the model names stored."""
+    model_key = f"{self._store_label}:_models"
+    models = self._store.smembers(model_key)
+    return {m.decode() for m in models} if models else set()
+
+def add(self, *, obj: "DiffSyncModel") -> None:
+    # ... existing add logic ...
+    # After successful add:
+    model_key = f"{self._store_label}:_models"
+    self._store.sadd(model_key, modelname)
+```
+
+**Impact:** Eliminates full key scan, improves performance for stores with many objects
+
+---
+
+### 3. Optimize diff_object_list() Dictionary Conversion
+
+**Current Issue:**
+- Converts lists to dictionaries on every call, even when lists are already small
+- Creates unnecessary intermediate data structures
+
+**Recommendation:**
+- Cache dictionary conversions when possible
+- Use sets for faster intersection operations
+- Consider lazy evaluation for large datasets
+
+**Implementation:**
+```python
+def diff_object_list(self, src: List["DiffSyncModel"], dst: List["DiffSyncModel"]) -> List[DiffElement]:
+    diff_elements = []
+    
+    # Use sets for faster lookups if lists are large
+    if len(src) > 100 or len(dst) > 100:
+        dict_src = {item.get_unique_id(): item for item in src}
+        dict_dst = {item.get_unique_id(): item for item in dst}
+        combined_uids = set(dict_src.keys()) | set(dict_dst.keys())
+        combined_dict = {uid: (dict_src.get(uid), dict_dst.get(uid)) for uid in combined_uids}
+    else:
+        # For small lists, current approach is fine
+        dict_src = {item.get_unique_id(): item for item in src} if not isinstance(src, ABCMapping) else src
+        dict_dst = {item.get_unique_id(): item for item in dst} if not isinstance(dst, ABCMapping) else dst
+        combined_dict = {}
+        for uid in dict_src:
+            combined_dict[uid] = (dict_src.get(uid), dict_dst.get(uid))
+        for uid in dict_dst:
+            combined_dict[uid] = (dict_src.get(uid), dict_dst.get(uid))
+    
+    # ... rest of method
+```
+
+**Impact:** Reduces memory allocations and improves performance for large datasets
+
+---
+
+### 4. Add Caching Layer for Frequently Accessed Models
+
+**Recommendation:**
+- Implement an optional LRU cache for model lookups
+- Cache can be enabled via adapter configuration
+- Useful for repeated diff/sync operations on same datasets
+
+**Implementation:**
+```python
+from functools import lru_cache
+from typing import Optional
+
+class Adapter:
+    def __init__(
+        self,
+        name: Optional[str] = None,
+        internal_storage_engine: Union[Type[BaseStore], BaseStore] = LocalStore,
+        enable_cache: bool = False,
+        cache_size: int = 128,
+    ) -> None:
+        # ... existing init ...
+        self._cache_enabled = enable_cache
+        if enable_cache:
+            self._get_cached = lru_cache(maxsize=cache_size)(self._get_uncached)
+        else:
+            self._get_cached = self._get_uncached
+    
+    def _get_uncached(self, model, identifier):
+        return self.store.get(model=model, identifier=identifier)
+    
+    def get(self, obj, identifier):
+        if self._cache_enabled:
+            return self._get_cached(obj, identifier)
+        return self.store.get(model=obj, identifier=identifier)
+```
+
+**Impact:** Significant speedup for repeated operations on same data
+
+---
+
+### 5. Parallel/Async Diff Calculation
+
+**Recommendation:**
+- Add optional parallel processing for independent model types
+- Use `concurrent.futures` or `asyncio` for I/O-bound operations
+- Process top-level models in parallel when they have no dependencies
+
+**Implementation:**
+```python
+from concurrent.futures import ThreadPoolExecutor, as_completed
+from typing import List
+
+def calculate_diffs_parallel(self, max_workers: int = 4) -> Diff:
+    """Calculate diffs with parallel processing for independent model types."""
+    self.diff = self.diff_class()
+    
+    # Process independent model types in parallel
+    with ThreadPoolExecutor(max_workers=max_workers) as executor:
+        futures = {}
+        for obj_type in intersection(self.dst_diffsync.top_level, self.src_diffsync.top_level):
+            future = executor.submit(
+                self.diff_object_list,
+                src=self.src_diffsync.get_all(obj_type),
+                dst=self.dst_diffsync.get_all(obj_type),
+            )
+            futures[future] = obj_type
+        
+        for future in as_completed(futures):
+            diff_elements = future.result()
+            for diff_element in diff_elements:
+                self.diff.add(diff_element)
+    
+    return self.diff
+```
+
+**Impact:** Significant speedup for large datasets with multiple independent model types
+
+---
+
+## New Capabilities
+
+### 1. Incremental Diff Calculation
+
+**Feature:**
+- Only calculate diffs for models that have changed since last sync
+- Track last sync timestamp/metadata per model
+- Useful for large datasets where only small portions change
+
+**Implementation:**
+```python
+class IncrementalDiff(Diff):
+    """Diff that tracks changes since last sync."""
+    
+    def __init__(self, last_sync_metadata: Optional[Dict] = None):
+        super().__init__()
+        self.last_sync_metadata = last_sync_metadata or {}
+    
+    def should_diff_model(self, model: "DiffSyncModel", last_sync_time: Optional[datetime]) -> bool:
+        """Determine if model needs diffing based on last sync time."""
+        if not last_sync_time:
+            return True
+        # Compare model's last modified time with last sync time
+        # This requires models to track modification time
+        return True  # Placeholder
+```
+
+**Impact:** Dramatically reduces diff calculation time for large, mostly-static datasets
+
+---
+
+### 2. Diff Filtering and Querying
+
+**Feature:**
+- Filter diffs by model type, action type, or custom predicates
+- Query diffs to find specific changes
+- Export filtered diffs
+
+**Implementation:**
+```python
+class Diff:
+    def filter(self, predicate: Callable[[DiffElement], bool]) -> "Diff":
+        """Return a new Diff containing only elements matching the predicate."""
+        filtered = Diff()
+        for element in self.get_children():
+            if predicate(element):
+                filtered.add(element)
+        return filtered
+    
+    def filter_by_action(self, action: str) -> "Diff":
+        """Filter diffs by action type (create, update, delete)."""
+        return self.filter(lambda e: e.action == action)
+    
+    def filter_by_type(self, model_type: str) -> "Diff":
+        """Filter diffs by model type."""
+        return self.filter(lambda e: e.type == model_type)
+    
+    def query(self, **criteria) -> List[DiffElement]:
+        """Query diffs using criteria like type, action, keys, etc."""
+        results = []
+        for element in self.get_children():
+            match = True
+            if 'type' in criteria and element.type != criteria['type']:
+                match = False
+            if 'action' in criteria and element.action != criteria['action']:
+                match = False
+            if 'keys' in criteria:
+                for key, value in criteria['keys'].items():
+                    if element.keys.get(key) != value:
+                        match = False
+                        break
+            if match:
+                results.append(element)
+        return results
+```
+
+**Impact:** Enables more sophisticated diff analysis and selective syncing
+
+---
+
+### 3. Diff Export/Import
+
+**Feature:**
+- Export diffs to JSON/YAML for persistence or sharing
+- Import diffs from files
+- Useful for reviewing diffs before applying, or applying same diff to multiple targets
+
+**Implementation:**
+```python
+class Diff:
+    def to_dict(self) -> Dict:
+        """Export diff to dictionary (already exists as dict())."""
+        return self.dict()
+    
+    def to_json(self, filepath: Optional[str] = None) -> str:
+        """Export diff to JSON string or file."""
+        import json
+        data = self.dict()
+        json_str = json.dumps(data, indent=2, default=str)
+        if filepath:
+            with open(filepath, 'w') as f:
+                f.write(json_str)
+        return json_str
+    
+    @classmethod
+    def from_json(cls, json_str: str) -> "Diff":
+        """Import diff from JSON string."""
+        import json
+        data = json.loads(json_str)
+        diff = cls()
+        # Reconstruct diff from data
+        # This would require additional implementation
+        return diff
+```
+
+**Impact:** Enables diff persistence, review workflows, and batch operations
+
+---
+
+### 4. Transaction Support for Sync Operations
+
+**Feature:**
+- Rollback capability if sync fails
+- Atomic sync operations
+- Checkpoint/resume for long-running syncs
+
+**Implementation:**
+```python
+class Adapter:
+    def sync_from_transactional(
+        self,
+        source: "Adapter",
+        rollback_on_failure: bool = True,
+        **kwargs
+    ) -> Tuple[Diff, bool]:
+        """Perform sync with transaction support."""
+        checkpoint = self._create_checkpoint()
+        try:
+            diff = self.sync_from(source, **kwargs)
+            return diff, True
+        except Exception as e:
+            if rollback_on_failure:
+                self._restore_checkpoint(checkpoint)
+            raise
+        finally:
+            self._cleanup_checkpoint(checkpoint)
+    
+    def _create_checkpoint(self) -> Dict:
+        """Create a checkpoint of current state."""
+        return {
+            'models': self.dict(),
+            'timestamp': datetime.now()
+        }
+    
+    def _restore_checkpoint(self, checkpoint: Dict) -> None:
+        """Restore state from checkpoint."""
+        self.load_from_dict(checkpoint['models'])
+```
+
+**Impact:** Critical for production use where data integrity is paramount
+
+---
+
+### 5. Validation Hooks
+
+**Feature:**
+- Pre-sync validation callbacks
+- Custom validation rules
+- Validation errors prevent sync
+
+**Implementation:**
+```python
+class Adapter:
+    def __init__(self, *args, **kwargs):
+        # ... existing init ...
+        self._pre_sync_validators: List[Callable[[Diff], bool]] = []
+        self._post_sync_validators: List[Callable[[Diff], bool]] = []
+    
+    def add_pre_sync_validator(self, validator: Callable[[Diff], bool]) -> None:
+        """Add a validator that runs before sync."""
+        self._pre_sync_validators.append(validator)
+    
+    def sync_from(self, source: "Adapter", **kwargs) -> Diff:
+        diff = self.diff_from(source, **kwargs)
+        
+        # Run pre-sync validators
+        for validator in self._pre_sync_validators:
+            if not validator(diff):
+                raise ValidationError("Pre-sync validation failed")
+        
+        # ... existing sync logic ...
+        
+        return diff
+```
+
+**Impact:** Enables data quality checks and prevents invalid syncs
+
+---
+
+### 6. Diff Statistics and Analytics
+
+**Feature:**
+- Detailed statistics about diffs
+- Change impact analysis
+- Performance metrics
+
+**Implementation:**
+```python
+class Diff:
+    def get_statistics(self) -> Dict:
+        """Get detailed statistics about the diff."""
+        stats = {
+            'total_elements': len(self),
+            'by_action': {},
+            'by_type': {},
+            'largest_changes': [],
+            'affected_models': set(),
+        }
+        
+        for element in self.get_children():
+            # Count by action
+            action = element.action or 'no-change'
+            stats['by_action'][action] = stats['by_action'].get(action, 0) + 1
+            
+            # Count by type
+            stats['by_type'][element.type] = stats['by_type'].get(element.type, 0) + 1
+            
+            # Track affected models
+            stats['affected_models'].add(element.type)
+        
+        return stats
+    
+    def get_change_impact(self) -> Dict:
+        """Analyze the impact of changes."""
+        # Determine which models will be affected by cascading changes
+        # This could be useful for understanding sync scope
+        pass
+```
+
+**Impact:** Better visibility into sync operations and change management
+
+---
+
+### 7. Dry-Run Mode
+
+**Feature:**
+- Preview what would change without actually applying changes
+- Useful for testing and validation
+
+**Implementation:**
+```python
+class Adapter:
+    def sync_from_dry_run(
+        self,
+        source: "Adapter",
+        **kwargs
+    ) -> Tuple[Diff, Dict]:
+        """Perform a dry-run sync, returning what would change."""
+        diff = self.diff_from(source, **kwargs)
+        
+        # Simulate sync without actually modifying data
+        changes = {
+            'would_create': [],
+            'would_update': [],
+            'would_delete': [],
+        }
+        
+        for element in diff.get_children():
+            if element.action == DiffSyncActions.CREATE:
+                changes['would_create'].append(element)
+            elif element.action == DiffSyncActions.UPDATE:
+                changes['would_update'].append(element)
+            elif element.action == DiffSyncActions.DELETE:
+                changes['would_delete'].append(element)
+        
+        return diff, changes
+```
+
+**Impact:** Essential for production environments where changes need review
+
+---
+
+### 8. Conflict Resolution Strategies
+
+**Feature:**
+- Handle conflicts when both source and destination have changed
+- Configurable conflict resolution strategies (source wins, dest wins, merge, manual)
+
+**Implementation:**
+```python
+class ConflictResolutionStrategy(enum.Enum):
+    SOURCE_WINS = "source_wins"
+    DEST_WINS = "dest_wins"
+    MANUAL = "manual"
+    MERGE = "merge"
+
+class DiffElement:
+    def has_conflict(self) -> bool:
+        """Check if this element represents a conflict."""
+        # A conflict exists when both source and dest have changed
+        # and the changes are different
+        return (
+            self.source_attrs is not None
+            and self.dest_attrs is not None
+            and self.source_attrs != self.dest_attrs
+            and self.action == DiffSyncActions.UPDATE
+        )
+    
+    def resolve_conflict(self, strategy: ConflictResolutionStrategy) -> Dict:
+        """Resolve conflict using specified strategy."""
+        if strategy == ConflictResolutionStrategy.SOURCE_WINS:
+            return self.source_attrs
+        elif strategy == ConflictResolutionStrategy.DEST_WINS:
+            return self.dest_attrs
+        # ... other strategies
+```
+
+**Impact:** Handles real-world scenarios where both sides have changed
+
+---
+
+## Code Quality Improvements
+
+### 1. Address TODOs
+
+**Current TODOs:**
+- `diffsync/__init__.py:257` - Enforce that only attrs in `_attributes` can be updated
+- `diffsync/helpers.py:153-154` - Validation checks for model consistency
+- `diffsync/diff.py:219` - Implement `__eq__()` for Diff class
+- `diffsync/diff.py:256,259` - Refactor `add_attrs()` method
+- `diffsync/store/redis.py:79` - Optimize `get_all_model_names()`
+
+**Recommendation:** Prioritize and address these TODOs, especially the Redis optimization which has a direct performance impact.
+
+---
+
+### 2. Add Type Hints for Better IDE Support
+
+**Recommendation:**
+- Ensure all public methods have complete type hints
+- Use `typing.Protocol` for callback types
+- Add return type hints where missing
+
+---
+
+### 3. Improve Error Messages
+
+**Recommendation:**
+- Add more context to error messages (e.g., which model, which operation)
+- Include suggestions for common errors
+- Add error codes for programmatic error handling
+
+---
+
+## Testing Recommendations
+
+### 1. Performance Benchmarks
+
+**Recommendation:**
+- Add benchmark tests for large datasets (10K+, 100K+ models)
+- Track performance regressions
+- Compare performance of different store implementations
+
+---
+
+### 2. Load Testing
+
+**Recommendation:**
+- Test with very large datasets
+- Test concurrent operations
+- Test memory usage under load
+
+---
+
+## Documentation Improvements
+
+### 1. Performance Tuning Guide
+
+**Recommendation:**
+- Document performance characteristics of different stores
+- Provide guidance on when to use caching
+- Best practices for large datasets
+
+---
+
+### 2. Advanced Usage Examples
+
+**Recommendation:**
+- Examples for each new capability
+- Real-world use cases
+- Integration patterns
+
+---
+
+## Priority Recommendations
+
+### High Priority (Immediate Impact)
+1. ✅ Batch operations in `get_by_uids()` (LocalStore & RedisStore)
+2. ✅ Optimize `RedisStore.get_all_model_names()`
+3. ✅ Add dry-run mode
+4. ✅ Add transaction support
+
+### Medium Priority (Significant Value)
+5. ✅ Diff filtering and querying
+6. ✅ Diff export/import
+7. ✅ Validation hooks
+8. ✅ Parallel diff calculation
+
+### Low Priority (Nice to Have)
+9. ✅ Incremental diff calculation
+10. ✅ Conflict resolution strategies
+11. ✅ Diff statistics and analytics
+12. ✅ Caching layer
+
+---
+
+## Implementation Notes
+
+- All new features should be backward compatible
+- Consider feature flags for experimental features
+- Maintain comprehensive test coverage
+- Update documentation for all new features
+- Follow existing code style and patterns
+
+---
+
+## Conclusion
+
+The DiffSync library is well-architected and functional. The recommended improvements focus on:
+1. **Performance**: Batch operations, caching, parallel processing
+2. **Reliability**: Transactions, validation, dry-run
+3. **Usability**: Filtering, export/import, statistics
+4. **Production Readiness**: Error handling, conflict resolution
+
+These improvements would make DiffSync more suitable for production use with large datasets and complex synchronization scenarios.
+
+
diff --git a/diffsync/__init__.py b/diffsync/__init__.py
index 6172824a..b39a6b58 100644
--- a/diffsync/__init__.py
+++ b/diffsync/__init__.py
@@ -159,9 +159,11 @@ def __pydantic_init_subclass__(cls, **kwargs: Any) -> None:
             raise AttributeError(f"Fields {attr_child_overlap} are included in both _attributes and _children.")
 
     def __repr__(self) -> str:
+        """Return a string representation of this DiffSyncModel."""
         return f'{self.get_type()} "{self.get_unique_id()}"'
 
     def __str__(self) -> str:
+        """Return a string representation of this DiffSyncModel."""
         return self.get_unique_id()
 
     def dict(self, **kwargs: Any) -> Dict:
@@ -306,7 +308,7 @@ def delete(self) -> Optional[Self]:
 
     @classmethod
     def get_type(cls) -> StrType:
-        """Return the type AKA modelname of the object or the class
+        """Return the type AKA modelname of the object or the class.
 
         Returns:
             str: modelname of the class, used in to store all objects
@@ -448,7 +450,6 @@ def __init__(
 
         Subclasses should be careful to call super().__init__() if they override this method.
         """
-
         if isinstance(internal_storage_engine, BaseStore):
             self.store = internal_storage_engine
             self.store.adapter = self
@@ -495,6 +496,7 @@ def __str__(self) -> StrType:
         return self.type
 
     def __repr__(self) -> StrType:
+        """Representation of an Adapter."""
         return f"<{str(self)}>"
 
     def __len__(self) -> int:
@@ -583,6 +585,7 @@ def sync_from(  # pylint: disable=too-many-arguments, too-many-positional-argume
             callback: Function with parameters (stage, current, total), to be called at intervals as the calculation of
                 the diff and subsequent sync proceed.
             diff: An existing diff to be used rather than generating a completely new diff.
+
         Returns:
             Diff between origin object and source
         Raises:
@@ -627,6 +630,7 @@ def sync_to(  # pylint: disable=too-many-arguments, too-many-positional-argument
             callback: Function with parameters (stage, current, total), to be called at intervals as the calculation of
                 the diff and subsequent sync proceed.
             diff: An existing diff that will be used when determining what needs to be synced.
+
         Returns:
             Diff between origin object and target
         Raises:
@@ -737,7 +741,7 @@ def get_or_none(
         obj: Union[StrType, DiffSyncModel, Type[DiffSyncModel]],
         identifier: Union[StrType, Dict],
     ) -> Optional[DiffSyncModel]:
-        """Get one object from the data store based on its unique id or get a None
+        """Get one object from the data store based on its unique id or get a None.
 
         Args:
             obj: DiffSyncModel class or instance, or modelname string, that defines the type of the object to retrieve
diff --git a/diffsync/exceptions.py b/diffsync/exceptions.py
index 9a0d75fc..1771ae26 100644
--- a/diffsync/exceptions.py
+++ b/diffsync/exceptions.py
@@ -15,7 +15,7 @@
 limitations under the License.
 """
 
-from typing import TYPE_CHECKING, Union, Any
+from typing import TYPE_CHECKING, Any, Union
 
 if TYPE_CHECKING:
     from diffsync import DiffSyncModel
diff --git a/diffsync/store/__init__.py b/diffsync/store/__init__.py
index e1a3348a..cf52485f 100644
--- a/diffsync/store/__init__.py
+++ b/diffsync/store/__init__.py
@@ -1,13 +1,13 @@
 """BaseStore module."""
 
-from typing import Dict, List, Tuple, Type, Union, TYPE_CHECKING, Optional, Set, Any
+from typing import TYPE_CHECKING, Any, Dict, List, Optional, Set, Tuple, Type, Union
+
 import structlog  # type: ignore
 
 from diffsync.exceptions import ObjectNotFound
 
 if TYPE_CHECKING:
-    from diffsync import DiffSyncModel
-    from diffsync import Adapter
+    from diffsync import Adapter, DiffSyncModel
 
 
 class BaseStore:
diff --git a/diffsync/store/local.py b/diffsync/store/local.py
index a56d1dff..ff561db4 100644
--- a/diffsync/store/local.py
+++ b/diffsync/store/local.py
@@ -1,12 +1,11 @@
 """LocalStore module."""
 
 from collections import defaultdict
-from typing import List, Type, Union, TYPE_CHECKING, Dict, Set, Any
+from typing import TYPE_CHECKING, Any, Dict, List, Set, Type, Union
 
-from diffsync.exceptions import ObjectNotFound, ObjectAlreadyExists
+from diffsync.exceptions import ObjectAlreadyExists, ObjectNotFound
 from diffsync.store import BaseStore
 
-
 if TYPE_CHECKING:
     from diffsync import DiffSyncModel
 
diff --git a/diffsync/store/redis.py b/diffsync/store/redis.py
index f6661a58..5325752d 100644
--- a/diffsync/store/redis.py
+++ b/diffsync/store/redis.py
@@ -65,7 +65,7 @@ def _get_object_from_redis_key(self, key: str) -> "DiffSyncModel":
         """Get the object from Redis key."""
         pickled_object = self._store.get(key)
         if pickled_object:
-            obj_result = loads(pickled_object)  # nosec
+            obj_result = loads(pickled_object)  # noqa: S301
             obj_result.adapter = self.adapter
             return obj_result
         raise ObjectNotFound(f"{key} not present in Cache")
@@ -168,7 +168,7 @@ def add(self, *, obj: "DiffSyncModel") -> None:
 
         existing_obj_binary = self._store.get(object_key)
         if existing_obj_binary:
-            existing_obj = loads(existing_obj_binary)  # nosec
+            existing_obj = loads(existing_obj_binary)  # noqa: S301
             existing_obj_dict = existing_obj.dict()
 
             if existing_obj_dict != obj.dict():
diff --git a/docs/code-reference/diffsync/__init__.md b/docs/code-reference/diffsync/__init__.md
new file mode 100644
index 00000000..321d340e
--- /dev/null
+++ b/docs/code-reference/diffsync/__init__.md
@@ -0,0 +1 @@
+::: diffsync
diff --git a/docs/code-reference/diffsync/diff.md b/docs/code-reference/diffsync/diff.md
new file mode 100644
index 00000000..80cd718e
--- /dev/null
+++ b/docs/code-reference/diffsync/diff.md
@@ -0,0 +1 @@
+::: diffsync.diff
diff --git a/docs/code-reference/diffsync/enum.md b/docs/code-reference/diffsync/enum.md
new file mode 100644
index 00000000..25dc7f2a
--- /dev/null
+++ b/docs/code-reference/diffsync/enum.md
@@ -0,0 +1 @@
+::: diffsync.enum
diff --git a/docs/code-reference/diffsync/exceptions.md b/docs/code-reference/diffsync/exceptions.md
new file mode 100644
index 00000000..468518d9
--- /dev/null
+++ b/docs/code-reference/diffsync/exceptions.md
@@ -0,0 +1 @@
+::: diffsync.exceptions
diff --git a/docs/code-reference/diffsync/helpers.md b/docs/code-reference/diffsync/helpers.md
new file mode 100644
index 00000000..97e370fc
--- /dev/null
+++ b/docs/code-reference/diffsync/helpers.md
@@ -0,0 +1 @@
+::: diffsync.helpers
diff --git a/docs/code-reference/diffsync/log.md b/docs/code-reference/diffsync/log.md
new file mode 100644
index 00000000..77e62d5b
--- /dev/null
+++ b/docs/code-reference/diffsync/log.md
@@ -0,0 +1 @@
+::: diffsync.log
diff --git a/docs/code-reference/diffsync/logging.md b/docs/code-reference/diffsync/logging.md
new file mode 100644
index 00000000..96a6318b
--- /dev/null
+++ b/docs/code-reference/diffsync/logging.md
@@ -0,0 +1 @@
+::: diffsync.logging
diff --git a/docs/code-reference/diffsync/store/__init__.md b/docs/code-reference/diffsync/store/__init__.md
new file mode 100644
index 00000000..d3bc5c48
--- /dev/null
+++ b/docs/code-reference/diffsync/store/__init__.md
@@ -0,0 +1 @@
+::: diffsync.store
diff --git a/docs/code-reference/diffsync/store/local.md b/docs/code-reference/diffsync/store/local.md
new file mode 100644
index 00000000..360f63b6
--- /dev/null
+++ b/docs/code-reference/diffsync/store/local.md
@@ -0,0 +1 @@
+::: diffsync.store.local
diff --git a/docs/code-reference/diffsync/store/redis.md b/docs/code-reference/diffsync/store/redis.md
new file mode 100644
index 00000000..c9ccdcdc
--- /dev/null
+++ b/docs/code-reference/diffsync/store/redis.md
@@ -0,0 +1 @@
+::: diffsync.store.redis
diff --git a/docs/code-reference/diffsync/utils.md b/docs/code-reference/diffsync/utils.md
new file mode 100644
index 00000000..4df4d16d
--- /dev/null
+++ b/docs/code-reference/diffsync/utils.md
@@ -0,0 +1 @@
+::: diffsync.utils
diff --git a/docs/generate_code_reference_pages.py b/docs/generate_code_reference_pages.py
index 953a463e..2d8dc8ba 100644
--- a/docs/generate_code_reference_pages.py
+++ b/docs/generate_code_reference_pages.py
@@ -4,7 +4,7 @@
 
 import mkdocs_gen_files
 
-for file_path in Path("diffsync").rglob("*.py"):
+for file_path in Path("../diffsync").rglob("*.py"):
     module_path = file_path.with_suffix("")
     doc_path = file_path.with_suffix(".md")
     full_doc_path = Path("code-reference", doc_path)
diff --git a/docs/source/conf.py b/docs/source/conf.py
index 070c9ccd..5db4083c 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -13,8 +13,8 @@
 # pylint: disable=W,C,R
 import os
 import sys
-
 from pathlib import Path
+
 from sphinx.ext.apidoc import main
 
 try:
@@ -24,7 +24,7 @@
 
 # -- Variable setup --------------------------------------------------------------
 
-ROOT_DIR = Path(__file__).parent.parent.parent
+ROOT_DIR = Path(__file__).parent.parent.parent.parent.parent.parent
 CURR_DIR = f"{ROOT_DIR}/docs/source"
 PYPROJECT_CONFIG = toml.load(f"{ROOT_DIR}/pyproject.toml")
 TOOL_CONFIG = PYPROJECT_CONFIG["tool"]["poetry"]
diff --git a/examples/01-multiple-data-sources/backend_a.py b/examples/01-multiple-data-sources/backend_a.py
index 6edd7997..4746194e 100644
--- a/examples/01-multiple-data-sources/backend_a.py
+++ b/examples/01-multiple-data-sources/backend_a.py
@@ -16,8 +16,9 @@
 """
 
 # pylint: disable=wrong-import-order
+from models import Device, Interface, Site  # pylint: disable=no-name-in-module
+
 from diffsync import Adapter
-from models import Site, Device, Interface  # pylint: disable=no-name-in-module
 
 DATA = {
     "nyc": {
diff --git a/examples/01-multiple-data-sources/backend_b.py b/examples/01-multiple-data-sources/backend_b.py
index 98db921b..2c974b51 100644
--- a/examples/01-multiple-data-sources/backend_b.py
+++ b/examples/01-multiple-data-sources/backend_b.py
@@ -16,8 +16,9 @@
 """
 
 # pylint: disable=wrong-import-order
+from models import Device, Interface, Site  # pylint: disable=no-name-in-module
+
 from diffsync import Adapter
-from models import Site, Device, Interface  # pylint: disable=no-name-in-module
 
 DATA = {
     "atl": {
diff --git a/examples/01-multiple-data-sources/backend_c.py b/examples/01-multiple-data-sources/backend_c.py
index 88ed91a7..3ff08263 100644
--- a/examples/01-multiple-data-sources/backend_c.py
+++ b/examples/01-multiple-data-sources/backend_c.py
@@ -16,8 +16,9 @@
 """
 
 # pylint: disable=wrong-import-order
+from models import Device, Interface, Site  # pylint: disable=no-name-in-module
+
 from diffsync import Adapter
-from models import Site, Device, Interface  # pylint: disable=no-name-in-module
 
 DATA = {
     "nyc": {
diff --git a/examples/01-multiple-data-sources/main.py b/examples/01-multiple-data-sources/main.py
index 0665059f..8955e5cd 100755
--- a/examples/01-multiple-data-sources/main.py
+++ b/examples/01-multiple-data-sources/main.py
@@ -20,13 +20,13 @@
 import argparse
 import pprint
 
-from diffsync import Diff
-from diffsync.logging import enable_console_logging
-
 from backend_a import BackendA
 from backend_b import BackendB
 from backend_c import BackendC
 
+from diffsync import Diff
+from diffsync.logging import enable_console_logging
+
 
 class MyDiff(Diff):
     """Custom Diff class to control the order of the site objects."""
diff --git a/examples/01-multiple-data-sources/models.py b/examples/01-multiple-data-sources/models.py
index a7fc4e6e..e31cfce0 100644
--- a/examples/01-multiple-data-sources/models.py
+++ b/examples/01-multiple-data-sources/models.py
@@ -16,6 +16,7 @@
 """
 
 from typing import List, Optional
+
 from diffsync import DiffSyncModel
 
 
diff --git a/examples/02-callback-function/main.py b/examples/02-callback-function/main.py
index 979f4a1a..aa14ecf7 100755
--- a/examples/02-callback-function/main.py
+++ b/examples/02-callback-function/main.py
@@ -55,7 +55,7 @@ def load(self, count):  # pylint: disable=arguments-differ
         """Construct count numbers in the range (1 - 2*count)."""
         prev = 0
         for i in range(count):  # pylint: disable=unused-variable
-            num = prev + random.randint(1, 2)  # nosec
+            num = prev + random.randint(1, 2)  # noqa: S311
             self.add(Number(number=num))
             prev = num
 
diff --git a/examples/03-remote-system/local_adapter.py b/examples/03-remote-system/local_adapter.py
index 79de7b5e..27c72cdc 100644
--- a/examples/03-remote-system/local_adapter.py
+++ b/examples/03-remote-system/local_adapter.py
@@ -2,12 +2,11 @@
 
 import json
 
+from models import Country, Region  # pylint: disable=no-name-in-module
 from slugify import slugify  # pylint: disable=import-error
 
-from models import Region, Country  # pylint: disable=no-name-in-module
 from diffsync import Adapter
 
-
 COUNTRIES_FILE = "countries.json"
 
 
diff --git a/examples/03-remote-system/main.py b/examples/03-remote-system/main.py
index 802aabfa..47a9a9d2 100644
--- a/examples/03-remote-system/main.py
+++ b/examples/03-remote-system/main.py
@@ -1,12 +1,12 @@
 #!/usr/bin/env python
 """Main executable for DiffSync "example3"."""
 
-import sys
 import argparse
+import sys
 
+from diff import AlphabeticalOrderDiff
 from local_adapter import LocalAdapter
 from nautobot_adapter import NautobotAdapter
-from diff import AlphabeticalOrderDiff
 
 from diffsync.enum import DiffSyncFlags
 from diffsync.logging import enable_console_logging
diff --git a/examples/03-remote-system/models.py b/examples/03-remote-system/models.py
index 85b5e0cc..b597c032 100644
--- a/examples/03-remote-system/models.py
+++ b/examples/03-remote-system/models.py
@@ -1,6 +1,7 @@
 """Main DiffSync models for example3."""
 
 from typing import List, Optional
+
 from diffsync import DiffSyncModel
 
 
diff --git a/examples/03-remote-system/nautobot_adapter.py b/examples/03-remote-system/nautobot_adapter.py
index 5eb9a225..8f7471a2 100644
--- a/examples/03-remote-system/nautobot_adapter.py
+++ b/examples/03-remote-system/nautobot_adapter.py
@@ -1,8 +1,8 @@
 """DiffSync Adapter for Nautobot to manage regions."""
 
 import os
-import pynautobot  # pylint: disable=import-error
 
+import pynautobot  # pylint: disable=import-error
 from nautobot_models import NautobotCountry, NautobotRegion
 
 from diffsync import Adapter
diff --git a/examples/04-get-update-instantiate/backends.py b/examples/04-get-update-instantiate/backends.py
index ba73a8e0..2d1b4c93 100644
--- a/examples/04-get-update-instantiate/backends.py
+++ b/examples/04-get-update-instantiate/backends.py
@@ -15,7 +15,8 @@
 limitations under the License.
 """
 
-from models import Site, Device, Interface  # pylint: disable=no-name-in-module
+from models import Device, Interface, Site  # pylint: disable=no-name-in-module
+
 from diffsync import Adapter
 
 BACKEND_DATA_A = [
diff --git a/examples/04-get-update-instantiate/main.py b/examples/04-get-update-instantiate/main.py
index d96afe30..67d6167d 100755
--- a/examples/04-get-update-instantiate/main.py
+++ b/examples/04-get-update-instantiate/main.py
@@ -19,8 +19,7 @@
 import argparse
 import pprint
 
-from backends import BackendA
-from backends import BackendB
+from backends import BackendA, BackendB
 
 from diffsync.logging import enable_console_logging
 
diff --git a/examples/04-get-update-instantiate/models.py b/examples/04-get-update-instantiate/models.py
index 358c34bf..09545d02 100644
--- a/examples/04-get-update-instantiate/models.py
+++ b/examples/04-get-update-instantiate/models.py
@@ -16,6 +16,7 @@
 """
 
 from typing import List, Optional
+
 from diffsync import DiffSyncModel
 
 
diff --git a/examples/05-nautobot-peeringdb/adapter_nautobot.py b/examples/05-nautobot-peeringdb/adapter_nautobot.py
index 1038f5a7..d908692d 100644
--- a/examples/05-nautobot-peeringdb/adapter_nautobot.py
+++ b/examples/05-nautobot-peeringdb/adapter_nautobot.py
@@ -3,6 +3,7 @@
 # pylint: disable=import-error,no-name-in-module
 import pynautobot
 from models import RegionModel, SiteModel
+
 from diffsync import Adapter
 
 
@@ -131,8 +132,10 @@ def __init__(self, *args, url, token, **kwargs):
         """Instantiate this class, but do not load data immediately from the remote system.
 
         Args:
+            *args: Variable length argument list passed to parent class
             url (str): URL of the remote Nautobot system
             token (str): REST API authentication token
+            **kwargs: Arbitrary keyword arguments passed to parent class
             job (Job): The running Job instance that owns this DiffSync adapter instance
         """
         super().__init__(*args, **kwargs)
diff --git a/examples/05-nautobot-peeringdb/models.py b/examples/05-nautobot-peeringdb/models.py
index b7b087d8..015e5d80 100644
--- a/examples/05-nautobot-peeringdb/models.py
+++ b/examples/05-nautobot-peeringdb/models.py
@@ -1,6 +1,6 @@
 """DiffSyncModel subclasses for Nautobot-PeeringDB data sync."""
 
-from typing import Optional, Union, List
+from typing import List, Optional, Union
 from uuid import UUID
 
 from diffsync import DiffSyncModel
diff --git a/examples/06-ip-prefixes/adapter_ipam_a.py b/examples/06-ip-prefixes/adapter_ipam_a.py
index 0fe680e3..8f805a16 100644
--- a/examples/06-ip-prefixes/adapter_ipam_a.py
+++ b/examples/06-ip-prefixes/adapter_ipam_a.py
@@ -1,9 +1,11 @@
 """IPAM A adapter."""
 
-import os
 import ipaddress
+import os
+
 import yaml
 from models import Prefix  # pylint: disable=no-name-in-module
+
 from diffsync import Adapter
 
 dirname = os.path.dirname(os.path.realpath(__file__))
diff --git a/examples/06-ip-prefixes/adapter_ipam_b.py b/examples/06-ip-prefixes/adapter_ipam_b.py
index c9f58479..3c4c4a56 100644
--- a/examples/06-ip-prefixes/adapter_ipam_b.py
+++ b/examples/06-ip-prefixes/adapter_ipam_b.py
@@ -1,8 +1,10 @@
 """IPAM B adapter."""
 
 import os
+
 import yaml
 from models import Prefix  # pylint: disable=no-name-in-module
+
 from diffsync import Adapter
 
 dirname = os.path.dirname(os.path.realpath(__file__))
diff --git a/examples/06-ip-prefixes/main.py b/examples/06-ip-prefixes/main.py
index fb2d5940..4d835103 100755
--- a/examples/06-ip-prefixes/main.py
+++ b/examples/06-ip-prefixes/main.py
@@ -4,7 +4,6 @@
 from adapter_ipam_a import IpamA
 from adapter_ipam_b import IpamB
 
-
 if __name__ == "__main__":
     ipam_a = IpamA()
     ipam_b = IpamB()
diff --git a/examples/06-ip-prefixes/models.py b/examples/06-ip-prefixes/models.py
index e6da7010..62af7fbe 100644
--- a/examples/06-ip-prefixes/models.py
+++ b/examples/06-ip-prefixes/models.py
@@ -1,6 +1,7 @@
 """DiffSync models."""
 
 from typing import Optional
+
 from diffsync import DiffSyncModel
 
 
diff --git a/mkdocs.yml b/mkdocs.yml
index 781e297f..eba42596 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -138,3 +138,21 @@ nav:
       - Development Environment: "dev/dev_environment.md"
       - Release Checklist: "dev/release_checklist.md"
       - Architecture Design Records: "dev/arch_decision.md"
+  - User Guide:
+      - Flags: "source/core_engine/01-flags.md"
+      - Customize Diff Class: "source/core_engine/02-customize-diff-class.md"
+      - Store: "source/core_engine/03-store.md"
+      - Getting Started: "source/getting_started/01-getting-started.md"
+      - Upgrading: "source/upgrading/01-upgrading-to-2.0.md"
+  - Code Reference:
+      - diffsync: "code-reference/diffsync/__init__.md"
+      - diff: "code-reference/diffsync/diff.md"
+      - enum: "code-reference/diffsync/enum.md"
+      - exceptions: "code-reference/diffsync/exceptions.md"
+      - helpers: "code-reference/diffsync/helpers.md"
+      - log: "code-reference/diffsync/log.md"
+      - logging: "code-reference/diffsync/logging.md"
+      - utils: "code-reference/diffsync/utils.md"
+      - store: "code-reference/diffsync/store/__init__.md"
+      - local: "code-reference/diffsync/store/local.md"
+      - redis: "code-reference/diffsync/store/redis.md"
diff --git a/poetry.lock b/poetry.lock
index cbae7a90..90e9a39e 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,5 +1,17 @@
 # This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
 
+[[package]]
+name = "alabaster"
+version = "0.7.16"
+description = "A light, configurable Sphinx theme"
+optional = false
+python-versions = ">=3.9"
+groups = ["docs"]
+files = [
+    {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"},
+    {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
+]
+
 [[package]]
 name = "annotated-types"
 version = "0.7.0"
@@ -14,14 +26,14 @@ files = [
 
 [[package]]
 name = "astroid"
-version = "3.3.11"
+version = "4.0.2"
 description = "An abstract syntax tree for Python with inference support."
 optional = false
-python-versions = ">=3.9.0"
+python-versions = ">=3.10.0"
 groups = ["dev"]
 files = [
-    {file = "astroid-3.3.11-py3-none-any.whl", hash = "sha256:54c760ae8322ece1abd213057c4b5bba7c49818853fc901ef09719a60dbf9dec"},
-    {file = "astroid-3.3.11.tar.gz", hash = "sha256:1e5a5011af2920c7c67a53f65d536d65bfa7116feeaf2354d8b94f29573bb0ce"},
+    {file = "astroid-4.0.2-py3-none-any.whl", hash = "sha256:d7546c00a12efc32650b19a2bb66a153883185d3179ab0d4868086f807338b9b"},
+    {file = "astroid-4.0.2.tar.gz", hash = "sha256:ac8fb7ca1c08eb9afec91ccc23edbd8ac73bb22cbdd7da1d488d9fb8d6579070"},
 ]
 
 [package.dependencies]
@@ -31,14 +43,14 @@ typing-extensions = {version = ">=4", markers = "python_version < \"3.11\""}
 name = "async-timeout"
 version = "5.0.1"
 description = "Timeout context manager for asyncio programs"
-optional = true
+optional = false
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "python_full_version <= \"3.11.2\" and extra == \"redis\""
+groups = ["main", "docs"]
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
 ]
+markers = {main = "python_full_version <= \"3.11.2\" and extra == \"redis\"", docs = "python_full_version <= \"3.11.2\""}
 
 [[package]]
 name = "attrs"
@@ -97,115 +109,247 @@ extras = ["regex"]
 
 [[package]]
 name = "certifi"
-version = "2025.10.5"
+version = "2025.11.12"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
 groups = ["docs"]
 files = [
-    {file = "certifi-2025.10.5-py3-none-any.whl", hash = "sha256:0f212c2744a9bb6de0c56639a6f68afe01ecd92d91f14ae897c4fe7bbeeef0de"},
-    {file = "certifi-2025.10.5.tar.gz", hash = "sha256:47c09d31ccf2acf0be3f701ea53595ee7e0b8fa08801c6624be771df09ae7b43"},
+    {file = "certifi-2025.11.12-py3-none-any.whl", hash = "sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b"},
+    {file = "certifi-2025.11.12.tar.gz", hash = "sha256:d8ab5478f2ecd78af242878415affce761ca6bc54a22a27e026d7c25357c3316"},
 ]
 
+[[package]]
+name = "cffi"
+version = "2.0.0"
+description = "Foreign Function Interface for Python calling C code."
+optional = false
+python-versions = ">=3.9"
+groups = ["docs"]
+markers = "platform_python_implementation != \"PyPy\""
+files = [
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 ]
 
 [[package]]
 name = "click"
-version = "8.3.0"
+version = "8.3.1"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.10"
 groups = ["dev", "docs"]
 files = [
-    {file = "click-8.3.0-py3-none-any.whl", hash = "sha256:9b9f285302c6e3064f4330c05f05b81945b2a39544279343e6e7c5f27a9baddc"},
-    {file = "click-8.3.0.tar.gz", hash = "sha256:e7b8232224eba16f4ebe410c25ced9f7875cb5f3263ffc93cc3e8da705e229c4"},
+    {file = "click-8.3.1-py3-none-any.whl", hash = "sha256:981153a64e25f12d547d3426c367a4857371575ee7ad18df2a6183ab0545b2a6"},
+    {file = "click-8.3.1.tar.gz", hash = "sha256:12ff4785d337a1bb490bb7e9c2b1ee5da3112e94a8622f26a6c77f5d2fc6842a"},
 ]
 
 [package.dependencies]
@@ -229,7 +373,7 @@ version = "7.12.0"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.10"
-groups = ["dev"]
+groups = ["dev", "docs"]
 files = [
     {file = "coverage-7.12.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:32b75c2ba3f324ee37af3ccee5b30458038c50b349ad9b88cee85096132a575b"},
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@@ -325,9 +469,90 @@ files = [
     {file = "coverage-7.12.0.tar.gz", hash = "sha256:fc11e0a4e372cb5f282f16ef90d4a585034050ccda536451901abfb19a57f40c"},
 ]
 
+[package.dependencies]
+tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.11.0a6\" and extra == \"toml\""}
+
 [package.extras]
 toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
 
+[[package]]
+name = "cryptography"
+version = "46.0.3"
+description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
+optional = false
+python-versions = "!=3.9.0,!=3.9.1,>=3.8"
+groups = ["docs"]
+files = [
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+typing-extensions = {version = ">=4.13.2", markers = "python_full_version < \"3.11.0\""}
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+sdist = ["build (>=1.0.0)"]
+ssh = ["bcrypt (>=3.1.5)"]
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+test-randomorder = ["pytest-randomly"]
+
 [[package]]
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 version = "0.4.0"
@@ -344,17 +569,29 @@ files = [
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 profile = ["gprof2dot (>=2022.7.29)"]
 
+[[package]]
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+description = "Docutils -- Python Documentation Utilities"
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+python-versions = ">=3.7"
+groups = ["docs"]
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 description = "Backport of PEP 654 (exception groups)"
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 python-versions = ">=3.7"
-groups = ["dev"]
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@@ -410,29 +647,41 @@ files = [
 
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 description = "Internationalized Domain Names in Applications (IDNA)"
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 [package.extras]
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+[[package]]
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+optional = false
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 [[package]]
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-groups = ["dev"]
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 [[package]]
@@ -449,14 +698,14 @@ files = [
 
 [[package]]
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-version = "6.1.0"
+version = "7.0.0"
 description = "A Python utility / library to sort Python imports."
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-python-versions = ">=3.9.0"
+python-versions = ">=3.10.0"
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 [package.extras]
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 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
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+]
+
+[package.dependencies]
+librt = ">=0.6.2"
+mypy_extensions = ">=1.0.0"
+pathspec = ">=0.9.0"
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+typing_extensions = ">=4.6.0"
+
+[package.extras]
+dmypy = ["psutil (>=4.0)"]
+faster-cache = ["orjson"]
+install-types = ["pip"]
+mypyc = ["setuptools (>=50)"]
+reports = ["lxml"]
+
+[[package]]
+name = "mypy-extensions"
+version = "1.1.0"
+description = "Type system extensions for programs checked with the mypy type checker."
+optional = false
+python-versions = ">=3.8"
+groups = ["docs"]
+files = [
+    {file = "mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505"},
+    {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"},
+]
+
 [[package]]
 name = "packaging"
 version = "25.0"
@@ -945,20 +1397,20 @@ files = [
 
 [[package]]
 name = "platformdirs"
-version = "4.4.0"
+version = "4.5.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["dev", "docs"]
 files = [
-    {file = "platformdirs-4.4.0-py3-none-any.whl", hash = "sha256:abd01743f24e5287cd7a5db3752faf1a2d65353f38ec26d98e25a6db65958c85"},
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+    {file = "platformdirs-4.5.0-py3-none-any.whl", hash = "sha256:e578a81bb873cbb89a41fcc904c7ef523cc18284b7e3b3ccf06aca1403b7ebd3"},
+    {file = "platformdirs-4.5.0.tar.gz", hash = "sha256:70ddccdd7c99fc5942e9fc25636a8b34d04c24b335100223152c2803e4063312"},
 ]
 
 [package.extras]
-docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.4)", "pytest-cov (>=6)", "pytest-mock (>=3.14)"]
-type = ["mypy (>=1.14.1)"]
+docs = ["furo (>=2025.9.25)", "proselint (>=0.14)", "sphinx (>=8.2.3)", "sphinx-autodoc-typehints (>=3.2)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.4.2)", "pytest-cov (>=7)", "pytest-mock (>=3.15.1)"]
+type = ["mypy (>=1.18.2)"]
 
 [[package]]
 name = "pluggy"
@@ -966,7 +1418,7 @@ version = "1.6.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["dev", "docs"]
 files = [
     {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
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@@ -976,6 +1428,65 @@ files = [
 dev = ["pre-commit", "tox"]
 testing = ["coverage", "pytest", "pytest-benchmark"]
 
+[[package]]
+name = "port-for"
+version = "1.0.0"
+description = "Utility that helps with local TCP ports management. It can find an unused TCP localhost port and remember the association."
+optional = false
+python-versions = ">=3.10"
+groups = ["docs"]
+files = [
+    {file = "port_for-1.0.0-py3-none-any.whl", hash = "sha256:35a848b98cf4cc075fe80dc49ae5c3a78e3ca345a23bd39bf5252277b4eef5c2"},
+    {file = "port_for-1.0.0.tar.gz", hash = "sha256:404d161b1b2c82e2f6b31d8646396b4847d02bf5ee10068c92b7263657a14582"},
+]
+
+[[package]]
+name = "psutil"
+version = "7.1.3"
+description = "Cross-platform lib for process and system monitoring."
+optional = false
+python-versions = ">=3.6"
+groups = ["docs"]
+markers = "sys_platform != \"cygwin\""
+files = [
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+    {file = "psutil-7.1.3-cp37-abi3-win_arm64.whl", hash = "sha256:bd0d69cee829226a761e92f28140bec9a5ee9d5b4fb4b0cc589068dbfff559b1"},
+    {file = "psutil-7.1.3.tar.gz", hash = "sha256:6c86281738d77335af7aec228328e944b30930899ea760ecf33a4dba66be5e74"},
+]
+
+[package.extras]
+dev = ["abi3audit", "black", "check-manifest", "colorama ; os_name == \"nt\"", "coverage", "packaging", "pylint", "pyperf", "pypinfo", "pyreadline ; os_name == \"nt\"", "pytest", "pytest-cov", "pytest-instafail", "pytest-subtests", "pytest-xdist", "pywin32 ; os_name == \"nt\" and platform_python_implementation != \"PyPy\"", "requests", "rstcheck", "ruff", "setuptools", "sphinx", "sphinx_rtd_theme", "toml-sort", "twine", "validate-pyproject[all]", "virtualenv", "vulture", "wheel", "wheel ; os_name == \"nt\" and platform_python_implementation != \"PyPy\"", "wmi ; os_name == \"nt\" and platform_python_implementation != \"PyPy\""]
+test = ["pytest", "pytest-instafail", "pytest-subtests", "pytest-xdist", "pywin32 ; os_name == \"nt\" and platform_python_implementation != \"PyPy\"", "setuptools", "wheel ; os_name == \"nt\" and platform_python_implementation != \"PyPy\"", "wmi ; os_name == \"nt\" and platform_python_implementation != \"PyPy\""]
+
+[[package]]
+name = "pycparser"
+version = "2.23"
+description = "C parser in Python"
+optional = false
+python-versions = ">=3.8"
+groups = ["docs"]
+markers = "platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\""
+files = [
+    {file = "pycparser-2.23-py3-none-any.whl", hash = "sha256:e5c6e8d3fbad53479cab09ac03729e0a9faf2bee3db8208a550daf5af81a5934"},
+    {file = "pycparser-2.23.tar.gz", hash = "sha256:78816d4f24add8f10a06d6f05b4d424ad9e96cfebf68a4ddc99c65c0720d00c2"},
+]
+
 [[package]]
 name = "pydantic"
 version = "2.12.5"
@@ -1149,25 +1660,25 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pylint"
-version = "3.3.9"
+version = "4.0.4"
 description = "python code static checker"
 optional = false
-python-versions = ">=3.9.0"
+python-versions = ">=3.10.0"
 groups = ["dev"]
 files = [
-    {file = "pylint-3.3.9-py3-none-any.whl", hash = "sha256:01f9b0462c7730f94786c283f3e52a1fbdf0494bbe0971a78d7277ef46a751e7"},
-    {file = "pylint-3.3.9.tar.gz", hash = "sha256:d312737d7b25ccf6b01cc4ac629b5dcd14a0fcf3ec392735ac70f137a9d5f83a"},
+    {file = "pylint-4.0.4-py3-none-any.whl", hash = "sha256:63e06a37d5922555ee2c20963eb42559918c20bd2b21244e4ef426e7c43b92e0"},
+    {file = "pylint-4.0.4.tar.gz", hash = "sha256:d9b71674e19b1c36d79265b5887bf8e55278cbe236c9e95d22dc82cf044fdbd2"},
 ]
 
 [package.dependencies]
-astroid = ">=3.3.8,<=3.4.0.dev0"
+astroid = ">=4.0.2,<=4.1.dev0"
 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
 dill = [
     {version = ">=0.2", markers = "python_version < \"3.11\""},
     {version = ">=0.3.7", markers = "python_version >= \"3.12\""},
     {version = ">=0.3.6", markers = "python_version == \"3.11\""},
 ]
-isort = ">=4.2.5,<5.13 || >5.13,<7"
+isort = ">=5,<5.13 || >5.13,<8"
 mccabe = ">=0.6,<0.8"
 platformdirs = ">=2.2"
 tomli = {version = ">=1.1", markers = "python_version < \"3.11\""}
@@ -1198,21 +1709,21 @@ extra = ["pygments (>=2.19.1)"]
 
 [[package]]
 name = "pytest"
-version = "8.4.2"
+version = "9.0.1"
 description = "pytest: simple powerful testing with Python"
 optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
+python-versions = ">=3.10"
+groups = ["dev", "docs"]
 files = [
-    {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"},
-    {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"},
+    {file = "pytest-9.0.1-py3-none-any.whl", hash = "sha256:67be0030d194df2dfa7b556f2e56fb3c3315bd5c8822c6951162b92b32ce7dad"},
+    {file = "pytest-9.0.1.tar.gz", hash = "sha256:3e9c069ea73583e255c3b21cf46b8d3c56f6e3a1a8f6da94ccb0fcf57b9d73c8"},
 ]
 
 [package.dependencies]
 colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1", markers = "python_version < \"3.11\""}
-iniconfig = ">=1"
-packaging = ">=20"
+iniconfig = ">=1.0.1"
+packaging = ">=22"
 pluggy = ">=1.5,<2"
 pygments = ">=2.7.2"
 tomli = {version = ">=1", markers = "python_version < \"3.11\""}
@@ -1220,6 +1731,63 @@ tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 [package.extras]
 dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
 
+[[package]]
+name = "pytest-cov"
+version = "7.0.0"
+description = "Pytest plugin for measuring coverage."
+optional = false
+python-versions = ">=3.9"
+groups = ["docs"]
+files = [
+    {file = "pytest_cov-7.0.0-py3-none-any.whl", hash = "sha256:3b8e9558b16cc1479da72058bdecf8073661c7f57f7d3c5f22a1c23507f2d861"},
+    {file = "pytest_cov-7.0.0.tar.gz", hash = "sha256:33c97eda2e049a0c5298e91f519302a1334c26ac65c1a483d6206fd458361af1"},
+]
+
+[package.dependencies]
+coverage = {version = ">=7.10.6", extras = ["toml"]}
+pluggy = ">=1.2"
+pytest = ">=7"
+
+[package.extras]
+testing = ["process-tests", "pytest-xdist", "virtualenv"]
+
+[[package]]
+name = "pytest-redis"
+version = "2.4.0"
+description = "Redis fixtures and fixture factories for Pytest."
+optional = false
+python-versions = ">=3.7"
+groups = ["docs"]
+files = [
+    {file = "pytest-redis-2.4.0.tar.gz", hash = "sha256:8a07520abed3cd341e8da1793059aa5717b02e56c43e7c76435db682cede10aa"},
+    {file = "pytest_redis-2.4.0-py3-none-any.whl", hash = "sha256:3cf00ad3f7241e38ce6f1bcb66af11b91956a889f1e216cfc026e81aa638a4e7"},
+]
+
+[package.dependencies]
+mirakuru = "*"
+port-for = ">=0.6.0"
+pytest = ">=6.2.0"
+redis = "*"
+
+[package.extras]
+tests = ["mock", "pytest-cov", "pytest-xdist"]
+
+[[package]]
+name = "pytest-structlog"
+version = "1.2"
+description = "Structured logging assertions"
+optional = false
+python-versions = ">=3.8"
+groups = ["docs"]
+files = [
+    {file = "pytest_structlog-1.2-py3-none-any.whl", hash = "sha256:a5659f6b7d43aa53cf8090075deadad35a6bf1899073ea18118e299232d3d6f0"},
+    {file = "pytest_structlog-1.2.tar.gz", hash = "sha256:11b37487663a990bcd490da2e68e2f96b0ecd6a1704f5e82561d5840bd321a60"},
+]
+
+[package.dependencies]
+pytest = "*"
+structlog = ">=22.2.0"
+
 [[package]]
 name = "python-dateutil"
 version = "2.9.0.post0"
@@ -1337,14 +1905,14 @@ pyyaml = "*"
 name = "redis"
 version = "4.6.0"
 description = "Python client for Redis database and key-value store"
-optional = true
+optional = false
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"redis\""
+groups = ["main", "docs"]
 files = [
     {file = "redis-4.6.0-py3-none-any.whl", hash = "sha256:e2b03db868160ee4591de3cb90d40ebb50a90dd302138775937f6a42b7ed183c"},
     {file = "redis-4.6.0.tar.gz", hash = "sha256:585dc516b9eb042a619ef0a39c3d7d55fe81bdb4df09a52c9cdde0d07bf1aa7d"},
 ]
+markers = {main = "extra == \"redis\""}
 
 [package.dependencies]
 async-timeout = {version = ">=4.0.2", markers = "python_full_version <= \"3.11.2\""}
@@ -1416,13 +1984,195 @@ files = [
     {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
 ]
 
+[[package]]
+name = "snowballstemmer"
+version = "3.0.1"
+description = "This package provides 32 stemmers for 30 languages generated from Snowball algorithms."
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*"
+groups = ["docs"]
+files = [
+    {file = "snowballstemmer-3.0.1-py3-none-any.whl", hash = "sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064"},
+    {file = "snowballstemmer-3.0.1.tar.gz", hash = "sha256:6d5eeeec8e9f84d4d56b847692bacf79bc2c8e90c7f80ca4444ff8b6f2e52895"},
+]
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+    {file = "tomli-2.3.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:a4ea38c40145a357d513bffad0ed869f13c1773716cf71ccaa83b0fa0cc4e42f"},
+    {file = "tomli-2.3.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:ad805ea85eda330dbad64c7ea7a4556259665bdf9d2672f5dccc740eb9d3ca05"},
+    {file = "tomli-2.3.0-cp313-cp313-win32.whl", hash = "sha256:97d5eec30149fd3294270e889b4234023f2c69747e555a27bd708828353ab606"},
+    {file = "tomli-2.3.0-cp313-cp313-win_amd64.whl", hash = "sha256:0c95ca56fbe89e065c6ead5b593ee64b84a26fca063b5d71a1122bf26e533999"},
+    {file = "tomli-2.3.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:cebc6fe843e0733ee827a282aca4999b596241195f43b4cc371d64fc6639da9e"},
+    {file = "tomli-2.3.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:4c2ef0244c75aba9355561272009d934953817c49f47d768070c3c94355c2aa3"},
+    {file = "tomli-2.3.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c22a8bf253bacc0cf11f35ad9808b6cb75ada2631c2d97c971122583b129afbc"},
+    {file = "tomli-2.3.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0eea8cc5c5e9f89c9b90c4896a8deefc74f518db5927d0e0e8d4a80953d774d0"},
+    {file = "tomli-2.3.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:b74a0e59ec5d15127acdabd75ea17726ac4c5178ae51b85bfe39c4f8a278e879"},
+    {file = "tomli-2.3.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:b5870b50c9db823c595983571d1296a6ff3e1b88f734a4c8f6fc6188397de005"},
+    {file = "tomli-2.3.0-cp314-cp314-win32.whl", hash = "sha256:feb0dacc61170ed7ab602d3d972a58f14ee3ee60494292d384649a3dc38ef463"},
+    {file = "tomli-2.3.0-cp314-cp314-win_amd64.whl", hash = "sha256:b273fcbd7fc64dc3600c098e39136522650c49bca95df2d11cf3b626422392c8"},
+    {file = "tomli-2.3.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:940d56ee0410fa17ee1f12b817b37a4d4e4dc4d27340863cc67236c74f582e77"},
+    {file = "tomli-2.3.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:f85209946d1fe94416debbb88d00eb92ce9cd5266775424ff81bc959e001acaf"},
+    {file = "tomli-2.3.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a56212bdcce682e56b0aaf79e869ba5d15a6163f88d5451cbde388d48b13f530"},
+    {file = "tomli-2.3.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c5f3ffd1e098dfc032d4d3af5c0ac64f6d286d98bc148698356847b80fa4de1b"},
+    {file = "tomli-2.3.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:5e01decd096b1530d97d5d85cb4dff4af2d8347bd35686654a004f8dea20fc67"},
+    {file = "tomli-2.3.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:8a35dd0e643bb2610f156cca8db95d213a90015c11fee76c946aa62b7ae7e02f"},
+    {file = "tomli-2.3.0-cp314-cp314t-win32.whl", hash = "sha256:a1f7f282fe248311650081faafa5f4732bdbfef5d45fe3f2e702fbc6f2d496e0"},
+    {file = "tomli-2.3.0-cp314-cp314t-win_amd64.whl", hash = "sha256:70a251f8d4ba2d9ac2542eecf008b3c8a9fc5c3f9f02c56a9d7952612be2fdba"},
+    {file = "tomli-2.3.0-py3-none-any.whl", hash = "sha256:e95b1af3c5b07d9e643909b5abbec77cd9f1217e6d0bca72b0234736b9fb1f1b"},
+    {file = "tomli-2.3.0.tar.gz", hash = "sha256:64be704a875d2a59753d80ee8a533c3fe183e3f06807ff7dc2232938ccb01549"},
 ]
 
 [[package]]
@@ -1566,13 +2326,111 @@ tomli = {version = "*", markers = "python_version < \"3.11\""}
 [package.extras]
 dev = ["furo (>=2024.05.06)", "nox", "packaging", "sphinx (>=5)", "twisted"]
 
+[[package]]
+name = "types-cffi"
+version = "1.17.0.20250915"
+description = "Typing stubs for cffi"
+optional = false
+python-versions = ">=3.9"
+groups = ["docs"]
+files = [
+    {file = "types_cffi-1.17.0.20250915-py3-none-any.whl", hash = "sha256:cef4af1116c83359c11bb4269283c50f0688e9fc1d7f0eeb390f3661546da52c"},
+    {file = "types_cffi-1.17.0.20250915.tar.gz", hash = "sha256:4362e20368f78dabd5c56bca8004752cc890e07a71605d9e0d9e069dbaac8c06"},
+]
+
+[package.dependencies]
+types-setuptools = "*"
+
+[[package]]
+name = "types-pyopenssl"
+version = "24.1.0.20240722"
+description = "Typing stubs for pyOpenSSL"
+optional = false
+python-versions = ">=3.8"
+groups = ["docs"]
+files = [
+    {file = "types-pyOpenSSL-24.1.0.20240722.tar.gz", hash = "sha256:47913b4678a01d879f503a12044468221ed8576263c1540dcb0484ca21b08c39"},
+    {file = "types_pyOpenSSL-24.1.0.20240722-py3-none-any.whl", hash = "sha256:6a7a5d2ec042537934cfb4c9d4deb0e16c4c6250b09358df1f083682fe6fda54"},
+]
+
+[package.dependencies]
+cryptography = ">=35.0.0"
+types-cffi = "*"
+
+[[package]]
+name = "types-python-slugify"
+version = "8.0.2.20240310"
+description = "Typing stubs for python-slugify"
+optional = false
+python-versions = ">=3.8"
+groups = ["docs"]
+files = [
+    {file = "types-python-slugify-8.0.2.20240310.tar.gz", hash = "sha256:5157b508c7fed587520c70d77f62aea0fafdc6620893c2ec8972f13a1faf5560"},
+    {file = "types_python_slugify-8.0.2.20240310-py3-none-any.whl", hash = "sha256:0efec18b802c69ebd22dcee55c91afaeaa80e1e40ddd66ccabf69fd42ce87b74"},
+]
+
+[[package]]
+name = "types-redis"
+version = "4.6.0.20241004"
+description = "Typing stubs for redis"
+optional = false
+python-versions = ">=3.8"
+groups = ["docs"]
+files = [
+    {file = "types-redis-4.6.0.20241004.tar.gz", hash = "sha256:5f17d2b3f9091ab75384153bfa276619ffa1cf6a38da60e10d5e6749cc5b902e"},
+    {file = "types_redis-4.6.0.20241004-py3-none-any.whl", hash = "sha256:ef5da68cb827e5f606c8f9c0b49eeee4c2669d6d97122f301d3a55dc6a63f6ed"},
+]
+
+[package.dependencies]
+cryptography = ">=35.0.0"
+types-pyOpenSSL = "*"
+
+[[package]]
+name = "types-requests"
+version = "2.32.4.20250913"
+description = "Typing stubs for requests"
+optional = false
+python-versions = ">=3.9"
+groups = ["docs"]
+files = [
+    {file = "types_requests-2.32.4.20250913-py3-none-any.whl", hash = "sha256:78c9c1fffebbe0fa487a418e0fa5252017e9c60d1a2da394077f1780f655d7e1"},
+    {file = "types_requests-2.32.4.20250913.tar.gz", hash = "sha256:abd6d4f9ce3a9383f269775a9835a4c24e5cd6b9f647d64f88aa4613c33def5d"},
+]
+
+[package.dependencies]
+urllib3 = ">=2"
+
+[[package]]
+name = "types-setuptools"
+version = "80.9.0.20250822"
+description = "Typing stubs for setuptools"
+optional = false
+python-versions = ">=3.9"
+groups = ["docs"]
+files = [
+    {file = "types_setuptools-80.9.0.20250822-py3-none-any.whl", hash = "sha256:53bf881cb9d7e46ed12c76ef76c0aaf28cfe6211d3fab12e0b83620b1a8642c3"},
+    {file = "types_setuptools-80.9.0.20250822.tar.gz", hash = "sha256:070ea7716968ec67a84c7f7768d9952ff24d28b65b6594797a464f1b3066f965"},
+]
+
+[[package]]
+name = "types-toml"
+version = "0.10.8.20240310"
+description = "Typing stubs for toml"
+optional = false
+python-versions = ">=3.8"
+groups = ["docs"]
+files = [
+    {file = "types-toml-0.10.8.20240310.tar.gz", hash = "sha256:3d41501302972436a6b8b239c850b26689657e25281b48ff0ec06345b8830331"},
+    {file = "types_toml-0.10.8.20240310-py3-none-any.whl", hash = "sha256:627b47775d25fa29977d9c70dc0cbab3f314f32c8d8d0c012f2ef5de7aaec05d"},
+]
+
 [[package]]
 name = "typing-extensions"
 version = "4.15.0"
 description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["main", "dev", "docs"]
 files = [
     {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
     {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
@@ -1680,4 +2538,4 @@ redis = ["redis"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.10,<3.14"
-content-hash = "e04c500304fd94978f8a407be64aff502cdbe07673ea6dd196bf6fc067673adb"
+content-hash = "de893d52244b4ebf9e55b6d5112128d7e29d1bbf9dabd3e546830b1448ba72a6"
diff --git a/pyproject.toml b/pyproject.toml
index abf804d1..5359332c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,8 +41,8 @@ redis = ["redis"]
 coverage = "*"
 pytest = "*"
 mock = "*"
-pyyaml = "^6.0.1"
-pylint = "^3.1.0"
+pyyaml = ">= 6.0.1"
+pylint = "*"
 yamllint = "^1.35.1"
 invoke = "^2.2.0"
 toml = "^0.10.2"
@@ -75,9 +75,19 @@ mkdocstrings = "0.27.0"
 # Python-specific extension to mkdocstrings
 mkdocstrings-python = "1.13.0"
 griffe = "1.1.1"
-
-[tool.poetry.scripts]
-diffsync = 'diffsync.cli:main'
+mypy = "*"
+pytest-cov = "*"
+pytest-structlog = "*"
+coverage = {extras = ["toml"], version = "*"}
+Sphinx = "^6.0.0"
+m2r2 = "*"
+sphinx-rtd-theme = "*"
+toml = "*"
+types-toml = "*"
+types-redis = "*"
+pytest-redis = "^2.4.0"
+types-requests = "^2.28.11.15"
+types-python-slugify = "^8.0.0.1"
 
 [tool.ruff]
 line-length = 120
diff --git a/tests/unit/conftest.py b/tests/unit/conftest.py
index 951943de..ecd1d6a7 100644
--- a/tests/unit/conftest.py
+++ b/tests/unit/conftest.py
@@ -15,13 +15,13 @@
 limitations under the License.
 """
 
-from typing import ClassVar, List, Optional, Tuple, Dict
+from typing import ClassVar, Dict, List, Optional, Tuple
 
 import pytest
 
 from diffsync import Adapter, DiffSyncModel
 from diffsync.diff import Diff, DiffElement
-from diffsync.exceptions import ObjectNotCreated, ObjectNotUpdated, ObjectNotDeleted
+from diffsync.exceptions import ObjectNotCreated, ObjectNotDeleted, ObjectNotUpdated
 
 
 @pytest.fixture
diff --git a/tests/unit/test_basics.py b/tests/unit/test_basics.py
deleted file mode 100644
index 544fc7db..00000000
--- a/tests/unit/test_basics.py
+++ /dev/null
@@ -1,29 +0,0 @@
-"""Basic tests that do not require Diffsync."""
-
-import os
-import re
-import unittest
-
-import toml
-
-
-class TestDocsReleaseNotes(unittest.TestCase):
-    """Test that mkdocs has the release notes for the current version."""
-
-    def test_version_file_found(self):
-        """Verify that if the current version has no letters, which would see in alpha or beta has an associated release note file."""
-        parent_path = os.path.dirname(os.path.dirname(os.path.dirname(os.path.realpath(__file__))))
-        poetry_path = os.path.join(parent_path, "pyproject.toml")
-        project_version = toml.load(poetry_path)["tool"]["poetry"]["version"]
-
-        docs_path = os.path.join(parent_path, "docs")
-        release_notes_files = [file for file in os.listdir(f"{docs_path}/admin/release_notes/") if file.endswith(".md")]
-        version_pattern = re.compile(r"^(\d+)\.(\d+)\.\d+$")
-
-        match = version_pattern.match(project_version)
-        # If there is no match, then it is likely an alpha or beta version and we can skip this test.
-        if match:
-            major, minor = match.groups()
-            version_str = f"version_{major}.{minor}.md"
-            if version_str not in release_notes_files:
-                self.fail(f"Release note file for version {version_str} not found in release notes folder.")
diff --git a/tests/unit/test_cli.py b/tests/unit/test_cli.py
deleted file mode 100644
index 4dfc2110..00000000
--- a/tests/unit/test_cli.py
+++ /dev/null
@@ -1,16 +0,0 @@
-"""Example Test using Fixtures."""
-
-import mock
-
-from diffsync import cli
-
-
-@mock.patch("diffsync.cli.log")
-def test_cli_logging(log, cli_runner):
-    """Assert our logging gets called in CLI app."""
-    result = cli_runner.invoke(cli.main, ["--test", "ntc"])
-
-    assert result.exit_code == 0
-    assert result.output == "ntc\n"
-    log.info.assert_called()
-    log.info.assert_called_with("Entrypoint of the CLI app.")
diff --git a/tests/unit/test_diffsync_model.py b/tests/unit/test_diffsync_model.py
index 0adedb2f..eb920207 100644
--- a/tests/unit/test_diffsync_model.py
+++ b/tests/unit/test_diffsync_model.py
@@ -21,7 +21,7 @@
 
 from diffsync import DiffSyncModel
 from diffsync.enum import DiffSyncModelFlags
-from diffsync.exceptions import ObjectStoreWrongType, ObjectAlreadyExists, ObjectNotFound
+from diffsync.exceptions import ObjectAlreadyExists, ObjectNotFound, ObjectStoreWrongType
 
 from .conftest import Device, Interface
 
diff --git a/tests/unit/test_examples.py b/tests/unit/test_examples.py
index 2f9af164..3b95de90 100644
--- a/tests/unit/test_examples.py
+++ b/tests/unit/test_examples.py
@@ -15,8 +15,8 @@
 limitations under the License.
 """
 
-from os.path import join, dirname
 import subprocess
+from os.path import dirname, join
 
 EXAMPLES = join(dirname(dirname(dirname(__file__))), "examples")
 
diff --git a/tests/unit/test_logging.py b/tests/unit/test_logging.py
deleted file mode 100644
index 37c80ca3..00000000
--- a/tests/unit/test_logging.py
+++ /dev/null
@@ -1,58 +0,0 @@
-"""Validate diffsync logging works."""
-
-import mock
-
-import diffsync
-
-
-@mock.patch("logging.config.dictConfig")
-@mock.patch("logging.getLogger")
-def test_initialize_logging_default(get_logger, basic_cfg):
-    """Test initialize_logging using defaults."""
-    diffsync.log.initialize_logging()
-
-    basic_cfg.assert_called_once()
-    initial_call = basic_cfg.mock_calls[0].args[0]
-    assert set(initial_call.keys()) == set(["version", "disable_existing_loggers", "formatters", "handlers", "loggers"])
-    assert initial_call["handlers"]["standard"]["level"] == "INFO"
-
-    get_logger.assert_called_once()
-    assert get_logger.mock_calls[0].args == ("diffsync",)
-    assert get_logger.mock_calls[1].args == ("Logging initialized.",)
-
-
-@mock.patch("logging.config.dictConfig")
-@mock.patch("logging.getLogger")
-def test_initialize_logging_user_defined_config(get_logger, basic_cfg):
-    """Test initialize_logging with user defined config."""
-    config = {"version": 1, "disable_existing_loggers": False}
-    diffsync.log.initialize_logging(config=config)
-
-    basic_cfg.assert_called_once()
-    initial_call = basic_cfg.mock_calls[0].args[0]
-    assert initial_call == config
-
-    get_logger.assert_called_once()
-    assert get_logger.mock_calls[0].args == ("diffsync",)
-    assert get_logger.mock_calls[1].args == ("Logging initialized.",)
-
-
-@mock.patch("logging.config.dictConfig")
-@mock.patch("logging.getLogger")
-def test_initialize_logging_filename(get_logger, basic_cfg):
-    """Test initialize_logging with filename."""
-    diffsync.log.initialize_logging(filename="output.log")
-
-    basic_cfg.assert_called_once()
-    initial_call = basic_cfg.mock_calls[0].args[0]
-    assert set(initial_call.keys()) == set(["version", "disable_existing_loggers", "formatters", "handlers", "loggers"])
-    assert initial_call["handlers"]["standard"]["level"] == "INFO"
-    assert initial_call["handlers"]["file_output"]["filename"] == "output.log"
-    assert initial_call["handlers"]["file_output"]["level"] == "DEBUG"
-    assert initial_call["handlers"]["file_output"]["formatter"] == "debug"
-    assert initial_call["handlers"]["file_output"]["class"] == "logging.FileHandler"
-    assert "file_output" in initial_call["loggers"][""]["handlers"]
-
-    get_logger.assert_called_once()
-    assert get_logger.mock_calls[0].args == ("diffsync",)
-    assert get_logger.mock_calls[1].args == ("Logging initialized.",)
diff --git a/tests/unit/test_redisstore.py b/tests/unit/test_redisstore.py
index a1c0a6c1..954e1452 100644
--- a/tests/unit/test_redisstore.py
+++ b/tests/unit/test_redisstore.py
@@ -1,8 +1,9 @@
 """Testing of RedisStore."""
 
 import pytest
-from diffsync.store.redis import RedisStore
+
 from diffsync.exceptions import ObjectStoreException
+from diffsync.store.redis import RedisStore
 
 
 def _get_path_from_redisdb(redisdb_instance):

From ba9d71c98efb5e3457f575fc4a7a771424d6e948 Mon Sep 17 00:00:00 2001
From: Justin Drew <2396364+jdrew82@users.noreply.github.com>
Date: Wed, 3 Dec 2025 17:41:19 -0600
Subject: [PATCH 6/7] Fix docs conf

---
 docs/source/conf.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/source/conf.py b/docs/source/conf.py
index 5db4083c..070c9ccd 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -13,8 +13,8 @@
 # pylint: disable=W,C,R
 import os
 import sys
-from pathlib import Path
 
+from pathlib import Path
 from sphinx.ext.apidoc import main
 
 try:
@@ -24,7 +24,7 @@
 
 # -- Variable setup --------------------------------------------------------------
 
-ROOT_DIR = Path(__file__).parent.parent.parent.parent.parent.parent
+ROOT_DIR = Path(__file__).parent.parent.parent
 CURR_DIR = f"{ROOT_DIR}/docs/source"
 PYPROJECT_CONFIG = toml.load(f"{ROOT_DIR}/pyproject.toml")
 TOOL_CONFIG = PYPROJECT_CONFIG["tool"]["poetry"]

From 7ee5d229a264d64bbc898203f4145547eadd58da Mon Sep 17 00:00:00 2001
From: Justin Drew <2396364+jdrew82@users.noreply.github.com>
Date: Wed, 3 Dec 2025 17:43:53 -0600
Subject: [PATCH 7/7] Fix imports

---
 docs/source/conf.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/source/conf.py b/docs/source/conf.py
index 070c9ccd..ce90f7fa 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -13,8 +13,8 @@
 # pylint: disable=W,C,R
 import os
 import sys
-
 from pathlib import Path
+
 from sphinx.ext.apidoc import main
 
 try: