PiyushPanwarFST
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diff --git a/‎.github/workflows/hypothesis.yml‎
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diff --git a/‎.github/workflows/publish.yml‎
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diff --git a/‎.github/workflows/rtd-preview.yml‎
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diff --git a/‎.github/workflows/test.yml‎
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diff --git a/‎.gitignore‎
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diff --git a/‎.pre-commit-config.yaml‎
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@@ -0,0 +1,6 @@
+version: 2
+updates:
+- package-ecosystem: "github-actions"
+  directory: "/"
+  schedule:
+    interval: "weekly"
@@ -0,0 +1,37 @@
+name: Run extended tests with hypothesis
+on:
+  schedule:
+    - cron: '17 5 * * 1'
+  workflow_dispatch:
+
+permissions:
+  issues: write
+
+jobs:
+  hypothesis_testing:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.11'
+      - name: Install arviz-plots
+        run: |
+          python -m pip install ".[test]"
+      - name: Execute tests
+        run: |
+          pytest --hypothesis-profile chron -k hypothesis
+          echo "DATE=$(date +'%Y-%m-%d %H:%M %z')" >> ${GITHUB_ENV}
+      - name: Comment on issue if failed
+        if: failure()
+        uses: peter-evans/create-or-update-comment@v4
+        with:
+          issue-number: 43
+          body: |
+            The extended tests with hypothesis failed.
+
+            * Branch: ${{ github.ref_name }}
+            * Date: ${{ env.DATE }}
+
+            See [workflow logs](${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}) for details on which tests failed and why.
@@ -0,0 +1,30 @@
+name: Publish library
+
+on:
+  push:
+    tags:
+      # Don't try to be smart about PEP 440 compliance,
+      # see https://www.python.org/dev/peps/pep-0440/#appendix-b-parsing-version-strings-with-regular-expressions
+      - v*
+
+jobs:
+  publish:
+    environment:
+      name: publish
+      url: https://pypi.org/p/arviz-plots
+    runs-on: ubuntu-latest
+    permissions:
+      id-token: write
+    steps:
+      - uses: actions/checkout@v4
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: "3.10"
+      - name: Install build dependencies
+        run: python -m pip install build
+      - name: Build package
+        run: python -m build
+      - name: Publish to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+        if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags')
@@ -0,0 +1,16 @@
+name: Read the Docs Pull Request Preview
+on:
+  pull_request_target:
+    types:
+      - opened
+
+permissions:
+  pull-requests: write
+
+jobs:
+  documentation-links:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: readthedocs/actions/preview@v1
+        with:
+          project-slug: "arviz-plots"
@@ -0,0 +1,34 @@
+name: Run tests
+on:
+  pull_request:
+  push:
+    branches: [main]
+    paths-ignore:
+      - "docs/"
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ["3.11", "3.12"]
+      fail-fast: false
+    steps:
+      - uses: actions/checkout@v4
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install tox tox-gh-actions
+      - name: Test with tox
+        run: tox
+      - name: Upload coverage to Codecov
+        uses: codecov/codecov-action@v5
+        with:
+          name: Python ${{ matrix.python-version }}
+          fail_ci_if_error: false
+          token: ${{ secrets.CODECOV_TOKEN }}
+          verbose: true
@@ -0,0 +1,174 @@
+
+# Created by https://www.toptal.com/developers/gitignore/api/python,jupyternotebooks
+# Edit at https://www.toptal.com/developers/gitignore?templates=python,jupyternotebooks
+
+### JupyterNotebooks ###
+# gitignore template for Jupyter Notebooks
+# website: http://jupyter.org/
+
+.ipynb_checkpoints
+*/.ipynb_checkpoints/*
+.virtual_documents
+*/.virtual_documents/*
+
+# IPython
+profile_default/
+ipython_config.py
+
+# Remove previous ipynb_checkpoints
+#   git rm -r .ipynb_checkpoints/
+
+### Python ###
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# default test image folder
+test_images/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+docs/build
+docs/source/api/**/generated
+docs/source/gallery/_images
+docs/source/gallery/_scripts
+docs/source/gallery/*.md
+docs/source/gallery/backreferences.json
+docs/jupyter_execute
+docs/source/api/backend/*.rst
+!docs/source/api/backend/*.part.rst
+!docs/source/api/backend/index.rst
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+
+# IPython
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# macos
+.DS_Store
+
+# End of https://www.toptal.com/developers/gitignore/api/python,jupyternotebooks
@@ -0,0 +1,40 @@
+repos:
+- repo: https://github.com/pre-commit/pre-commit-hooks
+  rev: v4.3.0
+  hooks:
+  - id: check-added-large-files
+    args: ['--maxkb=1500']
+  - id: check-merge-conflict
+
+- repo: https://github.com/PyCQA/isort
+  rev: 5.12.0
+  hooks:
+  - id: isort
+    exclude: ^src/arviz_base/example_data/
+
+- repo: https://github.com/psf/black
+  rev: 23.3.0
+  hooks:
+  - id: black
+    exclude: ^docs/source/gallery/
+
+- repo: https://github.com/pycqa/pydocstyle
+  rev: 6.3.0
+  hooks:
+    - id: pydocstyle
+      additional_dependencies: [tomli]
+      files: ^src/arviz_plots/.+\.py$
+
+- repo: local
+  hooks:
+    - id: pylint
+      name: pylint
+      entry: pylint
+      language: system
+      types: [python]
+      args:
+        [
+          "-rn", # Only display messages
+          "-sn", # Don't display the score
+        ]
+      exclude: ^docs/source/gallery/