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pip-compile.yml
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# This Software (Dioptra) is being made available as a public service by the
# National Institute of Standards and Technology (NIST), an Agency of the United
# States Department of Commerce. This software was developed in part by employees of
# NIST and in part by NIST contractors. Copyright in portions of this software that
# were developed by NIST contractors has been licensed or assigned to NIST. Pursuant
# to Title 17 United States Code Section 105, works of NIST employees are not
# subject to copyright protection in the United States. However, NIST may hold
# international copyright in software created by its employees and domestic
# copyright (or licensing rights) in portions of software that were assigned or
# licensed to NIST. To the extent that NIST holds copyright in this software, it is
# being made available under the Creative Commons Attribution 4.0 International
# license (CC BY 4.0). The disclaimers of the CC BY 4.0 license apply to all parts
# of the software developed or licensed by NIST.
#
# ACCESS THE FULL CC BY 4.0 LICENSE HERE:
# https://creativecommons.org/licenses/by/4.0/legalcode
name: pip-compile runs
on:
schedule:
- cron: "10 1 * * *" # at 1:10am every day
jobs:
pip-compile:
runs-on: ${{ matrix.os }}
strategy:
matrix:
os: ["ubuntu-22.04", "macos-13", "macos-latest", "windows-latest"]
python-version: ["3.11"]
architecture: ["x86_64", "aarch64"]
requirements:
- "requirements-dev"
- "requirements-dev-pytorch"
- "requirements-dev-tensorflow"
exclude:
- os: "macos-latest"
architecture: "x86_64"
- os: "ubuntu-22.04"
architecture: "aarch64"
- os: "macos-13"
architecture: "aarch64"
- os: "windows-latest"
architecture: "aarch64"
steps:
- uses: actions/checkout@v4
- name: setup python ${{ matrix.python-version }}
uses: actions/[email protected]
with:
python-version: ${{ matrix.python-version }}
- name: upgrade pip
run: |
# install pip=>20.1 to use "pip cache dir"
python3 -m pip install --upgrade pip
- name: get pip cache dir
if: ${{ matrix.os != 'windows-latest' }}
id: pip-cache
run: echo "dir=$(pip cache dir)" >> $GITHUB_OUTPUT
- name: get pip cache dir (Windows)
if: ${{ matrix.os == 'windows-latest' }}
id: pip-cache-win
run: echo "dir=$(pip cache dir)" >> $env:GITHUB_OUTPUT
- name: cache dependencies
if: ${{ matrix.os != 'windows-latest' }}
uses: actions/[email protected]
with:
path: ${{ steps.pip-cache.outputs.dir }}
key: ${{ runner.os }}-pip-${{ hashFiles('**/pyproject.toml', '**/tox.ini', 'requirements-dev*.in') }}
restore-keys: |
${{ runner.os }}-pip-
- name: cache dependencies (Windows)
if: ${{ matrix.os == 'windows-latest' }}
uses: actions/[email protected]
with:
path: ${{ steps.pip-cache-win.outputs.dir }}
key: ${{ runner.os }}-pip-${{ hashFiles('**/pyproject.toml', '**/tox.ini', 'requirements-dev*.in') }}
restore-keys: |
${{ runner.os }}-pip-
- name: install dependencies
run: python3 -m pip install --upgrade tox
- name: run tox (Linux, Python 3.11)
if: ${{ matrix.os == 'ubuntu-22.04' && matrix.python-version == '3.11' }}
run: |
python3 -m tox run -e py311-linux-${{ matrix.architecture }}-${{ matrix.requirements }}
- name: run tox (MacOS, Python 3.11)
if: ${{ (matrix.os == 'macos-13' || matrix.os == 'macos-latest') && matrix.python-version == '3.11' }}
run: |
python3 -m tox run -e py311-macos-${{ matrix.architecture }}-${{ matrix.requirements }}
- name: run tox (Windows, Python 3.11)
if: ${{ matrix.os == 'windows-latest' && matrix.python-version == '3.11' }}
run: |
python3 -m tox run -e py311-win-${{ matrix.architecture }}-${{ matrix.requirements }}
- name: archive the requirements file
uses: actions/upload-artifact@v4
with:
name: py${{ matrix.python-version }}-${{ matrix.os }}-${{ matrix.architecture }}-${{ matrix.requirements }}
path: venvs
pip-compile-containers:
runs-on: ${{ matrix.os }}
strategy:
matrix:
os: ["ubuntu-22.04"]
python-version: ["3.11"]
architecture: ["x86_64"]
requirements:
- "mlflow-tracking-requirements"
- "restapi-requirements"
- "pytorch-cpu-requirements"
- "pytorch-gpu-requirements"
- "tensorflow2-cpu-requirements"
- "tensorflow2-gpu-requirements"
steps:
- uses: actions/checkout@v4
- name: setup python ${{ matrix.python-version }}
uses: actions/[email protected]
with:
python-version: ${{ matrix.python-version }}
- name: upgrade pip
run: |
# install pip=>20.1 to use "pip cache dir"
python3 -m pip install --upgrade pip
- name: get pip cache dir
id: pip-cache
run: echo "dir=$(pip cache dir)" >> $GITHUB_OUTPUT
- name: cache dependencies
uses: actions/[email protected]
with:
path: ${{ steps.pip-cache.outputs.dir }}
key: ${{ runner.os }}-pip-${{ hashFiles('**/pyproject.toml', '**/tox.ini', '**/requirements-dev*.in', '**/docker/pip-tools/*-requirements.in') }}
restore-keys: |
${{ runner.os }}-pip-
- name: install dependencies
run: python3 -m pip install --upgrade tox
- name: run tox
run: |
python3 -m tox run -e py311-linux-${{ matrix.architecture }}-${{ matrix.requirements }}
- name: archive the requirements file
uses: actions/upload-artifact@v4
with:
name: py${{ matrix.python-version }}-${{ matrix.os }}-${{ matrix.architecture }}-${{ matrix.requirements }}
path: venvs
pip-compile-aarch64:
runs-on: ubuntu-22.04
strategy:
matrix:
tox-testenv:
- "py311-linux-aarch64-requirements-dev"
- "py311-linux-aarch64-requirements-dev-pytorch"
- "py311-linux-aarch64-requirements-dev-tensorflow"
- "py311-linux-aarch64-mlflow-tracking-requirements"
- "py311-linux-aarch64-restapi-requirements"
- "py311-linux-aarch64-pytorch-cpu-requirements"
- "py311-linux-aarch64-tensorflow2-cpu-requirements"
steps:
- uses: actions/checkout@v4
- name: set up docker qemu
uses: docker/setup-qemu-action@v3
- name: set up docker buildx
uses: docker/setup-buildx-action@v3
- name: setup dockerfile and output folder
run: |
echo 'FROM python:3.11-slim-bullseye' > Dockerfile.aarch64
echo 'COPY . /app' >> Dockerfile.aarch64
echo 'WORKDIR /app' >> Dockerfile.aarch64
echo 'RUN python -m pip install --upgrade pip tox && \' >> Dockerfile.aarch64
echo ' python -m tox run -e ${{ matrix.tox-testenv }}' >> Dockerfile.aarch64
sudo mkdir -p /image
sudo chown $(id -u):$(id -g) /image
sudo chmod 0777 /image
- name: build and save to output folder
uses: docker/build-push-action@v6
with:
context: .
platforms: linux/arm64
push: false
file: Dockerfile.aarch64
tags: ${{ matrix.tox-testenv }}:dev
outputs: type=local,dest=/image
no-cache: true
pull: true
- name: archive the requirements file
uses: actions/upload-artifact@v4
with:
name: requirements-${{ matrix.tox-testenv }}
path: /image/app/venvs
consolidate-requirements-files:
runs-on: ubuntu-22.04
needs:
- pip-compile
- pip-compile-containers
- pip-compile-aarch64
steps:
- name: install dos2unix tool
run: sudo apt install -y dos2unix
- name: download all the compiled requirements files
uses: actions/download-artifact@v4
with:
path: artifacts
- name: standardize and consolidate files into venvs directory
run: |
find artifacts -type f -name "*requirements*.txt" -exec chmod 0644 {} \;
find artifacts -type f -name "*requirements*.txt" -exec dos2unix {} \;
mkdir venvs
mv artifacts/**/*.txt venvs
- name: archive the consolidated requirements files
uses: actions/upload-artifact@v4
with:
name: requirements-files
path: venvs