From ff244bf6a98d30acd4ef3d479bede9c573a237c9 Mon Sep 17 00:00:00 2001 From: Guillaume Chervet Date: Mon, 16 Sep 2024 11:10:32 +0200 Subject: [PATCH] refactor(poetry) : use package local reference (#39) * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker * refactor(docker): update docker --- .github/workflows/docker_with_model.yml | 2 +- .github/workflows/main.yml | 14 +- Makefile | 15 +- README.md | 4 +- bin/init_repository.ps1 | 2 - bin/init_repository.sh | 2 - packages/extraction/poetry.lock | 122 - packages/extraction/requirements.txt | 2 - packages/extraction/setup.py | 24 - packages/inference/poetry.lock | 1233 ------- packages/inference/requirements.txt | 47 - packages/inference/setup.py | 24 - .../.gitignore | 0 .../README.md | 0 .../__init__.py | 0 .../mlopspython_extraction}/__init__.py | 0 .../mlopspython_extraction/extraction.py | 0 packages/mlopspython-extraction/poetry.lock | 142 + .../pyproject.toml | 2 +- .../tests/__init__.py | 0 .../tests/extraction_tests.py | 0 .../tests/input/a.pdf | Bin .../tests/input/b.pdf | Bin .../.gitignore | 0 .../README.md | 0 .../__init__.py | 0 .../mlopspython_inference/__init__.py | 0 .../mlopspython_inference/inference_pillow.py | 0 packages/mlopspython-inference/poetry.lock | 1257 +++++++ .../pyproject.toml | 2 +- .../mlopspython-inference/tests/__init__.py | 0 .../tests/inference_tests.py | 0 .../tests/input/images/cat.png | Bin .../tests/input/model/final_model.h5 | Bin pip-install.sh | 31 - poetry-install.sh | 71 +- production/api/Dockerfile | 45 +- production/api/{index.py => main.py} | 0 production/api/packages/.gitignore | 2 +- production/api/poetry.lock | 1072 +++--- production/api/pyproject.toml | 6 +- production/docker-compose.yaml | 5 +- train/extraction/.amlignore | 2 - train/extraction/.dockerignore | 2 - train/extraction/Dockerfile | 33 +- train/extraction/command.yaml | 2 + train/extraction/packages/.gitignore | 1 - train/extraction/poetry.lock | 2864 +++++++++------- train/extraction/pyproject.toml | 4 +- train/extraction/requirements.txt | 107 - train/label_split_data/.amlignore | 2 - train/label_split_data/.dockerignore | 2 - train/label_split_data/Dockerfile | 31 +- train/label_split_data/poetry.lock | 2951 ++++++++-------- train/label_split_data/pyproject.toml | 2 + train/label_split_data/requirements.txt | 104 - train/output/.amlignore | 2 - train/output/.dockerignore | 2 - train/output/Dockerfile | 31 +- train/output/poetry.lock | 2383 ++++++------- train/output/pyproject.toml | 1 + train/output/requirements.txt | 100 - train/test/.amlignore | 2 - train/test/Dockerfile | 33 +- train/test/command.yaml | 2 + train/test/packages/.gitignore | 1 - train/test/poetry.lock | 2966 ++++++++-------- train/test/pyproject.toml | 4 +- train/test/requirements.txt | 127 - train/train/.dockerignore | 4 +- train/train/Dockerfile | 31 +- train/train/poetry.lock | 2975 +++++++++-------- train/train/pyproject.toml | 2 + train/train/requirements.txt | 126 - workshop.md | 1 - 75 files changed, 9915 insertions(+), 9111 deletions(-) delete mode 100644 packages/extraction/poetry.lock delete mode 100644 packages/extraction/requirements.txt delete mode 100644 packages/extraction/setup.py delete mode 100644 packages/inference/poetry.lock delete mode 100644 packages/inference/requirements.txt delete mode 100644 packages/inference/setup.py rename packages/{extraction => mlopspython-extraction}/.gitignore (100%) rename packages/{extraction => mlopspython-extraction}/README.md (100%) rename packages/{extraction/mlopspython_extraction => mlopspython-extraction}/__init__.py (100%) rename packages/{inference/mlopspython_inference => mlopspython-extraction/mlopspython_extraction}/__init__.py (100%) rename packages/{extraction => mlopspython-extraction}/mlopspython_extraction/extraction.py (100%) create mode 100644 packages/mlopspython-extraction/poetry.lock rename packages/{extraction => mlopspython-extraction}/pyproject.toml (91%) rename packages/{extraction => mlopspython-extraction}/tests/__init__.py (100%) rename packages/{extraction => mlopspython-extraction}/tests/extraction_tests.py (100%) rename packages/{extraction => mlopspython-extraction}/tests/input/a.pdf (100%) rename packages/{extraction => mlopspython-extraction}/tests/input/b.pdf (100%) rename packages/{inference => mlopspython-inference}/.gitignore (100%) rename packages/{inference => mlopspython-inference}/README.md (100%) rename packages/{inference/tests => mlopspython-inference}/__init__.py (100%) create mode 100644 packages/mlopspython-inference/mlopspython_inference/__init__.py rename packages/{inference => mlopspython-inference}/mlopspython_inference/inference_pillow.py (100%) create mode 100644 packages/mlopspython-inference/poetry.lock rename packages/{inference => mlopspython-inference}/pyproject.toml (93%) create mode 100644 packages/mlopspython-inference/tests/__init__.py rename packages/{inference => mlopspython-inference}/tests/inference_tests.py (100%) rename packages/{inference => mlopspython-inference}/tests/input/images/cat.png (100%) rename packages/{inference => mlopspython-inference}/tests/input/model/final_model.h5 (100%) delete mode 100755 pip-install.sh rename production/api/{index.py => main.py} (100%) delete mode 100644 train/extraction/packages/.gitignore delete mode 100644 train/extraction/requirements.txt delete mode 100644 train/label_split_data/requirements.txt delete mode 100644 train/output/requirements.txt delete mode 100644 train/test/packages/.gitignore delete mode 100644 train/test/requirements.txt delete mode 100644 train/train/requirements.txt diff --git a/.github/workflows/docker_with_model.yml b/.github/workflows/docker_with_model.yml index 5bacdaee..e0713836 100644 --- a/.github/workflows/docker_with_model.yml +++ b/.github/workflows/docker_with_model.yml @@ -55,7 +55,7 @@ jobs: - name: Set up Python 3.11 uses: actions/setup-python@v3 with: - python-version: "3.10.13" + python-version: "3.10.15" - name: Setup Project run: | diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index b389c0c3..abe84977 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -8,7 +8,7 @@ on: env: PNPM_VERSION: 8.5.1 - PYTHON_VERSION: 3.10.13 + PYTHON_VERSION: 3.10.15 NODE_VERSION: 18 AZURE_RESOURCE_GROUP_NAME: "azure-ml-gui" AZURE_LOCATION: "northeurope" @@ -69,13 +69,13 @@ jobs: python -m pip install --upgrade pip pip install --user poetry - name: Run unit tests Packages Extraction - working-directory: packages/extraction + working-directory: packages/mlopspython-extraction run: | poetry install poetry run coverage run -m unittest tests.extraction_tests poetry run coverage report - name: Run unit tests Packages Inference - working-directory: packages/inference + working-directory: packages/mlopspython-inference run: | poetry install #poetry run coverage run -m unittest tests.inference_tests @@ -120,7 +120,7 @@ jobs: # run: | # poetry install --dev # poetry run python -m unittest tests.evaluate_test - + tags: runs-on: ubuntu-latest needs: [train_unit_tests, packages_unit_tests] @@ -212,7 +212,7 @@ jobs: find ./ -name '*.json' -exec cp "{}" ./ \; rm -r ./cats-dogs-others - name: Upload Model Build Artifact - uses: actions/upload-artifact@v2 + uses: actions/upload-artifact@v3 with: name: Publish model path: ./model @@ -337,7 +337,7 @@ jobs: npm run coverage npm run build - name: Upload WebApp Build Artifact - uses: actions/upload-artifact@v2 + uses: actions/upload-artifact@v3 with: name: Publish webapp path: ./production/webapp/build @@ -375,4 +375,4 @@ jobs: ./bin/generate-changelog.sh "$PROJECT_URL" git add ./CHANGELOG.md git commit -m "[skip ci] Generate changelog to version ${{ steps.tag.outputs.new_version }}" - git push -f --set-upstream origin "HEAD:main" --follow-tags + git push -f --set-upstream origin "HEAD:main" --follow-tags \ No newline at end of file diff --git a/Makefile b/Makefile index 1249ccdc..6cd91145 100644 --- a/Makefile +++ b/Makefile @@ -1,5 +1,4 @@ -install_mode=${1:-poetry} -download_model_version=${2:-none} +download_model_version=${1:-none} if [ $download_model_version != 'none' ]; then # Download the model from here : @@ -11,12 +10,6 @@ if [ $download_model_version != 'none' ]; then fi -if [ $install_mode = 'pip' ]; then - echo "Installing with pip (degraded mode)" - chmod +x pip-install.sh - ./pip-install.sh -else - echo "Installing with poetry (default mode)" - chmod +x poetry-install.sh - ./poetry-install.sh -fi +echo "Installing with poetry (default mode)" +chmod +x poetry-install.sh +./poetry-install.sh diff --git a/README.md b/README.md index 907eb367..1306646d 100644 --- a/README.md +++ b/README.md @@ -20,9 +20,7 @@ git clone https://www.github.com/guillaume-chervet/MLOpsPython cd MLOpsPython chmod +x Makefile # If you have poetry installed -./Makefile poetry 0.13.0 -# Else degraded mode -./Makefile pip 0.13.0 +./Makefile 0.13.3 cd production docker-compose up diff --git a/bin/init_repository.ps1 b/bin/init_repository.ps1 index a8afa150..ed90dc92 100644 --- a/bin/init_repository.ps1 +++ b/bin/init_repository.ps1 @@ -63,8 +63,6 @@ gh secret set AZURE_SUBSCRIPTION_ID --body $subscriptionId --env $environmentNam $jsonCredentials=($credentials | ConvertFrom-Json | ConvertTo-Json -Compress).Replace("`"", "\`"") echo $jsonCredentials gh secret set AZURE_CREDENTIALS --body "$jsonCredentials" --env "$environmentName" -gh secret set DOCKER_PASSWORD --body "dckr_pat_e2lZ9YgpMt8APE-Qxzn89u6mt28" --env "$environmentName" -gh secret set DOCKER_USERNAME --body "robertcarry" --env "$environmentName" $git_token=$(gh auth token) gh secret set GIT_TOKEN --body "$git_token" --env "$environmentName" diff --git a/bin/init_repository.sh b/bin/init_repository.sh index cd248e47..b26ee059 100644 --- a/bin/init_repository.sh +++ b/bin/init_repository.sh @@ -60,8 +60,6 @@ gh secret set AZURE_SUBSCRIPTION_ID --body "$subscriptionId" --env "$environment escapedJsonCredentials=$(echo "$credentials" | jq -c @json) echo "Escaped JSON Credentials: $escapedJsonCredentials" gh secret set AZURE_CREDENTIALS --body "$escapedJsonCredentials" --env "$environmentName" -gh secret set DOCKER_PASSWORD --body "dckr_pat_e2lZ9YgpMt8APE-Qxzn89u6mt28" --env "$environmentName" -gh secret set DOCKER_USERNAME --body "robertcarry" --env "$environmentName" git_token=$(gh auth token) gh secret set GIT_TOKEN --body "$git_token" --env "$environmentName" diff --git a/packages/extraction/poetry.lock b/packages/extraction/poetry.lock deleted file mode 100644 index d6fce8d5..00000000 --- a/packages/extraction/poetry.lock +++ /dev/null @@ -1,122 +0,0 @@ -# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. - 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b/packages/mlopspython-inference/pyproject.toml @@ -1,5 +1,5 @@ [tool.poetry] -name = "mlopspython_inference" +name = "mlopspython-inference" version = "0.0.0" description = "" authors = ["Guillaume Chervet "] diff --git a/packages/mlopspython-inference/tests/__init__.py b/packages/mlopspython-inference/tests/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/packages/inference/tests/inference_tests.py b/packages/mlopspython-inference/tests/inference_tests.py similarity index 100% rename from packages/inference/tests/inference_tests.py rename to packages/mlopspython-inference/tests/inference_tests.py diff --git a/packages/inference/tests/input/images/cat.png b/packages/mlopspython-inference/tests/input/images/cat.png similarity index 100% rename from packages/inference/tests/input/images/cat.png rename to packages/mlopspython-inference/tests/input/images/cat.png diff --git a/packages/inference/tests/input/model/final_model.h5 b/packages/mlopspython-inference/tests/input/model/final_model.h5 similarity index 100% rename from packages/inference/tests/input/model/final_model.h5 rename to packages/mlopspython-inference/tests/input/model/final_model.h5 diff --git a/pip-install.sh b/pip-install.sh deleted file mode 100755 index 789e0d74..00000000 --- a/pip-install.sh +++ /dev/null @@ -1,31 +0,0 @@ -python -m ensurepip --upgrade -curl https://bootstrap.pypa.io/get-pip.py > get-pip.py -python get-pip.py -python -m pip install --upgrade pip - -python -m pip install setuptools wheel -python -m pip install --upgrade setuptools wheel - -cwd=$(pwd) - -echo "Install packages Inference" -python -m pip install -e packages/inference - -cd packages/inference/ -python setup.py sdist bdist_wheel -cd dist -cp *.whl ../../../train/test/packages -cp *.whl ../../../production/api/packages - -cd $cwd - -echo "Install packages Extraction" -python -m pip install -e packages/extraction - -cd packages/extraction/ -python setup.py sdist bdist_wheel -cd dist -cp *.whl ../../../train/extraction/packages -cp *.whl ../../../production/api/packages -cd $cwd - diff --git a/poetry-install.sh b/poetry-install.sh index 74c49851..2d7b788f 100644 --- a/poetry-install.sh +++ b/poetry-install.sh @@ -1,61 +1,62 @@ - cwd=$(pwd) -python -m pip install -e packages/inference +function add_dependency { + package_name=$1 + target_dir=$2 -cd packages/inference/ -poetry install -poetry build -poetry export --without-hashes --format=requirements.txt > requirements.txt -cd dist -cp *.whl ../../../train/test/packages -cp *.whl ../../../production/api/packages -cd $cwd + mkdir -p "$target_dir" + cp -R "$package_name" "$target_dir" +} + +function add_dependencies { + add_dependency "packages/mlopspython-inference/" "production/api/packages" + add_dependency "packages/mlopspython-extraction/" "production/api/packages" +} -python -m pip install -e packages/extraction +add_dependencies -cd packages/extraction/ -poetry install -poetry build -poetry export --without-hashes --format=requirements.txt > requirements.txt -cd dist -cp *.whl ../../../train/extraction/packages -cp *.whl ../../../production/api/packages +POETRY_VERSION=1.8.3 +python -m pip install --upgrade pip +python -m pip install --user "poetry==$POETRY_VERSION" + +cd packages/mlopspython-inference/ +python -m poetry install +python -m poetry build +cd $cwd + +cd packages/mlopspython-extraction/ +python -m poetry install +python -m poetry build cd $cwd cd train -poetry install --no-root +python -m poetry install --no-root cd $cwd cd train/extraction -poetry install --no-root -poetry export --without-hashes --format=requirements.txt > requirements.txt -sed -i 's#\(.*\)/packages/mlopspython_extraction-0.0.0-py3-none-any.whl\(.*\)#./packages/mlopspython_extraction-0.0.0-py3-none-any.whl\2#' requirements.txt +python -m poetry install --no-root cd $cwd cd train/test -poetry install --no-root -poetry export --without-hashes --format=requirements.txt > requirements.txt -sed -i 's#\(.*\)/packages/mlopspython_inference-0.0.0-py3-none-any.whl\(.*\)#./packages/mlopspython_inference-0.0.0-py3-none-any.whl\2#' requirements.txt +python -m poetry install --no-root cd $cwd cd train/train -poetry install --no-root -poetry export --without-hashes --format=requirements.txt > requirements.txt +python -m poetry install --no-root cd $cwd cd train/label_split_data -poetry install --no-root -poetry export --without-hashes --format=requirements.txt > requirements.txt +python -m poetry install --no-root + +cd $cwd +cd train/output +python -m poetry install --no-root cd $cwd cd production/api -poetry install --no-root -poetry export --without-hashes --format=requirements.txt > requirements.txt -sed -i 's#\(.*\)/packages/mlopspython_inference-0.0.0-py3-none-any.whl\(.*\)#./packages/mlopspython_inference-0.0.0-py3-none-any.whl\2#' requirements.txt -sed -i 's#\(.*\)/packages/mlopspython_extraction-0.0.0-py3-none-any.whl\(.*\)#./packages/mlopspython_extraction-0.0.0-py3-none-any.whl\2#' requirements.txt +python -m poetry install --no-root cd $cwd cd production/integration -poetry install --no-root -poetry export --without-hashes --format=requirements.txt > requirements.txt \ No newline at end of file +python -m poetry install --no-root + diff --git a/production/api/Dockerfile b/production/api/Dockerfile index 7ec6e7a6..bc8d514c 100644 --- a/production/api/Dockerfile +++ b/production/api/Dockerfile @@ -1,7 +1,42 @@ -FROM tiangolo/uvicorn-gunicorn-fastapi:python3.10 +# Étape 1 : Image de construction +FROM python:3.10.15 AS builder + +# Définir le répertoire de travail WORKDIR /app -COPY . . -RUN python -m pip install --no-cache-dir --upgrade -r requirements.txt -ENV PATH ${APP_ROOT}/.local/bin:${PATH} -CMD ["python", "index.py"] +# Installer Poetry +ENV POETRY_VERSION=1.8.3 +RUN pip install "poetry==${POETRY_VERSION}" + +# Copier le code de l'application +COPY . /app + +# Configurer Poetry pour utiliser un environnement virtuel dans le projet +RUN poetry config virtualenvs.in-project true + +# Installer les dépendances sans installer le package racine +RUN poetry install --no-root --only main + +# Étape 2 : Image finale +FROM python:3.10.15-slim + +# Créer un utilisateur non-root +RUN useradd -ms /bin/bash newuser + +# Définir le répertoire de travail +WORKDIR /app + +# Copier l'application et l'environnement virtuel depuis l'image de construction +COPY --from=builder /app /app + +# Changer le propriétaire du répertoire de l'application +RUN chown -R newuser:newuser /app + +# Passer à l'utilisateur non-root +USER newuser + +# Ajouter l'environnement virtuel au PATH +ENV PATH="/app/.venv/bin:${PATH}" + +# Démarrer l'application +CMD ["python", "./main.py"] \ No newline at end of file diff --git a/production/api/index.py b/production/api/main.py similarity index 100% rename from production/api/index.py rename to production/api/main.py diff --git a/production/api/packages/.gitignore b/production/api/packages/.gitignore index b96da042..f59ec20a 100644 --- a/production/api/packages/.gitignore +++ b/production/api/packages/.gitignore @@ -1 +1 @@ -*.whl \ No newline at end of file +* \ No newline at end of file diff --git a/production/api/poetry.lock b/production/api/poetry.lock index 84082f08..e3bca759 100644 --- a/production/api/poetry.lock +++ b/production/api/poetry.lock @@ -1,36 +1,37 @@ -# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. 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"sha256:34f2371506b250df4d4f84bfe7b0921e4762525762bbd936614909fe25cd7306"}, ] [package.dependencies] @@ -1375,13 +1459,13 @@ watchdog = ["watchdog (>=2.3)"] [[package]] name = "wheel" -version = "0.41.2" +version = "0.44.0" description = "A built-package format for Python" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "wheel-0.41.2-py3-none-any.whl", hash = "sha256:75909db2664838d015e3d9139004ee16711748a52c8f336b52882266540215d8"}, - {file = "wheel-0.41.2.tar.gz", hash = "sha256:0c5ac5ff2afb79ac23ab82bab027a0be7b5dbcf2e54dc50efe4bf507de1f7985"}, + {file = "wheel-0.44.0-py3-none-any.whl", hash = "sha256:2376a90c98cc337d18623527a97c31797bd02bad0033d41547043a1cbfbe448f"}, + {file = "wheel-0.44.0.tar.gz", hash = "sha256:a29c3f2817e95ab89aa4660681ad547c0e9547f20e75b0562fe7723c9a2a9d49"}, ] [package.extras] @@ -1463,4 +1547,4 @@ files = [ [metadata] lock-version = "2.0" python-versions = "~3.10" -content-hash = "ae4703ca65208e484d05cb8510fdcebf0e53520dbb9fd688754cca064bed7f6e" +content-hash = "2502f743ee5d2d5e7f6a6c85ad4af1314db0555a78b16d587329080702cbf960" diff --git a/production/api/pyproject.toml b/production/api/pyproject.toml index 41df59ea..fa8f3a14 100644 --- a/production/api/pyproject.toml +++ b/production/api/pyproject.toml @@ -4,6 +4,7 @@ version = "0.0.0" description = "" authors = ["Guillaume Chervet "] readme = "README.md" +packages = [{ include = "*.py" }] [tool.poetry.dependencies] python = "~3.10" @@ -16,8 +17,9 @@ tensorflow-io-gcs-filesystem = "0.27.0" uvicorn = "0.23.2" python-multipart = "0.0.6" pillow = "10.0.1" -mlopspython-inference = {path = "packages/mlopspython_inference-0.0.0-py3-none-any.whl"} -mlopspython-extraction = {path = "packages/mlopspython_extraction-0.0.0-py3-none-any.whl"} +ml-dtypes = "0.4.1" +mlopspython-inference = {path = "packages/mlopspython-inference", develop = true} +mlopspython-extraction = {path = "packages/mlopspython-extraction", develop = true } [tool.poetry.group.dev.dependencies] coverage = "^7.3.1" diff --git a/production/docker-compose.yaml b/production/docker-compose.yaml index 02c5de18..81bd6aac 100644 --- a/production/docker-compose.yaml +++ b/production/docker-compose.yaml @@ -1,4 +1,3 @@ -version: '3.7' services: api: @@ -9,7 +8,7 @@ services: restart: "no" user: "1001001" ports: - - 8000:5000 + - "8000:5000" web: build: context: ./webapp @@ -18,4 +17,4 @@ services: restart: "no" #user: "1001001" ports: - - 4000:80 + - "4000:80" diff --git a/train/extraction/.amlignore b/train/extraction/.amlignore index 2144a7dd..eb80485f 100644 --- a/train/extraction/.amlignore +++ b/train/extraction/.amlignore @@ -4,5 +4,3 @@ *.yml *.yaml *.ipynb -*.lock -*.toml diff --git a/train/extraction/.dockerignore b/train/extraction/.dockerignore index b2e6ed3d..926b4992 100644 --- a/train/extraction/.dockerignore +++ b/train/extraction/.dockerignore @@ -1,5 +1,3 @@ /tests /dataset-cats-dogs-others *.ipynb -*.lock -*.toml diff --git a/train/extraction/Dockerfile b/train/extraction/Dockerfile index 0049209b..54ff9432 100644 --- a/train/extraction/Dockerfile +++ b/train/extraction/Dockerfile @@ -1,7 +1,26 @@ -FROM python:3.10.13 -COPY requirements.txt ./ -RUN mkdir packages -COPY packages/ packages/ -RUN pip install --upgrade pip -RUN pip install -r requirements.txt --no-cache-dir -CMD ["bash"] +FROM python:3.10.15 AS base + +FROM base AS builder + +WORKDIR /app + +ENV PATH=/root/.local/bin:$PATH \ + POETRY_VERSION=1.8.3 + +RUN pip install --user "poetry==${POETRY_VERSION}" +RUN python -m venv /venv + +COPY poetry.lock pyproject.toml ./ + +# --sync Synchronize the environment with the locked packages and the specified groups +# --no-directory Do not install any directory path dependencies; useful to install dependencies without source code +# -n Do not ask any interactive question. +RUN . /venv/bin/activate && poetry install -n --sync --no-directory --no-root && poetry run pip install setuptools + + +FROM base AS final +RUN useradd -r newuser +USER newuser +ENV PATH=/venv/bin:${PATH} + +COPY --from=builder /venv /venv \ No newline at end of file diff --git a/train/extraction/command.yaml b/train/extraction/command.yaml index b2c087c4..5f4e60ec 100644 --- a/train/extraction/command.yaml +++ b/train/extraction/command.yaml @@ -24,6 +24,8 @@ environment: path: ./ code: ./ +additional_includes: + - "../../packages/mlopspython-extraction/mlopspython_extraction" command: >- python command.py --pdfs_input ${{inputs.pdfs_input}} diff --git a/train/extraction/packages/.gitignore b/train/extraction/packages/.gitignore deleted file mode 100644 index b96da042..00000000 --- a/train/extraction/packages/.gitignore +++ /dev/null @@ -1 +0,0 @@ -*.whl \ No newline at end of file diff --git a/train/extraction/poetry.lock b/train/extraction/poetry.lock index a9d6779f..381fef12 100644 --- a/train/extraction/poetry.lock +++ b/train/extraction/poetry.lock @@ -1,14 +1,14 @@ -# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "alembic" -version = "1.12.0" +version = "1.13.2" description = "A database migration tool for SQLAlchemy." optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "alembic-1.12.0-py3-none-any.whl", hash = "sha256:03226222f1cf943deee6c85d9464261a6c710cd19b4fe867a3ad1f25afda610f"}, - {file = "alembic-1.12.0.tar.gz", hash = "sha256:8e7645c32e4f200675e69f0745415335eb59a3663f5feb487abfa0b30c45888b"}, + {file = "alembic-1.13.2-py3-none-any.whl", hash = "sha256:6b8733129a6224a9a711e17c99b08462dbf7cc9670ba8f2e2ae9af860ceb1953"}, + {file = "alembic-1.13.2.tar.gz", hash = "sha256:1ff0ae32975f4fd96028c39ed9bb3c867fe3af956bd7bb37343b54c9fe7445ef"}, ] [package.dependencies] @@ -17,25 +17,26 @@ SQLAlchemy = ">=1.3.0" typing-extensions = ">=4" [package.extras] -tz = ["python-dateutil"] +tz = ["backports.zoneinfo"] [[package]] name = "attrs" -version = "23.1.0" +version = "24.2.0" description = "Classes Without Boilerplate" optional = false python-versions = ">=3.7" files = [ - {file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"}, - {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"}, + {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"}, + {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"}, ] [package.extras] -cov = ["attrs[tests]", "coverage[toml] (>=5.3)"] -dev = ["attrs[docs,tests]", "pre-commit"] -docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"] -tests = ["attrs[tests-no-zope]", "zope-interface"] -tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"] +tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"] [[package]] name = "azure-ai-ml" @@ -84,17 +85,17 @@ files = [ [[package]] name = "azure-core" -version = "1.29.4" +version = "1.31.0" description = "Microsoft Azure Core Library for Python" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "azure-core-1.29.4.tar.gz", hash = "sha256:500b3aa9bf2e90c5ccc88bb105d056114ca0ce7d0ce73afb8bc4d714b2fc7568"}, - {file = "azure_core-1.29.4-py3-none-any.whl", hash = "sha256:b03261bcba22c0b9290faf9999cedd23e849ed2577feee90515694cea6bc74bf"}, + {file = "azure_core-1.31.0-py3-none-any.whl", hash = "sha256:22954de3777e0250029360ef31d80448ef1be13b80a459bff80ba7073379e2cd"}, + {file = "azure_core-1.31.0.tar.gz", hash = "sha256:656a0dd61e1869b1506b7c6a3b31d62f15984b1a573d6326f6aa2f3e4123284b"}, ] [package.dependencies] -requests = ">=2.18.4" +requests = ">=2.21.0" six = ">=1.11.0" typing-extensions = ">=4.6.0" @@ -103,20 +104,21 @@ aio = ["aiohttp (>=3.0)"] [[package]] name = "azure-identity" -version = "1.14.0" +version = "1.17.1" description = "Microsoft Azure Identity Library for Python" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "azure-identity-1.14.0.zip", hash = 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b/train/extraction/pyproject.toml index 27f5173b..cd69c481 100644 --- a/train/extraction/pyproject.toml +++ b/train/extraction/pyproject.toml @@ -3,15 +3,17 @@ name = "mlopspython_train_extraction" version = "0.0.0" description = "" authors = ["Guillaume Chervet "] +packages = [{ include = "*.py" }] [tool.poetry.dependencies] python = "~3.10" pymupdf = "1.23.3" -mlopspython-extraction = {path = "./packages/mlopspython_extraction-0.0.0-py3-none-any.whl"} +mlopspython_extraction = {path = "../../packages/mlopspython-extraction", develop = true} mldesigner = "0.1.0b15" mlflow = "2.7.1" azureml-mlflow = "1.53.0" azure-ai-ml = "1.10.1" +ml-dtypes = "0.4.1" [build-system] diff --git a/train/extraction/requirements.txt b/train/extraction/requirements.txt deleted file mode 100644 index 3d3a2759..00000000 --- a/train/extraction/requirements.txt +++ /dev/null @@ -1,107 +0,0 @@ -alembic==1.12.0 ; python_version >= "3.10" and python_version < "3.11" -attrs==23.1.0 ; python_version >= "3.10" and python_version < "3.11" -azure-ai-ml==1.10.1 ; python_version >= "3.10" and python_version < "3.11" -azure-common==1.1.28 ; python_version >= "3.10" and python_version < "3.11" -azure-core==1.29.4 ; python_version >= "3.10" and python_version < "3.11" -azure-identity==1.14.0 ; python_version >= "3.10" and python_version < "3.11" -azure-mgmt-core==1.4.0 ; python_version >= "3.10" and python_version < "3.11" -azure-storage-blob==12.13.0 ; python_version >= "3.10" and python_version < "3.11" -azure-storage-file-datalake==12.8.0 ; python_version >= "3.10" and python_version < "3.11" -azure-storage-file-share==12.14.1 ; python_version >= "3.10" and python_version < "3.11" -azureml-mlflow==1.53.0 ; python_version >= "3.10" and python_version < "3.11" -blinker==1.6.2 ; python_version >= "3.10" and python_version < "3.11" -cachetools==5.3.1 ; python_version >= "3.10" and python_version < "3.11" -certifi==2023.7.22 ; python_version >= "3.10" and python_version < "3.11" -cffi==1.15.1 ; python_version >= "3.10" and python_version < "3.11" -charset-normalizer==3.2.0 ; python_version >= "3.10" and python_version < "3.11" -click==8.1.7 ; python_version >= "3.10" and python_version < "3.11" -cloudpickle==2.2.1 ; python_version >= "3.10" and python_version < "3.11" -colorama==0.4.6 ; python_version >= "3.10" and python_version < "3.11" -contourpy==1.1.1 ; python_version >= "3.10" and python_version < "3.11" -cryptography==41.0.4 ; python_version >= "3.10" and python_version < "3.11" -cycler==0.11.0 ; python_version >= "3.10" and python_version < "3.11" -databricks-cli==0.17.8 ; python_version >= "3.10" and python_version < "3.11" -docker==6.1.3 ; python_version >= "3.10" and python_version < "3.11" -entrypoints==0.4 ; python_version >= "3.10" and python_version < "3.11" -flask==2.3.3 ; python_version >= "3.10" and python_version < "3.11" -fonttools==4.42.1 ; python_version >= "3.10" and python_version < "3.11" -gitdb==4.0.10 ; python_version >= "3.10" and python_version < "3.11" -gitpython==3.1.37 ; python_version >= "3.10" and python_version < "3.11" -google-api-core==2.12.0 ; python_version >= "3.10" and python_version < "3.11" -google-auth==2.23.0 ; python_version >= "3.10" and python_version < "3.11" -googleapis-common-protos==1.60.0 ; python_version >= "3.10" and python_version < "3.11" -greenlet==2.0.2 ; python_version >= "3.10" and python_version < "3.11" and (platform_machine == "aarch64" or platform_machine == "ppc64le" or platform_machine == "x86_64" or platform_machine == "amd64" or platform_machine == "AMD64" or platform_machine == "win32" or platform_machine == "WIN32") -gunicorn==21.2.0 ; python_version >= "3.10" and python_version < "3.11" and platform_system != "Windows" -idna==3.4 ; python_version >= "3.10" and python_version < "3.11" -importlib-metadata==6.8.0 ; python_version >= "3.10" and python_version < "3.11" -isodate==0.6.1 ; python_version >= "3.10" and python_version < "3.11" -itsdangerous==2.1.2 ; python_version >= "3.10" and python_version < "3.11" -jinja2==3.1.2 ; python_version >= "3.10" and python_version < "3.11" -joblib==1.3.2 ; python_version >= "3.10" and python_version < "3.11" -jsonpickle==3.0.2 ; python_version >= "3.10" and python_version < "3.11" -jsonschema-specifications==2023.7.1 ; python_version >= "3.10" and python_version < "3.11" -jsonschema==4.19.1 ; python_version >= "3.10" and python_version < "3.11" -kiwisolver==1.4.5 ; python_version >= "3.10" and python_version < "3.11" -mako==1.2.4 ; python_version >= "3.10" and python_version < "3.11" -markdown==3.4.4 ; python_version >= "3.10" and python_version < "3.11" -markupsafe==2.1.3 ; python_version >= "3.10" and python_version < "3.11" -marshmallow==3.20.1 ; python_version >= "3.10" and python_version < "3.11" -matplotlib==3.8.0 ; python_version >= "3.10" and python_version < "3.11" -mldesigner==0.1.0b15 ; python_version >= "3.10" and python_version < "3.11" -mlflow-skinny==2.7.1 ; python_version >= "3.10" and python_version < "3.11" -mlflow==2.7.1 ; python_version >= "3.10" and python_version < "3.11" -./packages/mlopspython_extraction-0.0.0-py3-none-any.whl ; python_version >= "3.10" and python_version < "3.11" -msal-extensions==1.0.0 ; python_version >= "3.10" and python_version < "3.11" -msal==1.24.0 ; python_version >= "3.10" and python_version < "3.11" -msrest==0.7.1 ; python_version >= "3.10" and python_version < "3.11" -numpy==1.26.0 ; python_version >= "3.10" and python_version < "3.11" -oauthlib==3.2.2 ; python_version >= "3.10" and python_version < "3.11" -opencensus-context==0.1.3 ; python_version >= "3.10" and python_version < "3.11" -opencensus-ext-azure==1.1.10 ; python_version >= "3.10" and python_version < "3.11" -opencensus==0.11.3 ; python_version >= "3.10" and python_version < "3.11" -packaging==23.1 ; python_version >= "3.10" and python_version < "3.11" -pandas==2.1.1 ; python_version >= "3.10" and python_version < "3.11" -pillow==10.0.1 ; python_version >= "3.10" and python_version < "3.11" -portalocker==2.8.2 ; python_version >= "3.10" and python_version < "3.11" -protobuf==4.24.3 ; python_version >= "3.10" and python_version < "3.11" -psutil==5.9.5 ; python_version >= "3.10" and python_version < "3.11" -pyarrow==13.0.0 ; python_version >= "3.10" and python_version < "3.11" -pyasn1-modules==0.3.0 ; python_version >= "3.10" and python_version < "3.11" -pyasn1==0.5.0 ; python_version >= "3.10" and python_version < "3.11" -pycparser==2.21 ; python_version >= "3.10" and python_version < "3.11" -pydash==5.1.2 ; python_version >= "3.10" and python_version < "3.11" -pyjwt==2.8.0 ; python_version >= "3.10" and python_version < "3.11" -pyjwt[crypto]==2.8.0 ; python_version >= "3.10" and python_version < "3.11" -pymupdf==1.23.3 ; python_version >= "3.10" and python_version < "3.11" -pymupdfb==1.23.3 ; python_version >= "3.10" and python_version < "3.11" -pyparsing==3.1.1 ; python_version >= "3.10" and python_version < "3.11" -python-dateutil==2.8.2 ; python_version >= "3.10" and python_version < "3.11" -pytz==2023.3.post1 ; python_version >= "3.10" and python_version < "3.11" -pywin32==306 ; python_version >= "3.10" and python_version < "3.11" and (sys_platform == "win32" or platform_system == "Windows") -pyyaml==6.0.1 ; python_version >= "3.10" and python_version < "3.11" -querystring-parser==1.2.4 ; python_version >= "3.10" and python_version < "3.11" -referencing==0.30.2 ; python_version >= "3.10" and python_version < "3.11" -requests-oauthlib==1.3.1 ; python_version >= "3.10" and python_version < "3.11" -requests==2.31.0 ; python_version >= "3.10" and python_version < "3.11" -rpds-py==0.10.3 ; python_version >= "3.10" and python_version < "3.11" -rsa==4.9 ; python_version >= "3.10" and python_version < "3.11" -scikit-learn==1.3.1 ; python_version >= "3.10" and python_version < "3.11" -scipy==1.11.2 ; python_version >= "3.10" and python_version < "3.11" -setuptools-scm==8.0.3 ; python_version >= "3.10" and python_version < "3.11" -setuptools==68.2.2 ; python_version >= "3.10" and python_version < "3.11" -six==1.16.0 ; python_version >= "3.10" and python_version < "3.11" -smmap==5.0.1 ; python_version >= "3.10" and python_version < "3.11" -sqlalchemy==2.0.21 ; python_version >= "3.10" and python_version < "3.11" -sqlparse==0.4.4 ; python_version >= "3.10" and python_version < "3.11" -strictyaml==1.7.3 ; python_version >= "3.10" and python_version < "3.11" -tabulate==0.9.0 ; python_version >= "3.10" and python_version < "3.11" -threadpoolctl==3.2.0 ; python_version >= "3.10" and python_version < "3.11" -tomli==2.0.1 ; python_version >= "3.10" and python_version < "3.11" -tqdm==4.66.1 ; python_version >= "3.10" and python_version < "3.11" -typing-extensions==4.8.0 ; python_version >= "3.10" and python_version < "3.11" -tzdata==2023.3 ; python_version >= "3.10" and python_version < "3.11" -urllib3==1.26.16 ; python_version >= "3.10" and python_version < "3.11" -waitress==2.1.2 ; python_version >= "3.10" and python_version < "3.11" and platform_system == "Windows" -websocket-client==1.6.3 ; python_version >= "3.10" and python_version < "3.11" -werkzeug==2.3.7 ; python_version >= "3.10" and python_version < "3.11" -zipp==3.17.0 ; python_version >= "3.10" and python_version < "3.11" diff --git a/train/label_split_data/.amlignore b/train/label_split_data/.amlignore index eb96d4e8..22b08280 100644 --- a/train/label_split_data/.amlignore +++ b/train/label_split_data/.amlignore @@ -3,6 +3,4 @@ *.yml *.yaml *.ipynb -*.lock -*.toml /dataset-cats-dogs-others-labels \ No newline at end of file diff --git a/train/label_split_data/.dockerignore b/train/label_split_data/.dockerignore index ffe8f1af..fc8384b9 100644 --- a/train/label_split_data/.dockerignore +++ b/train/label_split_data/.dockerignore @@ -1,5 +1,3 @@ /tests *.ipynb -*.lock -*.toml /dataset-cats-dogs-others-labels \ No newline at end of file diff --git a/train/label_split_data/Dockerfile b/train/label_split_data/Dockerfile index 791d4aca..54ff9432 100644 --- a/train/label_split_data/Dockerfile +++ b/train/label_split_data/Dockerfile @@ -1,5 +1,26 @@ -FROM python:3.10.13 -COPY requirements.txt ./ -RUN pip install --upgrade pip -RUN pip install -r requirements.txt --no-cache-dir -CMD ["bash"] +FROM python:3.10.15 AS base + +FROM base AS builder + +WORKDIR /app + +ENV PATH=/root/.local/bin:$PATH \ + POETRY_VERSION=1.8.3 + +RUN pip install --user "poetry==${POETRY_VERSION}" +RUN python -m venv /venv + +COPY poetry.lock pyproject.toml ./ + +# --sync Synchronize the environment with the locked packages and the specified groups +# --no-directory Do not install any directory path dependencies; useful to install dependencies without source code +# -n Do not ask any interactive question. +RUN . /venv/bin/activate && poetry install -n --sync --no-directory --no-root && poetry run pip install setuptools + + +FROM base AS final +RUN useradd -r newuser +USER newuser +ENV PATH=/venv/bin:${PATH} + +COPY --from=builder /venv /venv \ No newline at end of file diff --git a/train/label_split_data/poetry.lock b/train/label_split_data/poetry.lock index 37a3889f..31fa0045 100644 --- a/train/label_split_data/poetry.lock +++ b/train/label_split_data/poetry.lock @@ -1,14 +1,14 @@ -# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "alembic" -version = "1.12.0" +version = "1.13.2" description = "A database migration tool for SQLAlchemy." optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "alembic-1.12.0-py3-none-any.whl", hash = "sha256:03226222f1cf943deee6c85d9464261a6c710cd19b4fe867a3ad1f25afda610f"}, - {file = "alembic-1.12.0.tar.gz", hash = "sha256:8e7645c32e4f200675e69f0745415335eb59a3663f5feb487abfa0b30c45888b"}, + {file = "alembic-1.13.2-py3-none-any.whl", hash = "sha256:6b8733129a6224a9a711e17c99b08462dbf7cc9670ba8f2e2ae9af860ceb1953"}, + {file = "alembic-1.13.2.tar.gz", hash = "sha256:1ff0ae32975f4fd96028c39ed9bb3c867fe3af956bd7bb37343b54c9fe7445ef"}, ] [package.dependencies] @@ -17,25 +17,26 @@ SQLAlchemy = ">=1.3.0" typing-extensions = ">=4" [package.extras] -tz = ["python-dateutil"] +tz = ["backports.zoneinfo"] [[package]] name = "attrs" -version = "23.1.0" +version = "24.2.0" description = "Classes Without Boilerplate" optional = false python-versions = ">=3.7" files = [ - {file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"}, - {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"}, + {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"}, + {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"}, ] [package.extras] -cov = ["attrs[tests]", "coverage[toml] (>=5.3)"] -dev = ["attrs[docs,tests]", "pre-commit"] -docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"] -tests = ["attrs[tests-no-zope]", "zope-interface"] -tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"] +tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"] [[package]] name = "azure-ai-ml" @@ -84,17 +85,17 @@ files = [ [[package]] name = "azure-core" -version = "1.29.4" +version = "1.31.0" description = "Microsoft Azure Core Library for Python" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "azure-core-1.29.4.tar.gz", hash = "sha256:500b3aa9bf2e90c5ccc88bb105d056114ca0ce7d0ce73afb8bc4d714b2fc7568"}, - {file = "azure_core-1.29.4-py3-none-any.whl", hash = "sha256:b03261bcba22c0b9290faf9999cedd23e849ed2577feee90515694cea6bc74bf"}, + {file = "azure_core-1.31.0-py3-none-any.whl", hash = "sha256:22954de3777e0250029360ef31d80448ef1be13b80a459bff80ba7073379e2cd"}, + {file = "azure_core-1.31.0.tar.gz", hash = "sha256:656a0dd61e1869b1506b7c6a3b31d62f15984b1a573d6326f6aa2f3e4123284b"}, ] [package.dependencies] -requests = ">=2.18.4" +requests = ">=2.21.0" six = ">=1.11.0" typing-extensions = ">=4.6.0" @@ -103,20 +104,21 @@ aio = ["aiohttp (>=3.0)"] [[package]] name = "azure-identity" -version = "1.14.0" +version = "1.17.1" description = "Microsoft Azure Identity Library for Python" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "azure-identity-1.14.0.zip", hash = 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(>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] +enabler = ["pytest-enabler (>=2.2)"] +test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] +type = ["pytest-mypy"] [metadata] lock-version = "2.0" python-versions = "~3.10" -content-hash = "b57cce9ea2de5acc48eb641c55820a8cf2abd0c8bf74cce8d792c26d253ac224" +content-hash = "95bba2ed2572f86ea4d16a61074f8e91a6ba72fdf15b82240ae48c8e68ce5b7d" diff --git a/train/label_split_data/pyproject.toml b/train/label_split_data/pyproject.toml index 36dc17a9..b0ff2a1d 100644 --- a/train/label_split_data/pyproject.toml +++ b/train/label_split_data/pyproject.toml @@ -3,6 +3,7 @@ name = "label_split_data" version = "0.0.0" description = "" authors = ["Guillaume Chervet "] +packages = [{ include = "*.py" }] [tool.poetry.dependencies] python = "~3.10" @@ -10,6 +11,7 @@ mldesigner = "0.1.0b15" mlflow = "2.7.1" azureml-mlflow = "1.53.0" azure-ai-ml = "1.10.1" +ml-dtypes = "0.4.1" [tool.poetry.group.dev.dependencies] coverage = "^7.3.1" diff --git a/train/label_split_data/requirements.txt b/train/label_split_data/requirements.txt deleted file mode 100644 index 206d2caf..00000000 --- a/train/label_split_data/requirements.txt +++ /dev/null @@ -1,104 +0,0 @@ -alembic==1.12.0 ; python_version >= "3.10" and python_version < "3.11" -attrs==23.1.0 ; python_version >= "3.10" and python_version < "3.11" -azure-ai-ml==1.10.1 ; python_version >= "3.10" and python_version < "3.11" -azure-common==1.1.28 ; python_version >= "3.10" and python_version < "3.11" -azure-core==1.29.4 ; python_version >= "3.10" and python_version < "3.11" -azure-identity==1.14.0 ; python_version >= "3.10" and python_version < "3.11" -azure-mgmt-core==1.4.0 ; python_version >= "3.10" and python_version < "3.11" -azure-storage-blob==12.13.0 ; python_version >= "3.10" and python_version < "3.11" -azure-storage-file-datalake==12.8.0 ; python_version >= "3.10" and python_version < "3.11" -azure-storage-file-share==12.14.1 ; python_version >= "3.10" and python_version < "3.11" -azureml-mlflow==1.53.0 ; python_version >= "3.10" and python_version < "3.11" -blinker==1.6.2 ; python_version >= "3.10" and python_version < "3.11" -cachetools==5.3.1 ; python_version >= "3.10" and python_version < "3.11" -certifi==2023.7.22 ; python_version >= "3.10" and python_version < "3.11" -cffi==1.15.1 ; python_version >= "3.10" and python_version < "3.11" -charset-normalizer==3.2.0 ; python_version >= "3.10" and python_version < "3.11" -click==8.1.7 ; python_version >= "3.10" and python_version < "3.11" -cloudpickle==2.2.1 ; python_version >= "3.10" and python_version < "3.11" -colorama==0.4.6 ; python_version >= "3.10" and python_version < "3.11" -contourpy==1.1.1 ; python_version >= "3.10" and python_version < "3.11" -cryptography==41.0.4 ; python_version >= "3.10" and python_version < "3.11" -cycler==0.11.0 ; python_version >= "3.10" and python_version < 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platform_machine == "win32" or platform_machine == "WIN32") -gunicorn==21.2.0 ; python_version >= "3.10" and python_version < "3.11" and platform_system != "Windows" -idna==3.4 ; python_version >= "3.10" and python_version < "3.11" -importlib-metadata==6.8.0 ; python_version >= "3.10" and python_version < "3.11" -isodate==0.6.1 ; python_version >= "3.10" and python_version < "3.11" -itsdangerous==2.1.2 ; python_version >= "3.10" and python_version < "3.11" -jinja2==3.1.2 ; python_version >= "3.10" and python_version < "3.11" -joblib==1.3.2 ; python_version >= "3.10" and python_version < "3.11" -jsonpickle==3.0.2 ; python_version >= "3.10" and python_version < "3.11" -jsonschema-specifications==2023.7.1 ; python_version >= "3.10" and python_version < "3.11" -jsonschema==4.19.1 ; python_version >= "3.10" and python_version < "3.11" -kiwisolver==1.4.5 ; python_version >= "3.10" and python_version < "3.11" -mako==1.2.4 ; python_version >= "3.10" and python_version < "3.11" -markdown==3.4.4 ; python_version >= "3.10" and python_version < "3.11" -markupsafe==2.1.3 ; python_version >= "3.10" and python_version < "3.11" -marshmallow==3.20.1 ; python_version >= "3.10" and python_version < "3.11" -matplotlib==3.8.0 ; python_version >= "3.10" and python_version < "3.11" -mldesigner==0.1.0b15 ; python_version >= "3.10" and python_version < "3.11" -mlflow-skinny==2.7.1 ; python_version >= "3.10" and python_version < "3.11" -mlflow==2.7.1 ; python_version >= "3.10" and python_version < "3.11" -msal-extensions==1.0.0 ; python_version >= "3.10" and python_version < "3.11" -msal==1.24.0 ; python_version >= "3.10" and python_version < "3.11" -msrest==0.7.1 ; python_version >= "3.10" and python_version < "3.11" -numpy==1.26.0 ; python_version >= "3.10" and python_version < "3.11" -oauthlib==3.2.2 ; python_version >= "3.10" and python_version < "3.11" -opencensus-context==0.1.3 ; python_version >= "3.10" and python_version < "3.11" -opencensus-ext-azure==1.1.10 ; python_version >= "3.10" and python_version < "3.11" -opencensus==0.11.3 ; python_version >= "3.10" and python_version < "3.11" -packaging==23.1 ; python_version >= "3.10" and python_version < "3.11" -pandas==2.1.1 ; python_version >= "3.10" and python_version < "3.11" -pillow==10.0.1 ; python_version >= "3.10" and python_version < "3.11" -portalocker==2.8.2 ; python_version >= "3.10" and python_version < "3.11" -protobuf==4.24.3 ; python_version >= "3.10" and python_version < "3.11" -psutil==5.9.5 ; python_version >= "3.10" and python_version < "3.11" -pyarrow==13.0.0 ; python_version >= "3.10" and python_version < "3.11" -pyasn1-modules==0.3.0 ; python_version >= "3.10" and python_version < "3.11" -pyasn1==0.5.0 ; python_version >= "3.10" and python_version < "3.11" -pycparser==2.21 ; python_version >= "3.10" and python_version < "3.11" -pydash==5.1.2 ; python_version >= "3.10" and python_version < "3.11" -pyjwt==2.8.0 ; python_version >= "3.10" and python_version < "3.11" -pyjwt[crypto]==2.8.0 ; python_version >= "3.10" and python_version < "3.11" -pyparsing==3.1.1 ; python_version >= "3.10" and python_version < "3.11" -python-dateutil==2.8.2 ; python_version >= "3.10" and python_version < "3.11" -pytz==2023.3.post1 ; python_version >= "3.10" and python_version < "3.11" -pywin32==306 ; python_version >= "3.10" and python_version < "3.11" and (sys_platform == "win32" or platform_system == "Windows") -pyyaml==6.0.1 ; python_version >= "3.10" and python_version < "3.11" -querystring-parser==1.2.4 ; python_version >= "3.10" and python_version < "3.11" -referencing==0.30.2 ; python_version >= "3.10" and python_version < "3.11" -requests-oauthlib==1.3.1 ; python_version >= "3.10" and python_version < "3.11" -requests==2.31.0 ; python_version >= "3.10" and python_version < "3.11" -rpds-py==0.10.3 ; python_version >= "3.10" and python_version < "3.11" -rsa==4.9 ; python_version >= "3.10" and python_version < "3.11" -scikit-learn==1.3.1 ; python_version >= "3.10" and python_version < "3.11" -scipy==1.11.2 ; python_version >= "3.10" and python_version < "3.11" -setuptools-scm==8.0.3 ; python_version >= "3.10" and python_version < "3.11" -setuptools==68.2.2 ; python_version >= "3.10" and python_version < "3.11" -six==1.16.0 ; python_version >= "3.10" and python_version < "3.11" -smmap==5.0.1 ; python_version >= "3.10" and python_version < "3.11" -sqlalchemy==2.0.21 ; python_version >= "3.10" and python_version < "3.11" -sqlparse==0.4.4 ; python_version >= "3.10" and python_version < "3.11" -strictyaml==1.7.3 ; python_version >= "3.10" and python_version < "3.11" -tabulate==0.9.0 ; python_version >= "3.10" and python_version < "3.11" -threadpoolctl==3.2.0 ; python_version >= "3.10" and python_version < "3.11" -tomli==2.0.1 ; python_version >= "3.10" and python_version < "3.11" -tqdm==4.66.1 ; python_version >= "3.10" and python_version < "3.11" -typing-extensions==4.8.0 ; python_version >= "3.10" and python_version < "3.11" -tzdata==2023.3 ; python_version >= "3.10" and python_version < "3.11" -urllib3==1.26.16 ; python_version >= "3.10" and python_version < "3.11" -waitress==2.1.2 ; python_version >= "3.10" and python_version < "3.11" and platform_system == "Windows" -websocket-client==1.6.3 ; python_version >= "3.10" and python_version < "3.11" -werkzeug==2.3.7 ; python_version >= "3.10" and python_version < "3.11" -zipp==3.17.0 ; python_version >= "3.10" and python_version < "3.11" diff --git a/train/output/.amlignore b/train/output/.amlignore index 2144a7dd..eb80485f 100644 --- a/train/output/.amlignore +++ b/train/output/.amlignore @@ -4,5 +4,3 @@ *.yml *.yaml *.ipynb -*.lock -*.toml diff --git a/train/output/.dockerignore b/train/output/.dockerignore index ae27cd68..fcfc494c 100644 --- a/train/output/.dockerignore +++ b/train/output/.dockerignore @@ -1,6 +1,4 @@ /tests /dataset-cats-dogs-others *.ipynb -*.lock -*.toml *.idea diff --git a/train/output/Dockerfile b/train/output/Dockerfile index 791d4aca..54ff9432 100644 --- a/train/output/Dockerfile +++ b/train/output/Dockerfile @@ -1,5 +1,26 @@ -FROM python:3.10.13 -COPY requirements.txt ./ -RUN pip install --upgrade pip -RUN pip install -r requirements.txt --no-cache-dir -CMD ["bash"] +FROM python:3.10.15 AS base + +FROM base AS builder + +WORKDIR /app + +ENV PATH=/root/.local/bin:$PATH \ + POETRY_VERSION=1.8.3 + +RUN pip install --user "poetry==${POETRY_VERSION}" +RUN python -m venv /venv + +COPY poetry.lock pyproject.toml ./ + +# --sync Synchronize the environment with the locked packages and the specified groups +# --no-directory Do not install any directory path dependencies; useful to install dependencies without source code +# -n Do not ask any interactive question. +RUN . /venv/bin/activate && poetry install -n --sync --no-directory --no-root && poetry run pip install setuptools + + +FROM base AS final +RUN useradd -r newuser +USER newuser +ENV PATH=/venv/bin:${PATH} + +COPY --from=builder /venv /venv \ No newline at end of file diff --git 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(>=0.2.1)"] +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", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] +type = ["pytest-mypy"] [metadata] lock-version = "2.0" diff --git a/train/output/pyproject.toml b/train/output/pyproject.toml index 684531f8..dd2b3b6a 100644 --- a/train/output/pyproject.toml +++ b/train/output/pyproject.toml @@ -4,6 +4,7 @@ version = "0.0.0" description = "" authors = ["Guillaume Chervet "] readme = "README.md" +packages = [{ include = "*.py" }] [tool.poetry.dependencies] python = "~3.10" # ">=3.10,<3.11" diff --git a/train/output/requirements.txt b/train/output/requirements.txt deleted file mode 100644 index 24fee6e1..00000000 --- a/train/output/requirements.txt +++ /dev/null @@ -1,100 +0,0 @@ -alembic==1.13.0 ; python_version >= "3.10" and python_version < "3.11" -attrs==23.1.0 ; python_version >= "3.10" and python_version < "3.11" -azure-ai-ml==1.12.1 ; python_version >= "3.10" and python_version < "3.11" -azure-common==1.1.28 ; python_version >= "3.10" and python_version < "3.11" -azure-core==1.29.5 ; python_version >= "3.10" and python_version < "3.11" -azure-identity==1.15.0 ; python_version >= "3.10" and python_version < "3.11" -azure-mgmt-core==1.4.0 ; python_version >= "3.10" and python_version < "3.11" -azure-storage-blob==12.19.0 ; python_version >= "3.10" and python_version < "3.11" -azure-storage-file-datalake==12.14.0 ; python_version >= "3.10" and python_version < "3.11" -azure-storage-file-share==12.15.0 ; python_version >= "3.10" and python_version < "3.11" -blinker==1.7.0 ; python_version >= "3.10" and python_version < "3.11" -cachetools==5.3.2 ; python_version >= "3.10" and python_version < "3.11" -certifi==2023.11.17 ; python_version >= "3.10" and python_version < "3.11" -cffi==1.16.0 ; python_version >= "3.10" and python_version < "3.11" -charset-normalizer==3.3.2 ; python_version >= "3.10" and python_version < "3.11" -click==8.1.7 ; python_version >= "3.10" and python_version < "3.11" -cloudpickle==3.0.0 ; python_version >= "3.10" and python_version < "3.11" -colorama==0.4.6 ; python_version >= "3.10" and python_version < "3.11" -contourpy==1.2.0 ; python_version >= "3.10" and python_version < "3.11" -cryptography==41.0.7 ; python_version >= "3.10" and python_version < "3.11" -cycler==0.12.1 ; python_version >= "3.10" and python_version < "3.11" -databricks-cli==0.18.0 ; python_version >= "3.10" and python_version < "3.11" -docker==6.1.3 ; python_version >= "3.10" and python_version < "3.11" -entrypoints==0.4 ; python_version >= "3.10" and python_version < "3.11" -flask==3.0.0 ; python_version >= "3.10" and python_version < "3.11" -fonttools==4.46.0 ; python_version >= "3.10" and python_version < "3.11" -gitdb==4.0.11 ; python_version >= "3.10" and python_version < "3.11" -gitpython==3.1.40 ; python_version >= "3.10" and python_version < "3.11" -google-api-core==2.15.0 ; python_version >= "3.10" and python_version < "3.11" -google-auth==2.25.1 ; python_version >= "3.10" and python_version < "3.11" -googleapis-common-protos==1.62.0 ; python_version >= "3.10" and python_version < "3.11" -greenlet==3.0.1 ; python_version >= "3.10" and python_version < "3.11" and (platform_machine == "aarch64" or platform_machine == "ppc64le" or platform_machine == "x86_64" or platform_machine == "amd64" or platform_machine == "AMD64" or platform_machine == "win32" or platform_machine == "WIN32") -gunicorn==21.2.0 ; python_version >= "3.10" and python_version < "3.11" and platform_system != "Windows" -idna==3.6 ; python_version >= "3.10" and python_version < "3.11" -importlib-metadata==7.0.0 ; python_version >= "3.10" and python_version < "3.11" -isodate==0.6.1 ; python_version >= "3.10" and python_version < "3.11" -itsdangerous==2.1.2 ; python_version >= "3.10" and python_version < "3.11" -jinja2==3.1.2 ; python_version >= "3.10" and python_version < "3.11" -joblib==1.3.2 ; python_version >= "3.10" and python_version < "3.11" -jsonschema-specifications==2023.11.2 ; python_version >= "3.10" and python_version < "3.11" -jsonschema==4.20.0 ; python_version >= "3.10" and python_version < "3.11" -kiwisolver==1.4.5 ; python_version >= "3.10" and python_version < "3.11" -mako==1.3.0 ; python_version >= "3.10" and python_version < "3.11" -markdown==3.5.1 ; python_version >= "3.10" and python_version < "3.11" -markupsafe==2.1.3 ; python_version >= "3.10" and python_version < "3.11" -marshmallow==3.20.1 ; python_version >= "3.10" and python_version < "3.11" -matplotlib==3.8.2 ; python_version >= "3.10" and python_version < "3.11" -mldesigner==0.1.0b17 ; python_version >= "3.10" and python_version < "3.11" -mlflow==2.9.1 ; python_version >= "3.10" and python_version < "3.11" -msal-extensions==1.0.0 ; python_version >= "3.10" and python_version < "3.11" -msal==1.26.0 ; python_version >= "3.10" and python_version < "3.11" -msrest==0.7.1 ; python_version >= "3.10" and python_version < "3.11" -numpy==1.26.2 ; python_version >= "3.10" and python_version < "3.11" -oauthlib==3.2.2 ; python_version >= "3.10" and python_version < "3.11" -opencensus-context==0.1.3 ; python_version >= "3.10" and python_version < "3.11" -opencensus-ext-azure==1.1.12 ; python_version >= "3.10" and python_version < "3.11" -opencensus==0.11.3 ; python_version >= "3.10" and python_version < "3.11" -packaging==23.2 ; python_version >= "3.10" and python_version < "3.11" -pandas==2.1.4 ; python_version >= "3.10" and python_version < "3.11" -pillow==10.1.0 ; python_version >= "3.10" and python_version < "3.11" -portalocker==2.8.2 ; python_version >= "3.10" and python_version < "3.11" -protobuf==4.25.1 ; python_version >= "3.10" and python_version < "3.11" -psutil==5.9.6 ; python_version >= "3.10" and python_version < "3.11" -pyarrow==14.0.1 ; python_version >= "3.10" and python_version < "3.11" -pyasn1-modules==0.3.0 ; python_version >= "3.10" and python_version < "3.11" -pyasn1==0.5.1 ; python_version >= "3.10" and python_version < "3.11" -pycparser==2.21 ; python_version >= "3.10" and python_version < "3.11" -pydash==7.0.5 ; python_version >= "3.10" and python_version < "3.11" -pyjwt==2.8.0 ; python_version >= "3.10" and python_version < "3.11" -pyjwt[crypto]==2.8.0 ; python_version >= "3.10" and python_version < "3.11" -pymupdf==1.23.3 ; python_version >= "3.10" and python_version < "3.11" -pymupdfb==1.23.3 ; python_version >= "3.10" and python_version < "3.11" -pyparsing==3.1.1 ; python_version >= "3.10" and python_version < "3.11" -python-dateutil==2.8.2 ; python_version >= "3.10" and python_version < "3.11" -pytz==2023.3.post1 ; python_version >= "3.10" and python_version < "3.11" -pywin32==306 ; python_version >= "3.10" and python_version < "3.11" and (sys_platform == "win32" or platform_system == "Windows") -pyyaml==6.0.1 ; python_version >= "3.10" and python_version < "3.11" -querystring-parser==1.2.4 ; python_version >= "3.10" and python_version < "3.11" -referencing==0.32.0 ; python_version >= "3.10" and python_version < "3.11" -requests-oauthlib==1.3.1 ; python_version >= "3.10" and python_version < "3.11" -requests==2.31.0 ; python_version >= "3.10" and python_version < "3.11" -rpds-py==0.13.2 ; python_version >= "3.10" and python_version < "3.11" -rsa==4.9 ; python_version >= "3.10" and python_version < "3.11" -scikit-learn==1.3.2 ; python_version >= "3.10" and python_version < "3.11" -scipy==1.11.4 ; python_version >= "3.10" and python_version < "3.11" -six==1.16.0 ; python_version >= "3.10" and python_version < "3.11" -smmap==5.0.1 ; python_version >= "3.10" and python_version < "3.11" -sqlalchemy==2.0.23 ; python_version >= "3.10" and python_version < "3.11" -sqlparse==0.4.4 ; python_version >= "3.10" and python_version < "3.11" -strictyaml==1.7.3 ; python_version >= "3.10" and python_version < "3.11" -tabulate==0.9.0 ; python_version >= "3.10" and python_version < "3.11" -threadpoolctl==3.2.0 ; python_version >= "3.10" and python_version < "3.11" -tqdm==4.66.1 ; python_version >= "3.10" and python_version < "3.11" -typing-extensions==4.8.0 ; python_version >= "3.10" and python_version < "3.11" -tzdata==2023.3 ; python_version >= "3.10" and python_version < "3.11" -urllib3==2.1.0 ; python_version >= "3.10" and python_version < "3.11" -waitress==2.1.2 ; python_version >= "3.10" and python_version < "3.11" and platform_system == "Windows" -websocket-client==1.7.0 ; python_version >= "3.10" and python_version < "3.11" -werkzeug==3.0.1 ; python_version >= "3.10" and python_version < "3.11" -zipp==3.17.0 ; python_version >= "3.10" and python_version < "3.11" diff --git a/train/test/.amlignore b/train/test/.amlignore index e9b2dede..b420d7c2 100644 --- a/train/test/.amlignore +++ b/train/test/.amlignore @@ -3,5 +3,3 @@ *.yml *.yaml *.ipynb -*.lock -*.toml diff --git a/train/test/Dockerfile b/train/test/Dockerfile index 0049209b..54ff9432 100644 --- a/train/test/Dockerfile +++ b/train/test/Dockerfile @@ -1,7 +1,26 @@ -FROM python:3.10.13 -COPY requirements.txt ./ -RUN mkdir packages -COPY packages/ packages/ -RUN pip install --upgrade pip -RUN pip install -r requirements.txt --no-cache-dir -CMD ["bash"] +FROM python:3.10.15 AS base + +FROM base AS builder + +WORKDIR /app + +ENV PATH=/root/.local/bin:$PATH \ + POETRY_VERSION=1.8.3 + +RUN pip install --user "poetry==${POETRY_VERSION}" +RUN python -m venv /venv + +COPY poetry.lock pyproject.toml ./ + +# --sync Synchronize the environment with the locked packages and the specified groups +# --no-directory Do not install any directory path dependencies; useful to install dependencies without source code +# -n Do not ask any interactive question. +RUN . /venv/bin/activate && poetry install -n --sync --no-directory --no-root && poetry run pip install setuptools + + +FROM base AS final +RUN useradd -r newuser +USER newuser +ENV PATH=/venv/bin:${PATH} + +COPY --from=builder /venv /venv \ No newline at end of file diff --git a/train/test/command.yaml b/train/test/command.yaml index 79936f94..274a1b96 100644 --- a/train/test/command.yaml +++ b/train/test/command.yaml @@ -28,6 +28,8 @@ environment: path: ./ code: ./ +additional_includes: + - "../../packages/mlopspython-inference/mlopspython_inference" command: >- python command.py --model_input ${{inputs.model_input}} diff --git a/train/test/packages/.gitignore b/train/test/packages/.gitignore deleted file mode 100644 index b96da042..00000000 --- a/train/test/packages/.gitignore +++ /dev/null @@ -1 +0,0 @@ -*.whl \ No newline at end of file diff --git a/train/test/poetry.lock b/train/test/poetry.lock index 247d44cb..1a490893 100644 --- a/train/test/poetry.lock +++ b/train/test/poetry.lock @@ -1,25 +1,25 @@ -# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "absl-py" -version = "2.0.0" +version = "2.1.0" description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py." optional = false python-versions = ">=3.7" files = [ - {file = "absl-py-2.0.0.tar.gz", hash = "sha256:d9690211c5fcfefcdd1a45470ac2b5c5acd45241c3af71eed96bc5441746c0d5"}, - {file = "absl_py-2.0.0-py3-none-any.whl", hash = "sha256:9a28abb62774ae4e8edbe2dd4c49ffcd45a6a848952a5eccc6a49f3f0fc1e2f3"}, + {file = "absl-py-2.1.0.tar.gz", hash = "sha256:7820790efbb316739cde8b4e19357243fc3608a152024288513dd968d7d959ff"}, + {file = "absl_py-2.1.0-py3-none-any.whl", hash = "sha256:526a04eadab8b4ee719ce68f204172ead1027549089702d99b9059f129ff1308"}, ] [[package]] name = "alembic" -version = "1.12.0" +version = "1.13.2" description = "A database migration tool for SQLAlchemy." optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "alembic-1.12.0-py3-none-any.whl", hash = "sha256:03226222f1cf943deee6c85d9464261a6c710cd19b4fe867a3ad1f25afda610f"}, - {file = "alembic-1.12.0.tar.gz", hash = "sha256:8e7645c32e4f200675e69f0745415335eb59a3663f5feb487abfa0b30c45888b"}, + {file = "alembic-1.13.2-py3-none-any.whl", hash = "sha256:6b8733129a6224a9a711e17c99b08462dbf7cc9670ba8f2e2ae9af860ceb1953"}, + {file = "alembic-1.13.2.tar.gz", hash = "sha256:1ff0ae32975f4fd96028c39ed9bb3c867fe3af956bd7bb37343b54c9fe7445ef"}, ] [package.dependencies] @@ -28,7 +28,7 @@ SQLAlchemy = ">=1.3.0" typing-extensions = ">=4" [package.extras] -tz = ["python-dateutil"] +tz = ["backports.zoneinfo"] [[package]] name = "astunparse" @@ -47,21 +47,22 @@ wheel = ">=0.23.0,<1.0" [[package]] name = "attrs" -version = "23.1.0" +version = "24.2.0" description = "Classes Without Boilerplate" optional = false python-versions = ">=3.7" files = [ - {file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"}, - {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"}, + {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"}, + {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"}, ] [package.extras] -cov = ["attrs[tests]", "coverage[toml] (>=5.3)"] -dev = ["attrs[docs,tests]", "pre-commit"] -docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"] -tests = ["attrs[tests-no-zope]", "zope-interface"] -tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"] +tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"] [[package]] name = "azure-ai-ml" @@ -110,17 +111,17 @@ files = [ [[package]] name = "azure-core" -version = "1.29.4" +version = "1.31.0" description = "Microsoft Azure Core Library for Python" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "azure-core-1.29.4.tar.gz", hash = "sha256:500b3aa9bf2e90c5ccc88bb105d056114ca0ce7d0ce73afb8bc4d714b2fc7568"}, - {file = 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"wheel-0.44.0-py3-none-any.whl", hash = "sha256:2376a90c98cc337d18623527a97c31797bd02bad0033d41547043a1cbfbe448f"}, + {file = "wheel-0.44.0.tar.gz", hash = "sha256:a29c3f2817e95ab89aa4660681ad547c0e9547f20e75b0562fe7723c9a2a9d49"}, ] [package.extras] @@ -3231,20 +3439,24 @@ files = [ [[package]] name = "zipp" -version = "3.17.0" +version = "3.20.2" description = "Backport of pathlib-compatible object wrapper for zip files" optional = false python-versions = ">=3.8" files = [ - {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"}, - {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"}, + {file = "zipp-3.20.2-py3-none-any.whl", hash = "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350"}, + {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"}, ] [package.extras] -docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"] -testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] +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", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] +type = ["pytest-mypy"] [metadata] lock-version = "2.0" python-versions = "~3.10" -content-hash = "451718ebcb3fef2100714cdc65c02c12ee82ce44b4982474df5082639e157fbe" +content-hash = "000460c1901421df0e2455e4bec7157cf999aac1f428a323dbb1b8bd9e29f302" diff --git a/train/test/pyproject.toml b/train/test/pyproject.toml index a502e87e..7a61c7da 100644 --- a/train/test/pyproject.toml +++ b/train/test/pyproject.toml @@ -3,6 +3,7 @@ name = "test" version = "0.0.0" description = "" authors = ["Guillaume Chervet "] +packages = [{ include = "*.py" }] [tool.poetry.dependencies] python = "~3.10" @@ -15,7 +16,8 @@ mldesigner = "0.1.0b15" mlflow = "2.7.1" azureml-mlflow = "1.53.0" azure-ai-ml = "1.10.1" -mlopspython-inference = {path = "./packages/mlopspython_inference-0.0.0-py3-none-any.whl"} +ml-dtypes = "0.4.1" +mlopspython_inference = {path = "../../packages/mlopspython-inference", develop = true} [tool.poetry.group.dev.dependencies] coverage = "^7.3.1" diff --git a/train/test/requirements.txt b/train/test/requirements.txt deleted file mode 100644 index bafa3392..00000000 --- a/train/test/requirements.txt +++ /dev/null @@ -1,127 +0,0 @@ -absl-py==2.0.0 ; python_version >= "3.10" and python_version < "3.11" -alembic==1.12.0 ; python_version >= "3.10" and python_version < "3.11" -astunparse==1.6.3 ; python_version >= "3.10" and python_version < "3.11" -attrs==23.1.0 ; python_version >= "3.10" and python_version < "3.11" -azure-ai-ml==1.10.1 ; python_version >= "3.10" and python_version < "3.11" -azure-common==1.1.28 ; python_version >= "3.10" and python_version < "3.11" -azure-core==1.29.4 ; python_version >= "3.10" and python_version < "3.11" -azure-identity==1.14.1 ; python_version >= "3.10" and python_version < "3.11" -azure-mgmt-core==1.4.0 ; python_version >= "3.10" and python_version < "3.11" -azure-storage-blob==12.13.0 ; python_version >= "3.10" and python_version < "3.11" -azure-storage-file-datalake==12.8.0 ; python_version >= "3.10" and python_version < "3.11" -azure-storage-file-share==12.14.2 ; python_version >= "3.10" and python_version < "3.11" -azureml-mlflow==1.53.0 ; python_version >= "3.10" and python_version < "3.11" -blinker==1.6.3 ; python_version >= "3.10" and python_version < "3.11" -cachetools==5.3.1 ; python_version >= "3.10" and python_version < "3.11" -certifi==2023.7.22 ; python_version >= "3.10" and python_version < "3.11" -cffi==1.16.0 ; python_version >= "3.10" and python_version < "3.11" -charset-normalizer==3.3.0 ; python_version >= "3.10" and python_version < "3.11" -click==8.1.7 ; python_version >= "3.10" and python_version < "3.11" -cloudpickle==2.2.1 ; python_version >= "3.10" and python_version < "3.11" -colorama==0.4.6 ; python_version >= "3.10" and python_version < "3.11" -contourpy==1.1.1 ; python_version >= "3.10" and python_version < "3.11" -cryptography==41.0.4 ; python_version >= "3.10" and python_version < "3.11" -cycler==0.12.1 ; python_version >= "3.10" and python_version < "3.11" -databricks-cli==0.18.0 ; python_version >= "3.10" and python_version < "3.11" -docker==6.1.3 ; python_version >= "3.10" and python_version < "3.11" -entrypoints==0.4 ; python_version >= "3.10" and python_version < "3.11" -flask==2.3.3 ; python_version >= "3.10" and python_version < "3.11" -flatbuffers==23.5.26 ; python_version >= "3.10" and python_version < "3.11" -fonttools==4.43.1 ; python_version >= "3.10" and python_version < "3.11" -gast==0.4.0 ; python_version >= "3.10" and python_version < "3.11" -gitdb==4.0.10 ; python_version >= "3.10" and python_version < "3.11" -gitpython==3.1.37 ; python_version >= "3.10" and python_version < "3.11" -google-api-core==2.12.0 ; python_version >= "3.10" and python_version < "3.11" -google-auth-oauthlib==1.0.0 ; python_version >= "3.10" and python_version < "3.11" -google-auth==2.23.3 ; python_version >= "3.10" and python_version < "3.11" -google-pasta==0.2.0 ; python_version >= "3.10" and python_version < "3.11" -googleapis-common-protos==1.60.0 ; python_version >= "3.10" and python_version < "3.11" -greenlet==3.0.0 ; python_version >= "3.10" and python_version < "3.11" and (platform_machine == "aarch64" or platform_machine == "ppc64le" or platform_machine == "x86_64" or platform_machine == "amd64" or platform_machine == "AMD64" or platform_machine == "win32" or platform_machine == "WIN32") -grpcio==1.59.0 ; python_version >= "3.10" and python_version < "3.11" -gunicorn==21.2.0 ; python_version >= "3.10" and python_version < "3.11" and platform_system != "Windows" -h5py==3.10.0 ; python_version >= "3.10" and python_version < "3.11" -idna==3.4 ; python_version >= "3.10" and python_version < "3.11" -importlib-metadata==6.8.0 ; python_version >= "3.10" and python_version < "3.11" -isodate==0.6.1 ; python_version >= "3.10" and python_version < "3.11" -itsdangerous==2.1.2 ; python_version >= "3.10" and python_version < "3.11" -jax==0.4.18 ; python_version >= "3.10" and python_version < "3.11" -jinja2==3.1.2 ; python_version >= "3.10" and python_version < "3.11" -joblib==1.3.2 ; python_version >= "3.10" and python_version < "3.11" -jsonpickle==3.0.2 ; python_version >= "3.10" and python_version < "3.11" -jsonschema-specifications==2023.7.1 ; python_version >= "3.10" and python_version < "3.11" -jsonschema==4.19.1 ; python_version >= "3.10" and python_version < "3.11" -keras==2.12.0 ; python_version >= "3.10" and python_version < "3.11" -kiwisolver==1.4.5 ; python_version >= "3.10" and python_version < "3.11" -libclang==16.0.6 ; python_version >= "3.10" and python_version < "3.11" -mako==1.2.4 ; python_version >= "3.10" and python_version < "3.11" -markdown==3.5 ; python_version >= "3.10" and python_version < "3.11" -markupsafe==2.1.3 ; python_version >= "3.10" and python_version < "3.11" -marshmallow==3.20.1 ; python_version >= "3.10" and python_version < "3.11" -matplotlib==3.8.0 ; python_version >= "3.10" and python_version < "3.11" -ml-dtypes==0.3.1 ; python_version >= "3.10" and python_version < "3.11" -mldesigner==0.1.0b15 ; python_version >= "3.10" and python_version < "3.11" -mlflow-skinny==2.7.1 ; python_version >= "3.10" and python_version < "3.11" -mlflow==2.7.1 ; python_version >= "3.10" and python_version < "3.11" -./packages/mlopspython_inference-0.0.0-py3-none-any.whl ; python_version >= "3.10" and python_version < "3.11" -msal-extensions==1.0.0 ; python_version >= "3.10" and python_version < "3.11" -msal==1.24.1 ; python_version >= "3.10" and python_version < "3.11" -msrest==0.7.1 ; python_version >= "3.10" and python_version < "3.11" -numpy==1.23.5 ; python_version >= "3.10" and python_version < "3.11" -oauthlib==3.2.2 ; python_version >= "3.10" and python_version < "3.11" -opencensus-context==0.1.3 ; python_version >= "3.10" and python_version < "3.11" -opencensus-ext-azure==1.1.10 ; python_version >= "3.10" and python_version < "3.11" -opencensus==0.11.3 ; python_version >= "3.10" and python_version < "3.11" -opencv-contrib-python-headless==4.8.0.76 ; python_version >= "3.10" and python_version < "3.11" -opt-einsum==3.3.0 ; python_version >= "3.10" and python_version < "3.11" -packaging==23.2 ; python_version >= "3.10" and python_version < "3.11" -pandas==2.1.1 ; python_version >= "3.10" and python_version < "3.11" -pillow==10.0.1 ; python_version >= "3.10" and python_version < "3.11" -portalocker==2.8.2 ; python_version >= "3.10" and python_version < "3.11" -protobuf==4.24.4 ; python_version >= "3.10" and python_version < "3.11" -psutil==5.9.5 ; python_version >= "3.10" and python_version < "3.11" -pyarrow==13.0.0 ; python_version >= "3.10" and python_version < "3.11" -pyasn1-modules==0.3.0 ; python_version >= "3.10" and python_version < "3.11" -pyasn1==0.5.0 ; python_version >= "3.10" and python_version < "3.11" -pycparser==2.21 ; python_version >= "3.10" and python_version < "3.11" -pydash==5.1.2 ; python_version >= "3.10" and python_version < "3.11" -pyjwt==2.8.0 ; python_version >= "3.10" and python_version < "3.11" -pyjwt[crypto]==2.8.0 ; python_version >= "3.10" and python_version < "3.11" -pyparsing==3.1.1 ; python_version >= "3.10" and python_version < "3.11" -python-dateutil==2.8.2 ; python_version >= "3.10" and python_version < "3.11" -pytz==2023.3.post1 ; python_version >= "3.10" and python_version < "3.11" -pywin32==306 ; python_version >= "3.10" and python_version < "3.11" and (sys_platform == "win32" or platform_system == "Windows") -pyyaml==6.0.1 ; python_version >= "3.10" and python_version < "3.11" -querystring-parser==1.2.4 ; python_version >= "3.10" and python_version < "3.11" -referencing==0.30.2 ; python_version >= "3.10" and python_version < "3.11" -requests-oauthlib==1.3.1 ; python_version >= "3.10" and python_version < "3.11" -requests==2.31.0 ; python_version >= "3.10" and python_version < "3.11" -rpds-py==0.10.4 ; python_version >= "3.10" and python_version < "3.11" -rsa==4.9 ; python_version >= "3.10" and python_version < "3.11" -scikit-learn==1.3.1 ; python_version >= "3.10" and python_version < "3.11" -scipy==1.11.3 ; python_version >= "3.10" and python_version < "3.11" -setuptools-scm==8.0.4 ; python_version >= "3.10" and python_version < "3.11" -setuptools==68.2.2 ; python_version >= "3.10" and python_version < "3.11" -six==1.16.0 ; python_version >= "3.10" and python_version < "3.11" -smmap==5.0.1 ; python_version >= "3.10" and python_version < "3.11" -sqlalchemy==2.0.21 ; python_version >= "3.10" and python_version < "3.11" -sqlparse==0.4.4 ; python_version >= "3.10" and python_version < "3.11" -strictyaml==1.7.3 ; python_version >= "3.10" and python_version < "3.11" -tabulate==0.9.0 ; python_version >= "3.10" and python_version < "3.11" -tensorboard-data-server==0.7.1 ; python_version >= "3.10" and python_version < "3.11" -tensorboard==2.12.3 ; python_version >= "3.10" and python_version < "3.11" -tensorflow-estimator==2.12.0 ; python_version >= "3.10" and python_version < "3.11" -tensorflow-io-gcs-filesystem==0.27.0 ; python_version >= "3.10" and python_version < "3.11" -tensorflow==2.12.0 ; python_version >= "3.10" and python_version < "3.11" -termcolor==2.3.0 ; python_version >= "3.10" and python_version < "3.11" -threadpoolctl==3.2.0 ; python_version >= "3.10" and python_version < "3.11" -tomli==2.0.1 ; python_version >= "3.10" and python_version < "3.11" -tqdm==4.66.1 ; python_version >= "3.10" and python_version < "3.11" -typing-extensions==4.8.0 ; python_version >= "3.10" and python_version < "3.11" -tzdata==2023.3 ; python_version >= "3.10" and python_version < "3.11" -urllib3==2.0.6 ; python_version >= "3.10" and python_version < "3.11" -waitress==2.1.2 ; python_version >= "3.10" and python_version < "3.11" and platform_system == "Windows" -websocket-client==1.6.4 ; python_version >= "3.10" and python_version < "3.11" -werkzeug==3.0.0 ; python_version >= "3.10" and python_version < "3.11" -wheel==0.41.2 ; python_version >= "3.10" and python_version < "3.11" -wrapt==1.14.1 ; python_version >= "3.10" and python_version < "3.11" -zipp==3.17.0 ; python_version >= "3.10" and python_version < "3.11" diff --git a/train/train/.dockerignore b/train/train/.dockerignore index 3ede3506..0efc2220 100644 --- a/train/train/.dockerignore +++ b/train/train/.dockerignore @@ -1,4 +1,2 @@ /tests -*.ipynb -*.lock -*.toml +*.ipynb \ No newline at end of file diff --git a/train/train/Dockerfile b/train/train/Dockerfile index 791d4aca..54ff9432 100644 --- a/train/train/Dockerfile +++ b/train/train/Dockerfile @@ -1,5 +1,26 @@ -FROM python:3.10.13 -COPY requirements.txt ./ -RUN pip install --upgrade pip -RUN pip install -r requirements.txt --no-cache-dir -CMD ["bash"] +FROM python:3.10.15 AS base + +FROM base AS builder + +WORKDIR /app + +ENV PATH=/root/.local/bin:$PATH \ + POETRY_VERSION=1.8.3 + +RUN pip install --user "poetry==${POETRY_VERSION}" +RUN python -m venv /venv + +COPY poetry.lock pyproject.toml ./ + +# --sync Synchronize the environment with the locked packages and the specified groups +# --no-directory Do not install any directory path dependencies; useful to install dependencies without source code +# -n Do not ask any interactive question. +RUN . /venv/bin/activate && poetry install -n --sync --no-directory --no-root && poetry run pip install setuptools + + +FROM base AS final +RUN useradd -r newuser +USER newuser +ENV PATH=/venv/bin:${PATH} + +COPY --from=builder /venv /venv \ No newline at end of file diff --git a/train/train/poetry.lock b/train/train/poetry.lock index 8bc0cf29..a77a019b 100644 --- a/train/train/poetry.lock +++ b/train/train/poetry.lock @@ -1,25 +1,25 @@ -# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "absl-py" -version = "2.0.0" +version = "2.1.0" description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py." optional = false python-versions = ">=3.7" files = [ - {file = "absl-py-2.0.0.tar.gz", hash = "sha256:d9690211c5fcfefcdd1a45470ac2b5c5acd45241c3af71eed96bc5441746c0d5"}, - {file = "absl_py-2.0.0-py3-none-any.whl", hash = "sha256:9a28abb62774ae4e8edbe2dd4c49ffcd45a6a848952a5eccc6a49f3f0fc1e2f3"}, + {file = "absl-py-2.1.0.tar.gz", hash = "sha256:7820790efbb316739cde8b4e19357243fc3608a152024288513dd968d7d959ff"}, + {file = "absl_py-2.1.0-py3-none-any.whl", hash = "sha256:526a04eadab8b4ee719ce68f204172ead1027549089702d99b9059f129ff1308"}, ] [[package]] name = "alembic" -version = "1.12.0" +version = "1.13.2" description = "A database migration tool for SQLAlchemy." optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "alembic-1.12.0-py3-none-any.whl", hash = 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optional = ["python-socks", "wsaccel"] test = ["websockets"] [[package]] name = "werkzeug" -version = "2.3.7" +version = "3.0.4" description = "The comprehensive WSGI web application library." optional = false python-versions = ">=3.8" files = [ - {file = "werkzeug-2.3.7-py3-none-any.whl", hash = "sha256:effc12dba7f3bd72e605ce49807bbe692bd729c3bb122a3b91747a6ae77df528"}, - {file = "werkzeug-2.3.7.tar.gz", hash = "sha256:2b8c0e447b4b9dbcc85dd97b6eeb4dcbaf6c8b6c3be0bd654e25553e0a2157d8"}, + {file = "werkzeug-3.0.4-py3-none-any.whl", hash = "sha256:02c9eb92b7d6c06f31a782811505d2157837cea66aaede3e217c7c27c039476c"}, + {file = "werkzeug-3.0.4.tar.gz", hash = "sha256:34f2371506b250df4d4f84bfe7b0921e4762525762bbd936614909fe25cd7306"}, ] [package.dependencies] @@ -3095,13 +3332,13 @@ watchdog = ["watchdog (>=2.3)"] [[package]] name = "wheel" -version = "0.41.2" +version = "0.44.0" description = "A built-package format for Python" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "wheel-0.41.2-py3-none-any.whl", hash = "sha256:75909db2664838d015e3d9139004ee16711748a52c8f336b52882266540215d8"}, - {file = "wheel-0.41.2.tar.gz", hash = "sha256:0c5ac5ff2afb79ac23ab82bab027a0be7b5dbcf2e54dc50efe4bf507de1f7985"}, + {file = "wheel-0.44.0-py3-none-any.whl", hash = "sha256:2376a90c98cc337d18623527a97c31797bd02bad0033d41547043a1cbfbe448f"}, + {file = "wheel-0.44.0.tar.gz", hash = "sha256:a29c3f2817e95ab89aa4660681ad547c0e9547f20e75b0562fe7723c9a2a9d49"}, ] [package.extras] @@ -3182,20 +3419,24 @@ files = [ [[package]] name = "zipp" -version = "3.17.0" +version = "3.20.2" description = "Backport of pathlib-compatible object wrapper for zip files" optional = false python-versions = ">=3.8" files = [ - {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"}, - {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"}, + {file = "zipp-3.20.2-py3-none-any.whl", hash = "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350"}, + {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"}, ] [package.extras] -docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"] -testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] +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", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] +type = ["pytest-mypy"] [metadata] lock-version = "2.0" python-versions = "~3.10" -content-hash = "ea19c23f8a8014be08ade8156a05edaa0f6a1e08f495155fcf2ede68a09b74a6" +content-hash = "f1099a3e0275593bd984f89142f7d201e942bdf81d65ed4d251008a4faccb1e1" diff --git a/train/train/pyproject.toml b/train/train/pyproject.toml index cba61419..181d2268 100644 --- a/train/train/pyproject.toml +++ b/train/train/pyproject.toml @@ -3,6 +3,7 @@ name = "train" version = "0.0.0" description = "" authors = ["Guillaume Chervet "] +packages = [{ include = "*.py" }] [tool.poetry.dependencies] python = "~3.10" @@ -15,6 +16,7 @@ mldesigner = "0.1.0b15" mlflow = "2.7.1" azureml-mlflow = "1.53.0" azure-ai-ml = "1.10.1" +ml-dtypes = "0.4.1" [tool.poetry.group.dev.dependencies] coverage = "^7.3.1" diff --git a/train/train/requirements.txt b/train/train/requirements.txt deleted file mode 100644 index d83bda28..00000000 --- a/train/train/requirements.txt +++ /dev/null @@ -1,126 +0,0 @@ -absl-py==2.0.0 ; python_version >= "3.10" and python_version < "3.11" -alembic==1.12.0 ; python_version >= "3.10" and python_version < "3.11" -astunparse==1.6.3 ; python_version >= "3.10" and python_version < "3.11" -attrs==23.1.0 ; python_version >= "3.10" and python_version < "3.11" -azure-ai-ml==1.10.1 ; python_version >= "3.10" and python_version < "3.11" -azure-common==1.1.28 ; python_version >= "3.10" and python_version < "3.11" -azure-core==1.29.4 ; python_version >= "3.10" and python_version < "3.11" -azure-identity==1.14.0 ; python_version >= "3.10" and python_version < "3.11" -azure-mgmt-core==1.4.0 ; python_version >= "3.10" and python_version < "3.11" -azure-storage-blob==12.13.0 ; python_version >= "3.10" and python_version < "3.11" -azure-storage-file-datalake==12.8.0 ; python_version >= "3.10" and python_version < "3.11" -azure-storage-file-share==12.14.1 ; python_version >= "3.10" and python_version < "3.11" -azureml-mlflow==1.53.0 ; python_version >= "3.10" and python_version < "3.11" -blinker==1.6.2 ; python_version >= "3.10" and python_version < "3.11" -cachetools==5.3.1 ; python_version >= "3.10" and python_version < "3.11" -certifi==2023.7.22 ; python_version >= "3.10" and python_version < "3.11" -cffi==1.15.1 ; python_version >= "3.10" and python_version < "3.11" -charset-normalizer==3.2.0 ; python_version >= "3.10" and python_version < "3.11" -click==8.1.7 ; python_version >= "3.10" and python_version < "3.11" -cloudpickle==2.2.1 ; python_version >= "3.10" and python_version < "3.11" -colorama==0.4.6 ; python_version >= "3.10" and python_version < "3.11" -contourpy==1.1.1 ; python_version >= "3.10" and python_version < "3.11" -cryptography==41.0.4 ; python_version >= "3.10" and python_version < "3.11" -cycler==0.11.0 ; python_version >= "3.10" and python_version < "3.11" -databricks-cli==0.17.8 ; python_version >= "3.10" and python_version < "3.11" -docker==6.1.3 ; python_version >= "3.10" and python_version < "3.11" -entrypoints==0.4 ; python_version >= "3.10" and python_version < "3.11" -flask==2.3.3 ; python_version >= "3.10" and python_version < "3.11" -flatbuffers==23.5.26 ; python_version >= "3.10" and python_version < "3.11" -fonttools==4.42.1 ; python_version >= "3.10" and python_version < "3.11" -gast==0.4.0 ; python_version >= "3.10" and python_version < "3.11" -gitdb==4.0.10 ; python_version >= "3.10" and python_version < "3.11" -gitpython==3.1.37 ; python_version >= "3.10" and python_version < "3.11" -google-api-core==2.12.0 ; python_version >= "3.10" and python_version < "3.11" -google-auth-oauthlib==1.0.0 ; python_version >= "3.10" and python_version < "3.11" -google-auth==2.23.0 ; python_version >= "3.10" and python_version < "3.11" -google-pasta==0.2.0 ; python_version >= "3.10" and python_version < "3.11" -googleapis-common-protos==1.60.0 ; python_version >= "3.10" and python_version < "3.11" -greenlet==2.0.2 ; python_version >= "3.10" and python_version < "3.11" and (platform_machine == "aarch64" or platform_machine == "ppc64le" or platform_machine == "x86_64" or platform_machine == "amd64" or platform_machine == "AMD64" or platform_machine == "win32" or platform_machine == "WIN32") -grpcio==1.58.0 ; python_version >= "3.10" and python_version < "3.11" -gunicorn==21.2.0 ; python_version >= "3.10" and python_version < "3.11" and platform_system != "Windows" -h5py==3.9.0 ; python_version >= "3.10" and python_version < "3.11" -idna==3.4 ; python_version >= "3.10" and python_version < "3.11" -importlib-metadata==6.8.0 ; python_version >= "3.10" and python_version < "3.11" -isodate==0.6.1 ; python_version >= "3.10" and python_version < "3.11" -itsdangerous==2.1.2 ; python_version >= "3.10" and python_version < "3.11" -jax==0.4.16 ; python_version >= "3.10" and python_version < "3.11" -jinja2==3.1.2 ; python_version >= "3.10" and python_version < "3.11" -joblib==1.3.2 ; python_version >= "3.10" and python_version < "3.11" -jsonpickle==3.0.2 ; python_version >= "3.10" and python_version < "3.11" -jsonschema-specifications==2023.7.1 ; python_version >= "3.10" and python_version < "3.11" -jsonschema==4.19.1 ; python_version >= "3.10" and python_version < "3.11" -keras==2.12.0 ; python_version >= "3.10" and python_version < "3.11" -kiwisolver==1.4.5 ; python_version >= "3.10" and python_version < "3.11" -libclang==16.0.6 ; python_version >= "3.10" and python_version < "3.11" -mako==1.2.4 ; python_version >= "3.10" and python_version < "3.11" -markdown==3.4.4 ; python_version >= "3.10" and python_version < "3.11" -markupsafe==2.1.3 ; python_version >= "3.10" and python_version < "3.11" -marshmallow==3.20.1 ; python_version >= "3.10" and python_version < "3.11" -matplotlib==3.8.0 ; python_version >= "3.10" and python_version < "3.11" -ml-dtypes==0.3.1 ; python_version >= "3.10" and python_version < "3.11" -mldesigner==0.1.0b15 ; python_version >= "3.10" and python_version < "3.11" -mlflow-skinny==2.7.1 ; python_version >= "3.10" and python_version < "3.11" -mlflow==2.7.1 ; python_version >= "3.10" and python_version < "3.11" -msal-extensions==1.0.0 ; python_version >= "3.10" and python_version < "3.11" -msal==1.24.0 ; python_version >= "3.10" and python_version < "3.11" -msrest==0.7.1 ; python_version >= "3.10" and python_version < "3.11" -numpy==1.23.5 ; python_version >= "3.10" and python_version < "3.11" -oauthlib==3.2.2 ; python_version >= "3.10" and python_version < "3.11" -opencensus-context==0.1.3 ; python_version >= "3.10" and python_version < "3.11" -opencensus-ext-azure==1.1.10 ; python_version >= "3.10" and python_version < "3.11" -opencensus==0.11.3 ; python_version >= "3.10" and python_version < "3.11" -opencv-contrib-python-headless==4.8.0.76 ; python_version >= "3.10" and python_version < "3.11" -opt-einsum==3.3.0 ; python_version >= "3.10" and python_version < "3.11" -packaging==23.1 ; python_version >= "3.10" and python_version < "3.11" -pandas==2.1.1 ; python_version >= "3.10" and python_version < "3.11" -pillow==10.0.1 ; python_version >= "3.10" and python_version < "3.11" -portalocker==2.8.2 ; python_version >= "3.10" and python_version < "3.11" -protobuf==4.24.3 ; python_version >= "3.10" and python_version < "3.11" -psutil==5.9.5 ; python_version >= "3.10" and python_version < "3.11" -pyarrow==13.0.0 ; python_version >= "3.10" and python_version < "3.11" -pyasn1-modules==0.3.0 ; python_version >= "3.10" and python_version < "3.11" -pyasn1==0.5.0 ; python_version >= "3.10" and python_version < "3.11" -pycparser==2.21 ; python_version >= "3.10" and python_version < "3.11" -pydash==5.1.2 ; python_version >= "3.10" and python_version < "3.11" -pyjwt==2.8.0 ; python_version >= "3.10" and python_version < "3.11" -pyjwt[crypto]==2.8.0 ; python_version >= "3.10" and python_version < "3.11" -pyparsing==3.1.1 ; python_version >= "3.10" and python_version < "3.11" -python-dateutil==2.8.2 ; python_version >= "3.10" and python_version < "3.11" -pytz==2023.3.post1 ; python_version >= "3.10" and python_version < "3.11" -pywin32==306 ; python_version >= "3.10" and python_version < "3.11" and (sys_platform == "win32" or platform_system == "Windows") -pyyaml==6.0.1 ; python_version >= "3.10" and python_version < "3.11" -querystring-parser==1.2.4 ; python_version >= "3.10" and python_version < "3.11" -referencing==0.30.2 ; python_version >= "3.10" and python_version < "3.11" -requests-oauthlib==1.3.1 ; python_version >= "3.10" and python_version < "3.11" -requests==2.31.0 ; python_version >= "3.10" and python_version < "3.11" -rpds-py==0.10.3 ; python_version >= "3.10" and python_version < "3.11" -rsa==4.9 ; python_version >= "3.10" and python_version < "3.11" -scikit-learn==1.3.1 ; python_version >= "3.10" and python_version < "3.11" -scipy==1.11.2 ; python_version >= "3.10" and python_version < "3.11" -setuptools-scm==8.0.3 ; python_version >= "3.10" and python_version < "3.11" -setuptools==68.2.2 ; python_version >= "3.10" and python_version < "3.11" -six==1.16.0 ; python_version >= "3.10" and python_version < "3.11" -smmap==5.0.1 ; python_version >= "3.10" and python_version < "3.11" -sqlalchemy==2.0.21 ; python_version >= "3.10" and python_version < "3.11" -sqlparse==0.4.4 ; python_version >= "3.10" and python_version < "3.11" -strictyaml==1.7.3 ; python_version >= "3.10" and python_version < "3.11" -tabulate==0.9.0 ; python_version >= "3.10" and python_version < "3.11" -tensorboard-data-server==0.7.1 ; python_version >= "3.10" and python_version < "3.11" -tensorboard==2.12.3 ; python_version >= "3.10" and python_version < "3.11" -tensorflow-estimator==2.12.0 ; python_version >= "3.10" and python_version < "3.11" -tensorflow-io-gcs-filesystem==0.27.0 ; python_version >= "3.10" and python_version < "3.11" -tensorflow==2.12.0 ; python_version >= "3.10" and python_version < "3.11" -termcolor==2.3.0 ; python_version >= "3.10" and python_version < "3.11" -threadpoolctl==3.2.0 ; python_version >= "3.10" and python_version < "3.11" -tomli==2.0.1 ; python_version >= "3.10" and python_version < "3.11" -tqdm==4.66.1 ; python_version >= "3.10" and python_version < "3.11" -typing-extensions==4.8.0 ; python_version >= "3.10" and python_version < "3.11" -tzdata==2023.3 ; python_version >= "3.10" and python_version < "3.11" -urllib3==1.26.16 ; python_version >= "3.10" and python_version < "3.11" -waitress==2.1.2 ; python_version >= "3.10" and python_version < "3.11" and platform_system == "Windows" -websocket-client==1.6.3 ; python_version >= "3.10" and python_version < "3.11" -werkzeug==2.3.7 ; python_version >= "3.10" and python_version < "3.11" -wheel==0.41.2 ; python_version >= "3.10" and python_version < "3.11" -wrapt==1.14.1 ; python_version >= "3.10" and python_version < "3.11" -zipp==3.17.0 ; python_version >= "3.10" and python_version < "3.11" diff --git a/workshop.md b/workshop.md index 66d11aef..85b8b9d7 100644 --- a/workshop.md +++ b/workshop.md @@ -99,7 +99,6 @@ env: AZURE_RESOURCE_GROUP_NAME: "azure-ml-" AZURE_ML_WORKSPACE_NAME: "cats-dogs-" AZURE_WEBAPP_NAME: "cats-dogs-" - DOCKER_IMAGE_NAME: "robertcarry/mlopspython-" ````