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test-examples.yml
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name: test-examples
on:
pull_request:
branches:
- master
workflow_dispatch:
jobs:
test-notebooks:
runs-on: ${{ matrix.os }}
strategy:
fail-fast: false
matrix:
os: [ ubuntu-latest]
python-version: ["3.10"]
notebooks:
- guides/computer_vision/Computer_Vision_with_Comet.ipynb
- guides/get-started/Comet_Quickstart.ipynb
- guides/manage_data/A_Guide_to_Remote_Artifacts.ipynb
- guides/manage_data/Introduction_to_Artifacts.ipynb
- integrations/llm/comet-llm/notebooks/CometLLM_hello_world.ipynb
- integrations/model-evaluation/gradio/notebooks/Gradio_and_Comet.ipynb
- integrations/model-evaluation/gradio/notebooks/Logging_Model_Inferences_with_Comet_and_Gradio.ipynb
- integrations/model-optimization/optuna/notebooks/Comet_with_optuna.ipynb
- integrations/model-optimization/ray-tune/notebooks/Comet_and_Ray.ipynb
- integrations/model-training/composer/notebooks/comet_composer.ipynb
- integrations/model-training/fastai/notebooks/fastai_hello_world.ipynb
- integrations/model-training/keras/notebooks/Comet_with_Keras.ipynb
- integrations/model-training/lightgbm/notebooks/Comet_and_LightGBM.ipynb
- integrations/model-training/prophet/notebooks/Comet_and_Prophet.ipynb
- integrations/model-training/pycaret/notebooks/comet_pycaret.ipynb
- integrations/model-training/pytorch-lightning/notebooks/Comet_and_Pytorch_Lightning.ipynb
- integrations/model-training/pytorch/notebooks/Comet_and_Pytorch.ipynb
- integrations/model-training/pytorch/notebooks/Comet_Pytorch_Tensorboard.ipynb
- integrations/model-training/pytorch/notebooks/Comet_Pytorch_TensorboardX.ipynb
- integrations/model-training/pytorch/notebooks/Histogram_Logging_Pytorch.ipynb
- integrations/model-training/ray-train/notebooks/Comet_with_ray_train_huggingface_transformers.ipynb
- integrations/model-training/ray-train/notebooks/Comet_with_ray_train_keras.ipynb
- integrations/model-training/ray-train/notebooks/Comet_with_ray_train_pytorch_lightning.ipynb
- integrations/model-training/ray-train/notebooks/Comet_with_ray_train_xgboost.ipynb
- integrations/model-training/tensorflow/notebooks/Comet_and_Tensorflow.ipynb
- integrations/model-training/transformers/notebooks/Comet_with_Hugging_Face_Trainer.ipynb
- integrations/model-training/yolov5/notebooks/Comet_and_YOLOv5.ipynb
- integrations/model-training/yolov8/notebooks/YOLOv8_and_Comet.ipynb
- integrations/reinforcement-learning/gymnasium/notebooks/comet_gymnasium_example.ipynb
- integrations/reinforcement-learning/rllib/notebooks/Comet_and_RLLib.ipynb
- integrations/workflow-orchestration/metaflow/notebooks/metaflow_hello_world.ipynb
env:
NOTEBOOK_TO_TEST: ${{ matrix.notebooks }}
steps:
- uses: actions/checkout@v3
- uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- name: Get pip cache dir
id: pip-cache
run: |
echo "::set-output name=dir::$(pip cache dir)"
- name: pip cache
uses: actions/cache@v3
with:
path: ${{ steps.pip-cache.outputs.dir }}
key: ${{ matrix.os }}-${{ matrix.python-version }}-pip
restore-keys: |
${{ matrix.os }}-${{ matrix.python-version }}-pip
- name: Install dependencies
run: |
python -m pip install --upgrade pip
python -m pip install -U ipython nbconvert
- name: Debug installed dependencies
run: |
python -m pip list
- name: Prepare env variables
run: |
directory=$(dirname -- "${NOTEBOOK_TO_TEST}")
notebook=$(basename -- "${NOTEBOOK_TO_TEST}")
echo "TEST_DIRECTORY=${directory}" >> "$GITHUB_ENV"
echo "TEST_NOTEBOOK=${notebook}" >> "$GITHUB_ENV"
- name: debugging
if: runner.debug == '1'
run: |
echo "COMET_LOGGING_FILE_LEVEL=debug" >> "$GITHUB_ENV"
log_dir="${{runner.temp}}/notebook/logs"
echo "COMET_LOG_DIR=${log_dir}" >> "$GITHUB_ENV"
echo "COMET_LOGGING_FILE=${log_dir}/log-{pid}.log" >> "$GITHUB_ENV"
- name: Test notebook
run: |
cd "$TEST_DIRECTORY" || exit
python -X faulthandler $(which ipython) "$TEST_NOTEBOOK"
env:
COMET_API_KEY: ${{ secrets.COMET_API_KEY }}
COMET_INTERNAL_SENTRY_DSN: ${{ secrets.COMET_INTERNAL_SENTRY_DSN }}
COMET_WORKSPACE: cometexamples-tests
- name: debugging-save-logs
uses: actions/upload-artifact@v3
if: runner.debug == '1' && failure()
with:
name: debug-logs
path: ${{ env.COMET_LOG_DIR }}
test-scripts:
runs-on: ${{ matrix.os }}
strategy:
fail-fast: false
matrix:
os: [ubuntu-latest]
python-version: ["3.10"]
example:
- {script: "integrations/model-evaluation/shap/shap-hello-world/shap-hello-world.py", arg: ""}
- {script: "integrations/model-optimization/optuna/optuna-hello-world/optuna-hello-world.py", arg: ""}
- {script: "integrations/model-training/composer/mosaicml-getting-started/mosaicml-getting-started.py", arg: ""}
- {script: "integrations/model-training/fastai/fastai-hello-world/fastai_hello_world.py", arg: ""}
- {script: "integrations/model-training/keras/keras-mnist-dnn/keras-mnist-dnn.py", arg: ""}
- {script: "integrations/model-training/mlflow/mlflow-hello-world/mlflow-hello-world.py", arg: "run"}
- {script: "integrations/model-training/pytorch-lightning/pytorch-lightning-optimizer/pytorch-lightning-optimizer.py", arg: ""}
- {script: "integrations/model-training/pytorch/pytorch-mnist/pytorch-mnist-example.py", arg: ""}
- {script: "integrations/model-training/pytorch/pytorch-rich-logging/pytorch-rich-logging-example.py", arg: ""}
- {script: "integrations/model-training/pytorch/pytorch-rich-logging/pytorch-rich-logging-example.py", arg: ""}
- {script: "integrations/model-training/pytorch/pytorch-tensorboard/pytorch-tensorboard-example.py", arg: ""}
- {script: "integrations/model-training/ray-train/ray-train-hello-world-transformers/Comet_with_ray_train_huggingface_transformers.py", arg: "run"}
- {script: "integrations/model-training/scikit-learn/sklearn-classification-example/comet-scikit-classification-example.py", arg: "run"}
- {script: "integrations/model-training/scikit-learn/sklearn-nlp-example/comet-scikit-nlp-example.py", args: ""}
- {script: "integrations/model-training/transformers/transformers-distilbert-fine-tuning/transformers-distilbert-fine-tuning.py", arg: ""}
- {script: "integrations/model-training/transformers/transformers-google-bert-fine-tuning/transformers-google-bert-fine-tuning.py", arg: ""}
- {script: "integrations/model-training/xgboost/xgboost-california/xgboost-california.py", arg: ""}
- {script: "integrations/workflow-orchestration/metaflow/metaflow-hello-world/helloworld.py", arg: "run"}
- {script: "integrations/workflow-orchestration/metaflow/metaflow-model-evaluation/metaflow-model-evaluation.py", arg: "run --max-workers 1 --n_samples 100"}
- {script: "integrations/workflow-orchestration/metaflow/metaflow-regression/metaflow-regression-example.py", arg: "run"}
env:
SCRIPT_TO_TEST: ${{ matrix.example.script }}
steps:
- uses: actions/checkout@v3
- uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- name: Get pip cache dir
id: pip-cache
run: |
echo "::set-output name=dir::$(pip cache dir)"
- name: pip cache
uses: actions/cache@v3
with:
path: ${{ steps.pip-cache.outputs.dir }}
key: ${{ matrix.os }}-${{ matrix.python-version }}-pip
restore-keys: |
${{ matrix.os }}-${{ matrix.python-version }}-pip
- name: Install dependencies
run: |
python -m pip install --upgrade pip
directory=$(dirname -- "${SCRIPT_TO_TEST}")
pip install -r "${directory}"/requirements.txt
- name: Test examples
run: |
directory=$(dirname -- "${SCRIPT_TO_TEST}")
script=$(basename -- "${SCRIPT_TO_TEST}")
cd "$directory" || exit
python "$script" ${{ matrix.example.arg }}
env:
COMET_API_KEY: ${{ secrets.COMET_API_KEY }}
COMET_INTERNAL_SENTRY_DSN: ${{ secrets.COMET_INTERNAL_SENTRY_DSN }}
COMET_WORKSPACE: cometexamples-tests