-
Notifications
You must be signed in to change notification settings - Fork 60
145 lines (143 loc) · 7.03 KB
/
test-examples.yml
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
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/model-evaluation/gradio/notebooks/Gradio_and_Comet.ipynb
- integrations/model-evaluation/gradio/notebooks/Logging_Model_Inferences_with_Comet_and_Gradio.ipynb
- integrations/model-optimization/ray-tune/notebooks/Comet_and_Ray.ipynb
- integrations/model-training/hugging_face/notebooks/Comet_with_Hugging_Face_Trainer.ipynb
- integrations/model-training/keras/notebooks/Comet_with_Keras.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_keras.ipynb
- integrations/model-training/tensorflow/notebooks/Comet_and_Tensorflow.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/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-training/hugging_face/transformers-distilbert-fine-tuning/transformers-distilbert-fine-tuning.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-tensorboard/pytorch-tensorboard-example.py", arg: ""}
- {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/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