Spaces:
Runtime error
Runtime error
File size: 4,871 Bytes
9e7b284 2b5c395 4f7a99d 9e7b284 4f7a99d 9e7b284 1bcc0f7 9e7b284 1bcc0f7 9e7b284 1bcc0f7 9e7b284 1bcc0f7 9e7b284 1bcc0f7 9e7b284 1bcc0f7 9e7b284 1bcc0f7 9e7b284 3b72aa1 1bcc0f7 9e7b284 1bcc0f7 9e7b284 1bcc0f7 9e7b284 1bcc0f7 9e7b284 1bcc0f7 9e7b284 1bcc0f7 9e7b284 1bcc0f7 9e7b284 1bcc0f7 9e7b284 1bcc0f7 9e7b284 1bcc0f7 9e7b284 1bcc0f7 9e7b284 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 |
name: CI Pipeline
on:
push:
branches:
- master
# - feat/pytorch-catdog-setup
pull_request:
branches:
- main
workflow_dispatch:
jobs:
python_basic_test:
name: Test current codebase and setup Python environment
runs-on: self-hosted
strategy:
matrix:
python-version: [3.10.15]
env:
AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
AWS_REGION: ${{ secrets.AWS_REGION }}
steps:
- name: Configure AWS credentials
uses: aws-actions/configure-aws-credentials@v4
with:
aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
aws-region: ${{ secrets.AWS_REGION }}
- name: Print branch name
run: echo "Branch name is ${{ github.ref_name }}"
- name: Checkout code
uses: actions/checkout@v3
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- name: Install Poetry
run: |
python -m pip install --upgrade pip
pip install poetry
poetry config virtualenvs.in-project true
- name: Cache Poetry dependencies
uses: actions/cache@v3
with:
path: |
.venv
~/.cache/pypoetry
key: ${{ runner.os }}-poetry-${{ hashFiles('poetry.lock') }}
restore-keys: |
${{ runner.os }}-poetry-
- name: Install dependencies
run: poetry install --no-root --no-interaction
- name: Check Poetry environment
run: poetry env info
- name: Create .env file
run: |
echo "AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID}" >> .env
echo "AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY}" >> .env
echo "AWS_REGION=${AWS_REGION}" >> .env
echo ".env file created"
- name: Run lint checks
run: poetry run flake8 . --exclude=.venv,tests,notebooks
- name: black
run: poetry run black . --exclude="(\.venv|tests|notebooks)"
pytorch_code_test:
name: Test PyTorch code
runs-on: self-hosted
env:
AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
AWS_REGION: ${{ secrets.AWS_REGION }}
needs: python_basic_test
strategy:
matrix:
python-version: [3.10.15]
steps:
- name: Configure AWS credentials
uses: aws-actions/configure-aws-credentials@v4
with:
aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
aws-region: ${{ secrets.AWS_REGION }}
- name: Checkout code
uses: actions/checkout@v3
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- name: Install Poetry
run: |
python -m pip install --upgrade pip
pip install poetry
poetry config virtualenvs.in-project true
- name: Cache Poetry dependencies
uses: actions/cache@v3
with:
path: |
.venv
~/.cache/pypoetry
key: ${{ runner.os }}-poetry-${{ hashFiles('poetry.lock') }}
restore-keys: |
${{ runner.os }}-poetry-
- name: Install dependencies
run: poetry install --no-root --no-interaction
- name: Check Poetry environment
run: poetry env info
- name: Get data from DVC
run: |
poetry run dvc pull || echo "No data to pull from DVC"
- name: Run Train code
run: |
echo "Training the model"
poetry run python -m src.train_optuna_callbacks experiment=catdog_experiment ++task_name=train ++train=True ++test=False || exit 1
poetry run python -m src.create_artifacts
- name: Run Test code
run: |
echo "Testing the model"
poetry run python -m src.train_optuna_callbacks experiment=catdog_experiment ++task_name=test ++train=False ++test=True || exit 1
- name: upload model checkpoints
uses: actions/upload-artifact@v4
with:
name: model-checkpoints
path: ./checkpoints/
- name: upload logs
uses: actions/upload-artifact@v4
with:
name: logs
path: ./logs/
- name: upload configs
uses: actions/upload-artifact@v4
with:
name: configs
path: ./configs/
- name: upload artifacts
uses: actions/upload-artifact@v4
with:
name: artifacts
path: ./artifacts/
|