Add Discourse at https://community.ultralytics.com (#758) #1328
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| # Ultralytics HUB Continuous Integration (CI) GitHub Actions tests | |
| name: HUB CI | |
| on: | |
| push: | |
| branches: [main] | |
| pull_request: | |
| branches: [main] | |
| workflow_dispatch: | |
| schedule: | |
| - cron: "0 2 * * *" # runs every 24 hours, starting at 02:00 UTC | |
| jobs: | |
| Tests: | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| os: [ubuntu-latest] | |
| python-version: ["3.11"] | |
| timeout-minutes: 60 | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| cache: "pip" # caching pip dependencies | |
| - name: Install requirements | |
| run: | | |
| python -m pip install --upgrade pip wheel | |
| pip install ultralytics --extra-index-url https://download.pytorch.org/whl/cpu | |
| - name: Check environment | |
| run: | | |
| yolo checks | |
| pip list | |
| - name: Test HUB training | |
| continue-on-error: false | |
| shell: python | |
| env: | |
| API_KEY: ${{ secrets.ULTRALYTICS_HUB_API_KEY }} | |
| MODEL_ID: ${{ secrets.ULTRALYTICS_HUB_MODEL_ID }} | |
| run: | | |
| import os | |
| from ultralytics import YOLO, hub | |
| api_key, model_id = os.environ['API_KEY'], os.environ['MODEL_ID'] | |
| hub.login(api_key) | |
| hub.reset_model(model_id) | |
| model = YOLO('https://hub.ultralytics.com/models/' + model_id) | |
| model.train() | |
| - name: Test HUB inference API | |
| shell: python | |
| env: | |
| API_KEY: ${{ secrets.ULTRALYTICS_HUB_API_KEY }} | |
| MODEL_ID: ${{ secrets.ULTRALYTICS_HUB_MODEL_ID }} | |
| run: | | |
| import os | |
| import requests | |
| import json | |
| from io import BytesIO | |
| api_key, model_id = os.environ['API_KEY'], os.environ['MODEL_ID'] | |
| url = f"https://api.ultralytics.com/v1/predict/{model_id}" | |
| headers = {"x-api-key": api_key} | |
| data = {"size": 320, "confidence": 0.25, "iou": 0.45} | |
| f = BytesIO(requests.get("https://github.com/ultralytics/yolov5/releases/download/v1.0/zidane.jpg").content) | |
| response = requests.post(url, headers=headers, data=data, files={"image": f}) | |
| response.raise_for_status() # ensure we got a successful response | |
| print(json.dumps(response.json(), indent=2)) | |
| - name: Test HUB export | |
| if: github.event_name == 'schedule' || github.event_name == 'workflow_dispatch' | |
| shell: python | |
| env: | |
| API_KEY: ${{ secrets.ULTRALYTICS_HUB_API_KEY }} | |
| MODEL_ID: ${{ secrets.ULTRALYTICS_HUB_MODEL_ID }} | |
| run: | | |
| import os | |
| import time | |
| from ultralytics import YOLO, checks, hub | |
| checks() | |
| api_key, model_id = os.environ['API_KEY'], os.environ['MODEL_ID'] | |
| hub.login(api_key) | |
| success = [] | |
| for f in ('torchscript', 'onnx', 'openvino', 'coreml', 'saved_model', 'pb', 'tflite', 'edgetpu', 'tfjs', | |
| 'paddle', 'ultralytics_tflite', 'ultralytics_coreml', 'ncnn'): | |
| backoff_times = [60, 120, 240, 480] # exponential backoff waits in seconds | |
| for wait_time in backoff_times: | |
| try: | |
| print(f'Starting {f} export... ', end='') | |
| hub.export_model(model_id, format=f) | |
| time.sleep(wait_time) # wait for export to complete | |
| success.append(hub.get_export(model_id, format=f)['success']) | |
| print('done ✅' if success[-1] else 'Error ❌') | |
| break # exit the loop if no exception is raised | |
| except Exception as e: | |
| if wait_time == backoff_times[-1]: # if it's the last backoff time | |
| success.append(False) | |
| print(f'Error ❌ {f} export {e}') | |
| else: | |
| print(f'Retrying {f} export in {wait_time // 60} minutes due to error: {e}') | |
| time.sleep(wait_time) | |
| assert all(success) | |
| - name: Notify on failure | |
| if: (cancelled() || failure()) && github.repository == 'ultralytics/hub' && (github.event_name == 'schedule' || github.event_name == 'push') | |
| uses: slackapi/slack-github-action@v1.26.0 | |
| with: | |
| payload: | | |
| {"text": "<!channel> GitHub Actions error for ${{ github.workflow }} ❌\n\n\n*Repository:* https://github.com/${{ github.repository }}\n*Action:* https://github.com/${{ github.repository }}/actions/runs/${{ github.run_id }}\n*Author:* ${{ github.actor }}\n*Event:* ${{ github.event_name }}\n"} | |
| env: | |
| SLACK_WEBHOOK_URL: ${{ secrets.SLACK_WEBHOOK_URL_HUBWEB }} |