ci: add backend unit tests to Tests workflow#339
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shivv23 wants to merge 11 commits intoc2siorg:mainfrom
Open
ci: add backend unit tests to Tests workflow#339shivv23 wants to merge 11 commits intoc2siorg:mainfrom
shivv23 wants to merge 11 commits intoc2siorg:mainfrom
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Supported augmentation techniques:
- flip_horizontal: Mirror along vertical axis
- flip_vertical: Mirror along horizontal axis
- rotate_90: Rotate by 90 degrees
- brightness: Adjust brightness by 20%
- zoom: Zoom to 90% and resize
- gaussian_noise: Add Gaussian noise
- random_crop: Crop to 85% and resize
Endpoint: POST /data/augment/image/{file_id}
Export trained Keras models to:
- SavedModel (TensorFlow native)
- TFLite (mobile/edge optimized)
- ONNX (cross-framework)
Endpoint: GET /model/export/{model_name}?format=savedmodel|tflite|onnx
…re importance
For classification models:
- Confusion matrix generation
- Per-class metrics (precision, recall, F1-score)
For regression models:
- Feature importance via permutation importance
Endpoint: GET /model/interpret/{model_name}?file_id=&project_id=
Compare metrics across multiple training runs: - Chronological view of runs with loss, accuracy, epochs - Automatic best run identification (lowest loss) - Pagination support with configurable limit Endpoint: GET /model/compare?project_id=&limit=
Grid search over:
- Learning rate (0.001, 0.01)
- Batch size (16, 32)
- Epochs (5, 10)
Returns top 5 configurations sorted by loss with best config highlighted.
Also includes run comparison for tracking training history.
Endpoints:
- GET /model/tune/{model_name}
- GET /model/compare
PR ReviewRebaseYour branch is 32 commit(s) behind Merge commits detected — please use rebase instead of merge: SquashYour PR has 11 commits. Please squash into a single commit. How to fixgit fetch origin
git rebase -i origin/main # mark all but first commit as "squash"
git push --force-with-leaseThis comment updates automatically on each push. |
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Hey @ivantha, apologies again for the earlier confusion with polluted commits. This PR now has the cleanest possible state — only 1 new file (integration-tests.yml) added. The 11 commits visible in the history are from main's merge chain, not file changes. The actual diff is just +56 lines in 1 new file. All 162 backend tests pass. Happy to address any review feedback here! |
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Summary
The CI pipeline had no backend unit test coverage — the 162 tests in
tensormap-backend/tests/were never run on PRs. This PR adds aTestsworkflow with two parallel jobs:backend-unit-tests: runspytest tests/ -v --tb=shortintegration-tests: runspytest ../tests/integration/ -v --tb=shortChanges
.github/workflows/integration-tests.ymlfilepull_request_targetfor proper fork supportmainValidation
Files Changed
.github/workflows/integration-tests.yml