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OpenMetadata/ingestion/tests/integration/source/mlflow/README.md
Pere Miquel Brull 48ebcffbd0
[issue-1976] - Ingestion SonarCloud (#2085) 
* Update path

* Prepare sonar properties

* Prepare coverage recipes

* Add coverage

* Simplify pytest

* Organise integration tests

* Update path

* Use setup instead of reqs

* Update recipes

* Fix PR event to target

* Update event_name

* Prepare sonar

* Run tests & sonar

* Use sonarcloud host

* Fix compose

* Use ingestion token
2022-01-07 10:28:38 +01:00

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MlFlow Integration Test

We have prepared a small test to check the MlFlow ingestion.

We have used a decoupled architecture for MlFlow with:

  • mlflow running in a remote server
  • minio as the artifact store
  • mysql as the registry

To run this test:

  • cd into this directory
  • make build
  • pip install mlflow-skinny sklearn. We use the skinny one for the client.
  • python experiment.py should show new experiments in http://localhost:5000
  • python train.py will register a new model
  • metadata ingest -c examples/workflows/mlflow.json will run the workflow.