actions-marketplace-validations/MLflow Tracking
Get Runs From MLflow Tracking remote server
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Inputs
| name | description | required | default |
|---|---|---|---|
| MLFLOW_TRACKING_URI | The tracking URI of your MLflow remote server, including username and password. Example "http://ec2-1-2-345-678.eu-west-2.compute.amazonaws.com". | yes | — |
| MLFLOW_TRACKING_USERNAME | Username for MLflow server authentication. | no | — |
| MLFLOW_TRACKING_PASSWORD | Password for MLflow server authentication. | no | — |
| EXPERIMENT_ID | The MLflow experiment_id against which relevant runs were executed. | yes | — |
| BASELINE_RUN_QUERY | Baseline run query string for using in `mlflow.search_runs` `filter_string` param. | yes | — |
| CANDIDATE_RUN_QUERY | Candidate run query string for using in `mlflow.search_runs` `filter_string` param. | — | — |
| DEBUG | Setting this variable to any value will turn debug mode on. | — | "" |
Outputs
| name | description |
|---|---|
| BOOL_COMPLETE | True if both runs were fetched successfully. |
| EXPERIMENT_ID | Queried MLflow experiment_id. |
| BASELINE_RUNID | MLflow Run ID of baseline run. |
| BASELINE_TRAIN_ACCURACY | Training accuracy of baseline run. |
| BASELINE_TEST_ACCURACY | Training accuracy of baseline run. |
| BASELINE_ARTIFACT_URI | Artifact URI for baseline run. |
| CANDIDATE_RUNID | MLflow Run ID of candidate run. |
| CANDIDATE_TRAIN_ACCURACY | Training accuracy of baseline run. |
| CANDIDATE_TEST_ACCURACY | Training accuracy of baseline run. |
| CANDIDATE_ARTIFACT_URI | Artifact URI for baseline run. |