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10 lines
1.9 KiB
Markdown
### Concept Mapping
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This ingestion source maps the following MLflow Concepts to DataHub Concepts:
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| Source Concept | DataHub Concept | Notes |
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|:---------------------------------------------------------------------------------:|:-------------------------------------------------------------------------------------------:|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
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| [`Registered Model`](https://mlflow.org/docs/latest/model-registry.html#concepts) | [`MlModelGroup`](https://datahubproject.io/docs/generated/metamodel/entities/mlmodelgroup/) | The name of a Model Group is the same as a Registered Model's name (e.g. my_mlflow_model) |
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| [`Model Version`](https://mlflow.org/docs/latest/model-registry.html#concepts) | [`MlModel`](https://datahubproject.io/docs/generated/metamodel/entities/mlmodel/) | The name of a Model is `{registered_model_name}{model_name_separator}{model_version}` (e.g. my_mlflow_model_1 for Registered Model named my_mlflow_model and Version 1, my_mlflow_model_2, etc.) |
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| [`Model Stage`](https://mlflow.org/docs/latest/model-registry.html#concepts) | [`Tag`](https://datahubproject.io/docs/generated/metamodel/entities/tag/) | The mapping between Model Stages and generated Tags is the following:<br/>- Production: mlflow_production<br/>- Staging: mlflow_staging<br/>- Archived: mlflow_archived<br/>- None: mlflow_none |
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