purl

{
  "$schema": "https://packageurl.org/schemas/purl-type-definition.schema-1.0.json",
  "$id": "https://packageurl.org/types/mlflow-definition.json",
  "type": "mlflow",
  "type_name": "MLflow",
  "description": "MLflow ML models (Azure ML, Databricks, etc.)",
  "repository": {
    "use_repository": true,
    "note": "The repository is the MLflow tracking URI. There is no default. Some examples include Azure ML https://<region>.api.azureml.ms/mlflow/v1.0/subscriptions/<subscription-id>/resourceGroups/<resource-group-name>/providers/Microsoft.MachineLearningServices/workspaces/<workspace-name> and Azure Databricks https://adb-<numbers>.<number>.azuredatabricks.net/api/2.0/mlflow and AWS Databricks https://dbc-<alphanumeric>-<alphanumeric>.cloud.databricks.com/api/2.0/mlflow and GCP Databricks https://<numbers>.<number>.gcp.databricks.com/api/2.0/mlflow"
  },
  "namespace_definition": {
    "requirement": "prohibited",
    "note": "there is no namespace"
  },
  "name_definition": {
    "requirement": "required",
    "note": "The name is the model name. Case sensitivity depends on the server implementation, such as for Azure ML, it is case sensitive and must be kept as-is in the package URL; and for Databricks, it is case insensitive and must be lowercased in the package URL."
  },
  "version_definition": {
    "requirement": "optional",
    "native_name": "version",
    "note": "The version is the model version."
  },
  "qualifiers_definition": [
    {
      "key": "model_uuid",
      "native_name": "model_uuid",
      "description": "model_uuid as defined in the MLflow documentation."
    },
    {
      "key": "run_id",
      "native_name": "run_id",
      "description": "run_id as defined in the MLflow documentation."
    }
  ],
  "examples": [
    "pkg:mlflow/creditfraud@3?repository_url=https://westus2.api.azureml.ms/mlflow/v1.0/subscriptions/a50f2011-fab8-4164-af23-c62881ef8c95/resourceGroups/TestResourceGroup/providers/Microsoft.MachineLearningServices/workspaces/TestWorkspace",
    "pkg:mlflow/trafficsigns@10?model_uuid=36233173b22f4c89b451f1228d700d49&run_id=410a3121-2709-4f88-98dd-dba0ef056b0a&repository_url=https://adb-5245952564735461.0.azuredatabricks.net/api/2.0/mlflow"
  ]
}