Updating model artifacts

If you need to update a model artifact already uploaded in Fiddler, you can use the client.update_model_artifact function. This allows you to replace a surrogate model or your own uploaded model.

Once you have prepared the model artifacts directory, you can update your model using client.update_model_artifact

PROJECT_ID = 'example_project'
MODEL_ID = 'example_model'
MODEL_ARTIFACTS_DIR = Path('model/')

client.update_model_artifact(
    artifact_dir=MODEL_ARTIFACTS_DIR,
    project_id=PROJECT_ID,
    model_id=MODEL_ID
)