def delete_pipeline(id): # noqa: E501
"""delete_pipeline
:param id:
:type id: str
:rtype: None
"""
if KFP_HOST == "UNAVAILABLE":
# TODO delete pipeline_versions first
delete_data(ApiPipeline, id)
if id == "*":
delete_objects(bucket_name="mlpipeline", prefix=f"pipelines/")
else:
delete_object(bucket_name="mlpipeline", prefix="pipelines", file_name=f"{id}")
else:
# wildcard '*' deletes (and recreates) entire table, not desired for pipelines table, KFP API does not accept "*"
if id != "*":
delete_kfp_pipeline(id)
delete_data(ApiPipelineExtension, id)
# wildcard '*' deletes (and recreates) entire table, forced schema migration for pipeline_extensions table
if id == "*":
delete_data(ApiPipelineExtended, id)
return None, 200
def delete_component(id): # noqa: E501
"""delete_component
:param id:
:type id: str
:rtype: None
"""
delete_data(ApiComponent, id)
delete_objects(bucket_name="mlpipeline", prefix=f"components/{id}/")
return f"Component {id} was deleted", 200
def delete_notebook(id): # noqa: E501
"""delete_notebook
:param id:
:type id: str
:rtype: None
"""
delete_data(ApiNotebook, id)
delete_objects(bucket_name="mlpipeline", prefix=f"notebooks/{id}/")
return f"Notebook {id} was deleted", 200
def delete_dataset(id): # noqa: E501
"""delete_dataset
:param id:
:type id: str
:rtype: None
"""
delete_data(ApiDataset, id)
delete_objects(bucket_name="mlpipeline", prefix=f"datasets/{id}/")
return f"Dataset {id} was deleted", 200
def delete_model(id): # noqa: E501
"""delete_model
:param id:
:type id: str
:rtype: None
"""
delete_data(ApiModel, id)
delete_objects(bucket_name="mlpipeline", prefix=f"models/{id}/")
return f"Model {id} was deleted", 200