def _print_pipeline_versions(versions: List[kfp_server_api.ApiPipelineVersion],
output_format: OutputFormat):
headers = ["Version ID", "Version name", "Uploaded at", "Pipeline ID"]
data = [[
version.id, version.name,
version.created_at.isoformat(),
next(rr for rr in version.resource_references
if rr.key.type == kfp_server_api.ApiResourceType.PIPELINE).key.id
] for version in versions]
print_output(data, headers, output_format, table_format="grid")
def _print_runs(runs: List[kfp_server_api.ApiRun],
output_format: OutputFormat):
headers = ['run id', 'name', 'status', 'created at', 'experiment id']
data = [[
run.id, run.name, run.status,
run.created_at.isoformat(),
next(
rr for rr in run.resource_references
if rr.key.type == kfp_server_api.ApiResourceType.EXPERIMENT).key.id
] for run in runs]
print_output(data, headers, output_format, table_format='grid')
def _display_pipeline(pipeline: kfp_server_api.ApiPipeline,
output_format: OutputFormat):
# Pipeline information
table = [["Pipeline ID", pipeline.id], ["Name", pipeline.name],
["Description", pipeline.description],
["Uploaded at", pipeline.created_at.isoformat()],
["Version ID", pipeline.default_version.id]]
# Pipeline parameter details
headers = ["Parameter Name", "Default Value"]
data = []
if pipeline.parameters is not None:
data = [[param.name, param.value] for param in pipeline.parameters]
if output_format == OutputFormat.table.name:
print_output([], ["Pipeline Details"], output_format)
print_output(table, [], output_format, table_format="plain")
print_output(data, headers, output_format, table_format="grid")
elif output_format == OutputFormat.json.name:
output = dict()
output["Pipeline Details"] = dict(table)
params = []
for item in data:
params.append(dict(zip(headers, item)))
output["Pipeline Parameters"] = params
print_output(output, [], output_format)
def _display_recurring_run(recurring_run: kfp_server_api.ApiJob,
output_format: OutputFormat):
table = [
["Recurring Run ID", recurring_run.id],
["Name", recurring_run.name],
]
if output_format == OutputFormat.table.name:
print_output([], ["Recurring Run Details"], output_format)
print_output(table, [], output_format, table_format="plain")
elif output_format == OutputFormat.json.name:
print_output(dict(table), [], output_format)
def _display_experiment(exp: kfp_server_api.ApiExperiment,
output_format: OutputFormat):
table = [
["ID", exp.id],
["Name", exp.name],
["Description", exp.description],
["Created at", exp.created_at.isoformat()],
]
if output_format == OutputFormat.table.name:
print_output([], ["Experiment Details"], output_format)
print_output(table, [], output_format, table_format="plain")
elif output_format == OutputFormat.json.name:
print_output(dict(table), [], output_format)
def _display_pipeline_version(version: kfp_server_api.ApiPipelineVersion,
output_format: OutputFormat):
pipeline_id = next(
rr for rr in version.resource_references
if rr.key.type == kfp_server_api.ApiResourceType.PIPELINE).key.id
table = [["Pipeline ID", pipeline_id], ["Version name", version.name],
["Uploaded at", version.created_at.isoformat()],
["Version ID", version.id]]
if output_format == OutputFormat.table.name:
print_output([], ["Pipeline Version Details"], output_format)
print_output(table, [], output_format, table_format="plain")
elif output_format == OutputFormat.json.name:
print_output(dict(table), [], output_format)
def _print_pipelines(pipelines: List[kfp_server_api.ApiPipeline],
output_format: OutputFormat):
headers = ["Pipeline ID", "Name", "Uploaded at"]
data = [[pipeline.id, pipeline.name,
pipeline.created_at.isoformat()] for pipeline in pipelines]
print_output(data, headers, output_format, table_format="grid")
def _display_experiments(experiments: List[ApiExperiment],
output_format: OutputFormat):
headers = ["Experiment ID", "Name", "Created at"]
data = [[exp.id, exp.name, exp.created_at.isoformat()]
for exp in experiments]
print_output(data, headers, output_format, table_format="grid")
def _display_recurring_runs(recurring_runs: List[kfp_server_api.ApiJob],
output_format: OutputFormat):
headers = ["Recurring Run ID", "Name"]
data = [[rr.id, rr.name] for rr in recurring_runs]
print_output(data, headers, output_format, table_format="grid")
