def list_histories(id):
"""List histories of a preprocessing"""
api = rest.PreprocessingApi(configuration.get_api_client())
result = api.list_preprocessing_histories(id)
pprint.pp_table(['data_id', 'data_name', 'created_at', 'status'],
[[x.data_id, x.data_name, x.created_at, x.status]
for x in result])
def list_datasets(count, id, name, memo, created_at):
"""List datasets filtered by conditions"""
api = rest.DataSetApi(configuration.get_api_client())
per_page = 1000
command_args = {
'id': id,
'name': name,
'memo': memo,
'created_at': created_at,
}
args = {
key: value
for key, value in command_args.items() if value is not None
}
if count <= per_page:
result = api.list_datasets(per_page=count, **args)
else:
total_pages = (count - 1) // per_page + 1
result = []
for page in range(1, total_pages + 1):
page_result = api.list_datasets(page=page, **args)
result.extend(page_result)
if len(page_result) < per_page:
break
pprint.pp_table(['id', 'name', 'created_at', 'memo'],
[[x.id, x.name, x.created_at, x.memo]
for x in result[:count]])
def list_training(count, id, name, started_at, data_set, memo, status,
entry_point):
"""List training filtered by conditions"""
api = rest.TrainingApi(configuration.get_api_client())
per_page = 1000
command_args = {
'id': id,
'name': name,
'started_at': started_at,
'data_set': data_set,
'memo': memo,
'status': status,
'entry_point': entry_point,
}
args = {
key: value
for key, value in command_args.items() if value is not None
}
if count <= per_page:
result = api.list_training(per_page=count, **args)
else:
total_pages = (count - 1) // per_page + 1
result = []
for page in range(1, total_pages + 1):
page_result = api.list_training(page=page, **args)
result.extend(page_result)
if len(page_result) < per_page:
break
pprint.pp_table(
['id', 'name', 'started_at', 'dataset', 'memo', 'status'],
[[x.id, x.name, x.created_at, x.data_set.name, x.memo, x.status]
for x in result[:count]])
def list_files(id):
"""List files of data"""
api = rest.DataApi(configuration.get_api_client())
result = api.list_data_files(id)
pprint.pp_table(['file_id', 'file_name'],
[[x.file_id, x.file_name] for x in result])
def list_files(id):
"""List files of training"""
api = rest.TrainingApi(configuration.get_api_client())
result = api.list_training_files(id)
pprint.pp_table(['file_id', 'file_name'],
[[x.file_id, x.file_name] for x in result])
def list_files(id):
"""List files of inference"""
api = rest.InferenceApi(configuration.get_api_client())
result = api.list_inference_files(id)
pprint.pp_table(['file_id', 'file_name'],
[[x.file_id, x.file_name] for x in result])
def list_tenants():
"""List tenants"""
api = rest.TenantApi(configuration.get_api_client())
result = api.list_tenants()
pprint.pp_table(['id', 'name', 'display_name', 'storage_path'],
[[x.id, x.name, x.display_name, x.storage_path] for x in result])