/
create_dataset_sample.py
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/
create_dataset_sample.py
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# Copyright 2020 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# [START aiplatform_create_dataset_sample]
from google.cloud import aiplatform
def create_dataset_sample(
project: str,
display_name: str,
metadata_schema_uri: str,
location: str = "us-central1",
api_endpoint: str = "us-central1-aiplatform.googleapis.com",
timeout: int = 300,
):
# The AI Platform services require regional API endpoints.
client_options = {"api_endpoint": api_endpoint}
# Initialize client that will be used to create and send requests.
# This client only needs to be created once, and can be reused for multiple requests.
client = aiplatform.gapic.DatasetServiceClient(client_options=client_options)
dataset = {
"display_name": display_name,
"metadata_schema_uri": metadata_schema_uri,
}
parent = f"projects/{project}/locations/{location}"
response = client.create_dataset(parent=parent, dataset=dataset)
print("Long running operation:", response.operation.name)
create_dataset_response = response.result(timeout=timeout)
print("create_dataset_response:", create_dataset_response)
# [END aiplatform_create_dataset_sample]