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import_data_image_object_detection_sample.py
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import_data_image_object_detection_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_import_data_image_object_detection_sample]
from google.cloud import aiplatform
def import_data_image_object_detection_sample(
project: str,
dataset_id: str,
gcs_source_uri: str,
location: str = "us-central1",
timeout: int = 1800,
):
client_options = {"api_endpoint": "us-central1-aiplatform.googleapis.com"}
# 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)
import_configs = [
{
"gcs_source": {"uris": [gcs_source_uri]},
"import_schema_uri": "gs://google-cloud-aiplatform/schema/dataset/ioformat/image_bounding_box_io_format_1.0.0.yaml",
}
]
name = client.dataset_path(project=project, location=location, dataset=dataset_id)
response = client.import_data(name=name, import_configs=import_configs)
print("Long running operation:", response.operation.name)
import_data_response = response.result(timeout=timeout)
print("import_data_response:", import_data_response)
# [END aiplatform_import_data_image_object_detection_sample]