54 lines
1.8 KiB
Python
54 lines
1.8 KiB
Python
# Copyright 2019 Google LLC
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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from typing import NamedTuple
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def automl_import_data_from_gcs(
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dataset_path: str,
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input_uris: list,
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retry=None, #=google.api_core.gapic_v1.method.DEFAULT,
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timeout=None, #=google.api_core.gapic_v1.method.DEFAULT,
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metadata: dict = None,
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) -> NamedTuple('Outputs', [('dataset_path', str)]):
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import sys
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import subprocess
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subprocess.run([sys.executable, '-m', 'pip', 'install', 'google-cloud-automl==0.4.0', '--quiet', '--no-warn-script-location'], env={'PIP_DISABLE_PIP_VERSION_CHECK': '1'}, check=True)
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import google
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from google.cloud import automl
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client = automl.AutoMlClient()
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input_config = {
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'gcs_source': {
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'input_uris': input_uris,
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},
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}
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response = client.import_data(
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dataset_path,
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input_config,
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retry or google.api_core.gapic_v1.method.DEFAULT,
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timeout or google.api_core.gapic_v1.method.DEFAULT,
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metadata,
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)
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result = response.result()
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print(result)
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metadata = response.metadata
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print(metadata)
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return (dataset_path)
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if __name__ == '__main__':
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import kfp
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kfp.components.func_to_container_op(automl_import_data_from_gcs, output_component_file='component.yaml', base_image='python:3.7')
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