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# Copyright 2018 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 | ||
# | ||
# http://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. | ||
|
||
name: Bigquery - Query | ||
description: | | ||
Submit a query to Bigquery service and write outputs to a GCS blob. | ||
inputs: | ||
- {name: query, description: 'The query used by Bigquery service to fetch the results.'} | ||
- {name: project_id, description: 'The project to execute the query job.' } | ||
- {name: dataset_id, description: 'The ID of the persistent dataset to keep the results of the query.'} | ||
- {name: table_id, description: 'The ID of the table to keep the results of the query. If absent, the operation will generate a random id for the table.', default: '' } | ||
- {name: output_gcs_path, description: 'The GCS blob path to dump the query results to.', default: '' } | ||
- {name: job_config, description: 'The full config spec for the query job.', default: '' } | ||
outputs: | ||
- {name: output_gcs_path, description: 'The GCS blob path to dump the query results to.'} | ||
implementation: | ||
container: | ||
image: gcr.io/ml-pipeline-dogfood/ml-pipeline-gcp:latest | ||
args: [ | ||
kfp_component.google.bigquery, query, | ||
--query, {inputValue: query}, | ||
--project_id, {inputValue: project_id}, | ||
--dataset_id, {inputValue: dataset_id}, | ||
--table_id, {inputValue: table_id}, | ||
--output_gcs_path, {inputValue: output_gcs_path}, | ||
--job_config, {inputValue: job_config} | ||
] | ||
env: | ||
KFP_POD_NAME: "{{pod.name}}" | ||
fileOutputs: | ||
output_gcs_path: /tmp/kfp/output/bigquery/query-output-path.txt |