62 lines
2.1 KiB
YAML
62 lines
2.1 KiB
YAML
# Export to file for next processing step in pipeline
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# Copyright 2020 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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name: Bigquery - Query
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description: |
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A Kubeflow Pipeline component to submit a query to Google Cloud Bigquery and
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store the results to a csv file.
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metadata:
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labels:
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add-pod-env: 'true'
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inputs:
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- name: query
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description: 'The query used by Bigquery service to fetch the results.'
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type: String
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- name: project_id
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description: 'The project to execute the query job.'
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type: GCPProjectID
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- name: job_config
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description: >-
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The full config spec for the query job.See
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[QueryJobConfig](https://googleapis.github.io/google-cloud-python/latest/bigquery/generated/google.cloud.bigquery.job.QueryJobConfig.html#google.cloud.bigquery.job.QueryJobConfig)
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for details.
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default: ''
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type: Dict
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- name: output_filename
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description: 'The output file name'
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default: 'bq_results.csv'
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type: String
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outputs:
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- name: MLPipeline UI metadata
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type: UI metadata
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- name: table
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description: 'The path to the result from BigQuery'
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type: CSV
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implementation:
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container:
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image: gcr.io/ml-pipeline/ml-pipeline-gcp:1.4.0-rc.1
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args: [
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--ui_metadata_path, {outputPath: MLPipeline UI metadata},
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kfp_component.google.bigquery, query,
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--query, {inputValue: query},
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--project_id, {inputValue: project_id},
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--output_path, {outputPath: table},
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--output_filename, {inputValue: output_filename},
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--job_config, {inputValue: job_config},
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]
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env:
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KFP_POD_NAME: "{{pod.name}}"
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