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How to schedule dataproc jobs
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amerikiwi
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Sep 17, 2017, 4:13:09 PM
9/17/17
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What is the best way to schedule dataproc jobs? I have jobs using GCS, BQ, Pyspark in Dataproc. If anyone has some sample code that would be great.
Dan Sedov
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Sep 18, 2017, 12:59:44 PM
9/18/17
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At the moment cloud scheduler [1] appears to be the best option available. Here's a blog post talking about using it for Dataproc jobs [2].
[1]
https://cloud.google.com/appengine/docs/standard/python/config/cron
[2]
https://cloud.google.com/blog/big-data/2016/04/scheduling-dataflow-pipelines-using-app-engine-cron-service-or-cloud-functions
James Malone
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Sep 18, 2017, 1:13:12 PM
9/18/17
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You can also use a self-installed Apache Airflow instance. Airflow has support for Cloud Dataproc along with other GCP products:
https://github.com/apache/incubator-airflow/tree/master/airflow/contrib/operators
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