Google Cloud Functions examples for Google Cloud Dataprep
Google Cloud Functions examples for Cloud Dataprep
gcs_trigger_dataprep_job.py : Background Python function to trigger a Dataprep job when a file is created in a Google Cloud Storage bucket folder. Dataprep job started with REST API call and new file as parameter. Implementation details in the blog post How to Automate a Cloud Dataprep Pipeline When a File Arrives
job-result-google-sheet.js : HTTP Node.js function to write in a Google Sheet a Dataprep job result info (id, status) with recipe name, link to the job page and link to PDF of result’s profile. This HTTP Cloud function is called from a Dataprep Webhook when jobs are finished (success or failure). Implementation details in the blog post Leverage Cloud Functions and APIs to Monitor Cloud Dataprep Jobs Status in a Google Sheet.
publishing_googlesheet.js : HTTP Node.js function to publish Dataprep output in a Google Sheet. Google sheet name created will be based on the default single CSV file name generated in GSC + Dataprep Job id. In the Cloud Function code, you need to update your Dataprep Token Access (to call REST API) and the Google Spreadsheet ID. And this Cloud Function can be triggered when a Dataprep job is finished via a Dataprep Webhook.
job-result-google-bigquery.py : HTTP Python function to write in a Google BigQuery table a Dataprep job result info (id, status) with dataset output name (recipe name), Google user and link to the job page. This HTTP Cloud function is called from a Dataprep Webhook when jobs are finished (success or failure). Implementation details in the blog post Monitor your BigQuery Data Warehouse Dataprep Pipeline with Data Studio.
export_import_dataprep_flow.py : Export a Dataprep flow from a project and import it in another project. Option to save or get the flow package (zip file) in a GCS bucket folder.
Update Google Cloud Data Catalog : A Cloud Function to create or update Google Cloud Data Catalog tags on BigQuery tables with Cloud Dataprep Metadata and Column’s Profile.
Google Cloud Functions https://cloud.google.com/functions
Cloud Dataprep by Trifacta https://cloud.google.com/dataprep
Cloud Dataprep Standard API https://api.trifacta.com/dataprep-standard
Cloud Dataprep Premium API https://api.trifacta.com/dataprep-premium