Skip to content

Latest commit

 

History

History
70 lines (50 loc) · 2.37 KB

README.md

File metadata and controls

70 lines (50 loc) · 2.37 KB
Raw

BigQuery to Pubsub - Streaming Beam

Creating the Flex Template

PROJECT=[project-id-here]
BUCKET=[bucket-name-here]
REGION="europe-west2"
TEMPLATE_IMAGE="gcr.io/$PROJECT/dataflow/bigquery_to_pubsub_beam"

To run the template, you need to create a template spec file containing all the necessary information to run the job, such as the SDK information and metadata.

The metadata.json file contains additional information for the template such as the "name", "description", and input "parameters" field.

The template file must be created in a Cloud Storage location, and is used to run a new Dataflow job.

TEMPLATE_PATH="gs://$BUCKET/dataflow/templates/bigquery_to_pubsub_beam.json"

# Build the container image
gcloud builds submit --tag $TEMPLATE_IMAGE

# Build the Flex Template.
gcloud dataflow flex-template build $TEMPLATE_PATH \
  --image "$TEMPLATE_IMAGE" \
  --sdk-language "PYTHON" \
  --metadata-file "metadata.json"

The template is now available through the template file in the Cloud Storage location that you specified.

Running a Dataflow Flex Template pipeline

You can now run the Apache Beam pipeline in Dataflow by referring to the template file and passing the template parameters required by the pipeline.

# Run the Flex Template.
gcloud dataflow flex-template run "bq-to-pubsub-streaming-beam-`date +%Y%m%d-%H%M%S`" \
    --template-file-gcs-location "$TEMPLATE_PATH" \
    --parameters input_query="SELECT * FROM \`dataset.table\`" \
    --parameters output_topic="projects/[project-id]/topics/[topic-name]" \
    --region "$REGION"

Check the results in pubsub by viewing messages in the subscription assigned to the topic.

Building with Cloud Build

You can automate the build process by writing the steps into a cloudbuild.yaml file.

  • cloudbuild.yaml contains the steps for building the container, submitting to Container Registry and building the dataflow template.
  • Substitutions used include: _TEMPLATE_BUCKET which is the destination gcs bucket name.

Submit the build by running

gcloud builds submit . --config cloudbuild.yaml  --substitutions _TEMPLATE_BUCKET=$BUCKET

📝 Docs: Using Flex Templates