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gcp-dataflow - Build and troubleshoot Apache Beam Dataflow pipelines

Guides authoring, packaging, executing, and troubleshooting Apache Beam pipelines on Google Cloud Dataflow.

Tags

Updated: 2026-10-08
Google CloudDataflowApache BeamData pipelinesFlex TemplatesCloud BuildPipeline troubleshootingAutoscaling

Capabilities

Create Beam pipelinesConfigure Flex TemplatesUse Google Dataflow templatesSet up Java projects

Typical Inputs

Pipeline source and sinkProgramming languageApache Beam SDK version

Typical Outputs

Pipeline source filesFlex Template configurationCloud Build configuration

What this skill does

  • Create Beam pipelines
  • Configure Flex Templates
  • Use Google Dataflow templates
  • Set up Java projects
  • Set up Python projects
  • Set up Go projects
  • Integrate Cloud Build
  • Analyze job health
  • Diagnose performance bottlenecks
  • Analyze autoscaling behavior

Inputs

  • Pipeline source and sink
  • Programming language
  • Apache Beam SDK version
  • Template parameters
  • Network configuration
  • Schema files or content
  • Target sink details
  • Secret Manager resources
  • SSL certificate resources

Outputs

  • Pipeline source files
  • Flex Template configuration
  • Cloud Build configuration
  • Built container images
  • Dataflow job configuration
  • Template parameter summaries
  • Diagnostic findings
  • Monitoring links
  • Schema files

Requirements

  • Google Cloud project access
  • Dataflow permissions
  • Cloud Storage access
  • Cloud Build access
  • Secret Manager access when needed
  • Apache Beam SDK support
  • gcloud CLI access
  • Web search access for latest SDK version

Source

  • Spec: SKILL.md

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