How-to guides

• Component Import Experience
  • Overview
  • Getting started: generate package from default workspace
  • Advanced settings
  • Publish the pip package
  • Samples
• Component CLI cheat sheet
• Component concepts & pipeline run reuse behavior
  • Component run reuse
  • Pipeline run reuse
  • Pipeline run reuse related component concepts
  • Force component rerun
  • Find reused run id in UX
• Define components with python function
  • Overview
  • Define component
  • Consume component
  • Manage component
  • Next steps
• Export existing pipeline to code
  • Overview
  • [Command line] Export existing pipeline to code
  • [Portal UX]Export existing pipeline to code (deprecated)
• Compare two pipelines with exporting pipeline to code
  • Overview
  • [Command line] Generate two pipeline runs code
  • [Command line] Run CLI command to get differences of the exported code
• Compile @dsl.command_component decorated function code as yaml
  • Overview
  • CLI Experience
  • SDK Experience
• Invoke AML pipeline through Aether module
  • Overview
  • Prerequisites
  • Supported
  • Sample
• Use component spec schema in vscode
  • Prerequisites
  • Associate component spec schema to your yaml files
  • Writing component spec
• Interactive development in ITP job instance with component SDK
  • Using shared job template to create a job instance
  • Development in job instance
  • Create job template with azure-ml-component SDK
• Interactive debug component run in remote compute
  • Overview
  • Using remote compute to debug component run
  • FAQ
• Local debug component run using common-runtime
  • Overview
  • Local debug using common-runtime
  • FAQ
• Use visualization in Jupyter notebook
  • Prerequisite
  • Visualization supported methods
  • Validate
  • Running job visualize