Code Comparisons

This section showcases what Apache Hamilton code looks like in comparison to other popular libraries and frameworks.

• Kedro

  • Imperative vs. Declarative

    • 1. Define steps
    • 2. Assemble dataflow
    • 3. Execute dataflow

  • Framework weight

    • Kedro

  • Feature comparison

  • More information

• Dagster

  • TL;DR
  • Dataflow definition
  • Dataflow execution
  • More information

• LangChain

  • A simple joke example
  • A streamed joke example
  • A “batch” parallel joke example
  • A “async” joke example
  • Switch LLM to completion for joke
  • Switch to using Anthropic
  • Logging
  • Fallbacks

• Airflow

  • High-level differences:

  • Code examples:

    • Apache Hamilton:
    • Airflow: