Code Comparisons

This section showcases what 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
    • Hamilton
  • 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:
    • Hamilton:
    • Airflow: