
Apache Hamilton (incubating)
Apache Hamilton (incubating) is a general-purpose framework to write dataflows using regular Python functions. At the core, each function defines a transformation and its parameters indicates its dependencies. Apache Hamilton automatically connects individual functions into a Directed Acyclic Graph (DAG) that can be executed, visualized, optimized, and reported on. Apache Hamilton also comes with a UI to visualize, catalog, and monitor your dataflows.
关于这本书
Apache Hamilton (incubating) is a general-purpose framework to write dataflows using regular Python functions. At the core, each function defines a transformation and its parameters indicates its dependencies. Apache Hamilton automatically connects individual functions into a Directed Acyclic Graph (DAG) that can be executed, visualized, optimized, and reported on. Apache Hamilton also comes with a UI to visualize, catalog, and monitor your dataflows.
目录
共 17 个章节· 全部 156 节- 01Get Started Why use Apache Hamilton? Install Your First Dataflow…6 节
- 02Concepts Glossary Functions, nodes & dataflow Driver…12 节
- 03User Guide Jupyter notebooks Loading data Caching…16 节
- 04Apache Hamilton UI UI Overview1 节
- 05IDE extension Apache Hamilton VSCode Language Server2 节
- 06Integrations dlt FastAPI Ibis…5 节
- 07Code Comparisons Kedro Dagster LangChain…4 节
- 08Meet-ups
- 09Ecosystem Claude Code Plugin for Hamilton MCP Server2 节
- 10Decorators check_output* config.when* dataloader…23 节
- 11Drivers Builder AsyncDriver Custom Driver3 节
- 12Caching Caching logic Data versioning Stores3 节
- 13GraphAdapters SimplePythonDataFrameGraphAdapter SimplePythonGraphAdapter HamiltonGraphAdapter…10 节
- 14Lifecycle Adapters lifecycle.ResultBuilder lifecycle.LegacyResultMixin lifecycle.api.GraphAdapter…26 节
- 15ResultBuilders Generic Numpy Pandas…7 节
- 16I/O Using Data Adapters Data Adapters2 节
- 17Dataflows clear_storage() copy() find()…10 节
KnowForge