Local-first training metrics tracker backed by Rust, PyO3, DuckDB, and DuckLake.

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Project description

PulseOn

PulseOn is a local-first training metrics tracker backed by Rust, PyO3, DuckDB, and DuckLake.

Current focus: validate the v1 native loop for individual trainers:

  • create a project
  • start or resume a run
  • log numeric metrics
  • query metric series and summaries locally
  • keep Parquet as the long-term compatibility boundary

Architecture entry points:

Runtime extensions:

  • DuckLake is installed and loaded by the native engine because it is required for v1 storage.
  • DuckDB LTTB is not bundled into the SDK. PulseOn loads an already installed lttb extension when downsampling is requested with max_points. To allow PulseOn to download it from the DuckDB community repository at that point, set PULSEON_LTTB_AUTO_INSTALL=1. To use a local build instead, set PULSEON_LTTB_EXTENSION_PATH=/path/to/lttb.duckdb_extension.

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0.1.1

0.1.0

0.1.0rc1 pre-release

0.1.0a5 pre-release

0.1.0a4 pre-release

0.1.0a3 pre-release

0.1.0a2 pre-release

This version

0.1.0a1 pre-release

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BLAKE2b-256 f0a70571de05e2f3cc792f2f3546e2a348030a8fcac81bf265d9320f30408ee7

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