GoldenMatch

vgoldenmatch-native-v0.1.17 scope: goldenmatch-native Feature

This release adds 3 notable features for engineering teams evaluating rollout.

Published 10d Data Pipelines & ETL

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✓ No known CVEs patched

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✓ No known CVEs patched in this version

Topics

data-cleaning data-engineering data-matching data-quality deduplication entity-resolution

+14 more

fellegi-sunter fuzzy-matching knowledge-graph llm master-data-management mcp-server polars pprl python record-linkage rust splink typescript zero-config

Summary

AI summary

Adds exclude-set Arc handle and zero-copy Arrow entry for score_block_pairs_fs with new kernel work.

Full changelog

Ships the pending kernel work: FS exclude-set Arc handle (exclude_set= kwarg on score_block_pairs_fs) + zero-copy score_block_pairs_fs_arrow entry with the rayon dispatch gate (#1808), and unobserved-evidence FS math (missing values carry no evidence, #1834). Wheel consts: FS_SUPPORTS_EXCLUDE_SET, FS_SUPPORTS_ARROW.

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Earlier breaking changes

v3.1.0 `GOLDENMATCH_FRAME=polars` now requires the `[polars]` extra; raises error without it.
vgoldencheck-v3.0.0 `inferred_type` emits neutral dtype vocabulary (str/int/uint/float/date/datetime/bool/other) instead of raw Polars dtypes.
vgoldencheck-v3.0.0 'inferred_type' now emits a neutral dtype vocabulary instead of raw Polars dtype strings.
vgoldencheck-v3.0.0 `scan_file`, `scan_dataframe`, and CLI `check` now run without Polars, using Arrow-native pyarrow.Table.
v3.0.0 Result frames now return pyarrow.Table instead of Polars DataFrame.