GoldenMatch

v1.27.0 Feature

This release adds 2 notable features for engineering teams evaluating rollout.

Published 1mo 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

Affected surfaces

auth rbac

Summary

AI summary

Fixed distributed Phase‑5 pipeline crash when explicit config and allow_red_config were ignored.

Changes in this release

Type	Severity	Summary	CVE
Feature	Low	Adds gm_embed(text) function to the Postgres extension, shipped as goldenmatch-pg 0.7.0. Adds gm_embed(text) function to the Postgres extension, shipped as goldenmatch-pg 0.7.0. Source: llm_adapter@2026-06-05 Confidence: high	—
Bugfix	Medium	Fixes distributed Phase‑5 pipeline to honor explicit config + allow_red_config, preventing crashes at scale. Fixes distributed Phase‑5 pipeline to honor explicit config + allow_red_config, preventing crashes at scale. Source: llm_adapter@2026-06-05 Confidence: high	—
Bugfix	Low	Changes auto‑config to admit high‑cardinality identifiers for probabilistic (Fellegi‑Sunter) matchkeys, excluding only perfectly‑unique surrogate keys. Changes auto‑config to admit high‑cardinality identifiers for probabilistic (Fellegi‑Sunter) matchkeys, excluding only perfectly‑unique surrogate keys. Source: llm_adapter@2026-06-05 Confidence: high	—

Full changelog

Fixed:

#739: distributed Phase-5 pipeline honors an explicit config + allow_red_config (was silently dropped, crashing at scale).

Changed:

#721: auto-config admits high-cardinality identifiers to probabilistic (Fellegi-Sunter) matchkeys; only perfectly-unique surrogate keys are excluded.

Notes:

The Postgres extension gains gm_embed(text), shipped separately as goldenmatch-pg 0.7.0.

View diff on GitHub

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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.