v4.17.1

What's Changed

• chore: Redact SQL Server connection parameter values in logs by @wunianze666-netizen in #2762
• fix: docs - Replace stale v3 doc links with v4 equivalents by @mivds in #2786
• fix: redshift - Detect existing DWH schema via svv_all_schemas by @Niels-b in #2789
• fix: bigquery - Escape all single quotes in literal_string (r-605) by @Niels-b in #2791
• fix: check-collections - Qualify wire check paths so check filtering works (DES-458) by @m1n0 in #2792
• chore: Bump pyasn1 to 0.6.4 (CVE-2026-59884/59885/59886) by @m1n0 in #2793

New Contributors

• chore: @wunianze666-netizen made their first contribution in #2762

Full Changelog: v4.17.0...v4.17.1

v4.17.0

What's Changed

• chore(deps): bump cryptography, pyjwt, pyasn1, pyarrow for CVE remediation by @m1n0 in #2766
• feat(check-collections): global impl extensions — reconciliation in all check-collection kinds (DES-433) by @m1n0 in #2775
• fix(check-collections): report runner scan FAILED with logs on abort re-raise (SAS-13001) by @m1n0 in #2779
• feat(databricks): OAuth (M2M + Azure service principal) auth [PLATL-820] by @paulteehan in #2781
• [SKIP-TESTS] [release_20260708_1] soda-core v4.17.0 by @paulteehan in #2783

Full Changelog: v4.16.0...v4.17.0

v4.16.0

What's Changed

• fix: Memory management follow-up: honest fetch naming & encapsulated driver settings (core) by @Niels-b in #2768
• feat: dispatch HANA test helper for soda-tests [ai-written] by @paulteehan in #2686
• feat: add failed_rows keys_query check form (r-601) by @Niels-b in #2769
• fix(freshness): send freshness diagnostics in milliseconds with measure=time by @m1n0 in #2770

Full Changelog: v4.15.0...v4.16.0

v4.15.0

• feat: Memory management: DWH streaming reads, copy-free value sizing & memory_container harness (#2757) (220b348) @Niels-b
• fix: Apply check-level filter to failed_rows expression checks (#2761) (ef831e5) @Niels-b
• fix: YAML-aware SQL snapshot comparison (#2731) (1c1fa7d) @Niels-b
• chore: Fix Soda PyPI --skip-existing + single approval gate (#2759) (0e5aea3) @paulteehan
• chore: Add publish-from-tag workflow for PyPI (#2758) (1cd3557) @paulteehan

v4.14.0

What's Changed

• chore: Bump to next prerelease version 4.13.1rc0 by @Niels-b in #2742
• fix: Databricks dialect disables DROP TABLE CASCADE by @Niels-b in #2745
• feat: Session-level post-processing hook for combined check collections by @m1n0 in #2743
• fix: Per-collection log isolation via a single contextvar-routed capturer by @m1n0 in #2744
• test: Cover schema check gaps for missing-with-allow-extra, rename, case sensitivity, and order-only metrics by @m1n0 in #2747
• chore: Make the test-connection log uploader public for reuse by @Niels-b in #2749
• chore: [SKIP-TESTS] [release_20260615_1] soda-core v4.14.0 by @paulteehan in #2754

Full Changelog: v4.13.0...v4.14.0

v4.13.0

What's Changed

• fix(contracts): report scan FAILED instead of COMPLETED_WITH_ERRORS on pre-results failure by @m1n0 in #2732
• feat(sparkdf): catalog mode + Spark Connect modes for Databricks DWH by @Niels-b in #2730
• fix(BigQuery): warn when account_info_json is provided alongside use_context_auth by @Niels-b in #2737
• Fix: Upload logs to Soda Cloud during data-source test by @milanaleksic in #2726
• fix(athena): support WIF/IRSA auth by making static credentials optional by @nielsn in #2735
• fix: sparkdf adds connection.catalog field for DWH catalog-mode resolution by @Niels-b in #2740

Full Changelog: v4.12.0...v4.13.0

v4.12.0

• chore: Bump urllib3 2.6.3 -> 2.7.0 to resolve security vulnerability (#2727) (e60f5c4) @m1n0
• feat: Sparkdf enable diagnostics warehouse compatibility (#2723) (9a2f2e5) @Niels-b
• fix: Use COUNT_BIG on SQL Server / Synapse / Fabric to avoid INT overflow on large tables (#2724) (813db3b) @Niels-b
• refactor: Consolidate aliasing under ALIAS — drop COLUMN/COUNT field_alias (#2699) (ab91520) @m1n0

v4.11.0

What's Changed

• perf(DTL-1778): dedup byte-identical aggregation metrics by @m1n0 in #2698
• feat(check-collections): lightweight CheckCollection abstraction (from scratch) by @m1n0 in #2709
• refactor(DTL-1779): declarative check dependencies with framework-level NOT_EVALUATED gating by @m1n0 in #2700
• Chore: Rename Soda Agent to Soda Runner (backwards-compatible) by @Niels-b in #2718
• Feat: bundle DWH file paths via DiagnosticsWarehouseFiles by @Niels-b in #2701

Full Changelog: v4.10.1...v4.11.0

v4.10.1

What's Changed

• Chore: enable cross source testing for all data sources by @Niels-b in #2693
• Chore: Intercept raw DBAPI cursors in snapshot wrapper by @Niels-b in #2694
• fix: normalize DB2 dashed-dotted TIMESTAMP literals in snapshot replay by @Niels-b in #2706
• fix(DTL-1776): isolate rows_tested_query metric from contract row_count by @m1n0 in #2703
• fix(DTL-1799): isolate InvalidReferenceCountMetricImpl identity by @m1n0 in #2704
• chore: add Dremio to schema cleanup test + dry-run mode by @paulteehan in #2702
• Chore: add [SKIP-TESTS] commit message matcher by @m1n0 in #2710
• [SKIP-TESTS] [release_20260518_1] soda-core v4.10.1 by @paulteehan in #2711
• Fix: don't skip release-to-dev-pypi on [SKIP-TESTS] commits by @paulteehan in #2712

Full Changelog: v4.10.0...v4.10.1

v4.10.0

What's Changed

• fix: Alias aggregation query columns and guard derived metrics by @m1n0 in #2695

Full Changelog: v4.9.0...v4.10.0