dbt-msft / dbt-sqlserver

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Die Installation von pypi:dbt-sqlserver@1.10.1 zieht 57 Pakete nach sich, direkt und transitiv: 0 tragen bekannte Advisories, davon 0 direkte Abhängigkeiten.

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          "body": "_normalize_function stripped whitespace and case-folded the whole masking\nexpression, including the partial() padding string. But the padding is data:\nSQL Server stores it verbatim (partial(1, \"X X\", 1) keeps the space; \"XxYy\"\nkeeps its case) and only reformats the surrounding syntax. Folding inside\n[…]\nanges are now detected\n(both fail without the fix), and SQL Server's syntactic reformatting plus\nfunction-name case remain no-ops.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: compare DDM partial() padding verbatim, only fold syntax",
          "author_name": "Ben Knight",
          "author_login": "Benjamin-Knight",
          "committed_at": "2026-07-23T13:49:47Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d928f21e133b588ce3aeef0b9670b2aae18bba43",
          "body": "The prebuilt full-refresh path had two related defects:\n\n1. The first-build branch (existing_relation is none) issued a bare\n   CREATE / SELECT ... INTO with no drop, so a stale relation cache\n   (table exists in the DB but absent from the cache, e.g. an orphaned\n   concurrent writer created it afte\n[…]\nebuilt create, deterministically reproducing the drift. Verified the\ntests fail without the macro fix (Msg 2714) and pass with it.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: make full_refresh_build=prebuilt cache-safe and idempotent",
          "author_name": "Ben Knight",
          "author_login": "Benjamin-Knight",
          "committed_at": "2026-07-23T13:35:10Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9e3a2e5cc2c95b65de9e732573633d163dcaa67c",
          "body": "chore: prepare 1.10.1 release",
          "is_bot": false,
          "headline": "Merge pull request #755 from dbt-msft/release/1.10.1",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-07-23T03:58:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "505eac7dc9350b1aedcb35be4f4b191cc0a3b30a",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/master' into release/1.10.1",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-07-23T03:55:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "99da21d3d3b0f95b75e71c8b4431e336c988e7ce",
          "body": null,
          "is_bot": false,
          "headline": "chore: prepare 1.10.1 release",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-07-23T03:53:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b0917b1762e9bd5ec518c2f0c8ba13ef495ab81",
          "body": "…fected\n\nfix: report rows affected for incremental delete+insert",
          "is_bot": false,
          "headline": "Merge pull request #754 from axellpadilla/fix/583-incremental-rows-af…",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-07-23T03:14:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2edf9bf179af3b5a46f06fce262089ad32385ef0",
          "body": null,
          "is_bot": false,
          "headline": "fix: report rows affected for incremental delete+insert",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-07-23T02:44:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ef71ea92ab5ef024e37e11440650b380af7f12f",
          "body": "…tions\n\nfix: emit query_options on table_refresh_method=dml refresh path",
          "is_bot": false,
          "headline": "Merge pull request #753 from Benjamin-Knight/fix/dml-refresh-query-op…",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-07-22T20:23:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3c9ab7939162fb83e5efcba4d38d60712aa6b7f0",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'master' into fix/dml-refresh-query-options",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-07-22T20:21:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7c7d0cf6f0846ea38446bce839d33df9976bd74c",
          "body": "install dev group explicitly in setup_env",
          "is_bot": false,
          "headline": "Merge pull request #748 from Benjamin-Knight/fix/devcontainer-dev-group",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-07-22T19:48:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "da53182fd7bfa32c492914ccb84e9f81d4af0bb7",
          "body": "…arison\n\nfix: don't aggregate columns for clustered columnstore indexes in describe_indexes",
          "is_bot": false,
          "headline": "Merge pull request #745 from Benjamin-Knight/fix/cci-skip-column-comp…",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-07-22T19:44:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4c2ea6f373caeb2746b7d6864c197a209a88564d",
          "body": "sqlserver__table_dml_refresh never called get_query_options(), so\nquery_options / query_options_raw (and the LABEL query tag) were\nsilently dropped on every steady-state DML refresh — inconsistent with\ncreate_table_as, which honors them. Both grant-taking statements are\naffected: the scratch-build S\n[…]\n off the\ncaptured debug log and checks each statement bounded by its terminator,\nso a hint on one can't be mistaken for the other.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: emit query_options on table_refresh_method=dml refresh path",
          "author_name": "Ben Knight",
          "author_login": "Benjamin-Knight",
          "committed_at": "2026-07-20T09:56:38Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "90bb90af36dc6076c009dbbdb9bc510f4fb888c0",
          "body": "Add a full_refresh_build model config. `prebuilt` rebuilds a table in\nplace - drop the old table, recreate it empty with its clustered design\n(as_columnstore CCI or the clustered index from the indexes config), then\nbulk-load via INSERT WITH (TABLOCK). No intermediate copy or rename swap,\nso peak re\n[…]\nncremental\n  over a failed refresh errors instead of appending onto stale data.\n\nBuilds on the indexes feature shipped in v1.10.1.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: full_refresh_build config with prebuilt in-place rebuild path",
          "author_name": "Ben Knight",
          "author_login": "Benjamin-Knight",
          "committed_at": "2026-07-16T14:39:24Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8f71431790012ee51411f48fd5073ed586604ba6",
          "body": "…cribe_indexes\n\nA clustered columnstore index (type 5) stores the whole table and has no key\ncolumns, so sys.index_columns lists every column for it. describe_indexes was\naggregating all of them into the `columns` field, which:\n\n  - is meaningless: reconciliation (index_config_changes) matches a CCI\n[…]\nine user-chosen identity.\n\nExtends the wide-columnstore functional test to assert describe_indexes\nreports no columns for the CCI.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: don't aggregate columns for clustered columnstore indexes in des…",
          "author_name": "Ben Knight",
          "author_login": "Benjamin-Knight",
          "committed_at": "2026-07-16T13:57:45Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c82271c00cd5d1193d84e8e60f613ecabc394b10",
          "body": "Apply SQL Server Dynamic Data Masking as a post-materialization step,\nmodelled on apply_grants, so masks are re-applied on every build and\nsurvive dbt's drop-and-recreate on full refresh.\n\nTwo config surfaces resolve to one per-column mask map:\n- column-level `masked_with:` property in schema YAML (\n[…]\nnce, opt-out, validation, full-refresh\nsurvival, masked-user read, incremental idempotency, snapshot). Docs in\nREADME + CHANGELOG.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: column-level Dynamic Data Masking (masked_with / masks)",
          "author_name": "Ben Knight",
          "author_login": "Benjamin-Knight",
          "committed_at": "2026-07-16T13:36:04Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "653af1039c995956eefd88e0dde59b6d6ca1bdcd",
          "body": "The setup script relied on uv installing the `dev` dependency group by\ndefault. That behaviour varies by uv version, so on a fresh devcontainer\nbuild the `dev` group (which provides pre-commit) was not installed and\n`pre-commit install` failed with `command not found`.\n\nRestore the explicit `--group dev` that was dropped in b9a4b8b, and run\npre-commit via `uv run` so it no longer depends on the venv being active.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(devcontainer): install dev group explicitly in setup_env",
          "author_name": "Ben Knight",
          "author_login": "Benjamin-Knight",
          "committed_at": "2026-07-16T12:28:34Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f8f61b8fa5740c35e994d1b829f76a81014fe275",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 1.10.1rc2",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-07-15T22:51:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f5d00a966c7ccc2d37e105eb48ad78e1d34eb3fd",
          "body": "…erflow\n\nfix: STRING_AGG 8000-byte overflow in describe_indexes on wide tables (#735)",
          "is_bot": false,
          "headline": "Merge pull request #739 from joshmarkovic/fix/string-agg-8000-byte-ov…",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-07-15T20:33:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e1c8bb98abbed1253e9fb7f5afbf3139072878b5",
          "body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: cast describe_indexes STRING_AGG input to nvarchar(max) (#735)",
          "author_name": "Josh Markovic",
          "author_login": "joshmarkovic",
          "committed_at": "2026-07-10T13:10:57Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "894c21700a970c823741906a2ece26b7c301d624",
          "body": "fix: make cancel() actually cancel the in-flight query",
          "is_bot": false,
          "headline": "Merge pull request #733 from joshmarkovic/fix/cancel-noop",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-07-06T17:47:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2de450771797978fffeb3f0e416f51302791388f",
          "body": "SQLServerConnectionManager.cancel() was a no-op (it only logged), so\ndbt-core's cancel_open() could not stop sibling queries on Ctrl-C or\nwhen another thread failed; in-flight statements kept running\nserver-side, holding locks.\n\nTrack the in-flight cursor on the Connection during add_query and call\n\n[…]\nows errors from a statement\nthat completed between lookup and cancel.\n\nAdd unit tests for cancel() (in-flight, absent, unsupported, error\npaths) and for add_query registering then clearing the cursor.",
          "is_bot": false,
          "headline": "fix: make cancel() actually cancel the in-flight query",
          "author_name": "Josh Markovic",
          "author_login": "joshmarkovic",
          "committed_at": "2026-07-06T03:43:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "45d5c4b1b6acfae78b70c186975b7c151eb0aae7",
          "body": "fix: escape embedded closing braces in pyodbc connection string values",
          "is_bot": false,
          "headline": "Merge pull request #734 from joshmarkovic/fix/pyodbc-brace-escaping",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-07-03T15:55:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a2e6196336c67a678b04029df2946190c06a36b5",
          "body": "fix: honor configured query retries and correct the retry debug event",
          "is_bot": false,
          "headline": "Merge pull request #730 from joshmarkovic/fix/query-retry-loop",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-07-03T15:41:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a1e661793cded621f392544fcd5718954f1126a",
          "body": "The three failure-path tests differed only in retries, side effect,\nexpected exception and expected attempt count; collapse them into one\nparametrized test. Also drop the unused connection element from the\ntest helper's return value.",
          "is_bot": false,
          "headline": "test: parametrize add_query retry failure cases",
          "author_name": "Josh Markovic",
          "author_login": "joshmarkovic",
          "committed_at": "2026-07-03T15:34:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "88ad636142c325ec4c8a4149382f5b26fcea181c",
          "body": "Drop the event-construction comment narrating the old message= defect\nand reduce the retry_limit comment to the one fact a reader needs:\nretries caps total execute attempts, so retries: 1 disables retry.",
          "is_bot": false,
          "headline": "docs: keep only reader-facing retry comments",
          "author_name": "Josh Markovic",
          "author_login": "joshmarkovic",
          "committed_at": "2026-07-03T15:34:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "44f92812d2880c823a42d6f4cb8482ff181e2e13",
          "body": "The query-level retry in SQLServerConnectionManager.add_query had two\ndefects:\n\n- A `credentials.retries > 3` guard silently ignored configured retry\n  counts of 1-3 and fell back to a hardcoded limit of 2, so even the\n  default `retries: 3` only attempted a query twice. Use\n  `credentials.retries` \n[…]\n retrying. Use `base_msg=` as dbt-core's base add_query does.\n\nAdd unit tests covering retry-until-success, the retries=3 regression,\nno-retry at retries=1, and non-retryable errors not being retried.",
          "is_bot": false,
          "headline": "fix: honor configured query retries and stop retry-event crash",
          "author_name": "Josh Markovic",
          "author_login": "joshmarkovic",
          "committed_at": "2026-07-03T15:34:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "541ce1a361e611411deece14e8cb910cf2c28eac",
          "body": "The pyodbc branch of format_connection_string_value wrapped values in\nbraces without doubling embedded closing braces, so a password like\npa}ss produced PWD={pa}ss} and the driver misparsed the rest of the\nconnection string. The mssql-python branch already escaped correctly.\nDouble the closing brace per the ODBC quoting rules and cover both\nbackends with unit tests.",
          "is_bot": false,
          "headline": "fix: escape embedded closing braces in pyodbc connection string values",
          "author_name": "Josh Markovic",
          "author_login": "joshmarkovic",
          "committed_at": "2026-07-02T18:34:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cc7ceb0b8713a5dbff3a47b23123eebd8c61147a",
          "body": "Fix safe type expansion for incremental models",
          "is_bot": false,
          "headline": "Merge pull request #731 from dbt-msft/fix/safe-type-expansion",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-07-01T01:44:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cfa5086a181fc2199340beab195ef917295a5867",
          "body": "[pre-commit.ci] pre-commit autoupdate",
          "is_bot": false,
          "headline": "Merge pull request #720 from dbt-msft/pre-commit-ci-update-config",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-07-01T01:44:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "803412436871694e580cd6b03fb3e8d48d2d94a1",
          "body": "…b-actions-updates-640176b5ab\n\nchore(deps): bump actions/checkout from 6 to 7 in the github-actions-updates group",
          "is_bot": false,
          "headline": "Merge pull request #727 from dbt-msft/dependabot/github_actions/githu…",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-06-30T15:41:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "901d4f442a10afc0344f71018d45049d647ae144",
          "body": "…and add test for widening",
          "is_bot": false,
          "headline": "fix: set default value for column_type_expansion_max_rows to 1000000 …",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-06-30T15:39:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c060e74e932e09b44d150fe3d8d609c86951090",
          "body": "feat: SQL Server 2025 support (plus as_columnstore docs and a store-failures regression test)",
          "is_bot": false,
          "headline": "Merge pull request #728 from joshmarkovic/feat/sql-server-2025",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-06-30T15:39:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f04d8015199e8a06956a3599ef82c8cb2cd7c4b8",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'master' into feat/sql-server-2025",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-06-30T15:38:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "10e1c77c5c205cfdaeb63dac412ad015fa5aadee",
          "body": "docs: correct stale version, release, and CI references",
          "is_bot": false,
          "headline": "Merge pull request #729 from joshmarkovic/fix/docs-drift",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-06-30T03:36:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "216e00aee3883c91f31ea42fc46b078b9f9cfe46",
          "body": "- README: the adapter requires dbt-core 1.10+ (pyproject pins\n  >=1.10.0,<2.0), not 0.14; update the versioning example to 1.10.x.\n- CONTRIBUTING: drop the `integration-tests-azure` pipeline from the\n  list; no such workflow exists under .github/workflows.\n- CONTRIBUTING: releases are cut by publish\n[…]\n (the\n  release-version workflow triggers on release publish, not a bare tag\n  push), and the dbt-core constraint lives in pyproject.toml\n  dependencies, not a `dbt_version` in a nonexistent setup.py.",
          "is_bot": false,
          "headline": "docs: correct stale version, release, and CI references",
          "author_name": "Josh Markovic",
          "author_login": "joshmarkovic",
          "committed_at": "2026-06-29T20:09:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6b0c70b9623aa5a22a3c6a12f998ea8850c72830",
          "body": "updates:\n- [github.com/astral-sh/ruff-pre-commit: v0.15.17 → v0.15.20](https://github.com/astral-sh/ruff-pre-commit/compare/v0.15.17...v0.15.20)",
          "is_bot": true,
          "headline": "[pre-commit.ci] pre-commit autoupdate",
          "author_name": "pre-commit-ci[bot]",
          "author_login": "pre-commit-ci[bot]",
          "committed_at": "2026-06-29T20:08:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8d9d883ae56f0bde6744bea40d8b523392c5a710",
          "body": "The index feature emits OPTIMIZE_FOR_SEQUENTIAL_KEY and RESUMABLE (plus\nRESUMABLE's MAX_DURATION) unconditionally. These are only recognized on\nSQL Server 2019 (major 15)+, so on a genuine 2017 engine the CREATE INDEX\nfails with \"is not a recognized CREATE INDEX option\" (msg 155).\n\nThis was masked u\n[…]\nout them instead of failing. ONLINE is kept (recognized on\n2017, edition-gated not version-gated). Behavior on 2019+ is unchanged.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: gate 2019+ CREATE INDEX options on detected engine version",
          "author_name": "Josh Markovic",
          "author_login": "joshmarkovic",
          "committed_at": "2026-06-27T15:33:54Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ad899620908439470bd182095dfec68ed5a3c52e",
          "body": "Addresses @axellpadilla's review on #721.\n\n- integration tests: make 2025 the matrix baseline, replacing 2022 as the\n  latest tier. Keep 2017, 2019 and 2022 as single legacy rows so all four\n  versions stay covered by CI.\n- README: remove the duplicate \"Supported SQL Server versions\" heading and\n  the Azure SQL Database / Managed Instance rows that were marked tested.\n  Azure is now described as not covered by CI but expected to be compatible.",
          "is_bot": false,
          "headline": "ci: promote SQL Server 2025 to baseline and fix README support section",
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          "is_bot": false,
          "headline": "Merge pull request #722 from dbt-msft/fix/devcontainer-odbc-env-standard",
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          "headline": "Relocate SQLSERVER_TEST_DRIVER to setup_env.sh to comply with no spaces.",
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          "is_bot": true,
          "headline": "[pre-commit.ci] auto fixes from pre-commit.com hooks",
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          "is_bot": false,
          "headline": "test: keep empty audit table on passing store-failures run (#601)",
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          "is_bot": false,
          "headline": "docs: document the as_columnstore table config",
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          "body": "Cover SQL Server 2025 in the integration-test matrix (pyodbc and mssql-python on Python 3.13 / ODBC Driver 18) and add it to the published server CI images.\n\nRename the server Dockerfile build arg SQLServer_VERSION to MSSQL_VERSION to match the build-arg the workflow already passes; with the old name the matrix version was ignored and every image used the 2022 default.\n\nDocument 2025 as a supported version and refresh the stale dbt-core 0.14 compatibility note to 1.10.",
          "is_bot": false,
          "headline": "feat: add SQL Server 2025 support",
          "author_name": "Josh Markovic",
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          "is_bot": false,
          "headline": "Merge pull request #716 from joshmarkovic/fix/audit-quick-wins-2",
          "author_name": "Axell Padilla",
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          "body": "sqlserver__create_or_replace_clone was unreachable (sqlserver__can_clone_table returns False and dbt-core provides default__create_or_replace_clone) and emitted invalid T-SQL. The unused 'tst' set block in create_view_as is also removed.",
          "is_bot": false,
          "headline": "chore: remove dead clone macro and unused view scaffolding variable",
          "author_name": "Josh Markovic",
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          "body": "requires-python is >=3.10; the 3.9 images were unused by the unit/integration/release workflows.",
          "is_bot": false,
          "headline": "ci: drop Python 3.9 from publish-docker matrix",
          "author_name": "Josh Markovic",
          "author_login": "joshmarkovic",
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          "headline": "Merge remote-tracking branch 'origin/master' into fix/missing-type-ha…",
          "author_name": "Axell Padilla",
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          "body": "Implements `dbt_sqlserver_use_dbt_transactions` behavior flag",
          "is_bot": false,
          "headline": "Merge pull request #710 from dbt-msft/fix/708-dbt-transactions",
          "author_name": "Axell Padilla",
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          "committed_at": "2026-06-20T05:20:04Z",
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          "body": "…g is on; add snapshot functional test",
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          "headline": "review: conditionally skip nested transaction in DML refresh when fla…",
          "author_name": "Axell Padilla",
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          "body": "…saction support\n\nAdds a behavior flag that makes dbt transaction hooks (begin/commit/rollback)\nemit real T-SQL statements instead of being no-ops. The flag is stored at\nboth class level (for dbt-core's classmethod-based _rollback_handle) and\ninstance level (for add_begin_query/add_commit_query).\n\n-\n[…]\nsts: begin/commit/rollback behavior under both flag states\n- Functional tests: table/view/incremental materializations, rollback\n  with and without flag, after-commit hooks, failed-then-successful run",
          "is_bot": false,
          "headline": "feat: add dbt_sqlserver_use_dbt_transactions flag for real T-SQL tran…",
          "author_name": "Axell Padilla",
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          "committed_at": "2026-06-20T05:05:37Z",
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          "body": "for more information, see https://pre-commit.ci",
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          "headline": "[pre-commit.ci] auto fixes from pre-commit.com hooks",
          "author_name": "pre-commit-ci[bot]",
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          "body": null,
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          "headline": "Merge branch 'master' into fix/missing-type-handling",
          "author_name": "Axell Padilla",
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          "oid": "9f86896cc8f36c4794912cf5eccb49275ebebd86",
          "body": "…indexes\n\n#535 Postgres style indexes",
          "is_bot": false,
          "headline": "Merge pull request #714 from Benjamin-Knight/feat/535-postgres-style-…",
          "author_name": "Axell Padilla",
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        {
          "oid": "35cce4933d51f235bb431096b6a5e18b2a2759c6",
          "body": "The previous underscore-joined approach could not distinguish\ncolumns=['a','b']\nfrom columns=['a'] with included_columns=['b'] since both produced the\nsame\nflat string 'a_b'. Using structured JSON with explicit field boundaries\npreserves the distinction.\nFix hash collision between key and included c\n[…]\no\ncolumns=['a','b'] produced the same hash as columns=['a'] with\nincluded_columns=['b']. Switch to structured JSON identity with named\nkeys\nso fields are distinguished regardless of grouping or order.",
          "is_bot": false,
          "headline": "Fix hash collision between key and included columns",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-06-19T07:57:49Z",
          "body_truncated": true,
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        {
          "oid": "add49ed3a19b791cc90472d873583dd937025fd8",
          "body": "- Remove duplicate AdapterSpecificConfigs class attribute\n- Run ONLINE/RESUMABLE index creates outside the reconcile transaction\n  (SQL Server forbids RESUMABLE in a user transaction; an ONLINE build\n  wrapped in one holds its locks until commit, negating the non-blocking\n  intent). index_changes no\n[…]\nn; not a framework hook)\n- Fix indexes config type hint Tuple[X] -> Tuple[X, ...]\n- black/isort formatting on test_index_macros.py\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: address review findings on indexes feature",
          "author_name": "Ben Knight",
          "author_login": "Benjamin-Knight",
          "committed_at": "2026-06-19T07:56:49Z",
          "body_truncated": true,
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        },
        {
          "oid": "201a1c2fd4c2df27e0598bac56e777d3c878f467",
          "body": "describe_indexes only hinted sys.indexes with NOLOCK; the OUTER APPLY\nreads of sys.index_columns, sys.columns and sys.partitions took shared\nlocks, so introspection queued on LCK_M_S behind concurrent index DDL on\nthe same table. Apply information_schema_hints() to every catalog read so\nthe whole metadata query is lock-free, matching the rest of the file.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: lock-free index introspection across all catalog views",
          "author_name": "Ben Knight",
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          "committed_at": "2026-06-19T07:56:49Z",
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          "body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: changelog for the indexes feature set; SQL Server 2017 floor note",
          "author_name": "Ben Knight",
          "author_login": "Benjamin-Knight",
          "committed_at": "2026-06-19T07:56:49Z",
          "body_truncated": false,
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        },
        {
          "oid": "396b22e1312790e9de86278066cb3a087a8f849d",
          "body": "- Reconcile drops+creates now execute as ONE transactional batch\n  (set xact_abort on) so a definition change is atomic: no window where a\n  replacement index or its uniqueness enforcement is missing, on any of\n  the three reconcile surfaces.\n- drop_unmanaged_indexes is validated in validate_indexes\n[…]\nbbers\n  them; snapshot with clustered index rejects default as_columnstore;\n  invalid drop_unmanaged_indexes fails on first build.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: review findings - atomic reconcile, early validation, dead rule",
          "author_name": "Ben Knight",
          "author_login": "Benjamin-Knight",
          "committed_at": "2026-06-19T07:56:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "dc7384f3d7f6885c60eace4948a485bfed8a6d9d",
          "body": "Create macro: per-column DESC, ]] identifier escaping, WHERE clause for\nfiltered indexes, and a full WITH assembly (data_compression, fillfactor,\npad_index, ignore_dup_key, optimize_for_sequential_key, sort_in_tempdb,\nplus build_options passthrough). Describe macro: descending key columns,\nfilter_de\n[…]\nfunctional fixture: the engine forbids\nIGNORE_DUP_KEY on filtered indexes, so ignore_dup_key x where now fails\nfast at parse time.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: emit full option surface in create-index macro; richer describe",
          "author_name": "Ben Knight",
          "author_login": "Benjamin-Knight",
          "committed_at": "2026-06-19T07:56:30Z",
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        },
        {
          "oid": "1dbe6edb074cae46438d98d6a9f9587990f41b3a",
          "body": "online, maxdop, resumable, max_duration, allow_row_locks,\nallow_page_locks, statistics_norecompute, statistics_incremental and\ncompression_delay flow through to the WITH clause. Excluded from the name\nhash and from equality: they affect how an index is built, not what it is,\nso toggling them must never trigger a drop/recreate on reconcile. Unknown\nkeys fail validation with the allowed list.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: build_options passthrough for CREATE INDEX build-time options",
          "author_name": "Ben Knight",
          "author_login": "Benjamin-Knight",
          "committed_at": "2026-06-19T07:56:30Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "8af3951a926c2cad19ae55c1ec9bb9e83ab58990",
          "body": "New fields: per-column direction ({'column': n, 'desc': true} entries,\nnormalized into descending_columns), where (filtered indexes, nonclustered\nand columnstore), fillfactor/pad_index, ignore_dup_key (unique rowstore),\noptimize_for_sequential_key (rowstore, 2019+), and columnstore /\ncolumnstore_arc\n[…]\npressible in config rather\nthan falling back to post-hooks, keeping definitions machine-readable for\nthe planned prebuilt feature.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: full definition-option coverage for the indexes config",
          "author_name": "Ben Knight",
          "author_login": "Benjamin-Knight",
          "committed_at": "2026-06-19T07:56:30Z",
          "body_truncated": true,
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        },
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          "body": "dbt fires anonymous-usage telemetry and a PyPI version check on every\ninvocation; under the test harness that is one to three in-process\nrun_dbt() calls per functional test. On sandboxed or offline networks\n(devcontainers, some CI runners) those requests stall with variable\ntimeouts - measured 21-95\n[…]\n which\ninflated the functional suite from ~17s to ~96s per test. Even with a\nworking network they are wasted cycles in a test run.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: disable dbt telemetry and version check in test env",
          "author_name": "Ben Knight",
          "author_login": "Benjamin-Knight",
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          "oid": "c358d4c0892a4ea7afad940d9f1d5741989d7f07",
          "body": "Coverage baseline on relation_configs (99%, single defensive re-raise\nuncovered) exposed that dbtClassMixin/mashumaro silently replaces any\nfrom_dict defined in the class body with a generated method - our\nnormalization override was dead code, so data_compression: PAGE/NONE\n(uppercase) failed valida\n[…]\nzing. Normalization now\nhappens in parse(), the raw-config entry point, and the dead override is\nremoved with an explanatory note.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: add pytest-cov; fix dead from_dict override found by coverage",
          "author_name": "Ben Knight",
          "author_login": "Benjamin-Knight",
          "committed_at": "2026-06-19T07:56:30Z",
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                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 6/12 approved changesets -- score normalized to 5",
                "points": 7.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "followers": 47,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "dbt-msft",
              "public_repos": 9,
              "account_age_days": 2092
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "47 followers of dbt-msft",
                "points": 12.1,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 47,
                      "login": "dbt-msft"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "9 public repos, account ~5 yr old",
                "points": 18.7,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 9
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 5
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "dbt-sqlserver"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 4
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 4 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 4
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "71 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 71
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 76,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "name": "Engineering practices",
            "note": null,
            "notes": [],
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            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
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                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "12 out of 12 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [
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                "azure-sql",
                "azure-sql-db",
                "transact-sql",
                "tsql",
                "microsoft",
                "microsoft-sql-server",
                "dbt",
                "mssql",
                "t-sql",
                "data-engineering",
                "analytics-engineering",
                "sql"
              ],
              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "14 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 14
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 62,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 53,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 5.3
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "12 out of 12 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 6/12 approved changesets -- score normalized to 5",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 10 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 17 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "7 existing vulnerabilities detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:dbt-sqlserver@1.10.1 runtime dependency closure — what installing the published package pulls in — 57 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:dbt-sqlserver@1.10.1",
                  "assessed": 57
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              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 57,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
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                ],
                "max_points": 40
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            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 57,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 8
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 71,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
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              "legible_history_share": 0.833,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "no_agent_instructions",
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                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
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                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 80,
                      "sampled": 96
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                  }
                ],
                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
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            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "has_nix": false,
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              "lockfiles": [
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              "has_dockerfile": true,
              "typed_language": false,
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              "has_devcontainer": true,
              "has_linter_config": true,
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              "agent_commit_share": 0.25,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.01
            },
            "components": [
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                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "dbt/adapters/sqlserver/py.typed",
                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                      "files": "dbt/adapters/sqlserver/py.typed"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, Dockerfile, lockfile"
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "25 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
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                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "1 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 67873,
              "source_files_sampled": 99,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
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