公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-27 04:19 UTC

dbt-msft / dbt-sqlserver

dbt adapter for SQL Server and Azure SQL

PythonMIT★ 252 星标⑂ 113 复刻始于 2019年6月在 GitHub 上查看 ↗

dbt-msft/dbt-sqlserver 的健康指数为 100 分中的 74 分,处于「良好」区间。 其得分最高的类别是Vitality(83/100),最低的是Security(62/100)。 最近一次更新在今天。 近期的大部分工作由 2 位贡献者完成。

74
总分 / 100
良好

软件健康指数

指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均;当公开证据触发高风险司法辖区政策时,评级会按政策调整,并设置 49(有风险)的上限。AI 就绪度不计入总体分。

74
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形,而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

所有权

47 关注者9 个公开仓库始于 2020年11月

该仓库由组织支持——共同承担、可问责的托管责任,可延续于任何单一维护者之后。

软件包生态系统

注册表软件包版本月下载量版本数最近发布
PyPIdbt-sqlserver1.10.1172,366714 天前

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?

83良好 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
13.2/36提交节奏 — 52 周中有 19 周有提交
18/18提交量 — 最近一年 257 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 17 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year257
human_commit_share0.96
days_since_last_push0
active_weeks_last_year19

发布纪律

92优秀
评分方式
27/27有发布版本 — 已发布 65 个发布版本
36/36发布时效 — 最近一次发布版本于 0 天前
19.8/27发布节奏 — 约每 46.6 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count65
latest_release_tagv1.11.0rc1
releases_from_tags
days_since_latest_release0
mean_days_between_releases46.6
已排除计分(无数据或不适用):OpenSSF Scorecard:Signed-Releases。 其余权重已重新归一化。

社区与采用

项目是否拥有用户、下载量与关注度,并具备欢迎贡献者参与的配置?

71良好 · 占总体的 18%
评分方式
38.9/60星标 — 252 个星标
17.1/25复刻 — 113 个复刻
5/15关注者 — 9 位关注者
所用输入
forks113
stars252
watchers9
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

70良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(MIT)
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template
评分方式
69.8/80月度下载量 — pypi 合计每月 172,366 次下载
0/20注册表被依赖数 — 该生态系统不报告此项
所用输入
packagesdbt-sqlserver
dependents
ecosystemspypi
total_downloads
monthly_downloads172,366
已排除计分(无数据或不适用):注册表被依赖数。 其余权重已重新归一化。

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持,以及软件包的维护状况?

74良好 · 占总体的 24%
评分方式
25.2/54巴士系数 — 2 位贡献者贡献了半数提交
15.6/22.5提交分布 — 头号贡献者编写了 31% 的提交
13.5/13.5贡献者广度 — 34 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 10 contributing companies or organizations
所用输入
bus_factor2
contributors_sampled34
top_contributor_share0.307
评分方式
43.7/46.8议题解决 — 94% 的议题已关闭
26/38.3PR 接受 — 已裁定的 PR 中 287/422 已合并
7.5/15OpenSSF Scorecard:Code-Review — Found 6/12 approved changesets -- score normalized to 5
所用输入
merged_prs287
open_issues18
closed_issues259
issue_closed_ratio0.935
closed_unmerged_prs135
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
12.1/25所有者影响力 — dbt-msft 有 47 位关注者
18.7/25既往记录 — 9 个公开仓库,账户约 5 年
所用输入
followers47
owner_typeOrganization
is_verified
owner_logindbt-msft
public_repos9
account_age_days2,092
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
35/35发布时效 — 最近一次发布于 4 天前
20/20版本历史 — 71 个已发布版本
20/20未被弃用 — 活跃,未被弃用或撤回
所用输入
packagesdbt-sqlserver
ecosystemspypi
any_deprecated
min_days_since_publish4

工程质量

基础的工程与文档实践是否到位?

76良好 · 占总体的 20%

工程实践

94优秀
评分方式
24/24CI 工作流 — 4 个工作流
24/24存在测试
16/16Linter 配置
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 12 out of 12 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

50中等
评分方式
30/30README
0/25文档目录
0/15文档 / 主页站点
10/10仓库描述
10/10主题标签 — 14 个主题标签
0/10Wiki
所用输入
topicsdbt-sqlserver, sql-server, azure-sql, azure-sql-db, transact-sql, tsql, microsoft, microsoft-sql-server, dbt, mssql, t-sql, data-engineering, analytics-engineering, sql
has_wiki
homepage
has_readme
has_docs_dir
has_description

安全

可见的安全与供应链实践是否稳固,且不存在未解决的高风险司法辖区暴露?

62中等 · 占总体的 16%

安全态势

53中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 12 out of 12 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3.8/7.5Code-Review — Found 6/12 approved changesets -- score normalized to 5
2.5/2.5Contributors — project has 10 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 17 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
2.2/7.5Vulnerabilities — 7 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.3
已排除计分(无数据或不适用):signed_releases。 其余权重已重新归一化。
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
25/25间接依赖不含已知公告 — 没有间接依赖携带已知公告
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories0
affected_packages0
assessed_packages57
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
已排除计分(无数据或不适用):没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:dbt-sqlserver@1.10.1 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 57 个软件包。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?这是一枚独立的实验性徽章——权重为 0.0,因此单独呈现,不影响总体健康评分。

71良好 · 占总体的 0%
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 96 次人类提交中有 80 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.833
agent_instruction_files
agent_instruction_max_bytes
评分方式
18/18一条命令的引导启动 — Makefile
22/22自动化测试
11/11Lint / 格式化配置
11/11静态类型检查 — dbt/adapters/sqlserver/py.typed
10/10可复现环境 — devcontainer, Dockerfile, lockfile
10/10已体现的代理实践 — 最近 100 次提交中有 25 次由代理编写或署名代理
8/8自动化维护 — 最近 100 次提交中有 1 次为自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfilesuv.lock
has_dockerfile
typed_language
bootstrap_filesMakefile
has_devcontainer
has_linter_config
typecheck_configsdbt/adapters/sqlserver/py.typed
agent_commit_share0.25
toolchain_manifests
dependency_bot_commit_share0.01
评分方式
27/45可类型检查的代码 — Python,已配置类型检查(dbt/adapters/sqlserver/py.typed)
54.4/55可控的文件大小 — 采样的 99 个源文件中有 1 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes67,873
source_files_sampled99
oversized_source_files1

关键数据

252GitHub 星标
34贡献者
257最近 12 个月提交数
0距最近推送天数
65发布版本数
2巴士系数(bus factor)
18开放议题
PyPI软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

更多细节

Star 与 Fork 历史 0 ★ / 113 ⇿
0Star
113Fork
62发布

每颗 star 和每个 fork 的添加时间,来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方,二者可相互对照:稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时,它会作为增长真实性予以报告。

02040608010012010932019-072023-012026-07
主版本 1次版本 13修订 25

每个点涵盖 7 天。

OpenSSF Scorecard 5.3 / 10
5.3综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-07-27 04:18 UTC

10Binary-Artifactsno binaries found in the repo
1Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests12 out of 12 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
5Code-ReviewFound 6/12 approved changesets -- score normalized to 5
10Contributorsproject has 10 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 17 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
3Vulnerabilities7 existing vulnerabilities detected
直接依赖 4
注册表软件包版本约束清单文件
PyPIdbt-core>=1.11.0,<2.0pyproject.toml
PyPIdbt-common>=1.22.0,<2.0pyproject.toml
PyPIdbt-adapters>=1.24.1,<2.0pyproject.toml
PyPIpyodbc>=5.2.0pyproject.toml
全部依赖 144

来自 GitHub 依赖图的完整解析依赖集合:8 个直接依赖与 136 个间接(传递)软件包。仓库提交锁文件时,传递闭包才是完整的。

注册表软件包版本关系
PyPIdbt-adapters直接
PyPIdbt-adapters1.24.1直接
PyPIdbt-common直接
PyPIdbt-common1.38.0直接
PyPIdbt-core直接
PyPIdbt-core1.11.12直接
PyPIpyodbc直接
PyPIpyodbc5.3.0直接
PyPIagate1.9.1间接
PyPIannotated-types0.7.0间接
PyPIast-serialize0.5.0间接
PyPIasttokens3.0.1间接
PyPIattrs26.1.0间接
PyPIazure-core1.41.0间接
PyPIazure-identity间接
PyPIazure-identity1.25.3间接
PyPIbabel2.18.0间接
PyPIbackports-tarfile1.2.0间接
PyPIbuild1.5.0间接
PyPIbump2version1.0.1间接
PyPIbumpversion0.6.0间接
PyPIcachetools7.1.3间接
PyPIcertifi2026.4.22间接
PyPIcffi2.0.0间接
PyPIcfgv3.5.0间接
PyPIcharset-normalizer3.4.7间接
PyPIclick8.4.0间接
PyPIcolorama0.4.6间接
PyPIcoverage7.14.1间接
PyPIcryptography48.0.0间接
PyPIdaff1.4.2间接
PyPIdbt-extractor0.6.0间接
PyPIdbt-protos1.0.498间接
PyPIdbt-semantic-interfaces0.9.0间接
PyPIdbt-tests-adapter间接
PyPIdbt-tests-adapter1.20.0间接
PyPIdecorator5.3.1间接
PyPIdeepdiff8.6.2间接
PyPIdistlib0.4.0间接
PyPIdocutils0.22.4间接
PyPIexecnet2.1.2间接
PyPIexecuting2.2.1间接
PyPIfilelock3.29.0间接
PyPIflaky3.8.1间接
PyPIfreezegun1.4.0间接
PyPIfreezegun1.5.5间接
PyPIid1.6.1间接
PyPIidentify2.6.19间接
PyPIidna3.15间接
PyPIimportlib-metadata8.9.0间接
PyPIiniconfig2.3.0间接
PyPIipdb0.13.13间接
PyPIipython9.13.0间接
PyPIipython-pygments-lexers1.1.1间接
PyPIisodate0.7.2间接
PyPIjaraco-classes3.4.0间接
PyPIjaraco-context6.1.2间接
PyPIjaraco-functools4.5.0间接
PyPIjedi0.20.0间接
PyPIjeepney0.9.0间接
PyPIjinja23.1.6间接
PyPIjsonschema4.26.0间接
PyPIjsonschema-specifications2025.9.1间接
PyPIkeyring25.7.0间接
PyPIleather0.4.1间接
PyPIlibrt0.11.0间接
PyPImarkdown-it-py4.2.0间接
PyPImarkupsafe3.0.3间接
PyPImashumaro3.14间接
PyPImatplotlib-inline0.2.2间接
PyPImdurl0.1.2间接
PyPImore-itertools10.8.0间接
PyPImsal1.36.0间接
PyPImsal-extensions1.3.1间接
PyPImsgpack1.1.2间接
PyPImssql-python1.7.1间接
PyPImypy1.11.2间接
PyPImypy2.1.0间接
PyPImypy-extensions1.1.0间接
PyPInetworkx3.6.1间接
PyPInh30.3.5间接
PyPInodeenv1.10.0间接
PyPIorderly-set5.5.0间接
PyPIpackaging26.2间接
PyPIparsedatetime2.6间接
PyPIparso0.8.7间接
PyPIpathspec0.12.1间接
PyPIpexpect4.9.0间接
PyPIplatformdirs4.9.6间接
PyPIpluggy1.6.0间接
PyPIpre-commit4.6.0间接
PyPIprompt-toolkit3.0.52间接
PyPIprotobuf6.33.6间接
PyPIpsutil7.2.2间接
PyPIptyprocess0.7.0间接
PyPIpure-eval0.2.3间接
PyPIpycparser3.0间接
PyPIpydantic2.13.4间接
PyPIpydantic-core2.46.4间接
PyPIpygments2.20.0间接
PyPIpyjwt2.12.1间接
PyPIpyproject-api1.10.0间接
PyPIpyproject-hooks1.2.0间接
PyPIpytest9.0.3间接
PyPIpytest-cov7.1.0间接
PyPIpytest-csv3.0.0间接
PyPIpytest-dotenv0.5.2间接
PyPIpytest-xdist3.8.0间接
PyPIpython-dateutil2.9.0.post0间接
PyPIpython-discovery1.3.1间接
PyPIpython-dotenv1.2.2间接
PyPIpython-slugify8.0.4间接
PyPIpytimeparse1.1.8间接
PyPIpytz2026.2间接
PyPIpywin32-ctypes0.2.3间接
PyPIpyyaml6.0.3间接
PyPIreadme-renderer44.0间接
PyPIreferencing0.37.0间接
PyPIrequests2.34.2间接
PyPIrequests-toolbelt1.0.0间接
PyPIrfc39862.0.0间接
PyPIrich15.0.0间接
PyPIrpds-py0.30.0间接
PyPIruff0.15.13间接
PyPIsecretstorage3.5.0间接
PyPIsetuptools间接
PyPIsix1.17.0间接
PyPIsnowplow-tracker1.1.0间接
PyPIsqlparse0.5.5间接
PyPIstack-data0.6.3间接
PyPItext-unidecode1.3间接
PyPItomli2.4.1间接
PyPItomli-w1.2.0间接
PyPItox间接
PyPItox4.54.0间接
PyPItraitlets5.15.0间接
PyPItwine6.2.0间接
PyPItyping-extensions4.15.0间接
PyPItyping-inspection0.4.2间接
PyPItzdata2026.2间接
PyPIurllib32.7.0间接
PyPIvirtualenv21.3.3间接
PyPIwcwidth0.7.0间接
PyPIzipp4.1.0间接
依赖安全公告 0

安装 pypi:dbt-sqlserver@1.10.1 会引入 57 个包(直接与传递):其中 0 个存在已知公告,0 个为直接依赖。

没有已知公告影响已评估的依赖。

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析,且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [
        "dbt-sqlserver",
        "sql-server",
        "azure-sql",
        "azure-sql-db",
        "transact-sql",
        "tsql",
        "microsoft",
        "microsoft-sql-server",
        "dbt",
        "mssql",
        "t-sql",
        "data-engineering",
        "analytics-engineering",
        "sql"
      ],
      "is_fork": false,
      "size_kb": 2087,
      "has_wiki": false,
      "homepage": null,
      "languages": {
        "TSQL": 43350,
        "Shell": 3194,
        "Python": 647378,
        "Makefile": 1988,
        "Dockerfile": 2387
      },
      "pushed_at": "2026-07-27T04:16:43Z",
      "created_at": "2019-06-25T20:14:56Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-27T03:52:41Z",
      "description": "dbt adapter for SQL Server and Azure SQL",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "master",
      "license_spdx_raw": "MIT",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": null,
      "name": "dbt + MSFT SQL",
      "type": "Organization",
      "login": "dbt-msft",
      "company": null,
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          "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",
          "author_name": "Josh Markovic",
          "author_login": "joshmarkovic",
          "committed_at": "2026-06-25T14:42:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4938cf2b39e534b35878b7bd7531665ec34911e6",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'master' into feat/sql-server-2025",
          "author_name": "joshmarkovic",
          "author_login": "joshmarkovic",
          "committed_at": "2026-06-25T03:34:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c137d8053e7fcdc40aec19b08a1d8d599827861f",
          "body": "Co-authored-by: Axell Padilla <68310020+axellpadilla@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Update README.md",
          "author_name": "joshmarkovic",
          "author_login": "joshmarkovic",
          "committed_at": "2026-06-25T03:26:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bddbfe8b1430eaab580ac82c7f0d3465bffc5d18",
          "body": "Bumps the github-actions-updates group with 1 update: [actions/checkout](https://github.com/actions/checkout).\n\n\nUpdates `actions/checkout` from 6 to 7\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits\n[…]\nendency-version: '7'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n  dependency-group: github-actions-updates\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump actions/checkout in the github-actions-updates group",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-25T03:22:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8298b7be288acc81e834243b4985bc312befd3c8",
          "body": "Add CHANGELOG entries for v1.10.1 release",
          "is_bot": false,
          "headline": "Merge pull request #724 from dbt-msft/feat/v1.10.1-changelog-review",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-06-25T03:15:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c0298e25f2926dcfb4b33ebf95f1f07b92220c80",
          "body": "Includes bugfixes for hook transaction safety, columnstore guards, query_tag escaping, float mapping, default port, drop_schema_name, and access token errors. New features for dbt transaction handling, types, persist_docs, and mssql-python backend. Internal improvements consolidating linting to Ruff and dependency updates.",
          "is_bot": false,
          "headline": "Add CHANGELOG entries for v1.10.1 release",
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          "headline": "Merge pull request #702 from dbt-msft/fix/missing-type-handling",
          "author_name": "Axell Padilla",
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          "body": "… as integer",
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          "headline": "Remove PostgreSQL types from SQL Server integer detection and doc bit…",
          "author_name": "Axell Padilla",
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          "headline": "Merge pull request #723 from dbt-msft/fix/devcontainer-odbc-env-standard",
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          "body": "Relocate SQLSERVER_TEST_DRIVER to setup_env.sh to comply with no spaces.",
          "is_bot": false,
          "headline": "Merge pull request #722 from dbt-msft/fix/devcontainer-odbc-env-standard",
          "author_name": "Axell Padilla",
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          "is_bot": false,
          "headline": "Relocate SQLSERVER_TEST_DRIVER to setup_env.sh to comply with no spaces.",
          "author_name": "Axell Padilla",
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          "committed_at": "2026-06-25T01:43:15Z",
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          "oid": "66634a1c6f2e9b8638c7e0508f565520312feca1",
          "body": "for more information, see https://pre-commit.ci",
          "is_bot": true,
          "headline": "[pre-commit.ci] auto fixes from pre-commit.com hooks",
          "author_name": "pre-commit-ci[bot]",
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          "committed_at": "2026-06-24T20:30:43Z",
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          "oid": "7d8e90b0fa0f43cb6184aaf9500f6338763d3b78",
          "body": "A passing test run with --store-failures must replace prior failures with an empty audit table rather than drop it. Adds a functional regression test for dbt-msft/dbt-sqlserver#601.",
          "is_bot": false,
          "headline": "test: keep empty audit table on passing store-failures run (#601)",
          "author_name": "Josh Markovic",
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        {
          "oid": "391080c38043f277d530a70cab4a7c111222a053",
          "body": "Explain that table materializations build a clustered columnstore index by default, and that as_columnstore: false is required for tables with (n)varchar(max)/LOB columns such as dbt store_failures audit tables.",
          "is_bot": false,
          "headline": "docs: document the as_columnstore table config",
          "author_name": "Josh Markovic",
          "author_login": "joshmarkovic",
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        },
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          "oid": "703862b68734b806c42cf8fc8d86fd248633f8aa",
          "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",
          "author_login": "joshmarkovic",
          "committed_at": "2026-06-24T19:58:04Z",
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          "oid": "d4ecf7ee8df575f777a27d4fb88c2b3ac0d6ff20",
          "body": "Quick-win fixes: badge, exception type, is_integer, CI matrix, dead code",
          "is_bot": false,
          "headline": "Merge pull request #716 from joshmarkovic/fix/audit-quick-wins-2",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-06-22T20:32:50Z",
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        },
        {
          "oid": "39740efbd1f0b8cdff643e9fb7284742b5dc51b5",
          "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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          "committed_at": "2026-06-22T18:37:05Z",
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        },
        {
          "oid": "8bbc92eca609bf689db2a9b32544f53b3c9c066c",
          "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",
          "committed_at": "2026-06-22T18:37:05Z",
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        },
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          "oid": "fb744c050ef751028c6b2a5b3b3fd24224cb8c7e",
          "body": "…ndling",
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/master' into fix/missing-type-ha…",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-06-20T05:28:36Z",
          "body_truncated": false,
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        },
        {
          "oid": "68f7a363c8e399bbb9edbb9c8b4224fe64886de0",
          "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",
          "author_login": "axellpadilla",
          "committed_at": "2026-06-20T05:20:04Z",
          "body_truncated": false,
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        },
        {
          "oid": "2e1c6057d1731b2f9595b5ba3019688d57a14b4c",
          "body": "…g is on; add snapshot functional test",
          "is_bot": false,
          "headline": "review: conditionally skip nested transaction in DML refresh when fla…",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-06-20T05:15:43Z",
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        },
        {
          "oid": "5e9b03331749c486b77a344d5660fa30ed3b6c5e",
          "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",
          "author_login": "axellpadilla",
          "committed_at": "2026-06-20T05:05:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "57decae39904cf08d474ffeecf95a78666c57b0d",
          "body": "for more information, see https://pre-commit.ci",
          "is_bot": true,
          "headline": "[pre-commit.ci] auto fixes from pre-commit.com hooks",
          "author_name": "pre-commit-ci[bot]",
          "author_login": "pre-commit-ci[bot]",
          "committed_at": "2026-06-20T03:39:56Z",
          "body_truncated": false,
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        },
        {
          "oid": "425b86b967c0f11708d622eab7a22508eefe5580",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'master' into fix/missing-type-handling",
          "author_name": "Axell Padilla",
          "author_login": "axellpadilla",
          "committed_at": "2026-06-20T03:39:43Z",
          "body_truncated": false,
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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",
          "author_login": "axellpadilla",
          "committed_at": "2026-06-20T03:38:24Z",
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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,
          "is_coding_agent": false
        },
        {
          "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,
          "is_coding_agent": true
        },
        {
          "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",
          "author_login": "Benjamin-Knight",
          "committed_at": "2026-06-19T07:56:49Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "b18575fc2423da7616f0caf220a480cf566bf9ac",
          "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,
          "is_coding_agent": true
        },
        {
          "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",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "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,
          "is_coding_agent": true
        },
        {
          "oid": "c21022ce1e222578db45829bc6b2fc906e09ce02",
          "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",
          "committed_at": "2026-06-19T07:56:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "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",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "da44288833fd1873878f72766d51929d30564e3a",
          "body": "adapter.validate_indexes rejects more than one clustered entry and a\nclustered rowstore entry combined with as_columnstore=true (the default),\nreplacing the opaque engine error 'Cannot create more than one clustered\nindex' with an actionable message. Called from a new\nsqlserver__create_indexes overr\n[…]\nindexes.\nas_columnstore is only weighed for materializations that honor it\n(table/incremental/snapshot) - seeds never build a CCI.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: cross-config index validation",
          "author_name": "Ben Knight",
          "author_login": "Benjamin-Knight",
          "committed_at": "2026-06-19T07:56:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7f1c3a65427f4a8c43d5881d2a1ca8a2971166ce",
          "body": "New macros: sqlserver__describe_indexes (sys.indexes + STRING_AGG key/\ninclude columns, compression, constraint flags; SQL Server 2017+),\nsqlserver__get_drop_index_sql, and sqlserver__reconcile_indexes, which\ndiffs existing indexes against the indexes config via\nadapter.index_changes and applies dro\n[…]\nde_config now\nemits JSON-compatible types so reconcile creates can round-trip through\nparse_index (latent bug in the original PR).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: index reconciliation on persistent-table paths",
          "author_name": "Ben Knight",
          "author_login": "Benjamin-Knight",
          "committed_at": "2026-06-19T07:56:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "31b0622cfb9b953251c1d160f08465e914d817f4",
          "body": "index_config_changes() computes drops-before-creates from describe rows vs\nexpected configs using name-set arithmetic (deterministic names make name\nequality <=> definition equality). Hard exclusions in every mode:\nconstraint-backing indexes and legacy post-hook (clustered_/nonclustered_)\nnames. dro\n[…]\npace from aggregated\ncolumn lists, parses NULL/empty includes to empty sets, coerces unique to\nbool, and carries data_compression.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: index reconciliation diff engine",
          "author_name": "Ben Knight",
          "author_login": "Benjamin-Knight",
          "committed_at": "2026-06-19T07:56:30Z",
          "body_truncated": true,
          "is_coding_agent": true
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                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "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
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "71 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 71
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "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",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "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
                    }
                  }
                ],
                "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": [
                "dbt-sqlserver",
                "sql-server",
                "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
                    }
                  }
                ],
                "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",
            "band": "moderate",
            "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"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "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": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:dbt-sqlserver@1.10.1",
                  "assessed": 57
                }
              },
              {
                "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": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "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"
              ],
              "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": {
              "has_llms_txt": false,
              "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": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "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",
                "detail": "80 of 96 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 80,
                      "sampled": 96
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": true,
              "has_linter_config": true,
              "typecheck_configs": [
                "dbt/adapters/sqlserver/py.typed"
              ],
              "agent_commit_share": 0.25,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.01
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "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": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "dbt/adapters/sqlserver/py.typed"
                    }
                  }
                ],
                "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"
                    }
                  }
                ],
                "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": {
                      "count": 25,
                      "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",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (dbt/adapters/sqlserver/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "dbt/adapters/sqlserver/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/99 source files over 60KB",
                "points": 54.4,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 99,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-27T04:19:08.731693Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/dbt-msft/dbt-sqlserver.svg",
  "full_name": "dbt-msft/dbt-sqlserver",
  "license_state": "standard",
  "license_spdx": "MIT"
}

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计PyPI.