公开记录
软件健康报告模式 0.27.0 · 指标 2.3.1 · 2026-07-30 22:24 UTC

dbt-labs / dbt-adapters

PythonApache-2.0★ 225 星标⑂ 344 复刻始于 2023年8月在 GitHub 上查看 ↗
类型如何判定

dbt-labs/dbt-adapters 的健康指数为 100 分中的 93 分,处于「卓越」区间。 其得分最高的类别是Vitality(84/100),最低的是Security(68/100)。 最近一次更新在今天。 近期的大部分工作由 5 位贡献者完成。

93
总分 / 100
卓越

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,再依据公开记录的分布进行校准,使各等级具有百分位含义;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 34(存在风险)的上限。

93
卓越93-100公开记录中的最高层级(约前 5%);基本满足所有检验标准
优秀80-92各方面均表现强劲;仅有少量不足
良好65-79健康;不足之处有限且可控
中等50-64可接受,但存在明显不足;建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节;采用时应保持审慎
危急1-19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。

加权总体分 79 经校准后在公布的指数量表上为 93(记录校准 2026-08-02)。

所有权

dbt Labs组织
2,260 关注者407 个公开仓库始于 2016年4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

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?

84优秀 · 占总体的 21%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
35.3/36提交节奏 — 52 周中有 51 周有提交
18/18提交量 — 最近一年 514 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year514
human_commit_share1
days_since_last_push0
active_weeks_last_year51

发布纪律

61中等
评分方式
27/27有发布版本 — 已发布 26 个发布版本
7.2/36发布时效 — 最近一次发布版本于 602 天前
27/27发布节奏 — 约每 5.6 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count26
latest_release_tagv1.10.4
releases_from_tags
days_since_latest_release602
mean_days_between_releases5.6

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?

82优秀 · 占总体的 17%
评分方式
38.1/60星标 — 225 个星标
21.1/25复刻 — 344 个复刻
3.3/15关注者 — 5 位关注者
所用输入
forks344
stars225
watchers5
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

92优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
18/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme
has_license
readme_badges
has_contributing
has_issue_template
has_code_of_conduct
readme_badge_services
has_pull_request_template
评分方式
80/80月度下载量 — pypi 合计每月 128,986,582 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-spark, dbt-athena, dbt-adapters, dbt-bigquery, dbt-postgres, dbt-redshift, dbt-snowflake, dbt-tests-adapter
dependents
ecosystemspypi
total_downloads
monthly_downloads128,986,582
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?

82优秀 · 占总体的 23%
评分方式
45.9/54巴士系数 — 5 位贡献者贡献了半数提交
18.3/22.5提交分布 — 头号贡献者编写了 19% 的提交
13.5/13.5贡献者广度 — 97 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 15 contributing companies or organizations
所用输入
bus_factor5
contributors_sampled97
top_contributor_share0.188
评分方式
15.2/42议题解决 — 36% 的议题已关闭
23.5/30PR 接受 — 已裁定的 PR 中 678/865 已合并
0/13Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决
15/15OpenSSF Scorecard:Code-Review — all changesets reviewed
所用输入
merged_prs678
open_issues648
closed_issues368
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0.362
closed_unmerged_prs187
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
已排除计分(无数据或不适用):newcomer_pr_acceptance。 其余权重已重新归一化。
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
24.1/25所有者影响力 — dbt-labs 有 2,260 位关注者
25/25既往记录 — 407 个公开仓库,账户约 10 年
所用输入
followers2,260
owner_typeOrganization
is_verified
owner_logindbt-labs
public_repos407
account_age_days3,765
评分方式
25/25已发布且可解析 — pypi 上有 8 个软件包
35/35发布时效 — 最近一次发布于 14 天前
20/20版本历史 — 271 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-spark, dbt-athena, dbt-adapters, dbt-bigquery, dbt-postgres, dbt-redshift, dbt-snowflake, dbt-tests-adapter
ecosystemspypi
any_deprecated
min_days_since_publish14

工程质量

基础的工程与文档实践是否到位?

78良好 · 占总体的 19%

工程实践

94卓越
评分方式
24/24CI 工作流 — 20 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 — 18 out of 18 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

55中等
评分方式
30/30README
25/25文档目录
0/15文档 / 主页站点
0/10仓库描述
0/10主题标签
0/10Wiki
所用输入
topics
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?

68良好 · 占总体的 16%

安全态势

60中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
6/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 18 out of 18 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
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 15 contributing companies or organizations
0/10Dangerous-Workflow — 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 2 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
2/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate6
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_packages33
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-adapters@1.24.5 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 33 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?权重刻意设小(4%):代理工具链是一项真实的维护信号,但完全不具备的仓库仍可达到 100/100。

72良好 · 占总体的 4%
评分方式
45/45代理指令 — AGENTS.md, CLAUDE.md
0/15机器可读文档(llms.txt)
20.8/40可读的提交历史 — 100 次人类提交中有 39 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_share0.39
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes15,926
评分方式
0/18一条命令的引导启动
22/22自动化测试
11/11Lint / 格式化配置
11/11静态类型检查 — dbt-adapters/src/dbt/adapters/py.typed, dbt-adapters/src/dbt/include/py.typed, mypy.ini
10/10可复现环境 — Dockerfile
10/10已体现的代理实践 — 最近 100 次提交中有 13 次由代理编写或署名代理
5/8自动化维护 — 已配置依赖自动化,但在抽样提交中未观察到
4/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configsdbt-adapters/src/dbt/adapters/py.typed, dbt-adapters/src/dbt/include/py.typed, mypy.ini
agent_commit_share0.13
toolchain_manifests
dependency_bot_commit_share0
评分方式
27/45可类型检查的代码 — Python,已配置类型检查(dbt-adapters/src/dbt/adapters/py.typed, dbt-adapters/src/dbt/include/py.typed, mypy.ini)
54.7/55可控的文件大小 — 采样的 959 个源文件中有 6 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes111,485
source_files_sampled959
oversized_source_files6

关键数据

225GitHub 星标
97贡献者
514最近 12 个月提交数
0距最近推送天数
26发布版本数
5巴士系数(bus factor)
648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 ★ / 344 ⇿
0Star
344Fork
26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。

0125250375337122024-022025-052026-07
主版本 1次版本 9修订 13

每个点涵盖 3 天。

OpenSSF Scorecard 6.0 / 10
6.0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 · 2026-07-30 22:24 UTC

10Binary-Artifactsno binaries found in the repo
8Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests18 out of 18 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 15 contributing companies or organizations
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
4Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 4
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
直接依赖 54
注册表软件包版本约束清单文件
PyPIdbt-common>=1.36,<2.0dbt-adapters/pyproject.toml
PyPIdbt-protos>=1.0.291,<2.0dbt-adapters/pyproject.toml
PyPIpytz>=2015.7dbt-adapters/pyproject.toml
PyPIagate>=1.0,<2.0dbt-adapters/pyproject.toml
PyPImashumaro>=3.9,<3.18dbt-adapters/pyproject.toml
PyPIprotobuf>=6.0,<7.0dbt-adapters/pyproject.toml
PyPItyping-extensions>=4.0,<5.0dbt-adapters/pyproject.toml
PyPIdbt-athena==1.11.0rc1dbt-athena-community/pyproject.toml
PyPIdbt-adapters>=1.24.1,<2.0dbt-athena/pyproject.toml
PyPIdbt-common>=1.0.0,<2.0dbt-athena/pyproject.toml
PyPIdbt-core>=1.8.0rc1,<2.0dbt-athena/pyproject.toml
PyPIboto3>=1.28dbt-athena/pyproject.toml
PyPIboto3-stubs>=1.28dbt-athena/pyproject.toml
PyPImmh3>=4.0.1,<4.2.0dbt-athena/pyproject.toml
PyPIpyathena>=2.25,<3.35dbt-athena/pyproject.toml
PyPIpydantic>=1.10,<3.0dbt-athena/pyproject.toml
PyPItenacity>=8.2,<10.0dbt-athena/pyproject.toml
PyPIdbt-common>=1.10,<2.0dbt-bigquery/pyproject.toml
PyPIdbt-adapters>=1.24.4,<2.0dbt-bigquery/pyproject.toml
PyPIgoogle-cloud-bigquery>=3.0,<4.0dbt-bigquery/pyproject.toml
PyPIgoogle-cloud-storage>=2.4,<3.2dbt-bigquery/pyproject.toml
PyPIgoogle-cloud-dataproc~=5.0dbt-bigquery/pyproject.toml
PyPIgoogle-api-core>=2.11.0dbt-bigquery/pyproject.toml
PyPIgoogle-auth>=2.29.0dbt-bigquery/pyproject.toml
PyPIdbt-core>=1.10.0rc0,<2.0dbt-bigquery/pyproject.toml
PyPInbformat>=5.10.4dbt-bigquery/pyproject.toml
PyPIgoogle-cloud-aiplatform>=1.148.0dbt-bigquery/pyproject.toml
PyPIpsycopg2-binary>=2.9,<3.0dbt-postgres/pyproject.toml
PyPIdbt-adapters>=1.24.1,<2.0dbt-postgres/pyproject.toml
PyPIdbt-core>=1.8.0rc1,<2.0dbt-postgres/pyproject.toml
PyPIdbt-common>=1.0.4,<2.0dbt-postgres/pyproject.toml
PyPIagate>=1.0,<2.0dbt-postgres/pyproject.toml
PyPIdbt-common>=1.10,<2.0dbt-redshift/pyproject.toml
PyPIdbt-adapters>=1.24.1,<2.0dbt-redshift/pyproject.toml
PyPIdbt-postgres>=1.10.0rc1,<2.0dbt-redshift/pyproject.toml
PyPIredshift-connector>=2.1.8,<2.2dbt-redshift/pyproject.toml
PyPIdbt-core>=1.8.0b3,<2.0dbt-redshift/pyproject.toml
PyPIsqlparse>=0.5.0,<0.6.0dbt-redshift/pyproject.toml
PyPIagatedbt-redshift/pyproject.toml
PyPIrequestsdbt-redshift/pyproject.toml
PyPIdbt-common>=1.10,<2.0dbt-snowflake/pyproject.toml
PyPIdbt-adapters>=1.24.4,<2.0dbt-snowflake/pyproject.toml
PyPIsnowflake-connector-python>=4.2.0,<5.0.0dbt-snowflake/pyproject.toml
PyPIcertifi<2025.4.26dbt-snowflake/pyproject.toml
PyPIdbt-core>=1.10.0rc0,<2.0dbt-snowflake/pyproject.toml
PyPIagatedbt-snowflake/pyproject.toml
PyPIdbt-common>=1.10,<2.0dbt-spark/pyproject.toml
PyPIdbt-adapters>=1.24.1,<2.0dbt-spark/pyproject.toml
PyPIdbt-core>=1.8.0rc1,<2.0dbt-spark/pyproject.toml
PyPIsqlparams>=3.0.0dbt-spark/pyproject.toml
PyPIdbt-common>=1.34.0,<2.0dbt-tests-adapter/pyproject.toml
PyPIdbt-adapters>=1.14.0,<2.0dbt-tests-adapter/pyproject.toml
PyPIpyyamldbt-tests-adapter/pyproject.toml
PyPIfreezegundbt-tests-adapter/pyproject.toml
全部依赖 38

来自 GitHub 依赖图的完整解析依赖集合:30 个直接依赖与 8 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
PyPIagate直接
PyPIboto3直接
PyPIboto3-stubs直接
PyPIcertifi直接
PyPIdbt-adapters直接
PyPIdbt-athena1.11.0rc1直接
PyPIdbt-common直接
PyPIdbt-core直接
PyPIdbt-postgres直接
PyPIdbt-protos直接
PyPIgoogle-api-core直接
PyPIgoogle-auth直接
PyPIgoogle-cloud-aiplatform直接
PyPIgoogle-cloud-bigquery直接
PyPIgoogle-cloud-dataproc直接
PyPIgoogle-cloud-storage直接
PyPImashumaro直接
PyPImmh3直接
PyPInbformat直接
PyPIprotobuf直接
PyPIpsycopg2-binary直接
PyPIpyathena直接
PyPIpydantic直接
PyPIpytz直接
PyPIredshift-connector直接
PyPIsnowflake-connector-python直接
PyPIsqlparams直接
PyPIsqlparse直接
PyPItenacity直接
PyPItyping-extensions直接
PyPIbeartype间接
PyPIdagger-io间接
PyPIgql间接
PyPIpyhive间接
PyPIpyodbc间接
PyPIpyspark间接
PyPIpython-dotenv间接
PyPIthrift间接
依赖安全公告 0

安装 pypi:dbt-adapters@1.24.5 会引入 33 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": [],
      "is_fork": false,
      "size_kb": 45670,
      "has_wiki": false,
      "homepage": null,
      "languages": {
        "Shell": 15849,
        "Python": 4235368,
        "PLpgSQL": 10957,
        "Dockerfile": 11811
      },
      "pushed_at": "2026-07-30T07:48:19Z",
      "created_at": "2023-08-05T19:35:00Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-28T16:14:07Z",
      "description": null,
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "getdbt.com",
      "name": "dbt Labs",
      "type": "Organization",
      "login": "dbt-labs",
      "company": null,
      "location": "Philadelphia, PA",
      "followers": 2260,
      "avatar_url": "https://avatars.githubusercontent.com/u/18339788?v=4",
      "created_at": "2016-04-08T01:29:30Z",
      "is_verified": null,
      "public_repos": 407,
      "account_age_days": 3765
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.10.4",
          "kind": "patch",
          "published_at": "2024-12-05T01:49:34Z"
        },
        {
          "tag": "v1.10.3",
          "kind": "patch",
          "published_at": "2024-11-25T18:03:39Z"
        },
        {
          "tag": "v1.10.2",
          "kind": "patch",
          "published_at": "2024-11-22T22:41:57Z"
        },
        {
          "tag": "v1.10.1",
          "kind": "patch",
          "published_at": "2024-11-20T23:46:23Z"
        },
        {
          "tag": "v1.10.0",
          "kind": "minor",
          "published_at": "2024-11-19T22:28:03Z"
        },
        {
          "tag": "v1.9.0",
          "kind": "minor",
          "published_at": "2024-11-13T18:31:33Z"
        },
        {
          "tag": "v1.11.0",
          "kind": "minor",
          "published_at": "2024-11-11T19:09:25Z"
        },
        {
          "tag": "v1.8.0",
          "kind": "minor",
          "published_at": "2024-10-29T18:11:39Z"
        },
        {
          "tag": "v1.7.2",
          "kind": "patch",
          "published_at": "2024-10-24T17:18:41Z"
        },
        {
          "tag": "v1.7.1",
          "kind": "patch",
          "published_at": "2024-10-15T23:07:20Z"
        },
        {
          "tag": "v1.7.0",
          "kind": "minor",
          "published_at": "2024-09-19T16:23:58Z"
        },
        {
          "tag": "v1.6.1",
          "kind": "patch",
          "published_at": "2024-09-16T16:56:53Z"
        },
        {
          "tag": "v1.6.0",
          "kind": "minor",
          "published_at": "2024-09-12T19:57:12Z"
        },
        {
          "tag": "v1.5.0",
          "kind": "minor",
          "published_at": "2024-09-10T03:50:43Z"
        },
        {
          "tag": "v1.4.1",
          "kind": "patch",
          "published_at": "2024-08-09T22:06:34Z"
        },
        {
          "tag": "v1.4.0",
          "kind": "minor",
          "published_at": "2024-07-30T19:57:44Z"
        },
        {
          "tag": "v1.3.3",
          "kind": "patch",
          "published_at": "2024-07-09T20:12:03Z"
        },
        {
          "tag": "v1.3.2",
          "kind": "patch",
          "published_at": "2024-07-02T15:49:13Z"
        },
        {
          "tag": "v1.3.1",
          "kind": "patch",
          "published_at": "2024-06-20T19:21:23Z"
        },
        {
          "tag": "v1.2.1",
          "kind": "patch",
          "published_at": "2024-05-21T22:46:27Z"
        },
        {
          "tag": "v1.1.1",
          "kind": "patch",
          "published_at": "2024-05-07T22:47:15Z"
        },
        {
          "tag": "v1.1.0",
          "kind": "minor",
          "published_at": "2024-05-01T21:07:09Z"
        },
        {
          "tag": "v1.1.0rc2",
          "kind": "other",
          "published_at": "2024-04-29T23:10:55Z"
        },
        {
          "tag": "v1.1.0rc1",
          "kind": "other",
          "published_at": "2024-04-17T01:06:52Z"
        },
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2024-04-01T23:25:51Z"
        },
        {
          "tag": "v1.0.0b1",
          "kind": "other",
          "published_at": "2024-02-27T23:15:41Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "860da89225e2ecf1bf47038f5ac40d4eaa4019a2",
          "body": "Co-authored-by: Colin Rogers <111200756+colin-rogers-dbt@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(redshift): skip dist/sort on temporary tables (#2087)",
          "author_name": "Alejandro Fiel",
          "author_login": "alejandro-fiel-stori",
          "committed_at": "2026-07-23T18:30:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e687d87fff51f80b3adf0747351635a49ab01e6d",
          "body": null,
          "is_bot": false,
          "headline": "refactor(redshift): read grants behavior flag directly (#2095)",
          "author_name": "Ragesh Ganeshkumar",
          "author_login": "ragesh-g",
          "committed_at": "2026-07-23T06:23:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3915c53ca050812348c140532ed51aa9f52cbb07",
          "body": "Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Remove lockfile PR step from scheduled publishing (#2089)",
          "author_name": "Tauhid Anjum",
          "author_login": "tauhid621",
          "committed_at": "2026-07-22T08:25:08Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "7ef312a54a2ed7ec39056cfe8884eea881c35586",
          "body": "Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(snowflake): ignore change_tracking=false for Iceberg tables (#2084)",
          "author_name": "Tauhid Anjum",
          "author_login": "tauhid621",
          "committed_at": "2026-07-22T06:48:04Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "3c3ac1e31477a2baa1027a15d1cf18f8b9f19b37",
          "body": "Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: alert Slack on scheduled-publishing failure (#2024)",
          "author_name": "Tauhid Anjum",
          "author_login": "tauhid621",
          "committed_at": "2026-07-22T04:52:30Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "09a1852e7e15d6c0fef26d32aa6a89579f0a718c",
          "body": "Co-authored-by: Colin Rogers <111200756+colin-rogers-dbt@users.noreply.github.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add support for pseudocolumns in unit tests (#1526)",
          "author_name": "katieclaiborne-duet",
          "author_login": "katieclaiborne-duet",
          "committed_at": "2026-07-17T18:19:40Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "62a5495cfd3f71c05a350f341a3201ee62523bf0",
          "body": "Co-authored-by: Colin Rogers <111200756+colin-rogers-dbt@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(athena): add S3 Tables catalog support (#2047)",
          "author_name": "aahel",
          "author_login": "aahel",
          "committed_at": "2026-07-17T15:32:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a375bd590133e6756952c82ea0652c3e62a6562a",
          "body": "Co-authored-by: Sriram R <sriramr083@gmail.com>",
          "is_bot": false,
          "headline": "Apply table options to empty BigQuery seeds (#1959) (#2019)",
          "author_name": "Naman Goyal",
          "author_login": "itsnamangoyal",
          "committed_at": "2026-07-15T11:02:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "57887aa44c737c8f8fca1893644a0efde959fb48",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Publish dbt-adapters==1.24.5",
          "author_name": "FishtownBuildBot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-15T07:18:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "650e13d6b7112327c4b8dc987e37052ef4b0d16e",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Generate changelog for 1.24.5",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-15T07:16:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "75c7f119541622afb76127e11d39840539fe7ef4",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Bump version from 1.24.4 to 1.24.5",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-15T07:13:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca8289fb9b287cdac3a52b2ad3542adfadefa108",
          "body": null,
          "is_bot": false,
          "headline": "add fix for node.config.get to avoid AttributeError (#2074)",
          "author_name": "Ashish Shukla",
          "author_login": "ash2shukla",
          "committed_at": "2026-07-15T07:03:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d4d6708f64355ff7853e9cd6d729103601d68a11",
          "body": null,
          "is_bot": false,
          "headline": "add defensive get for catalog_name (#2072)",
          "author_name": "Ashish Shukla",
          "author_login": "ash2shukla",
          "committed_at": "2026-07-14T16:33:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "829f3ca2625765e4080ffd81b64e82ada2bba8b7",
          "body": null,
          "is_bot": false,
          "headline": "pin pyathena to less than 3.35 (#2071)",
          "author_name": "Ashish Shukla",
          "author_login": "ash2shukla",
          "committed_at": "2026-07-14T12:05:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bee816479a4a4053fb74fd882e0f04b63db9e6c4",
          "body": "…t\" (#2069)",
          "is_bot": false,
          "headline": "Revert \"feat(snowflake): add interactive table materialization suppor…",
          "author_name": "Naman Goyal",
          "author_login": "itsnamangoyal",
          "committed_at": "2026-07-13T18:25:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a045dfae0185796010bea1a97092cbe6a5f4128b",
          "body": null,
          "is_bot": false,
          "headline": "Instrument BigQuery adapter functions for recording (#2028)",
          "author_name": "Anna Lee",
          "author_login": "ajhlee-dbt",
          "committed_at": "2026-07-10T14:10:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "35422e40e61e91f307df84fc3b313153802d4d70",
          "body": "…recovery) (#2054)\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(bigquery): prevent duplicate job submission (stable job_id + 409 …",
          "author_name": "Tauhid Anjum",
          "author_login": "tauhid621",
          "committed_at": "2026-07-10T10:53:17Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "134bfe95afd4599319f510a0278a4ff3fffea887",
          "body": "Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test(bigquery): fix and re-enable query-cancellation test (#2063)",
          "author_name": "Tauhid Anjum",
          "author_login": "tauhid621",
          "committed_at": "2026-07-10T08:27:55Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9fce78f44db248ba33832c0f65c884a5139c0169",
          "body": "Co-authored-by: Jimmy Xie <rxie@figma.com>\nCo-authored-by: Colin Rogers <111200756+colin-rogers-dbt@users.noreply.github.com>\nCo-authored-by: Colin Rogers <colin.rogers@dbtlabs.com>",
          "is_bot": false,
          "headline": "feat(snowflake): add interactive table materialization support (#2042)",
          "author_name": "Naman Goyal",
          "author_login": "itsnamangoyal",
          "committed_at": "2026-07-09T23:18:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "843b532c8d73e43d77f85a1fd052218b58834b54",
          "body": "Co-authored-by: Colin Rogers <111200756+colin-rogers-dbt@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(athena): add catalogs.yml v2 support (#2016)",
          "author_name": "aahel",
          "author_login": "aahel",
          "committed_at": "2026-07-09T17:55:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fec9d2d963c7cecc6fab1ee356030293c3654f8f",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Publish dbt-spark==1.11.0rc1",
          "author_name": "FishtownBuildBot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-09T13:09:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "774c61505013f45ac04ca43df4eec0e199a06bfb",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Publish dbt-redshift==1.11.0rc5",
          "author_name": "FishtownBuildBot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-09T13:09:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f6ce8583c7a0ec8f3bc44c3c90175b75812cb419",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Publish dbt-athena==1.11.0rc1",
          "author_name": "FishtownBuildBot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-09T13:08:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ec31bb771ac3017928df3a3f61afa6fc9612fa09",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Publish dbt-postgres==1.11.0rc1",
          "author_name": "FishtownBuildBot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-09T13:08:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1e88a786065d9f1035a04f77b6668bff9fbaf7d",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Publish dbt-snowflake==1.12.0rc1",
          "author_name": "FishtownBuildBot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-09T13:07:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cc623093d8f930222aa57101f8cbd2c2a8f6697c",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Publish dbt-bigquery==1.12.0rc1",
          "author_name": "FishtownBuildBot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-09T13:07:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c45477839bd76ec0589cf9330253955b64ca843c",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Generate changelog for 1.12.0rc1",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-09T12:15:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "030b516835c28e3b3a26975af1065a5bea0410ef",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Generate changelog for 1.12.0rc1",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-09T12:13:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b1eba3668f397aa81fd6444f251d8f96c7e3b4f3",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Bump version from 1.12.0b1 to 1.12.0rc1",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-09T12:08:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f83dc17c6301f033638b2c4b220831e92c684989",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Bump version from 1.12.0b2 to 1.12.0rc1",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-09T12:08:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "28bea5374d06023ca9439692288cb776efc3a47d",
          "body": "…24.4 (#2053)",
          "is_bot": false,
          "headline": "updating snowflake and bigquery's dbt-adapters dependency to lb of 1.…",
          "author_name": "Naman Goyal",
          "author_login": "itsnamangoyal",
          "committed_at": "2026-07-09T12:06:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d862868adee54575d3fb0cb5671254e5328679c1",
          "body": "Co-authored-by: Colin Rogers <111200756+colin-rogers-dbt@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Add a macro to check the v2 runtime  (#2051)",
          "author_name": "Xuliang (Harry) Sun",
          "author_login": "xuliangs",
          "committed_at": "2026-07-09T10:45:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4827b8f70881532b5767e9f4cfce1e97fd46ceee",
          "body": "Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test: skip flaky BigQuery query-cancellation test (#2059)",
          "author_name": "Tauhid Anjum",
          "author_login": "tauhid621",
          "committed_at": "2026-07-09T09:47:20Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "fa3180a50cb3a77eb9fe1039de80703230078c01",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Publish dbt-adapters==1.24.4",
          "author_name": "FishtownBuildBot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-08T15:42:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c9bb2d22ccc02b5b05374660fbb06d72850ca447",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Generate changelog for 1.24.4",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-08T15:30:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cf0f5c07daf260508f2191022b45c193877e1362",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Bump version from 1.24.3 to 1.24.4",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-08T15:27:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a0255d864bb284ce0d44fd23f002820006523626",
          "body": "…portConfig) (#2055)",
          "is_bot": false,
          "headline": "fix: guard build_catalog_relation against non-mapping node config (Ex…",
          "author_name": "aahel",
          "author_login": "aahel",
          "committed_at": "2026-07-08T14:27:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "495f3ac5a1e8d51e83b0c7cf07aad35a0082e863",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Publish dbt-adapters==1.24.3",
          "author_name": "FishtownBuildBot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-08T08:24:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d76d7c7c73b3351aab21cbd7e6c67526ea3bbdb3",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Generate changelog for 1.24.3",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-08T08:18:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "53a9ae08f51573dbf2f7c7bc15fac817a4865ffd",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Bump version from 1.24.2 to 1.24.3",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-08T08:14:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a3db58655cd84f85eda28f720050135a2af636fc",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Generate changelog for 1.11.0rc1",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-08T07:00:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a9510db2a9ecdd4f7931b9158c619acd81c74ec7",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Generate changelog for 1.11.0rc5",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-08T06:57:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9a07c6981bcac7ef1c5c20b6191798efaa1069ff",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Bump version from 1.11.0b2 to 1.11.0rc1",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-08T06:56:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4ecc91176ed3026fcebf4a42d4a2183b0800a619",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Generate changelog for 1.11.0rc1",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-08T06:56:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a0ac32560ab560cb0cfa4304cc7b9f4a236a259",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Bump version from 1.11.0rc4 to 1.11.0rc5",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-08T06:54:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dab4941b2b2cda90fd33a4f7e2fef74451c58f29",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Bump version from 1.11.0b2 to 1.11.0rc1",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-08T06:53:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "745382e631ee8f25a240c86b8fb75c5dc1784388",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Generate changelog for 1.11.0rc1",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-08T06:53:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b59a5d20a35b58c90f397e281f1358cb60ff2c22",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Bump version from 1.11.0b2 to 1.11.0rc1",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-07-08T06:50:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e46bd48e95e06b1ae9833dbc50a1eee314d51a29",
          "body": null,
          "is_bot": false,
          "headline": "feat: support catalog_database on all catalog types (#2004)",
          "author_name": "aahel",
          "author_login": "aahel",
          "committed_at": "2026-07-07T11:00:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e1bcbfab36730fa42c5288567235f373bda277a",
          "body": "…avior flag (#2007)\n\nCo-authored-by: Colin Rogers <111200756+colin-rogers-dbt@users.noreply.github.com>",
          "is_bot": false,
          "headline": "bigquery: gate MicrobatchConcurrency on use_concurrent_microbatch beh…",
          "author_name": "Amisha Singla",
          "author_login": "amishas157",
          "committed_at": "2026-07-06T16:31:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "761a66195ddeca3536d9df13ef7060d21ed81116",
          "body": "…ting (#1781)\n\nCo-authored-by: Doug Beatty <44704949+dbeatty10@users.noreply.github.com>",
          "is_bot": false,
          "headline": "dbt-bigquery adapter: snapshot fix for count mismatch and invalid cas…",
          "author_name": "Antonia Badarau",
          "author_login": "antoniabadarau",
          "committed_at": "2026-07-03T06:29:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e008d8f6f7a7d76a6a63084512f4862f9bd41090",
          "body": "…(#1637)\n\nSigned-off-by: Daisuke Taniwaki <daisuketaniwaki@gmail.com>\nCo-authored-by: Colin Rogers <111200756+colin-rogers-dbt@users.noreply.github.com>\nCo-authored-by: Colin <colin.rogers@dbtlabs.com>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>\nCo-authored-by: Daisuke Taniwaki <daisuketaniwaki@gmail.com>",
          "is_bot": false,
          "headline": "feat(athena): Migrate dbt-athena from PyAthena to direct boto3 calls …",
          "author_name": "Theo",
          "author_login": "iconara",
          "committed_at": "2026-07-01T07:24:48Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "733b5f766e91a0ef65896fab29d3bc52e11a3104",
          "body": "…(#2035)\n\nCo-authored-by: Colin Rogers <111200756+colin-rogers-dbt@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(spark): default username to 'x' when not set for SASL PLAIN auth …",
          "author_name": "aahel",
          "author_login": "aahel",
          "committed_at": "2026-06-19T04:51:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fd825684a068a39a52305a75d61c63d7878c2cbd",
          "body": "…(#2034)\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nCo-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Fix Snowflake WIF (OIDC) auth tripping token/user profile validation …",
          "author_name": "Tauhid Anjum",
          "author_login": "tauhid621",
          "committed_at": "2026-06-18T12:57:52Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "2e95bddf9da1caa4846cf644e6e403dff0884855",
          "body": null,
          "is_bot": false,
          "headline": "fix(spark): log underlying exception on connection failure (#2033)",
          "author_name": "aahel",
          "author_login": "aahel",
          "committed_at": "2026-06-18T09:45:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9d3284ec6a31eeede622c5320f42101a77264f12",
          "body": null,
          "is_bot": false,
          "headline": "bump google-cloud-aiplatform>=1.148.0 (#2031)",
          "author_name": "aahel",
          "author_login": "aahel",
          "committed_at": "2026-06-18T07:27:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c27ce8ed30a1609518ff6d0ee3128f4f4ca239c",
          "body": null,
          "is_bot": false,
          "headline": "Fix 1550 - Quote grants to remove allowing all characters (#1551)",
          "author_name": "Benoit Perigaud",
          "author_login": "b-per",
          "committed_at": "2026-06-17T16:17:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af796e7e05ac5eabc0a753f7a293dfa9475fa1ae",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Publish dbt-bigquery==1.12.0b1",
          "author_name": "FishtownBuildBot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-06-15T15:34:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "edfb37f9ce6c9a5db0057b5d31384db9e97b87db",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Publish dbt-athena==1.11.0b2",
          "author_name": "FishtownBuildBot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-06-15T15:34:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f18ef829d720364d7db081fd23dc94be488d8033",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Publish dbt-snowflake==1.12.0b2",
          "author_name": "FishtownBuildBot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-06-15T15:33:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bf6a416aa2e95fc954d0a764b35895de5e33e9d9",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Publish dbt-spark==1.11.0b2",
          "author_name": "FishtownBuildBot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-06-15T15:33:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2aeb06c83974b1d02a66ebef7b755e1c036bab6a",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Publish dbt-postgres==1.11.0b2",
          "author_name": "FishtownBuildBot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-06-15T15:33:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1f8dcd07cfa428c6ccd2b92d40a7d0ad6c0c41f0",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Publish dbt-redshift==1.11.0rc4",
          "author_name": "FishtownBuildBot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-06-15T15:33:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d76a1ab09d3566e3a498d8fdc2aeca5772ee866",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Generate changelog for 1.11.0rc4",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-06-15T11:10:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b8c4fb3f0f0ac259f5784e461b019e59208f0fa5",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Bump version from 1.11.0rc3 to 1.11.0rc4",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-06-15T11:09:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dba187512ac5e8acf9c3568912e38171ae2e5d68",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Generate changelog for 1.11.0b2",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-06-15T11:07:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "123ce57ee9f08ba963b3df724b0b7d9bd1378ed9",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Generate changelog for 1.11.0b2",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-06-15T11:06:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f2ba0efc3450e5f1bd9d903e63204a4667bb178a",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Bump version from 1.11.0b1 to 1.11.0b2",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-06-15T11:06:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "88730e32f607649e00dfd7502ad077a52fbb03ef",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Bump version from 1.11.0b1 to 1.11.0b2",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-06-15T11:04:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aa2fcff0fe21e2d60c88963499c009b006cd07bc",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Generate changelog for 1.12.0b2",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-06-15T10:52:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "67756cb1e20d00f9118ae93f9169f938df6efac8",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Bump version from 1.12.0b1 to 1.12.0b2",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-06-15T10:51:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ef3a336e28c4bf69fd2f35781832f8d3cf5bbd20",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Generate changelog for 1.11.0b2",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-06-15T10:47:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "526194db4dc76410f283800b20e4ac1aa9635fbe",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Bump version from 1.11.0b1 to 1.11.0b2",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-06-15T10:46:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b51d95c11ff0d41608084ce1cabc8546bd66b3fe",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Generate changelog for 1.12.0b1",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-06-15T10:42:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c6746962a3583633d0219d18f8e30b6a716bc79f",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Bump version from 1.11.2b1 to 1.12.0b1",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-06-15T10:40:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d6de330577d589fa12f210fb2264d6f5c6a21d51",
          "body": null,
          "is_bot": false,
          "headline": "ci(bigquery): speed up integration tests from ~4h30m to ~20m (#2008)",
          "author_name": "Tauhid Anjum",
          "author_login": "tauhid621",
          "committed_at": "2026-06-12T09:55:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cbcf1060f335c01aa35d5e9e3db5981460ce04cc",
          "body": "… (#2011)\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: note that this repo hosts v1 adapters; v2 developed in dbt-core…",
          "author_name": "Tauhid Anjum",
          "author_login": "tauhid621",
          "committed_at": "2026-06-10T16:05:36Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "8f3a875cc241275c42b17e31d3a8f15adddfebb0",
          "body": "Co-authored-by: Colin Rogers <111200756+colin-rogers-dbt@users.noreply.github.com>\nCo-authored-by: Aahel Guha <aahel.guha@dbtlabs.com>",
          "is_bot": false,
          "headline": "feat(bigquery): add support for flexible reservation assignments (#1843)",
          "author_name": "Max Ostapenko",
          "author_login": "max-ostapenko",
          "committed_at": "2026-06-10T12:10:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d986a8200298ab020f59e0c39155324242c35728",
          "body": "Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test(redshift): drop cross-database test schema in teardown (#2009)",
          "author_name": "Tauhid Anjum",
          "author_login": "tauhid621",
          "committed_at": "2026-06-10T05:50:55Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "5c9bd6ca404a8317ce10e785819858cd64df680c",
          "body": null,
          "is_bot": false,
          "headline": "Updated dbt-core dependency to <2.0 (#2013)",
          "author_name": "Sriram R",
          "author_login": "sriramr98",
          "committed_at": "2026-06-09T13:06:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a82c766c9033eb015c38285449d60ce347182a0c",
          "body": "…failing (#2005)\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(bigquery): ride out getQueryResults rate-limit storms instead of …",
          "author_name": "Tauhid Anjum",
          "author_login": "tauhid621",
          "committed_at": "2026-06-05T13:10:14Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "fc39590f62cfe2c8b78ec96594a5b91ed334aebd",
          "body": null,
          "is_bot": false,
          "headline": "pin core to <2.0 (#2000)",
          "author_name": "Ashish Shukla",
          "author_login": "ash2shukla",
          "committed_at": "2026-06-03T17:25:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aebe94256afa8d1f9791be18bb5ffd0287411c89",
          "body": "… cancelled (#1984)",
          "is_bot": false,
          "headline": "fix(athena): cancel in-flight Athena queries when a dbt invocation is…",
          "author_name": "aahel",
          "author_login": "aahel",
          "committed_at": "2026-06-01T07:27:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f820566dd2c4ec870c77e8a6115572d824f45d64",
          "body": "Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "pin dev dbt-core ref to 1.latest and guard scripts against main (#1977)",
          "author_name": "Tauhid Anjum",
          "author_login": "tauhid621",
          "committed_at": "2026-05-29T14:44:39Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "63140d8b177fdcba82a8b5292276fe5eff4c763f",
          "body": "… failure (#1957)\n\nCo-authored-by: Sriram R <sriramr083@gmail.com>",
          "is_bot": false,
          "headline": "[BigQuery] Fix: short-circuit getQueryResults polling on terminal job…",
          "author_name": "aahel",
          "author_login": "aahel",
          "committed_at": "2026-05-27T19:55:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f1a1f8e5094e7c8618b2dfebaf7cdda219828b3",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Publish dbt-athena==1.11.0b1",
          "author_name": "FishtownBuildBot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-05-26T05:50:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cf85241805b8e5a838ee79b66b96fff685a88f58",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Generate changelog for 1.11.0b1",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-05-26T05:11:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f693e021cfb14d7385ee28d6a5edf26eec4c47f3",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Bump version from 1.10.0rc2 to 1.11.0b1",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-05-26T05:09:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2127ff35134d2a95aaa4b813e1c5d909c97ce3d7",
          "body": null,
          "is_bot": false,
          "headline": "fix(athena,spark): allow pre-release dbt-core in install pin (#1976)",
          "author_name": "Sriram R",
          "author_login": "sriramr98",
          "committed_at": "2026-05-25T15:12:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87c9f6057c7f56590e838d2634b465d97a14c1fd",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Publish dbt-bigquery==1.11.2b1",
          "author_name": "FishtownBuildBot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-05-25T11:54:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8198a70b06e33d5b20eff311e00cd2a1735d62e5",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Generate changelog for 1.11.2b1",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-05-25T06:44:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7f4e43b63fca8c8328114c099d22e5d966101139",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Bump version from 1.11.1b1 to 1.11.2b1",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-05-25T06:43:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "33f644c7ad3b478ea4f1d4b5db9ef6161332cb37",
          "body": "…function_relations_without_caching (#1973)\n\nCo-authored-by: Colin Rogers <111200756+colin-rogers-dbt@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fixed snowflake issue when bringing large chunks of data during list_…",
          "author_name": "Sriram R",
          "author_login": "sriramr98",
          "committed_at": "2026-05-22T18:34:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "351c054b60c928ad65de05f7c4ee08319e137899",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Publish dbt-bigquery==1.11.1b1",
          "author_name": "FishtownBuildBot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-05-22T17:22:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2652731ac07c8bf12c709c999d4ccd53902fd949",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Publish dbt-snowflake==1.12.0b1",
          "author_name": "FishtownBuildBot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-05-22T11:59:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b358016e5ffae7529710791da975a4d2cfb548f0",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Publish dbt-postgres==1.11.0b1",
          "author_name": "FishtownBuildBot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-05-22T11:58:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "78f80f4c5ed18101203f85bc1eb47201e98871fe",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Publish dbt-redshift==1.11.0rc3",
          "author_name": "FishtownBuildBot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-05-22T11:58:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e4397bd85048c79834e2652106026caef7e5b586",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Publish dbt-spark==1.11.0b1",
          "author_name": "FishtownBuildBot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-05-22T11:58:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "be4224a59464fa90fc9163766c01cfbc211a1421",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Generate changelog for 1.11.0b1",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-05-22T10:11:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "723f14ba58e007003dc00e2d0677026cb44bec25",
          "body": null,
          "is_bot": false,
          "headline": "[Automated] Generate changelog for 1.11.0b1",
          "author_name": "Github Build Bot",
          "author_login": "FishtownBuildBot",
          "committed_at": "2026-05-22T10:11:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 26,
      "commits_last_year": 514,
      "latest_release_at": "2024-12-05T01:49:34Z",
      "latest_release_tag": "v1.10.4",
      "releases_from_tags": false,
      "days_since_last_push": 0,
      "active_weeks_last_year": 51,
      "days_since_latest_release": 602,
      "mean_days_between_releases": 5.6
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": false,
      "has_contributing": true,
      "health_percentage": 87,
      "has_issue_template": false,
      "has_code_of_conduct": true,
      "has_pull_request_template": true
    },
    "ecosystem": {
      "packages": [
        {
          "name": "dbt-spark",
          "exists": true,
          "license": null,
          "keywords": [
            "adapter",
            "adapters",
            "database",
            "dbt",
            "dbt Cloud",
            "dbt Core",
            "dbt Labs",
            "dbt-core",
            "elt",
            "spark",
            "Development Status :: 5 - Production/Stable",
            "License :: OSI Approved :: Apache Software License",
            "Operating System :: MacOS :: MacOS X",
            "Operating System :: Microsoft :: Windows",
            "Operating System :: POSIX :: Linux",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/dbt-spark/",
          "is_deprecated": false,
          "latest_version": "1.11.0",
          "repository_url": "https://github.com/dbt-labs/dbt-adapters.git#subdirectory=dbt-spark",
          "versions_count": 104,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2019-07-03T17:12:04.935194Z",
          "latest_published_at": "2026-07-16T17:03:55.317157Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 14
        },
        {
          "name": "dbt-athena",
          "exists": true,
          "license": null,
          "keywords": [
            "adapter",
            "adapters",
            "athena",
            "database",
            "dbt",
            "dbt Cloud",
            "dbt Core",
            "dbt Labs",
            "dbt-core",
            "elt",
            "Development Status :: 5 - Production/Stable",
            "License :: OSI Approved :: Apache Software License",
            "Operating System :: MacOS :: MacOS X",
            "Operating System :: Microsoft :: Windows",
            "Operating System :: POSIX :: Linux",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/dbt-athena/",
          "is_deprecated": false,
          "latest_version": "1.11.0",
          "repository_url": "https://github.com/dbt-labs/dbt-adapters.git#subdirectory=dbt-athena",
          "versions_count": 18,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 1124084,
          "first_published_at": "2021-03-24T18:13:12.030379Z",
          "latest_published_at": "2026-07-16T15:56:26.587689Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 14
        },
        {
          "name": "dbt-adapters",
          "exists": true,
          "license": null,
          "keywords": [
            "adapter",
            "adapters",
            "database",
            "dbt",
            "dbt Cloud",
            "dbt Core",
            "dbt Labs",
            "dbt-core",
            "elt",
            "Development Status :: 5 - Production/Stable",
            "License :: OSI Approved :: Apache Software License",
            "Operating System :: MacOS :: MacOS X",
            "Operating System :: Microsoft :: Windows",
            "Operating System :: POSIX :: Linux",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.14"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/dbt-adapters/",
          "is_deprecated": false,
          "latest_version": "1.24.5",
          "repository_url": "https://github.com/dbt-labs/dbt-adapters.git#subdirectory=dbt-adapters",
          "versions_count": 85,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 117219151,
          "first_published_at": "2024-01-17T21:48:28.254531Z",
          "latest_published_at": "2026-07-15T07:18:49.036681Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 15
        },
        {
          "name": "dbt-bigquery",
          "exists": true,
          "license": null,
          "keywords": [
            "adapter",
            "adapters",
            "bigquery",
            "database",
            "dbt",
            "dbt Cloud",
            "dbt Core",
            "dbt Labs",
            "dbt-core",
            "elt",
            "google",
            "Development Status :: 5 - Production/Stable",
            "License :: OSI Approved :: Apache Software License",
            "Operating System :: MacOS :: MacOS X",
            "Operating System :: Microsoft :: Windows",
            "Operating System :: POSIX :: Linux",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/dbt-bigquery/",
          "is_deprecated": false,
          "latest_version": "1.12.0",
          "repository_url": "https://github.com/dbt-labs/dbt-adapters.git#subdirectory=dbt-bigquery",
          "versions_count": 211,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2019-02-14T20:34:10.648830Z",
          "latest_published_at": "2026-07-16T15:57:54.127306Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 14
        },
        {
          "name": "dbt-postgres",
          "exists": true,
          "license": null,
          "keywords": [
            "adapter",
            "adapters",
            "database",
            "dbt",
            "dbt Cloud",
            "dbt Core",
            "dbt Labs",
            "dbt-core",
            "elt",
            "postgres",
            "Development Status :: 5 - Production/Stable",
            "License :: OSI Approved :: Apache Software License",
            "Operating System :: MacOS :: MacOS X",
            "Operating System :: Microsoft :: Windows",
            "Operating System :: POSIX :: Linux",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.14"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/dbt-postgres/",
          "is_deprecated": false,
          "latest_version": "1.11.0",
          "repository_url": "https://github.com/dbt-labs/dbt-adapters.git#subdirectory=dbt-postgres",
          "versions_count": 271,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 6852446,
          "first_published_at": "2019-02-14T20:33:44.298389Z",
          "latest_published_at": "2026-07-16T15:52:36.762637Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 14
        },
        {
          "name": "dbt-redshift",
          "exists": true,
          "license": null,
          "keywords": [
            "adapter",
            "adapters",
            "amazon",
            "amazon web services",
            "aws",
            "database",
            "dbt",
            "dbt Cloud",
            "dbt Core",
            "dbt Labs",
            "dbt-core",
            "elt",
            "redshift",
            "Development Status :: 5 - Production/Stable",
            "License :: OSI Approved :: Apache Software License",
            "Operating System :: MacOS :: MacOS X",
            "Operating System :: Microsoft :: Windows",
            "Operating System :: POSIX :: Linux",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/dbt-redshift/",
          "is_deprecated": false,
          "latest_version": "1.11.0",
          "repository_url": "https://github.com/dbt-labs/dbt-adapters.git#subdirectory=dbt-redshift",
          "versions_count": 193,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 3732813,
          "first_published_at": "2019-02-14T20:33:59.113534Z",
          "latest_published_at": "2026-07-16T17:03:31.203970Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 14
        },
        {
          "name": "dbt-snowflake",
          "exists": true,
          "license": null,
          "keywords": [
            "adapter",
            "adapters",
            "database",
            "dbt",
            "dbt Cloud",
            "dbt Core",
            "dbt Labs",
            "dbt-core",
            "elt",
            "snowflake",
            "Development Status :: 5 - Production/Stable",
            "License :: OSI Approved :: Apache Software License",
            "Operating System :: MacOS :: MacOS X",
            "Operating System :: Microsoft :: Windows",
            "Operating System :: POSIX :: Linux",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/dbt-snowflake/",
          "is_deprecated": false,
          "latest_version": "1.12.0",
          "repository_url": "https://github.com/dbt-labs/dbt-adapters.git#subdirectory=dbt-snowflake",
          "versions_count": 209,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2019-02-14T20:34:20.732840Z",
          "latest_published_at": "2026-07-16T16:11:52.245554Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 14
        },
        {
          "name": "dbt-tests-adapter",
          "exists": true,
          "license": null,
          "keywords": [
            "adapter",
            "adapters",
            "database",
            "dbt",
            "dbt Cloud",
            "dbt Core",
            "dbt Labs",
            "dbt-core",
            "elt",
            "Development Status :: 5 - Production/Stable",
            "License :: OSI Approved :: Apache Software License",
            "Operating System :: MacOS :: MacOS X",
            "Operating System :: Microsoft :: Windows",
            "Operating System :: POSIX :: Linux",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.14"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/dbt-tests-adapter/",
          "is_deprecated": false,
          "latest_version": "1.20.0",
          "repository_url": "https://github.com/dbt-labs/dbt-adapters.git#subdirectory=dbt-tests-adapter",
          "versions_count": 157,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 58088,
          "first_published_at": "2022-04-12T21:31:55.448678Z",
          "latest_published_at": "2026-05-22T09:23:56.379276Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 69
        }
      ]
    },
    "popularity": {
      "forks": 344,
      "stars": 225,
      "watchers": 5,
      "fork_history": {
        "days": [
          {
            "date": "2024-02-06",
            "count": 1
          },
          {
            "date": "2024-02-27",
            "count": 1
          },
          {
            "date": "2024-03-07",
            "count": 1
          },
          {
            "date": "2024-03-09",
            "count": 1
          },
          {
            "date": "2024-04-08",
            "count": 1
          },
          {
            "date": "2024-04-10",
            "count": 1
          },
          {
            "date": "2024-04-23",
            "count": 1
          },
          {
            "date": "2024-04-25",
            "count": 1
          },
          {
            "date": "2024-05-11",
            "count": 2
          },
          {
            "date": "2024-05-22",
            "count": 1
          },
          {
            "date": "2024-05-23",
            "count": 1
          },
          {
            "date": "2024-06-04",
            "count": 1
          },
          {
            "date": "2024-06-06",
            "count": 1
          },
          {
            "date": "2024-07-09",
            "count": 1
          },
          {
            "date": "2024-07-15",
            "count": 1
          },
          {
            "date": "2024-07-19",
            "count": 1
          },
          {
            "date": "2024-07-22",
            "count": 1
          },
          {
            "date": "2024-07-24",
            "count": 2
          },
          {
            "date": "2024-07-26",
            "count": 1
          },
          {
            "date": "2024-08-01",
            "count": 1
          },
          {
            "date": "2024-08-05",
            "count": 1
          },
          {
            "date": "2024-08-08",
            "count": 1
          },
          {
            "date": "2024-08-13",
            "count": 1
          },
          {
            "date": "2024-09-05",
            "count": 1
          },
          {
            "date": "2024-09-09",
            "count": 1
          },
          {
            "date": "2024-09-10",
            "count": 1
          },
          {
            "date": "2024-09-18",
            "count": 1
          },
          {
            "date": "2024-09-21",
            "count": 1
          },
          {
            "date": "2024-09-25",
            "count": 1
          },
          {
            "date": "2024-10-06",
            "count": 1
          },
          {
            "date": "2024-10-29",
            "count": 1
          },
          {
            "date": "2024-11-02",
            "count": 1
          },
          {
            "date": "2024-11-04",
            "count": 1
          },
          {
            "date": "2024-12-02",
            "count": 1
          },
          {
            "date": "2024-12-14",
            "count": 1
          },
          {
            "date": "2025-01-23",
            "count": 1
          },
          {
            "date": "2025-01-24",
            "count": 1
          },
          {
            "date": "2025-01-26",
            "count": 1
          },
          {
            "date": "2025-01-29",
            "count": 1
          },
          {
            "date": "2025-01-30",
            "count": 1
          },
          {
            "date": "2025-02-04",
            "count": 1
          },
          {
            "date": "2025-02-05",
            "count": 2
          },
          {
            "date": "2025-02-07",
            "count": 1
          },
          {
            "date": "2025-02-08",
            "count": 1
          },
          {
            "date": "2025-02-09",
            "count": 1
          },
          {
            "date": "2025-02-10",
            "count": 1
          },
          {
            "date": "2025-02-12",
            "count": 1
          },
          {
            "date": "2025-02-16",
            "count": 1
          },
          {
            "date": "2025-02-17",
            "count": 1
          },
          {
            "date": "2025-02-20",
            "count": 1
          },
          {
            "date": "2025-02-22",
            "count": 1
          },
          {
            "date": "2025-02-24",
            "count": 2
          },
          {
            "date": "2025-02-26",
            "count": 1
          },
          {
            "date": "2025-02-27",
            "count": 1
          },
          {
            "date": "2025-03-04",
            "count": 1
          },
          {
            "date": "2025-03-05",
            "count": 5
          },
          {
            "date": "2025-03-06",
            "count": 1
          },
          {
            "date": "2025-03-11",
            "count": 1
          },
          {
            "date": "2025-03-13",
            "count": 1
          },
          {
            "date": "2025-03-21",
            "count": 3
          },
          {
            "date": "2025-03-22",
            "count": 1
          },
          {
            "date": "2025-03-25",
            "count": 1
          },
          {
            "date": "2025-03-26",
            "count": 1
          },
          {
            "date": "2025-03-29",
            "count": 1
          },
          {
            "date": "2025-04-02",
            "count": 1
          },
          {
            "date": "2025-04-03",
            "count": 2
          },
          {
            "date": "2025-04-04",
            "count": 1
          },
          {
            "date": "2025-04-10",
            "count": 2
          },
          {
            "date": "2025-04-16",
            "count": 1
          },
          {
            "date": "2025-04-20",
            "count": 1
          },
          {
            "date": "2025-04-29",
            "count": 1
          },
          {
            "date": "2025-05-01",
            "count": 3
          },
          {
            "date": "2025-05-02",
            "count": 2
          },
          {
            "date": "2025-05-06",
            "count": 1
          },
          {
            "date": "2025-05-09",
            "count": 1
          },
          {
            "date": "2025-05-10",
            "count": 1
          },
          {
            "date": "2025-05-14",
            "count": 1
          },
          {
            "date": "2025-05-20",
            "count": 1
          },
          {
            "date": "2025-05-22",
            "count": 1
          },
          {
            "date": "2025-05-26",
            "count": 2
          },
          {
            "date": "2025-05-27",
            "count": 1
          },
          {
            "date": "2025-05-28",
            "count": 2
          },
          {
            "date": "2025-05-29",
            "count": 1
          },
          {
            "date": "2025-06-02",
            "count": 1
          },
          {
            "date": "2025-06-11",
            "count": 1
          },
          {
            "date": "2025-06-15",
            "count": 1
          },
          {
            "date": "2025-06-20",
            "count": 1
          },
          {
            "date": "2025-06-26",
            "count": 1
          },
          {
            "date": "2025-06-27",
            "count": 1
          },
          {
            "date": "2025-06-30",
            "count": 1
          },
          {
            "date": "2025-07-02",
            "count": 1
          },
          {
            "date": "2025-07-03",
            "count": 1
          },
          {
            "date": "2025-07-04",
            "count": 1
          },
          {
            "date": "2025-07-07",
            "count": 1
          },
          {
            "date": "2025-07-08",
            "count": 1
          },
          {
            "date": "2025-07-09",
            "count": 2
          },
          {
            "date": "2025-07-10",
            "count": 1
          },
          {
            "date": "2025-07-14",
            "count": 1
          },
          {
            "date": "2025-07-18",
            "count": 1
          },
          {
            "date": "2025-07-21",
            "count": 1
          },
          {
            "date": "2025-07-22",
            "count": 1
          },
          {
            "date": "2025-07-24",
            "count": 1
          },
          {
            "date": "2025-07-28",
            "count": 1
          },
          {
            "date": "2025-07-29",
            "count": 1
          },
          {
            "date": "2025-07-30",
            "count": 1
          },
          {
            "date": "2025-07-31",
            "count": 1
          },
          {
            "date": "2025-08-05",
            "count": 1
          },
          {
            "date": "2025-08-08",
            "count": 1
          },
          {
            "date": "2025-08-10",
            "count": 3
          },
          {
            "date": "2025-08-13",
            "count": 2
          },
          {
            "date": "2025-08-18",
            "count": 1
          },
          {
            "date": "2025-08-19",
            "count": 1
          },
          {
            "date": "2025-08-26",
            "count": 2
          },
          {
            "date": "2025-08-29",
            "count": 1
          },
          {
            "date": "2025-08-30",
            "count": 1
          },
          {
            "date": "2025-09-03",
            "count": 1
          },
          {
            "date": "2025-09-04",
            "count": 1
          },
          {
            "date": "2025-09-09",
            "count": 1
          },
          {
            "date": "2025-09-16",
            "count": 2
          },
          {
            "date": "2025-09-17",
            "count": 2
          },
          {
            "date": "2025-09-24",
            "count": 1
          },
          {
            "date": "2025-09-25",
            "count": 1
          },
          {
            "date": "2025-09-28",
            "count": 2
          },
          {
            "date": "2025-09-29",
            "count": 1
          },
          {
            "date": "2025-09-30",
            "count": 1
          },
          {
            "date": "2025-10-01",
            "count": 2
          },
          {
            "date": "2025-10-02",
            "count": 4
          },
          {
            "date": "2025-10-03",
            "count": 3
          },
          {
            "date": "2025-10-04",
            "count": 2
          },
          {
            "date": "2025-10-06",
            "count": 7
          },
          {
            "date": "2025-10-07",
            "count": 1
          },
          {
            "date": "2025-10-08",
            "count": 3
          },
          {
            "date": "2025-10-10",
            "count": 1
          },
          {
            "date": "2025-10-13",
            "count": 5
          },
          {
            "date": "2025-10-14",
            "count": 6
          },
          {
            "date": "2025-10-15",
            "count": 1
          },
          {
            "date": "2025-10-16",
            "count": 2
          },
          {
            "date": "2025-10-17",
            "count": 1
          },
          {
            "date": "2025-10-20",
            "count": 3
          },
          {
            "date": "2025-10-21",
            "count": 1
          },
          {
            "date": "2025-10-27",
            "count": 1
          },
          {
            "date": "2025-10-28",
            "count": 1
          },
          {
            "date": "2025-10-29",
            "count": 1
          },
          {
            "date": "2025-10-31",
            "count": 1
          },
          {
            "date": "2025-11-01",
            "count": 1
          },
          {
            "date": "2025-11-02",
            "count": 1
          },
          {
            "date": "2025-11-05",
            "count": 1
          },
          {
            "date": "2025-11-06",
            "count": 1
          },
          {
            "date": "2025-11-09",
            "count": 2
          },
          {
            "date": "2025-11-10",
            "count": 1
          },
          {
            "date": "2025-11-13",
            "count": 1
          },
          {
            "date": "2025-11-16",
            "count": 2
          },
          {
            "date": "2025-11-18",
            "count": 2
          },
          {
            "date": "2025-11-19",
            "count": 3
          },
          {
            "date": "2025-11-21",
            "count": 1
          },
          {
            "date": "2025-11-23",
            "count": 1
          },
          {
            "date": "2025-11-26",
            "count": 1
          },
          {
            "date": "2025-11-28",
            "count": 1
          },
          {
            "date": "2025-12-01",
            "count": 1
          },
          {
            "date": "2025-12-11",
            "count": 2
          },
          {
            "date": "2025-12-23",
            "count": 1
          },
          {
            "date": "2025-12-30",
            "count": 1
          },
          {
            "date": "2025-12-31",
            "count": 1
          },
          {
            "date": "2026-01-02",
            "count": 1
          },
          {
            "date": "2026-01-05",
            "count": 1
          },
          {
            "date": "2026-01-06",
            "count": 1
          },
          {
            "date": "2026-01-07",
            "count": 2
          },
          {
            "date": "2026-01-10",
            "count": 1
          },
          {
            "date": "2026-01-13",
            "count": 2
          },
          {
            "date": "2026-01-16",
            "count": 2
          },
          {
            "date": "2026-01-20",
            "count": 1
          },
          {
            "date": "2026-01-22",
            "count": 1
          },
          {
            "date": "2026-01-23",
            "count": 2
          },
          {
            "date": "2026-01-24",
            "count": 1
          },
          {
            "date": "2026-01-25",
            "count": 1
          },
          {
            "date": "2026-01-26",
            "count": 2
          },
          {
            "date": "2026-01-29",
            "count": 1
          },
          {
            "date": "2026-02-01",
            "count": 1
          },
          {
            "date": "2026-02-02",
            "count": 1
          },
          {
            "date": "2026-02-04",
            "count": 2
          },
          {
            "date": "2026-02-06",
            "count": 1
          },
          {
            "date": "2026-02-09",
            "count": 2
          },
          {
            "date": "2026-02-10",
            "count": 1
          },
          {
            "date": "2026-02-11",
            "count": 1
          },
          {
            "date": "2026-02-13",
            "count": 1
          },
          {
            "date": "2026-02-15",
            "count": 2
          },
          {
            "date": "2026-02-17",
            "count": 1
          },
          {
            "date": "2026-02-20",
            "count": 1
          },
          {
            "date": "2026-02-23",
            "count": 1
          },
          {
            "date": "2026-02-25",
            "count": 1
          },
          {
            "date": "2026-02-26",
            "count": 3
          },
          {
            "date": "2026-02-27",
            "count": 1
          },
          {
            "date": "2026-02-28",
            "count": 1
          },
          {
            "date": "2026-03-01",
            "count": 1
          },
          {
            "date": "2026-03-02",
            "count": 1
          },
          {
            "date": "2026-03-04",
            "count": 2
          },
          {
            "date": "2026-03-05",
            "count": 1
          },
          {
            "date": "2026-03-06",
            "count": 1
          },
          {
            "date": "2026-03-09",
            "count": 1
          },
          {
            "date": "2026-03-10",
            "count": 2
          },
          {
            "date": "2026-03-13",
            "count": 1
          },
          {
            "date": "2026-03-18",
            "count": 1
          },
          {
            "date": "2026-03-22",
            "count": 1
          },
          {
            "date": "2026-03-23",
            "count": 2
          },
          {
            "date": "2026-03-25",
            "count": 1
          },
          {
            "date": "2026-03-30",
            "count": 1
          },
          {
            "date": "2026-03-31",
            "count": 2
          },
          {
            "date": "2026-04-03",
            "count": 1
          },
          {
            "date": "2026-04-07",
            "count": 2
          },
          {
            "date": "2026-04-08",
            "count": 2
          },
          {
            "date": "2026-04-09",
            "count": 1
          },
          {
            "date": "2026-04-10",
            "count": 2
          },
          {
            "date": "2026-04-12",
            "count": 1
          },
          {
            "date": "2026-04-14",
            "count": 1
          },
          {
            "date": "2026-04-16",
            "count": 1
          },
          {
            "date": "2026-04-20",
            "count": 1
          },
          {
            "date": "2026-04-22",
            "count": 1
          },
          {
            "date": "2026-04-23",
            "count": 2
          },
          {
            "date": "2026-04-25",
            "count": 1
          },
          {
            "date": "2026-04-27",
            "count": 1
          },
          {
            "date": "2026-04-29",
            "count": 1
          },
          {
            "date": "2026-04-30",
            "count": 2
          },
          {
            "date": "2026-05-04",
            "count": 1
          },
          {
            "date": "2026-05-12",
            "count": 1
          },
          {
            "date": "2026-05-14",
            "count": 2
          },
          {
            "date": "2026-05-16",
            "count": 1
          },
          {
            "date": "2026-05-17",
            "count": 1
          },
          {
            "date": "2026-05-18",
            "count": 1
          },
          {
            "date": "2026-05-19",
            "count": 1
          },
          {
            "date": "2026-05-20",
            "count": 1
          },
          {
            "date": "2026-05-21",
            "count": 1
          },
          {
            "date": "2026-05-22",
            "count": 1
          },
          {
            "date": "2026-05-23",
            "count": 1
          },
          {
            "date": "2026-05-24",
            "count": 1
          },
          {
            "date": "2026-05-28",
            "count": 1
          },
          {
            "date": "2026-06-01",
            "count": 1
          },
          {
            "date": "2026-06-02",
            "count": 1
          },
          {
            "date": "2026-06-03",
            "count": 1
          },
          {
            "date": "2026-06-05",
            "count": 1
          },
          {
            "date": "2026-06-09",
            "count": 1
          },
          {
            "date": "2026-06-10",
            "count": 2
          },
          {
            "date": "2026-06-14",
            "count": 1
          },
          {
            "date": "2026-06-17",
            "count": 2
          },
          {
            "date": "2026-06-24",
            "count": 1
          },
          {
            "date": "2026-07-02",
            "count": 1
          },
          {
            "date": "2026-07-05",
            "count": 2
          },
          {
            "date": "2026-07-08",
            "count": 1
          },
          {
            "date": "2026-07-11",
            "count": 1
          },
          {
            "date": "2026-07-16",
            "count": 2
          },
          {
            "date": "2026-07-19",
            "count": 1
          },
          {
            "date": "2026-07-21",
            "count": 1
          },
          {
            "date": "2026-07-22",
            "count": 2
          },
          {
            "date": "2026-07-28",
            "count": 2
          }
        ],
        "complete": true,
        "collected": 337,
        "total_forks": 344
      },
      "star_history": null,
      "open_issues_and_prs": 823
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": true,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [
        "dbt-adapters/src/dbt/adapters/py.typed",
        "dbt-adapters/src/dbt/include/py.typed",
        "mypy.ini"
      ],
      "toolchain_manifests": [],
      "largest_source_bytes": 111485,
      "source_files_sampled": 959,
      "oversized_source_files": 6,
      "agent_instruction_files": [
        "AGENTS.md",
        "CLAUDE.md"
      ],
      "agent_instruction_max_bytes": 15926
    },
    "dependencies": {
      "manifests": [
        "dbt-adapters/pyproject.toml",
        "dbt-athena-community/pyproject.toml",
        "dbt-athena/pyproject.toml",
        "dbt-bigquery/pyproject.toml",
        "dbt-postgres/pyproject.toml",
        "dbt-redshift/pyproject.toml",
        "dbt-snowflake/pyproject.toml",
        "dbt-spark/pyproject.toml",
        "dbt-tests-adapter/pyproject.toml"
      ],
      "advisories": {
        "error": null,
        "scope": "published_package",
        "source": "osv",
        "findings": [],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 33,
        "malicious_count": 0,
        "assessed_package": "pypi:dbt-adapters@1.24.5",
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "dbt-common",
          "manifest": "dbt-adapters/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.36,<2.0"
        },
        {
          "name": "dbt-protos",
          "manifest": "dbt-adapters/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.0.291,<2.0"
        },
        {
          "name": "pytz",
          "manifest": "dbt-adapters/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2015.7"
        },
        {
          "name": "agate",
          "manifest": "dbt-adapters/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.0,<2.0"
        },
        {
          "name": "mashumaro",
          "manifest": "dbt-adapters/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=3.9,<3.18"
        },
        {
          "name": "protobuf",
          "manifest": "dbt-adapters/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=6.0,<7.0"
        },
        {
          "name": "typing-extensions",
          "manifest": "dbt-adapters/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=4.0,<5.0"
        },
        {
          "name": "dbt-athena",
          "manifest": "dbt-athena-community/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "==1.11.0rc1"
        },
        {
          "name": "dbt-adapters",
          "manifest": "dbt-athena/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.24.1,<2.0"
        },
        {
          "name": "dbt-common",
          "manifest": "dbt-athena/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.0.0,<2.0"
        },
        {
          "name": "dbt-core",
          "manifest": "dbt-athena/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.8.0rc1,<2.0"
        },
        {
          "name": "boto3",
          "manifest": "dbt-athena/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.28"
        },
        {
          "name": "boto3-stubs",
          "manifest": "dbt-athena/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.28"
        },
        {
          "name": "mmh3",
          "manifest": "dbt-athena/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=4.0.1,<4.2.0"
        },
        {
          "name": "pyathena",
          "manifest": "dbt-athena/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.25,<3.35"
        },
        {
          "name": "pydantic",
          "manifest": "dbt-athena/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.10,<3.0"
        },
        {
          "name": "tenacity",
          "manifest": "dbt-athena/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=8.2,<10.0"
        },
        {
          "name": "dbt-common",
          "manifest": "dbt-bigquery/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.10,<2.0"
        },
        {
          "name": "dbt-adapters",
          "manifest": "dbt-bigquery/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.24.4,<2.0"
        },
        {
          "name": "google-cloud-bigquery",
          "manifest": "dbt-bigquery/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=3.0,<4.0"
        },
        {
          "name": "google-cloud-storage",
          "manifest": "dbt-bigquery/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.4,<3.2"
        },
        {
          "name": "google-cloud-dataproc",
          "manifest": "dbt-bigquery/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "~=5.0"
        },
        {
          "name": "google-api-core",
          "manifest": "dbt-bigquery/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.11.0"
        },
        {
          "name": "google-auth",
          "manifest": "dbt-bigquery/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.29.0"
        },
        {
          "name": "dbt-core",
          "manifest": "dbt-bigquery/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.10.0rc0,<2.0"
        },
        {
          "name": "nbformat",
          "manifest": "dbt-bigquery/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=5.10.4"
        },
        {
          "name": "google-cloud-aiplatform",
          "manifest": "dbt-bigquery/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.148.0"
        },
        {
          "name": "psycopg2-binary",
          "manifest": "dbt-postgres/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.9,<3.0"
        },
        {
          "name": "dbt-adapters",
          "manifest": "dbt-postgres/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.24.1,<2.0"
        },
        {
          "name": "dbt-core",
          "manifest": "dbt-postgres/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.8.0rc1,<2.0"
        },
        {
          "name": "dbt-common",
          "manifest": "dbt-postgres/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.0.4,<2.0"
        },
        {
          "name": "agate",
          "manifest": "dbt-postgres/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.0,<2.0"
        },
        {
          "name": "dbt-common",
          "manifest": "dbt-redshift/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.10,<2.0"
        },
        {
          "name": "dbt-adapters",
          "manifest": "dbt-redshift/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.24.1,<2.0"
        },
        {
          "name": "dbt-postgres",
          "manifest": "dbt-redshift/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.10.0rc1,<2.0"
        },
        {
          "name": "redshift-connector",
          "manifest": "dbt-redshift/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.1.8,<2.2"
        },
        {
          "name": "dbt-core",
          "manifest": "dbt-redshift/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.8.0b3,<2.0"
        },
        {
          "name": "sqlparse",
          "manifest": "dbt-redshift/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.5.0,<0.6.0"
        },
        {
          "name": "agate",
          "manifest": "dbt-redshift/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "requests",
          "manifest": "dbt-redshift/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "dbt-common",
          "manifest": "dbt-snowflake/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.10,<2.0"
        },
        {
          "name": "dbt-adapters",
          "manifest": "dbt-snowflake/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.24.4,<2.0"
        },
        {
          "name": "snowflake-connector-python",
          "manifest": "dbt-snowflake/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=4.2.0,<5.0.0"
        },
        {
          "name": "certifi",
          "manifest": "dbt-snowflake/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "<2025.4.26"
        },
        {
          "name": "dbt-core",
          "manifest": "dbt-snowflake/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.10.0rc0,<2.0"
        },
        {
          "name": "agate",
          "manifest": "dbt-snowflake/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "dbt-common",
          "manifest": "dbt-spark/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.10,<2.0"
        },
        {
          "name": "dbt-adapters",
          "manifest": "dbt-spark/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.24.1,<2.0"
        },
        {
          "name": "dbt-core",
          "manifest": "dbt-spark/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.8.0rc1,<2.0"
        },
        {
          "name": "sqlparams",
          "manifest": "dbt-spark/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=3.0.0"
        },
        {
          "name": "dbt-common",
          "manifest": "dbt-tests-adapter/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.34.0,<2.0"
        },
        {
          "name": "dbt-adapters",
          "manifest": "dbt-tests-adapter/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.14.0,<2.0"
        },
        {
          "name": "pyyaml",
          "manifest": "dbt-tests-adapter/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "freezegun",
          "manifest": "dbt-tests-adapter/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "agate",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "boto3",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "boto3-stubs",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "dbt-adapters",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "dbt-athena",
            "direct": true,
            "version": "1.11.0rc1",
            "ecosystem": "pypi"
          },
          {
            "name": "dbt-common",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "dbt-core",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "dbt-postgres",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "dbt-protos",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "google-api-core",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "google-auth",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-aiplatform",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-bigquery",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-dataproc",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-storage",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "mashumaro",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "mmh3",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "nbformat",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "protobuf",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "psycopg2-binary",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyathena",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytz",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "redshift-connector",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "snowflake-connector-python",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sqlparams",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sqlparse",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "tenacity",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "beartype",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "dagger-io",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "gql",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyhive",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyodbc",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyspark",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "python-dotenv",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "thrift",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 38,
        "direct_count": 30,
        "indirect_count": 8
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 175,
        "merged_prs": 678,
        "open_issues": 648,
        "closed_ratio": 0.362,
        "closed_issues": 368,
        "closed_unmerged_prs": 187
      },
      "bus_factor": 5,
      "bot_contributors": 3,
      "top_contributors": [
        {
          "type": "User",
          "login": "FishtownBuildBot",
          "commits": 662,
          "avatar_url": "https://avatars.githubusercontent.com/u/77737458?v=4"
        },
        {
          "type": "User",
          "login": "mikealfare",
          "commits": 418,
          "avatar_url": "https://avatars.githubusercontent.com/u/13974384?v=4"
        },
        {
          "type": "User",
          "login": "colin-rogers-biz",
          "commits": 334,
          "avatar_url": "https://avatars.githubusercontent.com/u/111200756?v=4"
        },
        {
          "type": "User",
          "login": "jtcohen6",
          "commits": 241,
          "avatar_url": "https://avatars.githubusercontent.com/u/13897643?v=4"
        },
        {
          "type": "User",
          "login": "McKnight-42",
          "commits": 177,
          "avatar_url": "https://avatars.githubusercontent.com/u/91097623?v=4"
        },
        {
          "type": "User",
          "login": "VersusFacit",
          "commits": 132,
          "avatar_url": "https://avatars.githubusercontent.com/u/67295367?v=4"
        },
        {
          "type": "User",
          "login": "emmyoop",
          "commits": 120,
          "avatar_url": "https://avatars.githubusercontent.com/u/7070049?v=4"
        },
        {
          "type": "User",
          "login": "drewbanin",
          "commits": 116,
          "avatar_url": "https://avatars.githubusercontent.com/u/1541139?v=4"
        },
        {
          "type": "User",
          "login": "nicor88",
          "commits": 98,
          "avatar_url": "https://avatars.githubusercontent.com/u/6278547?v=4"
        },
        {
          "type": "User",
          "login": "leahwicz",
          "commits": 96,
          "avatar_url": "https://avatars.githubusercontent.com/u/60146280?v=4"
        }
      ],
      "contributors_sampled": 97,
      "top_contributor_share": 0.188
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "_bump-version.yml",
        "_changelog-entry-check.yml",
        "_code-quality.yml",
        "_generate-changelog.yml",
        "_integration-tests.yml",
        "_publish-internal.yml",
        "_publish-pypi.yml",
        "_run-tests.yml",
        "_unit-tests.yml",
        "_verify-build.yml",
        "community-label.yml",
        "issue-triage.yml",
        "promote.yml",
        "publish-internal.yml",
        "publish-oss.yml",
        "pull-request-checks.yml",
        "scheduled-maintenance.yml",
        "scheduled-publishing.yml",
        "scheduled-tests.yml",
        "user-docs.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 8,
            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "18 out of 18 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 10,
            "reason": "all changesets reviewed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 15 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 0,
            "reason": "dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 4,
            "reason": "dependency not pinned by hash detected -- score normalized to 4",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 10,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": 0,
            "reason": "Project has not signed or included provenance with any releases.",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "860da89225e2ecf1bf47038f5ac40d4eaa4019a2",
        "ran_at": "2026-07-30T22:24:28Z",
        "aggregate_score": 6,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": true
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-30T05:28:18Z",
      "oldest_open_prs": [
        {
          "number": 263,
          "created_at": "2024-07-15T18:50:16Z",
          "last_comment_at": "2024-12-02T18:30:09Z",
          "last_comment_author": "steffen030"
        },
        {
          "number": 265,
          "created_at": "2024-07-19T10:53:19Z",
          "last_comment_at": "2025-05-30T20:31:44Z",
          "last_comment_author": "bbodensieck"
        },
        {
          "number": 274,
          "created_at": "2024-07-26T08:50:20Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 303,
          "created_at": "2024-09-12T07:32:29Z",
          "last_comment_at": "2024-09-12T07:32:42Z",
          "last_comment_author": "github-actions"
        },
        {
          "number": 339,
          "created_at": "2024-10-29T14:06:18Z",
          "last_comment_at": "2026-05-03T16:31:39Z",
          "last_comment_author": "Gilwe"
        },
        {
          "number": 375,
          "created_at": "2024-12-06T23:15:46Z",
          "last_comment_at": "2024-12-06T23:16:01Z",
          "last_comment_author": "github-actions"
        },
        {
          "number": 463,
          "created_at": "2025-01-13T22:56:51Z",
          "last_comment_at": "2025-07-17T02:03:43Z",
          "last_comment_author": "dependabot"
        },
        {
          "number": 656,
          "created_at": "2025-01-24T10:25:51Z",
          "last_comment_at": "2025-02-17T08:10:19Z",
          "last_comment_author": "github-actions"
        },
        {
          "number": 769,
          "created_at": "2025-02-04T13:08:47Z",
          "last_comment_at": "2025-02-04T13:08:52Z",
          "last_comment_author": "cla-bot"
        },
        {
          "number": 795,
          "created_at": "2025-02-05T23:13:45Z",
          "last_comment_at": "2025-11-14T10:29:12Z",
          "last_comment_author": "carolinabtt"
        },
        {
          "number": 802,
          "created_at": "2025-02-07T09:06:19Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 806,
          "created_at": "2025-02-09T13:35:48Z",
          "last_comment_at": "2025-02-09T13:40:47Z",
          "last_comment_author": "cla-bot"
        },
        {
          "number": 810,
          "created_at": "2025-02-10T19:54:35Z",
          "last_comment_at": "2025-03-07T04:06:36Z",
          "last_comment_author": "github-actions"
        },
        {
          "number": 823,
          "created_at": "2025-02-14T18:07:47Z",
          "last_comment_at": "2025-04-16T15:26:51Z",
          "last_comment_author": "jrdncstr"
        },
        {
          "number": 825,
          "created_at": "2025-02-18T04:22:46Z",
          "last_comment_at": "2025-03-04T13:05:49Z",
          "last_comment_author": "haojiongwang"
        },
        {
          "number": 842,
          "created_at": "2025-02-22T20:46:54Z",
          "last_comment_at": "2025-02-22T20:47:49Z",
          "last_comment_author": "github-actions"
        },
        {
          "number": 848,
          "created_at": "2025-02-24T20:41:50Z",
          "last_comment_at": "2025-02-26T22:35:19Z",
          "last_comment_author": "cla-bot"
        },
        {
          "number": 881,
          "created_at": "2025-03-06T17:28:13Z",
          "last_comment_at": "2025-03-26T23:07:28Z",
          "last_comment_author": "mikealfare"
        },
        {
          "number": 893,
          "created_at": "2025-03-08T10:34:59Z",
          "last_comment_at": "2025-03-08T10:36:01Z",
          "last_comment_author": "github-actions"
        },
        {
          "number": 897,
          "created_at": "2025-03-10T19:38:38Z",
          "last_comment_at": null,
          "last_comment_author": null
        }
      ],
      "last_merged_pr_at": "2026-07-23T18:30:08Z",
      "ci_last_conclusion": "FAILURE",
      "oldest_open_issues": [
        {
          "number": 679,
          "created_at": "2019-07-30T15:19:44Z",
          "last_comment_at": "2026-04-03T15:24:53Z",
          "last_comment_author": "bdewilde"
        },
        {
          "number": 514,
          "created_at": "2020-10-21T07:08:45Z",
          "last_comment_at": "2023-08-16T16:24:21Z",
          "last_comment_author": "gatewaycat"
        },
        {
          "number": 604,
          "created_at": "2021-01-19T14:30:39Z",
          "last_comment_at": "2023-06-21T22:18:05Z",
          "last_comment_author": "Fleid"
        },
        {
          "number": 513,
          "created_at": "2021-09-21T15:29:28Z",
          "last_comment_at": "2024-12-09T06:56:37Z",
          "last_comment_author": "rahulgoyal2987"
        },
        {
          "number": 160,
          "created_at": "2021-12-03T14:07:51Z",
          "last_comment_at": "2025-05-13T12:48:04Z",
          "last_comment_author": "endgab"
        },
        {
          "number": 154,
          "created_at": "2021-12-13T10:20:04Z",
          "last_comment_at": "2025-08-18T18:57:34Z",
          "last_comment_author": "vbgcwood"
        },
        {
          "number": 603,
          "created_at": "2022-02-04T05:25:38Z",
          "last_comment_at": "2024-11-19T09:50:10Z",
          "last_comment_author": "marappel"
        },
        {
          "number": 741,
          "created_at": "2022-03-08T14:49:25Z",
          "last_comment_at": "2026-01-08T17:25:48Z",
          "last_comment_author": "moreaupascal56"
        },
        {
          "number": 653,
          "created_at": "2022-03-14T06:40:30Z",
          "last_comment_at": "2024-04-23T15:32:47Z",
          "last_comment_author": "GitPim"
        },
        {
          "number": 512,
          "created_at": "2022-07-29T13:47:35Z",
          "last_comment_at": "2024-02-01T14:10:26Z",
          "last_comment_author": "dbeatty10"
        },
        {
          "number": 602,
          "created_at": "2022-07-29T13:48:40Z",
          "last_comment_at": "2024-02-01T14:08:15Z",
          "last_comment_author": "dbeatty10"
        },
        {
          "number": 511,
          "created_at": "2022-08-02T00:40:47Z",
          "last_comment_at": "2024-03-14T16:16:57Z",
          "last_comment_author": "ConstantinoSchillebeeckx"
        },
        {
          "number": 652,
          "created_at": "2022-09-02T02:52:00Z",
          "last_comment_at": "2024-03-25T15:51:04Z",
          "last_comment_author": "dataders"
        },
        {
          "number": 601,
          "created_at": "2022-09-12T16:41:30Z",
          "last_comment_at": "2024-08-12T07:32:11Z",
          "last_comment_author": "suchac"
        },
        {
          "number": 600,
          "created_at": "2022-09-23T11:10:44Z",
          "last_comment_at": "2024-02-18T07:01:20Z",
          "last_comment_author": "tnk-ysk"
        },
        {
          "number": 598,
          "created_at": "2022-11-10T12:15:30Z",
          "last_comment_at": "2023-03-20T20:35:33Z",
          "last_comment_author": "Fleid"
        },
        {
          "number": 597,
          "created_at": "2022-12-07T09:27:08Z",
          "last_comment_at": "2024-05-27T05:08:50Z",
          "last_comment_author": "Haebuk"
        },
        {
          "number": 156,
          "created_at": "2022-12-14T06:23:00Z",
          "last_comment_at": "2025-12-09T16:17:13Z",
          "last_comment_author": "boxysean"
        },
        {
          "number": 599,
          "created_at": "2022-12-21T14:59:07Z",
          "last_comment_at": "2023-06-21T09:50:50Z",
          "last_comment_author": "github-christophe-oudar"
        },
        {
          "number": 509,
          "created_at": "2023-01-17T21:20:37Z",
          "last_comment_at": "2024-07-17T20:30:03Z",
          "last_comment_author": "data-blade"
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/dbt-labs/dbt-adapters",
    "host": "github.com",
    "name": "dbt-adapters",
    "owner": "dbt-labs"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "exceptional",
      "name": "Overall health",
      "note": "The weighted overall 79 is calibrated to 93 on the published index scale (record calibration 2026-08-02).",
      "notes": [
        {
          "code": "overall_calibration",
          "params": {
            "raw": 79,
            "calibrated": 93,
            "calibration": "2026-08-02"
          }
        }
      ],
      "value": 93,
      "inputs": {
        "security": 68,
        "vitality": 84,
        "community": 82,
        "governance": 82,
        "calibration": "2026-08-02",
        "engineering": 78,
        "ai_readiness": 72,
        "weighted_overall_raw": 79
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 84,
        "weight": 0.21,
        "metrics": [
          {
            "key": "development_activity",
            "band": "exceptional",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
              "commits_last_year": 514,
              "human_commit_share": 1,
              "days_since_last_push": 0,
              "active_weeks_last_year": 51
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "51/52 weeks with commits",
                "points": 35.3,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 51
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "514 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 514
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "moderate",
            "name": "Release discipline",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "releases_count": 26,
              "latest_release_tag": "v1.10.4",
              "releases_from_tags": false,
              "days_since_latest_release": 602,
              "mean_days_between_releases": 5.6
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "26 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 26
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 602 days ago",
                "points": 7.2,
                "status": "partial",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 602
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~5.6 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 5.6
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "exceptional",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 10,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 10 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 10
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "excellent",
        "name": "Community & Adoption",
        "value": 82,
        "weight": 0.17,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 62,
            "inputs": {
              "forks": 344,
              "stars": 225,
              "watchers": 5,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "225 stars",
                "points": 38.1,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 225
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "344 forks",
                "points": 21.1,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 344
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "5 watchers",
                "points": 3.3,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": null,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "readme_badge_services": [],
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "exceptional",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "packages": [
                "dbt-spark",
                "dbt-athena",
                "dbt-adapters",
                "dbt-bigquery",
                "dbt-postgres",
                "dbt-redshift",
                "dbt-snowflake",
                "dbt-tests-adapter"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 128986582
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "128,986,582 downloads/month across pypi",
                "points": 80,
                "status": "met",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 128986582,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "excellent",
        "name": "Sustainability & Governance",
        "value": 82,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "excellent",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 88,
            "inputs": {
              "bus_factor": 5,
              "contributors_sampled": 97,
              "top_contributor_share": 0.188
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "5 contributor(s) cover half of all commits",
                "points": 45.9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 19% of commits",
                "points": 18.3,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 19
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "97 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 97
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 15 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "newcomer_pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 62,
            "inputs": {
              "merged_prs": 678,
              "open_issues": 648,
              "closed_issues": 368,
              "prs_merged_7d": null,
              "prs_decided_7d": null,
              "prs_merged_30d": null,
              "prs_decided_30d": null,
              "issue_closed_ratio": 0.362,
              "closed_unmerged_prs": 187,
              "first_time_authors_30d": null,
              "first_time_prs_merged_30d": null,
              "first_time_prs_decided_30d": null
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "36% of issues closed",
                "points": 15.2,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 36
                    }
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "678/865 decided PRs merged",
                "points": 23.5,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 678,
                      "decided": 865
                    }
                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
                    }
                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
              "followers": 2260,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "dbt-labs",
              "public_repos": 407,
              "account_age_days": 3765
            },
            "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": "2,260 followers of dbt-labs",
                "points": 24.1,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 2260,
                      "login": "dbt-labs"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "407 public repos, account ~10 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 407
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 10
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "dbt-spark",
                "dbt-athena",
                "dbt-adapters",
                "dbt-bigquery",
                "dbt-postgres",
                "dbt-redshift",
                "dbt-snowflake",
                "dbt-tests-adapter"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 14
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "8 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 8,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 14 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 14
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "271 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 271
                    }
                  }
                ],
                "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": 78,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "exceptional",
            "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": "20 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 20
                    }
                  }
                ],
                "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": "18 out of 18 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": 55,
            "inputs": {
              "topics": [],
              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "good",
        "name": "Security",
        "value": 68,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 6
            },
            "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": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "18 out of 18 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": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 15 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "dangerous workflow patterns detected",
                "points": 0,
                "status": "missed",
                "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 2 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 4",
                "points": 2,
                "status": "partial",
                "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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:dbt-adapters@1.24.5 runtime dependency closure — what installing the published package pulls in — 33 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-adapters@1.24.5",
                  "assessed": 33
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 33,
              "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": "exceptional",
            "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": 33,
              "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": "exceptional",
            "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"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 10
            },
            "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": 72,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.39,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 15926
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md"
                    }
                  }
                ],
                "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": "39 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 20.8,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 39,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 73,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "dbt-adapters/src/dbt/adapters/py.typed",
                "dbt-adapters/src/dbt/include/py.typed",
                "mypy.ini"
              ],
              "agent_commit_share": 0.13,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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/src/dbt/adapters/py.typed, dbt-adapters/src/dbt/include/py.typed, mypy.ini",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "dbt-adapters/src/dbt/adapters/py.typed, dbt-adapters/src/dbt/include/py.typed, mypy.ini"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "13 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 13,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 4",
                "points": 4,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 111485,
              "source_files_sampled": 959,
              "oversized_source_files": 6
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (dbt-adapters/src/dbt/adapters/py.typed, dbt-adapters/src/dbt/include/py.typed, mypy.ini)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "dbt-adapters/src/dbt/adapters/py.typed, dbt-adapters/src/dbt/include/py.typed, mypy.ini",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "6/959 source files over 60KB",
                "points": 54.7,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 959,
                      "oversized": 6
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [
        "library"
      ],
      "scores": {
        "library": 6
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-30T22:24:59.217395Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/dbt-labs/dbt-adapters.svg",
  "full_name": "dbt-labs/dbt-adapters",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 v2.3.1、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.