公开记录良好
软件健康报告模式 0.23.0 · 指标 1.13.0 · 2026-07-21 17:55 UTC
faust-streaming / faust
Python Stream Processing. A Faust fork
faust-streaming/faust 的健康指数为 100 分中的 77 分，处于「良好」区间。 其得分最高的类别是Engineering Quality（100/100），最低的是Sustainability & Governance（60/100）。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。
77
总分 / 100软件健康指数
指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 49（有风险）的上限。AI 就绪度不计入总体分。
77
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
所有权
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 | 标签 |
|---|---|---|---|---|---|---|
| PyPI | faust-streaming | 0.13.0 | - | 194 | 0 天前 | streamprocessingasynciodistributedqueuekafka |
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？
74
开发活跃度
62中等
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 2.1/36 | 提交节奏 — 52 周中有 3 周有提交 |
| 13.9/18 | 提交量 — 最近一年 34 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 34 |
| human_commit_share | 0.9 |
| days_since_last_push | 0 |
| active_weeks_last_year | 3 |
发布纪律
92优秀
评分方式
| 27/27 | 有发布版本 — 已发布 82 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 0 天前 |
| 19.8/27 | 发布节奏 — 约每 103.3 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 82 |
| latest_release_tag | v0.13.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 103.3 |
已排除计分（无数据或不适用）：OpenSSF Scorecard：Signed-Releases。 其余权重已重新归一化。
社区与采用
项目是否拥有用户、下载量与关注度，并具备欢迎贡献者参与的配置？
87
流行度与采用
80良好
评分方式
| 53.1/60 | 星标 — 1,879 个星标 |
| 19.2/25 | 复刻 — 205 个复刻 |
| 8/15 | 关注者 — 28 位关注者 |
所用输入
| forks | 205 |
| stars | 1,879 |
| watchers | 28 |
| growth_state | organic |
| growth_factor_pct | 100 |
社区健康
94优秀
评分方式
| 22.5/22.5 | README |
| 16.9/22.5 | 许可证 — 存在许可证文件，但不是可识别的许可证 |
| 18/18 | CONTRIBUTING 指南 |
| 13.5/13.5 | 行为准则 |
| 7.2/7.2 | 议题模板 |
| 6.3/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 是 |
| has_code_of_conduct | 是 |
| has_pull_request_template | 是 |
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？
60
维护者韧性（巴士系数）
36存在风险
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 3.3/22.5 | 提交分布 — 头号贡献者编写了 85% 的提交 |
| 13.5/13.5 | 贡献者广度 — 99 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 19 contributing companies or organizations |
所用输入
| bus_factor | 1 |
| contributors_sampled | 99 |
| top_contributor_share | 0.853 |
议题与 PR 响应能力
61中等
评分方式
| 28.3/46.8 | 议题解决 — 61% 的议题已关闭 |
| 32.8/38.3 | PR 接受 — 已裁定的 PR 中 330/385 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 1/25 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 330 |
| open_issues | 125 |
| closed_issues | 192 |
| issue_closed_ratio | 0.606 |
| closed_unmerged_prs | 55 |
所有权与托管责任
56中等
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 9.2/25 | 所有者影响力 — faust-streaming 有 18 位关注者 |
| 17.2/25 | 既往记录 — 5 个公开仓库，账户约 5 年 |
所用输入
| followers | 18 |
| owner_type | Organization |
| is_verified | — |
| owner_login | faust-streaming |
| public_repos | 5 |
| account_age_days | 2,098 |
软件包维护
100优秀
评分方式
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 0 天前 |
| 20/20 | 版本历史 — 194 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
| packages | faust-streaming |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 0 |
工程质量
基础的工程与文档实践是否到位？
100
工程实践
100优秀
评分方式
| 24/24 | CI 工作流 — 3 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 — tox.ini |
| 9.6/9.6 | Pre-commit 钩子 |
| 6.4/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard：CI-Tests — 25 out of 25 merged PRs checked by a CI test -- score normalized to 10 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 是 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
文档
100优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://faust-streaming.github.io/faust/ |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 5 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | asyncio, python-streaming, kafka, redis, distributed-systems |
| has_wiki | 是 |
| homepage | https://faust-streaming.github.io/faust/ |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
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？
66
安全态势
57中等
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — 无数据 |
| 2.5/2.5 | CI-Tests — 25 out of 25 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 1/25 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 19 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.2/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 5/5 | SAST — SAST tool is run on all commits |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 1.5/7.5 | Vulnerabilities — 8 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 5.7 |
已排除计分（无数据或不适用）：branch_protection, signed_releases。 其余权重已重新归一化。
依赖安全公告
100优秀
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 |
| 0/25 | 间接依赖不含已知公告 — 在此范围内，传递依赖集合无法与开发和测试依赖区分 |
| 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
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 4 |
| unassessed_packages | 73 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
已排除计分（无数据或不适用）：间接依赖不含已知公告, 没有长期未处理的公告。 其余权重已重新归一化。 已将 4 个已解析依赖与 OSV 比对。 有 73 项无法评估——没有已解析的版本、生态系统不受支持，或超出所报告的软件包清单。 该仓库未发布任何索引可解析的软件包，因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起，因此仅对声明的运行时依赖计分；传递性发现仅作为背景信息列出，不计入评分。 未对可达性进行分析。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。
66
AI 代理上下文与指引
40存在风险
评分方式
| 0/45 | 代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则 |
| 0/15 | 机器可读文档（llms.txt） |
| 40/40 | 可读的提交历史 — 90 次人类提交中有 76 次说明了意图（结构化标题或解释性正文） |
所用输入
| has_llms_txt | 否 |
| legible_history_share | 0.844 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
评分方式
| 18/18 | 一条命令的引导启动 — Makefile, docs/Makefile |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 — tox.ini |
| 11/11 | 静态类型检查 — faust/py.typed |
| 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 16 次由代理编写或署名代理 |
| 8/8 | 自动化维护 — 最近 100 次提交中有 10 次为自动依赖更新 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | — |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | Makefile, docs/Makefile |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | faust/py.typed |
| agent_commit_share | 0.16 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0.1 |
面向模型的代码可读性
82良好
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（faust/py.typed） |
| 54.5/55 | 可控的文件大小 — 采样的 411 个源文件中有 4 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 83,007 |
| source_files_sampled | 411 |
| oversized_source_files | 4 |
机器可读接口
40存在风险
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples |
所用输入
| example_dirs | examples |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
1,879GitHub 星标
99贡献者
34最近 12 个月提交数
0距最近推送天数
82发布版本数
1巴士系数（bus factor）
125开放议题
PyPI软件包生态系统数
数据采集警告
- deps.dev does not index pypi:faust-streaming@0.13.0; advisories assessed against the repository dependency graph instead
更多细节
Star 与 Fork 历史 1,879 ★ / 205 ⇿
1,879Star
205Fork
79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。
仅显示最近的历史——该仓库超出采集窗口，因此未采集最早的历史记录。
主版本 0次版本 9修订 69
每个点涵盖 6 天。
OpenSSF Scorecard 5.7 / 10
5.7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）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 不适用 | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 25 out of 25 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 1/25 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 19 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 9 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 10 | SAST | SAST tool is run on all commits |
| 0 | Security-Policy | security policy file not detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 2 | Vulnerabilities | 8 existing vulnerabilities detected |
全部依赖 77
来自 GitHub 依赖图的完整解析依赖集合：0 个直接依赖与 77 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 |
|---|---|---|---|
| PyPI | aerospike | — | 间接 |
| PyPI | aiodns | — | 间接 |
| PyPI | aiohttp | — | 间接 |
| PyPI | aiohttp-cors | — | 间接 |
| PyPI | aiokafka | — | 间接 |
| PyPI | aiomonitor | — | 间接 |
| PyPI | asyncio-ipython-magic | — | 间接 |
| PyPI | autoflake | — | 间接 |
| PyPI | bandit | — | 间接 |
| PyPI | black | 26.5.1 | 间接 |
| PyPI | ciso8601 | — | 间接 |
| PyPI | click | — | 间接 |
| PyPI | confluent-kafka | — | 间接 |
| PyPI | croniter | — | 间接 |
| PyPI | cython | — | 间接 |
| PyPI | datadog | — | 间接 |
| PyPI | django | — | 间接 |
| PyPI | dnspython | — | 间接 |
| PyPI | envoy | — | 间接 |
| PyPI | eventlet | — | 间接 |
| PyPI | faust | — | 间接 |
| PyPI | faust-aioeventlet | — | 间接 |
| PyPI | faust-cchardet | — | 间接 |
| PyPI | faust-streaming-rocksdb | — | 间接 |
| PyPI | flake8 | 5.0.4 | 间接 |
| PyPI | flake8-bugbear | — | 间接 |
| PyPI | flake8-comprehensions | — | 间接 |
| PyPI | freezegun | — | 间接 |
| PyPI | hypothesis | — | 间接 |
| PyPI | intervaltree | — | 间接 |
| PyPI | isort | 8.0.1 | 间接 |
| PyPI | jinja2 | — | 间接 |
| PyPI | m2r2 | — | 间接 |
| PyPI | mode-streaming | — | 间接 |
| PyPI | mypy | — | 间接 |
| PyPI | mypy-extensions | — | 间接 |
| PyPI | opentracing | — | 间接 |
| PyPI | orjson | — | 间接 |
| PyPI | packaging | — | 间接 |
| PyPI | pre-commit | — | 间接 |
| PyPI | prometheus-client | — | 间接 |
| PyPI | pydocstyle | — | 间接 |
| PyPI | pytest | — | 间接 |
| PyPI | pytest-aiofiles | — | 间接 |
| PyPI | pytest-aiohttp | — | 间接 |
| PyPI | pytest-asyncio | — | 间接 |
| PyPI | pytest-cov | — | 间接 |
| PyPI | pytest-forked | — | 间接 |
| PyPI | pytest-picked | — | 间接 |
| PyPI | pytest-random-order | — | 间接 |
| PyPI | pytest-sugar | — | 间接 |
| PyPI | python-dateutil | — | 间接 |
| PyPI | pytz | — | 间接 |
| PyPI | pyyaml | — | 间接 |
| PyPI | raven | — | 间接 |
| PyPI | raven-aiohttp | — | 间接 |
| PyPI | redis | — | 间接 |
| PyPI | rocksdict | — | 间接 |
| PyPI | sentry-sdk | — | 间接 |
| PyPI | setproctitle | — | 间接 |
| PyPI | setuptools | — | 间接 |
| PyPI | setuptools-scm | — | 间接 |
| PyPI | six | — | 间接 |
| PyPI | sphinx | — | 间接 |
| PyPI | sphinx-autobuild | — | 间接 |
| PyPI | sphinx-autodoc-typehints | — | 间接 |
| PyPI | sphinx-celery | — | 间接 |
| PyPI | sphinx-rtd-theme | — | 间接 |
| PyPI | sphinx2rst | — | 间接 |
| PyPI | statsd | — | 间接 |
| PyPI | terminaltables | — | 间接 |
| PyPI | tox | — | 间接 |
| PyPI | twine | — | 间接 |
| PyPI | venusian | 3.1.0 | 间接 |
| PyPI | vulture | — | 间接 |
| PyPI | wheel | — | 间接 |
| PyPI | yarl | — | 间接 |
依赖安全公告 0
该仓库未发布可被索引解析的包，因此评估的是其自身的依赖图——共 4 个包，其中也包含从不交付的开发与测试版本固定：0 个存在已知公告，0 个为直接依赖。 有 73 个无法评估——没有已解析的版本、生态系统不受支持，或不在所列包清单之内。
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": [
"asyncio",
"python-streaming",
"kafka",
"redis",
"distributed-systems"
],
"is_fork": false,
"size_kb": 10438,
"has_wiki": true,
"homepage": "https://faust-streaming.github.io/faust/",
"languages": {
"HTML": 9468,
"Shell": 3045,
"Cython": 15788,
"Python": 2248346,
"Makefile": 6915
},
"pushed_at": "2026-07-21T17:54:24Z",
"created_at": "2020-10-22T15:32:50Z",
"owner_type": "Organization",
"updated_at": "2026-07-21T17:53:10Z",
"description": "Python Stream Processing. A Faust fork",
"is_archived": false,
"is_disabled": false,
"license_spdx": null,
"default_branch": "master",
"license_spdx_raw": "NOASSERTION",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": null,
"name": "faust-streaming",
"type": "Organization",
"login": "faust-streaming",
"company": null,
"location": null,
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"author_login": "wbarnha",
"committed_at": "2026-07-21T00:35:55Z",
"body_truncated": false,
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},
{
"oid": "0a928972e85de800d09af53c47bc7549b66d8760",
"body": null,
"is_bot": false,
"headline": "ci: test the integration suite against Kafka 4.0 as well as 3.8.1 (#714)",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-20T12:37:09Z",
"body_truncated": false,
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{
"oid": "3c1839446ba196ee5b229aa14e53355c72c38920",
"body": null,
"is_bot": false,
"headline": "Merge pull request #713 from faust-streaming/claude/release-v0.12.1-prep",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-19T19:13:28Z",
"body_truncated": false,
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{
"oid": "5b6aff79d6d23046d4b75bb23f5822a78126b25e",
"body": null,
"is_bot": false,
"headline": "Merge branch 'master' into claude/release-v0.12.1-prep",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-19T19:04:01Z",
"body_truncated": false,
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{
"oid": "411e6dd83e7c4c17ec0e066bc981931d261f3a69",
"body": "PyPI rejected the v0.12.0 sdist upload:\n\n 400 Filename 'faust-streaming-0.12.0.tar.gz' is invalid,\n should be 'faust_streaming-0.12.0.tar.gz'.\n\nThe release job built the sdist with the deprecated `setup.py sdist` under an\nold setuptools floor, which emits the legacy hyphenated distribution\n[…]\non -m build --sdist` now produces\n`faust_streaming-<version>.tar.gz`.\n\n\nClaude-Session: https://claude.ai/code/session_01HHPL4VFWQRQPpjR1gXSKyL\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "ci: build sdist with `python -m build` for a PEP 625 filename (#712)",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-19T19:03:16Z",
"body_truncated": true,
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{
"oid": "dd0c896749ea810dac8ad2a50e9327b16b841e05",
"body": "v0.12.1 is a packaging-only patch: v0.12.0's wheels published but its sdist was\nrejected by PyPI under PEP 625. Add the changelog entry and standalone release\nnotes for the fix (#712).\n\nVersioning is setuptools_scm-driven (the git tag is the version) and the docs\nversion is derived from faust.__ver\n[…]\nlude of\nCHANGELOG.md, and the docs version banner updates from the tag.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01HHPL4VFWQRQPpjR1gXSKyL",
"is_bot": false,
"headline": "docs: prepare v0.12.1 release notes and changelog",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-19T19:00:54Z",
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{
"oid": "3f8e190ba5217f5c4949fe605e50e48511272318",
"body": "* docs: prepare v0.12.0 release notes and changelog\n\nResume the Keep a Changelog format (dormant since v0.8.10) with a v0.12.0\nsection, and add standalone GitHub release notes covering the changes since\nv0.11.3 plus the pending fix stack.\n\nHighlights: two offset data-loss fixes (#606/#707, #316/#692\n[…]\n8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01HHPL4VFWQRQPpjR1gXSKyL\n\n* Delete RELEASE_NOTES_v0.12.0.md\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: prepare v0.12.0 release notes, changelog, and docs version (#708)",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-19T18:27:34Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "ade8a09f45adf684c6e351b1bc59e9bcdede8597",
"body": "* docs: correct stale dependency and version references\n\nThe user-facing docs still carried robinhood-era and pre-0.12 details:\n\n- `redis` extra listed the long-deprecated `aredis`; it is backed by\n `redis-py` now (since #635).\n- The \"What do I need?\" sidebar claimed Python 3.8 while the prose righ\n[…]\nra.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01HHPL4VFWQRQPpjR1gXSKyL\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: correct stale dependency and version references (#710)",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-19T16:56:09Z",
"body_truncated": true,
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},
{
"oid": "d95af522e43d73af04aa00bf6228a71fc6ef35e8",
"body": "…9, require 3.14) (#690)\n\n* Modernize release wheel-build runners\n\nThe build_wheels matrix pinned ubuntu-20.04, whose runner image GitHub\nretired in April 2025 -- that job can no longer schedule. macos-13 is also\non the deprecation path, and pypa/cibuildwheel@v2.10.1 (Sept 2022) predates\nPython 3.12\n[…]\nrs.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01HHPL4VFWQRQPpjR1gXSKyL\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Modernize CI: wheel runners, Windows wheels, and test matrix (drop 3.…",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-19T16:12:22Z",
"body_truncated": true,
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},
{
"oid": "c95a51826baac5768a7aae7e5effcc20a39f6e7f",
"body": null,
"is_bot": false,
"headline": "ci: add live-broker integration test harness (Kafka in CI) (#706)",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-19T15:31:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3073eb90e8aadeb3b3e66b51aba777229c2146e6",
"body": "Adds 3.14 to the test matrix, producing required 'Python 3.14/Cython:\ntrue' and 'Python 3.14/Cython: false' jobs alongside the existing 3.13\nlegs. All matrix legs feed the aggregate '✅ Ensure the required checks\npassing' job, so they become required wherever branch protection\nrequires that check.\n\nP\n[…]\nnt-loop creation that mode relied on at import time.\n\nAssisted-by: Claude\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01HgnKFtXZbCjXNoVNWa5JLd",
"is_bot": false,
"headline": "ci: test on Python 3.14 with and without Cython",
"author_name": "Claude",
"author_login": "claude",
"committed_at": "2026-07-19T02:41:02Z",
"body_truncated": true,
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},
{
"oid": "f3019aa21e77b6e836d8252491de21c585761813",
"body": null,
"is_bot": false,
"headline": "Merge pull request #687 from faust-streaming/claude/test-quick-wins",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-18T15:52:37Z",
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},
{
"oid": "04238685eafda35f3a43c99f873c839dee9697cf",
"body": null,
"is_bot": false,
"headline": "Merge branch 'master' into claude/test-quick-wins",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-18T03:34:29Z",
"body_truncated": false,
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},
{
"oid": "11834d8aefaf157e12ce91ff3779d538d3179786",
"body": "…g-assignor",
"is_bot": false,
"headline": "Merge pull request #682 from faust-streaming/claude/aiokafka-changelo…",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-18T03:34:04Z",
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},
{
"oid": "28384bf5efed8be5744a3b6d57641d407f540a6f",
"body": null,
"is_bot": false,
"headline": "Merge branch 'master' into claude/aiokafka-changelog-assignor",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-17T22:04:38Z",
"body_truncated": false,
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},
{
"oid": "e4f9a3f18eeb2e5c690f45d8ce264f8f5c87feee",
"body": "The new MetadataRequest([]) / CreateTopicsRequest(...) forms require the\naiokafka 0.13.0 protocol refactor; on aiokafka < 0.13 MetadataRequest is a\nversioned list (not callable) and CreateTopicsRequest must be indexed by\nversion. Faust keeps its aiokafka>=0.10 floor and already branches on\n_AIOKAFKA\n[…]\n=0.13\n\nThis also fixes master's latent breakage where CreateTopicsRequest[version]\nalready fails on aiokafka 0.13+. Also drop a duplicate\n_AIOKAFKA_HAS_API_VERSION definition introduced by the rebase.",
"is_bot": false,
"headline": "Guard aiokafka metadata/admin calls by protocol-API version",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-17T22:01:27Z",
"body_truncated": true,
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},
{
"oid": "f85f28dbc18a384b08862133d79eacf969a1bf9b",
"body": "Convert three coverage gaps into genuine tests instead of leaving them\nexcluded:\n\n- utils/functional.py: add a test for translate() (only consecutive_numbers\n was covered -> 75%); now 100%. Remove its .coveragerc omit.\n- utils/platforms.py: test max_open_files() across all branches (normal\n hard l\n[…]\npp with a\n RuntimeError; 0% -> 100% (was measured but untested).\n\nplatforms tests use stacked @patch decorators rather than a parenthesized\nmulti-context 'with' so the file stays valid on Python 3.9.",
"is_bot": false,
"headline": "Add tests for functional/platforms/agent_stopper utils (real coverage)",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-17T13:33:22Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "bb06adcb27dbc2c2098a2a2ea1cc9849d6fcdce0",
"body": "#649 bumped upload/download-artifact from v3 to v4 but kept the v3\npattern where every build_wheels matrix leg (and the sdist) uploaded\nunder a shared artifact name and the publish job downloaded a single\nname. v3 merged same-named uploads; v4 does not -- each upload is its\nown immutable artifact an\n[…]\nish job with pattern: cibw-* + merge-multiple into\ndist/, add skip-existing so re-runs can backfill, and if-no-files-found:\nerror so an empty build fails loudly instead of silently publishing\nnothing.",
"is_bot": false,
"headline": "Fix release artifact upload/download for upload-artifact@v4 (#684)",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-17T04:11:44Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "a26f83bce23c1fd16d78904b1e984c7875b55ecb",
"body": null,
"is_bot": false,
"headline": "remove support for python3.9 and below",
"author_name": "Marco Moser",
"author_login": null,
"committed_at": "2026-07-17T03:14:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3031196d3fef95053df7a70d286fd97047461bb2",
"body": "…min request compatibility\n\nEnsure worker consumers use the Faust assignor whenever changelog tables are present,\neven with zero standby replicas, so table recovery mapping remains correct. Also update\nmetadata/create-topics request construction for newer aiokafka APIs.",
"is_bot": false,
"headline": "fix(aiokafka): keep Faust assignor for changelog tables and update ad…",
"author_name": "Marco Moser",
"author_login": null,
"committed_at": "2026-07-17T03:14:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a413a74b3e09722cd4112609377a08a4bb2a3297",
"body": "…xes-63nsnu",
"is_bot": false,
"headline": "Merge pull request #679 from faust-streaming/claude/faust-prs-sync-fi…",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-17T02:52:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e5f5b43ea82a79684545bead794e05f9cd996a8d",
"body": "The confluent readd had switched examples/word_count.py to\n'confluent://localhost:9092'. Confluent is an optional, experimental\ntransport (installed via faust[ckafka]); mainstream examples should use\nthe default aiokafka transport. Revert the example broker to\n'kafka://localhost:9092'.",
"is_bot": false,
"headline": "Keep aiokafka (kafka://) as the default broker in the word_count example",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-17T01:13:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a9e3eab0e1d9fe966bc07f0c29387ce6413ecdd7",
"body": null,
"is_bot": false,
"headline": "Merge remote-tracking branch 'origin/master' into faust-679",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-17T01:11:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c3c4244d734377a6f7782ef2bb201abe181b739b",
"body": null,
"is_bot": false,
"headline": "Merge pull request #680 from faust-streaming/claude/pin-lint-versions",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-17T01:10:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b282d425ec57c89cae81b4a058bfdc07d13f8c71",
"body": "black 26.5.1 and isort 8.0.1 require Python >= 3.10, so pinning them\nunconditionally broke 'pip install -r requirements/test.txt' on the\nPython 3.9 test-matrix jobs. black/isort are lint-only and only run in\nthe lint job (PYTHON_LATEST), so pin them on 3.10+ and fall back to an\nunpinned install on 3.9, where they are installed but never invoked.",
"is_bot": false,
"headline": "Guard formatter pins with a Python 3.10+ marker",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-17T01:04:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5a5a2e0297717019bc6f797b0364a1bc6606c949",
"body": null,
"is_bot": false,
"headline": "Merge branch 'master' into claude/pin-lint-versions",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-17T01:02:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "10f0f58842234524a7afc4d756c4481d3f386483",
"body": null,
"is_bot": false,
"headline": "Fix CI lint formatting drift in tests and aerospike store (#677)",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-17T01:02:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8f9254232296e1d3fa55fb14c1f104c90aa40fe9",
"body": "black and isort were unpinned in requirements/test.txt, so CI always\ninstalled the newest release. When isort 8.0.1 and black 26.5.1 shipped,\ntheir changed formatting output started failing 'Check linting' on\notherwise-unchanged trees -- lint was passing or failing depending only\non when the job happened to run.\n\nPin both to the current versions (the ones the tree is already formatted\nfor) so linting is reproducible. Bump them deliberately, together with a\ntree-wide reformat, in future.",
"is_bot": false,
"headline": "Pin black and isort to keep CI lint reproducible",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-16T16:36:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7ed39f50d868d4006114be33616eca2bd3aa22a2",
"body": "confluent.py is only importable when the ckafka extra (faust[ckafka]) is\ninstalled, which the CI test environment does not do -- so its tests are\nskipped there and the file shows as 0% covered, dragging project/patch\ncoverage down. Omit it from coverage like the memory driver already is;\nthe driver's own tests still run wherever confluent-kafka is available.",
"is_bot": false,
"headline": "Exclude optional confluent driver from coverage",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-16T14:23:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a175c215b6206e44af975275c18009886255a4b7",
"body": "confluent-kafka is an optional extra (faust[ckafka]) and is not part of\nrequirements/test.txt, so it is absent in the CI test matrix. The test\nmodule imports the driver (which imports confluent_kafka) at import time,\nwhich turned every matrix job into a collection error. Guard the module\nwith pytest.importorskip('confluent_kafka') so it skips cleanly when the\noptional dependency is unavailable, and runs in full where it is.",
"is_bot": false,
"headline": "Skip confluent driver tests when confluent-kafka is not installed",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-16T14:17:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "21994eb50b30b5fee014e1b7af6e79708b526085",
"body": "Consumer.create_topic() computed retention as\nint(want_seconds(retention) * 1000.0) unconditionally, so the default\nretention=None raised TypeError (None * 1000.0) whenever a topic was\ndeclared without an explicit retention. Guard the conversion the same way\nthe aiokafka driver does (pass None through), and add a regression test.",
"is_bot": false,
"headline": "Fix crash in confluent Consumer.create_topic with no retention",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-16T13:46:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ba2b4962c011d439d33481f1a1b8c9c25879915c",
"body": "The previous tests/unit/transport/drivers/test_confluent.py (~1375 lines)\nwas copied wholesale from the aiokafka test suite and asserted against\nmethods the confluent driver never had (_fetch_records, _max_poll_records,\ntransactional producer methods that raise NotImplementedError, ...), so\n60 of 85\n[…]\nonfluent_kafka Consumer/Producer mocked so no broker is\nneeded. 56 tests, all passing, runs in <1s. Includes a regression guard\nthat AsyncConsumer construction never calls the removed io_event_enable.",
"is_bot": false,
"headline": "Rewrite confluent driver tests against the real driver API",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-16T13:43:03Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "5bdd8d3abcfa742b8ac7bdab486466a7a866b8eb",
"body": "The driver depended on Consumer.io_event_enable(), an eventfd-based\nnotification API that only exists in the unmerged 2022 fork\nstephan-hof/confluent-kafka-python@features/io_event_enable and is\nabsent from every released confluent-kafka. This made faust[ckafka]\ninstall an abandoned personal fork an\n[…]\nl behavior changes.\n\nPoint requirements/extras/ckafka.txt at the official\nconfluent-kafka>=2.0.0 release, and drop the now-unused os, struct and\nweakref imports plus a dead cast in Consumer.on_stop().",
"is_bot": false,
"headline": "Make confluent driver work with released confluent-kafka",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-16T13:30:38Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "eb323f24ad59009ab610d2b41cdf8d5b366bd549",
"body": "Resolve conflict in faust/transport/drivers/__init__.py by keeping the\nFactoryMapping-based transport registry (with the confluent driver\nregistered), consistent with every other faust registry (stores, web\ncache backends, fixups) and preserving lazy driver loading so the\noptional confluent_kafka dependency is only imported when the confluent\ntransport is actually selected.",
"is_bot": false,
"headline": "Merge branch 'master' into readd-confluent",
"author_name": "William Barnhart",
"author_login": "wbarnha",
"committed_at": "2026-07-16T13:22:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "47201a6a03bc843c7414326857ca316f83619921",
"body": "aiokafka 0.13.0 removed the `api_version` parameter from both\n`AIOKafkaConsumer` and `AIOKafkaProducer`. Since faust requires\n`aiokafka>=0.10.0`, it needs to handle both old and new versions.\n\nThis adds a version check and conditionally includes `api_version`\nonly when running with aiokafka < 0.13.0.\n\nFixes #672\n\nCo-authored-by: nightcityblade <nightcityblade@gmail.com>",
"is_bot": false,
"headline": "fix: support aiokafka 0.13.0 which removed api_version parameter (#674)",
"author_name": "nightcityblade",
"author_login": "nightcityblade",
"committed_at": "2026-03-30T11:29:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ff75c0be3d784d28b9f69ba3ea94be769b151b89",
"body": "Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 3 to 5.\r\n- [Release notes](https://github.com/codecov/codecov-action/releases)\r\n- [Changelog](https://github.com/codecov/codecov-action/blob/main/CHANGELOG.md)\r\n- [Commits](https://github.com/codecov/codecov-action/compar\n[…]\n:production\r\n update-type: version-update:semver-major\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Bump codecov/codecov-action from 3 to 5 (#647)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2024-11-22T16:54:37Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "190b207f27b29fa14f241101ded5abbdb4b34f06",
"body": "* EOL support for Python 3.8\r\n\r\n* Remove Python 3.8 from python-package.yml",
"is_bot": false,
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"headline": "Fix imports from updates in mode-streaming~=0.4.0 (#618)",
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"headline": "bugfix: Fix cython stream_event_in to match python impl (#608)",
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"headline": "Add example for medium/large projects in FastAPI (#595)",
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"body": "Bumps [actions/upload-pages-artifact](https://github.com/actions/upload-pages-artifact) from 2 to 3.\r\n- [Release notes](https://github.com/actions/upload-pages-artifact/releases)\r\n- [Commits](https://github.com/actions/upload-pages-artifact/compare/v2...v3)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependenc\n[…]\n:production\r\n update-type: version-update:semver-major\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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"headline": "Bump actions/upload-pages-artifact from 2 to 3 (#593)",
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"headline": "Bump actions/deploy-pages from 3 to 4 (#592)",
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"body": "Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 3 to 4.\r\n- [Release notes](https://github.com/actions/upload-artifact/releases)\r\n- [Commits](https://github.com/actions/upload-artifact/compare/v3...v4)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: actions/upload-a\n[…]\n\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\nCo-authored-by: William Barnhart <williambbarnhart@gmail.com>",
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"headline": "Bump actions/upload-artifact from 3 to 4 (#590)",
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"body": "Bumps [actions/download-artifact](https://github.com/actions/download-artifact) from 3 to 4.\r\n- [Release notes](https://github.com/actions/download-artifact/releases)\r\n- [Commits](https://github.com/actions/download-artifact/compare/v3...v4)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: actions/\n[…]\n:production\r\n update-type: version-update:semver-major\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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"headline": "Bump actions/download-artifact from 3 to 4 (#589)",
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"body": "Bumps [github/codeql-action](https://github.com/github/codeql-action) from 2 to 3.\r\n- [Release notes](https://github.com/github/codeql-action/releases)\r\n- [Changelog](https://github.com/github/codeql-action/blob/main/CHANGELOG.md)\r\n- [Commits](https://github.com/github/codeql-action/compare/v2...v3)\n[…]\n:production\r\n update-type: version-update:semver-major\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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"headline": "Bump github/codeql-action from 2 to 3 (#588)",
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"body": "Bumps [actions/setup-python](https://github.com/actions/setup-python) from 4 to 5.\n- [Release notes](https://github.com/actions/setup-python/releases)\n- [Commits](https://github.com/actions/setup-python/compare/v4...v5)\n\n---\nupdated-dependencies:\n- dependency-name: actions/setup-python\n dependency-\n[…]\nirect:production\n update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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"headline": "Bump actions/setup-python from 4 to 5 (#585)",
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"body": "… /requirements (#583)\n\n* Update aiokafka requirement in /requirements\n\nUpdates the requirements on [aiokafka](https://github.com/aio-libs/aiokafka) to permit the latest version.\n- [Release notes](https://github.com/aio-libs/aiokafka/releases)\n- [Changelog](https://github.com/aio-libs/aiokafka/blob/\n[…]\n-\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: William Barnhart <williambbarnhart@gmail.com>",
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"headline": "Update aiokafka requirement from <0.9.0,>=0.8.0 to >=0.8.0,<0.10.0 in…",
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"body": "* Add official support for Python 3.12\n\n* commit remaining lint changes",
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"headline": "Add official support for Python 3.12 (#587)",
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"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
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}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 85% of commits",
"points": 3.3,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 85
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}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "99 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 99
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}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 19 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 61,
"inputs": {
"merged_prs": 330,
"open_issues": 125,
"closed_issues": 192,
"issue_closed_ratio": 0.606,
"closed_unmerged_prs": 55
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"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "61% of issues closed",
"points": 28.3,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 61
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "330/385 decided PRs merged",
"points": 32.8,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
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"merged": 330,
"decided": 385
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}
],
"max_points": 38.25
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{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 1/25 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
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"note": null,
"notes": [],
"value": 56,
"inputs": {
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"owner_type": "Organization",
"is_verified": null,
"owner_login": "faust-streaming",
"public_repos": 5,
"account_age_days": 2098
},
"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": "18 followers of faust-streaming",
"points": 9.2,
"status": "partial",
"details": [
{
"code": "owner_followers",
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"count": 18,
"login": "faust-streaming"
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}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "5 public repos, account ~5 yr old",
"points": 17.2,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 5
}
},
{
"code": "account_age_years",
"params": {
"years": 5
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"faust-streaming"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "194 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 194
}
}
],
"max_points": 20
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{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
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}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 100,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": true,
"has_linter_config": true,
"has_precommit_config": true
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"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "3 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 3
}
}
],
"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": "tox.ini",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "tox.ini"
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}
],
"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": 6.4,
"status": "met",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "25 out of 25 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
"asyncio",
"python-streaming",
"kafka",
"redis",
"distributed-systems"
],
"has_wiki": true,
"homepage": "https://faust-streaming.github.io/faust/",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
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"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": "https://faust-streaming.github.io/faust/",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "5 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 5
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 66,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 57,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 5.7
},
"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": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "25 out of 25 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 1/25 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 19 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is run on all commits",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "8 existing vulnerabilities detected",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 4 resolved dependencies against OSV; 73 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 4
}
},
{
"code": "advisories_unassessed",
"params": {
"count": 73
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 4,
"unassessed_packages": 73,
"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": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 4,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
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"review_only_matches": 0,
"assessed_self_published_locations": 5
},
"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": "moderate",
"name": "AI Readiness",
"value": 66,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
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"legible_history_share": 0.844,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
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"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "76 of 90 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 76,
"sampled": 90
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}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "excellent",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 90,
"inputs": {
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"has_tests": true,
"lockfiles": [],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [
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"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
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"agent_commit_share": 0.16,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0.1
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"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile, docs/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile, docs/Makefile"
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}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": "tox.ini",
"points": 11,
"status": "met",
"details": [
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"code": "file_list",
"params": {
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}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "faust/py.typed",
"points": 11,
"status": "met",
"details": [
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"code": "file_list",
"params": {
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}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile"
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}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "16 of the last 100 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
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"sampled": 100
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}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "10 of the last 100 commits are automated dependency updates",
"points": 8,
"status": "met",
"details": [
{
"code": "dependency_bot_commits",
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"sampled": 100
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}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
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]
},
{
"key": "ai_code_legibility",
"band": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 82,
"inputs": {
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"largest_source_bytes": 83007,
"source_files_sampled": 411,
"oversized_source_files": 4
},
"components": [
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