公开记录
软件健康报告模式 0.26.0 · 指标 1.13.0 · 2026-07-22 00:44 UTC

redis / redis-py

Redis Python client

PythonMIT★ 13,599 星标⑂ 2,700 复刻始于 2009年11月在 GitHub 上查看 ↗

redis/redis-py 的健康指数为 100 分中的 82 分,处于「良好」区间。 其得分最高的类别是Vitality(98/100),最低的是Engineering Quality(66/100)。 最近一次更新在今天。 近期的大部分工作由 3 位贡献者完成。

82
总分 / 100
良好

软件健康指数

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

82
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

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

所有权

Redis组织
2,839 关注者78 个公开仓库始于 2012年3月

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

软件包生态系统

注册表软件包版本月下载量版本数最近发布标签
PyPIredis8.0.1-16828 天前redisdatabasekey-value-store

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?

98优秀 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
32.5/36提交节奏 — 52 周中有 47 周有提交
18/18提交量 — 最近一年 246 次提交
0/10OpenSSF Scorecard:Maintained — 无数据
所用输入
commits_last_year246
human_commit_share0.96
days_since_last_push0
active_weeks_last_year47

发布纪律

100优秀
评分方式
27/27有发布版本 — 已发布 100 个发布版本
36/36发布时效 — 最近一次发布版本于 28 天前
27/27发布节奏 — 约每 13.1 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count100
latest_release_tagv8.0.1
releases_from_tags
days_since_latest_release28
mean_days_between_releases13.1

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?

92优秀 · 占总体的 18%
评分方式
60/60星标 — 13,599 个星标
25/25复刻 — 2,700 个复刻
13.9/15关注者 — 313 位关注者
所用输入
forks2,700
stars13,599
watchers313
growth_stateorganic
growth_factor_pct100

社区健康

85优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(MIT)
18/18CONTRIBUTING 指南
0/13.5行为准则
7.2/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template

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?

83良好 · 占总体的 24%
评分方式
36/54巴士系数 — 3 位贡献者贡献了半数提交
13.6/22.5提交分布 — 头号贡献者编写了 40% 的提交
13.5/13.5贡献者广度 — 99 位贡献者
0/10OpenSSF Scorecard:Contributors — 无数据
所用输入
bus_factor3
contributors_sampled99
top_contributor_share0.395
评分方式
45.8/46.8议题解决 — 98% 的议题已关闭
28.6/38.3PR 接受 — 已裁定的 PR 中 1,664/2,222 已合并
0/15OpenSSF Scorecard:Code-Review — 无数据
所用输入
merged_prs1,664
open_issues40
closed_issues1,882
issue_closed_ratio0.979
closed_unmerged_prs558
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
24.8/25所有者影响力 — redis 有 2,839 位关注者
25/25既往记录 — 78 个公开仓库,账户约 14 年
所用输入
followers2,839
owner_typeOrganization
is_verified
owner_loginredis
public_repos78
account_age_days5,244
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 28 天前
20/20版本历史 — 168 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
packagesredis
ecosystemspypi
any_deprecated
min_days_since_publish28

工程质量

基础的工程与文档实践是否到位?

66中等 · 占总体的 20%

工程实践

60中等
评分方式
24/24CI 工作流 — 8 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
0/20OpenSSF Scorecard:CI-Tests — 无数据
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

75良好
评分方式
30/30README
25/25文档目录
0/15文档 / 主页站点
10/10仓库描述
10/10主题标签 — 5 个主题标签
0/10Wiki
所用输入
topicspython, redis, redis-client, redis-cluster, redis-py
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中等 · 占总体的 16%

安全态势

60中等
评分方式
0/30安全策略(SECURITY.md)
25/25Dependabot 配置
0/25依赖锁定文件 — 已发布的类库——锁定文件属于应用层关注点,不作要求
20/20CodeQL 工作流
所用输入
sourcefile_signals
lockfiles
manifestsbenchmarks/requirements.txt, docs/requirements.txt, doctests/requirements.txt, pyproject.toml
has_codeql_workflow
has_security_policy
has_dependabot_config
已排除计分(无数据或不适用):依赖锁定文件。 其余权重已重新归一化。
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
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
sourceosv
advisories6
affected_packages2
assessed_packages16
unassessed_packages28
affected_by_severitymoderate 2
direct_affected_packages0
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 16 个已解析依赖与 OSV 比对。 有 28 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。

78良好 · 占总体的 0%
评分方式
45/45代理指令 — AGENTS.md, CLAUDE.md
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 96 次人类提交中有 91 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_share0.948
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes14,313
评分方式
18/18一条命令的引导启动 — docs/Makefile
22/22自动化测试
0/11Lint / 格式化配置
11/11静态类型检查 — .mypy.ini, redis/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 5 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 4 次为自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — 无数据
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_filesdocs/Makefile
has_devcontainer
has_linter_config
typecheck_configs.mypy.ini, redis/py.typed
agent_commit_share0.05
toolchain_manifests
dependency_bot_commit_share0.04
评分方式
27/45可类型检查的代码 — Python,已配置类型检查(.mypy.ini, redis/py.typed)
50/55可控的文件大小 — 采样的 310 个源文件中有 28 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes413,836
source_files_sampled310
oversized_source_files28

机器可读接口

40存在风险
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
0/20MCP 服务器
40/40可运行示例 — examples, notebooks
所用输入
example_dirsexamples, notebooks
has_mcp_signal
api_schema_files

关键数据

13,599GitHub 星标
99贡献者
246最近 12 个月提交数
0距最近推送天数
100发布版本数
3巴士系数(bus factor)
40开放议题
PyPI软件包生态系统数

数据采集警告

  • OpenSSF Scorecard timed out after 240s; skipping Scorecard checks

更多细节

Star 与 Fork 历史 13,599 ★ / 2,700 ⇿
13,599Star
2,700Fork
100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。

02,5005,0007,50010,00012,50015,00013,5992,700322020-072023-072026-07
主版本 5次版本 17修订 43

每个点涵盖 6 天。

直接依赖 1
注册表软件包版本约束清单文件
PyPIasync-timeout>=4.0.3pyproject.toml
全部依赖 44

来自 GitHub 依赖图的完整解析依赖集合:0 个直接依赖与 44 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
PyPIaiohttp间接
PyPIbuild1.2.2.post1间接
PyPIclick8.3.3间接
PyPIcoverage7.6.12间接
PyPIcryptography间接
PyPIdocutils间接
PyPIfuro间接
PyPIhiredis间接
PyPIinvoke2.2.0间接
PyPIipython间接
PyPInbsphinx间接
PyPInumpy间接
PyPIopentelemetry-api间接
PyPIopentelemetry-exporter-otlp-proto-grpc间接
PyPIopentelemetry-exporter-otlp-proto-http间接
PyPIopentelemetry-instrumentation-redis0.35b0间接
PyPIopentelemetry-sdk间接
PyPIpackaging24.2间接
PyPIpandas间接
PyPIpandoc间接
PyPIpybreaker间接
PyPIpyjwt间接
PyPIpyopenssl间接
PyPIpytest8.3.4间接
PyPIpytest-asyncio1.1.0间接
PyPIpytest-cov6.0.0间接
PyPIpytest-forked间接
PyPIpytest-profiling1.8.1间接
PyPIpytest-timeout2.3.1间接
PyPIredis间接
PyPIredis4.3.4间接
PyPIredis-entraid1.2.1间接
PyPIrequests间接
PyPIruff0.9.6间接
PyPIsentence-transformers间接
PyPIsphinx间接
PyPIsphinx-autodoc-typehints间接
PyPIsphinx-gallery间接
PyPItabulate间接
PyPIujson间接
PyPIuptrace1.14.0间接
PyPIvulture间接
PyPIxxhash间接
PyPIxxhash3.6.0间接
依赖安全公告 2

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 16 个包,其中也包含从不交付的开发与测试版本固定:2 个存在已知公告,0 个为直接依赖。 有 28 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。

软件包版本关系严重程度公告数修复版本
pytest8.3.4间接29.0.3
redis4.3.4间接44.5.4

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": [
        "python",
        "redis",
        "redis-client",
        "redis-cluster",
        "redis-py"
      ],
      "is_fork": false,
      "size_kb": 13581,
      "has_wiki": false,
      "homepage": null,
      "languages": {
        "Shell": 6583,
        "Python": 6615048
      },
      "pushed_at": "2026-07-21T10:23:43Z",
      "created_at": "2009-11-06T10:22:26Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-21T16:57:26Z",
      "description": "Redis Python client",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "master",
      "license_spdx_raw": "MIT",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://redis.io",
      "name": "Redis",
      "type": "Organization",
      "login": "redis",
      "company": null,
      "location": null,
      "followers": 2839,
      "avatar_url": "https://avatars.githubusercontent.com/u/1529926?v=4",
      "created_at": "2012-03-12T18:05:54Z",
      "is_verified": null,
      "public_repos": 78,
      "account_age_days": 5244
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": null,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v8.0.1",
          "kind": "patch",
          "published_at": "2026-06-23T14:52:01Z"
        },
        {
          "tag": "v7.4.1",
          "kind": "patch",
          "published_at": "2026-06-05T09:09:40Z"
        },
        {
          "tag": "v7.3.1",
          "kind": "patch",
          "published_at": "2026-06-05T08:46:14Z"
        },
        {
          "tag": "v7.2.2",
          "kind": "patch",
          "published_at": "2026-06-05T08:26:05Z"
        },
        {
          "tag": "v8.0.0",
          "kind": "major",
          "published_at": "2026-05-28T12:44:42Z"
        },
        {
          "tag": "v8.0.0b2",
          "kind": "other",
          "published_at": "2026-04-17T07:38:07Z"
        },
        {
          "tag": "v8.0.0b1",
          "kind": "other",
          "published_at": "2026-04-08T12:20:07Z"
        },
        {
          "tag": "v7.4.0",
          "kind": "minor",
          "published_at": "2026-03-24T09:14:09Z"
        },
        {
          "tag": "v7.3.0",
          "kind": "minor",
          "published_at": "2026-03-06T18:15:23Z"
        },
        {
          "tag": "v7.2.1",
          "kind": "patch",
          "published_at": "2026-02-25T20:04:47Z"
        },
        {
          "tag": "v7.2.0",
          "kind": "minor",
          "published_at": "2026-02-16T17:15:50Z"
        },
        {
          "tag": "v7.1.1",
          "kind": "patch",
          "published_at": "2026-02-09T18:39:13Z"
        },
        {
          "tag": "v7.1.0",
          "kind": "minor",
          "published_at": "2025-11-19T15:54:06Z"
        },
        {
          "tag": "v7.0.1",
          "kind": "patch",
          "published_at": "2025-10-27T14:32:24Z"
        },
        {
          "tag": "v7.0.0",
          "kind": "major",
          "published_at": "2025-10-22T15:38:01Z"
        },
        {
          "tag": "v7.0.0b3",
          "kind": "other",
          "published_at": "2025-10-07T18:17:24Z"
        },
        {
          "tag": "v7.0.0b2",
          "kind": "other",
          "published_at": "2025-09-26T17:27:12Z"
        },
        {
          "tag": "v7.0.0b1",
          "kind": "other",
          "published_at": "2025-09-09T16:20:08Z"
        },
        {
          "tag": "v6.4.0",
          "kind": "minor",
          "published_at": "2025-08-07T08:09:44Z"
        },
        {
          "tag": "v6.3.0",
          "kind": "minor",
          "published_at": "2025-08-05T08:12:05Z"
        },
        {
          "tag": "v5.3.1",
          "kind": "patch",
          "published_at": "2025-07-25T08:05:51Z"
        },
        {
          "tag": "v6.1.1",
          "kind": "patch",
          "published_at": "2025-06-02T11:43:36Z"
        },
        {
          "tag": "v6.2.0",
          "kind": "minor",
          "published_at": "2025-05-28T05:00:51Z"
        },
        {
          "tag": "v6.1.0",
          "kind": "minor",
          "published_at": "2025-05-13T12:16:26Z"
        },
        {
          "tag": "v6.0.0",
          "kind": "major",
          "published_at": "2025-04-30T19:08:59Z"
        },
        {
          "tag": "v5.3.0",
          "kind": "minor",
          "published_at": "2025-04-30T14:53:55Z"
        },
        {
          "tag": "v6.0.0b2",
          "kind": "other",
          "published_at": "2025-04-07T14:48:18Z"
        },
        {
          "tag": "v6.0.0b1",
          "kind": "other",
          "published_at": "2025-03-24T18:12:38Z"
        },
        {
          "tag": "v5.3.0b5",
          "kind": "other",
          "published_at": "2025-02-11T14:53:51Z"
        },
        {
          "tag": "v5.3.0b4",
          "kind": "other",
          "published_at": "2024-12-23T10:10:32Z"
        },
        {
          "tag": "v5.3.0b3",
          "kind": "other",
          "published_at": "2024-12-20T18:21:02Z"
        },
        {
          "tag": "v5.3.0b2",
          "kind": "other",
          "published_at": "2024-12-20T18:12:51Z"
        },
        {
          "tag": "v5.3.0b1",
          "kind": "other",
          "published_at": "2024-12-20T18:07:30Z"
        },
        {
          "tag": "v5.2.1",
          "kind": "patch",
          "published_at": "2024-12-06T09:50:08Z"
        },
        {
          "tag": "v5.2.0",
          "kind": "minor",
          "published_at": "2024-10-24T15:03:34Z"
        },
        {
          "tag": "v5.1.1",
          "kind": "patch",
          "published_at": "2024-10-04T13:02:26Z"
        },
        {
          "tag": "v5.1.0",
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          "body": "* Add context manager support to ConnectionPool\n\nSupport using ConnectionPool (and BlockingConnectionPool, plus the async\nequivalents) as a context manager so the pool's lifecycle can be managed\nexplicitly and safely:\n\n    with ConnectionPool.from_url(url) as pool:\n        r = Redis(connection_pool=\n[…]\nedis(connection_pool=pool) does not\n  take ownership of the pool\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
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          "headline": "Add context manager support to ConnectionPool (#4167)",
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          "headline": "test: add unit tests for cluster key_slot hash-tag logic (#4168)",
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          "body": "* feat: add SDIFFCARD and SUNIONCARD command support\n\n* Updating 8.10 CI test image tag - using the milestone 3 tag",
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          "headline": "feat: add SDIFFCARD and SUNIONCARD command support (#4171)",
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          "headline": "feat: add TS.READ command support to the timeseries module (#4170)",
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          "headline": "feat: add MAXCOUNT/MAXSIZE support to XREAD and XREADGROUP (#4173)",
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          "body": "…agents/skills (#4159)\n\n* docs: consolidate AI-agent guidance into root AGENTS.md and portable .agents/ skills\n\n* Fix spellcheck errors\n\n* Applying review comments",
          "is_bot": false,
          "headline": "docs: consolidate AI-agent guidance into root AGENTS.md and portable …",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
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          "body": "…h module pipeline tests, add 8.10 to CI matrix (#4162)\n\n* test(search): add multi-language RediSearch coverage, re-enable search module pipeline tests, add 8.10 to CI matrix\n\n* Fixing flaky tests\n\n---------\n\nCo-authored-by: Elena Kolevska <elena-kolevska@users.noreply.github.com>",
          "is_bot": false,
          "headline": "test(search): add multi-language RediSearch coverage, re-enable searc…",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
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          "body": "…dis) (#4156)\n\nDistinguish a peer-closed socket from one holding pending push data via a\nnon-destructive poll() + MSG_PEEK, and raise ConnectionError from\n_HiredisParser.can_read() so the pool recycles it — matching the pure-Python\n(recv -> b\"\") and async (StreamReader.at_eof()) parsers. Sync-only by design.",
          "is_bot": false,
          "headline": "fix: detect server-closed pooled connection in can_read (RESP3 + hire…",
          "author_name": "Aidan Nguyen",
          "author_login": "Stunned1",
          "committed_at": "2026-07-07T13:45:29Z",
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          "oid": "b121809bd7c7107eedb6b9849180c83246419961",
          "body": "AbstractConnection.get_resolved_ip takes no arguments; it operates on\nself. The documented `connection` parameter is left over from an\nearlier signature.\n\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
          "is_bot": false,
          "headline": "Remove stale connection arg from get_resolved_ip docstring (#4164)",
          "author_name": "eeshsaxena",
          "author_login": "eeshsaxena",
          "committed_at": "2026-07-07T09:43:56Z",
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          "oid": "328a4e569b87ac5b4892fa6a3330878ed53c3e33",
          "body": "…ace (#4163)",
          "is_bot": false,
          "headline": "Add TS.NRANGE and TS.NREVRANGE support to the timeseries command surf…",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-07-07T08:02:59Z",
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          "oid": "ef83cd8aac814481f18e30921736a7222daa6b7d",
          "body": "…urrent disconnect (#4136)\n\nWhen a Redis client is shared across threads and operations are wrapped in\n`with redis:`, one thread's __exit__ disconnects the connection while another\nis mid-read. _HiredisParser.on_disconnect() sets both self._sock and\nself._reader to None, so the in-flight read derefe\n[…]\nter\n.gets()/.feed() into an AttributeError. The async parser is unaffected since\nits on_disconnect() does not null _reader/_stream.\n\nFixes #4003\n\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
          "is_bot": false,
          "headline": "fix(hiredis): raise ConnectionError instead of AttributeError on conc…",
          "author_name": "Aidan Nguyen",
          "author_login": "Stunned1",
          "committed_at": "2026-07-03T10:29:33Z",
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        {
          "oid": "bc0c81baf44c9d58b25031d47c2e6156be88e087",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 6 to 7.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/v6...v7)\n\n---\nupdated-dependenc\n[…]\najor\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: petyaslavova <petya.slavova@redis.com>",
          "is_bot": true,
          "headline": "Bump actions/checkout from 6 to 7 (#4160)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-02T10:21:15Z",
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        },
        {
          "oid": "085132d383d7afb8b2805480d83e7f4d6057f5a1",
          "body": "Bumps [rojopolis/spellcheck-github-actions](https://github.com/rojopolis/spellcheck-github-actions) from 0.60.0 to 0.62.0.\n- [Release notes](https://github.com/rojopolis/spellcheck-github-actions/releases)\n- [Changelog](https://github.com/rojopolis/spellcheck-github-actions/blob/master/CHANGELOG.md)\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump rojopolis/spellcheck-github-actions from 0.60.0 to 0.62.0 (#4161)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-02T06:09:44Z",
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        },
        {
          "oid": "83c2541001fd898190b3617786d5734f8954f179",
          "body": "…poll()` instead of a per-call selector (#4118)\n\n* fix: #4117 avoid per-check fd allocation in hiredis `_socket_can_read()` — use `poll()` instead of a per-call selector\n\n* test: improve tests following review\n\n---------\n\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
          "is_bot": false,
          "headline": "Avoid per-check fd allocation in hiredis `_socket_can_read()` — use `…",
          "author_name": "Luke Cousins",
          "author_login": "violuke",
          "committed_at": "2026-06-16T14:08:04Z",
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        },
        {
          "oid": "7abefd7e26998acaac24697d7685914db07fa947",
          "body": "…elled (#4123)",
          "is_bot": false,
          "headline": "fix(asyncio): release pooled connection when Pipeline.reset() is canc…",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-06-15T13:25:38Z",
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        },
        {
          "oid": "1c77108df0ae50e9ac33770f33ef0cf8571c9ba6",
          "body": "* Fixing pubsub's listen method to be blocking.\n\n* Fixing linters",
          "is_bot": false,
          "headline": "Fixing pubsub's listen method to be blocking. (#4119)",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-06-15T12:00:06Z",
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        },
        {
          "oid": "8210f32f0175f615ee4d6b4422e15faa4235c8a4",
          "body": "…4109)\n\n* fix(search): parse RESP3 FT.SEARCH responses with bytes-typed keys\n\nSince the wire protocol default switched to RESP3 (#4052), the server\nreturns FT.SEARCH responses as RESP3 maps.  When a client is opened with\n``decode_responses=False`` the map keys arrive as ``bytes`` rather than\n``str``\n[…]\nedismod, fixed_client) stay grouped and\n  @pytest.mark.parametrize sits last, matching the prevailing style\n  for parametrised tests.\n\n---------\n\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
          "is_bot": false,
          "headline": "fix(search): parse RESP3 FT.SEARCH responses with bytes-typed keys (#…",
          "author_name": "MJSHANG",
          "author_login": "mokashang",
          "committed_at": "2026-06-12T07:42:37Z",
          "body_truncated": true,
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        },
        {
          "oid": "2febde0673eeab3157e24791c4048c3852f50fec",
          "body": null,
          "is_bot": false,
          "headline": "Fix hiredis readiness checks for high file descriptors (#4115)",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-06-11T16:47:48Z",
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        },
        {
          "oid": "640f0d055f19a9203cc894998d97150676dbf947",
          "body": "* Fixed async MultiDBClient with underlying RedisCluster\n\n* Fixed failing tests\n\n* Fixed missleading comments\n\n* Propagated .env variable",
          "is_bot": false,
          "headline": "Fixed async MultiDBClient with underlying RedisCluster (#4108)",
          "author_name": "Vladyslav Vildanov",
          "author_login": "vladvildanov",
          "committed_at": "2026-06-10T10:34:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3431570ceaf2edc7669d191879d68b3fd5a2eb59",
          "body": null,
          "is_bot": false,
          "headline": "Fix async cluster node connection release on write errors (#4111)",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-06-09T16:33:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aa1d4e0b2a7d19bcd341a483b6ea3d6d53e61fa6",
          "body": "…ng the Redis versions in CI test matrix (#4092)\n\n* Updating lib version + supported Redis versions in README.md + Redis versions in CI test matrix\n\n* Fixing redis_stack_version_mapping\n\n* Fix some version mismatches for validate build and install flows\n\n* Updating redis_stack_version_mapping",
          "is_bot": false,
          "headline": "Updating lib version + supported Redis versions in README.md + updati…",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-06-09T09:18:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "095aa2253ff130eb310628d3a32065436df6a5c5",
          "body": null,
          "is_bot": false,
          "headline": "Bumping github-versions actions (#4102)",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-06-08T10:40:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "edd392f8b0ba12341406d5e870c2051434693910",
          "body": "… (job-level write for actions/stale) (#4080)\n\n* ci: declare workflow-level contents: read on spellcheck and stale-issues\n\nWorkflow runs checks only; no GitHub API writes. Post-CVE-2025-30066 hardening pattern.\n\nSigned-off-by: Arpit Jain <arpitjain099@gmail.com>\n\n* Grant stale job issues: write + pu\n[…]\ndefault at the workflow level.\n\nSigned-off-by: Arpit Jain <arpitjain099@gmail.com>\n\n---------\n\nSigned-off-by: Arpit Jain <arpitjain099@gmail.com>\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
          "is_bot": false,
          "headline": "ci: least-privilege permissions on spellcheck (read) and stale-issues…",
          "author_name": "Arpit Jain",
          "author_login": "arpitjain099",
          "committed_at": "2026-06-08T08:43:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cdc92706ffaa81a0ccde1fea294f034bb66b3fe1",
          "body": "* Add missing url query argument parser for ssl_min_version\n\n* Added asyncio version of ssl_min_version parser\n\n* Added tests\n\n* Fixed the two test problems that the AI found\n\n* Fixing linters after conflict resolution through the web\n\n---------\n\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
          "is_bot": false,
          "headline": "Add missing url query argument parser for ssl_min_version (#4047)",
          "author_name": "Robert Rollins",
          "author_login": "coredumperror",
          "committed_at": "2026-06-04T14:58:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "388f942b9979638fc939cc5052455d550884962d",
          "body": "* Fix Unix socket maintenance notification handling and tests\n\n* Fixing linters\n\n* Fixing handling of unix socket onnections in pool init\n\n* Adding missed file from the previous fix",
          "is_bot": false,
          "headline": "Fix Unix socket maintenance notification handling and tests (#4097)",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-06-04T12:36:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "67d944780c35d459fd301a701a118fcc24f632b7",
          "body": "Updates the CI badge\n\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
          "is_bot": false,
          "headline": "Update CI badge in README.md (#4099)",
          "author_name": "Elena Kolevska",
          "author_login": "elena-kolevska",
          "committed_at": "2026-06-03T15:50:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "470f612608fb31524f67d1da35db62f279b119bf",
          "body": "* Updating PyJWT dependency.\n\n* Updating redis-entraid test dependency\n\n* Removing ignored vulnerability since the PyJWT is already with a bumped version",
          "is_bot": false,
          "headline": "Updating PyJWT dependency. (#4100)",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-06-03T12:56:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bfaf002375d444aa04745ea587aa7450634261f6",
          "body": "* Updating default socket keep alive config\n\n* Updating default socket read size to 32 kb\n\n* Updating default socket_timeout and socket_connect_timeout values to 5s\n\n* Updating the default retry configuration\n\n* Updating max_connections allowed in ConnectionPool\n\n* Unifying SENTINEL marker usage thr\n[…]\n Fixing failing tests\n\n* Using socket timeout constants for all default socket timeout configs\n\n* Applying review comments\n\n* Fixing linters\n\n* Extracting retry count,base and cap configs as constants",
          "is_bot": false,
          "headline": "Updates in default connection and retry settings (#4082)",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-05-28T10:44:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "30f1f474ca9479b3112523085ea5a5f3c026a97e",
          "body": "…r (#4077)\n\n* Updating INCREX command arg - SATURATE now controls overflow behaviour\n\n* Fixing flaky test",
          "is_bot": false,
          "headline": "Updating INCREX command arg - SATURATE now controls overflow behaviou…",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-05-27T12:35:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ad0c0903f47e2468cd4e0789b1ed9afd67d967a",
          "body": "* Preserve explicit None for client metadata config\n\n* Fixing linters after conflict resolution via web interface",
          "is_bot": false,
          "headline": "Preserve explicit None for client metadata config (#4081)",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-05-27T11:09:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f9b5d8b6d2ba88be0491eac64dc12188e2abf54d",
          "body": "…s and replace async's can_read_destructive with non-destructive can_read. (#4063)\n\n* Avoid zero-timeout async reads in hiredis readiness checks and replace can_read_destructive with non-destructive can_read.\n* Fix can_read timeout handling\n* Removing SENTINEL check for timeout in can_read - this type is not supported, the type hint allows only float values\n* Removing timeout from async's can_read api, because it is not actually used",
          "is_bot": false,
          "headline": "Avoid zero-timeout async reads in hiredis connections readiness check…",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-05-26T16:54:56Z",
          "body_truncated": false,
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        },
        {
          "oid": "28c6b9de6d4d4201c52750a3862a1f57dfa2b4da",
          "body": null,
          "is_bot": false,
          "headline": "fix(typing): correct type annotation for XReadResponse (#4046)",
          "author_name": "hydroblaze",
          "author_login": "hydroblaze",
          "committed_at": "2026-05-26T09:19:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ea76084189d9af044f02b4042d30962ced308e29",
          "body": "…ndlers (#4068)\n\n* Add support for PubSub subscriptions with binary channel names and handlers\n\n* Applying review comment + fixing spelling and linters errors\n\n* Fixing linters",
          "is_bot": false,
          "headline": "Add support for PubSub subscriptions with binary channel names and ha…",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-05-21T12:23:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "32be6a54dae08296fe0bf20fdfb8f4f1d12f83cb",
          "body": "* Randomize cluster startup node order during topology refresh\n\n* Fixing failing tests and adding randomization improvement - now if receive the last failed node as argument and it is moved to be the last option for topology refresh\n\n* Fixing linters\n\n* Applying review comment\n\n* Fixing flaky test -\n[…]\ndomization. For better maint notifications behaviour the randomization is mocked to keep the original order\n\n* Fix flaky tests by introducing mocked timer\n\n* Fixing tests after bad conflict resolution",
          "is_bot": false,
          "headline": "Randomize cluster startup node order during topology refresh (#4060)",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-05-20T19:18:53Z",
          "body_truncated": true,
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        },
        {
          "oid": "26702aff5810d34597f22be200c3bd1623985458",
          "body": "* Add CLAUDE.md and /sync-claude-md skill\n\nAdds an orienting CLAUDE.md for future Claude Code sessions, plus a\nproject-level slash command that audits and refreshes it against the\ncurrent repo state.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\n\n* Updated wordlist\n\n* Add CLA\n[…]\nuthored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
          "is_bot": false,
          "headline": "Add CLAUDE.md and /sync-claude-md skill for managing (#4066)",
          "author_name": "Vladyslav Vildanov",
          "author_login": "vladvildanov",
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          "author_login": "petyaslavova",
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          "headline": "Normalize scalar prefixes in IndexDefinition (#3983)",
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          "body": "Fix small spelling mistakes that have accumulated in user-facing strings\nand source comments. No behavior changes; only string/comment content.\n\n- credentials.py: \"compatability\" -> \"compatibility\" in the warning emitted\n  by CredentialProvider.get_credentials_async fallback.\n- ocsp.py: \"autorized\" \n[…]\ndd_document docstring.\n- _parsers/commands.py: \"splitted\" -> \"split\" in three comments (correct\n  past tense of \"split\").\n- _parsers/helpers.py: \"cant\" -> \"can't\" in a parse_geosearch_generic comment.",
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          "headline": "docs: fix typos in messages, docstrings, and comments (#4062)",
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          "is_bot": false,
          "headline": "Add Python version '3.14t' to CI matrix (#4058)",
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          "author_login": "uglide",
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          "headline": "Removing the GCRA/rate limitter/ command support. (#4059)",
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          "author_login": "petyaslavova",
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          "oid": "cd1abcc0aad8034aa83906fee5b628c76c32e062",
          "body": "* Fix async cluster connection cleanup on topology refresh\n\n* Applying review comments",
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          "headline": "Fix async cluster connection cleanup on topology refresh (#4057)",
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          "body": "* Add deprecation notice to SETEX command documentation\n\n* use deprecated_function decorator to emit deprecation warning for setex\n\n---------\n\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
          "is_bot": false,
          "headline": "Add deprecation notice to setex() method documentation (#4051)",
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          "author_login": "swoutch",
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          "body": "…4043)\n\n* fix(cluster): enable health check in ClusterNode command execution\n\nClusterNode.execute_command and execute_pipeline were hardcoding\ncheck_health=False when calling send_packed_command, which bypassed\nconnection health checks. This meant stale connections (closed by\nserver, firewall, or NA\n[…]\nto dev_requirements.txt\n\nPer maintainer guidance - version pins for test environments\nbelong in dev_requirements, not pyproject.toml.\n\n---------\n\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
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          "headline": "fix(cluster): enable health check in ClusterNode command execution (#…",
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          "headline": "Handle cluster slot migration in ClusterPubSub (shard subscription re…",
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          "headline": "Fix CROSSSLOT on sharded pubsub resubscription by grouping channels p…",
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          "headline": "Type Lock.extend and Lock.reacquire as Literal[True] (#4045)",
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          "headline": "Refactor ClusterPubSub to reuse NodesManager-managed connections. Ref…",
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          "is_bot": false,
          "headline": "Adding support for new COUNT aggregator for some sorted set commands …",
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          "headline": "Adding Time Series Multiple Aggregators support (#4035)",
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          "body": "* Added custom Claude command + XNACK command support\n\n* Updated command description\n\n* Update CONTRIBUTING.md\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\n\n* Update specs/redis_commands_guide.md\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\n\n* Update\n[…]\nsion constraints\n\n* Updated spellcheck\n\n* Updated 8.8 test image\n\n---------\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\nCo-authored-by: petyaslavova <petya.slavova@redis.com>",
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          "headline": "Added custom Claude command + XNACK command support (#4030)",
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          "headline": "Update GCRA argument names (#4033)",
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          "headline": "Fix Sync ClusterPubSub.disconnect() — Potential AttributeError (#4036)",
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          "headline": "Update home_json.py - this will make the docs examples interactive (#…",
          "author_name": "paoloredis",
          "author_login": "paoloredis",
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          "is_bot": false,
          "headline": "Reorganize unit tests grouping - extracting the tests that define the…",
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          "body": "…nd connections to 3 (#4031)\n\n* Changing the default RESP protocol configurations for Redis clients and connections to 3\n\n* Applying review comments\n\n* Fixing of checking protocol version + related tests",
          "is_bot": false,
          "headline": "Changing the default RESP protocol configurations for Redis clients a…",
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          "headline": "add random load balancing strategy which allows for use of the primar…",
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          "headline": "RESP2 and RESP3 response unification (#4025)",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
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          "body": "…#4011)\n\n* Add FPHA (floating-point homogeneous array) arg support to JSON.SET\n\n* Move FPHA data validation into FPHAType enum",
          "is_bot": false,
          "headline": "Add FPHA (floating-point homogeneous array) arg support to JSON.SET (…",
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          "author_login": "petyaslavova",
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          "oid": "fbcd2932250804c475ba1a6f3fc1586aa0d958de",
          "body": "…es (#4017)",
          "is_bot": false,
          "headline": "Fix TypeError in CacheProxyConnection when cached response is non-byt…",
          "author_name": "petyaslavova",
          "author_login": "petyaslavova",
          "committed_at": "2026-04-07T15:04:53Z",
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          "oid": "f83f8413af66f5b46ee306f635d5086a007ea2b3",
          "body": "* fix: handle scientific notation in score_cast_func for RESP2 (issue #4000)\n\nRedis returns sorted set scores as byte strings in RESP2, and large\nvalues (e.g. nanosecond epochs) are serialized in scientific notation\n(e.g. b'1.77e+18'). Python's int() cannot parse these directly,\ncausing a ValueError\n[…]\n\nWrap non-float score_cast_func through float() first in the RESP2\nparser helpers (zset_score_pairs, zset_score_for_rank, parse_zscan).\nThe default float path is unaffected.\n\n* Applying review comment",
          "is_bot": false,
          "headline": "fix: handle scientific notation in score_cast_func for RESP2 (#4016)",
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          "author_login": "petyaslavova",
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          "oid": "393c8f7b35c9a3fef3465f74252d69e133ae65ee",
          "body": "…nnection (#3600) (#4014)",
          "is_bot": false,
          "headline": "Fix CacheProxyConnection hang when invalidation arrives on another co…",
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          "author_login": "petyaslavova",
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          "is_bot": false,
          "headline": "fix: guard disconnect() against RuntimeError on Python 3.13+ (#3856) …",
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          "oid": "5595cf2da14d0f21255be48497ae6132bd6ccb31",
          "body": "Bumps [rojopolis/spellcheck-github-actions](https://github.com/rojopolis/spellcheck-github-actions) from 0.58.0 to 0.60.0.\n- [Release notes](https://github.com/rojopolis/spellcheck-github-actions/releases)\n- [Changelog](https://github.com/rojopolis/spellcheck-github-actions/blob/master/CHANGELOG.md)\n[…]\ninor\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: petyaslavova <petya.slavova@redis.com>",
          "is_bot": true,
          "headline": "Bump rojopolis/spellcheck-github-actions from 0.58.0 to 0.60.0 (#4018)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-02T08:04:08Z",
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          "oid": "439d0b07ff3f6d92923a92b99999a18ebf760a2d",
          "body": "Bumps [release-drafter/release-drafter](https://github.com/release-drafter/release-drafter) from 6 to 7.\n- [Release notes](https://github.com/release-drafter/release-drafter/releases)\n- [Commits](https://github.com/release-drafter/release-drafter/compare/v6...v7)\n\n---\nupdated-dependencies:\n- depende\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>",
          "is_bot": true,
          "headline": "Bump release-drafter/release-drafter from 6 to 7 (#4019)",
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          "headline": "Adding support for GCRA command (#4010)",
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          "author_login": "petyaslavova",
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          "body": "* Added a helper class ClusterKeyspaceNotifications that makes it easier to consume keyspace notifications from a Redis  cluster.\n\n* Minor fix\n\n* Fixing linters and applying review comments\n\n* Adding similar implementation for standalone redis - this way we will have similar interface that can be us\n[…]\ncted property in Connection_interface and reusing it in keyspace notifications\n\n* Fixing review comments\n\n* Applying review comments\n\n---------\n\nCo-authored-by: Petya Slavova <petya.slavova@redis.com>",
          "is_bot": false,
          "headline": "Add Redis Keyspace Notifications Support for Redis Cluster (#3962)",
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        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
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      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
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        "weight": 0.24,
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          {
            "key": "maintainer_resilience",
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            "note": null,
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                "key": "bus_factor",
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                "detail": "3 contributor(s) cover half of all commits",
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                    "code": "bus_factor",
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                "max_points": 54
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                "key": "commit_distribution",
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                "max_points": 22.5
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                "max_points": 13.5
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                "key": "openssf_scorecard_contributors",
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                "key": "verified_domain",
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                "key": "owner_reach",
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                "key": "track_record",
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                      "count": 78
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                    "code": "account_age_years",
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                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
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                "key": "published_resolvable",
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                "max_points": 25
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                "key": "publish_recency",
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                "key": "version_history",
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                "points": 20,
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                "details": [
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                "key": "not_deprecated",
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                "points": 20,
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                "max_points": 20
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          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
        "key": "engineering",
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        "name": "Engineering Quality",
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        "weight": 0.2,
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                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "8 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
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                    "code": "ci_workflows",
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                "max_points": 24
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              {
                "key": "tests_present",
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                "points": 24,
                "status": "met",
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                "max_points": 24
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              {
                "key": "linter_config",
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                "status": "missed",
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              {
                "key": "pre_commit_hooks",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
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              {
                "key": "editorconfig",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
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                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
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                "python",
                "redis",
                "redis-client",
                "redis-cluster",
                "redis-py"
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              "has_wiki": false,
              "homepage": null,
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              "has_docs_dir": true,
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            "components": [
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                "key": "readme",
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                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
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              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
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              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
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              {
                "key": "repository_description",
                "name": "Repository description",
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                "points": 10,
                "status": "met",
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                "key": "topics",
                "name": "Topics",
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                "status": "met",
                "details": [
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                ],
                "max_points": 10
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              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 68,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "dependency_lockfiles"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 60,
            "inputs": {
              "source": "file_signals",
              "lockfiles": [],
              "manifests": [
                "benchmarks/requirements.txt",
                "docs/requirements.txt",
                "doctests/requirements.txt",
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              "has_codeql_workflow": true,
              "has_security_policy": false,
              "has_dependabot_config": true
            },
            "components": [
              {
                "key": "security_policy_security_md",
                "name": "Security policy (SECURITY.md)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 30
              },
              {
                "key": "dependabot_config",
                "name": "Dependabot config",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "dependency_lockfiles",
                "name": "Dependency lockfiles",
                "detail": "published library — lockfiles are an application concern, not expected",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "lockfiles_not_expected",
                    "params": {}
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                ],
                "max_points": 25
              },
              {
                "key": "codeql_workflow",
                "name": "CodeQL workflow",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
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            ]
          },
          {
            "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 16 resolved dependencies against OSV; 28 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": [
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                "code": "excluded_no_data",
                "params": {
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              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
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              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 28
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              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
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            ],
            "value": 100,
            "inputs": {
              "source": "osv",
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              "affected_packages": 2,
              "assessed_packages": 16,
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              "affected_by_severity": "moderate 2",
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            "components": [
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                "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": [
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                    "code": "no_direct_advisories",
                    "params": {}
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                ],
                "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": [
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                    "code": "advisories_scope_not_separable",
                    "params": {}
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                ],
                "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": [
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                    "code": "advisories_no_publication_date",
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                ],
                "max_points": 40
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            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 16,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
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            "components": [
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                "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": [
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                    "code": "no_malicious_dependencies",
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                ],
                "max_points": 100
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            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
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            "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": [
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                "code": "jurisdiction_evidence_limits",
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            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
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              "policy_countries": [
                "Russia",
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              "review_only_matches": 0,
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            "components": [
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                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
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                    "code": "jurisdiction_no_match",
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                "max_points": 100
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            ]
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        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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        "key": "ai_readiness",
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        "weight": 0,
        "metrics": [
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            "inputs": {
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              "agent_instruction_max_bytes": 14313
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            "components": [
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                "key": "agent_instructions",
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                "max_points": 45
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                "key": "machine_readable_docs_llms_txt",
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                "status": "missed",
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                "key": "legible_commit_history",
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                "details": [
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          },
          {
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            "notes": [],
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                "key": "automated_tests",
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                "points": 0,
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              },
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                "key": "static_type_checking",
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                "status": "met",
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                "max_points": 11
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              {
                "key": "reproducible_environment",
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                "points": 10,
                "status": "met",
                "details": [
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                ],
                "max_points": 10
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              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
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                "points": 10,
                "status": "met",
                "details": [
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                "max_points": 10
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              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
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                "points": 8,
                "status": "met",
                "details": [
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                    "code": "dependency_bot_commits",
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                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 10
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            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 413836,
              "source_files_sampled": 310,
              "oversized_source_files": 28
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (.mypy.ini, redis/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": ".mypy.ini, redis/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "28/310 source files over 60KB",
                "points": 50,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 310,
                      "oversized": 28
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "OpenSSF Scorecard timed out after 240s; skipping Scorecard checks"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-22T00:44:57.731314Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/redis/redis-py.svg",
  "full_name": "redis/redis-py",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.26.0—— 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.