公开记录中等
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-25 17:12 UTC
rstudio / pins-python
rstudio/pins-python 的健康指数为 100 分中的 64 分，处于「中等」区间。 其得分最高的类别是Engineering Quality（79/100），最低的是AI Readiness（48/100）。 最近一次更新在 10 天前。 近期的大部分工作由 1 位贡献者完成。
64
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。
64
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
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？
52
开发活跃度
40存在风险
评分方式
| 28.8/36 | 推送新近度 — 最近一次推送于 10 天前 |
| 3.5/36 | 提交节奏 — 52 周中有 5 周有提交 |
| 7.6/18 | 提交量 — 最近一年 6 次提交 |
| 0/10 | OpenSSF Scorecard：Maintained — 1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
所用输入
| commits_last_year | 6 |
| human_commit_share | 1 |
| days_since_last_push | 10 |
| active_weeks_last_year | 5 |
发布纪律
70良好
评分方式
| 27/27 | 有发布版本 — 已发布 20 个发布版本 |
| 16.2/36 | 发布时效 — 最近一次发布版本于 295 天前 |
| 19.8/27 | 发布节奏 — 约每 103 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 20 |
| latest_release_tag | v0.9.1 |
| releases_from_tags | 否 |
| days_since_latest_release | 295 |
| mean_days_between_releases | 103 |
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？
66
流行度与采用
40存在风险
评分方式
| 28.5/60 | 星标 — 58 个星标 |
| 8.3/25 | 复刻 — 11 个复刻 |
| 2.7/15 | 关注者 — 4 位关注者 |
所用输入
| forks | 11 |
| stars | 58 |
| watchers | 4 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
85优秀
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 18/18 | CONTRIBUTING 指南 |
| 13.5/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 是 |
| has_pull_request_template | 否 |
生态采用（下载量）
82良好
评分方式
| 65.4/80 | 月度下载量 — pypi 合计每月 79,817 次下载 |
| 0/20 | 注册表被依赖数 — 该生态系统不报告此项 |
所用输入
| packages | pins |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 79,817 |
已排除计分（无数据或不适用）：注册表被依赖数。 其余权重已重新归一化。
可持续性与治理
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？
70
维护者韧性（巴士系数）
38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 |
| 5.7/22.5 | 提交分布 — 头号贡献者编写了 75% 的提交 |
| 13.5/13.5 | 贡献者广度 — 11 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 13 contributing companies or organizations |
所用输入
| bus_factor | 1 |
| contributors_sampled | 11 |
| top_contributor_share | 0.746 |
议题与 PR 响应能力
81良好
评分方式
| 33.5/46.8 | 议题解决 — 72% 的议题已关闭 |
| 35.9/38.3 | PR 接受 — 已裁定的 PR 中 137/146 已合并 |
| 12/15 | OpenSSF Scorecard：Code-Review — Found 24/30 approved changesets -- score normalized to 8 |
所用输入
| merged_prs | 137 |
| open_issues | 58 |
| closed_issues | 146 |
| issue_closed_ratio | 0.716 |
| closed_unmerged_prs | 9 |
所有权与托管责任
80良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 25/25 | 所有者影响力 — rstudio 有 3,538 位关注者 |
| 25/25 | 既往记录 — 375 个公开仓库，账户约 15 年 |
所用输入
| followers | 3,538 |
| owner_type | Organization |
| is_verified | — |
| owner_login | rstudio |
| public_repos | 375 |
| account_age_days | 5,708 |
软件包维护
91优秀
评分方式
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 26/35 | 发布时效 — 最近一次发布于 295 天前 |
| 20/20 | 版本历史 — 27 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 | pins |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 295 |
工程质量
基础的工程与文档实践是否到位？
79
工程实践
78良好
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 |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 4/20 | OpenSSF Scorecard：CI-Tests — 6 out of 30 merged PRs checked by a CI test -- score normalized to 2 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
文档
80良好
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://rstudio.github.io/pins-python/ |
| 0/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 是 |
| homepage | https://rstudio.github.io/pins-python/ |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 否 |
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？
48
安全态势
35存在风险
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0.5/2.5 | CI-Tests — 6 out of 30 merged PRs checked by a CI test -- score normalized to 2 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 6/7.5 | Code-Review — Found 24/30 approved changesets -- score normalized to 8 |
| 2.5/2.5 | Contributors — project has 13 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 0/7.5 | Maintained — 1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 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 |
| 0/7.5 | Vulnerabilities — 111 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 3.5 |
已排除计分（无数据或不适用）：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 |
| 25/25 | 间接依赖不含已知公告 — 没有间接依赖携带已知公告 |
| 0/40 | 没有长期未处理的公告 — 没有公告带有发布日期 |
所用输入
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 22 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
已排除计分（无数据或不适用）：没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:pins@0.9.1 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 22 个软件包。 未对可达性进行分析。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。
48
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 — 100 次人类提交中有 83 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 | 0.83 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
评分方式
| 18/18 | 一条命令的引导启动 — Makefile, script/ci-compat-check/Makefile |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 0/10 | 可复现环境 |
| 0/10 | 已体现的代理实践 — 最近 100 次提交中没有代理编写的提交 |
| 0/8 | 自动化维护 — 未观察到自动依赖更新 |
| 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 | 否 |
| typed_language | 否 |
| bootstrap_files | Makefile, script/ci-compat-check/Makefile |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
55中等
评分方式
| 0/45 | 可类型检查的代码 — Python，未配置类型检查 |
| 55/55 | 可控的文件大小 — 采样的 40 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 44,034 |
| source_files_sampled | 40 |
| oversized_source_files | 0 |
关键数据
58GitHub 星标
11贡献者
6最近 12 个月提交数
10距最近推送天数
20发布版本数
1巴士系数（bus factor）
58开放议题
PyPI软件包生态系统数
数据采集警告
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
更多细节
Star 与 Fork 历史 0 ★ / 11 ⇿
0Star
11Fork
19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。
主版本 0次版本 7修订 12
每个点涵盖 4 天。
OpenSSF Scorecard 3.5 / 10
3.5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 |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 2 | CI-Tests | 6 out of 30 merged PRs checked by a CI test -- score normalized to 2 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 8 | Code-Review | Found 24/30 approved changesets -- score normalized to 8 |
| 10 | Contributors | project has 13 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | 1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 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 |
| 0 | Vulnerabilities | 111 existing vulnerabilities detected |
直接依赖 13
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | appdirs | <2 | pyproject.toml |
| PyPI | fsspec | >=2022.2 | pyproject.toml |
| PyPI | humanize | >=1 | pyproject.toml |
| PyPI | importlib-metadata | >=4.4 | pyproject.toml |
| PyPI | importlib-resources | >=1.3 | pyproject.toml |
| PyPI | jinja2 | >=2.10 | pyproject.toml |
| PyPI | joblib | >=0.12 | pyproject.toml |
| PyPI | pandas | >=0.23 | pyproject.toml |
| PyPI | pyyaml | >=3.13 | pyproject.toml |
| PyPI | requests | — | pyproject.toml |
| PyPI | xxhash | >=1 | pyproject.toml |
| PyPI | databackend | >=0.0.3 | pyproject.toml |
| PyPI | typing_extensions | — | pyproject.toml |
全部依赖 281
来自 GitHub 依赖图的完整解析依赖集合：42 个直接依赖与 239 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 | appdirs | — | 直接 |
| PyPI | appdirs | 1.4.4 | 直接 |
| PyPI | databackend | — | 直接 |
| PyPI | databackend | 0.0.3 | 直接 |
| PyPI | fsspec | — | 直接 |
| PyPI | fsspec | 2022.02.0 | 直接 |
| PyPI | fsspec | 2022.2.0 | 直接 |
| PyPI | fsspec | 2025.5.1 | 直接 |
| PyPI | humanize | — | 直接 |
| PyPI | humanize | 1.0.0 | 直接 |
| PyPI | humanize | 4.12.3 | 直接 |
| PyPI | importlib-metadata | — | 直接 |
| PyPI | importlib-metadata | 4.11.3 | 直接 |
| PyPI | importlib-metadata | 4.4 | 直接 |
| PyPI | importlib-metadata | 8.7.0 | 直接 |
| PyPI | importlib-resources | — | 直接 |
| PyPI | importlib-resources | 1.3 | 直接 |
| PyPI | importlib-resources | 5.4.0 | 直接 |
| PyPI | importlib-resources | 6.5.2 | 直接 |
| PyPI | jinja2 | — | 直接 |
| PyPI | jinja2 | 2.10.0 | 直接 |
| PyPI | jinja2 | 3.1.0 | 直接 |
| PyPI | jinja2 | 3.1.6 | 直接 |
| PyPI | joblib | — | 直接 |
| PyPI | joblib | 0.12.0 | 直接 |
| PyPI | joblib | 1.1.0 | 直接 |
| PyPI | joblib | 1.5.1 | 直接 |
| PyPI | pandas | — | 直接 |
| PyPI | pandas | 0.23.0 | 直接 |
| PyPI | pandas | 1.4.1 | 直接 |
| PyPI | pandas | 2.2.3 | 直接 |
| PyPI | pyyaml | — | 直接 |
| PyPI | pyyaml | 6.0 | 直接 |
| PyPI | pyyaml | 6.0.2 | 直接 |
| PyPI | requests | 2.27.1 | 直接 |
| PyPI | requests | 2.32.3 | 直接 |
| PyPI | typing-extensions | 4.1.1 | 直接 |
| PyPI | typing-extensions | 4.14.0 | 直接 |
| PyPI | xxhash | — | 直接 |
| PyPI | xxhash | 1.0.0 | 直接 |
| PyPI | xxhash | 3.0.0 | 直接 |
| PyPI | xxhash | 3.5.0 | 直接 |
| PyPI | adlfs | — | 间接 |
| PyPI | adlfs | 2024.12.0 | 间接 |
| PyPI | aiobotocore | 2.1.2 | 间接 |
| PyPI | aiobotocore | 2.22.0 | 间接 |
| PyPI | aiohappyeyeballs | 2.6.1 | 间接 |
| PyPI | aiohttp | 3.12.7 | 间接 |
| PyPI | aiohttp | 3.8.1 | 间接 |
| PyPI | aioitertools | 0.10.0 | 间接 |
| PyPI | aioitertools | 0.12.0 | 间接 |
| PyPI | aiosignal | 1.2.0 | 间接 |
| PyPI | aiosignal | 1.3.2 | 间接 |
| PyPI | alabaster | 0.7.12 | 间接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | appnope | 0.1.2 | 间接 |
| PyPI | appnope | 0.1.4 | 间接 |
| PyPI | asttokens | 2.0.5 | 间接 |
| PyPI | asttokens | 3.0.0 | 间接 |
| PyPI | async-timeout | 4.0.2 | 间接 |
| PyPI | attrs | 21.4.0 | 间接 |
| PyPI | attrs | 25.3.0 | 间接 |
| PyPI | azure-core | 1.34.0 | 间接 |
| PyPI | azure-datalake-store | 0.0.53 | 间接 |
| PyPI | azure-identity | 1.23.0 | 间接 |
| PyPI | azure-storage-blob | 12.25.1 | 间接 |
| PyPI | babel | 2.9.1 | 间接 |
| PyPI | backcall | 0.2.0 | 间接 |
| PyPI | beartype | 0.21.0 | 间接 |
| PyPI | beautifulsoup4 | 4.10.0 | 间接 |
| PyPI | black | 25.1.0 | 间接 |
| PyPI | bleach | 4.1.0 | 间接 |
| PyPI | botocore | 1.23.24 | 间接 |
| PyPI | botocore | 1.37.3 | 间接 |
| PyPI | build | 1.2.2.post1 | 间接 |
| PyPI | cachetools | 5.5.2 | 间接 |
| PyPI | certifi | 2021.10.8 | 间接 |
| PyPI | certifi | 2025.4.26 | 间接 |
| PyPI | cffi | 1.17.1 | 间接 |
| PyPI | cfgv | 3.4.0 | 间接 |
| PyPI | charset-normalizer | 2.0.12 | 间接 |
| PyPI | charset-normalizer | 3.4.2 | 间接 |
| PyPI | click | 8.0.4 | 间接 |
| PyPI | click | 8.2.1 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | comm | 0.2.2 | 间接 |
| PyPI | cramjam | 2.10.0 | 间接 |
| PyPI | cryptography | 45.0.3 | 间接 |
| PyPI | databricks-sdk | 0.55.0 | 间接 |
| PyPI | debugpy | 1.6.0 | 间接 |
| PyPI | debugpy | 1.8.14 | 间接 |
| PyPI | decopatch | 1.4.10 | 间接 |
| PyPI | decorator | 5.1.1 | 间接 |
| PyPI | decorator | 5.2.1 | 间接 |
| PyPI | defusedxml | 0.7.1 | 间接 |
| PyPI | distlib | 0.3.9 | 间接 |
| PyPI | docutils | 0.17.1 | 间接 |
| PyPI | entrypoints | 0.4 | 间接 |
| PyPI | executing | 0.8.3 | 间接 |
| PyPI | executing | 2.2.0 | 间接 |
| PyPI | fastjsonschema | 2.21.1 | 间接 |
| PyPI | fastparquet | 2024.11.0 | 间接 |
| PyPI | filelock | 3.18.0 | 间接 |
| PyPI | frozenlist | 1.3.0 | 间接 |
| PyPI | frozenlist | 1.6.2 | 间接 |
| PyPI | gcsfs | 2025.5.1 | 间接 |
| PyPI | google-api-core | 2.25.0 | 间接 |
| PyPI | google-auth | 2.40.2 | 间接 |
| PyPI | google-auth-oauthlib | 1.2.2 | 间接 |
| PyPI | google-cloud-core | 2.4.3 | 间接 |
| PyPI | google-cloud-storage | 3.1.0 | 间接 |
| PyPI | google-crc32c | 1.7.1 | 间接 |
| PyPI | google-resumable-media | 2.7.2 | 间接 |
| PyPI | googleapis-common-protos | 1.70.0 | 间接 |
| PyPI | griffe | 1.7.3 | 间接 |
| PyPI | identify | 2.6.12 | 间接 |
| PyPI | idna | 3.10 | 间接 |
| PyPI | idna | 3.3 | 间接 |
| PyPI | imagesize | 1.3.0 | 间接 |
| PyPI | iniconfig | 1.1.1 | 间接 |
| PyPI | iniconfig | 2.1.0 | 间接 |
| PyPI | ipykernel | 6.29.5 | 间接 |
| PyPI | ipykernel | 6.9.2 | 间接 |
| PyPI | ipython | — | 间接 |
| PyPI | ipython | 8.1.1 | 间接 |
| PyPI | ipython | 8.12.0 | 间接 |
| PyPI | isodate | 0.7.2 | 间接 |
| PyPI | jedi | 0.18.1 | 间接 |
| PyPI | jedi | 0.19.2 | 间接 |
| PyPI | jmespath | 0.10.0 | 间接 |
| PyPI | jmespath | 1.0.1 | 间接 |
| PyPI | jsonschema | 4.24.0 | 间接 |
| PyPI | jsonschema | 4.4.0 | 间接 |
| PyPI | jsonschema-specifications | 2025.4.1 | 间接 |
| PyPI | jupyter-client | 7.1.2 | 间接 |
| PyPI | jupyter-client | 8.6.3 | 间接 |
| PyPI | jupyter-core | 4.9.2 | 间接 |
| PyPI | jupyter-core | 5.8.1 | 间接 |
| PyPI | jupyterlab-pygments | 0.1.2 | 间接 |
| PyPI | jupytext | 1.13.7 | 间接 |
| PyPI | makefun | 1.13.1 | 间接 |
| PyPI | makefun | 1.16.0 | 间接 |
| PyPI | markdown-it-py | 1.1.0 | 间接 |
| PyPI | markdown-it-py | 3.0.0 | 间接 |
| PyPI | markupsafe | 2.1.1 | 间接 |
| PyPI | markupsafe | 3.0.2 | 间接 |
| PyPI | matplotlib-inline | 0.1.3 | 间接 |
| PyPI | matplotlib-inline | 0.1.7 | 间接 |
| PyPI | mdit-py-plugins | 0.3.0 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | mistune | 0.8.4 | 间接 |
| PyPI | msal | 1.32.3 | 间接 |
| PyPI | msal-extensions | 1.3.1 | 间接 |
| PyPI | multidict | 6.0.2 | 间接 |
| PyPI | multidict | 6.4.4 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | nbclient | 0.10.2 | 间接 |
| PyPI | nbclient | 0.5.13 | 间接 |
| PyPI | nbconvert | 6.4.4 | 间接 |
| PyPI | nbformat | 5.10.4 | 间接 |
| PyPI | nbformat | 5.2.0 | 间接 |
| PyPI | nbsphinx | 0.8.8 | 间接 |
| PyPI | nest-asyncio | 1.5.4 | 间接 |
| PyPI | nest-asyncio | 1.6.0 | 间接 |
| PyPI | nodeenv | 1.9.1 | 间接 |
| PyPI | numpy | 1.22.3 | 间接 |
| PyPI | numpy | 2.2.6 | 间接 |
| PyPI | oauthlib | 3.2.2 | 间接 |
| PyPI | packaging | 21.3 | 间接 |
| PyPI | packaging | 25.0 | 间接 |
| PyPI | pandocfilters | 1.5.0 | 间接 |
| PyPI | parso | 0.8.3 | 间接 |
| PyPI | parso | 0.8.4 | 间接 |
| PyPI | pathspec | 0.12.1 | 间接 |
| PyPI | pep517 | 0.12.0 | 间接 |
| PyPI | pexpect | 4.8.0 | 间接 |
| PyPI | pexpect | 4.9.0 | 间接 |
| PyPI | pickleshare | 0.7.5 | 间接 |
| PyPI | pip-tools | 6.5.1 | 间接 |
| PyPI | pip-tools | 7.4.1 | 间接 |
| PyPI | platformdirs | 4.3.8 | 间接 |
| PyPI | pluggy | 1.0.0 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | plum-dispatch | 2.5.7 | 间接 |
| PyPI | pre-commit | 4.2.0 | 间接 |
| PyPI | prompt-toolkit | 3.0.28 | 间接 |
| PyPI | prompt-toolkit | 3.0.51 | 间接 |
| PyPI | propcache | 0.3.1 | 间接 |
| PyPI | proto-plus | 1.26.1 | 间接 |
| PyPI | protobuf | 6.31.1 | 间接 |
| PyPI | psutil | 5.9.0 | 间接 |
| PyPI | psutil | 7.0.0 | 间接 |
| PyPI | ptyprocess | 0.7.0 | 间接 |
| PyPI | pure-eval | 0.2.2 | 间接 |
| PyPI | pure-eval | 0.2.3 | 间接 |
| PyPI | py | 1.11.0 | 间接 |
| PyPI | pyarrow | 20.0.0 | 间接 |
| PyPI | pyasn1 | 0.6.1 | 间接 |
| PyPI | pyasn1-modules | 0.4.2 | 间接 |
| PyPI | pycparser | 2.22 | 间接 |
| PyPI | pydantic | 2.11.5 | 间接 |
| PyPI | pydantic-core | 2.33.2 | 间接 |
| PyPI | pydata-sphinx-theme | 0.8.0 | 间接 |
| PyPI | pygments | 2.11.2 | 间接 |
| PyPI | pygments | 2.19.1 | 间接 |
| PyPI | pyjwt | 2.10.1 | 间接 |
| PyPI | pyparsing | 3.0.7 | 间接 |
| PyPI | pyproject-hooks | 1.2.0 | 间接 |
| PyPI | pyright | 1.1.372 | 间接 |
| PyPI | pyrsistent | 0.18.1 | 间接 |
| PyPI | pytest | 7.1.1 | 间接 |
| PyPI | pytest | 7.1.3 | 间接 |
| PyPI | pytest-cases | 3.6.11 | 间接 |
| PyPI | pytest-cases | 3.8.6 | 间接 |
| PyPI | pytest-dotenv | 0.5.2 | 间接 |
| PyPI | pytest-parallel | 0.1.1 | 间接 |
| PyPI | python-dateutil | 2.8.2 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | python-dotenv | 0.20.0 | 间接 |
| PyPI | python-dotenv | 1.1.0 | 间接 |
| PyPI | pytz | 2022.1 | 间接 |
| PyPI | pytz | 2025.2 | 间接 |
| PyPI | pyzmq | 22.3.0 | 间接 |
| PyPI | pyzmq | 26.4.0 | 间接 |
| PyPI | quartodoc | 0.10.0 | 间接 |
| PyPI | rdata | 0.11.2 | 间接 |
| PyPI | referencing | 0.36.2 | 间接 |
| PyPI | requests-oauthlib | 2.0.0 | 间接 |
| PyPI | rich | 14.0.0 | 间接 |
| PyPI | rpds-py | 0.25.1 | 间接 |
| PyPI | rsa | 4.9.1 | 间接 |
| PyPI | ruff | 0.5.4 | 间接 |
| PyPI | s3fs | 2022.2.0 | 间接 |
| PyPI | s3fs | 2025.5.1 | 间接 |
| PyPI | setuptools | — | 间接 |
| PyPI | setuptools-scm | — | 间接 |
| PyPI | siuba | 0.1.2 | 间接 |
| PyPI | six | 1.16.0 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | snowballstemmer | 2.2.0 | 间接 |
| PyPI | soupsieve | 2.3.1 | 间接 |
| PyPI | sphinx | 4.4.0 | 间接 |
| PyPI | sphinxcontrib-applehelp | 1.0.2 | 间接 |
| PyPI | sphinxcontrib-devhelp | 1.0.2 | 间接 |
| PyPI | sphinxcontrib-htmlhelp | 2.0.0 | 间接 |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | 间接 |
| PyPI | sphinxcontrib-qthelp | 1.0.3 | 间接 |
| PyPI | sphinxcontrib-serializinghtml | 1.1.5 | 间接 |
| PyPI | sphobjinv | 2.3.1.3 | 间接 |
| PyPI | sqlalchemy | 1.4.32 | 间接 |
| PyPI | stack-data | 0.2.0 | 间接 |
| PyPI | stack-data | 0.6.3 | 间接 |
| PyPI | tabulate | 0.9.0 | 间接 |
| PyPI | tblib | 3.1.0 | 间接 |
| PyPI | testpath | 0.6.0 | 间接 |
| PyPI | toml | 0.10.2 | 间接 |
| PyPI | tomli | 2.0.1 | 间接 |
| PyPI | tomli | 2.2.1 | 间接 |
| PyPI | tornado | 6.1 | 间接 |
| PyPI | tornado | 6.5.1 | 间接 |
| PyPI | traitlets | 5.1.1 | 间接 |
| PyPI | traitlets | 5.14.3 | 间接 |
| PyPI | types-appdirs | 1.4.3.5 | 间接 |
| PyPI | typing-inspection | 0.4.1 | 间接 |
| PyPI | tzdata | 2025.2 | 间接 |
| PyPI | urllib3 | 1.26.9 | 间接 |
| PyPI | urllib3 | 2.4.0 | 间接 |
| PyPI | virtualenv | 20.31.2 | 间接 |
| PyPI | watchdog | 6.0.0 | 间接 |
| PyPI | wcwidth | 0.2.13 | 间接 |
| PyPI | wcwidth | 0.2.5 | 间接 |
| PyPI | webencodings | 0.5.1 | 间接 |
| PyPI | wheel | 0.37.1 | 间接 |
| PyPI | wheel | 0.45.1 | 间接 |
| PyPI | wrapt | 1.14.0 | 间接 |
| PyPI | wrapt | 1.17.2 | 间接 |
| PyPI | xarray | 2025.4.0 | 间接 |
| PyPI | yarl | 1.20.0 | 间接 |
| PyPI | yarl | 1.7.2 | 间接 |
| PyPI | zipp | 3.22.0 | 间接 |
| PyPI | zipp | 3.7.0 | 间接 |
依赖安全公告 0
安装 pypi:pins@0.9.1 会引入 22 个包（直接与传递）：其中 0 个存在已知公告，0 个为直接依赖。
没有已知公告影响已评估的依赖。
公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 4300,
"has_wiki": true,
"homepage": "https://rstudio.github.io/pins-python/",
"languages": {
"R": 1861,
"CSS": 6186,
"HTML": 4893,
"Python": 234141,
"Makefile": 2067,
"JavaScript": 132598
},
"pushed_at": "2026-07-14T19:52:24Z",
"created_at": "2022-02-07T16:34:15Z",
"owner_type": "Organization",
"updated_at": "2026-07-14T19:52:34Z",
"description": null,
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python",
"JavaScript"
]
},
"owner": {
"blog": "https://posit.co",
"name": "RStudio",
"type": "Organization",
"login": "rstudio",
"company": null,
"location": "Boston, MA",
"followers": 3538,
"avatar_url": "https://avatars.githubusercontent.com/u/513560?v=4",
"created_at": "2010-12-07T19:03:35Z",
"is_verified": null,
"public_repos": 375,
"account_age_days": 5708
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.9.1",
"kind": "patch",
"published_at": "2025-10-03T16:47:05Z"
},
{
"tag": "v0.9.0",
"kind": "minor",
"published_at": "2025-06-04T03:58:48Z"
},
{
"tag": "v0.8.7",
"kind": "patch",
"published_at": "2024-12-17T00:13:36Z"
},
{
"tag": "v0.8.6",
"kind": "patch",
"published_at": "2024-05-03T20:44:43Z"
},
{
"tag": "v0.8.5",
"kind": "patch",
"published_at": "2024-04-16T23:07:39Z"
},
{
"tag": "v0.8.4",
"kind": "patch",
"published_at": "2024-01-03T22:08:34Z"
},
{
"tag": "v0.8.3",
"kind": "patch",
"published_at": "2023-09-08T17:43:54Z"
},
{
"tag": "v0.8.2",
"kind": "patch",
"published_at": "2023-08-22T19:48:02Z"
},
{
"tag": "v0.8.1",
"kind": "patch",
"published_at": "2023-04-18T18:49:43Z"
},
{
"tag": "v0.8.0",
"kind": "minor",
"published_at": "2023-03-21T21:06:49Z"
},
{
"tag": "v0.7.3",
"kind": "patch",
"published_at": "2022-12-20T20:18:40Z"
},
{
"tag": "v0.7.2",
"kind": "patch",
"published_at": "2022-11-30T17:49:24Z"
},
{
"tag": "v0.7.1",
"kind": "patch",
"published_at": "2022-11-08T15:59:02Z"
},
{
"tag": "v0.7.0",
"kind": "minor",
"published_at": "2022-09-28T16:55:34Z"
},
{
"tag": "v0.6.0",
"kind": "minor",
"published_at": "2022-09-13T16:46:55Z"
},
{
"tag": "v0.5.0",
"kind": "minor",
"published_at": "2022-06-24T19:27:39Z"
},
{
"tag": "v0.4.0",
"kind": "minor",
"published_at": "2022-06-09T12:31:21Z"
},
{
"tag": "v0.3.0",
"kind": "minor",
"published_at": "2022-06-01T22:04:50Z"
},
{
"tag": "v0.2.1",
"kind": "patch",
"published_at": "2022-05-24T15:42:20Z"
},
{
"tag": "v0.2.0",
"kind": "minor",
"published_at": "2022-05-05T15:34:17Z"
}
],
"recent_commits": [
{
"oid": "619263f5ea4f5aa9966195f26fb35234acb015aa",
"body": null,
"is_bot": false,
"headline": "unpin fsspec (#357)",
"author_name": "E. David Aja",
"author_login": "edavidaja",
"committed_at": "2026-07-14T19:52:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cfd86006b646313e4b6b67231eda425d3dd46806",
"body": "…(#353)\n\n* fix: ensure that pin metadata files are closed after reading them in\n\n* chore: take advantage of existing context managers\n\n* style: fix lints",
"is_bot": false,
"headline": "fix: ensure that pin metadata files are closed after reading them in …",
"author_name": "Phillip Cloud",
"author_login": "cpcloud",
"committed_at": "2026-03-13T17:56:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d7c0aa66d3734418d83225bcda5a2c43be0c5f32",
"body": "…for latest pins-R (#355)\n\n* ci: skip databricks tests on fork PRs\n\n* Trim whitespace and update all actions/checkout to v6\n\n* Use native pipe in R integration tests",
"is_bot": false,
"headline": "ci: skip databricks tests on fork PRs, and update cross-compat tests …",
"author_name": "Neal Richardson",
"author_login": "nealrichardson",
"committed_at": "2026-03-13T15:17:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "754224c15870d02eed2e18849bef0cfc6ba6a9f6",
"body": "* Switch CI workflow to use with-connect setup\n\n* Get it running\n\n* :nail_care:\n\n* Update license secret and remove import\n\n* Cleanup and doc\n\n* Restore (for now) _HackyConnect\n\n* Use v1 endpoint even in HackyConnect\n\n* Update for latest with-connect improvements\n\n* Revert \"Update for latest with-connect improvements\"\n\nThis reverts commit d238ed5a2f2994075a512924cd2944a84cdcf376.\n\n* Use multiline with-connect command for readability\n\n* Add make target to run connect tests",
"is_bot": false,
"headline": "ci: use `with-connect` action for Posit Connect integration tests (#351)",
"author_name": "Neal Richardson",
"author_login": "nealrichardson",
"committed_at": "2025-11-20T22:36:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dae1ed98fc4a649670af39c3dcb03043c3bb21e5",
"body": null,
"is_bot": false,
"headline": "skip connect on release (#343)",
"author_name": "Isabel Zimmerman",
"author_login": "isabelizimm",
"committed_at": "2025-10-03T16:46:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1fe0893dcaea2d4e9a72a08770d0cdd24a85807b",
"body": "* update how we connect to s3 in ci\n\n* update region\n\n* use other bucket w creds\n\n* check on databricks older dependency\n\n* streamline dependencies\n\n* debug why skip isnt working\n\n* move up debug statement\n\n* check if underlying board protocol is dbc\n\n* check hasattr first\n\n* maybe fsspec changed?\n\n* Update pyproject.toml\n\n* Update pyproject.toml",
"is_bot": false,
"headline": "ci/maint: unblock fsspec and s3 tests (#339)",
"author_name": "Isabel Zimmerman",
"author_login": "isabelizimm",
"committed_at": "2025-09-11T20:46:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bdb58e1cba26bae899c73c19871366b417edf113",
"body": "* Initial DB framework, ls works (no details)\n\n* Switches to using folder_url instead of path\n\n* pin_exists() works now\n\n* pin_versions() works\n\n* pin_open() works\n\n* Makes _list_folders into _list_items\n\n* Adds mkdir & put, gets pin_write() working\n\n* Formatting improvements\n\n* Removes conditional \n[…]\nes again\n\n* cannot clean up constructors, skip\n\n---------\n\nCo-authored-by: Isabel Zimmerman <54685329+isabelizimm@users.noreply.github.com>\nCo-authored-by: isabel zimmerman <isabel.zimmerman@posit.co>",
"is_bot": false,
"headline": "Adds Databricks backend (#325)",
"author_name": "Edgar Ruiz",
"author_login": "edgararuiz",
"committed_at": "2025-06-04T03:54:25Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "ef9f358afd2981de487599932a19af033e4b3e35",
"body": "* Support adaptor in prepare_pin_version\n\n* Use adaptor in save_data\n\n* Use adaptor for default_title\n\n* underscore prefix for _adaptors.py; abstracting df_type in default_title\n\n* Removing duplication in _obj_name definition\n\n* Use adaptor in _create_meta\n\n* Pass pyright\n\n* Fix broken import\n\n* Ref\n[…]\ned typing_extensions.TypeAlias for Python 3.9\n\n* add typing_extensions\n\n---------\n\nCo-authored-by: Michael Chow <mc_al_github@fastmail.com>\nCo-authored-by: isabel zimmerman <isabel.zimmerman@posit.co>",
"is_bot": false,
"headline": "Move to adaptor backend (#298)",
"author_name": "Nathan McDougall",
"author_login": "nathanjmcdougall",
"committed_at": "2025-06-04T02:50:51Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "3b5ade326b74b3711fdd3382e81fc7ff77f4ee14",
"body": "* Add a spellchecker\n\n* Reduce diff in pre-commit config file",
"is_bot": false,
"headline": "Add a spellchecker (#328)",
"author_name": "Nathan McDougall",
"author_login": "nathanjmcdougall",
"committed_at": "2025-06-02T14:53:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fa4581c203ec828bace811e8bf0ee648079ac8f3",
"body": "…e with caching (#327)",
"is_bot": false,
"headline": "Add documentation for how to create a board for a shared network driv…",
"author_name": "Nathan McDougall",
"author_login": "nathanjmcdougall",
"committed_at": "2025-05-30T21:04:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "71967fbfcba32c6cfbd40c0c5090032b91724429",
"body": null,
"is_bot": false,
"headline": "Bump pre-commit action (#329)",
"author_name": "Nathan McDougall",
"author_login": "nathanjmcdougall",
"committed_at": "2025-04-30T17:17:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "853e7758b1b5df2e2cbc38c88c01c14da4b24101",
"body": "* remove extra /\n\n* use Path instead of strs for path construction\n\n* update docstring to url",
"is_bot": false,
"headline": "maint: remove extra / in doctest (#330)",
"author_name": "Isabel Zimmerman",
"author_login": "isabelizimm",
"committed_at": "2025-04-30T16:07:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8a4faf12fee92687eb4d52b14006be1508948866",
"body": "* Add rdata as a dependency\r\n\r\n* Don't explicitly install rdata an extra time.\r\nDon't reference [test] in `pip install -e .`\r\n\r\n* Revert removal of `[test]` in cases where it is still needed.\r\n\r\n* Add read_rds workaround for rdata on Python 3.8.\r\n\r\n* Remove `hasattr` check\r\n\r\n* Add type conversion f\n[…]\nfor pyright\r\n\r\n* Disable pyright for protected optional import\r\n\r\n* Fix typo 🤦♂️\r\n\r\n* dropped 3.8, no longer need workaround\r\n\r\n---------\r\n\r\nCo-authored-by: isabelizimm <isabel.zimmerman@rstudio.com>",
"is_bot": false,
"headline": "maint: add rdata as a testing dependency (#265)",
"author_name": "Nathan McDougall",
"author_login": "nathanjmcdougall",
"committed_at": "2024-12-17T00:12:02Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "0ae055e5af78b0e8e0c2eaa2e838e85def5bf338",
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"is_bot": false,
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"body": "* Fix bug in `pins.drivers.load_path`\r\n\r\n* Add tests.\r\n\r\n* Update pins/drivers.py\r\n\r\nCo-authored-by: Isabel Zimmerman <54685329+isabelizimm@users.noreply.github.com>\r\n\r\n* Update pins/drivers.py\r\n\r\nCo-authored-by: Isabel Zimmerman <54685329+isabelizimm@users.noreply.github.com>\r\n\r\n* Update pins/drive\n[…]\nn <54685329+isabelizimm@users.noreply.github.com>\r\n\r\n* Add missing `from __future__ import annotations`\r\n\r\n---------\r\n\r\nCo-authored-by: Isabel Zimmerman <54685329+isabelizimm@users.noreply.github.com>",
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"headline": "Fix off-by-one error in version parsing function msg. (#286)",
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"headline": "maint: update to v2 docker compose (#296)",
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"headline": "Fix bug where error message is missing info at the end (#288)",
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"is_bot": false,
"headline": "Feature/250 add pyright (#256)",
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"body": "* Migrate `setup.cfg` to `pyproject.toml`.\r\n\r\n* small nits to maintainers\r\n\r\n---------\r\n\r\nCo-authored-by: isabelizimm <isabel.zimmerman@rstudio.com>",
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"headline": "Migrate `setup.cfg` to `pyproject.toml`. (#273)",
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"headline": "Replace tmp_dir2 fixture with tmp_path. (#270)",
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"headline": "Tailor `_assert_is_pandas_df` error - not just CSV but for all file t…",
"author_name": "Nathan McDougall",
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"body": "* Bump black: 22.3.0 -> 24.4.2 & Apply new format rules\r\nDisable E704 for consistency between Flake8 and black\r\n\r\n* Replace black and flake8 with ruff.\r\n\r\n* Add blank line after rebase.",
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"headline": "Feature/251 add ruff (#267)",
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"headline": "Add sentence in docs disclaiming against high frequency writes. (#269)",
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"body": "…ed (#246)\n\n* Remove syntax used as a workaround while Python 3.7 was being supported\r\n\r\n* Fix missing user[\"username\"] access.",
"is_bot": false,
"headline": "Remove syntax used as a workaround while Python 3.7 was being support…",
"author_name": "Nathan McDougall",
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"body": "* Test against Python 3.12\r\n\r\n* Bump adlfs: 2022.2.0 -> 2024.4.1 for test env\r\n\r\n* Change adlfs pin to a lower bound in tests extra.",
"is_bot": false,
"headline": "Support Python 3.12 (#248)",
"author_name": "Nathan McDougall",
"author_login": "nathanjmcdougall",
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"body": "* feat(pins): add support for custom storage options in `board_s3`\r\n\r\n- Introduce the ability to pass arbitrary storage options to the underlying fsspec S3FileSystem in `board_s3`.\r\n- This enhancement allows for greater flexibility when connecting to S3-compatible services by enabling the specificat\n[…]\nefault of 0, to improve clarity and maintainability of the code.\r\n\r\nThis change aims to guide users towards optimal performance settings and enhance the reliability of cache operations with S3 boards.",
"is_bot": false,
"headline": "feat(pins): add support for custom storage options in `board_s3` (#237)",
"author_name": "Eric Ma",
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"headline": "Moving board_deparse to boards.py (#247)",
"author_name": "Nathan McDougall",
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"headline": "Add comment linking why we use appdirs in setup.cfg (#245)",
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"is_bot": false,
"headline": "Add some extra information to help set up local pytest calls (#240)",
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"headline": "Fix typo (#238)",
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"headline": "maint: update `dev.txt` and gcs protocol names (#242)",
"author_name": "Isabel Zimmerman",
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"headline": "use `requests.JSONDecodeError` to catch more requests errors (#232)",
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"body": "* support unversioned boards\r\n\r\n* rsconnect boards cannot delete active version\r\n\r\n* clean up function sig\r\n\r\n* add versioned arg\r\n\r\n* updates from review\r\n\r\n* add tests\r\n\r\n* try to make smart-ish API calls for Connect\r\n\r\n* use test value\r\n\r\n* don't need to test the error twice\r\n\r\n* also, don't need to read pin",
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"headline": "support unversioned boards (#230)",
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"headline": "use `rdata` as a driver for 'rds' files (#231)",
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"author_name": "Phillip Cloud",
"author_login": "cpcloud",
"committed_at": "2024-03-22T20:47:52Z",
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"oid": "b0104cf4bf0e8e571b02d5b05d30c551b17c0d9e",
"body": "* Update docs with info about concurrent writes\r\n\r\n* I think we need lower case here",
"is_bot": false,
"headline": "Update docs with info about concurrent writes (#226)",
"author_name": "Julia Silge",
"author_login": "juliasilge",
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"oid": "d0d1095630aa8c23c9255b5fc04120784e03e79a",
"body": "* refactor(fsspec): remove upper bound on fsspec\r\n\r\nWe're using `pins` as a dependency in `ibis-framework` and ideally we\r\ncan remove the upper-pin on `fsspec` so that doesn't impact our users.\r\nI think the usage of the moved `hash_name` function is the only breaking\r\nchange between the current uppe\n[…]\n\n\r\n* remove 3.7 support\r\n\r\n* specify get_file for RsConnectFs\r\n\r\n* keep a call to hash_name\r\n\r\n* move gh org machow-> rstudio\r\n\r\n---------\r\n\r\nCo-authored-by: isabelizimm <isabel.zimmerman@rstudio.com>",
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"headline": "refactor(fsspec): remove upper bound on fsspec (#221)",
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"body": "* drop python 3.7 support\r\n\r\n* update gcs paths",
"is_bot": false,
"headline": "drop python 3.7 support, min fsspec>=2022.2.0 (#224)",
"author_name": "Isabel Zimmerman",
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"headline": "feat: preview r code in connect to read pin (#223)",
"author_name": "Isabel Zimmerman",
"author_login": "isabelizimm",
"committed_at": "2023-11-20T14:39:50Z",
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"headline": "maint: spooky fall 🍁 cleaning (#220)",
"author_name": "Isabel Zimmerman",
"author_login": "isabelizimm",
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"key": "ci_tests",
"name": "CI-Tests",
"detail": "6 out of 30 merged PRs checked by a CI test -- score normalized to 2",
"points": 0.5,
"status": "partial",
"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 24/30 approved changesets -- score normalized to 8",
"points": 6,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 13 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": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "111 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:pins@0.9.1 runtime dependency closure — what installing the published package pulls in — 22 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:pins@0.9.1",
"assessed": 22
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 22,
"unassessed_packages": 0,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 22,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 12
},
"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": "at_risk",
"name": "AI Readiness",
"value": 48,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.83,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "83 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 83,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 51,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"Makefile",
"script/ci-compat-check/Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile, script/ci-compat-check/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile, script/ci-compat-check/Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 44034,
"source_files_sampled": 40,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/40 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 40,
"oversized": 0
}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-25T17:12:23.878898Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/rstudio/pins-python.svg",
"full_name": "rstudio/pins-python",
"license_state": "standard",
"license_spdx": "MIT"
}