公开记录优秀
软件健康报告模式 0.16.0 · 指标 1.13.0 · 2026-07-21 02:21 UTC
data-privacy-stack / presidio
An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.
data-privacy-stack/presidio 的健康指数为 100 分中的 90 分，处于「优秀」区间。 其得分最高的类别是Security（97/100），最低的是AI Readiness（70/100）。 最近一次更新在 4 天前。 近期的大部分工作由 3 位贡献者完成。
90
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。
90
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
所有权
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 | 标签 |
|---|---|---|---|---|---|---|
| PyPI | presidio | 2.2.363 | 7,606 | 5 | 22 天前 | presidio |
| PyPI | presidio-cli指向其他仓库——不计分 | 0.0.8 | 161 | 6 | 1474 天前 | piichecker |
| PyPI | presidio_analyzer | 2.2.363 | 6,035,634 | 107 | 22 天前 | presidio-analyzer |
| PyPI | presidio_anonymizer | 2.2.363 | 4,438,092 | 43 | 22 天前 | presidio-anonymizer |
| PyPI | presidio_structured | 0.0.7 | - | 7 | 22 天前 | presidio-structured |
| PyPI | presidio-image-redactor | 0.0.59 | - | 23 | 22 天前 | presidio-image-redactor |
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？
94
开发活跃度
96优秀
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 4 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 284 次提交 |
| 0/10 | OpenSSF Scorecard：Maintained — 无数据 |
所用输入
| commits_last_year | 284 |
| human_commit_share | — |
| days_since_last_push | 4 |
| active_weeks_last_year | 47 |
发布纪律
92优秀
评分方式
| 27/27 | 有发布版本 — 已发布 48 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 22 天前 |
| 19.8/27 | 发布节奏 — 约每 91.2 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 48 |
| latest_release_tag | 2.2.363 |
| releases_from_tags | 否 |
| days_since_latest_release | 22 |
| mean_days_between_releases | 91.2 |
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？
96
流行度与采用
96优秀
评分方式
| 60/60 | 星标 — 10,090 个星标 |
| 25/25 | 复刻 — 1,211 个复刻 |
| 10.8/15 | 关注者 — 90 位关注者 |
所用输入
| forks | 1,211 |
| stars | 10,090 |
| watchers | 90 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
92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 |
| 6.3/6.3 | 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 | 是 |
生态采用（下载量）
100优秀
评分方式
| 80/80 | 月度下载量 — pypi 合计每月 10,481,332 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 | presidio, presidio_analyzer, presidio_anonymizer, presidio_structured, presidio-image-redactor |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 10,481,332 |
已排除计分（无数据或不适用）：注册表被依赖数。 其余权重已重新归一化。
可持续性与治理
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？
74
维护者韧性（巴士系数）
73良好
评分方式
| 36/54 | 巴士系数 — 3 位贡献者贡献了半数提交 |
| 16.3/22.5 | 提交分布 — 头号贡献者编写了 28% 的提交 |
| 13.5/13.5 | 贡献者广度 — 100 位贡献者 |
| 0/10 | OpenSSF Scorecard：Contributors — 无数据 |
所用输入
| bus_factor | 3 |
| contributors_sampled | 100 |
| top_contributor_share | 0.276 |
议题与 PR 响应能力
84良好
评分方式
| 42.7/46.8 | 议题解决 — 91% 的议题已关闭 |
| 29.1/38.3 | PR 接受 — 已裁定的 PR 中 1,071/1,408 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — 无数据 |
所用输入
| merged_prs | 1,071 |
| open_issues | 48 |
| closed_issues | 504 |
| issue_closed_ratio | 0.913 |
| closed_unmerged_prs | 337 |
所有权与托管责任
45存在风险
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 9/25 | 所有者影响力 — data-privacy-stack 有 17 位关注者 |
| 5.6/25 | 既往记录 — 4 个公开仓库，账户约 0 年 |
所用输入
| followers | 17 |
| owner_type | Organization |
| is_verified | — |
| owner_login | data-privacy-stack |
| public_repos | 4 |
| account_age_days | 98 |
软件包维护
100优秀
评分方式
| 25/25 | 已发布且可解析 — pypi 上有 5 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 22 天前 |
| 20/20 | 版本历史 — 107 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 | presidio, presidio_analyzer, presidio_anonymizer, presidio_structured, presidio-image-redactor |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 22 |
工程质量
基础的工程与文档实践是否到位？
95
工程实践
92优秀
评分方式
| 24/24 | CI 工作流 — 6 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 |
| 0/20 | OpenSSF Scorecard：CI-Tests — 无数据 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
文档
100优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://presidio.dataprivacystack.org |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 20 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | python, pii, privacy, data-anonymization, de-identification, data-masking, transformers, pii-detection, data-obfuscation, data-privacy, data-redaction, guardrails, image-redactor, named-entity-recognition, nlp, personally-identifiable-information, phi, sensitive-data, spacy, anonymization |
| has_wiki | 是 |
| homepage | https://presidio.dataprivacystack.org |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
安全
可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？
97
安全态势
100优秀
评分方式
| 30/30 | 安全策略（SECURITY.md） |
| 25/25 | Dependabot 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 |
| 20/20 | CodeQL 工作流 |
所用输入
| source | file_signals |
| lockfiles | uv.lock |
| manifests | docs/requirements-docs.txt, e2e-tests/requirements.txt, presidio-analyzer/Pipfile, presidio-analyzer/pyproject.toml, presidio-anonymizer/pyproject.toml, presidio-cli/Pipfile, presidio-cli/pyproject.toml, presidio-image-redactor/pyproject.toml, presidio-structured/pyproject.toml, presidio/pyproject.toml, pyproject.toml |
| has_codeql_workflow | 是 |
| has_security_policy | 是 |
| has_dependabot_config | 是 |
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。
依赖安全公告
85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 |
| 10/25 | 间接依赖不含已知公告 — 1 个受影响：cryptography 46.0.7 (high 7.5) |
| 40/40 | 没有长期未处理的公告 — 没有公告公开超过 90 天 |
所用输入
| source | osv |
| advisories | 1 |
| affected_packages | 1 |
| assessed_packages | 55 |
| unassessed_packages | 0 |
| affected_by_severity | high 1 |
| direct_affected_packages | 0 |
比对的是 pypi:presidio@2.2.363 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 55 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。
70
AI 代理上下文与指引
75良好
评分方式
| 45/45 | 代理指令 — .github/copilot-instructions.md |
| 0/15 | 机器可读文档（llms.txt） |
| 0/40 | 可读的提交历史 — 无数据 |
所用输入
| has_llms_txt | 否 |
| legible_history_share | — |
| agent_instruction_files | .github/copilot-instructions.md |
| agent_instruction_max_bytes | 26,062 |
已排除计分（无数据或不适用）：可读的提交历史。 其余权重已重新归一化。
评分方式
| 0/18 | 一条命令的引导启动 |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 |
| 11/11 | 静态类型检查 — presidio-analyzer/presidio_analyzer/py.typed, presidio-anonymizer/presidio_anonymizer/py.typed, presidio-image-redactor/presidio_image_redactor/py.typed, presidio-structured/presidio_structured/py.typed |
| 10/10 | 可复现环境 — devcontainer, Dockerfile, lockfile |
| 0/10 | 已体现的代理实践 — 无数据 |
| 5/8 | 自动化维护 — 已配置依赖自动化，但在抽样提交中未观察到 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — 无数据 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | uv.lock |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 是 |
| has_linter_config | 是 |
| typecheck_configs | presidio-analyzer/presidio_analyzer/py.typed, presidio-anonymizer/presidio_anonymizer/py.typed, presidio-image-redactor/presidio_image_redactor/py.typed, presidio-structured/presidio_structured/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
已排除计分（无数据或不适用）：已体现的代理实践。 其余权重已重新归一化。
面向模型的代码可读性
82良好
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（presidio-analyzer/presidio_analyzer/py.typed, presidio-anonymizer/presidio_anonymizer/py.typed, presidio-image-redactor/presidio_image_redactor/py.typed, presidio-structured/presidio_structured/py.typed） |
| 54.9/55 | 可控的文件大小 — 采样的 468 个源文件中有 1 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 64,127 |
| source_files_sampled | 468 |
| oversized_source_files | 1 |
机器可读接口
40存在风险
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — notebooks, recipes, samples |
所用输入
| example_dirs | notebooks, recipes, samples |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
10,090GitHub 星标
100贡献者
284最近 12 个月提交数
4距最近推送天数
48发布版本数
3巴士系数（bus factor）
48开放议题
PyPI软件包生态系统数
数据采集警告
- pypi package 'presidio-cli' points at a different repository (https://github.com/insightsengineering/presidio-cli); excluded from ecosystem scoring
- OpenSSF Scorecard did not return a usable result (2026/07/21 02:20:02 Warning: PATs stored in env variables GITHUB_AUTH_TOKEN and GITHUB_TOKEN differ. Scorecard will use the former.); skipping Scorecard checks
更多细节
直接依赖 31
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | spacy | (>=3.4.4,!=3.7.0,<4.0.0) | presidio-analyzer/pyproject.toml |
| PyPI | spacy | (>=3.4.4,!=3.7.0,!=3.8.14,<4.0.0) | presidio-analyzer/pyproject.toml |
| PyPI | numpy | (>=1.19.0,<2.5.0) | presidio-analyzer/pyproject.toml |
| PyPI | click | (>=8.1.0,<9.0.0) | presidio-analyzer/pyproject.toml |
| PyPI | regex | (>=2023.0.0) | presidio-analyzer/pyproject.toml |
| PyPI | tldextract | (>=5.3.1,<6.0.0) | presidio-analyzer/pyproject.toml |
| PyPI | pyyaml | (>=6.0.3,<7.0.0) | presidio-analyzer/pyproject.toml |
| PyPI | phonenumbers | (>=9.0.28,<10.0.0) | presidio-analyzer/pyproject.toml |
| PyPI | pydantic | (>=2.12.5,<3.0.0) | presidio-analyzer/pyproject.toml |
| PyPI | cryptography | (>=48.0.1,<49.0.0) | presidio-anonymizer/pyproject.toml |
| PyPI | presidio-analyzer | (>=2.2.0,<3.0.0) | presidio-cli/pyproject.toml |
| PyPI | pyyaml | (>=6.0.0,<7.0.0) | presidio-cli/pyproject.toml |
| PyPI | pathspec | (>=0.9.0,<2.0.0) | presidio-cli/pyproject.toml |
| PyPI | click | (>=8.1.0,<9.0.0) | presidio-cli/pyproject.toml |
| PyPI | pillow | (>=9.0.0,<13.0.0) | presidio-image-redactor/pyproject.toml |
| PyPI | pytesseract | (>=0.3.13,<0.4) | presidio-image-redactor/pyproject.toml |
| PyPI | presidio-analyzer | (>=2.2.0,<3.0.0) | presidio-image-redactor/pyproject.toml |
| PyPI | matplotlib | (>=3.6.0,<4.0.0) | presidio-image-redactor/pyproject.toml |
| PyPI | pydicom | (>=2.3.0,<4.0.0) | presidio-image-redactor/pyproject.toml |
| PyPI | pypng | (>=0.20220715.0,<1.0.0) | presidio-image-redactor/pyproject.toml |
| PyPI | azure-ai-formrecognizer | (>=3.3.3,<4.0.0) | presidio-image-redactor/pyproject.toml |
| PyPI | opencv-python | (>=4.13.0.92,<5.0.0) | presidio-image-redactor/pyproject.toml |
| PyPI | python-gdcm | (>=3.0.24.1,<4.0.0) | presidio-image-redactor/pyproject.toml |
| PyPI | spacy | (>=3.8.7,<4.0.0) | presidio-image-redactor/pyproject.toml |
| PyPI | spacy | (>=3.8.7,!=3.8.14,<4.0.0) | presidio-image-redactor/pyproject.toml |
| PyPI | presidio-analyzer | (>=2.2.0,<3.0.0) | presidio-structured/pyproject.toml |
| PyPI | presidio-anonymizer | (>=2.2.0,<3.0.0) | presidio-structured/pyproject.toml |
| PyPI | pandas | (>=1.5.2,<4.0.0) | presidio-structured/pyproject.toml |
| PyPI | click | (>=8.1.0,<9.0.0) | presidio-structured/pyproject.toml |
| PyPI | presidio-analyzer | (>=2.2.0,<3.0.0) | presidio/pyproject.toml |
| PyPI | presidio-anonymizer | (>=2.2.0,<3.0.0) | presidio/pyproject.toml |
全部依赖 293
来自 GitHub 依赖图的完整解析依赖集合：42 个直接依赖与 251 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 | azure-ai-formrecognizer | 3.3.3 | 直接 |
| PyPI | click | 8.4.2 | 直接 |
| PyPI | cryptography | 46.0.7 | 直接 |
| PyPI | cryptography | 48.0.1 | 直接 |
| PyPI | cryptography | 49.0.0 | 直接 |
| PyPI | matplotlib | 3.10.9 | 直接 |
| PyPI | matplotlib | 3.11.0 | 直接 |
| PyPI | numpy | 2.0.2 | 直接 |
| PyPI | numpy | 2.2.6 | 直接 |
| PyPI | numpy | 2.4.6 | 直接 |
| PyPI | opencv-python | 4.13.0.92 | 直接 |
| PyPI | pandas | — | 直接 |
| PyPI | pandas | 2.3.3 | 直接 |
| PyPI | pandas | 3.0.3 | 直接 |
| PyPI | pathspec | — | 直接 |
| PyPI | pathspec | 1.1.1 | 直接 |
| PyPI | phonenumbers | 9.0.33 | 直接 |
| PyPI | phonenumbers | 9.0.34 | 直接 |
| PyPI | pillow | 12.2.0 | 直接 |
| PyPI | pillow | 12.3.0 | 直接 |
| PyPI | presidio-analyzer | — | 直接 |
| PyPI | presidio-analyzer | 2.2.355 | 直接 |
| PyPI | presidio-analyzer | 2.2.359 | 直接 |
| PyPI | presidio-analyzer | 2.2.362 | 直接 |
| PyPI | presidio-analyzer | 2.2.363 | 直接 |
| PyPI | presidio-anonymizer | — | 直接 |
| PyPI | presidio-anonymizer | 2.2.355 | 直接 |
| PyPI | presidio-anonymizer | 2.2.363 | 直接 |
| PyPI | pydantic | 2.13.4 | 直接 |
| PyPI | pydantic | 2.9.2 | 直接 |
| PyPI | pydicom | 3.0.2 | 直接 |
| PyPI | pypng | 0.20220715.0 | 直接 |
| PyPI | pytesseract | 0.3.13 | 直接 |
| PyPI | python-gdcm | 3.2.6 | 直接 |
| PyPI | pyyaml | — | 直接 |
| PyPI | pyyaml | 6.0.3 | 直接 |
| PyPI | regex | 2026.6.28 | 直接 |
| PyPI | regex | 2026.7.10 | 直接 |
| PyPI | spacy | 3.8.13 | 直接 |
| PyPI | spacy | 3.8.14 | 直接 |
| PyPI | spacy | 3.8.2 | 直接 |
| PyPI | tldextract | 5.3.1 | 直接 |
| PyPI | absl-py | 2.4.0 | 间接 |
| PyPI | absl-py | 2.5.0 | 间接 |
| PyPI | accelerate | 1.14.0 | 间接 |
| PyPI | aiohappyeyeballs | 2.7.1 | 间接 |
| PyPI | aiohttp | 3.14.1 | 间接 |
| PyPI | aiosignal | 1.4.0 | 间接 |
| PyPI | annotated-doc | 0.0.4 | 间接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | anyio | 4.14.1 | 间接 |
| PyPI | async-timeout | 5.0.1 | 间接 |
| PyPI | attrs | 26.1.0 | 间接 |
| PyPI | azure-ai-textanalytics | — | 间接 |
| PyPI | azure-ai-textanalytics | 5.4.0 | 间接 |
| PyPI | azure-common | 1.1.28 | 间接 |
| PyPI | azure-core | 1.41.0 | 间接 |
| PyPI | azure-health-deidentification | 1.1.0b1 | 间接 |
| PyPI | azure-identity | 1.25.3 | 间接 |
| PyPI | black | — | 间接 |
| PyPI | blinker | 1.9.0 | 间接 |
| PyPI | blis | 1.0.2 | 间接 |
| PyPI | blis | 1.3.3 | 间接 |
| PyPI | build | 1.2.2.post1 | 间接 |
| PyPI | catalogue | 2.0.10 | 间接 |
| PyPI | certifi | 2026.6.17 | 间接 |
| PyPI | cffi | 2.0.0 | 间接 |
| PyPI | cffi | 2.1.0 | 间接 |
| PyPI | cfgv | 3.5.0 | 间接 |
| PyPI | chardet | 7.4.3 | 间接 |
| PyPI | charset-normalizer | 3.4.7 | 间接 |
| PyPI | charset-normalizer | 3.4.9 | 间接 |
| PyPI | cloudpathlib | 0.24.0 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | coloredlogs | 15.0.1 | 间接 |
| PyPI | confection | 0.1.5 | 间接 |
| PyPI | confection | 1.3.3 | 间接 |
| PyPI | configargparse | 1.7 | 间接 |
| PyPI | contourpy | 1.3.2 | 间接 |
| PyPI | contourpy | 1.3.3 | 间接 |
| PyPI | coverage | 7.14.3 | 间接 |
| PyPI | coverage | 7.15.0 | 间接 |
| PyPI | cuda-bindings | 13.3.1 | 间接 |
| PyPI | cuda-pathfinder | 1.5.6 | 间接 |
| PyPI | cuda-toolkit | 13.0.2 | 间接 |
| PyPI | cuda-toolkit | 13.0.3.0 | 间接 |
| PyPI | cycler | 0.12.1 | 间接 |
| PyPI | cymem | 2.0.11 | 间接 |
| PyPI | cymem | 2.0.13 | 间接 |
| PyPI | diff-cover | 10.3.0 | 间接 |
| PyPI | distlib | 0.4.3 | 间接 |
| PyPI | distro | 1.9.0 | 间接 |
| PyPI | emoji | 2.15.0 | 间接 |
| PyPI | exceptiongroup | 1.3.1 | 间接 |
| PyPI | fastapi | — | 间接 |
| PyPI | fastapi | 0.129.0 | 间接 |
| PyPI | filelock | 3.29.4 | 间接 |
| PyPI | filelock | 3.29.5 | 间接 |
| PyPI | filelock | 3.29.7 | 间接 |
| PyPI | flair | — | 间接 |
| PyPI | flask | 3.1.3 | 间接 |
| PyPI | flatbuffers | 25.12.19 | 间接 |
| PyPI | fonttools | 4.63.0 | 间接 |
| PyPI | frozenlist | 1.8.0 | 间接 |
| PyPI | fsspec | 2026.6.0 | 间接 |
| PyPI | gliner | 0.2.27 | 间接 |
| PyPI | google-api-core | 2.31.0 | 间接 |
| PyPI | google-auth | 2.55.1 | 间接 |
| PyPI | google-auth | 2.55.2 | 间接 |
| PyPI | google-cloud-core | 2.6.0 | 间接 |
| PyPI | google-cloud-storage | 3.12.0 | 间接 |
| PyPI | google-cloud-storage | 3.12.1 | 间接 |
| PyPI | google-crc32c | 1.8.0 | 间接 |
| PyPI | google-genai | 2.10.0 | 间接 |
| PyPI | google-genai | 2.11.0 | 间接 |
| PyPI | google-resumable-media | 2.10.0 | 间接 |
| PyPI | googleapis-common-protos | 1.75.0 | 间接 |
| PyPI | gunicorn | 25.3.0 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | hf-xet | 1.5.1 | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | httpx | 0.28.1 | 间接 |
| PyPI | huggingface-hub | 0.36.2 | 间接 |
| PyPI | humanfriendly | 10.0 | 间接 |
| PyPI | identify | 2.6.19 | 间接 |
| PyPI | idna | 3.18 | 间接 |
| PyPI | iniconfig | 2.3.0 | 间接 |
| PyPI | isodate | 0.7.2 | 间接 |
| PyPI | itsdangerous | 2.2.0 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | jiter | 0.16.0 | 间接 |
| PyPI | kiwisolver | 1.5.0 | 间接 |
| PyPI | langcodes | 3.5.1 | 间接 |
| PyPI | langextract | 1.5.0 | 间接 |
| PyPI | langextract | 1.6.0 | 间接 |
| PyPI | markdown | — | 间接 |
| PyPI | markdown-it-py | 4.2.0 | 间接 |
| PyPI | markupsafe | 3.0.3 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | mkdocstrings-python | — | 间接 |
| PyPI | ml-collections | 1.1.0 | 间接 |
| PyPI | more-itertools | 11.1.0 | 间接 |
| PyPI | mpmath | 1.3.0 | 间接 |
| PyPI | msal | 1.37.0 | 间接 |
| PyPI | msal-extensions | 1.3.1 | 间接 |
| PyPI | msrest | 0.7.1 | 间接 |
| PyPI | multidict | 6.7.1 | 间接 |
| PyPI | murmurhash | 1.0.12 | 间接 |
| PyPI | murmurhash | 1.0.15 | 间接 |
| PyPI | nbconvert | — | 间接 |
| PyPI | networkx | 3.4.2 | 间接 |
| PyPI | networkx | 3.6.1 | 间接 |
| PyPI | nodeenv | 1.10.0 | 间接 |
| PyPI | nvidia-cublas | 13.1.1.3 | 间接 |
| PyPI | nvidia-cuda-cupti | 13.0.85 | 间接 |
| PyPI | nvidia-cuda-nvrtc | 13.0.88 | 间接 |
| PyPI | nvidia-cuda-runtime | 13.0.96 | 间接 |
| PyPI | nvidia-cudnn-cu13 | 9.20.0.48 | 间接 |
| PyPI | nvidia-cufft | 12.0.0.61 | 间接 |
| PyPI | nvidia-cufile | 1.15.1.6 | 间接 |
| PyPI | nvidia-curand | 10.4.0.35 | 间接 |
| PyPI | nvidia-cusolver | 12.0.4.66 | 间接 |
| PyPI | nvidia-cusparse | 12.6.3.3 | 间接 |
| PyPI | nvidia-cusparselt-cu13 | 0.8.1 | 间接 |
| PyPI | nvidia-nccl-cu13 | 2.29.7 | 间接 |
| PyPI | nvidia-nvjitlink | 13.0.88 | 间接 |
| PyPI | nvidia-nvjitlink | 13.3.33 | 间接 |
| PyPI | nvidia-nvshmem-cu13 | 3.4.5 | 间接 |
| PyPI | nvidia-nvtx | 13.0.85 | 间接 |
| PyPI | oauthlib | 3.3.1 | 间接 |
| PyPI | onnxruntime | 1.23.2 | 间接 |
| PyPI | onnxruntime | 1.27.0 | 间接 |
| PyPI | openai | — | 间接 |
| PyPI | openai | 1.37.1 | 间接 |
| PyPI | openai | 2.44.0 | 间接 |
| PyPI | openai | 2.45.0 | 间接 |
| PyPI | opentelemetry-api | — | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-grpc | — | 间接 |
| PyPI | opentelemetry-sdk | — | 间接 |
| PyPI | packaging | 26.0 | 间接 |
| PyPI | packaging | 26.2 | 间接 |
| PyPI | pip | 26.1.2 | 间接 |
| PyPI | platformdirs | 4.10.0 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | pre-commit | — | 间接 |
| PyPI | pre-commit | 4.6.0 | 间接 |
| PyPI | preshed | 3.0.13 | 间接 |
| PyPI | preshed | 3.0.9 | 间接 |
| PyPI | presidio-cli | 0.0.9 | 间接 |
| PyPI | presidio-image-redactor | — | 间接 |
| PyPI | presidio-image-redactor | 0.0.59 | 间接 |
| PyPI | presidio-structured | — | 间接 |
| PyPI | presidio-structured | 0.0.7 | 间接 |
| PyPI | propcache | 0.5.2 | 间接 |
| PyPI | proto-plus | 1.28.0 | 间接 |
| PyPI | proto-plus | 1.28.1 | 间接 |
| PyPI | protobuf | 7.35.1 | 间接 |
| PyPI | psutil | 7.2.2 | 间接 |
| PyPI | pyasn1 | 0.6.3 | 间接 |
| PyPI | pyasn1 | 0.6.4 | 间接 |
| PyPI | pyasn1-modules | 0.4.2 | 间接 |
| PyPI | pycparser | 3.0 | 间接 |
| PyPI | pydantic-core | 2.46.4 | 间接 |
| PyPI | pygments | — | 间接 |
| PyPI | pygments | 2.20.0 | 间接 |
| PyPI | pyjwt | 2.13.0 | 间接 |
| PyPI | pymdown-extensions | — | 间接 |
| PyPI | pyparsing | 3.3.2 | 间接 |
| PyPI | pyproject-hooks | 1.2.0 | 间接 |
| PyPI | pyreadline3 | 3.5.6 | 间接 |
| PyPI | pytest | — | 间接 |
| PyPI | pytest | 9.1.1 | 间接 |
| PyPI | pytest-cov | — | 间接 |
| PyPI | pytest-cov | 7.1.0 | 间接 |
| PyPI | pytest-mock | — | 间接 |
| PyPI | pytest-mock | 3.15.1 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | python-discovery | 1.4.2 | 间接 |
| PyPI | python-discovery | 1.4.3 | 间接 |
| PyPI | python-discovery | 1.4.4 | 间接 |
| PyPI | python-dotenv | — | 间接 |
| PyPI | python-dotenv | 1.2.2 | 间接 |
| PyPI | pytz | 2026.2 | 间接 |
| PyPI | redis | 5.0.8 | 间接 |
| PyPI | requests | — | 间接 |
| PyPI | requests | 2.34.2 | 间接 |
| PyPI | requests-file | 3.0.1 | 间接 |
| PyPI | requests-oauthlib | 2.0.0 | 间接 |
| PyPI | rich | 15.0.0 | 间接 |
| PyPI | ruff | — | 间接 |
| PyPI | ruff | 0.15.20 | 间接 |
| PyPI | ruff | 0.15.21 | 间接 |
| PyPI | ruff | 0.9.2 | 间接 |
| PyPI | safetensors | 0.8.0 | 间接 |
| PyPI | sentencepiece | 0.2.1 | 间接 |
| PyPI | sentencepiece | 0.2.2 | 间接 |
| PyPI | setuptools | 81.0.0 | 间接 |
| PyPI | setuptools | 82.0.1 | 间接 |
| PyPI | setuptools | 83.0.0 | 间接 |
| PyPI | shellingham | 1.5.4 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | smart-open | 7.7.1 | 间接 |
| PyPI | smart-open | 8.0.0 | 间接 |
| PyPI | sniffio | 1.3.1 | 间接 |
| PyPI | spacy-huggingface-pipelines | 0.0.4 | 间接 |
| PyPI | spacy-legacy | 3.0.12 | 间接 |
| PyPI | spacy-loggers | 1.0.5 | 间接 |
| PyPI | srsly | 2.4.8 | 间接 |
| PyPI | srsly | 2.5.3 | 间接 |
| PyPI | st-annotated-text | — | 间接 |
| PyPI | stanza | 1.13.0 | 间接 |
| PyPI | streamlit | — | 间接 |
| PyPI | streamlit-tags | — | 间接 |
| PyPI | sympy | 1.14.0 | 间接 |
| PyPI | tenacity | 9.1.4 | 间接 |
| PyPI | termcolor | 3.3.0 | 间接 |
| PyPI | textual | 0.79.1 | 间接 |
| PyPI | textual-serve | 1.1.1 | 间接 |
| PyPI | thinc | 8.3.13 | 间接 |
| PyPI | thinc | 8.3.2 | 间接 |
| PyPI | tokenizers | 0.22.2 | 间接 |
| PyPI | tomli | 2.4.1 | 间接 |
| PyPI | torch | — | 间接 |
| PyPI | torch | 2.12.1 | 间接 |
| PyPI | torch | 2.13.0 | 间接 |
| PyPI | tqdm | 4.68.3 | 间接 |
| PyPI | tqdm | 4.68.4 | 间接 |
| PyPI | transformers | 4.57.6 | 间接 |
| PyPI | triton | 3.7.1 | 间接 |
| PyPI | typer | 0.26.8 | 间接 |
| PyPI | typer-slim | 0.24.0 | 间接 |
| PyPI | typing-extensions | 4.15.0 | 间接 |
| PyPI | typing-extensions | 4.16.0 | 间接 |
| PyPI | typing-inspection | 0.4.2 | 间接 |
| PyPI | tzdata | 2026.2 | 间接 |
| PyPI | tzdata | 2026.3 | 间接 |
| PyPI | udapi | 0.5.2 | 间接 |
| PyPI | udtools | 0.2.8 | 间接 |
| PyPI | urllib3 | 2.7.0 | 间接 |
| PyPI | uvicorn | — | 间接 |
| PyPI | uvicorn | 0.30.6 | 间接 |
| PyPI | virtualenv | 21.5.1 | 间接 |
| PyPI | virtualenv | 21.6.1 | 间接 |
| PyPI | waitress | 3.0.2 | 间接 |
| PyPI | wasabi | 1.1.3 | 间接 |
| PyPI | weasel | 0.4.3 | 间接 |
| PyPI | weasel | 1.0.0 | 间接 |
| PyPI | websockets | 16.0 | 间接 |
| PyPI | websockets | 16.1 | 间接 |
| PyPI | werkzeug | 3.1.8 | 间接 |
| PyPI | wrapt | 2.2.2 | 间接 |
| PyPI | yarl | 1.24.2 | 间接 |
| PyPI | zensical | — | 间接 |
依赖安全公告 1
安装 pypi:presidio@2.2.363 会引入 55 个包（直接与传递）：其中 1 个存在已知公告，0 个为直接依赖。
| 软件包 | 版本 | 关系 | 严重程度 | 公告数 | 修复版本 |
|---|---|---|---|---|---|
| cryptography | 46.0.7 | 间接 | 高 | 1 | 48.0.1 |
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",
"pii",
"privacy",
"data-anonymization",
"de-identification",
"data-masking",
"transformers",
"pii-detection",
"data-obfuscation",
"data-privacy",
"data-redaction",
"guardrails",
"image-redactor",
"named-entity-recognition",
"nlp",
"personally-identifiable-information",
"phi",
"sensitive-data",
"spacy",
"anonymization"
],
"is_fork": false,
"size_kb": 345368,
"has_wiki": true,
"homepage": "https://presidio.dataprivacystack.org",
"languages": {
"HTML": 4901,
"Jinja": 1321,
"Shell": 369,
"Python": 2064516,
"Dockerfile": 4558
},
"pushed_at": "2026-07-16T07:08:59Z",
"created_at": "2018-05-04T11:08:58Z",
"owner_type": "Organization",
"updated_at": "2026-07-21T02:02:40Z",
"description": "An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "dataprivacystack.org",
"name": "Data Privacy Stack",
"type": "Organization",
"login": "data-privacy-stack",
"company": null,
"location": null,
"followers": 17,
"avatar_url": "https://avatars.githubusercontent.com/u/275623515?v=4",
"created_at": "2026-04-13T06:36:21Z",
"is_verified": null,
"public_repos": 4,
"account_age_days": 98
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": null,
"profile_has_license": true
},
"activity": {
"releases_count": 48,
"commits_last_year": 284,
"latest_release_at": "2026-06-28T16:21:00Z",
"latest_release_tag": "2.2.363",
"releases_from_tags": false,
"days_since_last_push": 4,
"active_weeks_last_year": 47,
"days_since_latest_release": 22,
"mean_days_between_releases": 91.2
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 100,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "presidio",
"exists": true,
"license": "MIT",
"keywords": [
"presidio",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/presidio/",
"is_deprecated": false,
"latest_version": "2.2.363",
"repository_url": "https://github.com/data-privacy-stack/presidio",
"versions_count": 5,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 7606,
"first_published_at": "2026-01-21T12:27:42.735217Z",
"latest_published_at": "2026-06-28T16:09:12.856681Z",
"latest_version_yanked": null,
"days_since_latest_publish": 22
},
{
"name": "presidio-cli",
"exists": true,
"license": "Apache 2.0",
"keywords": [
"pii",
"checker",
"License :: OSI Approved :: Apache Software License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.8",
"Programming Language :: Python :: 3.9"
],
"ecosystem": "pypi",
"matches_repo": false,
"registry_url": "https://pypi.org/project/presidio-cli/",
"is_deprecated": false,
"latest_version": "0.0.8",
"repository_url": "https://github.com/insightsengineering/presidio-cli",
"versions_count": 6,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 161,
"first_published_at": "2022-02-04T16:40:30.164777Z",
"latest_published_at": "2022-07-07T16:41:39.469459Z",
"latest_version_yanked": null,
"days_since_latest_publish": 1474
},
{
"name": "presidio_analyzer",
"exists": true,
"license": "MIT",
"keywords": [
"presidio_analyzer",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/presidio_analyzer/",
"is_deprecated": false,
"latest_version": "2.2.363",
"repository_url": "https://github.com/data-privacy-stack/presidio",
"versions_count": 107,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 6035634,
"first_published_at": "2020-03-10T10:04:47.330152Z",
"latest_published_at": "2026-06-28T16:09:10.613756Z",
"latest_version_yanked": null,
"days_since_latest_publish": 22
},
{
"name": "presidio_anonymizer",
"exists": true,
"license": "MIT",
"keywords": [
"presidio_anonymizer",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/presidio_anonymizer/",
"is_deprecated": false,
"latest_version": "2.2.363",
"repository_url": "https://github.com/data-privacy-stack/presidio",
"versions_count": 43,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 4438092,
"first_published_at": "2021-02-07T13:13:44.514697Z",
"latest_published_at": "2026-06-28T16:09:14.089140Z",
"latest_version_yanked": null,
"days_since_latest_publish": 22
},
{
"name": "presidio_structured",
"exists": true,
"license": "MIT",
"keywords": [
"presidio_structured",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/presidio_structured/",
"is_deprecated": false,
"latest_version": "0.0.7",
"repository_url": "https://github.com/data-privacy-stack/presidio",
"versions_count": 7,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2024-02-12T15:44:12.740379Z",
"latest_published_at": "2026-06-28T16:09:15.287210Z",
"latest_version_yanked": null,
"days_since_latest_publish": 22
},
{
"name": "presidio-image-redactor",
"exists": true,
"license": "MIT",
"keywords": [
"presidio_image_redactor",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/presidio-image-redactor/",
"is_deprecated": false,
"latest_version": "0.0.59",
"repository_url": "https://github.com/data-privacy-stack/presidio",
"versions_count": 23,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2021-03-01T10:57:26.964463Z",
"latest_published_at": "2026-06-28T16:09:13.449853Z",
"latest_version_yanked": null,
"days_since_latest_publish": 22
}
]
},
"popularity": {
"forks": 1211,
"stars": 10090,
"watchers": 90,
"open_issues_and_prs": 89
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{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "file_signals",
"lockfiles": [
"uv.lock"
],
"manifests": [
"docs/requirements-docs.txt",
"e2e-tests/requirements.txt",
"presidio-analyzer/Pipfile",
"presidio-analyzer/pyproject.toml",
"presidio-anonymizer/pyproject.toml",
"presidio-cli/Pipfile",
"presidio-cli/pyproject.toml",
"presidio-image-redactor/pyproject.toml",
"presidio-structured/pyproject.toml",
"presidio/pyproject.toml",
"pyproject.toml"
],
"has_codeql_workflow": true,
"has_security_policy": true,
"has_dependabot_config": true
},
"components": [
{
"key": "security_policy_security_md",
"name": "Security policy (SECURITY.md)",
"detail": null,
"points": 30,
"status": "met",
"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": [
{
"code": "lockfiles_not_expected",
"params": {}
}
],
"max_points": 25
},
{
"key": "codeql_workflow",
"name": "CodeQL workflow",
"detail": null,
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Matched the pypi:presidio@2.2.363 runtime dependency closure — what installing the published package pulls in — 55 packages. Reachability is not analyzed.",
"notes": [
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:presidio@2.2.363",
"assessed": 55
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 85,
"inputs": {
"source": "osv",
"advisories": 1,
"affected_packages": 1,
"assessed_packages": 55,
"unassessed_packages": 0,
"affected_by_severity": "high 1",
"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": "1 affected: cryptography 46.0.7 (high 7.5)",
"points": 10,
"status": "partial",
"details": [
{
"code": "advisories_affected",
"params": {
"count": 1,
"packages": "cryptography 46.0.7 (high 7.5)"
}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory has been public longer than 90 days",
"points": 40,
"status": "met",
"details": [
{
"code": "advisories_none_stale",
"params": {
"days": 90
}
}
],
"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": 55,
"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": 5
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "good",
"name": "AI Readiness",
"value": 70,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
".github/copilot-instructions.md"
],
"agent_instruction_max_bytes": 26062
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": ".github/copilot-instructions.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".github/copilot-instructions.md"
}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 74,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": true,
"has_linter_config": true,
"typecheck_configs": [
"presidio-analyzer/presidio_analyzer/py.typed",
"presidio-anonymizer/presidio_anonymizer/py.typed",
"presidio-image-redactor/presidio_image_redactor/py.typed",
"presidio-structured/presidio_structured/py.typed"
],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "presidio-analyzer/presidio_analyzer/py.typed, presidio-anonymizer/presidio_anonymizer/py.typed, presidio-image-redactor/presidio_image_redactor/py.typed, presidio-structured/presidio_structured/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "presidio-analyzer/presidio_analyzer/py.typed, presidio-anonymizer/presidio_anonymizer/py.typed, presidio-image-redactor/presidio_image_redactor/py.typed, presidio-structured/presidio_structured/py.typed"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "devcontainer, Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "devcontainer, Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 82,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 64127,
"source_files_sampled": 468,
"oversized_source_files": 1
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (presidio-analyzer/presidio_analyzer/py.typed, presidio-anonymizer/presidio_anonymizer/py.typed, presidio-image-redactor/presidio_image_redactor/py.typed, presidio-structured/presidio_structured/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "presidio-analyzer/presidio_analyzer/py.typed, presidio-anonymizer/presidio_anonymizer/py.typed, presidio-image-redactor/presidio_image_redactor/py.typed, presidio-structured/presidio_structured/py.typed",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "1/468 source files over 60KB",
"points": 54.9,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 468,
"oversized": 1
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"notebooks",
"recipes",
"samples"
],
"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": "notebooks, recipes, samples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "notebooks, recipes, samples"
}
}
],
"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": [
"pypi package 'presidio-cli' points at a different repository (https://github.com/insightsengineering/presidio-cli); excluded from ecosystem scoring",
"OpenSSF Scorecard did not return a usable result (2026/07/21 02:20:02 Warning: PATs stored in env variables GITHUB_AUTH_TOKEN and GITHUB_TOKEN differ. Scorecard will use the former.); skipping Scorecard checks"
],
"report_type": "repository",
"generated_at": "2026-07-21T02:21:02.917332Z",
"schema_version": "0.16.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/data-privacy-stack/presidio.svg",
"full_name": "data-privacy-stack/presidio",
"license_state": "standard",
"license_spdx": "MIT"
}