公开记录
软件健康报告模式 0.16.0 · 指标 1.13.0 · 2026-07-21 01:55 UTC

pinecone-io / python-sdk

Official Python SDK for the Pinecone vector database

PythonApache-2.0★ 447 星标⑂ 133 复刻始于 2021年9月在 GitHub 上查看 ↗

pinecone-io/python-sdk 的健康指数为 100 分中的 72 分,处于「良好」区间。 其得分最高的类别是Vitality(83/100),最低的是Security(67/100)。 最近一次更新在 3 天前。 近期的大部分工作由 1 位贡献者完成。

72
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。

72
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

Pinecone组织
1,793 关注者113 个公开仓库始于 2019年8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
PyPIpinecone9.1.07,868,8959447 天前pineconevectordatabasecloudragai

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?

83良好 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 3 天前
14.5/36提交节奏 — 52 周中有 21 周有提交
18/18提交量 — 最近一年 1,557 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year1,557
human_commit_share
days_since_last_push3
active_weeks_last_year21

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 53 个发布版本
36/36发布时效 — 最近一次发布版本于 46 天前
27/27发布节奏 — 约每 39 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count53
latest_release_tagv9.1.0
releases_from_tags
days_since_latest_release46
mean_days_between_releases39

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?

72良好 · 占总体的 18%
评分方式
43/60星标 — 447 个星标
17.7/25复刻 — 133 个复刻
7.7/15关注者 — 25 位关注者
所用输入
forks133
stars447
watchers25
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

57中等
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
0/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template
评分方式
80/80月度下载量 — pypi 合计每月 7,868,895 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
packagespinecone
dependents
ecosystemspypi
total_downloads
monthly_downloads7,868,895
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?

67中等 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
6.7/22.5提交分布 — 头号贡献者编写了 70% 的提交
13.5/13.5贡献者广度 — 41 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 3 contributing companies or organizations -- score normalized to 10
所用输入
bus_factor1
contributors_sampled41
top_contributor_share0.702
评分方式
34.9/46.8议题解决 — 75% 的议题已关闭
29.4/38.3PR 接受 — 已裁定的 PR 中 407/530 已合并
0/15OpenSSF Scorecard:Code-Review — Found 1/29 approved changesets -- score normalized to 0
所用输入
merged_prs407
open_issues33
closed_issues97
issue_closed_ratio0.746
closed_unmerged_prs123
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
23.4/25所有者影响力 — pinecone-io 有 1,793 位关注者
25/25既往记录 — 113 个公开仓库,账户约 6 年
所用输入
followers1,793
owner_typeOrganization
is_verified
owner_loginpinecone-io
public_repos113
account_age_days2,526
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 47 天前
20/20版本历史 — 94 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
packagespinecone
ecosystemspypi
any_deprecated
min_days_since_publish47

工程质量

基础的工程与文档实践是否到位?

71良好 · 占总体的 20%

工程实践

58中等
评分方式
24/24CI 工作流 — 6 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
10/20OpenSSF Scorecard:CI-Tests — 1 out of 2 merged PRs checked by a CI test -- score normalized to 5
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

90优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://pinecone-io.github.io/python-sdk/
10/10仓库描述
10/10主题标签 — 6 个主题标签
0/10Wiki
所用输入
topicspinecone, python, rag, sdk, vector-database, vector-search
has_wiki
homepagehttps://pinecone-io.github.io/python-sdk/
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?

67中等 · 占总体的 16%

安全态势

59中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
1.2/2.5CI-Tests — 1 out of 2 merged PRs checked by a CI test -- score normalized to 5
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 1/29 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 3 contributing companies or organizations -- score normalized to 10
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
3/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
2.5/5SAST — SAST tool is not run on all commits -- score normalized to 5
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
0.8/7.5Vulnerabilities — 9 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.9
已排除计分(无数据或不适用):branch_protection。 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
25/25间接依赖不含已知公告 — 没有间接依赖携带已知公告
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories0
affected_packages0
assessed_packages11
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
已排除计分(无数据或不适用):没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:pinecone@9.1.0 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 11 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。

73良好 · 占总体的 0%
评分方式
45/45代理指令 — AGENTS.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
legible_history_share
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes13,204
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
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 — pinecone/py.typed
10/10可复现环境 — lockfile
0/10已体现的代理实践 — 无数据
0/8自动化维护 — 无数据
6/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
所用输入
has_nix
has_tests
lockfilesCargo.lock, uv.lock
has_dockerfile
typed_language
bootstrap_filesdocs/Makefile
has_devcontainer
has_linter_config
typecheck_configspinecone/py.typed
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
已排除计分(无数据或不适用):已体现的代理实践, 自动化维护。 其余权重已重新归一化。
评分方式
27/45可类型检查的代码 — Python,已配置类型检查(pinecone/py.typed)
53.5/55可控的文件大小 — 采样的 546 个源文件中有 15 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes159,605
source_files_sampled546
oversized_source_files15

机器可读接口

40存在风险
评分方式
40/40API 模式(OpenAPI/GraphQL/proto) — rust/proto/db_data_2025-10.proto, rust/proto/google/api/annotations.proto, rust/proto/google/api/field_behavior.proto
0/20MCP 服务器
0/40可运行示例
所用输入
example_dirs
has_mcp_signal
api_schema_filesrust/proto/db_data_2025-10.proto, rust/proto/google/api/annotations.proto, rust/proto/google/api/field_behavior.proto

关键数据

447GitHub 星标
41贡献者
1,557最近 12 个月提交数
3距最近推送天数
53发布版本数
1巴士系数(bus factor)
33开放议题
crates.io, PyPI软件包生态系统数

数据采集警告

  • Could not fetch crates package 'pinecone-grpc' from its registry

更多细节

OpenSSF Scorecard 5.9 / 10
5.9综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-07-21 01:54 UTC

10Binary-Artifactsno binaries found in the repo
不适用Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
5CI-Tests1 out of 2 merged PRs checked by a CI test -- score normalized to 5
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 1/29 approved changesets -- score normalized to 0
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
6Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
5SASTSAST tool is not run on all commits -- score normalized to 5
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
1Vulnerabilities9 existing vulnerabilities detected
直接依赖 13
注册表软件包版本约束清单文件
PyPIhttpx>=0.27,<1.0pyproject.toml
PyPImsgspecpyproject.toml
PyPIorjsonpyproject.toml
crates.iopyo30.24rust/Cargo.toml
crates.iotonic0.13rust/Cargo.toml
crates.ioprost0.13rust/Cargo.toml
crates.ioprost-types0.13rust/Cargo.toml
crates.iotokio1rust/Cargo.toml
crates.iouuid1rust/Cargo.toml
crates.iorand0.9rust/Cargo.toml
crates.iotracing0.1rust/Cargo.toml
crates.iohttp1rust/Cargo.toml
crates.iohyper-util0.1rust/Cargo.toml
全部依赖 277

来自 GitHub 依赖图的完整解析依赖集合:24 个直接依赖与 253 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
crates.iohttp直接
crates.iohttp1.4.0直接
crates.iohyper-util直接
crates.iohyper-util0.1.20直接
crates.ioprost直接
crates.ioprost0.13.5直接
crates.ioprost-types直接
crates.ioprost-types0.13.5直接
crates.iopyo3直接
crates.iopyo30.24.1直接
crates.iorand直接
crates.iorand0.9.3直接
crates.iotokio直接
crates.iotokio1.51.0直接
crates.iotonic直接
crates.iotonic0.13.1直接
crates.iotracing直接
crates.iotracing0.1.44直接
crates.iouuid直接
crates.iouuid1.23.0直接
PyPIhttpx直接
PyPIhttpx0.28.1直接
PyPImsgspec0.20.0直接
PyPIorjson3.11.8直接
crates.ioaho-corasick1.1.4间接
crates.ioanyhow1.0.102间接
crates.ioasync-trait0.1.89间接
crates.ioatomic-waker1.1.2间接
crates.ioautocfg1.5.0间接
crates.ioaxum0.8.8间接
crates.ioaxum-core0.5.6间接
crates.iobase640.22.1间接
crates.iobitflags2.11.0间接
crates.iobumpalo3.20.2间接
crates.iobytes1.11.1间接
crates.iocc1.2.59间接
crates.iocfg-if1.0.4间接
crates.iocore-foundation0.10.1间接
crates.iocore-foundation-sys0.8.7间接
crates.ioeither1.15.0间接
crates.ioequivalent1.0.2间接
crates.ioerrno0.3.14间接
crates.iofastrand2.4.0间接
crates.iofind-msvc-tools0.1.9间接
crates.iofixedbitset0.5.7间接
crates.iofnv1.0.7间接
crates.iofoldhash0.1.5间接
crates.iofutures-channel0.3.32间接
crates.iofutures-core0.3.32间接
crates.iofutures-sink0.3.32间接
crates.iofutures-task0.3.32间接
crates.iofutures-util0.3.32间接
crates.iogetrandom0.2.17间接
crates.iogetrandom0.3.4间接
crates.iogetrandom0.4.2间接
crates.ioh20.4.13间接
crates.iohashbrown0.15.5间接
crates.iohashbrown0.16.1间接
crates.ioheck0.5.0间接
crates.iohttp-body1.0.1间接
crates.iohttp-body-util0.1.3间接
crates.iohttparse1.10.1间接
crates.iohttpdate1.0.3间接
crates.iohyper1.9.0间接
crates.iohyper-timeout0.5.2间接
crates.ioid-arena2.3.0间接
crates.ioindexmap2.13.1间接
crates.ioindoc2.0.7间接
crates.ioitertools0.14.0间接
crates.ioitoa1.0.18间接
crates.iojs-sys0.3.94间接
crates.ioleb128fmt0.1.0间接
crates.iolibc0.2.184间接
crates.iolinux-raw-sys0.12.1间接
crates.iolog0.4.29间接
crates.iomatchit0.8.4间接
crates.iomemchr2.8.0间接
crates.iomemoffset0.9.1间接
crates.iomime0.3.17间接
crates.iomio1.2.0间接
crates.iomultimap0.10.1间接
crates.ioonce_cell1.21.4间接
crates.ioopenssl-probe0.2.1间接
crates.iopercent-encoding2.3.2间接
crates.iopetgraph0.7.1间接
crates.iopin-project1.1.11间接
crates.iopin-project-internal1.1.11间接
crates.iopin-project-lite0.2.17间接
crates.ioportable-atomic1.13.1间接
crates.ioppv-lite860.2.21间接
crates.ioprettyplease0.2.37间接
crates.ioproc-macro21.0.106间接
crates.ioprost-build间接
crates.ioprost-build0.13.5间接
crates.ioprost-derive0.13.5间接
crates.iopyo3-build-config0.24.1间接
crates.iopyo3-ffi0.24.1间接
crates.iopyo3-macros0.24.1间接
crates.iopyo3-macros-backend0.24.1间接
crates.ioquote1.0.45间接
crates.ior-efi5.3.0间接
crates.ior-efi6.0.0间接
crates.iorand_chacha0.9.0间接
crates.iorand_core0.9.5间接
crates.ioregex1.12.3间接
crates.ioregex-automata0.4.14间接
crates.ioregex-syntax0.8.10间接
crates.ioring0.17.14间接
crates.iorustix1.1.4间接
crates.iorustls0.23.37间接
crates.iorustls-native-certs0.8.3间接
crates.iorustls-pki-types1.14.0间接
crates.iorustls-webpki0.103.13间接
crates.iorustversion1.0.22间接
crates.ioschannel0.1.29间接
crates.iosecurity-framework3.7.0间接
crates.iosecurity-framework-sys2.17.0间接
crates.iosemver1.0.28间接
crates.ioserde1.0.228间接
crates.ioserde_core1.0.228间接
crates.ioserde_derive1.0.228间接
crates.ioserde_json1.0.149间接
crates.ioshlex1.3.0间接
crates.ioslab0.4.12间接
crates.iosmallvec1.15.1间接
crates.iosocket20.5.10间接
crates.iosocket20.6.3间接
crates.iosubtle2.6.1间接
crates.iosyn2.0.117间接
crates.iosync_wrapper1.0.2间接
crates.iotarget-lexicon0.13.5间接
crates.iotempfile3.27.0间接
crates.iotokio-macros2.7.0间接
crates.iotokio-rustls0.26.4间接
crates.iotokio-stream0.1.18间接
crates.iotokio-util0.7.18间接
crates.iotonic-build间接
crates.iotonic-build0.13.1间接
crates.iotower0.5.3间接
crates.iotower-layer0.3.3间接
crates.iotower-service0.3.3间接
crates.iotracing-attributes0.1.31间接
crates.iotracing-core0.1.36间接
crates.iotry-lock0.2.5间接
crates.iounicode-ident1.0.24间接
crates.iounicode-xid0.2.6间接
crates.iounindent0.2.4间接
crates.iountrusted0.9.0间接
crates.iowant0.3.1间接
crates.iowasi0.11.1+wasi-snapshot-preview1间接
crates.iowasip21.0.2+wasi-0.2.9间接
crates.iowasip30.4.0+wasi-0.3.0-rc-2026-01-06间接
crates.iowasm-bindgen0.2.117间接
crates.iowasm-bindgen-macro0.2.117间接
crates.iowasm-bindgen-macro-support0.2.117间接
crates.iowasm-bindgen-shared0.2.117间接
crates.iowasm-encoder0.244.0间接
crates.iowasm-metadata0.244.0间接
crates.iowasmparser0.244.0间接
crates.iowindows-link0.2.1间接
crates.iowindows-sys0.52.0间接
crates.iowindows-sys0.61.2间接
crates.iowindows-targets0.52.6间接
crates.iowindows_aarch64_gnullvm0.52.6间接
crates.iowindows_aarch64_msvc0.52.6间接
crates.iowindows_i686_gnu0.52.6间接
crates.iowindows_i686_gnullvm0.52.6间接
crates.iowindows_i686_msvc0.52.6间接
crates.iowindows_x86_64_gnu0.52.6间接
crates.iowindows_x86_64_gnullvm0.52.6间接
crates.iowindows_x86_64_msvc0.52.6间接
crates.iowit-bindgen0.51.0间接
crates.iowit-bindgen-core0.51.0间接
crates.iowit-bindgen-rust0.51.0间接
crates.iowit-bindgen-rust-macro0.51.0间接
crates.iowit-component0.244.0间接
crates.iowit-parser0.244.0间接
crates.iozerocopy0.8.48间接
crates.iozerocopy-derive0.8.48间接
crates.iozeroize1.8.2间接
crates.iozmij1.0.21间接
PyPIaccessible-pygments0.0.5间接
PyPIalabaster1.0.0间接
PyPIanyio4.13.0间接
PyPIappnope0.1.4间接
PyPIasttokens3.0.1间接
PyPIbabel2.18.0间接
PyPIbackports-asyncio-runner1.2.0间接
PyPIbeautifulsoup44.14.3间接
PyPIcertifi2026.2.25间接
PyPIcffi2.0.0间接
PyPIcharset-normalizer3.4.7间接
PyPIcolorama0.4.6间接
PyPIcomm0.2.3间接
PyPIdebugpy1.8.20间接
PyPIdecorator5.2.1间接
PyPIdocutils0.21.2间接
PyPIexceptiongroup1.3.1间接
PyPIexecnet2.1.2间接
PyPIexecuting2.2.1间接
PyPIfuro2025.12.19间接
PyPIh110.16.0间接
PyPIh24.3.0间接
PyPIhpack4.1.0间接
PyPIhttpcore1.0.9间接
PyPIhyperframe6.1.0间接
PyPIhypothesis6.155.1间接
PyPIidna3.15间接
PyPIimagesize2.0.0间接
PyPIiniconfig2.3.0间接
PyPIipykernel7.2.0间接
PyPIipython8.39.0间接
PyPIipython-pygments-lexers1.1.1间接
PyPIjedi0.19.2间接
PyPIjinja23.1.6间接
PyPIjupyter-client8.8.0间接
PyPIjupyter-core5.9.1间接
PyPIlibrt0.8.1间接
PyPImarkdown-it-py3.0.0间接
PyPImarkupsafe3.0.3间接
PyPImatplotlib-inline0.2.1间接
PyPImaturin间接
PyPImdit-py-plugins0.5.0间接
PyPImdurl0.1.2间接
PyPImypy1.20.0间接
PyPImypy-extensions1.1.0间接
PyPImyst-parser4.0.1间接
PyPInest-asyncio1.6.0间接
PyPIpackaging26.0间接
PyPIparso0.8.6间接
PyPIpathspec1.0.4间接
PyPIpexpect4.9.0间接
PyPIpinecone9.0.1间接
PyPIplatformdirs4.9.6间接
PyPIpluggy1.6.0间接
PyPIprompt-toolkit3.0.52间接
PyPIpsutil7.2.2间接
PyPIptyprocess0.7.0间接
PyPIpure-eval0.2.3间接
PyPIpy-cpuinfo9.0.0间接
PyPIpycparser3.0间接
PyPIpygments2.20.0间接
PyPIpytest9.0.3间接
PyPIpytest-anyio0.0.0间接
PyPIpytest-asyncio1.3.0间接
PyPIpytest-benchmark5.2.3间接
PyPIpytest-timeout2.4.0间接
PyPIpytest-xdist3.8.0间接
PyPIpython-dateutil2.9.0.post0间接
PyPIpython-dotenv1.2.2间接
PyPIpyyaml6.0.3间接
PyPIpyzmq27.1.0间接
PyPIrequests2.33.1间接
PyPIrespx0.22.0间接
PyPIroman-numerals4.1.0间接
PyPIruff0.15.9间接
PyPIsix1.17.0间接
PyPIsnowballstemmer3.0.1间接
PyPIsortedcontainers2.4.0间接
PyPIsoupsieve2.8.3间接
PyPIsphinx8.1.3间接
PyPIsphinx-basic-ng1.0.0b2间接
PyPIsphinx-copybutton0.5.2间接
PyPIsphinx-tabs3.5.0间接
PyPIsphinxcontrib-applehelp2.0.0间接
PyPIsphinxcontrib-devhelp2.0.0间接
PyPIsphinxcontrib-htmlhelp2.1.0间接
PyPIsphinxcontrib-jsmath1.0.1间接
PyPIsphinxcontrib-qthelp2.0.0间接
PyPIsphinxcontrib-serializinghtml2.0.0间接
PyPIstack-data0.6.3间接
PyPItomli2.4.1间接
PyPItornado6.5.5间接
PyPItraitlets5.14.3间接
PyPItyping-extensions4.15.0间接
PyPIurllib32.7.0间接
PyPIwcwidth0.6.0间接
依赖安全公告 0

安装 pypi:pinecone@9.1.0 会引入 11 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
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                "name": "Stars",
                "detail": "447 stars",
                "points": 43,
                "status": "partial",
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                  {
                    "code": "stars",
                    "params": {
                      "count": 447
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "133 forks",
                "points": 17.7,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 133
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "25 watchers",
                "points": 7.7,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 25
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                  }
                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
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            "inputs": {
              "has_readme": true,
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              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
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                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
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                  },
                  {
                    "code": "license_spdx",
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                      "spdx": "Apache-2.0"
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              },
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              },
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                "points": 0,
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              },
              {
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            ]
          },
          {
            "key": "ecosystem_adoption",
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            "notes": [
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                "code": "excluded_no_data",
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            "value": 100,
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                  {
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                "max_points": 80
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                "key": "registry_dependents",
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        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
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      {
        "key": "governance",
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        "name": "Sustainability & Governance",
        "value": 67,
        "weight": 0.24,
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          {
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                "key": "commit_distribution",
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                    "code": "top_contributor_share",
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                "status": "met",
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                  {
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                      "count": 41
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                ],
                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          },
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            "note": null,
            "notes": [],
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              "merged_prs": 407,
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              "closed_issues": 97,
              "issue_closed_ratio": 0.746,
              "closed_unmerged_prs": 123
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              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "75% of issues closed",
                "points": 34.9,
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                  {
                    "code": "issues_closed_share",
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                      "share": 75
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "407/530 decided PRs merged",
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                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
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                "status": "missed",
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                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
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            "note": null,
            "notes": [],
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            "inputs": {
              "followers": 1793,
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              "is_verified": null,
              "owner_login": "pinecone-io",
              "public_repos": 113,
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                "key": "ownership_backing",
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                "detail": "organization-owned",
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                "status": "met",
                "details": [
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                    "code": "owner_organization",
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                "max_points": 30
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              {
                "key": "verified_domain",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1,793 followers of pinecone-io",
                "points": 23.4,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1793,
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "113 public repos, account ~6 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
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                      "count": 113
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                  },
                  {
                    "code": "account_age_years",
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                      "years": 6
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                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
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            "name": "Package maintenance",
            "note": null,
            "notes": [],
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            "inputs": {
              "packages": [
                "pinecone"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 47
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            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
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                "details": [
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                    "code": "packages_published",
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                ],
                "max_points": 25
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              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 47 days ago",
                "points": 35,
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                "details": [
                  {
                    "code": "publish_recency",
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                ],
                "max_points": 35
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              {
                "key": "version_history",
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                "detail": "94 published versions",
                "points": 20,
                "status": "met",
                "details": [
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                    "code": "published_versions",
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                      "count": 94
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                  }
                ],
                "max_points": 20
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              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 71,
        "weight": 0.2,
        "metrics": [
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            "components": [
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                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "6 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",
                "name": "Tests present",
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                "points": 24,
                "status": "met",
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              },
              {
                "key": "linter_config",
                "name": "Linter config",
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                "max_points": 16
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              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
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              {
                "key": "editorconfig",
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              {
                "key": "openssf_scorecard_ci_tests",
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
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            "components": [
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              {
                "key": "documentation_directory",
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              {
                "key": "documentation_homepage_site",
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                "status": "met",
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              {
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              {
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                "details": [
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                "name": "Wiki",
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "name": "Security",
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        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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            "name": "Security posture",
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                  "components": [
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 59,
            "inputs": {
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            "components": [
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                "detail": "no binaries found in the repo",
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                "status": "met",
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              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
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                "key": "ci_tests",
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              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
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                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
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              },
              {
                "key": "contributors",
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                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 2.5,
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                "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",
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                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
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                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 6",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 5",
                "points": 2.5,
                "status": "partial",
                "details": [],
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              },
              {
                "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": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "9 existing vulnerabilities detected",
                "points": 0.8,
                "status": "partial",
                "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:pinecone@9.1.0 runtime dependency closure — what installing the published package pulls in — 11 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:pinecone@9.1.0",
                  "assessed": 11
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              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
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              "affected_packages": 0,
              "assessed_packages": 11,
              "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": 11,
              "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": 4
            },
            "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": 73,
        "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": [
                "AGENTS.md"
              ],
              "agent_instruction_max_bytes": 13204
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.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, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 82,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock",
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "docs/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "pinecone/py.typed"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "docs/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/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": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "pinecone/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "pinecone/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "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": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 6",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 159605,
              "source_files_sampled": 546,
              "oversized_source_files": 15
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (pinecone/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "pinecone/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "15/546 source files over 60KB",
                "points": 53.5,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 546,
                      "oversized": 15
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [],
              "has_mcp_signal": false,
              "api_schema_files": [
                "rust/proto/db_data_2025-10.proto",
                "rust/proto/google/api/annotations.proto",
                "rust/proto/google/api/field_behavior.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "rust/proto/db_data_2025-10.proto, rust/proto/google/api/annotations.proto, rust/proto/google/api/field_behavior.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "rust/proto/db_data_2025-10.proto, rust/proto/google/api/annotations.proto, rust/proto/google/api/field_behavior.proto"
                    }
                  }
                ],
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": [
    "Could not fetch crates package 'pinecone-grpc' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-21T01:55:18.583351Z",
  "schema_version": "0.16.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/pinecone-io/python-sdk.svg",
  "full_name": "pinecone-io/python-sdk",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.16.0—— 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.