The data factory for next gen AI
Labelbox/labelbox-python 的健康指数为 100 分中的 94 分,处于「卓越」区间。 其得分最高的类别是Engineering Quality(90/100),最低的是Security(62/100)。 最近一次更新在今天。 近期的大部分工作由 5 位贡献者完成。
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,再依据公开记录的分布进行校准,使各等级具有百分位含义;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 34(存在风险)的上限。
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。
加权总体分 81 经校准后在公布的指数量表上为 94(记录校准 2026-08-02)。
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 | 标签 |
|---|---|---|---|---|---|---|
| PyPI | labelbox | 7.11.0 | 719,026 | 193 | 24 天前 | aiedulabelboxlabelingllmmachinelearningml |
| PyPI | lbox-clients | 1.1.2 | 252,351 | 3 | 583 天前 | aiedulabelboxlabelingllmmachinelearningml |
| PyPI | lbox-alignerr | 0.1.0 | 23 | 1 | 297 天前 | aialignerrlabelboxlabelinglbox-alignerrllmmachinelearningml |
项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 17.3/36 | 提交节奏 — 52 周中有 25 周有提交 |
| 18/18 | 提交量 — 最近一年 125 次提交 |
| 10/10 | OpenSSF Scorecard:Maintained — 17 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| commits_last_year | 125 |
| human_commit_share | 0.94 |
| days_since_last_push | 0 |
| active_weeks_last_year | 25 |
| 27/27 | 有发布版本 — 已发布 100 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 24 天前 |
| 27/27 | 发布节奏 — 约每 36.4 天发布一次 |
| 0/10 | OpenSSF Scorecard:Signed-Releases — Project has not signed or included provenance with any releases. |
| releases_count | 100 |
| latest_release_tag | v7.11.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 24 |
| mean_days_between_releases | 36.4 |
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?
| 35.5/60 | 星标 — 155 个星标 |
| 15.5/25 | 复刻 — 73 个复刻 |
| 5.6/15 | 关注者 — 11 位关注者 |
| forks | 73 |
| stars | 155 |
| watchers | 11 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证(Apache-2.0) |
| 18/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 6.3/6.3 | PR 模板 |
| has_readme | 是 |
| has_license | 是 |
| readme_badges | 9 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| readme_badge_services | github.com, shields.io |
| has_pull_request_template | 是 |
| 79.8/80 | 月度下载量 — pypi 合计每月 971,400 次下载 |
| 0/20 | 注册表被依赖数 — 该生态系统不报告此项 |
| packages | labelbox, lbox-clients, lbox-alignerr |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 971,400 |
| unverified_packages_excluded | — |
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?
| 45.9/54 | 巴士系数 — 5 位贡献者贡献了半数提交 |
| 17.8/22.5 | 提交分布 — 头号贡献者编写了 21% 的提交 |
| 13.5/13.5 | 贡献者广度 — 83 位贡献者 |
| 3/10 | OpenSSF Scorecard:Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| bus_factor | 5 |
| contributors_sampled | 83 |
| top_contributor_share | 0.207 |
| 41.5/42 | 议题解决 — 99% 的议题已关闭 |
| 25.2/30 | PR 接受 — 已裁定的 PR 中 1,668/1,982 已合并 |
| 13/13 | Newcomer PR acceptance — 30 天内首次贡献者的 PR 已合并 4/4 |
| 15/15 | OpenSSF Scorecard:Code-Review — all changesets reviewed |
| merged_prs | 1,668 |
| open_issues | 1 |
| closed_issues | 85 |
| prs_merged_7d | 0 |
| prs_decided_7d | 0 |
| prs_merged_30d | 5 |
| prs_decided_30d | 5 |
| issue_closed_ratio | 0.988 |
| closed_unmerged_prs | 314 |
| first_time_authors_30d | 1 |
| first_time_prs_merged_30d | 4 |
| first_time_prs_decided_30d | 4 |
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 — 未读取该组织的域名验证状态 |
| 15.1/25 | 所有者影响力 — Labelbox 有 124 位关注者 |
| 23.2/25 | 既往记录 — 34 个公开仓库,账户约 8 年 |
| followers | 124 |
| owner_type | Organization |
| is_verified | — |
| owner_login | Labelbox |
| public_repos | 34 |
| account_age_days | 3,196 |
| 25/25 | 已发布且可解析 — pypi 上有 3 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 24 天前 |
| 20/20 | 版本历史 — 193 个已发布版本 |
| 20/20 | 未被弃用 — 活跃,未被弃用或撤回 |
| packages | labelbox, lbox-clients, lbox-alignerr |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 24 |
基础的工程与文档实践是否到位?
| 24/24 | CI 工作流 — 9 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 — libs/labelbox/pyproject.toml ([tool.ruff]) |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard:CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 否 |
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://labelbox.com |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 6 个主题标签 |
| 10/10 | Wiki |
| topics | python, sdk, ai, ml, mlops, annotation |
| has_wiki | 是 |
| homepage | https://labelbox.com |
| docs_site | https://labelbox.com |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
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?
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0.8/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 17 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 3.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 2.2/7.5 | Vulnerabilities — 7 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 5.2 |
| 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 |
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 27 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
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?权重刻意设小(4%):代理工具链是一项真实的维护信号,但完全不具备的仓库仍可达到 100/100。
| 0/45 | 代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则 |
| 15/15 | 机器可读文档(llms.txt) — 项目网站提供 llms.txt(https://docs.labelbox.com/llms.txt) |
| 40/40 | 可读的提交历史 — 94 次人类提交中有 72 次说明了意图(结构化标题或解释性正文) |
| has_llms_txt | 是 |
| llms_txt_url | https://docs.labelbox.com/llms.txt |
| legible_history_share | 0.766 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
| 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 — libs/labelbox/pyproject.toml ([tool.ruff]) |
| 11/11 | 静态类型检查 — libs/labelbox/mypy.ini |
| 10/10 | 可复现环境 — Dockerfile, lockfile |
| 10/10 | 已体现的代理实践 — 最近 100 次提交中有 9 次由代理编写或署名代理 |
| 0/8 | 自动化维护 — 未观察到自动依赖更新 |
| 7/10 | OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7 |
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | uv.lock |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | libs/labelbox/mypy.ini |
| agent_commit_share | 0.09 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
| 27/45 | 可类型检查的代码 — Python,已配置类型检查(libs/labelbox/mypy.ini) |
| 54.4/55 | 可控的文件大小 — 采样的 366 个源文件中有 4 个超过 60KB |
| primary_language | Python |
| largest_source_bytes | 931,526 |
| source_files_sampled | 366 |
| oversized_source_files | 4 |
| 0/40 | API 模式(OpenAPI/GraphQL/proto) — 不适用于此类软件 |
| 0/20 | MCP 服务器 — 不适用于此类软件 |
| 40/40 | 可运行示例 — example, examples, notebooks |
| example_dirs | example, examples, notebooks |
| has_mcp_signal | 否 |
| api_schema_files | — |
| interfaces_expected_of | — |
每颗 star 和每个 fork 的添加时间,来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方,二者可相互对照:稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时,它会作为增长真实性予以报告。
每个点涵盖 7 天。
来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 1 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 17 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 7 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 7 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 3 | Vulnerabilities | 7 existing vulnerabilities detected |
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | sphinx-multiproject | >=1.0.0rc1 | pyproject.toml |
| PyPI | sphinx | >=7.1.2 | pyproject.toml |
| PyPI | sphinx-rtd-theme | >=2.0.0 | pyproject.toml |
| PyPI | google-api-core | >=1.22.1 | libs/labelbox/pyproject.toml |
| PyPI | pydantic | >=2.0 | libs/labelbox/pyproject.toml |
| PyPI | python-dateutil | >=2.8.2, <2.10.0 | libs/labelbox/pyproject.toml |
| PyPI | requests | >=2.22.0 | libs/labelbox/pyproject.toml |
| PyPI | strenum | >=0.4.15 | libs/labelbox/pyproject.toml |
| PyPI | tqdm | >=4.66.2 | libs/labelbox/pyproject.toml |
| PyPI | geojson | >=3.1.0 | libs/labelbox/pyproject.toml |
| PyPI | lbox-clients | ==1.1.2 | libs/labelbox/pyproject.toml |
| PyPI | PyYAML | >=6.0 | libs/labelbox/pyproject.toml |
| PyPI | labelbox | >=0.1.0 | libs/lbox-alignerr/pyproject.toml |
| PyPI | pydantic | >=2.0.0 | libs/lbox-alignerr/pyproject.toml |
| PyPI | pyyaml | >=6.0 | libs/lbox-alignerr/pyproject.toml |
| PyPI | requests | >=2.22.0 | libs/lbox-clients/pyproject.toml |
| PyPI | google-api-core | >=1.22.1 | libs/lbox-clients/pyproject.toml |
| PyPI | art | >=6.2 | libs/lbox-example/pyproject.toml |
来自 GitHub 依赖图的完整解析依赖集合:21 个直接依赖与 109 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 | art | — | 直接 |
| PyPI | geojson | — | 直接 |
| PyPI | google-api-core | — | 直接 |
| PyPI | labelbox | — | 直接 |
| PyPI | lbox-clients | 1.1.2 | 直接 |
| PyPI | pydantic | — | 直接 |
| PyPI | python-dateutil | — | 直接 |
| PyPI | pyyaml | — | 直接 |
| PyPI | requests | — | 直接 |
| PyPI | requests | 2.22.0 | 直接 |
| PyPI | requests | 2.32.5 | 直接 |
| PyPI | sphinx | 2.1.2 | 直接 |
| PyPI | sphinx | 7.4.7 | 直接 |
| PyPI | sphinx | 8.1.3 | 直接 |
| PyPI | sphinx | 8.2.3 | 直接 |
| PyPI | sphinx-multiproject | 1.0.0 | 直接 |
| PyPI | sphinx-rtd-theme | 0.4.3 | 直接 |
| PyPI | sphinx-rtd-theme | 3.0.2 | 直接 |
| PyPI | strenum | — | 直接 |
| PyPI | tqdm | — | 直接 |
| PyPI | tqdm | 4.32.2 | 直接 |
| PyPI | affine | 2.2.2 | 间接 |
| PyPI | alabaster | 0.7.12 | 间接 |
| PyPI | alabaster | 0.7.16 | 间接 |
| PyPI | alabaster | 1.0.0 | 间接 |
| PyPI | astroid | 2.2.5 | 间接 |
| PyPI | atomicwrites | 1.3.0 | 间接 |
| PyPI | attrs | 19.1.0 | 间接 |
| PyPI | babel | 2.17.0 | 间接 |
| PyPI | babel | 2.7.0 | 间接 |
| PyPI | bleach | 3.1.0 | 间接 |
| PyPI | certifi | 2019.6.16 | 间接 |
| PyPI | certifi | 2025.8.3 | 间接 |
| PyPI | chardet | 3.0.4 | 间接 |
| PyPI | charset-normalizer | 3.4.3 | 间接 |
| PyPI | check-manifest | 0.39 | 间接 |
| PyPI | click | 7.0 | 间接 |
| PyPI | click-plugins | 1.1.1 | 间接 |
| PyPI | cligj | 0.5.0 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | coverage | 4.5.3 | 间接 |
| PyPI | docutils | 0.14 | 间接 |
| PyPI | docutils | 0.21.2 | 间接 |
| PyPI | entrypoints | 0.3 | 间接 |
| PyPI | filelock | 3.0.12 | 间接 |
| PyPI | flake8 | 3.7.8 | 间接 |
| PyPI | hatchling | — | 间接 |
| PyPI | idna | 2.8 | 间接 |
| PyPI | idna | 3.10 | 间接 |
| PyPI | imagesize | — | 间接 |
| PyPI | imagesize | 1.1.0 | 间接 |
| PyPI | imagesize | 1.4.1 | 间接 |
| PyPI | importlib-metadata | 0.18 | 间接 |
| PyPI | importlib-metadata | 8.7.0 | 间接 |
| PyPI | isort | 4.3.21 | 间接 |
| PyPI | jinja2 | 2.10.1 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | labelbox-python | 0.1.0 | 间接 |
| PyPI | lazy-object-proxy | 1.4.1 | 间接 |
| PyPI | lbox-alignerr | — | 间接 |
| PyPI | markupsafe | 1.1.1 | 间接 |
| PyPI | markupsafe | 3.0.2 | 间接 |
| PyPI | mccabe | 0.6.1 | 间接 |
| PyPI | more-itertools | 7.1.0 | 间接 |
| PyPI | mypy | 0.720 | 间接 |
| PyPI | mypy-extensions | 0.4.1 | 间接 |
| PyPI | numpy | — | 间接 |
| PyPI | numpy | 1.16.4 | 间接 |
| PyPI | opencv-python-headless | — | 间接 |
| PyPI | packaging | 19.0 | 间接 |
| PyPI | packaging | 25.0 | 间接 |
| PyPI | pillow | — | 间接 |
| PyPI | pillow | 6.1.0 | 间接 |
| PyPI | pkginfo | 1.5.0.1 | 间接 |
| PyPI | pluggy | 0.12.0 | 间接 |
| PyPI | pockets | 0.7.2 | 间接 |
| PyPI | py | 1.8.0 | 间接 |
| PyPI | pycodestyle | 2.5.0 | 间接 |
| PyPI | pyflakes | 2.1.1 | 间接 |
| PyPI | pygeotile | — | 间接 |
| PyPI | pygments | 2.19.2 | 间接 |
| PyPI | pygments | 2.4.2 | 间接 |
| PyPI | pylint | 2.3.1 | 间接 |
| PyPI | pyparsing | 2.4.0 | 间接 |
| PyPI | pyproj | — | 间接 |
| PyPI | pytest | 5.0.1 | 间接 |
| PyPI | pytest-cov | 2.7.1 | 间接 |
| PyPI | pytz | 2019.1 | 间接 |
| PyPI | rasterio | 1.0.24 | 间接 |
| PyPI | readme-renderer | 24.0 | 间接 |
| PyPI | requests-toolbelt | 0.9.1 | 间接 |
| PyPI | roman-numerals-py | 3.1.0 | 间接 |
| PyPI | shapely | — | 间接 |
| PyPI | shapely | 1.6.4.post2 | 间接 |
| PyPI | simplification | 0.4.2 | 间接 |
| PyPI | six | 1.12.0 | 间接 |
| PyPI | snowballstemmer | 1.9.0 | 间接 |
| PyPI | snowballstemmer | 3.0.1 | 间接 |
| PyPI | snuggs | 1.4.6 | 间接 |
| PyPI | sphinxcontrib-applehelp | 1.0.1 | 间接 |
| PyPI | sphinxcontrib-applehelp | 2.0.0 | 间接 |
| PyPI | sphinxcontrib-devhelp | 1.0.1 | 间接 |
| PyPI | sphinxcontrib-devhelp | 2.0.0 | 间接 |
| PyPI | sphinxcontrib-htmlhelp | 1.0.2 | 间接 |
| PyPI | sphinxcontrib-htmlhelp | 2.1.0 | 间接 |
| PyPI | sphinxcontrib-jquery | 4.1 | 间接 |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | 间接 |
| PyPI | sphinxcontrib-napoleon | 0.7 | 间接 |
| PyPI | sphinxcontrib-qthelp | 1.0.2 | 间接 |
| PyPI | sphinxcontrib-qthelp | 2.0.0 | 间接 |
| PyPI | sphinxcontrib-serializinghtml | 1.1.3 | 间接 |
| PyPI | sphinxcontrib-serializinghtml | 2.0.0 | 间接 |
| PyPI | toml | 0.10.0 | 间接 |
| PyPI | tomli | 2.2.1 | 间接 |
| PyPI | tox | 3.13.2 | 间接 |
| PyPI | twine | 1.13.0 | 间接 |
| PyPI | typed-ast | 1.4.0 | 间接 |
| PyPI | typeguard | — | 间接 |
| PyPI | typing-extensions | — | 间接 |
| PyPI | typing-extensions | 3.7.4 | 间接 |
| PyPI | urllib3 | 1.25.3 | 间接 |
| PyPI | urllib3 | 2.5.0 | 间接 |
| PyPI | virtualenv | 16.6.2 | 间接 |
| PyPI | wcwidth | 0.1.7 | 间接 |
| PyPI | webencodings | 0.5.1 | 间接 |
| PyPI | wheel | 0.33.4 | 间接 |
| PyPI | wrapt | 1.11.2 | 间接 |
| PyPI | xmltodict | 0.12.0 | 间接 |
| PyPI | zipp | 0.5.2 | 间接 |
| PyPI | zipp | 3.23.0 | 间接 |
安装 pypi:labelbox@7.11.0 会引入 27 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。
发现这份报告有不准确之处,或有想法要分享?错误的测量、未识别的工具、建议、疑问——都欢迎提出。每条消息都会被阅读并得到回复。