Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷
datajuicer/data-juicer 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(96/100),最低的是AI Readiness(56/100)。 最近一次更新在今天。 近期的大部分工作由 4 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 80 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 |
|---|---|---|---|---|---|
| PyPI | py-data-juicer | 1.5.4 | - | 30 | 11 天前 |
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 |
| 29.8/36 | 提交节奏 — 52 周中有 43 周有提交 |
| 18/18 | 提交量 — 最近一年 185 次提交 |
| 10/10 | OpenSSF Scorecard:Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
| commits_last_year | 185 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 43 |
| 27/27 | 有发布版本 — 已发布 28 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 11 天前 |
| 27/27 | 发布节奏 — 约每 37.7 天发布一次 |
| 0/10 | OpenSSF Scorecard:Signed-Releases — Project has not signed or included provenance with any releases. |
| releases_count | 28 |
| latest_release_tag | v1.5.4 |
| releases_from_tags | 否 |
| days_since_latest_release | 11 |
| mean_days_between_releases | 37.7 |
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?
| 60/60 | 星标 — 6,818 个星标 |
| 21.7/25 | 复刻 — 403 个复刻 |
| 7/15 | 关注者 — 19 位关注者 |
| forks | 403 |
| stars | 6,818 |
| watchers | 19 |
| 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) |
| 0/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
| has_readme | 是 |
| has_license | 是 |
| readme_badges | 8 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| readme_badge_services | shields.io |
| has_pull_request_template | 否 |
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?
| 43.2/54 | 巴士系数 — 4 位贡献者贡献了半数提交 |
| 16.6/22.5 | 提交分布 — 头号贡献者编写了 26% 的提交 |
| 13.5/13.5 | 贡献者广度 — 52 位贡献者 |
| 10/10 | OpenSSF Scorecard:Contributors — project has 15 contributing companies or organizations |
| bus_factor | 4 |
| contributors_sampled | 52 |
| top_contributor_share | 0.263 |
| 37.8/42 | 议题解决 — 90% 的议题已关闭 |
| 26.8/30 | PR 接受 — 已裁定的 PR 中 593/663 已合并 |
| 13/13 | Newcomer PR acceptance — 30 天内首次贡献者的 PR 已合并 3/3 |
| 15/15 | OpenSSF Scorecard:Code-Review — all changesets reviewed |
| merged_prs | 593 |
| open_issues | 33 |
| closed_issues | 295 |
| prs_merged_7d | 10 |
| prs_decided_7d | 11 |
| prs_merged_30d | 20 |
| prs_decided_30d | 23 |
| issue_closed_ratio | 0.899 |
| closed_unmerged_prs | 70 |
| first_time_authors_30d | 3 |
| first_time_prs_merged_30d | 3 |
| first_time_prs_decided_30d | 3 |
| 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 |
| 12/25 | 所有者影响力 — datajuicer 有 45 位关注者 |
| 9/25 | 既往记录 — 8 个公开仓库,账户约 1 年 |
| followers | 45 |
| owner_type | Organization |
| is_verified | — |
| owner_login | datajuicer |
| public_repos | 8 |
| account_age_days | 371 |
| 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 11 天前 |
| 20/20 | 版本历史 — 30 个已发布版本 |
| 20/20 | 未被弃用 — 活跃,未被弃用或撤回 |
| packages | py-data-juicer |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 11 |
基础的工程与文档实践是否到位?
| 24/24 | CI 工作流 — 11 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 |
| 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 | 是 |
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://datajuicer.github.io/data-juicer/ |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 14 个主题标签 |
| 10/10 | Wiki |
| topics | data-analysis, data-science, large-language-models, llm, data-visualization, llms, instruction-tuning, pre-training, multi-modal, synthetic-data, data, data-pipeline, data-processing, foundation-models |
| has_wiki | 是 |
| homepage | https://datajuicer.github.io/data-juicer/ |
| docs_site | https://datajuicer.github.io/data-juicer/ |
| 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 |
| 0/7.5 | Branch-Protection — 无数据 |
| 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 |
| 2.5/2.5 | Contributors — project has 15 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 241 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4.6 |
| 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 | 79 |
| 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 |
| 0/15 | 机器可读文档(llms.txt) |
| 40/40 | 可读的提交历史 — 100 次人类提交中有 98 次说明了意图(结构化标题或解释性正文) |
| has_llms_txt | 否 |
| llms_txt_url | — |
| legible_history_share | 0.98 |
| 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 |
| 0/11 | 静态类型检查 |
| 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 25 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 |
| 0/10 | OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 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 | — |
| agent_commit_share | 0.25 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
| 0/45 | 可类型检查的代码 — Python,未配置类型检查 |
| 54.3/55 | 可控的文件大小 — 采样的 844 个源文件中有 10 个超过 60KB |
| primary_language | Python |
| largest_source_bytes | 194,324 |
| source_files_sampled | 844 |
| oversized_source_files | 10 |
| 0/40 | API 模式(OpenAPI/GraphQL/proto) — 不适用于此类软件 |
| 20/20 | MCP 服务器 |
| 40/40 | 可运行示例 — demos, notebooks |
| example_dirs | demos, notebooks |
| has_mcp_signal | 是 |
| 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 3 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 |
| 不适用 | Branch-Protection | 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 |
| 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 |
| 10 | Contributors | project has 15 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 241 existing vulnerabilities detected |
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | datasets | >=4.7.0 | pyproject.toml |
| PyPI | fsspec | ==2023.5.0 | pyproject.toml |
| PyPI | pandas | — | pyproject.toml |
| PyPI | numpy | >=1.26.4,<2.0.0 | pyproject.toml |
| PyPI | loguru | — | pyproject.toml |
| PyPI | tqdm | — | pyproject.toml |
| PyPI | jsonargparse | — | pyproject.toml |
| PyPI | jsonlines | — | pyproject.toml |
| PyPI | zstandard | — | pyproject.toml |
| PyPI | lz4 | — | pyproject.toml |
| PyPI | multiprocess | ==0.70.16 | pyproject.toml |
| PyPI | dill | ==0.3.8 | pyproject.toml |
| PyPI | psutil | — | pyproject.toml |
| PyPI | pydantic | >=2.0 | pyproject.toml |
| PyPI | uv | — | pyproject.toml |
| PyPI | httpx | — | pyproject.toml |
| PyPI | emoji | ==2.2.0 | pyproject.toml |
| PyPI | tabulate | — | pyproject.toml |
| PyPI | beautifulsoup4 | — | pyproject.toml |
| PyPI | requests | — | pyproject.toml |
| PyPI | wget | — | pyproject.toml |
| PyPI | streamlit | — | pyproject.toml |
| PyPI | Pillow | — | pyproject.toml |
| PyPI | mwparserfromhell | — | pyproject.toml |
| PyPI | regex | — | pyproject.toml |
| PyPI | tomli | — | pyproject.toml |
| PyPI | tomli-w | — | pyproject.toml |
| PyPI | gitpython | — | pyproject.toml |
| PyPI | dep-logic | — | pyproject.toml |
来自 GitHub 依赖图的完整解析依赖集合:29 个直接依赖与 460 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 | beautifulsoup4 | 4.13.4 | 直接 |
| PyPI | datasets | 4.8.4 | 直接 |
| PyPI | dep-logic | 0.5.2 | 直接 |
| PyPI | dill | 0.3.8 | 直接 |
| PyPI | emoji | 2.2.0 | 直接 |
| PyPI | fsspec | 2023.5.0 | 直接 |
| PyPI | gitpython | 3.1.44 | 直接 |
| PyPI | httpx | 0.28.1 | 直接 |
| PyPI | jsonargparse | 4.40.0 | 直接 |
| PyPI | jsonlines | 4.0.0 | 直接 |
| PyPI | loguru | 0.7.3 | 直接 |
| PyPI | lz4 | 4.4.4 | 直接 |
| PyPI | multiprocess | 0.70.16 | 直接 |
| PyPI | mwparserfromhell | 0.6.6 | 直接 |
| PyPI | numpy | 1.26.4 | 直接 |
| PyPI | pandas | 2.2.3 | 直接 |
| PyPI | pillow | 11.2.1 | 直接 |
| PyPI | psutil | 7.0.0 | 直接 |
| PyPI | pydantic | 2.11.7 | 直接 |
| PyPI | regex | 2024.11.6 | 直接 |
| PyPI | requests | 2.32.4 | 直接 |
| PyPI | streamlit | 1.46.1 | 直接 |
| PyPI | tabulate | 0.9.0 | 直接 |
| PyPI | tomli | 2.2.1 | 直接 |
| PyPI | tomli-w | 1.2.0 | 直接 |
| PyPI | tqdm | 4.67.1 | 直接 |
| PyPI | uv | 0.7.15 | 直接 |
| PyPI | wget | 3.2 | 直接 |
| PyPI | zstandard | 0.23.0 | 直接 |
| PyPI | absl-py | 2.3.1 | 间接 |
| PyPI | accelerate | 1.8.1 | 间接 |
| PyPI | aiobotocore | 2.23.1 | 间接 |
| PyPI | aiobotocore | 2.25.1 | 间接 |
| PyPI | aiohappyeyeballs | 2.6.1 | 间接 |
| PyPI | aiohttp | 3.12.13 | 间接 |
| PyPI | aiohttp-cors | 0.8.1 | 间接 |
| PyPI | aioitertools | 0.12.0 | 间接 |
| PyPI | aiosignal | 1.3.2 | 间接 |
| PyPI | alabaster | 1.0.0 | 间接 |
| PyPI | altair | 5.5.0 | 间接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | antlr4-python3-runtime | 4.9.3 | 间接 |
| PyPI | anyio | 4.9.0 | 间接 |
| PyPI | appdirs | 1.4.4 | 间接 |
| PyPI | argcomplete | 3.6.2 | 间接 |
| PyPI | asgiref | 3.8.1 | 间接 |
| PyPI | astor | 0.8.1 | 间接 |
| PyPI | async-timeout | 5.0.1 | 间接 |
| PyPI | attr | 0.3.1 | 间接 |
| PyPI | attrs | 25.3.0 | 间接 |
| PyPI | audiomentations | 0.41.0 | 间接 |
| PyPI | audioread | 3.0.1 | 间接 |
| PyPI | av | 13.1.0 | 间接 |
| PyPI | azure-core | 1.34.0 | 间接 |
| PyPI | azure-storage-blob | 12.25.1 | 间接 |
| PyPI | babel | 2.17.0 | 间接 |
| PyPI | bitarray | 3.8.0 | 间接 |
| PyPI | bitsandbytes | 0.49.0 | 间接 |
| PyPI | black | 25.1.0 | 间接 |
| PyPI | blake3 | 1.0.5 | 间接 |
| PyPI | bleach | 5.0.1 | 间接 |
| PyPI | blinker | 1.9.0 | 间接 |
| PyPI | blis | 1.2.1 | 间接 |
| PyPI | boto | 2.49.0 | 间接 |
| PyPI | boto3 | 1.38.45 | 间接 |
| PyPI | boto3 | 1.40.61 | 间接 |
| PyPI | botocore | 1.38.45 | 间接 |
| PyPI | botocore | 1.40.61 | 间接 |
| PyPI | build | 1.2.2.post1 | 间接 |
| PyPI | cachetools | 5.5.2 | 间接 |
| PyPI | catalogue | 2.0.10 | 间接 |
| PyPI | cbor2 | 5.7.1 | 间接 |
| PyPI | certifi | 2025.6.15 | 间接 |
| PyPI | cffi | 1.17.1 | 间接 |
| PyPI | cfgv | 3.4.0 | 间接 |
| PyPI | charset-normalizer | 3.4.2 | 间接 |
| PyPI | click | 8.2.1 | 间接 |
| PyPI | cloudpathlib | 0.21.1 | 间接 |
| PyPI | cloudpickle | 3.1.1 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | coloredlogs | 15.0.1 | 间接 |
| PyPI | colorful | 0.5.6 | 间接 |
| PyPI | commonmark | 0.9.1 | 间接 |
| PyPI | compressed-tensors | 0.11.0 | 间接 |
| PyPI | confection | 0.1.5 | 间接 |
| PyPI | contourpy | 1.3.2 | 间接 |
| PyPI | coverage | 7.9.1 | 间接 |
| PyPI | cryptography | 45.0.4 | 间接 |
| PyPI | cuda-bindings | 12.9.6 | 间接 |
| PyPI | cuda-core | 0.3.2 | 间接 |
| PyPI | cuda-pathfinder | 1.5.2 | 间接 |
| PyPI | cuda-python | 12.9.6 | 间接 |
| PyPI | cuda-toolkit | 12.8.1 | 间接 |
| PyPI | cuda-toolkit | 12.9.1 | 间接 |
| PyPI | cudf-cu12 | 25.10.0 | 间接 |
| PyPI | cupy-cuda12x | 13.4.1 | 间接 |
| PyPI | cupy-cuda12x | 13.6.0 | 间接 |
| PyPI | cycler | 0.12.1 | 间接 |
| PyPI | cymem | 2.0.11 | 间接 |
| PyPI | cython | 3.0.11 | 间接 |
| PyPI | dashscope | 1.23.6 | 间接 |
| PyPI | datamodel-code-generator | 0.26.1 | 间接 |
| PyPI | decorator | 5.2.1 | 间接 |
| PyPI | decord | 0.6.0 | 间接 |
| PyPI | defusedxml | 0.7.1 | 间接 |
| PyPI | depyf | 0.19.0 | 间接 |
| PyPI | diffusers | 0.34.0 | 间接 |
| PyPI | diskcache | 5.6.3 | 间接 |
| PyPI | distlib | 0.3.9 | 间接 |
| PyPI | distro | 1.9.0 | 间接 |
| PyPI | django | 5.1.11 | 间接 |
| PyPI | django-annoying | 0.10.6 | 间接 |
| PyPI | django-cors-headers | 3.6.0 | 间接 |
| PyPI | django-csp | 3.7 | 间接 |
| PyPI | django-debug-toolbar | 3.2.1 | 间接 |
| PyPI | django-environ | 0.10.0 | 间接 |
| PyPI | django-extensions | 3.2.3 | 间接 |
| PyPI | django-filter | 24.3 | 间接 |
| PyPI | django-migration-linter | 5.2.0 | 间接 |
| PyPI | django-model-utils | 4.1.1 | 间接 |
| PyPI | django-ranged-fileresponse | 0.1.2 | 间接 |
| PyPI | django-rq | 2.10.3 | 间接 |
| PyPI | django-storages | 1.12.3 | 间接 |
| PyPI | django-user-agents | 0.4.0 | 间接 |
| PyPI | djangorestframework | 3.15.2 | 间接 |
| PyPI | djangorestframework-simplejwt | 5.4.0 | 间接 |
| PyPI | dnspython | 2.7.0 | 间接 |
| PyPI | docker-pycreds | 0.4.0 | 间接 |
| PyPI | docstring-parser | 0.16 | 间接 |
| PyPI | docutils | 0.21.2 | 间接 |
| PyPI | drf-dynamic-fields | 0.3.0 | 间接 |
| PyPI | drf-flex-fields | 0.9.5 | 间接 |
| PyPI | drf-generators | 0.3.0 | 间接 |
| PyPI | easyocr | 1.7.1 | 间接 |
| PyPI | einops | 0.8.1 | 间接 |
| PyPI | email-validator | 2.2.0 | 间接 |
| PyPI | exceptiongroup | 1.3.0 | 间接 |
| PyPI | expiringdict | 1.2.2 | 间接 |
| PyPI | faker | 37.4.0 | 间接 |
| PyPI | fastapi | 0.115.14 | 间接 |
| PyPI | fastapi-cli | 0.0.7 | 间接 |
| PyPI | fastrlock | 0.8.3 | 间接 |
| PyPI | fasttext-wheel | 0.9.2 | 间接 |
| PyPI | ffmpeg-python | 0.2.0 | 间接 |
| PyPI | filelock | 3.18.0 | 间接 |
| PyPI | fire | 0.7.0 | 间接 |
| PyPI | flake8 | 7.3.0 | 间接 |
| PyPI | flake8-black | 0.3.6 | 间接 |
| PyPI | flatbuffers | 25.2.10 | 间接 |
| PyPI | fonttools | 4.58.4 | 间接 |
| PyPI | frozendict | 2.4.7 | 间接 |
| PyPI | frozenlist | 1.7.0 | 间接 |
| PyPI | ftfy | 6.3.1 | 间接 |
| PyPI | furo | 2024.8.6 | 间接 |
| PyPI | future | 1.0.0 | 间接 |
| PyPI | gdown | 5.2.0 | 间接 |
| PyPI | genson | 1.3.0 | 间接 |
| PyPI | gguf | 0.17.1 | 间接 |
| PyPI | gitdb | 4.0.12 | 间接 |
| PyPI | google-api-core | 2.25.1 | 间接 |
| PyPI | google-auth | 2.40.3 | 间接 |
| PyPI | google-cloud-appengine-logging | 1.6.2 | 间接 |
| PyPI | google-cloud-audit-log | 0.3.2 | 间接 |
| PyPI | google-cloud-core | 2.4.3 | 间接 |
| PyPI | google-cloud-logging | 3.12.1 | 间接 |
| PyPI | google-cloud-storage | 2.19.0 | 间接 |
| PyPI | google-crc32c | 1.7.1 | 间接 |
| PyPI | google-resumable-media | 2.7.2 | 间接 |
| PyPI | googleapis-common-protos | 1.70.0 | 间接 |
| PyPI | grpc-google-iam-v1 | 0.14.2 | 间接 |
| PyPI | grpcio | 1.73.1 | 间接 |
| PyPI | grpcio-status | 1.62.3 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | h5py | 3.12.1 | 间接 |
| PyPI | hf-xet | 1.1.5 | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | httptools | 0.6.4 | 间接 |
| PyPI | httpx-sse | 0.4.1 | 间接 |
| PyPI | huggingface-hub | 0.36.0 | 间接 |
| PyPI | humanfriendly | 10.0 | 间接 |
| PyPI | humansignal-drf-yasg | 1.21.10.post1 | 间接 |
| PyPI | hydra-core | 1.3.2 | 间接 |
| PyPI | identify | 2.6.12 | 间接 |
| PyPI | idna | 3.10 | 间接 |
| PyPI | ijson | 3.4.0 | 间接 |
| PyPI | imagededup | 0.3.3.post1 | 间接 |
| PyPI | imageio | 2.37.0 | 间接 |
| PyPI | imagesize | 1.4.1 | 间接 |
| PyPI | importlib-metadata | 8.0.0 | 间接 |
| PyPI | importlib-resources | 6.5.2 | 间接 |
| PyPI | inflect | 5.6.2 | 间接 |
| PyPI | inflection | 0.5.1 | 间接 |
| PyPI | iniconfig | 2.1.0 | 间接 |
| PyPI | interegular | 0.3.3 | 间接 |
| PyPI | isodate | 0.7.2 | 间接 |
| PyPI | isort | 5.13.2 | 间接 |
| PyPI | jieba | 0.42.1 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | jiter | 0.10.0 | 间接 |
| PyPI | jmespath | 1.0.1 | 间接 |
| PyPI | joblib | 1.5.1 | 间接 |
| PyPI | jsf | 0.11.2 | 间接 |
| PyPI | jsonnet | 0.21.0 | 间接 |
| PyPI | jsonschema | 4.24.0 | 间接 |
| PyPI | jsonschema-specifications | 2025.4.1 | 间接 |
| PyPI | kaleido | 0.2.1.post1 | 间接 |
| PyPI | kenlm | 0.3.0 | 间接 |
| PyPI | kiwisolver | 1.4.8 | 间接 |
| PyPI | label-studio | 1.17.0 | 间接 |
| PyPI | label-studio-sdk | 1.0.11 | 间接 |
| PyPI | langcodes | 3.5.0 | 间接 |
| PyPI | language-data | 1.3.0 | 间接 |
| PyPI | lark | 1.2.2 | 间接 |
| PyPI | launchdarkly-server-sdk | 8.2.1 | 间接 |
| PyPI | lazy-loader | 0.4 | 间接 |
| PyPI | libcudf-cu12 | 25.10.0 | 间接 |
| PyPI | libkvikio-cu12 | 25.10.0 | 间接 |
| PyPI | librmm-cu12 | 25.10.0 | 间接 |
| PyPI | librosa | 0.10.2.post1 | 间接 |
| PyPI | lightning | 2.5.6 | 间接 |
| PyPI | lightning-utilities | 0.15.2 | 间接 |
| PyPI | linkify-it-py | 2.0.3 | 间接 |
| PyPI | llguidance | 0.7.30 | 间接 |
| PyPI | llvmlite | 0.44.0 | 间接 |
| PyPI | lm-format-enforcer | 0.11.3 | 间接 |
| PyPI | lockfile | 0.12.2 | 间接 |
| PyPI | lxml | 6.0.0 | 间接 |
| PyPI | lxml-html-clean | 0.4.2 | 间接 |
| PyPI | marisa-trie | 1.2.1 | 间接 |
| PyPI | markdown | 3.10 | 间接 |
| PyPI | markdown-it-py | 3.0.0 | 间接 |
| PyPI | markupsafe | 3.0.2 | 间接 |
| PyPI | matplotlib | 3.10.3 | 间接 |
| PyPI | mccabe | 0.7.0 | 间接 |
| PyPI | mcp | 1.12.1 | 间接 |
| PyPI | mdit-py-plugins | 0.4.2 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | mistral-common | 1.8.5 | 间接 |
| PyPI | mlx | 0.30.0 | 间接 |
| PyPI | mlx-lm | 0.28.3 | 间接 |
| PyPI | mlx-metal | 0.30.0 | 间接 |
| PyPI | mpmath | 1.3.0 | 间接 |
| PyPI | msgpack | 1.1.1 | 间接 |
| PyPI | msgspec | 0.19.0 | 间接 |
| PyPI | multidict | 6.5.1 | 间接 |
| PyPI | murmurhash | 1.0.13 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | myst-parser | 4.0.1 | 间接 |
| PyPI | narwhals | 1.44.0 | 间接 |
| PyPI | networkx | 3.4.2 | 间接 |
| PyPI | networkx | 3.5 | 间接 |
| PyPI | ninja | 1.11.1.4 | 间接 |
| PyPI | nlpaug | 1.1.11 | 间接 |
| PyPI | nlpcda | 2.5.8 | 间接 |
| PyPI | nltk | 3.9.1 | 间接 |
| PyPI | nodeenv | 1.9.1 | 间接 |
| PyPI | numba | 0.61.2 | 间接 |
| PyPI | numba-cuda | 0.19.2 | 间接 |
| PyPI | numpy-minmax | 0.3.1 | 间接 |
| PyPI | numpy-rms | 0.4.2 | 间接 |
| PyPI | nvidia-cublas-cu12 | 12.8.4.1 | 间接 |
| PyPI | nvidia-cuda-cccl-cu12 | 12.9.27 | 间接 |
| PyPI | nvidia-cuda-cupti-cu12 | 12.8.90 | 间接 |
| PyPI | nvidia-cuda-nvcc-cu12 | 12.8.93 | 间接 |
| PyPI | nvidia-cuda-nvcc-cu12 | 12.9.86 | 间接 |
| PyPI | nvidia-cuda-nvrtc-cu12 | 12.8.93 | 间接 |
| PyPI | nvidia-cuda-nvrtc-cu12 | 12.9.86 | 间接 |
| PyPI | nvidia-cuda-runtime-cu12 | 12.8.90 | 间接 |
| PyPI | nvidia-cudnn-cu12 | 9.10.2.21 | 间接 |
| PyPI | nvidia-cufft-cu12 | 11.3.3.83 | 间接 |
| PyPI | nvidia-cufile-cu12 | 1.13.1.3 | 间接 |
| PyPI | nvidia-curand-cu12 | 10.3.9.90 | 间接 |
| PyPI | nvidia-cusolver-cu12 | 11.7.3.90 | 间接 |
| PyPI | nvidia-cusparse-cu12 | 12.5.8.93 | 间接 |
| PyPI | nvidia-cusparselt-cu12 | 0.7.1 | 间接 |
| PyPI | nvidia-nccl-cu12 | 2.27.3 | 间接 |
| PyPI | nvidia-nvjitlink-cu12 | 12.8.93 | 间接 |
| PyPI | nvidia-nvtx-cu12 | 12.8.90 | 间接 |
| PyPI | nvtx | 0.2.12 | 间接 |
| PyPI | omegaconf | 2.3.0 | 间接 |
| PyPI | onnxruntime | 1.22.0 | 间接 |
| PyPI | openai | 1.109.1 | 间接 |
| PyPI | openai-harmony | 0.0.8 | 间接 |
| PyPI | opencc | 1.1.9 | 间接 |
| PyPI | opencensus | 0.11.4 | 间接 |
| PyPI | opencensus-context | 0.1.3 | 间接 |
| PyPI | opencv-contrib-python | 4.11.0.86 | 间接 |
| PyPI | opencv-python | 4.10.0.84 | 间接 |
| PyPI | opencv-python-headless | 4.11.0.86 | 间接 |
| PyPI | opentelemetry-api | 1.38.0 | 间接 |
| PyPI | opentelemetry-exporter-prometheus | 0.59b0 | 间接 |
| PyPI | opentelemetry-proto | 1.26.0 | 间接 |
| PyPI | opentelemetry-sdk | 1.38.0 | 间接 |
| PyPI | opentelemetry-semantic-conventions | 0.59b0 | 间接 |
| PyPI | ordered-set | 4.0.2 | 间接 |
| PyPI | outlines-core | 0.2.11 | 间接 |
| PyPI | packaging | 25.0 | 间接 |
| PyPI | partial-json-parser | 0.2.1.1.post6 | 间接 |
| PyPI | pathspec | 0.12.1 | 间接 |
| PyPI | pdfminer-six | 20250506 | 间接 |
| PyPI | pdfplumber | 0.11.7 | 间接 |
| PyPI | platformdirs | 4.3.8 | 间接 |
| PyPI | plotly | 5.24.1 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | pooch | 1.8.2 | 间接 |
| PyPI | pre-commit | 4.2.0 | 间接 |
| PyPI | preshed | 3.0.10 | 间接 |
| PyPI | prometheus-client | 0.22.1 | 间接 |
| PyPI | prometheus-fastapi-instrumentator | 7.1.0 | 间接 |
| PyPI | propcache | 0.3.2 | 间接 |
| PyPI | proto-plus | 1.26.1 | 间接 |
| PyPI | protobuf | 4.25.8 | 间接 |
| PyPI | psycopg2-binary | 2.9.10 | 间接 |
| PyPI | ptlflow | 0.4.1 | 间接 |
| PyPI | py-cpuinfo | 9.0.0 | 间接 |
| PyPI | py-spy | 0.4.0 | 间接 |
| PyPI | py4j | 0.10.9.7 | 间接 |
| PyPI | pyarrow | 23.0.1 | 间接 |
| PyPI | pyasn1 | 0.6.1 | 间接 |
| PyPI | pyasn1-modules | 0.4.2 | 间接 |
| PyPI | pybase64 | 1.4.2 | 间接 |
| PyPI | pybind11 | 2.13.6 | 间接 |
| PyPI | pyboxen | 1.3.0 | 间接 |
| PyPI | pyclipper | 1.3.0.post6 | 间接 |
| PyPI | pycodestyle | 2.14.0 | 间接 |
| PyPI | pycountry | 24.6.1 | 间接 |
| PyPI | pycparser | 2.22 | 间接 |
| PyPI | pydantic-core | 2.33.2 | 间接 |
| PyPI | pydantic-extra-types | 2.10.6 | 间接 |
| PyPI | pydantic-settings | 2.10.1 | 间接 |
| PyPI | pydeck | 0.9.1 | 间接 |
| PyPI | pyflakes | 3.4.0 | 间接 |
| PyPI | pygments | 2.19.2 | 间接 |
| PyPI | pyjwt | 2.10.1 | 间接 |
| PyPI | pylance | 0.32.0 | 间接 |
| PyPI | pylibcudf-cu12 | 25.10.0 | 间接 |
| PyPI | pymatting | 1.1.14 | 间接 |
| PyPI | pyparsing | 3.2.3 | 间接 |
| PyPI | pypdfium2 | 4.30.1 | 间接 |
| PyPI | pypng | 0.20220715.0 | 间接 |
| PyPI | pyproject-hooks | 1.2.0 | 间接 |
| PyPI | pyreadline3 | 3.5.4 | 间接 |
| PyPI | pyrfc3339 | 2.0.1 | 间接 |
| PyPI | pysocks | 1.7.1 | 间接 |
| PyPI | pyspark | 3.5.5 | 间接 |
| PyPI | pytest | 8.4.1 | 间接 |
| PyPI | pytest-cov | 6.2.1 | 间接 |
| PyPI | python-bidi | 0.6.6 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | python-docx | 1.2.0 | 间接 |
| PyPI | python-dotenv | 1.1.1 | 间接 |
| PyPI | python-json-logger | 2.0.4 | 间接 |
| PyPI | python-multipart | 0.0.20 | 间接 |
| PyPI | python-stretch | 0.3.1 | 间接 |
| PyPI | pytorch-lightning | 2.6.0 | 间接 |
| PyPI | pytz | 2022.7.1 | 间接 |
| PyPI | pywavelets | 1.8.0 | 间接 |
| PyPI | pywin32 | 310 | 间接 |
| PyPI | pyyaml | 6.0.2 | 间接 |
| PyPI | pyzmq | 27.0.0 | 间接 |
| PyPI | qwen-vl-utils | 0.0.14 | 间接 |
| PyPI | rank-bm25 | 0.2.2 | 间接 |
| PyPI | rapids-logger | 0.1.1 | 间接 |
| PyPI | ray | 2.52.0 | 间接 |
| PyPI | recommonmark | 0.7.1 | 间接 |
| PyPI | redis | 5.2.1 | 间接 |
| PyPI | referencing | 0.36.2 | 间接 |
| PyPI | rembg | 2.0.66 | 间接 |
| PyPI | requests-file | 2.1.0 | 间接 |
| PyPI | requests-mock | 1.12.1 | 间接 |
| PyPI | resampy | 0.4.3 | 间接 |
| PyPI | rich | 14.0.0 | 间接 |
| PyPI | rich-toolkit | 0.14.7 | 间接 |
| PyPI | rmm-cu12 | 25.10.0 | 间接 |
| PyPI | roman-numerals-py | 3.1.0 | 间接 |
| PyPI | rouge | 1.0.1 | 间接 |
| PyPI | rpds-py | 0.25.1 | 间接 |
| PyPI | rq | 1.16.2 | 间接 |
| PyPI | rsa | 4.9.1 | 间接 |
| PyPI | rstr | 3.2.2 | 间接 |
| PyPI | rules | 3.4 | 间接 |
| PyPI | s3fs | 0.6.0 | 间接 |
| PyPI | s3transfer | 0.13.0 | 间接 |
| PyPI | s3transfer | 0.14.0 | 间接 |
| PyPI | safetensors | 0.5.3 | 间接 |
| PyPI | samplerate | 0.1.0 | 间接 |
| PyPI | scenedetect | 0.6.6 | 间接 |
| PyPI | scikit-image | 0.25.2 | 间接 |
| PyPI | scikit-learn | 1.7.0 | 间接 |
| PyPI | scipy | 1.14.1 | 间接 |
| PyPI | selectolax | 0.3.30 | 间接 |
| PyPI | semver | 3.0.4 | 间接 |
| PyPI | sentencepiece | 0.2.0 | 间接 |
| PyPI | sentry-sdk | 2.32.0 | 间接 |
| PyPI | setproctitle | 1.3.6 | 间接 |
| PyPI | setuptools | 79.0.1 | 间接 |
| PyPI | setuptools | 80.9.0 | 间接 |
| PyPI | shapely | 2.1.1 | 间接 |
| PyPI | shellingham | 1.5.4 | 间接 |
| PyPI | simhash-pybind | 0.0.3 | 间接 |
| PyPI | simple-aesthetics-predictor | 0.1.2 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | smart-open | 7.1.0 | 间接 |
| PyPI | smmap | 5.0.2 | 间接 |
| PyPI | sniffio | 1.3.1 | 间接 |
| PyPI | snowballstemmer | 3.0.1 | 间接 |
| PyPI | soundfile | 0.13.1 | 间接 |
| PyPI | soupsieve | 2.7 | 间接 |
| PyPI | soxr | 0.5.0.post1 | 间接 |
| PyPI | spacy | 3.8.7 | 间接 |
| PyPI | spacy-legacy | 3.0.12 | 间接 |
| PyPI | spacy-loggers | 1.0.5 | 间接 |
| PyPI | spacy-pkuseg | 0.0.33 | 间接 |
| PyPI | sphinx | 8.1.3 | 间接 |
| PyPI | sphinx | 8.2.3 | 间接 |
| PyPI | sphinx-autobuild | 2024.10.3 | 间接 |
| PyPI | sphinx-basic-ng | 1.0.0b2 | 间接 |
| PyPI | sphinx-copybutton | 0.5.2 | 间接 |
| PyPI | sphinxcontrib-applehelp | 2.0.0 | 间接 |
| PyPI | sphinxcontrib-devhelp | 2.0.0 | 间接 |
| PyPI | sphinxcontrib-htmlhelp | 2.1.0 | 间接 |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | 间接 |
| PyPI | sphinxcontrib-qthelp | 2.0.0 | 间接 |
| PyPI | sphinxcontrib-serializinghtml | 2.0.0 | 间接 |
| PyPI | sqlparse | 0.5.3 | 间接 |
| PyPI | srsly | 2.5.1 | 间接 |
| PyPI | sse-starlette | 2.4.1 | 间接 |
| PyPI | starlette | 0.46.2 | 间接 |
| PyPI | sympy | 1.14.0 | 间接 |
| PyPI | tenacity | 9.1.2 | 间接 |
| PyPI | tensorboard | 2.18.0 | 间接 |
| PyPI | tensorboard-data-server | 0.7.2 | 间接 |
| PyPI | tensorboardx | 2.6.4 | 间接 |
| PyPI | termcolor | 3.1.0 | 间接 |
| PyPI | thinc | 8.3.4 | 间接 |
| PyPI | threadpoolctl | 3.6.0 | 间接 |
| PyPI | tifffile | 2025.5.10 | 间接 |
| PyPI | tifffile | 2025.6.11 | 间接 |
| PyPI | tiktoken | 0.9.0 | 间接 |
| PyPI | timm | 1.0.22 | 间接 |
| PyPI | tldextract | 5.3.0 | 间接 |
| PyPI | tokenizers | 0.22.1 | 间接 |
| PyPI | toml | 0.10.2 | 间接 |
| PyPI | torch | 2.8.0 | 间接 |
| PyPI | torchaudio | 2.8.0 | 间接 |
| PyPI | torchcodec | 0.7.0 | 间接 |
| PyPI | torchmetrics | 1.8.2 | 间接 |
| PyPI | torchvision | 0.23.0 | 间接 |
| PyPI | tornado | 6.5.1 | 间接 |
| PyPI | transformers | 4.57.1 | 间接 |
| PyPI | triton | 3.4.0 | 间接 |
| PyPI | typer | 0.16.0 | 间接 |
| PyPI | typeshed-client | 2.7.0 | 间接 |
| PyPI | typing-extensions | 4.14.0 | 间接 |
| PyPI | typing-inspection | 0.4.1 | 间接 |
| PyPI | tzdata | 2025.2 | 间接 |
| PyPI | ua-parser | 1.0.1 | 间接 |
| PyPI | ua-parser-builtins | 0.18.0.post1 | 间接 |
| PyPI | uc-micro-py | 1.0.3 | 间接 |
| PyPI | ujson | 5.10.0 | 间接 |
| PyPI | ultralytics | 8.3.159 | 间接 |
| PyPI | ultralytics-thop | 2.0.14 | 间接 |
| PyPI | uritemplate | 4.2.0 | 间接 |
| PyPI | urllib3 | 1.26.20 | 间接 |
| PyPI | user-agents | 2.2.0 | 间接 |
| PyPI | uvicorn | 0.34.3 | 间接 |
| PyPI | uvloop | 0.21.0 | 间接 |
| PyPI | virtualenv | 20.31.2 | 间接 |
| PyPI | vllm | 0.11.0 | 间接 |
| PyPI | wandb | 0.19.0 | 间接 |
| PyPI | wasabi | 1.1.3 | 间接 |
| PyPI | watchdog | 6.0.0 | 间接 |
| PyPI | watchfiles | 1.1.0 | 间接 |
| PyPI | wcwidth | 0.2.13 | 间接 |
| PyPI | weasel | 0.4.1 | 间接 |
| PyPI | webencodings | 0.5.1 | 间接 |
| PyPI | websocket-client | 1.8.0 | 间接 |
| PyPI | websockets | 15.0.1 | 间接 |
| PyPI | werkzeug | 3.1.4 | 间接 |
| PyPI | wheel | 0.40.0 | 间接 |
| PyPI | win32-setctime | 1.2.0 | 间接 |
| PyPI | wordcloud | 1.9.4 | 间接 |
| PyPI | wrapt | 1.17.2 | 间接 |
| PyPI | xformers | 0.0.32.post1 | 间接 |
| PyPI | xgrammar | 0.1.25 | 间接 |
| PyPI | xmljson | 0.2.1 | 间接 |
| PyPI | xxhash | 3.5.0 | 间接 |
| PyPI | yarl | 1.20.1 | 间接 |
| PyPI | zipp | 3.23.0 | 间接 |
安装 pypi:py-data-juicer@1.5.4 会引入 79 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。