A collection of Airflow operators, hooks, and utilities to elevate dbt to a first-class citizen of Airflow.
tomasfarias/airflow-dbt-python 的健康指数为 100 分中的 77 分,处于「良好」区间。 其得分最高的类别是Engineering Quality(92/100),最低的是Security(39/100)。 最近一次更新在今天。 近期的大部分工作由 1 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 66 经校准后在公布的指数量表上为 77(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 | airflow-dbt-python | 3.6.2 | 61,747 | 81 | 0 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 |
| 6.2/36 | 提交节奏 — 52 周中有 9 周有提交 |
| 17.2/18 | 提交量 — 最近一年 81 次提交 |
| 10/10 | OpenSSF Scorecard:Maintained — 13 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| commits_last_year | 81 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 9 |
| 27/27 | 有发布版本 — 已发布 55 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 0 天前 |
| 27/27 | 发布节奏 — 约每 44.3 天发布一次 |
| 0/10 | OpenSSF Scorecard:Signed-Releases — Project has not signed or included provenance with any releases. |
| releases_count | 55 |
| latest_release_tag | v3.6.2 |
| releases_from_tags | 否 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 44.3 |
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?
| 37.8/60 | 星标 — 215 个星标 |
| 13.4/25 | 复刻 — 42 个复刻 |
| 1.7/15 | 关注者 — 3 位关注者 |
| forks | 42 |
| stars | 215 |
| watchers | 3 |
| 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(MIT) |
| 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 | 5 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| readme_badge_services | github.com, readthedocs.org, shields.io |
| has_pull_request_template | 否 |
| 63.9/80 | 月度下载量 — pypi 合计每月 61,747 次下载 |
| 0/20 | 注册表被依赖数 — 该生态系统不报告此项 |
| packages | airflow-dbt-python |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 61,747 |
| 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?
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 2.6/22.5 | 提交分布 — 头号贡献者编写了 88% 的提交 |
| 10.8/13.5 | 贡献者广度 — 8 位贡献者 |
| 0/10 | OpenSSF Scorecard:Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| bus_factor | 1 |
| contributors_sampled | 8 |
| top_contributor_share | 0.885 |
| 35.1/42 | 议题解决 — 84% 的议题已关闭 |
| 27.8/30 | PR 接受 — 已裁定的 PR 中 88/95 已合并 |
| 0/13 | Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决 |
| 1.5/15 | OpenSSF Scorecard:Code-Review — Found 2/11 approved changesets -- score normalized to 1 |
| merged_prs | 88 |
| open_issues | 13 |
| closed_issues | 66 |
| prs_merged_7d | 1 |
| prs_decided_7d | 2 |
| prs_merged_30d | 2 |
| prs_decided_30d | 3 |
| issue_closed_ratio | 0.835 |
| closed_unmerged_prs | 7 |
| first_time_authors_30d | 0 |
| first_time_prs_merged_30d | 0 |
| first_time_prs_decided_30d | 0 |
| 10/30 | 所有权背书 — 个人(用户)账户 |
| 0/20 | 已验证域名 — 不适用于个人账户 |
| 12.2/25 | 所有者影响力 — tomasfarias 有 49 位关注者 |
| 25/25 | 既往记录 — 82 个公开仓库,账户约 10 年 |
| followers | 49 |
| owner_type | User |
| is_verified | — |
| owner_login | tomasfarias |
| public_repos | 82 |
| account_age_days | 3,804 |
| 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 0 天前 |
| 20/20 | 版本历史 — 81 个已发布版本 |
| 20/20 | 未被弃用 — 活跃,未被弃用或撤回 |
| packages | airflow-dbt-python |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 0 |
基础的工程与文档实践是否到位?
| 24/24 | CI 工作流 — 3 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 — pyproject.toml ([tool.ruff]) |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 12/20 | OpenSSF Scorecard:CI-Tests — 4 out of 6 merged PRs checked by a CI test -- score normalized to 6 |
| 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://airflow-dbt-python.readthedocs.io |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 8 个主题标签 |
| 10/10 | Wiki |
| topics | airflow, python3, dbt, python, airflow-operators, analytics, data-engineering, airflow-hook |
| has_wiki | 是 |
| homepage | https://airflow-dbt-python.readthedocs.io |
| docs_site | https://airflow-dbt-python.readthedocs.io |
| 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 |
| 1.5/2.5 | CI-Tests — 4 out of 6 merged PRs checked by a CI test -- score normalized to 6 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0.8/7.5 | Code-Review — Found 2/11 approved changesets -- score normalized to 1 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 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 — 13 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — 无数据 |
| 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 — 29 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 3.2 |
| 9.5/35 | 直接依赖不含已知公告 — 1 个受影响:apache-airflow 3.3.1 (critical 9.1) |
| 0/25 | 间接依赖不含已知公告 — 在此范围内,传递依赖集合无法与开发和测试依赖区分 |
| 40/40 | 没有长期未处理的公告 — 没有公告公开超过 90 天 |
| source | osv |
| advisories | 51 |
| affected_packages | 5 |
| assessed_packages | 403 |
| unassessed_packages | 0 |
| affected_by_severity | critical 2, high 3 |
| direct_affected_packages | 1 |
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.aws.amazon.com/llms.txt) |
| 40/40 | 可读的提交历史 — 100 次人类提交中有 93 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.aws.amazon.com/llms.txt |
| legible_history_share | 0.93 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
| 18/18 | 一条命令的引导启动 — docs/Makefile |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 — pyproject.toml ([tool.ruff]) |
| 0/11 | 静态类型检查 |
| 10/10 | 可复现环境 — lockfile |
| 0/10 | 已体现的代理实践 — 最近 100 次提交中没有代理编写的提交 |
| 0/8 | 自动化维护 — 未观察到自动依赖更新 |
| 0/10 | OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | uv.lock |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | docs/Makefile |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | — |
| agent_commit_share | 0 |
| 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 |
| 55/55 | 可控的文件大小 — 采样的 72 个源文件中有 0 个超过 60KB |
| primary_language | Python |
| largest_source_bytes | 31,052 |
| source_files_sampled | 72 |
| oversized_source_files | 0 |
| 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 — examples |
| example_dirs | examples |
| 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 5 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 |
| 6 | CI-Tests | 4 out of 6 merged PRs checked by a CI test -- score normalized to 6 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 1 | Code-Review | Found 2/11 approved changesets -- score normalized to 1 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 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 | 13 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 不适用 | Packaging | packaging workflow not 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 | 29 existing vulnerabilities detected |
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | apache-airflow | >=2.8,<4.0 | pyproject.toml |
| PyPI | apache-airflow | >=2.9,<4.0 | pyproject.toml |
| PyPI | apache-airflow | >=3.1,<4.0 | pyproject.toml |
| PyPI | contextlib-chdir | ==1.0.2 | pyproject.toml |
| PyPI | dbt-core | >=1.8.0,<2.0.0 | pyproject.toml |
| PyPI | packaging | >=20.0 | pyproject.toml |
来自 GitHub 依赖图的完整解析依赖集合:4 个直接依赖与 399 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 | apache-airflow | 3.3.1 | 直接 |
| PyPI | contextlib-chdir | 1.0.2 | 直接 |
| PyPI | dbt-core | 1.12.3 | 直接 |
| PyPI | packaging | 26.3 | 直接 |
| PyPI | a2wsgi | 1.10.10 | 间接 |
| PyPI | agate | 1.9.1 | 间接 |
| PyPI | aiofiles | 25.1.0 | 间接 |
| PyPI | aiohappyeyeballs | 2.7.1 | 间接 |
| PyPI | aiohttp | 3.14.3 | 间接 |
| PyPI | aiohttp-cors | 0.8.1 | 间接 |
| PyPI | aiosignal | 1.4.0 | 间接 |
| PyPI | aiosmtplib | 5.1.2 | 间接 |
| PyPI | aiosqlite | 0.22.1 | 间接 |
| PyPI | airflow-dbt-python | 3.6.2 | 间接 |
| PyPI | alabaster | 0.7.16 | 间接 |
| PyPI | alembic | 1.19.2 | 间接 |
| PyPI | annotated-doc | 0.0.5 | 间接 |
| PyPI | annotated-types | 0.8.0 | 间接 |
| PyPI | anyio | 4.15.1 | 间接 |
| PyPI | apache-airflow-core | 3.3.1 | 间接 |
| PyPI | apache-airflow-providers-amazon | 9.35.1 | 间接 |
| PyPI | apache-airflow-providers-common-compat | 1.18.0 | 间接 |
| PyPI | apache-airflow-providers-common-io | 1.8.0 | 间接 |
| PyPI | apache-airflow-providers-common-sql | 2.1.1 | 间接 |
| PyPI | apache-airflow-providers-google | 22.1.0 | 间接 |
| PyPI | apache-airflow-providers-http | 6.0.5 | 间接 |
| PyPI | apache-airflow-providers-smtp | 3.0.3 | 间接 |
| PyPI | apache-airflow-providers-ssh | 6.0.1 | 间接 |
| PyPI | apache-airflow-providers-standard | 1.18.0 | 间接 |
| PyPI | apache-airflow-task-sdk | 1.3.1 | 间接 |
| PyPI | argcomplete | 3.7.2 | 间接 |
| PyPI | arrow | 1.4.0 | 间接 |
| PyPI | asgiref | 3.12.1 | 间接 |
| PyPI | asn1crypto | 1.5.1 | 间接 |
| PyPI | ast-serialize | 0.10.0 | 间接 |
| PyPI | async-timeout | 5.0.1 | 间接 |
| PyPI | asyncssh | 2.24.0 | 间接 |
| PyPI | attrs | 26.1.0 | 间接 |
| PyPI | babel | 2.18.0 | 间接 |
| PyPI | backports-datetime-fromisoformat | 2.0.3 | 间接 |
| PyPI | backports-strenum | 1.3.1 | 间接 |
| PyPI | backports-tarfile | 1.2.0 | 间接 |
| PyPI | bcrypt | 5.0.0 | 间接 |
| PyPI | beautifulsoup4 | 4.15.0 | 间接 |
| PyPI | boto3 | 1.43.89 | 间接 |
| PyPI | boto3-stubs | 1.43.89 | 间接 |
| PyPI | botocore | 1.43.89 | 间接 |
| PyPI | botocore-stubs | 1.43.67 | 间接 |
| PyPI | cachetools | 7.1.8 | 间接 |
| PyPI | cadwyn | 7.0.0 | 间接 |
| PyPI | cattrs | 26.2.0 | 间接 |
| PyPI | certifi | 2025.1.31 | 间接 |
| PyPI | cffi | 2.1.1 | 间接 |
| PyPI | cfgv | 3.5.0 | 间接 |
| PyPI | chardet | 7.6.0 | 间接 |
| PyPI | charset-normalizer | 3.5.1 | 间接 |
| PyPI | click | 8.5.0 | 间接 |
| PyPI | cloudpickle | 3.1.2 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | colorful | 0.5.8 | 间接 |
| PyPI | colorlog | 6.12.0 | 间接 |
| PyPI | coverage | 7.16.0 | 间接 |
| PyPI | cron-descriptor | 2.1.0 | 间接 |
| PyPI | croniter | 6.2.4 | 间接 |
| PyPI | cryptography | 50.0.1 | 间接 |
| PyPI | daff | 1.4.2 | 间接 |
| PyPI | db-dtypes | 1.7.1 | 间接 |
| PyPI | dbt-adapters | 1.24.5 | 间接 |
| PyPI | dbt-bigquery | 1.12.0 | 间接 |
| PyPI | dbt-common | 1.39.0 | 间接 |
| PyPI | dbt-core-experimental-parser | 2.0.0rc1 | 间接 |
| PyPI | dbt-extractor | 0.6.0 | 间接 |
| PyPI | dbt-postgres | 1.11.0 | 间接 |
| PyPI | dbt-protos | 1.0.565 | 间接 |
| PyPI | dbt-redshift | 1.11.1 | 间接 |
| PyPI | dbt-snowflake | 1.12.0 | 间接 |
| PyPI | dbt-spark | 1.11.0 | 间接 |
| PyPI | decorator | 5.3.1 | 间接 |
| PyPI | deepdiff | 8.6.2 | 间接 |
| PyPI | deprecated | 1.3.1 | 间接 |
| PyPI | dill | 0.4.1 | 间接 |
| PyPI | distlib | 0.4.3 | 间接 |
| PyPI | distro | 1.9.0 | 间接 |
| PyPI | dnspython | 2.8.0 | 间接 |
| PyPI | docstring-parser | 0.18.0 | 间接 |
| PyPI | docutils | 0.21.2 | 间接 |
| PyPI | dulwich | 1.1.0 | 间接 |
| PyPI | email-validator | 2.3.0 | 间接 |
| PyPI | exceptiongroup | 1.3.1 | 间接 |
| PyPI | fastapi | 0.136.3 | 间接 |
| PyPI | fastapi-cli | 0.0.32 | 间接 |
| PyPI | fastjsonschema | 2.22.2 | 间接 |
| PyPI | fastuuid | 0.14.0 | 间接 |
| PyPI | filelock | 3.32.5 | 间接 |
| PyPI | freezegun | 1.5.5 | 间接 |
| PyPI | frozenlist | 1.8.0 | 间接 |
| PyPI | fsspec | 2025.12.0 | 间接 |
| PyPI | future | 1.0.0 | 间接 |
| PyPI | gcloud-aio-auth | 5.5.0 | 间接 |
| PyPI | gcloud-aio-bigquery | 7.1.0 | 间接 |
| PyPI | gcloud-aio-storage | 9.6.4 | 间接 |
| PyPI | gcsfs | 2025.12.0 | 间接 |
| PyPI | google-ads | 31.4.0 | 间接 |
| PyPI | google-analytics-admin | 0.30.1 | 间接 |
| PyPI | google-api-core | 2.36.0 | 间接 |
| PyPI | google-api-python-client | 2.200.0 | 间接 |
| PyPI | google-auth | 2.57.1 | 间接 |
| PyPI | google-auth-httplib2 | 0.4.2 | 间接 |
| PyPI | google-auth-oauthlib | 1.4.1 | 间接 |
| PyPI | google-cloud-aiplatform | 1.148.1 | 间接 |
| PyPI | google-cloud-alloydb | 0.11.1 | 间接 |
| PyPI | google-cloud-appengine-logging | 1.10.0 | 间接 |
| PyPI | google-cloud-audit-log | 0.6.2 | 间接 |
| PyPI | google-cloud-automl | 2.20.1 | 间接 |
| PyPI | google-cloud-batch | 0.22.3 | 间接 |
| PyPI | google-cloud-bigquery | 3.45.0 | 间接 |
| PyPI | google-cloud-bigquery-datatransfer | 3.23.0 | 间接 |
| PyPI | google-cloud-bigquery-storage | 2.41.0 | 间接 |
| PyPI | google-cloud-bigtable | 2.44.0 | 间接 |
| PyPI | google-cloud-build | 3.39.0 | 间接 |
| PyPI | google-cloud-compute | 1.52.0 | 间接 |
| PyPI | google-cloud-container | 2.66.0 | 间接 |
| PyPI | google-cloud-core | 2.7.0 | 间接 |
| PyPI | google-cloud-datacatalog | 3.31.0 | 间接 |
| PyPI | google-cloud-dataflow-client | 0.14.0 | 间接 |
| PyPI | google-cloud-dataform | 0.11.3 | 间接 |
| PyPI | google-cloud-dataplex | 2.20.0 | 间接 |
| PyPI | google-cloud-dataproc | 5.30.0 | 间接 |
| PyPI | google-cloud-dataproc-metastore | 1.23.0 | 间接 |
| PyPI | google-cloud-dlp | 3.39.0 | 间接 |
| PyPI | google-cloud-kms | 3.16.0 | 间接 |
| PyPI | google-cloud-language | 2.21.0 | 间接 |
| PyPI | google-cloud-logging | 3.16.3 | 间接 |
| PyPI | google-cloud-managedkafka | 0.4.1 | 间接 |
| PyPI | google-cloud-memcache | 1.16.0 | 间接 |
| PyPI | google-cloud-monitoring | 2.31.0 | 间接 |
| PyPI | google-cloud-orchestration-airflow | 1.22.0 | 间接 |
| PyPI | google-cloud-os-login | 2.22.0 | 间接 |
| PyPI | google-cloud-pubsub | 2.40.0 | 间接 |
| PyPI | google-cloud-redis | 2.22.0 | 间接 |
| PyPI | google-cloud-resource-manager | 1.18.0 | 间接 |
| PyPI | google-cloud-run | 0.16.1 | 间接 |
| PyPI | google-cloud-secret-manager | 2.30.0 | 间接 |
| PyPI | google-cloud-spanner | 3.71.0 | 间接 |
| PyPI | google-cloud-speech | 2.40.0 | 间接 |
| PyPI | google-cloud-storage | 2.19.0 | 间接 |
| PyPI | google-cloud-storage-control | 1.15.0 | 间接 |
| PyPI | google-cloud-storage-transfer | 1.21.0 | 间接 |
| PyPI | google-cloud-tasks | 2.24.0 | 间接 |
| PyPI | google-cloud-texttospeech | 2.37.0 | 间接 |
| PyPI | google-cloud-translate | 3.27.0 | 间接 |
| PyPI | google-cloud-videointelligence | 2.20.0 | 间接 |
| PyPI | google-cloud-vision | 3.15.0 | 间接 |
| PyPI | google-cloud-workflows | 1.23.0 | 间接 |
| PyPI | google-crc32c | 1.8.0 | 间接 |
| PyPI | google-genai | 1.75.0 | 间接 |
| PyPI | google-resumable-media | 2.10.2 | 间接 |
| PyPI | googleapis-common-protos | 1.75.3 | 间接 |
| PyPI | greenback | 1.3.0 | 间接 |
| PyPI | greenlet | 3.5.5 | 间接 |
| PyPI | grpc-google-iam-v1 | 0.14.5 | 间接 |
| PyPI | grpc-interceptor | 0.15.4 | 间接 |
| PyPI | grpcio | 1.83.1 | 间接 |
| PyPI | grpcio-gcp | 0.2.2 | 间接 |
| PyPI | grpcio-status | 1.83.1 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | hf-xet | 1.6.0 | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | httpcore2 | 2.12.0 | 间接 |
| PyPI | httplib2 | 0.32.0 | 间接 |
| PyPI | httptools | 0.8.0 | 间接 |
| PyPI | httpx | 0.28.1 | 间接 |
| PyPI | httpx2 | 2.12.0 | 间接 |
| PyPI | httpx2-jsfetch | 1.0 | 间接 |
| PyPI | huggingface-hub | 1.30.0 | 间接 |
| PyPI | identify | 2.6.19 | 间接 |
| PyPI | idna | 3.19 | 间接 |
| PyPI | imagesize | 2.0.1 | 间接 |
| PyPI | immutabledict | 4.3.1 | 间接 |
| PyPI | importlib-metadata | 9.0.1 | 间接 |
| PyPI | inflection | 0.5.1 | 间接 |
| PyPI | iniconfig | 2.3.0 | 间接 |
| PyPI | invoke | 3.0.3 | 间接 |
| PyPI | isodate | 0.7.2 | 间接 |
| PyPI | isoduration | 20.11.0 | 间接 |
| PyPI | itsdangerous | 2.2.0 | 间接 |
| PyPI | jaraco-classes | 3.4.0 | 间接 |
| PyPI | jaraco-context | 6.1.2 | 间接 |
| PyPI | jaraco-functools | 4.6.0 | 间接 |
| PyPI | jeepney | 0.9.0 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | jiter | 0.16.0 | 间接 |
| PyPI | jmespath | 1.1.0 | 间接 |
| PyPI | joblib | 1.6.0 | 间接 |
| PyPI | jsonpath-ng | 1.8.0 | 间接 |
| PyPI | jsonschema | 4.26.0 | 间接 |
| PyPI | jsonschema-specifications | 2025.9.1 | 间接 |
| PyPI | jupyter-core | 5.9.1 | 间接 |
| PyPI | keyring | 25.7.0 | 间接 |
| PyPI | lazy-object-proxy | 1.12.0 | 间接 |
| PyPI | leather | 0.4.1 | 间接 |
| PyPI | libcst | 1.9.0 | 间接 |
| PyPI | librt | 0.15.0 | 间接 |
| PyPI | linkify-it-py | 2.2.0 | 间接 |
| PyPI | litellm | 1.82.6 | 间接 |
| PyPI | lockfile | 0.12.2 | 间接 |
| PyPI | looker-sdk | 26.12.0 | 间接 |
| PyPI | lxml | 6.1.3 | 间接 |
| PyPI | mako | 1.4.1 | 间接 |
| PyPI | markdown-it-py | 4.2.0 | 间接 |
| PyPI | markupsafe | 3.0.3 | 间接 |
| PyPI | marshmallow | 4.3.1 | 间接 |
| PyPI | mashumaro | 3.17 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | methodtools | 0.4.7 | 间接 |
| PyPI | metricflow | 0.212.0 | 间接 |
| PyPI | mirakuru | 3.0.3 | 间接 |
| PyPI | mmh3 | 5.3.0 | 间接 |
| PyPI | mock-gcp | 0.2.0 | 间接 |
| PyPI | more-itertools | 10.8.0 | 间接 |
| PyPI | moto | 5.2.3 | 间接 |
| PyPI | msgpack | 1.2.2 | 间接 |
| PyPI | msgspec | 0.21.1 | 间接 |
| PyPI | multidict | 6.7.1 | 间接 |
| PyPI | mypy | 2.3.1 | 间接 |
| PyPI | mypy-boto3-s3 | 1.43.66 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | narwhals | 2.25.0 | 间接 |
| PyPI | natsort | 8.4.0 | 间接 |
| PyPI | nbformat | 5.11.1 | 间接 |
| PyPI | networkx | 3.4.2 | 间接 |
| PyPI | networkx | 3.6.1 | 间接 |
| PyPI | nodeenv | 1.10.0 | 间接 |
| PyPI | numpy | 2.2.6 | 间接 |
| PyPI | numpy | 2.4.6 | 间接 |
| PyPI | numpy | 2.5.3 | 间接 |
| PyPI | oauthlib | 3.3.1 | 间接 |
| PyPI | openai | 3.8.0 | 间接 |
| PyPI | opencensus | 0.11.4 | 间接 |
| PyPI | opencensus-context | 0.1.3 | 间接 |
| PyPI | opentelemetry-api | 1.44.0 | 间接 |
| PyPI | opentelemetry-exporter-otlp | 1.44.0 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.44.0 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-grpc | 1.44.0 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-http | 1.44.0 | 间接 |
| PyPI | opentelemetry-exporter-prometheus | 0.65b0 | 间接 |
| PyPI | opentelemetry-proto | 1.44.0 | 间接 |
| PyPI | opentelemetry-resourcedetector-gcp | 1.14.0 | 间接 |
| PyPI | opentelemetry-sdk | 1.44.0 | 间接 |
| PyPI | opentelemetry-semantic-conventions | 0.65b0 | 间接 |
| PyPI | orderly-set | 5.5.0 | 间接 |
| PyPI | outcome | 1.3.0.post0 | 间接 |
| PyPI | pandas | 2.3.3 | 间接 |
| PyPI | pandas | 3.0.5 | 间接 |
| PyPI | pandas-gbq | 0.35.2 | 间接 |
| PyPI | paramiko | 5.0.0 | 间接 |
| PyPI | parsedatetime | 2.6 | 间接 |
| PyPI | pathlib-abc | 0.5.2 | 间接 |
| PyPI | pathspec | 1.0.4 | 间接 |
| PyPI | pendulum | 3.2.0 | 间接 |
| PyPI | platformdirs | 4.11.7 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | port-for | 1.1.0 | 间接 |
| PyPI | pre-commit | 4.6.2 | 间接 |
| PyPI | prometheus-client | 0.26.0 | 间接 |
| PyPI | propcache | 0.5.2 | 间接 |
| PyPI | proto-plus | 1.28.4 | 间接 |
| PyPI | protobuf | 6.33.6 | 间接 |
| PyPI | psutil | 7.2.2 | 间接 |
| PyPI | psycopg | 3.3.5 | 间接 |
| PyPI | psycopg2-binary | 2.9.12 | 间接 |
| PyPI | pure-sasl | 0.6.2 | 间接 |
| PyPI | py-spy | 0.4.2 | 间接 |
| PyPI | py4j | 0.10.9.9 | 间接 |
| PyPI | pyarrow | 25.0.1 | 间接 |
| PyPI | pyasn1 | 0.6.4 | 间接 |
| PyPI | pyasn1-modules | 0.4.2 | 间接 |
| PyPI | pyathena | 3.36.0 | 间接 |
| PyPI | pycparser | 3.0 | 间接 |
| PyPI | pydantic | 2.13.5 | 间接 |
| PyPI | pydantic-core | 2.46.5 | 间接 |
| PyPI | pydantic-extra-types | 2.11.1 | 间接 |
| PyPI | pydantic-settings | 2.15.0 | 间接 |
| PyPI | pydata-google-auth | 1.9.1 | 间接 |
| PyPI | pygments | 2.21.0 | 间接 |
| PyPI | pygtrie | 2.5.0 | 间接 |
| PyPI | pygtrie | 2.6.1 | 间接 |
| PyPI | pyhive | 0.7.0 | 间接 |
| PyPI | pyjwt | 2.13.0 | 间接 |
| PyPI | pynacl | 1.6.2 | 间接 |
| PyPI | pyodbc | 5.2.0 | 间接 |
| PyPI | pyopenssl | 26.4.0 | 间接 |
| PyPI | pyparsing | 3.3.2 | 间接 |
| PyPI | pyspark | 4.2.0 | 间接 |
| PyPI | pytest | 9.1.1 | 间接 |
| PyPI | pytest-mock | 3.15.1 | 间接 |
| PyPI | pytest-postgresql | 9.1.0 | 间接 |
| PyPI | python-daemon | 3.1.2 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | python-discovery | 1.6.0 | 间接 |
| PyPI | python-dotenv | 1.2.3 | 间接 |
| PyPI | python-multipart | 0.0.32 | 间接 |
| PyPI | python-slugify | 8.0.4 | 间接 |
| PyPI | pytimeparse | 1.1.8 | 间接 |
| PyPI | pytz | 2026.3.post1 | 间接 |
| PyPI | pywin32-ctypes | 0.2.3 | 间接 |
| PyPI | pyyaml | 6.0.3 | 间接 |
| PyPI | pyyaml-ft | 8.0.0 | 间接 |
| PyPI | rapidfuzz | 3.14.5 | 间接 |
| PyPI | rapidfuzz | 3.14.6 | 间接 |
| PyPI | ray | 2.58.0 | 间接 |
| PyPI | redshift-connector | 2.1.16 | 间接 |
| PyPI | referencing | 0.37.0 | 间接 |
| PyPI | regex | 2026.9.3 | 间接 |
| PyPI | requests | 2.34.2 | 间接 |
| PyPI | requests-oauthlib | 2.0.0 | 间接 |
| PyPI | requests-toolbelt | 1.0.0 | 间接 |
| PyPI | responses | 0.26.3 | 间接 |
| PyPI | rich | 15.0.0 | 间接 |
| PyPI | rich-argparse | 1.8.0 | 间接 |
| PyPI | rich-toolkit | 0.20.4 | 间接 |
| PyPI | rpds-py | 0.30.0 | 间接 |
| PyPI | rpds-py | 2026.6.3 | 间接 |
| PyPI | rsa | 4.9.1 | 间接 |
| PyPI | ruamel-yaml | 0.19.1 | 间接 |
| PyPI | ruff | 0.16.6 | 间接 |
| PyPI | s3transfer | 0.19.2 | 间接 |
| PyPI | sagemaker-studio | 1.0.27 | 间接 |
| PyPI | scikit-learn | 1.5.2 | 间接 |
| PyPI | scikit-learn | 1.9.0 | 间接 |
| PyPI | scipy | 1.15.3 | 间接 |
| PyPI | scipy | 1.17.1 | 间接 |
| PyPI | scipy | 1.18.1 | 间接 |
| PyPI | scramp | 1.4.17 | 间接 |
| PyPI | secretstorage | 3.5.0 | 间接 |
| PyPI | setproctitle | 1.3.7 | 间接 |
| PyPI | setuptools | 84.0.0 | 间接 |
| PyPI | shellingham | 1.5.4 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | smart-open | 8.0.1 | 间接 |
| PyPI | sniffio | 1.3.1 | 间接 |
| PyPI | snowballstemmer | 3.1.1 | 间接 |
| PyPI | snowflake-connector-python | 4.7.3 | 间接 |
| PyPI | snowplow-tracker | 1.1.0 | 间接 |
| PyPI | sortedcontainers | 2.4.0 | 间接 |
| PyPI | soupsieve | 2.9.2 | 间接 |
| PyPI | sphinx | 7.4.7 | 间接 |
| PyPI | sphinx-copybutton | 0.5.2 | 间接 |
| PyPI | sphinx-rtd-theme | 3.0.2 | 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-jquery | 4.1 | 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 | sqlalchemy | 2.0.52 | 间接 |
| PyPI | sqlalchemy-bigquery | 1.17.2 | 间接 |
| PyPI | sqlalchemy-spanner | 1.20.1 | 间接 |
| PyPI | sqlglot | 30.18.0 | 间接 |
| PyPI | sqlparams | 6.2.0 | 间接 |
| PyPI | sqlparse | 0.6.0 | 间接 |
| PyPI | starlette | 1.6.0 | 间接 |
| PyPI | structlog | 26.1.0 | 间接 |
| PyPI | svcs | 26.2.0 | 间接 |
| PyPI | tabulate | 0.10.0 | 间接 |
| PyPI | tenacity | 9.1.4 | 间接 |
| PyPI | termcolor | 3.3.0 | 间接 |
| PyPI | text-unidecode | 1.3 | 间接 |
| PyPI | threadpoolctl | 3.6.0 | 间接 |
| PyPI | thrift | 0.22.0 | 间接 |
| PyPI | thrift-sasl | 0.4.3 | 间接 |
| PyPI | tiktoken | 0.14.0 | 间接 |
| PyPI | tokenizers | 0.23.2 | 间接 |
| PyPI | tomli | 2.4.1 | 间接 |
| PyPI | tomlkit | 0.15.1 | 间接 |
| PyPI | tqdm | 4.70.0 | 间接 |
| PyPI | traitlets | 5.16.1 | 间接 |
| PyPI | truststore | 0.10.4 | 间接 |
| PyPI | typer | 0.27.2 | 间接 |
| PyPI | types-freezegun | 1.1.10 | 间接 |
| PyPI | types-protobuf | 7.35.1.20260906 | 间接 |
| PyPI | types-pyyaml | 6.0.12.20260906 | 间接 |
| PyPI | types-s3transfer | 0.16.0 | 间接 |
| PyPI | typing-extensions | 4.16.0 | 间接 |
| PyPI | typing-inspection | 0.4.4 | 间接 |
| PyPI | tzdata | 2026.3 | 间接 |
| PyPI | universal-pathlib | 0.3.10 | 间接 |
| PyPI | uritemplate | 4.2.0 | 间接 |
| PyPI | urllib3 | 2.7.0 | 间接 |
| PyPI | uuid6 | 2025.0.1 | 间接 |
| PyPI | uvicorn | 0.52.4 | 间接 |
| PyPI | uvloop | 0.22.1 | 间接 |
| PyPI | virtualenv | 21.7.8 | 间接 |
| PyPI | watchfiles | 1.2.0 | 间接 |
| PyPI | watchtower | 3.4.0 | 间接 |
| PyPI | websockets | 16.1.1 | 间接 |
| PyPI | werkzeug | 3.1.8 | 间接 |
| PyPI | wirerope | 1.0.0 | 间接 |
| PyPI | wrapt | 2.4.0 | 间接 |
| PyPI | xmltodict | 1.0.4 | 间接 |
| PyPI | yarl | 1.24.5 | 间接 |
| PyPI | zipp | 4.1.0 | 间接 |
该仓库未发布可被索引解析的包,因此评估的是其自身的依赖图——共 403 个包,其中也包含从不交付的开发与测试版本固定:5 个存在已知公告,1 个为直接依赖。
| 软件包 | 版本 | 关系 | 严重程度 | 公告数 | 修复版本 |
|---|---|---|---|---|---|
| apache-airflow | 3.3.1 | 直接 | 严重 | 3 | 3.3.2 |
| litellm | 1.82.6 | 间接 | 严重 | 29 | 1.84.0 |
| apache-airflow-providers-google | 22.1.0 | 间接 | 高 | 3 | 22.3.0 |
| dulwich | 1.1.0 | 间接 | 高 | 10 | 1.2.5 |
| thrift | 0.22.0 | 间接 | 高 | 6 | 0.24.0 |
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。