公开记录
软件健康报告模式 0.34.0 · 指标 2.10.0 · 2026-09-18 16:42 UTC

lablup / backend.ai

Backend.AI is a streamlined, container-based computing cluster platform that hosts popular computing/ML frameworks and diverse programming languages, with pluggable heterogeneous accelerator support including CUDA GPU, ROCm GPU, Gaudi NPU, Google TPU, GraphCore IPU and other NPUs.

PythonLGPL-3.0★ 670 星标⑂ 183 复刻始于 2016年10月在 GitHub 上查看 ↗
类型库网络服务如何判定
#python#docker#distributed-computing#api#documentation#cloud-computing#backendai#containers#hpc#monitoring#paas

lablup/backend.ai 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Vitality（96/100），最低的是Security（56/100）。 最近一次更新在今天。 近期的大部分工作由 3 位贡献者完成。

94
总分 / 100
卓越

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，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。

94
卓越93-100公开记录中的最高层级（约前 5%）；基本满足所有检验标准
优秀80-92各方面均表现强劲；仅有少量不足
良好65-79健康；不足之处有限且可控
中等50-64可接受，但存在明显不足；建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节；采用时应保持审慎
危急1-19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。

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）。

所有权

Lablup组织 · 域名已验证
179 关注者151 个公开仓库始于 2015年3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
PyPIbackend.ai22.3.0-171607 天前

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？

96卓越 · 占总体的 21%

开发活跃度

100卓越
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
36/36提交节奏 — 52 周中有 52 周有提交
18/18提交量 — 最近一年 2,859 次提交
10/10OpenSSF Scorecard：Maintained — 30 commit(s) and 22 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year2,859
human_commit_share1
days_since_last_push0
active_weeks_last_year52

发布纪律

90优秀
评分方式
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 1 天前
27/27发布节奏 — 约每 5.6 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_count100
latest_release_tag26.9.0a3
releases_from_tags否
days_since_latest_release1
mean_days_between_releases5.6

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？

74良好 · 占总体的 17%

流行度与采用

72良好
评分方式
45.8/60星标 — 670 个星标
18.8/25复刻 — 183 个复刻
7.2/15关注者 — 21 位关注者
所用输入
forks183
stars670
watchers21
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

77良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证（LGPL-3.0）
18/18CONTRIBUTING 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是
has_license是
readme_badges3
has_contributing是
has_issue_template否
has_code_of_conduct否
readme_badge_servicesbadge.fury.io, shields.io
has_pull_request_template是

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？

79良好 · 占总体的 23%

维护者韧性（巴士系数）

77良好
评分方式
36/54巴士系数 — 3 位贡献者贡献了半数提交
17.9/22.5提交分布 — 头号贡献者编写了 20% 的提交
13.5/13.5贡献者广度 — 91 位贡献者
10/10OpenSSF Scorecard：Contributors — project has 46 contributing companies or organizations
所用输入
bus_factor3
contributors_sampled91
top_contributor_share0.205

议题与 PR 响应能力

77良好
评分方式
32.3/42议题解决 — 77% 的议题已关闭
25.7/30PR 接受 — 已裁定的 PR 中 6,736/7,877 已合并
0/13Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决
9/15OpenSSF Scorecard：Code-Review — Found 18/30 approved changesets -- score normalized to 6
所用输入
merged_prs6,736
open_issues1,572
closed_issues5,270
prs_merged_7d54
prs_decided_7d59
prs_merged_30d54
prs_decided_30d59
issue_closed_ratio0.77
closed_unmerged_prs1,141
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
已排除计分（无数据或不适用）：Newcomer PR acceptance。 其余权重已重新归一化。

所有权与托管责任

91优秀
评分方式
30/30所有权背书 — 组织持有
20/20已验证域名
16.2/25所有者影响力 — lablup 有 179 位关注者
25/25既往记录 — 151 个公开仓库，账户约 11 年
所用输入
followers179
owner_typeOrganization
is_verified是
owner_loginlablup
public_repos151
account_age_days4,219

软件包维护

69良好
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
4/35发布时效 — 最近一次发布于 1,607 天前
20/20版本历史 — 17 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
packagesbackend.ai
ecosystemspypi
any_deprecated否
min_days_since_publish1,607

工程质量

基础的工程与文档实践是否到位？

94卓越 · 占总体的 19%

工程实践

90优秀
评分方式
24/24CI 工作流 — 28 个工作流
24/24存在测试
16/16Linter 配置 — pyproject.toml ([tool.ruff], [tool.black])
0/9.6Pre-commit 钩子
6.4/6.4.editorconfig
20/20OpenSSF Scorecard：CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci是
has_tests是
has_editorconfig是
has_linter_config是
has_precommit_config否

文档

100卓越
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://www.backend.ai
10/10仓库描述
10/10主题标签 — 11 个主题标签
10/10Wiki
所用输入
topicspython, docker, distributed-computing, api, documentation, cloud-computing, backendai, containers, hpc, monitoring, paas
has_wiki是
homepagehttps://www.backend.ai
docs_sitehttps://www.backend.ai
has_readme是
has_docs_dir是
has_description是

安全

可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？

56中等 · 占总体的 16%

安全态势

52中等
评分方式
0/7.5Binary-Artifacts — binaries present in source code
3/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
4.5/7.5Code-Review — Found 18/30 approved changesets -- score normalized to 6
2.5/2.5Contributors — project has 46 contributing companies or organizations
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 22 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 48 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate5.2

依赖安全公告

74良好
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
6.8/25间接依赖不含已知公告 — 1 个受影响：aiohttp 3.8.6 (critical 9.1)
32.6/40没有长期未处理的公告 — 1 个携带公告的软件包超过 90 天未处理；最早一条发布于 1,025 天前
所用输入
sourceosv
advisories80
affected_packages1
assessed_packages28
unassessed_packages0
affected_by_severitycritical 1
direct_affected_packages0
比对的是 pypi:backend.ai@22.3.0 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 28 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？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。

81优秀 · 占总体的 4%

AI 代理上下文与指引

85优秀
评分方式
45/45代理指令 — .github/AGENTS.md, .github/CLAUDE.md, AGENTS.md, CLAUDE.md, configs/AGENTS.md, configs/CLAUDE.md, proposals/AGENTS.md, proposals/BEP-1035/agent.md, proposals/CLAUDE.md, scripts/AGENTS.md, scripts/CLAUDE.md, src/ai/backend/accelerator/AGENTS.md, src/ai/backend/agent/AGENTS.md, src/ai/backend/agent/CLAUDE.md, src/ai/backend/client/cli/v2/AGENTS.md, src/ai/backend/client/cli/v2/CLAUDE.md, src/ai/backend/client/v2/AGENTS.md, src/ai/backend/client/v2/CLAUDE.md, src/ai/backend/common/AGENTS.md, src/ai/backend/common/CLAUDE.md, src/ai/backend/common/dto/AGENTS.md, src/ai/backend/common/dto/CLAUDE.md, src/ai/backend/common/dto/manager/v2/AGENTS.md, src/ai/backend/common/dto/manager/v2/CLAUDE.md, src/ai/backend/common/events/AGENTS.md, src/ai/backend/common/message_queue/AGENTS.md, src/ai/backend/common/schema/AGENTS.md, src/ai/backend/common/schema/CLAUDE.md, src/ai/backend/common/tristate/AGENTS.md, src/ai/backend/manager/AGENTS.md, src/ai/backend/manager/CLAUDE.md, src/ai/backend/manager/actions/AGENTS.md, src/ai/backend/manager/actions/CLAUDE.md, src/ai/backend/manager/api/AGENTS.md, src/ai/backend/manager/api/CLAUDE.md, src/ai/backend/manager/api/adapters/AGENTS.md, src/ai/backend/manager/api/gql/AGENTS.md, src/ai/backend/manager/api/gql/CLAUDE.md, src/ai/backend/manager/api/rest/v2/AGENTS.md, src/ai/backend/manager/api/rest/v2/CLAUDE.md, src/ai/backend/manager/bgtask/AGENTS.md, src/ai/backend/manager/data/AGENTS.md, src/ai/backend/manager/data/CLAUDE.md, src/ai/backend/manager/dto/AGENTS.md, src/ai/backend/manager/dto/CLAUDE.md, src/ai/backend/manager/errors/AGENTS.md, src/ai/backend/manager/models/AGENTS.md, src/ai/backend/manager/models/CLAUDE.md, src/ai/backend/manager/models/alembic/AGENTS.md, src/ai/backend/manager/models/alembic/CLAUDE.md, src/ai/backend/manager/models/specs/AGENTS.md, src/ai/backend/manager/models/specs/CLAUDE.md, src/ai/backend/manager/repositories/AGENTS.md, src/ai/backend/manager/repositories/CLAUDE.md, src/ai/backend/manager/services/AGENTS.md, src/ai/backend/manager/services/CLAUDE.md, src/ai/backend/manager/sokovan/AGENTS.md, src/ai/backend/manager/sokovan/CLAUDE.md, src/ai/backend/manager/views/AGENTS.md, src/ai/backend/manager/views/CLAUDE.md, src/ai/backend/plugin/AGENTS.md, src/ai/backend/storage/AGENTS.md, src/ai/backend/storage/CLAUDE.md, tests/AGENTS.md, tests/CLAUDE.md, tests/component/AGENTS.md, tests/component/CLAUDE.md, tests/integration/AGENTS.md, tests/integration/CLAUDE.md, tests/scenario/AGENTS.md, tests/scenario/CLAUDE.md, tests/unit/AGENTS.md, tests/unit/CLAUDE.md
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 100 次说明了意图（结构化标题或解释性正文）
所用输入
has_llms_txt否
llms_txt_url—
legible_history_share1
agent_instruction_files.github/AGENTS.md, .github/CLAUDE.md, AGENTS.md, CLAUDE.md, configs/AGENTS.md, configs/CLAUDE.md, proposals/AGENTS.md, proposals/BEP-1035/agent.md, proposals/CLAUDE.md, scripts/AGENTS.md, scripts/CLAUDE.md, src/ai/backend/accelerator/AGENTS.md, src/ai/backend/agent/AGENTS.md, src/ai/backend/agent/CLAUDE.md, src/ai/backend/client/cli/v2/AGENTS.md, src/ai/backend/client/cli/v2/CLAUDE.md, src/ai/backend/client/v2/AGENTS.md, src/ai/backend/client/v2/CLAUDE.md, src/ai/backend/common/AGENTS.md, src/ai/backend/common/CLAUDE.md, src/ai/backend/common/dto/AGENTS.md, src/ai/backend/common/dto/CLAUDE.md, src/ai/backend/common/dto/manager/v2/AGENTS.md, src/ai/backend/common/dto/manager/v2/CLAUDE.md, src/ai/backend/common/events/AGENTS.md, src/ai/backend/common/message_queue/AGENTS.md, src/ai/backend/common/schema/AGENTS.md, src/ai/backend/common/schema/CLAUDE.md, src/ai/backend/common/tristate/AGENTS.md, src/ai/backend/manager/AGENTS.md, src/ai/backend/manager/CLAUDE.md, src/ai/backend/manager/actions/AGENTS.md, src/ai/backend/manager/actions/CLAUDE.md, src/ai/backend/manager/api/AGENTS.md, src/ai/backend/manager/api/CLAUDE.md, src/ai/backend/manager/api/adapters/AGENTS.md, src/ai/backend/manager/api/gql/AGENTS.md, src/ai/backend/manager/api/gql/CLAUDE.md, src/ai/backend/manager/api/rest/v2/AGENTS.md, src/ai/backend/manager/api/rest/v2/CLAUDE.md, src/ai/backend/manager/bgtask/AGENTS.md, src/ai/backend/manager/data/AGENTS.md, src/ai/backend/manager/data/CLAUDE.md, src/ai/backend/manager/dto/AGENTS.md, src/ai/backend/manager/dto/CLAUDE.md, src/ai/backend/manager/errors/AGENTS.md, src/ai/backend/manager/models/AGENTS.md, src/ai/backend/manager/models/CLAUDE.md, src/ai/backend/manager/models/alembic/AGENTS.md, src/ai/backend/manager/models/alembic/CLAUDE.md, src/ai/backend/manager/models/specs/AGENTS.md, src/ai/backend/manager/models/specs/CLAUDE.md, src/ai/backend/manager/repositories/AGENTS.md, src/ai/backend/manager/repositories/CLAUDE.md, src/ai/backend/manager/services/AGENTS.md, src/ai/backend/manager/services/CLAUDE.md, src/ai/backend/manager/sokovan/AGENTS.md, src/ai/backend/manager/sokovan/CLAUDE.md, src/ai/backend/manager/views/AGENTS.md, src/ai/backend/manager/views/CLAUDE.md, src/ai/backend/plugin/AGENTS.md, src/ai/backend/storage/AGENTS.md, src/ai/backend/storage/CLAUDE.md, tests/AGENTS.md, tests/CLAUDE.md, tests/component/AGENTS.md, tests/component/CLAUDE.md, tests/integration/AGENTS.md, tests/integration/CLAUDE.md, tests/scenario/AGENTS.md, tests/scenario/CLAUDE.md, tests/unit/AGENTS.md, tests/unit/CLAUDE.md
agent_instruction_max_bytes14,040

验证循环（构建 / 测试 / 类型检查）

87优秀
评分方式
18/18一条命令的引导启动 — docs/Makefile
22/22自动化测试
11/11Lint / 格式化配置 — pyproject.toml ([tool.ruff], [tool.black])
11/11静态类型检查 — src/ai/backend/accelerator/cuda_open/py.typed, src/ai/backend/accelerator/furiosa/py.typed, src/ai/backend/accelerator/habana/py.typed, src/ai/backend/accelerator/hyperaccel/py.typed, src/ai/backend/accelerator/ipu/py.typed, src/ai/backend/accelerator/mock/py.typed, src/ai/backend/accelerator/rebellions/py.typed, src/ai/backend/accelerator/rocm/py.typed, src/ai/backend/accelerator/tenstorrent/py.typed, src/ai/backend/accelerator/tpu/py.typed, src/ai/backend/account_manager/py.typed, src/ai/backend/agent/py.typed, src/ai/backend/appproxy/common/py.typed, src/ai/backend/appproxy/coordinator/py.typed, src/ai/backend/appproxy/worker/py.typed, src/ai/backend/cli/py.typed, src/ai/backend/client/py.typed, src/ai/backend/common/plugin/py.typed, src/ai/backend/common/py.typed, src/ai/backend/install/py.typed, src/ai/backend/logging/py.typed, src/ai/backend/manager/api/py.typed, src/ai/backend/manager/py.typed, src/ai/backend/plugin/py.typed, src/ai/backend/storage/py.typed, src/ai/backend/test/py.typed, src/ai/backend/web/py.typed
10/10可复现环境 — devcontainer, Dockerfile
10/10已体现的代理实践 — 最近 100 次提交中有 95 次由代理编写或署名代理
5/8自动化维护 — 已配置依赖自动化，但在抽样提交中未观察到
0/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix否
has_tests是
lockfiles—
has_dockerfile是
typed_language否
bootstrap_filesdocs/Makefile
has_devcontainer是
has_linter_config是
typecheck_configssrc/ai/backend/accelerator/cuda_open/py.typed, src/ai/backend/accelerator/furiosa/py.typed, src/ai/backend/accelerator/habana/py.typed, src/ai/backend/accelerator/hyperaccel/py.typed, src/ai/backend/accelerator/ipu/py.typed, src/ai/backend/accelerator/mock/py.typed, src/ai/backend/accelerator/rebellions/py.typed, src/ai/backend/accelerator/rocm/py.typed, src/ai/backend/accelerator/tenstorrent/py.typed, src/ai/backend/accelerator/tpu/py.typed, src/ai/backend/account_manager/py.typed, src/ai/backend/agent/py.typed, src/ai/backend/appproxy/common/py.typed, src/ai/backend/appproxy/coordinator/py.typed, src/ai/backend/appproxy/worker/py.typed, src/ai/backend/cli/py.typed, src/ai/backend/client/py.typed, src/ai/backend/common/plugin/py.typed, src/ai/backend/common/py.typed, src/ai/backend/install/py.typed, src/ai/backend/logging/py.typed, src/ai/backend/manager/api/py.typed, src/ai/backend/manager/py.typed, src/ai/backend/plugin/py.typed, src/ai/backend/storage/py.typed, src/ai/backend/test/py.typed, src/ai/backend/web/py.typed
agent_commit_share0.95
toolchain_manifests—
dependency_bot_commit_share0

面向模型的代码可读性

81优秀
评分方式
27/45可类型检查的代码 — Python，已配置类型检查（src/ai/backend/accelerator/cuda_open/py.typed, src/ai/backend/accelerator/furiosa/py.typed, src/ai/backend/accelerator/habana/py.typed, src/ai/backend/accelerator/hyperaccel/py.typed, src/ai/backend/accelerator/ipu/py.typed, src/ai/backend/accelerator/mock/py.typed, src/ai/backend/accelerator/rebellions/py.typed, src/ai/backend/accelerator/rocm/py.typed, src/ai/backend/accelerator/tenstorrent/py.typed, src/ai/backend/accelerator/tpu/py.typed, src/ai/backend/account_manager/py.typed, src/ai/backend/agent/py.typed, src/ai/backend/appproxy/common/py.typed, src/ai/backend/appproxy/coordinator/py.typed, src/ai/backend/appproxy/worker/py.typed, src/ai/backend/cli/py.typed, src/ai/backend/client/py.typed, src/ai/backend/common/plugin/py.typed, src/ai/backend/common/py.typed, src/ai/backend/install/py.typed, src/ai/backend/logging/py.typed, src/ai/backend/manager/api/py.typed, src/ai/backend/manager/py.typed, src/ai/backend/plugin/py.typed, src/ai/backend/storage/py.typed, src/ai/backend/test/py.typed, src/ai/backend/web/py.typed）
54.3/55可控的文件大小 — 采样的 8,574 个源文件中有 111 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes7,011,550
source_files_sampled8,574
oversized_source_files111

机器可读接口

60中等
评分方式
40/40API 模式（OpenAPI/GraphQL/proto） — docs/manager/graphql-reference/schema.graphql, docs/manager/graphql-reference/supergraph.graphql, docs/manager/graphql-reference/v2-public-schema.graphql, docs/manager/graphql-reference/v2-schema.graphql, docs/manager/rest-reference/openapi.json, proposals/BEP-1012/api/schema.graphql
20/20MCP 服务器
0/40可运行示例
所用输入
example_dirs—
has_mcp_signal是
api_schema_filesdocs/manager/graphql-reference/schema.graphql, docs/manager/graphql-reference/supergraph.graphql, docs/manager/graphql-reference/v2-public-schema.graphql, docs/manager/graphql-reference/v2-schema.graphql, docs/manager/rest-reference/openapi.json, proposals/BEP-1012/api/schema.graphql
interfaces_expected_ofnetwork-service

关键数据

670GitHub 星标
91贡献者
2,859最近 12 个月提交数
0距最近推送天数
100发布版本数
3巴士系数（bus factor）
1,572开放议题
PyPI软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • pypi download statistics for 'backend.ai' unavailable this scan (stats endpoint failed after retries); adoption may be under-evidenced

更多细节

Star 与 Fork 历史 0 ★ / 183 ⇿
0Star
183Fork
95发布

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。

04080120160200168132016-122021-102026-08
主版本 0次版本 14修订 56

每个点涵盖 9 天。

OpenSSF Scorecard 5.2 / 10
5.2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 · 2026-09-18 16:39 UTC

0Binary-Artifactsbinaries present in source code
4Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
6Code-ReviewFound 18/30 approved changesets -- score normalized to 6
10Contributorsproject has 46 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 22 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities48 existing vulnerabilities detected
全部依赖 146

来自 GitHub 依赖图的完整解析依赖集合：0 个直接依赖与 146 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
PyPIaioboto3—间接
PyPIaiodataloader—间接
PyPIaiodns3.2间接
PyPIaiodocker0.27.0间接
PyPIaiofiles—间接
PyPIaiohttp—间接
PyPIaiohttp-cors—间接
PyPIaiohttp-jinja2—间接
PyPIaiohttp-remotes—间接
PyPIaiohttp-sse—间接
PyPIaiomonitor—间接
PyPIaioresponses—间接
PyPIaiosqlite—间接
PyPIaiotools—间接
PyPIaiotusclient—间接
PyPIalembic—间接
PyPIappdirs—间接
PyPIasync-timeout—间接
PyPIasyncpg—间接
PyPIasynctest—间接
PyPIasyncudp—间接
PyPIattrs—间接
PyPIauthlib—间接
PyPIbackend-ai-krunner-alpine5.4.0间接
PyPIbackend-ai-krunner-static-gnu4.4.0间接
PyPIbcrypt—间接
PyPIblack—间接
PyPIboto3—间接
PyPIcachetools—间接
PyPIcallosum—间接
PyPIcattrs—间接
PyPIclick—间接
PyPIcolorama—间接
PyPIcoloredlogs—间接
PyPIcoverage—间接
PyPIcryptography—间接
PyPIcython—间接
PyPIdataclasses-json—间接
PyPIetcd-client-py—间接
PyPIfaker—间接
PyPIgraphene—间接
PyPIgraphene-federation—间接
PyPIgraphql-core—间接
PyPIgraphql-relay—间接
PyPIgraypy2.1.0间接
PyPIhabana-pyhlml—间接
PyPIhiredis—间接
PyPIhttpx—间接
PyPIhuggingface-hub—间接
PyPIhumanize—间接
PyPIifaddr—间接
PyPIinquirer—间接
PyPIjanus—间接
PyPIjinja2—间接
PyPIjupyter-client—间接
PyPIkubernetes—间接
PyPIkubernetes-asyncio—间接
PyPIlark—间接
PyPImemray—间接
PyPImore-itertools—间接
PyPImsgpack—间接
PyPImultidict—间接
PyPImypy1.18.2间接
PyPInamedlist—间接
PyPInetworkx—间接
PyPIopentelemetry-api—间接
PyPIopentelemetry-exporter-otlp-proto-grpc—间接
PyPIopentelemetry-instrumentation-aiohttp-client—间接
PyPIopentelemetry-instrumentation-aiohttp-server—间接
PyPIopentelemetry-instrumentation-logging—间接
PyPIopentelemetry-sdk—间接
PyPIorjson—间接
PyPIpackaging—间接
PyPIpexpect—间接
PyPIprometheus-client—间接
PyPIpsutil—间接
PyPIpycares—间接
PyPIpycryptodome—间接
PyPIpydantic—间接
PyPIpygments—间接
PyPIpyhumps—间接
PyPIpyjwt—间接
PyPIpyotp—间接
PyPIpyroscope-io—间接
PyPIpytest—间接
PyPIpytest-aiohttp—间接
PyPIpytest-asyncio—间接
PyPIpytest-cov—间接
PyPIpytest-custom-exit-code—间接
PyPIpytest-dependency—间接
PyPIpytest-mock—间接
PyPIpytest-timeout—间接
PyPIpython-dateutil—间接
PyPIpython-dotenv—间接
PyPIpython-json-logger—间接
PyPIpyyaml—间接
PyPIpyzmq—间接
PyPIredis—间接
PyPIrich—间接
PyPIrtds-action—间接
PyPIruamel-yaml—间接
PyPIsetproctitle—间接
PyPIsetuptools—间接
PyPIsphinx—间接
PyPIsphinx-autodoc-typehints—间接
PyPIsphinx-intl—间接
PyPIsphinx-rtd-theme—间接
PyPIsphinxcontrib-mermaid—间接
PyPIsphinxcontrib-trio—间接
PyPIsqlalchemy—间接
PyPIstrawberry-graphql—间接
PyPItabulate—间接
PyPItemporenc—间接
PyPItenacity—间接
PyPItestcontainers—间接
PyPItextual—间接
PyPItoml—间接
PyPItomli—间接
PyPItomli-w—间接
PyPItomlkit—间接
PyPItowncrier—间接
PyPItqdm—间接
PyPItrafaret—间接
PyPItreelib—间接
PyPItt-smi—间接
PyPItypeguard—间接
PyPItypes-aiofiles—间接
PyPItypes-cachetools—间接
PyPItypes-colorama—间接
PyPItypes-jinja2—间接
PyPItypes-pexpect—间接
PyPItypes-psutil—间接
PyPItypes-python-dateutil—间接
PyPItypes-pyyaml—间接
PyPItypes-redis—间接
PyPItypes-setuptools—间接
PyPItypes-six—间接
PyPItypes-tabulate—间接
PyPItypes-toml—间接
PyPItypes-tqdm—间接
PyPItyping-extensions—间接
PyPIuvloop—间接
PyPIvalkey-glide—间接
PyPIwheel—间接
PyPIyarl—间接
PyPIzipstream-new—间接
依赖安全公告 1

安装 pypi:backend.ai@22.3.0 会引入 28 个包（直接与传递）：其中 1 个存在已知公告，0 个为直接依赖。

软件包版本关系严重程度公告数修复版本
aiohttp3.8.6间接严重803.14.3

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

反馈

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。

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相关记录

与 lablup/backend.ai 共享目录标签或生态系统的已检测仓库。 并排阅读 →

99IBM/mcp-context-forgeAn AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.卓越100aws/aws-sam-cliCLI tool to build, test, debug, and deploy Serverless applications using AWS SAM卓越99quantumlib/CirqPython framework for creating, editing, and running Noisy Intermediate-Scale Quantum (NISQ) circuits.卓越99litestar-org/litestarLight, flexible and extensible ASGI framework | Built to scale卓越99cilium/ciliumeBPF-based Networking, Security, and Observability卓越99podman-container-tools/podmanPodman: A tool for managing OCI containers and pods.卓越

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 v2.10.0、模式 v0.34.0—— 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.