公开记录存在风险
软件健康报告模式 0.25.0 · 指标 1.13.0 · 2026-07-21 22:17 UTC
pythonprofilers / memory_profiler
Monitor Memory usage of Python code
pythonprofilers/memory_profiler 的健康指数为 100 分中的 30 分，处于「存在风险」区间。 其得分最高的类别是Community & Adoption（77/100），最低的是Vitality（13/100）。 最近一次更新在 813 天前。 近期的大部分工作由 2 位贡献者完成。
30
总分 / 100软件健康指数
指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 49（有风险）的上限。AI 就绪度不计入总体分。
30
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
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。
Abandonment Policy applies a 60% multiplier to weighted overall health and gives it a ceiling of 49.
所有权
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 |
|---|---|---|---|---|---|
| PyPI | memory_profiler | 0.61.0 | 9,159,350 | 58 | 1344 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？
13
开发活跃度
1危急
疑似弃置
有工作送达，却无人处理
826 天内没有人类提交不计自动化提交拉取请求无人回应问题无人回应OpenSSF Scorecard 判定其缺乏维护总体评级上限：存在风险
仅有沉默从不构成判定——一个小而完备的库可能多年无需提交。此提示需同时满足两点：长期没有人类提交，且项目明显未履行应尽的义务。自动化提交不计作维护。
弃置状态如何评估评分方式
| 0/36 | 推送新近度 — 最近一次推送于 813 天前 |
| 0/36 | 提交节奏 — 52 周中有 0 周有提交 |
| 0/18 | 提交量 — 最近一年 0 次提交 |
| 0/10 | OpenSSF Scorecard：Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
所用输入
| commits_last_year | 0 |
| human_commit_share | 1 |
| days_since_last_push | 813 |
| active_weeks_last_year | 0 |
发布纪律
32存在风险
评分方式
| 16.2/27 | 有发布版本 — 1 个版本标签（无 GitHub 发布版本） |
| 0/36 | 发布时效 — 最近一次发布版本于 2,101 天前 |
| 12.6/27 | 发布节奏 — 节奏未知（仅一次发布） |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 1 |
| latest_release_tag | 0.58.0 |
| releases_from_tags | 是 |
| days_since_latest_release | 2,101 |
| mean_days_between_releases | — |
已排除计分（无数据或不适用）：OpenSSF Scorecard：Signed-Releases。 其余权重已重新归一化。
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？
77
流行度与采用
92优秀
评分方式
| 59.4/60 | 星标 — 4,572 个星标 |
| 21.5/25 | 复刻 — 384 个复刻 |
| 10.6/15 | 关注者 — 81 位关注者 |
所用输入
| forks | 384 |
| stars | 4,572 |
| watchers | 81 |
| growth_state | organic |
| growth_factor_pct | 100 |
社区健康
44存在风险
评分方式
| 22.5/22.5 | README |
| 16.9/22.5 | 许可证 — 存在许可证文件，但不是可识别的许可证 |
| 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 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
生态采用（下载量）
100优秀
评分方式
| 80/80 | 月度下载量 — pypi 合计每月 9,159,350 次下载 |
| 0/20 | 注册表被依赖数 — 该生态系统不报告此项 |
所用输入
| packages | memory_profiler |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 9,159,350 |
已排除计分（无数据或不适用）：注册表被依赖数。 其余权重已重新归一化。
可持续性与治理
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？
61
维护者韧性（巴士系数）
62中等
评分方式
| 25.2/54 | 巴士系数 — 2 位贡献者贡献了半数提交 |
| 13/22.5 | 提交分布 — 头号贡献者编写了 42% 的提交 |
| 13.5/13.5 | 贡献者广度 — 80 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 53 contributing companies or organizations |
所用输入
| bus_factor | 2 |
| contributors_sampled | 80 |
| top_contributor_share | 0.421 |
议题与 PR 响应能力
64中等
评分方式
| 22.5/46.8 | 议题解决 — 48% 的议题已关闭 |
| 34.5/38.3 | PR 接受 — 已裁定的 PR 中 137/152 已合并 |
| 7.5/15 | OpenSSF Scorecard：Code-Review — Found 6/11 approved changesets -- score normalized to 5 |
所用输入
| merged_prs | 137 |
| open_issues | 126 |
| closed_issues | 117 |
| issue_closed_ratio | 0.481 |
| closed_unmerged_prs | 15 |
所有权与托管责任
52中等
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 7.5/25 | 所有者影响力 — pythonprofilers 有 10 位关注者 |
| 14.2/25 | 既往记录 — 1 个公开仓库，账户约 8 年 |
所用输入
| followers | 10 |
| owner_type | Organization |
| is_verified | — |
| owner_login | pythonprofilers |
| public_repos | 1 |
| account_age_days | 3,198 |
软件包维护
69中等
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 1,344 天前 |
| 20/20 | 版本历史 — 58 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
| packages | memory_profiler |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 1,344 |
工程质量
基础的工程与文档实践是否到位？
55
工程实践
48存在风险
评分方式
| 24/24 | CI 工作流 — 1 个工作流 |
| 24/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard：CI-Tests — 0 out of 10 merged PRs checked by a CI test -- score normalized to 0 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
文档
65中等
评分方式
| 30/30 | README |
| 0/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — http://pypi.python.org/pypi/memory_profiler |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 是 |
| homepage | http://pypi.python.org/pypi/memory_profiler |
| has_readme | 是 |
| has_docs_dir | 否 |
| 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？
49
安全态势
36存在风险
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — 0 out of 10 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 3.8/7.5 | Code-Review — Found 6/11 approved changesets -- score normalized to 5 |
| 2.5/2.5 | Contributors — project has 53 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 |
| 2.2/2.5 | 许可证 — license file detected |
| 0/7.5 | Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 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 — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 3.6 |
已排除计分（无数据或不适用）：packaging, signed_releases。 其余权重已重新归一化。
依赖安全公告
100优秀
评分方式
| 35/35 | 直接依赖不含已知公告 — 没有直接依赖携带已知公告 |
| 25/25 | 间接依赖不含已知公告 — 没有间接依赖携带已知公告 |
| 0/40 | 没有长期未处理的公告 — 没有公告带有发布日期 |
所用输入
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 1 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
已排除计分（无数据或不适用）：没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:memory_profiler@0.61.0 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 1 个软件包。 未对可达性进行分析。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。
37
AI 代理上下文与指引
23危急
评分方式
| 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） |
| 22.9/40 | 可读的提交历史 — 100 次人类提交中有 43 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 |
| legible_history_share | 0.43 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
验证循环（构建 / 测试 / 类型检查）
40存在风险
评分方式
| 18/18 | 一条命令的引导启动 — Makefile |
| 22/22 | 自动化测试 |
| 0/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 0/10 | 可复现环境 |
| 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 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | — |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | Makefile |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
55中等
评分方式
| 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 34 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 48,527 |
| source_files_sampled | 34 |
| oversized_source_files | 0 |
机器可读接口
40存在风险
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples |
所用输入
| example_dirs | examples |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
4,572GitHub 星标
80贡献者
0最近 12 个月提交数
813距最近推送天数
1发布版本数
2巴士系数（bus factor）
126开放议题
PyPI软件包生态系统数
更多细节
Star 与 Fork 历史 4,572 ★ / 384 ⇿
4,572Star
384Fork
1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。
仅显示最近的历史——该仓库超出采集窗口，因此未采集最早的历史记录。
主版本 0次版本 1修订 0
每个点涵盖 13 天。
OpenSSF Scorecard 3.6 / 10
3.6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）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 0 | CI-Tests | 0 out of 10 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 5 | Code-Review | Found 6/11 approved changesets -- score normalized to 5 |
| 10 | Contributors | project has 53 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 |
| 9 | License | license file detected |
| 0 | Maintained | 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 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 |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
直接依赖 1
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | psutil | — | setup.cfg |
全部依赖 0
来自 GitHub 依赖图的完整解析依赖集合：0 个直接依赖与 0 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 |
|---|
依赖安全公告 0
安装 pypi:memory_profiler@0.61.0 会引入 1 个包（直接与传递）：其中 0 个存在已知公告，0 个为直接依赖。
没有已知公告影响已评估的依赖。
公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 737,
"has_wiki": true,
"homepage": "http://pypi.python.org/pypi/memory_profiler",
"languages": {
"Python": 97914,
"Makefile": 784
},
"pushed_at": "2024-04-29T15:39:56Z",
"created_at": "2011-10-14T11:56:14Z",
"owner_type": "Organization",
"updated_at": "2026-07-17T17:38:40Z",
"description": "Monitor Memory usage of Python code",
"is_archived": false,
"is_disabled": false,
"license_spdx": null,
"default_branch": "master",
"license_spdx_raw": "NOASSERTION",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": null,
"name": null,
"type": "Organization",
"login": "pythonprofilers",
"company": null,
"location": null,
"followers": 10,
"avatar_url": "https://avatars.githubusercontent.com/u/32906038?v=4",
"created_at": "2017-10-18T15:07:25Z",
"is_verified": null,
"public_repos": 1,
"account_age_days": 3198
},
"license": {
"state": "custom",
"spdx_id": null,
"raw_spdx": "NOASSERTION",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "0.58.0",
"kind": "minor",
"published_at": "2020-10-19T20:37:42Z"
}
],
"recent_commits": [
{
"oid": "025929f8e4f4ea8c27ddb5ef72fc91f6bd703ea5",
"body": null,
"is_bot": false,
"headline": "Update README.rst",
"author_name": "Fabian Pedregosa",
"author_login": "fabianp",
"committed_at": "2024-04-16T15:33:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a99a3c3b3c2eb01c90f6e14ddfcb85b3e97f9885",
"body": "Verified exhaustiveness with:\r\n\r\n```bash\r\nfind -name '*.rst'\r\n```",
"is_bot": false,
"headline": "Add Python syntax highlighting to `README.rst` (#395)",
"author_name": "Kyle Altendorf",
"author_login": "altendky",
"committed_at": "2023-10-23T14:35:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "864e9f4d661b0680a892ef272d7d30894469a168",
"body": "Verified exhaustiveness with:\n\n```bash\nfind -name '*.rst'\n```",
"is_bot": false,
"headline": "Add Python syntax highlighting to `README.rst`",
"author_name": "Benjamin Loison",
"author_login": "Benjamin-Loison",
"committed_at": "2023-10-22T12:38:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3ae050f6cabfb99444546239029638580dbe9857",
"body": "Update the definition of *Occurrences* as provided in\r\nhttps://github.com/pythonprofilers/memory_profiler/issues/352#issuecomment-1644197537",
"is_bot": false,
"headline": "Update README.rst (#394)",
"author_name": "Fabian Pedregosa",
"author_login": "fabianp",
"committed_at": "2023-07-21T11:34:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1de5cd0ed48218b969404ae386af4be0f5bc8b31",
"body": null,
"is_bot": false,
"headline": "Update README.rst",
"author_name": "Sultan Orazbayev",
"author_login": "SultanOrazbayev",
"committed_at": "2023-07-21T05:45:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9b26810c956ed176bc1b6bbfa23ce838dd0d0a4d",
"body": "Update the definition of *Occurrences* as provided in https://github.com/pythonprofilers/memory_profiler/issues/352#issuecomment-1644197537",
"is_bot": false,
"headline": "Update README.rst",
"author_name": "Sultan Orazbayev",
"author_login": "SultanOrazbayev",
"committed_at": "2023-07-21T05:44:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e079d3fa351889087f55edb68769b67682ceacf3",
"body": null,
"is_bot": false,
"headline": "Fix deprecated syntax (#381)",
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