公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-30 22:22 UTC

alpacahq / alpaca-py

The Official Python SDK for Alpaca API

PythonApache-2.0★ 1,440 星标⑂ 381 复刻始于 2022年2月在 GitHub 上查看 ↗

alpacahq/alpaca-py 的健康指数为 100 分中的 81 分,处于「良好」区间。 其得分最高的类别是Engineering Quality(96/100),最低的是AI Readiness(63/100)。 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。

81
总分 / 100
良好

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。

81
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)
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。

所有权

Alpaca组织
1,543 关注者93 个公开仓库始于 2017年7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
PyPIalpaca-py0.43.51,892,6819528 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?

83良好 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
11.1/36提交节奏 — 52 周中有 16 周有提交
15.1/18提交量 — 最近一年 47 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year47
human_commit_share0.73
days_since_last_push0
active_weeks_last_year16

发布纪律

100优秀
评分方式
27/27有发布版本 — 已发布 87 个发布版本
36/36发布时效 — 最近一次发布版本于 28 天前
27/27发布节奏 — 约每 40.7 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count87
latest_release_tagv0.43.5
releases_from_tags
days_since_latest_release28
mean_days_between_releases40.7
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?

82良好 · 占总体的 18%
评分方式
51.2/60星标 — 1,440 个星标
21.5/25复刻 — 381 个复刻
9.7/15关注者 — 57 位关注者
所用输入
forks381
stars1,440
watchers57
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

70良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template
评分方式
80/80月度下载量 — pypi 合计每月 1,892,681 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
packagesalpaca-py
dependents
ecosystemspypi
total_downloads
monthly_downloads1,892,681
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?

72良好 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
10.1/22.5提交分布 — 头号贡献者编写了 55% 的提交
13.5/13.5贡献者广度 — 52 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 5 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled52
top_contributor_share0.551
评分方式
33.8/46.8议题解决 — 72% 的议题已关闭
31.2/38.3PR 接受 — 已裁定的 PR 中 351/430 已合并
12/15OpenSSF Scorecard:Code-Review — Found 6/7 approved changesets -- score normalized to 8
所用输入
merged_prs351
open_issues77
closed_issues202
issue_closed_ratio0.724
closed_unmerged_prs79
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
22.9/25所有者影响力 — alpacahq 有 1,543 位关注者
25/25既往记录 — 93 个公开仓库,账户约 9 年
所用输入
followers1,543
owner_typeOrganization
is_verified
owner_loginalpacahq
public_repos93
account_age_days3,293
评分方式
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 28 天前
20/20版本历史 — 95 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
packagesalpaca-py
ecosystemspypi
any_deprecated
min_days_since_publish28

工程质量

基础的工程与文档实践是否到位?

96优秀 · 占总体的 20%

工程实践

94优秀
评分方式
24/24CI 工作流 — 3 个工作流
24/24存在测试
16/16Linter 配置
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

100优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://alpaca.markets/sdks/python/getting_started.html
10/10仓库描述
10/10主题标签 — 15 个主题标签
10/10Wiki
所用输入
topicsalgorithmic-trading, brokerage, crypto, finance, market-data, python, trading, alpaca, alpaca-api, equities, options, quant, stock-trading, quantitative-finance, algotrading
has_wiki
homepagehttps://alpaca.markets/sdks/python/getting_started.html
has_readme
has_docs_dir
has_description

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?

74良好 · 占总体的 16%

安全态势

67中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
2.5/2.5CI-Tests — 29 out of 29 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
6/7.5Code-Review — Found 6/7 approved changesets -- score normalized to 8
2.5/2.5Contributors — project has 5 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 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — 无数据
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
4.5/5SAST — SAST tool is not run on all commits -- score normalized to 9
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 12 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate6.7
已排除计分(无数据或不适用):branch_protection, packaging, signed_releases。 其余权重已重新归一化。
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
sourceosv
advisories0
affected_packages0
assessed_packages18
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
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:alpaca-py@0.43.5 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 18 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。

63中等 · 占总体的 0%
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)
40/40可读的提交历史 — 73 次人类提交中有 70 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.959
agent_instruction_files
agent_instruction_max_bytes
评分方式
18/18一条命令的引导启动 — Makefile, docs/Makefile
22/22自动化测试
11/11Lint / 格式化配置
11/11静态类型检查 — alpaca/py.typed
10/10可复现环境 — Dockerfile, lockfile
2/10已体现的代理实践 — 最近 100 次提交中有 1 次由代理编写或署名代理
8/8自动化维护 — 最近 100 次提交中有 27 次为自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfilespackage-lock.json, poetry.lock, uv.lock
has_dockerfile
typed_language
bootstrap_filesMakefile, docs/Makefile
has_devcontainer
has_linter_config
typecheck_configsalpaca/py.typed
agent_commit_share0.01
toolchain_manifests
dependency_bot_commit_share0.27
评分方式
27/45可类型检查的代码 — Python,已配置类型检查(alpaca/py.typed)
54.5/55可控的文件大小 — 采样的 102 个源文件中有 1 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes80,742
source_files_sampled102
oversized_source_files1

机器可读接口

40存在风险
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
0/20MCP 服务器
40/40可运行示例 — examples, notebooks
所用输入
example_dirsexamples, notebooks
has_mcp_signal
api_schema_files

关键数据

1,440GitHub 星标
52贡献者
47最近 12 个月提交数
0距最近推送天数
87发布版本数
1巴士系数(bus factor)
77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

更多细节

Star 与 Fork 历史 0 ★ / 381 ⇿
0Star
381Fork
85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。

010020030040038062022-052024-062026-07
主版本 0次版本 41修订 44

每个点涵盖 4 天。

OpenSSF Scorecard 6.7 / 10
6.7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 · 2026-07-30 22:21 UTC

10Binary-Artifactsno binaries found in the repo
不适用Branch-Protectioninternal 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
10CI-Tests29 out of 29 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
8Code-ReviewFound 6/7 approved changesets -- score normalized to 8
10Contributorsproject has 5 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 0 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
9SASTSAST tool is not run on all commits -- score normalized to 9
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities12 existing vulnerabilities detected
直接依赖 7
注册表软件包版本约束清单文件
PyPIrequests^2.30.0pyproject.toml
PyPIpydantic^2.0.3pyproject.toml
PyPIpandas>=1.5.3pyproject.toml
PyPImsgpack^1.0.3pyproject.toml
PyPIwebsockets>=10.4pyproject.toml
PyPIsseclient-py^1.7.2pyproject.toml
PyPIpytz>=2020.1pyproject.toml
全部依赖 175

来自 GitHub 依赖图的完整解析依赖集合:20 个直接依赖与 155 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
PyPImsgpack直接
PyPImsgpack1.0.8直接
PyPImsgpack1.2.1直接
PyPIpandas直接
PyPIpandas2.3.3直接
PyPIpandas3.0.1直接
PyPIpydantic直接
PyPIpydantic2.12.5直接
PyPIpydantic2.13.4直接
PyPIpytz直接
PyPIpytz2026.1.post1直接
PyPIpytz2026.3.post1直接
PyPIrequests直接
PyPIrequests2.33.0直接
PyPIrequests2.34.2直接
PyPIsseclient-py直接
PyPIsseclient-py1.9.0直接
PyPIwebsockets直接
PyPIwebsockets12.0直接
PyPIwebsockets16.0直接
npmagent-base6.0.2间接
npmasynckit0.4.0间接
npmaxios1.18.1间接
npmaxios-proxy-builder0.1.2间接
npmbalanced-match4.0.4间接
npmbrace-expansion5.0.7间接
npmcall-bind-apply-helpers1.0.2间接
npmcombined-stream1.0.8间接
npmdebug4.4.3间接
npmdelayed-stream1.0.0间接
npmdunder-proto1.0.1间接
npmes-define-property1.0.1间接
npmes-errors1.3.0间接
npmes-object-atoms1.1.1间接
npmes-set-tostringtag2.1.0间接
npmfollow-redirects1.16.0间接
npmform-data4.0.6间接
npmfunction-bind1.1.2间接
npmget-intrinsic1.3.0间接
npmget-proto1.0.1间接
npmglob13.0.6间接
npmgopd1.2.0间接
npmhas-symbols1.1.0间接
npmhas-tostringtag1.0.2间接
npmhasown2.0.4间接
npmhttps-proxy-agent5.0.1间接
npmlru-cache11.2.7间接
npmmath-intrinsics1.1.0间接
npmmime-db1.52.0间接
npmmime-types2.1.35间接
npmminimatch10.2.4间接
npmminipass7.1.3间接
npmms2.1.3间接
npmpackage-json-from-dist1.0.1间接
npmpath-scurry2.0.2间接
npmproxy-from-env2.1.0间接
npmrimraf6.1.3间接
npmsax1.6.0间接
npmserverless4.33.0间接
npmtunnel0.0.6间接
npmxml2js0.6.2间接
npmxmlbuilder11.0.1间接
PyPIalabaster0.7.16间接
PyPIalgo-trading-alpaca0.1.0间接
PyPIalpaca-py间接
PyPIalpaca-py0.43.2间接
PyPIannotated-types0.6.0间接
PyPIannotated-types0.7.0间接
PyPIapeye1.4.1间接
PyPIapeye-core1.1.5间接
PyPIautodocsumm0.2.15间接
PyPIbabel2.18.0间接
PyPIbackports-asyncio-runner1.2.0间接
PyPIbeautifulsoup44.15.0间接
PyPIblack间接
PyPIblack26.5.1间接
PyPIboto31.42.78间接
PyPIbotocore1.42.78间接
PyPIcachecontrol0.14.4间接
PyPIcertifi2024.7.4间接
PyPIcertifi2026.2.25间接
PyPIcfgv3.5.0间接
PyPIcharset-normalizer3.3.2间接
PyPIcharset-normalizer3.4.6间接
PyPIclick8.4.2间接
PyPIcolorama0.4.6间接
PyPIdict2css0.6.0间接
PyPIdistlib0.4.3间接
PyPIdocutils0.19间接
PyPIdomdf-python-tools3.10.0间接
PyPIenum-tools间接
PyPIenum-tools0.9.0.post1间接
PyPIexceptiongroup1.3.1间接
PyPIfilelock3.29.4间接
PyPIfuro间接
PyPIfuro2022.12.7间接
PyPIhtml5lib1.1间接
PyPIidentify2.6.19间接
PyPIidna3.11间接
PyPIidna3.7间接
PyPIimagesize1.5.0间接
PyPIiniconfig2.3.0间接
PyPIisort间接
PyPIisort5.13.2间接
PyPIjinja23.1.6间接
PyPIjmespath1.1.0间接
PyPImarkupsafe3.0.3间接
PyPImatplotlib间接
PyPImypy-extensions1.1.0间接
PyPInatsort8.4.0间接
PyPInodeenv1.10.0间接
PyPInumpy间接
PyPInumpy1.26.4间接
PyPInumpy2.2.6间接
PyPIpackaging26.0间接
PyPIpackaging26.2间接
PyPIpathspec1.1.1间接
PyPIplatformdirs4.10.0间接
PyPIpluggy1.6.0间接
PyPIpre-commit间接
PyPIpre-commit4.6.1间接
PyPIpydantic-core2.41.5间接
PyPIpydantic-core2.46.4间接
PyPIpygments2.19.2间接
PyPIpygments2.20.0间接
PyPIpytest间接
PyPIpytest9.0.2间接
PyPIpytest9.1.1间接
PyPIpytest-asyncio间接
PyPIpytest-asyncio1.4.0间接
PyPIpytest-mock3.15.1间接
PyPIpython-dateutil间接
PyPIpython-dateutil2.9.0.post0间接
PyPIpython-discovery1.4.2间接
PyPIpython-dotenv间接
PyPIpytokens0.4.1间接
PyPIpyyaml6.0.3间接
PyPIrequests-mock间接
PyPIrequests-mock1.12.1间接
PyPIroman5.2间接
PyPIruamel-yaml0.19.1间接
PyPIs3transfer0.16.0间接
PyPIsix1.16.0间接
PyPIsix1.17.0间接
PyPIsnowballstemmer3.1.1间接
PyPIsoupsieve2.8.4间接
PyPIsphinx间接
PyPIsphinx6.2.1间接
PyPIsphinx-autodoc-typehints1.23.0间接
PyPIsphinx-basic-ng1.0.0b2间接
PyPIsphinx-copybutton间接
PyPIsphinx-copybutton0.5.2间接
PyPIsphinx-jinja2-compat0.4.1间接
PyPIsphinx-prompt1.5.0间接
PyPIsphinx-tabs3.4.7间接
PyPIsphinx-toolbox间接
PyPIsphinx-toolbox4.3.0间接
PyPIsphinxcontrib-applehelp2.0.0间接
PyPIsphinxcontrib-devhelp2.0.0间接
PyPIsphinxcontrib-htmlhelp2.1.0间接
PyPIsphinxcontrib-jsmath1.0.1间接
PyPIsphinxcontrib-qthelp2.0.0间接
PyPIsphinxcontrib-serializinghtml2.0.0间接
PyPIstandard-imghdr3.10.14间接
PyPItabulate0.10.0间接
PyPItinycss21.5.1间接
PyPItomli2.4.1间接
PyPItyping-extensions4.15.0间接
PyPItyping-inspection0.4.2间接
PyPItzdata2024.1间接
PyPItzdata2025.3间接
PyPIurllib32.2.2间接
PyPIurllib32.6.3间接
PyPIvirtualenv21.5.1间接
PyPIwebencodings0.5.1间接
依赖安全公告 0

安装 pypi:alpaca-py@0.43.5 会引入 18 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
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          "is_bot": true,
          "headline": "deps: bump pydantic from 2.6.4 to 2.13.4 (#717)",
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          "is_bot": true,
          "headline": "deps: bump sseclient-py from 1.8.0 to 1.9.0 (#714)",
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          "is_bot": true,
          "headline": "deps: bump JRubics/poetry-publish from 1.16 to 2.1 (#708)",
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          "author_login": "dependabot[bot]",
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          "is_bot": true,
          "headline": "deps: bump actions/setup-python from 6 to 7 (#746)",
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          "is_bot": true,
          "headline": "chore(deps-dev): bump axios (#741)",
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          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 4 to 7.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/v4...v7)\n\n---\nupdated-dependenc\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
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          "body": "Bumps [actions/stale](https://github.com/actions/stale) from 9 to 10.\n- [Release notes](https://github.com/actions/stale/releases)\n- [Changelog](https://github.com/actions/stale/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/stale/compare/v9...v10)\n\n---\nupdated-dependencies:\n- depend\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "is_bot": true,
          "headline": "deps: bump black from 26.3.1 to 26.5.1 (#716)",
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          "body": "Bumps [actions/setup-python](https://github.com/actions/setup-python) from 4 to 6.\n- [Release notes](https://github.com/actions/setup-python/releases)\n- [Commits](https://github.com/actions/setup-python/compare/v4...v6)\n\n---\nupdated-dependencies:\n- dependency-name: actions/setup-python\n  dependency-\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump actions/setup-python from 4 to 6 (#709)",
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          "is_bot": true,
          "headline": "deps: bump https://github.com/pre-commit/pre-commit-hooks (#707)",
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          "is_bot": false,
          "headline": "fix(trading): validate order price requirements client-side (#691)",
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          "is_bot": true,
          "headline": "chore(deps-dev): bump black from 24.10.0 to 26.3.1 (#695)",
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          "is_bot": true,
          "headline": "chore(deps): bump requests from 2.32.0 to 2.33.0 (#694)",
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          "body": "* chore: Upgrade Python version support\n\nRemoving support for Python `3.8` and `3.9` since those versions are not maintained anymore.\n\nMinimum version is now `3.10` and the build is validated against newer versions up to `3.14`\n\nAddress issues #529 and #530\n\n* Removed Python 3.8 and 3.9 from the test matrix\n\n* Removed check for Python `3.12`, `3.13` and `3.14` until we can upgrade some of the dependencies",
          "is_bot": false,
          "headline": "chore: Upgrade Python version support (#692)",
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          "headline": "chore: Add Carlos into CODEOWNERS (#690)",
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        {
          "oid": "1758bd30211bd889efdc2c9f277a64a70882bde6",
          "body": "Add explicit workflow-level permissions to CI and PyPI publish workflows, granting only contents: read. This resolves CodeQL code-scanning alerts for missing `GITHUB_TOKEN` permission boundaries and follows least-privilege defaults for jobs that only need repository checkout/read access.",
          "is_bot": false,
          "headline": "fix: Limit GitHub Actions token permissions (#689)",
          "author_name": "Carlos Tasada",
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          "committed_at": "2026-07-01T14:20:13Z",
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          "body": "…-06) (#686)\n\nAlpaca is removing the pattern-day-trading/day-trading-buying-power fields from account and account-configuration responses on 2026-07-06 per FINRA's new intraday-margin framework (https://docs.alpaca.markets/us/changelog/2026-06-03-pdt-651df23)",
          "is_bot": false,
          "headline": "Tolerate Alpaca's deprecated PDT/DTBP account fields (removed 2026-07…",
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          "author_login": "yushdotkapoor",
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          "is_bot": false,
          "headline": "fix: extended_hours docstring type should be bool not float (#676)",
          "author_name": "mervivian",
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          "committed_at": "2026-07-01T09:54:23Z",
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          "body": "…bot (#687)\n\nBumps [msgpack](https://github.com/msgpack/msgpack-python) from 1.1.2 to 1.2.1.\n- [Release notes](https://github.com/msgpack/msgpack-python/releases)\n- [Changelog](https://github.com/msgpack/msgpack-python/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/msgpack/msgpack-python/com\n[…]\nack\n  dependency-version: 1.2.1\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump msgpack in /examples/stocks/lbr-anti-setup-trading-…",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-01T08:59:52Z",
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        {
          "oid": "7b80240c2ccbb20f7320a6be8a9cc22603fb73be",
          "body": "Bumps [form-data](https://github.com/form-data/form-data) from 4.0.5 to 4.0.6.\n- [Changelog](https://github.com/form-data/form-data/blob/master/CHANGELOG.md)\n- [Commits](https://github.com/form-data/form-data/compare/v4.0.5...v4.0.6)\n\n---\nupdated-dependencies:\n- dependency-name: form-data\n  dependency-version: 4.0.6\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps-dev): bump form-data (#685)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-01T08:59:13Z",
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          "is_bot": false,
          "headline": "feat: Add migration guidelines (#688)",
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          "headline": "fix: add missing \"other\" value to DocumentType enum (#667)",
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          "is_bot": false,
          "headline": "fix: Adjust validation for limit_price of ReplaceOrderRequest (#634)",
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          "headline": "Add documentation for GetOptionContractsRequest (#626)",
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          "headline": "add new asset classes for perpetual crypto and ASCX exchange (#625)",
          "author_name": "Yush Kapoor",
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          "is_bot": false,
          "headline": "feat: Move 0DTE backtesting notebook and update algorithm (#620)",
          "author_name": "Satoshi Ido",
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          "is_bot": false,
          "headline": "feat: Add zero-dte backtesting example and fix Colab links (#619)",
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          "headline": "feat: support id of corporate action (#612)",
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          "headline": "add options-trade-options-with-alpaca.ipynb to examples/options folde…",
          "author_name": "Satoshi Ido",
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          "headline": "Add build_trading_bot_with_ChatGPT Folder and Initial Documentation (…",
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          "is_bot": false,
          "headline": "fix: Change PortfolioHistory.base_value to Optional[float] (#597)",
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          "headline": "fix: updating docs typos (#592)",
          "author_name": "Dave",
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          "headline": "feat: add DELAYED_SIP for DataFeed (#591)",
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          "headline": "Use the maximum allowed page size for market data requests (#583)",
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            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 14 days ago",
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                "details": [
                  {
                    "code": "abandonment_maintained",
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                "max_points": 100
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          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
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        "key": "community",
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        "name": "Community & Adoption",
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        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
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            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 82,
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              "forks": 381,
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              "growth_factor_pct": 100,
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            "components": [
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                "key": "stars",
                "name": "Stars",
                "detail": "1,440 stars",
                "points": 51.2,
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                  {
                    "code": "stars",
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                      "count": 1440
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                ],
                "max_points": 60
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              {
                "key": "forks",
                "name": "Forks",
                "detail": "381 forks",
                "points": 21.5,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 381
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "57 watchers",
                "points": 9.7,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 57
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                  }
                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "has_readme": true,
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              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
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            "components": [
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                "key": "readme",
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              },
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                "key": "license",
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                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
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                  {
                    "code": "license_spdx",
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                      "spdx": "Apache-2.0"
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                "max_points": 22.5
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              {
                "key": "contributing_guide",
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                "points": 0,
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          },
          {
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            "notes": [
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                "code": "excluded_no_data",
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                    "registry_dependents"
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              {
                "code": "weights_renormalized",
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            "value": 100,
            "inputs": {
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              "dependents": null,
              "ecosystems": "pypi",
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              "monthly_downloads": 1892681
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            "components": [
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                "key": "monthly_downloads",
                "name": "Monthly downloads",
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                "points": 80,
                "status": "met",
                "details": [
                  {
                    "code": "downloads_monthly",
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                      "count": 1892681,
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                "max_points": 80
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              {
                "key": "registry_dependents",
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                "points": 0,
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                "details": [
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                    "code": "not_reported_by_this_ecosystem",
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                "max_points": 20
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            ]
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        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
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      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 72,
        "weight": 0.24,
        "metrics": [
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            "key": "maintainer_resilience",
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            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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            "inputs": {
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              "top_contributor_share": 0.551
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                "key": "bus_factor",
                "name": "Bus factor",
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                "status": "partial",
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                "max_points": 54
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                "key": "commit_distribution",
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                "detail": "top contributor authored 55% of commits",
                "points": 10.1,
                "status": "partial",
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                  {
                    "code": "top_contributor_share",
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                      "share": 55
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                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "52 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 52
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                "max_points": 13.5
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                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 5 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "merged_prs": 351,
              "open_issues": 77,
              "closed_issues": 202,
              "issue_closed_ratio": 0.724,
              "closed_unmerged_prs": 79
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "72% of issues closed",
                "points": 33.8,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 72
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                  }
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                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "351/430 decided PRs merged",
                "points": 31.2,
                "status": "partial",
                "details": [
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                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 351,
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                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 6/7 approved changesets -- score normalized to 8",
                "points": 12,
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                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 78,
            "inputs": {
              "followers": 1543,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "alpacahq",
              "public_repos": 93,
              "account_age_days": 3293
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
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                "max_points": 30
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              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1,543 followers of alpacahq",
                "points": 22.9,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
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                      "count": 1543,
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                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "93 public repos, account ~9 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 93
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                  },
                  {
                    "code": "account_age_years",
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                      "years": 9
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                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "alpaca-py"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 28
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            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
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                    "code": "packages_published",
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                "max_points": 25
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              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 28 days ago",
                "points": 35,
                "status": "met",
                "details": [
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                    "code": "publish_recency",
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                "max_points": 35
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                "key": "version_history",
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                "detail": "95 published versions",
                "points": 20,
                "status": "met",
                "details": [
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                    "code": "published_versions",
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                      "count": 95
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                "max_points": 20
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              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
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                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 96,
        "weight": 0.2,
        "metrics": [
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            "note": null,
            "notes": [],
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            "inputs": {
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              "has_editorconfig": false,
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            "components": [
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                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
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                    "code": "ci_workflows",
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                "max_points": 24
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              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
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              },
              {
                "key": "linter_config",
                "name": "Linter config",
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                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
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                "detail": null,
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                "status": "met",
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                "max_points": 9.6
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              {
                "key": "editorconfig",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
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            ]
          },
          {
            "key": "documentation",
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            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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                "finance",
                "market-data",
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                "quantitative-finance",
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              "has_wiki": true,
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              "has_docs_dir": true,
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            "components": [
              {
                "key": "readme",
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                "points": 30,
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                "max_points": 30
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              {
                "key": "documentation_directory",
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                "points": 25,
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              {
                "key": "documentation_homepage_site",
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                "details": [],
                "max_points": 15
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              {
                "key": "repository_description",
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                "points": 10,
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                "key": "wiki",
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                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
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        "name": "Security",
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        "weight": 0.16,
        "metrics": [
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            "key": "security_posture",
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                "code": "excluded_no_data",
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 67,
            "inputs": {
              "source": "openssf_scorecard",
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            "components": [
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                "key": "binary_artifacts",
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                "key": "branch_protection",
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                "points": 0,
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                "key": "ci_tests",
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              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 6/7 approved changesets -- score normalized to 8",
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                "status": "partial",
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              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 5 contributing companies or organizations",
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                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
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                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 9",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "12 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:alpaca-py@0.43.5 runtime dependency closure — what installing the published package pulls in — 18 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
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                  "assessed": 18
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              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 18,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
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          {
            "key": "high_risk_jurisdiction_exposure",
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            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
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            "inputs": {
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              "red_flag": false,
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              "policy_countries": [
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              "review_only_matches": 0,
              "assessed_self_published_locations": 7
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
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                "points": 100,
                "status": "met",
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                  }
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                "max_points": 100
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        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 63,
        "weight": 0,
        "metrics": [
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                "status": "missed",
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                      "sampled": 73
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            "inputs": {
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              "has_tests": true,
              "lockfiles": [
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                "poetry.lock",
                "uv.lock"
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              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
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                "docs/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
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              "agent_commit_share": 0.01,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.27
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                "key": "automated_tests",
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                "status": "met",
                "details": [],
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                "details": [],
                "max_points": 11
              },
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                "details": [
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                "max_points": 11
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                      "sampled": 100
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              },
              {
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                "status": "met",
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              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
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                "max_points": 10
              }
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          },
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            "name": "Code legibility for models",
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            "notes": [],
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              "source_files_sampled": 102,
              "oversized_source_files": 1
            },
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                "details": [
                  {
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                  }
                ],
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              },
              {
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                "status": "partial",
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                      "oversized": 1
                    }
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                ],
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              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "runnable_examples",
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                "status": "met",
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                    "code": "file_list",
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                      "files": "examples, notebooks"
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                "max_points": 40
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            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-30T22:22:19.203286Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/alpacahq/alpaca-py.svg",
  "full_name": "alpacahq/alpaca-py",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 v1.13.0、模式 v0.27.0—— 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.