公开记录
软件健康报告模式 0.27.0 · 指标 2.3.1 · 2026-07-27 19:37 UTC

activeviam / atoti-notebooks

Notebook gallery and issue tracking for Atoti

Jupyter NotebookApache-2.0★ 229 星标⑂ 30 复刻始于 2020年3月在 GitHub 上查看 ↗
#olap#cube#multidimensional-analysis#data-visualization#pivot-tables#charts#what-if-analysis

activeviam/atoti-notebooks 的健康指数为 100 分中的 67 分，处于「良好」区间。 其得分最高的类别是Engineering Quality（74/100），最低的是Security（49/100）。 最近一次更新在 31 天前。 近期的大部分工作由 1 位贡献者完成。

67
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，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。

67
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 61 经校准后在公布的指数量表上为 67（记录校准 2026-08-02）。

所有权

ActiveViam组织
36 关注者10 个公开仓库始于 2016年10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。

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？

53中等 · 占总体的 21%

开发活跃度

36薄弱
评分方式
18/36推送新近度 — 最近一次推送于 31 天前
7.6/36提交节奏 — 52 周中有 11 周有提交
10.8/18提交量 — 最近一年 15 次提交
0/10OpenSSF Scorecard：Maintained — 1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
所用输入
commits_last_year15
human_commit_share0.51
days_since_last_push31
active_weeks_last_year11

发布纪律

78良好
评分方式
27/27有发布版本 — 已发布 19 个发布版本
16.2/36发布时效 — 最近一次发布版本于 223 天前
27/27发布节奏 — 约每 41.3 天发布一次
0/10OpenSSF Scorecard：Signed-Releases — 无数据
所用输入
releases_count19
latest_release_tagv0.9.11
releases_from_tags否
days_since_latest_release223
mean_days_between_releases41.3
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？

66良好 · 占总体的 17%

流行度与采用

57中等
评分方式
38.2/60星标 — 229 个星标
12.2/25复刻 — 30 个复刻
6.4/15关注者 — 15 位关注者
所用输入
forks30
stars229
watchers15
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（Apache-2.0）
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_badges—
has_contributing是
has_issue_template否
has_code_of_conduct否
readme_badge_services—
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？

60中等 · 占总体的 23%

维护者韧性（巴士系数）

35薄弱
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
7.4/22.5提交分布 — 头号贡献者编写了 67% 的提交
12.2/13.5贡献者广度 — 9 位贡献者
6/10OpenSSF Scorecard：Contributors — project has 2 contributing companies or organizations -- score normalized to 6
所用输入
bus_factor1
contributors_sampled9
top_contributor_share0.67

议题与 PR 响应能力

88优秀
评分方式
38/42议题解决 — 90% 的议题已关闭
23.6/30PR 接受 — 已裁定的 PR 中 174/221 已合并
0/13Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决
15/15OpenSSF Scorecard：Code-Review — all changesets reviewed
所用输入
merged_prs174
open_issues56
closed_issues531
prs_merged_7d—
prs_decided_7d—
prs_merged_30d—
prs_decided_30d—
issue_closed_ratio0.905
closed_unmerged_prs47
first_time_authors_30d—
first_time_prs_merged_30d—
first_time_prs_decided_30d—
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

61中等
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
11.3/25所有者影响力 — activeviam 有 36 位关注者
19.6/25既往记录 — 10 个公开仓库，账户约 9 年
所用输入
followers36
owner_typeOrganization
is_verified—
owner_loginactiveviam
public_repos10
account_age_days3,560

工程质量

基础的工程与文档实践是否到位？

74良好 · 占总体的 19%

工程实践

90优秀
评分方式
24/24CI 工作流 — 2 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
16/20OpenSSF Scorecard：CI-Tests — 26 out of 30 merged PRs checked by a CI test -- score normalized to 8
所用输入
has_ci是
has_tests是
has_editorconfig否
has_linter_config是
has_precommit_config是

文档

50中等
评分方式
30/30README
0/25文档目录
0/15文档 / 主页站点
10/10仓库描述
10/10主题标签 — 7 个主题标签
0/10Wiki
所用输入
topicsolap, cube, multidimensional-analysis, data-visualization, pivot-tables, charts, what-if-analysis
has_wiki否
homepage—
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薄弱 · 占总体的 16%

安全态势

44薄弱
评分方式
6.8/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — 无数据
2/2.5CI-Tests — 26 out of 30 merged PRs checked by a CI test -- score normalized to 8
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
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
0/7.5Maintained — 1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
0/5Packaging — 无数据
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 154 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate4.4
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。

依赖安全公告

67良好
评分方式
16/35直接依赖不含已知公告 — 1 个受影响：pytest 9.0.2 (moderate 6.8)
0/25间接依赖不含已知公告 — 在此范围内，传递依赖集合无法与开发和测试依赖区分
34.2/40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 186 天前
所用输入
sourceosv
advisories2
affected_packages1
assessed_packages17
unassessed_packages45
affected_by_severitymoderate 1
direct_affected_packages1
已排除计分（无数据或不适用）：间接依赖不含已知公告。 其余权重已重新归一化。 已将 17 个已解析依赖与 OSV 比对。 有 45 项无法评估——没有已解析的版本、生态系统不受支持，或超出所报告的软件包清单。 该仓库未发布任何索引可解析的软件包，因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起，因此仅对声明的运行时依赖计分；传递性发现仅作为背景信息列出，不计入评分。 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。

62中等 · 占总体的 4%

AI 代理上下文与指引

40薄弱
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 — 51 次人类提交中有 48 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_share0.941
agent_instruction_files—
agent_instruction_max_bytes—

验证循环（构建 / 测试 / 类型检查）

80优秀
评分方式
18/18一条命令的引导启动 — Makefile
22/22自动化测试
11/11Lint / 格式化配置
11/11静态类型检查 — 03-use-cases/01-finance/portfolio-management/alt-data/ui/packages/optimizerWidget/tsconfig.json, 03-use-cases/01-finance/portfolio-management/cvar-optimizer/ui/packages/optimizerWidget/tsconfig.json, 03-use-cases/01-finance/portfolio-management/cvar-optimizer/ui/packages/uploadWidget/tsconfig.json
10/10可复现环境 — Dockerfile, lockfile
0/10已体现的代理实践 — 最近 100 次提交中没有代理编写的提交
8/8自动化维护 — 最近 100 次提交中有 49 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否
has_tests是
lockfilesuv.lock
has_dockerfile是
typed_language否
bootstrap_filesMakefile
has_devcontainer否
has_linter_config是
typecheck_configs03-use-cases/01-finance/portfolio-management/alt-data/ui/packages/optimizerWidget/tsconfig.json, 03-use-cases/01-finance/portfolio-management/cvar-optimizer/ui/packages/optimizerWidget/tsconfig.json, 03-use-cases/01-finance/portfolio-management/cvar-optimizer/ui/packages/uploadWidget/tsconfig.json
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0.49

面向模型的代码可读性

82优秀
评分方式
27/45可类型检查的代码 — Jupyter Notebook，已配置类型检查（03-use-cases/01-finance/portfolio-management/alt-data/ui/packages/optimizerWidget/tsconfig.json, 03-use-cases/01-finance/portfolio-management/cvar-optimizer/ui/packages/optimizerWidget/tsconfig.json, 03-use-cases/01-finance/portfolio-management/cvar-optimizer/ui/packages/uploadWidget/tsconfig.json）
55/55可控的文件大小 — 采样的 59 个源文件中有 0 个超过 60KB
所用输入
primary_languageJupyter Notebook
largest_source_bytes47,962
source_files_sampled59
oversized_source_files0

机器可读接口

40薄弱
评分方式
0/40API 模式（OpenAPI/GraphQL/proto）
0/20MCP 服务器
40/40可运行示例 — notebooks
所用输入
example_dirsnotebooks
has_mcp_signal否
api_schema_files—

关键数据

229GitHub 星标
9贡献者
15最近 12 个月提交数
31距最近推送天数
19发布版本数
1巴士系数（bus factor）
56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
  • Could not fetch pypi package 'notebooks' from its registry

更多细节

Star 与 Fork 历史 0 ★ / 30 ⇿
0Star
30Fork
19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。

0510152025303022020-112023-082026-04
主版本 0次版本 1修订 18

每个点涵盖 5 天。

OpenSSF Scorecard 4.4 / 10
4.4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 · 2026-07-27 19:36 UTC

9Binary-Artifactsbinaries present in source code
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
8CI-Tests26 out of 30 merged PRs checked by a CI test -- score normalized to 8
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintained1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
不适用Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities154 existing vulnerabilities detected
直接依赖 44
注册表软件包版本约束清单文件
PyPIboto3>=1.35.36, <2pyproject.toml
PyPIs3fs>=2024.6.1, <2026pyproject.toml
PyPIfsspec>=2024.6.1, <2026pyproject.toml
PyPIwget>=3.2, <4pyproject.toml
PyPItreelib>=1.6.4, <2pyproject.toml
PyPImatplotlib>=3.9.2, <4pyproject.toml
PyPIpraw>=7.7.0, <8pyproject.toml
PyPIseaborn>=0.13.2, <1pyproject.toml
PyPIstatsmodels>=0.14.4, <1pyproject.toml
PyPIimblearn>=0.0, <1pyproject.toml
PyPIipywidgets>=8.1.5, <9pyproject.toml
PyPIopenpyxl>=3.1.5, <4pyproject.toml
PyPIhaversine>=2.8.0, <3pyproject.toml
PyPIwatchdog>=5.0.3, <7pyproject.toml
PyPIquantlib>=1.36, <2pyproject.toml
PyPIkafka-python>=2.0.2, <3pyproject.toml
PyPIxgboost>=2.1.1, <4pyproject.toml
PyPInatsort>=8.3.1, <9pyproject.toml
PyPItabulate>=0.9.0, <1pyproject.toml
PyPIorjson>=3.10.7, <4pyproject.toml
PyPIlxml>=5.3.0, <7pyproject.toml
PyPIhtml5lib>=1.1, <2pyproject.toml
PyPIyfinance>=0.2.44, <2pyproject.toml
PyPIpyopls>=20.3.post1, <21pyproject.toml
PyPInltk>=3.9.1, <4pyproject.toml
PyPItextblob>=0.18.0, <1pyproject.toml
PyPIllvmlite>=0.43.0, <1pyproject.toml
PyPIprotobuf>=5.28.2, <7pyproject.toml
PyPIscikit-learn>=1.5.2, <2pyproject.toml
PyPIfolium>=0.17.0, <1pyproject.toml
PyPIatoti==0.9.11pyproject.toml
PyPIpandas== 2.3.3pyproject.toml
PyPIjupyterlab>= 4.3.5, <5pyproject.toml
PyPIruff>=0.6.9, <1pyproject.toml
PyPImemory-profiler>=0.61.0pyproject.toml
PyPIjupyter-resource-usage>=1.1.0pyproject.toml
PyPIpytest== 9.0.2pyproject.toml
PyPIpytest-html== 4.1.1pyproject.toml
PyPIpytest-xdist== 3.8.0pyproject.toml
PyPInbdime== 4.0.2pyproject.toml
PyPInbmake== 1.5.5pyproject.toml
PyPIpre-commit== 4.5.1pyproject.toml
PyPIplaywright== 1.57.0pyproject.toml
PyPIpyportfolioopt== 1.5.6pyproject.toml
全部依赖 62

来自 GitHub 依赖图的完整解析依赖集合：44 个直接依赖与 18 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
PyPIatoti—直接
PyPIboto3—直接
PyPIfolium—直接
PyPIfsspec—直接
PyPIhaversine—直接
PyPIhtml5lib—直接
PyPIimblearn—直接
PyPIipywidgets—直接
PyPIjupyter-resource-usage—直接
PyPIjupyterlab—直接
PyPIkafka-python—直接
PyPIllvmlite—直接
PyPIlxml—直接
PyPImatplotlib—直接
PyPImemory-profiler—直接
PyPInatsort—直接
PyPInbdime4.0.2直接
PyPInbmake1.5.5直接
PyPInltk—直接
PyPIopenpyxl—直接
PyPIorjson—直接
PyPIpandas2.3.3直接
PyPIplaywright1.57.0直接
PyPIpraw—直接
PyPIpre-commit4.5.1直接
PyPIprotobuf—直接
PyPIpyopls—直接
PyPIpyportfolioopt1.5.6直接
PyPIpytest9.0.2直接
PyPIpytest-html4.1.1直接
PyPIpytest-xdist3.8.0直接
PyPIquantlib—直接
PyPIruff—直接
PyPIs3fs—直接
PyPIscikit-learn—直接
PyPIseaborn—直接
PyPIstatsmodels—直接
PyPItabulate—直接
PyPItextblob—直接
PyPItreelib—直接
PyPIwatchdog—直接
PyPIwget—直接
PyPIxgboost—直接
PyPIyfinance—直接
npm@activeviam/activeui-scripts5.1.3间接
npm@activeviam/activeui-scripts5.1.7间接
npm@activeviam/activeui-sdk5.1.3间接
npm@activeviam/activeui-sdk5.1.7间接
npm@activeviam/browserslist-config-activeui5.1.3间接
npm@activeviam/browserslist-config-activeui5.1.7间接
npm@activeviam/sandbox-clients5.1.3间接
npm@activeviam/sandbox-clients5.1.7间接
npm@parcel/css^1.5.0间接
npm@rehooks/component-size^1.0.3间接
npm@types/node^16.11.26间接
npm@types/react^18.0.26间接
npmantd^5.1.0间接
npmaxios^0.30.0间接
npmlodash^4.17.15间接
npmpapaparse^5.4.1间接
npmreact^18.0.0间接
npmtypescript^4.8.4间接
依赖安全公告 1

该仓库未发布可被索引解析的包，因此评估的是其自身的依赖图——共 17 个包，其中也包含从不交付的开发与测试版本固定：1 个存在已知公告，1 个为直接依赖。 有 45 个无法评估——没有已解析的版本、生态系统不受支持，或不在所列包清单之内。

软件包版本关系严重程度公告数修复版本
pytest9.0.2直接中29.0.3

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
{
  "data": {
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          "body": "…(#1003)\n\nBumps the all-minor-patch-updates group with 1 update: [pytest](https://github.com/pytest-dev/pytest).\n\n\nUpdates `pytest` from 8.4.0 to 8.4.1\n- [Release notes](https://github.com/pytest-dev/pytest/releases)\n- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)\n- [Comm\n[…]\nte:semver-patch\n  dependency-group: all-minor-patch-updates\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": "Bump pytest from 8.4.0 to 8.4.1 in the all-minor-patch-updates group …",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-06-18T13:29:06Z",
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        {
          "oid": "d7da956ea5db4fc220c447561fc2cd42551b24db",
          "body": "…tes (#999)\n\nBumps the all-minor-patch-updates group with 2 updates in the / directory: [pandas](https://github.com/pandas-dev/pandas) and [pytest](https://github.com/pytest-dev/pytest).\n\n\nUpdates `pandas` from 2.2.3 to 2.3.0\n- [Release notes](https://github.com/pandas-dev/pandas/releases)\n- [Commit\n[…]\nte:semver-minor\n  dependency-group: all-minor-patch-updates\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": "Bump the all-minor-patch-updates group across 1 directory with 2 upda…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-06-12T16:09:07Z",
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          "oid": "94c2fe751c8de16f9e60f352b4e7db2cff24bbaf",
          "body": "* updating notebooks\n\n* adding more screenshots\n\n* pushing images to S3\n\n* updating READMEs\n\n* reverting readmes\n\n* fixing READMEs again\n\n* fixing link\n\n---------\n\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Upgrading Atoti OIDC authentication notebooks (#1001)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2025-06-11T20:21:39Z",
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        {
          "oid": "94182b227e66bff279ca51e210af4f5b24af8022",
          "body": "* adding initial PoC code\n\n* adding web rendering automation script\n\n* refactoring\n\n* more refactoring\n\n* adding manual CI workflow\n\n* adding CI to pull request for testing\n\n* edits\n\n* updating Makefile\n\n* adding reachable ip address\n\n* adding a wait for jupyterlab server to spin up\n\n* commenting ou\n[…]\nto READMEs\n\n* final edits\n\n* final final edits\n\n* final final final edit\n\n* final final final final edits\n\n* fixing typo\n\n* last edit, I promise\n\n---------\n\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Adding automated web browser rendering (#995)",
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          "author_login": "andrewyang94",
          "committed_at": "2025-06-11T20:21:26Z",
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          "oid": "807188e9aabe322c46df7bb75083939fe27f32fa",
          "body": "Bumps the all-minor-patch-updates group with 1 update: [pytest-xdist](https://github.com/pytest-dev/pytest-xdist).\n\n\nUpdates `pytest-xdist` from 3.6.1 to 3.7.0\n- [Release notes](https://github.com/pytest-dev/pytest-xdist/releases)\n- [Changelog](https://github.com/pytest-dev/pytest-xdist/blob/master/\n[…]\nte:semver-minor\n  dependency-group: all-minor-patch-updates\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": "Bump pytest-xdist in the all-minor-patch-updates group (#997)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-05-27T17:52:10Z",
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          "oid": "86ff81c14fcdb62153b429c3b80ee5faafb5b9ed",
          "body": null,
          "is_bot": false,
          "headline": "Upgrading notebooks to Atoti Python SDK 0.9.6 (#996)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2025-05-18T14:24:44Z",
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        {
          "oid": "c0b1c6fb4d25f7e0f9381adb9f8f35f45c646fb1",
          "body": "Updates the requirements on [xgboost](https://github.com/dmlc/xgboost) to permit the latest version.\n- [Release notes](https://github.com/dmlc/xgboost/releases)\n- [Changelog](https://github.com/dmlc/xgboost/blob/master/NEWS.md)\n- [Commits](https://github.com/dmlc/xgboost/compare/v2.1.1...v3.0.1)\n\n--\n[…]\nendency-version: 3.0.1\n  dependency-type: direct:production\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": "Update xgboost requirement from <3,>=2.1.1 to >=2.1.1,<4 (#994)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2025-05-15T22:07:57Z",
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          "oid": "7bee665163ffbf14ad3e34ba92c5ec7bb4e591b8",
          "body": null,
          "is_bot": false,
          "headline": "Resolving remaining `axios` security vulnerability (#993)",
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          "author_login": "andrewyang94",
          "committed_at": "2025-05-15T18:15:58Z",
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          "body": "* updating axios\n\n* updating README\n\n* adding dependency review action as a test\n\n* removing workflow after passing\n\n---------\n\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Resolving `axios` security vulnerabilities (#992)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2025-05-13T19:57:10Z",
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          "is_bot": false,
          "headline": "Adding PyTest to CI pipelines (#991)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2025-05-09T08:24:59Z",
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          "is_coding_agent": false
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        {
          "oid": "839c36a45111f5cfcc22a94e646fbb81dcd1e635",
          "body": "* adding intraday liquidity notebook\n\n* adding files so far\n\n* linting\n\n* adding source simulation and updated gifs\n\n* linting\n\n* cleaning up files\n\n* adding in gifs and pushing to s3. Deleting local img folder\n\n* edits\n\n* updating READMEs\n\n* minor comments\n\n* refreshing widget\n\n* adding updates\n\n* linting\n\n* cleaning up files and pushing data files to S3\n\n* linting\n\n* updating to 0.9.5\n\n---------\n\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Upgrading intraday liquidity notebook (#982)",
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          "committed_at": "2025-04-08T15:26:49Z",
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          "oid": "642d6f503e75b7775e843a085fbcc33cdf52197b",
          "body": "* upgrading notebooks to 0.9.5\n\n* fixing security implementation notebooks for session.tables.restrictions.update\n\n* upgrading observability notebook\n\n* upgrading pandas comparison notebook\n\n* upgrading 04-LDAP security implementation notebook + renaming Atoti Python API -> Atoti Python SDK\n\n* upgra\n[…]\n dropping to batch of 5 again\n\n* adding non-upgraded notebooks to test exclusion for now\n\n* upgrading virtual hierarchies notebook\n\n* minor edit\n\n---------\n\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Upgrading notebooks to Atoti Python SDK 0.9.5 (#989)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2025-04-08T14:05:29Z",
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        {
          "oid": "e0dd1b41a0410bee52c41b175e8d971a0e5d45af",
          "body": "Updates the requirements on [protobuf](https://github.com/protocolbuffers/protobuf) to permit the latest version.\n- [Release notes](https://github.com/protocolbuffers/protobuf/releases)\n- [Changelog](https://github.com/protocolbuffers/protobuf/blob/main/protobuf_release.bzl)\n- [Commits](https://gith\n[…]\nendency-name: protobuf\n  dependency-type: direct:production\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": "Update protobuf requirement from <6,>=5.28.2 to >=5.28.2,<7 (#988)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2025-03-14T12:58:56Z",
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        {
          "oid": "1a2391bf67c1a709b81a6f82d337bb62bc89f37e",
          "body": "* upgrading majority of notebooks to 0.9.4\n\n* adding atoti main pandas comparison\n\n* updating atoti pandas pandas-main notebook\n\n* updating remaining 3 notebooks\n\n* upgrading credit risk and liquidity risk notebooks\n\n* adding updates to irrbb notebook\n\n* fixing widgets and updating gifs\n\n* updating \n[…]\nout to 300 seconds\n\n* raising timeouts to 600 seconds\n\n* adding in liquidity-risk notebook to test exclusion to avoid timeout failures (for now)\n\n---------\n\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Upgrading notebooks to Atoti Python API 0.9.4 (#986)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2025-03-03T19:40:30Z",
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        {
          "oid": "1e0e2927dc27596426a4a78fd3dbe1592e3f8fd6",
          "body": "…#983)\n\nUpdates the requirements on [fsspec](https://github.com/fsspec/filesystem_spec) to permit the latest version.\r\n- [Commits](https://github.com/fsspec/filesystem_spec/compare/2024.6.1...2025.2.0)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: fsspec\r\n  dependency-type: direct:production\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Update fsspec requirement from <2025,>=2024.6.1 to >=2024.6.1,<2026 (…",
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          "author_login": "dependabot[bot]",
          "committed_at": "2025-02-18T16:23:45Z",
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          "is_coding_agent": false
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        {
          "oid": "23f4d77116263b0e7986d9a6ca95c241a690790d",
          "body": "Updates the requirements on [s3fs](https://github.com/fsspec/s3fs) to permit the latest version.\r\n- [Changelog](https://github.com/fsspec/s3fs/blob/main/release-procedure.md)\r\n- [Commits](https://github.com/fsspec/s3fs/compare/2024.6.1...2025.2.0)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: s3fs\r\n  dependency-type: direct:production\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Update s3fs requirement from <2025,>=2024.6.1 to >=2024.6.1,<2026 (#984)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-02-18T16:07:58Z",
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        {
          "oid": "96a7b57f47dd6b5a59ade9a8079223f726a8a5a5",
          "body": "* adding changes so far\r\n\r\n* minor edit\r\n\r\n* pushing updates\r\n\r\n* cleaning up notebook\r\n\r\n* finalizing notebook\r\n\r\n* final edits\r\n\r\n* linting\r\n\r\n* adding notebook to test exclusion\r\n\r\n* removing observability plugin from pyproject.toml\r\n\r\n* updating README\r\n\r\n* reverting files out of scope\r\n\r\n* refr\n[…]\nating sentence to be more neutral tone\r\n\r\n* updating READMEs\r\n\r\n* adding minor excerpt for navigating to localhost:3000\r\n\r\n* updating README\r\n\r\n---------\r\n\r\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Adding observability with OpenTelemetry notebook (#979)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2025-01-22T16:05:35Z",
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        {
          "oid": "6d9caeefc3266b0a346c243d83d0d666e5e065d2",
          "body": null,
          "is_bot": false,
          "headline": "Upgrading notebooks to Atoti Python API version `0.9.3` (#981)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2025-01-17T19:51:08Z",
          "body_truncated": false,
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        {
          "oid": "966b4ea6e1e9ad3e668f83ec9d34bb6a47924479",
          "body": "…within the same PR (#977)",
          "is_bot": false,
          "headline": "Adding concurrency key to cancel previously running commit pipelines …",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-12-31T15:03:57Z",
          "body_truncated": false,
          "is_coding_agent": false
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        {
          "oid": "34273ce75127518843cf21b4ac07bdbff00e8678",
          "body": null,
          "is_bot": false,
          "headline": "Adding notebook testing in parallel (#978)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-12-31T15:03:45Z",
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          "is_coding_agent": false
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        {
          "oid": "9c2baea3e9d7f4acf4464bcd815ed0babfdcad26",
          "body": "* setting up Atoti Python API continuous build + upgrading dependencies\r\n\r\n* updating continuous build to latest commit\r\n\r\n* upgrading available academy notebooks\r\n\r\n* upgrading all technical guides to 0.9.2\r\n\r\n* updating 1/3 market risk use case notebooks\r\n\r\n* upgrading remaining market risk notebo\n[…]\n\r\n* regenerating readmes\r\n\r\n* removing alternative methods of installation in README\r\n\r\n* fixing deprecation warning\r\n\r\n* refreshing widgets\r\n\r\n---------\r\n\r\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Upgrading notebooks to Atoti Python API version `0.9.2` (#976)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-12-09T13:53:11Z",
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        },
        {
          "oid": "24aa0a04a62484b7ae3b4ea921d1683379742815",
          "body": "* updating GHA and tested notebooks in day-to-day pipeline\r\n\r\n* linting\r\n\r\n* adding back in short-running finance use case notebooks\r\n\r\n---------\r\n\r\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Adding parallel OS testing to GHA (#974)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-12-05T22:13:34Z",
          "body_truncated": false,
          "is_coding_agent": false
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        {
          "oid": "5da81d83730663b80774b8b9596f7dc42db56250",
          "body": "… (#972)\n\n* adding link to README\r\n\r\n* updating READMEs\r\n\r\n* updating atoti pandas README link + fixing github action URLs\r\n\r\n---------\r\n\r\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Adding Atoti pandas article link to README + fixing broken GHA badges…",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-11-13T21:15:32Z",
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        {
          "oid": "61065421278b6427fbbe66fdbced9bd30cf7a890",
          "body": null,
          "is_bot": false,
          "headline": "Updating Atoti pandas Comparison README (#971)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-11-12T14:21:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45e526a5dfd15380415cd7a8e0b05388ff688a6d",
          "body": "Updates the requirements on [watchdog](https://github.com/gorakhargosh/watchdog) to permit the latest version.\r\n- [Release notes](https://github.com/gorakhargosh/watchdog/releases)\r\n- [Changelog](https://github.com/gorakhargosh/watchdog/blob/master/changelog.rst)\r\n- [Commits](https://github.com/gora\n[…]\ncy-name: watchdog\r\n  dependency-type: direct:production\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Update watchdog requirement from <6,>=5.0.3 to >=5.0.3,<7 (#969)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-11-11T15:11:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0a7f8bbfb1e90d0743beadce9b83c5c109344025",
          "body": "* atoti-pandas-comparison folder init\r\n\r\n* updating pyproject.toml with atoti_pandas_benchmark dependencies\r\n\r\n* pushing atoti vs. pandas notebook\r\n\r\n* linting and reverting pandas-main code to use S3\r\n\r\n* exclusing real time risk notebook, as it required a running docker container\r\n\r\n* adding atoti\n[…]\n benchmark notebook to test exclusion\r\n\r\n* updating namings and capitalizations\r\n\r\n---------\r\n\r\nCo-authored-by: printhellohetal <printhellohetal@gmail.com>\r\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Adding atoti pandas comparison notebook (#970)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-11-08T21:55:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bc26eeb649d45de67bcfa8fd05a03a68c07eadb3",
          "body": null,
          "is_bot": false,
          "headline": "Updating workflow badge URL (#967)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-10-30T16:11:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8a898ab3f2071decabe9df0ffe4f4fbbce1d809c",
          "body": "* upgrading list of notebooks with continuous build for 0.9.1\r\n\r\n* upgrading to 0.9.1 and running storytelling notebooks\r\n\r\n* refreshing clickhouse notebook\r\n\r\n* refreshing notebook widgets\r\n\r\n* updating readmes\r\n\r\n* updating version badges\r\n\r\n* refreshing last widget\r\n\r\n* Update README.md\r\n\r\n* final refresh again\r\n\r\n---------\r\n\r\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Upgrading notebooks to Atoti Python API version `0.9.1` (#965)",
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          "author_login": "andrewyang94",
          "committed_at": "2024-10-21T18:25:07Z",
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        },
        {
          "oid": "3b15d715c21bef57e4294e15118f1e2b9a82165a",
          "body": "…g GHA `test` workflow (#962)\n\n* migrating to uv + adjusting GHA\r\n\r\n* adding step to create virtual environment for uv\r\n\r\n* adding ruff to dependency list\r\n\r\n* updating test.yaml to show installed packages (debug)\r\n\r\n* adding --seed arg to seed venv with pip and setting explicit UV_PYTHON env var to\n[…]\n repo\r\n\r\n* editing version number for ipywidgets\r\n\r\n* swapping out image for light version\r\n\r\n* README edit to suggest not mixing uv + conda\r\n\r\n---------\r\n\r\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Migrating repo dependency management from `poetry` to `uv` + adjustin…",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-10-18T19:36:13Z",
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        {
          "oid": "c94dd4a9a85af3c27c900692bc1f5515c01e12c5",
          "body": "---\r\nupdated-dependencies:\r\n- dependency-name: boto3\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-minor\r\n  dependency-group: all-minor-patch-updates\r\n- dependency-name: quantlib\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-minor\r\n  dependency-group: all-minor-patch-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump the all-minor-patch-updates group with 2 updates (#961)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-10-14T19:29:46Z",
          "body_truncated": false,
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        {
          "oid": "fd2a901173a8f00ff81de7f9520354b6d39f3874",
          "body": "* updating pyproject.toml to avoid version conflicts\r\n\r\n* writing new lock file\r\n\r\n* upgrading intro-to-atoti for the most part, need to wait for bug fix\r\n\r\n* writing new lock file\r\n\r\n* updating 01 and 02 storytelling notebooks\r\n\r\n* updating aggregate-provider notebook\r\n\r\n* upgrading auto-cube noteb\n[…]\nk\r\n\r\n* updating version number for notebooks\r\n\r\n* updating readmes\r\n\r\n* editing pyproject.toml\r\n\r\n* version pinning cvar optimizer to 0.8.14\r\n\r\n---------\r\n\r\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Upgrading Notebooks to Atoti Python API version `0.9.0` (#916)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-10-11T14:41:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5ed7418ed743b28e241e32d750dab3a5da5bdb5d",
          "body": "…tes (#960)\n\n---\r\nupdated-dependencies:\r\n- dependency-name: statsmodels\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n  dependency-group: all-minor-patch-updates\r\n- dependency-name: watchdog\r\n  dependency-type: direct:production\r\n  update-type: version-update:sem\n[…]\nmver-patch\r\n  dependency-group: all-minor-patch-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump the all-minor-patch-updates group across 1 directory with 6 upda…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-10-09T20:20:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "aa2d8a3c34007bbc1eaec13fc13fb603902b4303",
          "body": null,
          "is_bot": false,
          "headline": "Updating Atoti Python API README video (#950)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-09-17T17:23:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "adbfd8239a1ef622e70323c10367636fb4bad4ae",
          "body": "…tes (#948)\n\n---\r\nupdated-dependencies:\r\n- dependency-name: statsmodels\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n  dependency-group: all-minor-patch-updates\r\n- dependency-name: protobuf\r\n  dependency-type: direct:production\r\n  update-type: version-update:sem\n[…]\nmver-patch\r\n  dependency-group: all-minor-patch-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump the all-minor-patch-updates group across 1 directory with 4 upda…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-09-16T17:08:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "39067a28b966070fe8224ff74e5e30916cbd1862",
          "body": "…946)\n\nBumps the all-minor-patch-updates group with 1 update: [ruff](https://github.com/astral-sh/ruff).\r\n\r\n\r\nUpdates `ruff` from 0.6.3 to 0.6.4\r\n- [Release notes](https://github.com/astral-sh/ruff/releases)\r\n- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)\r\n- [Commits](https:\n[…]\nmver-patch\r\n  dependency-group: all-minor-patch-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump ruff from 0.6.3 to 0.6.4 in the all-minor-patch-updates group (#…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-09-06T20:20:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ffffd7cb08900209ead106cb8503425e1dd5b4cd",
          "body": "…p (#945)\n\n---\r\nupdated-dependencies:\r\n- dependency-name: watchdog\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n  dependency-group: all-minor-patch-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump watchdog from 5.0.1 to 5.0.2 in the all-minor-patch-updates grou…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-09-04T13:30:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c4f2f4ab6be077d338def63ea59b940ce60045a6",
          "body": "…tes (#943)\n\n---\r\nupdated-dependencies:\r\n- dependency-name: watchdog\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n  dependency-group: all-minor-patch-updates\r\n- dependency-name: ruff\r\n  dependency-type: direct:development\r\n  update-type: version-update:semver-patch\r\n  dependency-group: all-minor-patch-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump the all-minor-patch-updates group across 1 directory with 2 upda…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-09-03T15:46:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bb6710af56e3bd3cf98cb71d08b76a3891580642",
          "body": "…oup (#941)\n\n---\r\nupdated-dependencies:\r\n- dependency-name: protobuf\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-minor\r\n  dependency-group: all-minor-patch-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump protobuf from 5.27.4 to 5.28.0 in the all-minor-patch-updates gr…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-29T14:31:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "69f358580fabfa4530ef75bc3b58d8486eaf1a47",
          "body": "* updating remaining READMEs\r\n\r\n* updating README\r\n\r\n* Updating hard-coded 01-atoti-academy README.md\r\n\r\n---------\r\n\r\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Updating remaining READMEs with new branding (#939)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-08-28T15:06:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "354fb0a6105c4f6fa4cfb929b14d272da5511465",
          "body": "…oup (#940)\n\n---\r\nupdated-dependencies:\r\n- dependency-name: protobuf\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n  dependency-group: all-minor-patch-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump protobuf from 5.27.3 to 5.27.4 in the all-minor-patch-updates gr…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-28T14:43:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f45ae2a57c5c7ad17c517ae40b49af611e4041c1",
          "body": "---\r\nupdated-dependencies:\r\n- dependency-name: watchdog\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-major\r\n  dependency-group: all-major-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump watchdog from 4.0.2 to 5.0.0 in the all-major-updates group (#938)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-27T15:11:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b8ccbf0489c01f90665c86577bb480fd678ffe37",
          "body": "…tes (#937)\n\n---\r\nupdated-dependencies:\r\n- dependency-name: ipywidgets\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n  dependency-group: all-minor-patch-updates\r\n- dependency-name: yfinance\r\n  dependency-type: direct:production\r\n  update-type: version-update:semv\n[…]\nmver-minor\r\n  dependency-group: all-minor-patch-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump the all-minor-patch-updates group across 1 directory with 3 upda…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-26T18:53:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3c36f8ed56d4acdbff159439eb923007d7971a3c",
          "body": "* updating READMEs\r\n\r\n* updating READMEs again\r\n\r\n* updating READMEs again\r\n\r\n* downgrading nltk\r\n\r\n* upgrading nltk to 3.9.1\r\n\r\n---------\r\n\r\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Updating Top-Level README (#933)",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-08-19T20:23:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f5287907461f1a6234563d1d8804896002b74130",
          "body": "---\r\nupdated-dependencies:\r\n- dependency-name: matplotlib\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n  dependency-group: all-minor-patch-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump matplotlib in the all-minor-patch-updates group (#930)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-13T13:01:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "94c123e7486e8b988391dcf27988c54b8e115bdf",
          "body": "Bumps [aiohttp](https://github.com/aio-libs/aiohttp) from 3.9.5 to 3.10.2.\r\n- [Release notes](https://github.com/aio-libs/aiohttp/releases)\r\n- [Changelog](https://github.com/aio-libs/aiohttp/blob/master/CHANGES.rst)\r\n- [Commits](https://github.com/aio-libs/aiohttp/compare/v3.9.5...v3.10.2)\r\n\r\n---\r\nu\n[…]\n- dependency-name: aiohttp\r\n  dependency-type: indirect\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump aiohttp from 3.9.5 to 3.10.2 (#928)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-12T13:52:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9884d9d7e76e8d4cb16244ac5ccd574f7a4c9df7",
          "body": "---\r\nupdated-dependencies:\r\n- dependency-name: watchdog\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n  dependency-group: all-minor-patch-updates\r\n- dependency-name: lxml\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-minor\r\n  depende\n[…]\nmver-patch\r\n  dependency-group: all-minor-patch-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump the all-minor-patch-updates group with 3 updates (#927)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-12T13:12:06Z",
          "body_truncated": true,
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        },
        {
          "oid": "e724519255c8f89cbdd10d81270bdf73eb433c56",
          "body": "… (#926)\n\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "reverting jupyterlab to <4.2 and setting ignore clause for dependabot…",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-08-09T13:37:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0c31fac3d3c77d63295f9428edc9c9940d9445d5",
          "body": "…tes (#924)\n\n---\r\nupdated-dependencies:\r\n- dependency-name: matplotlib\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n  dependency-group: all-minor-patch-updates\r\n- dependency-name: quantlib\r\n  dependency-type: direct:production\r\n  update-type: version-update:semv\n[…]\nmver-patch\r\n  dependency-group: all-minor-patch-updates\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump the all-minor-patch-updates group across 1 directory with 5 upda…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-09T12:20:14Z",
          "body_truncated": true,
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        },
        {
          "oid": "9ef4a708431473d8943c57ead0f20ef40e088c23",
          "body": "…-updates, and enables auto-rebase (#922)\n\n* pushing updated dependabot.yml\r\n\r\n* pushing dependabot validate action\r\n\r\n* updating syntax\r\n\r\n* edit group name\r\n\r\n* removing validation check\r\n\r\n---------\r\n\r\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": false,
          "headline": "Updates dependabot.yml to organize PRs to minor-patch-updates + major…",
          "author_name": "andrewyang94",
          "author_login": "andrewyang94",
          "committed_at": "2024-08-08T21:19:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "56b5a822a9759037745709ed4c9c6800259e60f3",
          "body": "---\r\nupdated-dependencies:\r\n- dependency-name: protobuf\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-major\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump protobuf from 4.25.3 to 5.27.3 (#917)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-08T19:43:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5684480310ee78978acd5d40412ccf016149277a",
          "body": "---\r\nupdated-dependencies:\r\n- dependency-name: tsfresh\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump tsfresh from 0.20.2 to 0.20.3 (#918)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-08T18:28:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "419fd0d6e574c1d89eb624795f6a5236d9ba9496",
          "body": "---\r\nupdated-dependencies:\r\n- dependency-name: xgboost\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-major\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump xgboost from 1.7.6 to 2.1.1 (#919)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-08T18:17:30Z",
          "body_truncated": false,
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        },
        {
          "oid": "eb79cfd6a8a72774d0666bf7ddfedebd7631ae63",
          "body": "---\r\nupdated-dependencies:\r\n- dependency-name: scikit-learn\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump scikit-learn from 1.5.0 to 1.5.1 (#920)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-08T18:04:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0c7d4f0c91a1108439be96abf5f39bcac8e9d2d5",
          "body": "Bumps [openpyxl](https://openpyxl.readthedocs.io) from 3.1.3 to 3.1.5.\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: openpyxl\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump openpyxl from 3.1.3 to 3.1.5 (#921)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-08T17:51:11Z",
          "body_truncated": false,
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        },
        {
          "oid": "8ebb5c6687afa5cbf23973b4d77ba30ca8814fd9",
          "body": "---\r\nupdated-dependencies:\r\n- dependency-name: lxml\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-major\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump lxml from 4.9.4 to 5.2.2 (#912)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-06T17:10:23Z",
          "body_truncated": false,
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        {
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          "is_bot": true,
          "headline": "Bump orjson from 3.10.3 to 3.10.6 (#913)",
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          "is_bot": true,
          "headline": "Bump ruff from 0.5.2 to 0.5.6 (#914)",
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          "is_bot": true,
          "headline": "Bump llvmlite from 0.40.1 to 0.43.0 (#915)",
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          "is_bot": true,
          "headline": "Bump folium from 0.14.0 to 0.17.0 (#908)",
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          "body": "* Bump yfinance from 0.2.40 to 0.2.41\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: yfinance\r\n  dependency-type: direct:production\r\n  update-type: version-update:semver-patch\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\n\r\n* updating poetry.lock file\r\n\r\n* writing new lock file\r\n\r\n\n[…]\nred-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\nCo-authored-by: andrewyang94 <153026626+andrewyang94@users.noreply.github.com>\r\nCo-authored-by: Andrew Yang <aya@aya.local>",
          "is_bot": true,
          "headline": "Bump yfinance from 0.2.40 to 0.2.41 (#909)",
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          "is_bot": true,
          "headline": "Bump pandas from 2.0.3 to 2.2.2 (#910)",
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          "is_bot": true,
          "headline": "Bump watchdog from 3.0.0 to 4.0.1 (#907)",
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          "body": "Bumps [urllib3](https://github.com/urllib3/urllib3) from 1.26.18 to 1.26.19.\r\n- [Release notes](https://github.com/urllib3/urllib3/releases)\r\n- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)\r\n- [Commits](https://github.com/urllib3/urllib3/compare/1.26.18...1.26.19)\r\n\r\n---\r\nupd\n[…]\n- dependency-name: urllib3\r\n  dependency-type: indirect\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
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                  {
                    "code": "owner_followers",
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                      "count": 36,
                      "login": "activeviam"
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                ],
                "max_points": 25
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              {
                "key": "track_record",
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                "detail": "10 public repos, account ~9 yr old",
                "points": 19.6,
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        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
        "key": "engineering",
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                "key": "openssf_scorecard_ci_tests",
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                "details": [],
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              },
              {
                "key": "dangerous_workflow",
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                "points": 10,
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                "details": [],
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              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
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              {
                "key": "license",
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                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
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              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
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              {
                "key": "packaging",
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                "points": 0,
                "status": "excluded",
                "details": [
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                    "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": [],
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              },
              {
                "key": "sast",
                "name": "SAST",
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                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "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",
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                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
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                "max_points": 7.5
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                "key": "token_permissions",
                "name": "Token-Permissions",
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                "points": 0,
                "status": "missed",
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                "max_points": 7.5
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              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
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                "points": 0,
                "status": "missed",
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            ]
          },
          {
            "key": "dependency_advisories",
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            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 17 resolved dependencies against OSV; 45 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
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                "code": "excluded_no_data",
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                "code": "weights_renormalized",
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              {
                "code": "advisories_scope_repository",
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              {
                "code": "advisories_unassessed",
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                "code": "advisories_repo_graph_caveat",
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              {
                "code": "advisories_reachability",
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            ],
            "value": 67,
            "inputs": {
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              "affected_packages": 1,
              "assessed_packages": 17,
              "unassessed_packages": 45,
              "affected_by_severity": "moderate 1",
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            "components": [
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                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: pytest 9.0.2 (moderate 6.8)",
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                "status": "partial",
                "details": [
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                ],
                "max_points": 35
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                "points": 0,
                "status": "excluded",
                "details": [
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                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 186 days ago",
                "points": 34.2,
                "status": "partial",
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          },
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            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
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              "direct_malicious_packages": 0,
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          {
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            "notes": [
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            "notes": [],
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              "largest_source_bytes": 47962,
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              "oversized_source_files": 0
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                "points": 27,
                "status": "partial",
                "details": [
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                    "code": "typecheck_config_language",
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                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/59 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
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                ],
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            ]
          },
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            "key": "ai_interfaces",
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            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "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",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [],
      "scores": {},
      "primary": null,
      "evidence": [],
      "artifacts": [],
      "confidence": "none",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": false
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "Could not fetch pypi package 'notebooks' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-27T19:37:11.743213Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/activeviam/atoti-notebooks.svg",
  "full_name": "activeviam/atoti-notebooks",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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与 activeviam/atoti-notebooks 共享目录标签或生态系统的已检测仓库。 并排阅读 →

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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 v2.3.1、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.