公开记录良好
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-26 22:12 UTC
JuliaPy / PythonCall.jl
Python and Julia in harmony.
JuliaPy/PythonCall.jl 的健康指数为 100 分中的 73 分，处于「良好」区间。 其得分最高的类别是Vitality（88/100），最低的是AI Readiness（52/100）。 最近一次更新在 1 天前。 近期的大部分工作由 1 位贡献者完成。
73
总分 / 100软件健康指数
指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 49（有风险）的上限。AI 就绪度不计入总体分。
73
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
所有权
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 |
|---|---|---|---|---|---|
| PyPI | juliacall | 0.9.35 | 194,659 | 44 | 48 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？
88
开发活跃度
80良好
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 1 天前 |
| 17.3/36 | 提交节奏 — 52 周中有 25 周有提交 |
| 16.6/18 | 提交量 — 最近一年 69 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 25 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 69 |
| human_commit_share | 0.82 |
| days_since_last_push | 1 |
| active_weeks_last_year | 25 |
发布纪律
100优秀
评分方式
| 27/27 | 有发布版本 — 已发布 50 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 48 天前 |
| 27/27 | 发布节奏 — 约每 36.4 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 50 |
| latest_release_tag | v0.9.35 |
| releases_from_tags | 否 |
| days_since_latest_release | 48 |
| mean_days_between_releases | 36.4 |
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？
67
流行度与采用
68中等
评分方式
| 49.1/60 | 星标 — 1,059 个星标 |
| 16/25 | 复刻 — 84 个复刻 |
| 3.3/15 | 关注者 — 5 位关注者 |
所用输入
| forks | 84 |
| stars | 1,059 |
| watchers | 5 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
50中等
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 0/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
生态采用（下载量）
88优秀
评分方式
| 70.5/80 | 月度下载量 — pypi 合计每月 194,659 次下载 |
| 0/20 | 注册表被依赖数 — 该生态系统不报告此项 |
所用输入
| packages | juliacall |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 194,659 |
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？
65
维护者韧性（巴士系数）
43存在风险
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 10.5/22.5 | 提交分布 — 头号贡献者编写了 53% 的提交 |
| 13.5/13.5 | 贡献者广度 — 42 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 9 contributing companies or organizations |
所用输入
| bus_factor | 1 |
| contributors_sampled | 42 |
| top_contributor_share | 0.534 |
议题与 PR 响应能力
65中等
评分方式
| 31/46.8 | 议题解决 — 66% 的议题已关闭 |
| 29.4/38.3 | PR 接受 — 已裁定的 PR 中 155/202 已合并 |
| 4.5/15 | OpenSSF Scorecard：Code-Review — Found 7/23 approved changesets -- score normalized to 3 |
所用输入
| merged_prs | 155 |
| open_issues | 179 |
| closed_issues | 353 |
| issue_closed_ratio | 0.664 |
| closed_unmerged_prs | 47 |
所有权与托管责任
65中等
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 14.6/25 | 所有者影响力 — JuliaPy 有 106 位关注者 |
| 20.8/25 | 既往记录 — 15 个公开仓库，账户约 9 年 |
所用输入
| followers | 106 |
| owner_type | Organization |
| is_verified | — |
| owner_login | JuliaPy |
| public_repos | 15 |
| account_age_days | 3,610 |
软件包维护
100优秀
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 48 天前 |
| 20/20 | 版本历史 — 44 个已发布版本 |
| 20/20 | 未被弃用 — 活跃，未被弃用或撤回 |
所用输入
| packages | juliacall |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 48 |
工程质量
基础的工程与文档实践是否到位？
81
工程实践
68中等
评分方式
| 24/24 | CI 工作流 — 9 个工作流 |
| 24/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard：CI-Tests — 22 out of 22 merged PRs checked by a CI test -- score normalized to 10 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
文档
100优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://juliapy.github.io/PythonCall.jl/stable/ |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 4 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | julia, python, interoperability, ffi |
| has_wiki | 是 |
| homepage | https://juliapy.github.io/PythonCall.jl/stable/ |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
安全
可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？
63
安全态势
54中等
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 2.5/2.5 | CI-Tests — 22 out of 22 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 2.2/7.5 | Code-Review — Found 7/23 approved changesets -- score normalized to 3 |
| 2.5/2.5 | Contributors — project has 9 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 25 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — 无数据 |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 5.4 |
已排除计分（无数据或不适用）：packaging, signed_releases。 其余权重已重新归一化。
依赖安全公告
100优秀
评分方式
| 35/35 | 直接依赖不含已知公告 — 没有直接依赖携带已知公告 |
| 25/25 | 间接依赖不含已知公告 — 没有间接依赖携带已知公告 |
| 0/40 | 没有长期未处理的公告 — 没有公告带有发布日期 |
所用输入
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 5 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
已排除计分（无数据或不适用）：没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:juliacall@0.9.35 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 5 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。
52
AI 代理上下文与指引
85优秀
评分方式
| 45/45 | 代理指令 — AGENTS.md |
| 0/15 | 机器可读文档（llms.txt） |
| 39.7/40 | 可读的提交历史 — 82 次人类提交中有 61 次说明了意图（结构化标题或解释性正文） |
所用输入
| has_llms_txt | 否 |
| legible_history_share | 0.744 |
| agent_instruction_files | AGENTS.md |
| agent_instruction_max_bytes | 1,080 |
验证循环（构建 / 测试 / 类型检查）
30存在风险
评分方式
| 0/18 | 一条命令的引导启动 |
| 22/22 | 自动化测试 |
| 0/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 0/10 | 可复现环境 |
| 0/10 | 已体现的代理实践 — 最近 100 次提交中没有代理编写的提交 |
| 8/8 | 自动化维护 — 最近 100 次提交中有 18 次为自动依赖更新 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | — |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0.18 |
面向模型的代码可读性
55中等
评分方式
| 0/45 | 可类型检查的代码 — Julia，未配置类型检查 |
| 55/55 | 可控的文件大小 — 采样的 9 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | Julia |
| largest_source_bytes | 13,535 |
| source_files_sampled | 9 |
| oversized_source_files | 0 |
机器可读接口
40存在风险
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples, notebooks |
所用输入
| example_dirs | examples, notebooks |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
1,059GitHub 星标
42贡献者
69最近 12 个月提交数
1距最近推送天数
50发布版本数
1巴士系数（bus factor）
179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
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
更多细节
Star 与 Fork 历史 0 ★ / 84 ⇿
0Star
84Fork
50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。
主版本 0次版本 9修订 41
每个点涵盖 5 天。
OpenSSF Scorecard 5.4 / 10
5.4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）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 10 | CI-Tests | 22 out of 22 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 3 | Code-Review | Found 7/23 approved changesets -- score normalized to 3 |
| 10 | Contributors | project has 9 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 25 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10 |
| 不适用 | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
直接依赖 1
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | juliapkg | >=0.1.24, <0.2 | pyproject.toml |
全部依赖 未采集
本报告未能采集到解析后的依赖集合：GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
依赖安全公告 0
安装 pypi:juliacall@0.9.35 会引入 5 个包（直接与传递）：其中 0 个存在已知公告，0 个为直接依赖。
没有已知公告影响已评估的依赖。
公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [
"julia",
"python",
"interoperability",
"ffi"
],
"is_fork": false,
"size_kb": 6501,
"has_wiki": true,
"homepage": "https://juliapy.github.io/PythonCall.jl/stable/",
"languages": {
"Julia": 544991,
"Python": 40329,
"Jupyter Notebook": 2273
},
"pushed_at": "2026-07-25T16:33:18Z",
"created_at": "2020-11-03T16:11:11Z",
"owner_type": "Organization",
"updated_at": "2026-07-25T13:40:50Z",
"description": "Python and Julia in harmony.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Julia",
"significant_languages": [
"Julia"
]
},
"owner": {
"blog": null,
"name": null,
"type": "Organization",
"login": "JuliaPy",
"company": null,
"location": null,
"followers": 106,
"avatar_url": "https://avatars.githubusercontent.com/u/22030672?v=4",
"created_at": "2016-09-06T14:36:08Z",
"is_verified": null,
"public_repos": 15,
"account_age_days": 3610
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.9.35",
"kind": "patch",
"published_at": "2026-06-08T07:48:18Z"
},
{
"tag": "v0.9.34",
"kind": "patch",
"published_at": "2026-05-18T14:03:53Z"
},
{
"tag": "v0.9.33",
"kind": "patch",
"published_at": "2026-05-18T10:17:11Z"
},
{
"tag": "v0.9.32",
"kind": "patch",
"published_at": "2026-05-14T20:41:49Z"
},
{
"tag": "v0.9.31",
"kind": "patch",
"published_at": "2025-12-17T10:03:27Z"
},
{
"tag": "v0.9.30",
"kind": "patch",
"published_at": "2025-11-18T12:48:42Z"
},
{
"tag": "v0.9.29",
"kind": "patch",
"published_at": "2025-11-14T21:49:09Z"
},
{
"tag": "v0.9.28",
"kind": "patch",
"published_at": "2025-09-17T21:58:04Z"
},
{
"tag": "v0.9.27",
"kind": "patch",
"published_at": "2025-08-19T20:39:06Z"
},
{
"tag": "v0.9.26",
"kind": "patch",
"published_at": "2025-07-15T18:49:09Z"
},
{
"tag": "v0.9.25",
"kind": "patch",
"published_at": "2025-05-13T22:33:03Z"
},
{
"tag": "v0.9.24",
"kind": "patch",
"published_at": "2025-01-22T10:32:05Z"
},
{
"tag": "v0.9.23",
"kind": "patch",
"published_at": "2024-08-22T20:08:14Z"
},
{
"tag": "v0.9.22",
"kind": "patch",
"published_at": "2024-08-07T06:40:23Z"
},
{
"tag": "v0.9.21",
"kind": "patch",
"published_at": "2024-07-20T21:50:22Z"
},
{
"tag": "v0.9.20",
"kind": "patch",
"published_at": "2024-05-01T13:41:27Z"
},
{
"tag": "v0.9.19",
"kind": "patch",
"published_at": "2024-03-19T18:54:37Z"
},
{
"tag": "v0.9.18",
"kind": "patch",
"published_at": "2024-03-18T19:01:11Z"
},
{
"tag": "v0.9.17",
"kind": "patch",
"published_at": "2024-03-16T18:09:32Z"
},
{
"tag": "v0.9.16",
"kind": "patch",
"published_at": "2024-03-14T19:17:43Z"
},
{
"tag": "v0.9.15",
"kind": "patch",
"published_at": "2023-10-25T17:55:58Z"
},
{
"tag": "v0.9.14",
"kind": "patch",
"published_at": "2023-07-26T20:27:49Z"
},
{
"tag": "v0.9.13",
"kind": "patch",
"published_at": "2023-05-14T14:21:52Z"
},
{
"tag": "v0.9.12",
"kind": "patch",
"published_at": "2023-02-28T13:50:07Z"
},
{
"tag": "v0.9.11",
"kind": "patch",
"published_at": "2023-02-15T18:59:21Z"
},
{
"tag": "v0.9.10",
"kind": "patch",
"published_at": "2022-12-02T22:43:39Z"
},
{
"tag": "v0.9.9",
"kind": "patch",
"published_at": "2022-10-20T18:30:41Z"
},
{
"tag": "v0.9.8",
"kind": "patch",
"published_at": "2022-10-18T10:56:21Z"
},
{
"tag": "v0.9.7",
"kind": "patch",
"published_at": "2022-10-11T13:55:44Z"
},
{
"tag": "v0.9.6",
"kind": "patch",
"published_at": "2022-09-09T19:06:23Z"
},
{
"tag": "v0.9.5",
"kind": "patch",
"published_at": "2022-08-19T16:15:34Z"
},
{
"tag": "v0.9.4",
"kind": "patch",
"published_at": "2022-07-26T11:25:24Z"
},
{
"tag": "v0.9.3",
"kind": "patch",
"published_at": "2022-07-02T18:02:38Z"
},
{
"tag": "v0.9.2",
"kind": "patch",
"published_at": "2022-07-02T17:26:47Z"
},
{
"tag": "v0.9.1",
"kind": "patch",
"published_at": "2022-06-18T20:38:53Z"
},
{
"tag": "v0.9.0",
"kind": "minor",
"published_at": "2022-05-27T00:55:56Z"
},
{
"tag": "v0.8.0",
"kind": "minor",
"published_at": "2022-03-17T18:36:08Z"
},
{
"tag": "v0.7.0",
"kind": "minor",
"published_at": "2022-03-17T17:26:16Z"
},
{
"tag": "v0.6.1",
"kind": "patch",
"published_at": "2022-02-21T19:18:36Z"
},
{
"tag": "v0.6.0",
"kind": "minor",
"published_at": "2022-02-17T15:51:52Z"
},
{
"tag": "v0.5.1",
"kind": "patch",
"published_at": "2022-01-24T10:59:35Z"
},
{
"tag": "v0.5.0",
"kind": "minor",
"published_at": "2021-12-21T18:18:50Z"
},
{
"tag": "v0.4.3",
"kind": "patch",
"published_at": "2021-11-03T18:53:29Z"
},
{
"tag": "v0.4.2",
"kind": "patch",
"published_at": "2021-10-23T16:17:16Z"
},
{
"tag": "v0.4.1",
"kind": "patch",
"published_at": "2021-10-22T10:10:53Z"
},
{
"tag": "v0.4.0",
"kind": "minor",
"published_at": "2021-10-21T18:05:40Z"
},
{
"tag": "v0.3.0",
"kind": "minor",
"published_at": "2021-09-21T15:01:19Z"
},
{
"tag": "v0.2.1",
"kind": "patch",
"published_at": "2021-03-25T10:50:27Z"
},
{
"tag": "v0.2.0",
"kind": "minor",
"published_at": "2021-03-08T18:59:33Z"
},
{
"tag": "v0.1.0",
"kind": "minor",
"published_at": "2021-03-04T21:47:11Z"
}
],
"recent_commits": [
{
"oid": "6024344c3c46a560dbd92c8ece51b0b2859dc952",
"body": "Bumps [actions/setup-python](https://github.com/actions/setup-python) from 6 to 7.\n- [Release notes](https://github.com/actions/setup-python/releases)\n- [Commits](https://github.com/actions/setup-python/compare/v6...v7)\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": "Bump actions/setup-python from 6 to 7 (#803)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-07-25T13:40:45Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "190ba5c95d3d7cf0d29eed58ab8c5343ef5401a2",
"body": "Previously was restricted because the python available in the runner had an old version of openssl so required Julia 1.11 or older.",
"is_bot": false,
"headline": "unrestrict Julia version in python tests",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2026-07-25T13:35:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "acce04205409688f486246755ab7a1f75a004acf",
"body": "Bumps [actions/cache](https://github.com/actions/cache) from 5 to 6.\n- [Release notes](https://github.com/actions/cache/releases)\n- [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md)\n- [Commits](https://github.com/actions/cache/compare/v5...v6)\n\n---\nupdated-dependencies:\n- 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,
"headline": "Bump actions/cache from 5 to 6 (#793)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-06-29T07:45:46Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "256d473bb651e74012a4e4559f1cdda50fa80948",
"body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 6 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/v6...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,
"headline": "Bump actions/checkout from 6 to 7 (#794)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-06-29T07:45:16Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "e477d4d805f5136c274576cc37cea6101bebe4c5",
"body": "Update installation command for the JuliaCall package.\r\n\r\nThe pyjuliacall conda package was split out from the pyjuliapkg conda package (and depends on it).",
"is_bot": false,
"headline": "Fix conda installation command for pyjuliacall (#791)",
"author_name": "Jonas Hörsch",
"author_login": "coroa",
"committed_at": "2026-06-12T20:14:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3d8884fe2631be5a2e8c0b22631de3742db8470e",
"body": "Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 6 to 7.\n- [Release notes](https://github.com/codecov/codecov-action/releases)\n- [Changelog](https://github.com/codecov/codecov-action/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/codecov/codecov-action/compare/v\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": "Bump codecov/codecov-action from 6 to 7 (#789)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-06-12T20:12:16Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "509390a1982428140dcfa15b60f1dcfd42df7a4b",
"body": null,
"is_bot": false,
"headline": "release v0.9.35",
"author_name": "Christopher Rowley",
"author_login": null,
"committed_at": "2026-06-08T07:27:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "79e8a440687d0b199fe2f9a46051986cf65e93da",
"body": "* pass libptr by env var instead\n\n* update changelog\n\n---------\n\nCo-authored-by: Christopher Rowley <github.com/cjdoris>",
"is_bot": false,
"headline": "Libptr by env (#781)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2026-06-02T17:03:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "34d3f55f6051de5d57739d0064d04f8de0005b9e",
"body": "Co-authored-by: Christopher Rowley <github.com/cjdoris>",
"is_bot": false,
"headline": "add method pynext(x, d) (#783)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2026-05-31T19:59:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "241709dcacf53acec78ce003954683b2ec31dd11",
"body": "* fix: rare crash due to race condition\n\nThe vectors PYJLVALUES and PYJLFREEVALUES are modified without any protection against GC-triggered re-entrancy.\n\n _pyjl_dealloc(o1) or PyJuliaValue_SetValue\n └→ push!(PYJLFREEVALUES, idx) # begins resize (sets internal flag)\n └→ vector mu\n[…]\n.\nAdded a SpinLock as defense-in-depth against true multi-thread races.\n\n* fix: no GC disable. avoid resize PYJLFREEVALUES in dealloc\n\n---------\n\nCo-authored-by: Dani Pinyol <dani@avatarcognition.com>",
"is_bot": false,
"headline": "fix crashes using multithreaded julia from python (#758)",
"author_name": "Daniel Pinyol",
"author_login": "dpinol",
"committed_at": "2026-05-31T15:31:13Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "b26f202e1393b7a6d2efa9911ff002d94e8bf9d0",
"body": "Co-authored-by: Christopher Rowley <github.com/cjdoris>",
"is_bot": false,
"headline": "use juliapkg.libjulia() for faster init in juliacall (#782)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2026-05-31T15:23:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6aeeba05fa0f6c38a11751168552cc8ac025dac1",
"body": "* feat(juliacall): allow supplying libjulia path / bindir to skip discovery subprocess\n\ninit() starts a short-lived Julia process solely to print libjulia's\npath and Sys.BINDIR. In pre-built containers / system images these are\nstatic and known ahead of time; allow supplying them via the libpath /\nd\n[…]\nif others are set\n\n* remove 'if' that is always true\n\n---------\n\nCo-authored-by: Nicolae Cudlenco <146981376+ncudlenco@users.noreply.github.com>\nCo-authored-by: Christopher Rowley <github.com/cjdoris>",
"is_bot": false,
"headline": "774 v2 (#779)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2026-05-24T15:09:28Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "b4cd8cf83acdc42d37bdc3b531d80da19bd5bee9",
"body": "…ed (#778)\n\nCo-authored-by: Christopher Rowley <github.com/cjdoris>",
"is_bot": false,
"headline": "only set JULIA_DEBUG=PythonCall when running with debug logging enabl…",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2026-05-24T13:56:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1974b203af8572fd8744b2032abdace5b91487b8",
"body": "* Reject PyArray buffer with suboffsets\n\n* nest new test under existing PyArray testitem\n\n* update changelog\n\n---------\n\nCo-authored-by: Christopher Rowley <github.com/cjdoris>",
"is_bot": false,
"headline": "Reject PyArray buffer with suboffsets (#776)",
"author_name": "Nathan Zimmerberg",
"author_login": "nhz2",
"committed_at": "2026-05-24T13:55:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "beec1ec0363d21886558962b6c78689cd1ddee41",
"body": null,
"is_bot": false,
"headline": "release v0.9.34",
"author_name": "Christopher Rowley",
"author_login": null,
"committed_at": "2026-05-18T13:34:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1961556f2153c7aec29c866b31bb9596ded888e3",
"body": null,
"is_bot": false,
"headline": "hotfix: revert juliapkg.json to non-dev version",
"author_name": "Christopher Rowley",
"author_login": null,
"committed_at": "2026-05-18T13:33:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "58904d4975aab34d054b2d21c0390a1e5d6975d0",
"body": null,
"is_bot": false,
"headline": "release v0.9.33",
"author_name": "Christopher Rowley",
"author_login": null,
"committed_at": "2026-05-18T09:51:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "be253f5ab306f6feef54a814decf60c6fa18e13a",
"body": "…dled properly (#770)\n\nthe fix is to do the propertynames logic directly on the current thread when it already holds the gil, rather than using on_main_thread\n\nCo-authored-by: Christopher Rowley <github.com/cjdoris>",
"is_bot": false,
"headline": "fix bug when calling propertynames on a different thread with gil han…",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2026-05-18T09:45:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "26b5482ead6726c8f360070073cbb9efb0edeaca",
"body": "* skip importing CondaPkg if not needed\n\n* remove dependence on Pkg\n\n* apply suggestion\n\n* remove unused arg\n\n---------\n\nCo-authored-by: Christopher Rowley <github.com/cjdoris>",
"is_bot": false,
"headline": "skip importing CondaPkg if not needed (take 3) (#769)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2026-05-18T09:10:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fcb5502efbaeb99b35b61a4bb189c966196550b7",
"body": "* remove PYNULL_CACHE\n\n* restore PYNULL_CACHE but with a lock now\n\n* back to removing PYNULL_CACHE but now skip the finalizer\n\n* revert to some default settings in benchmark ci\n\n* docstring clarification\n\n---------\n\nCo-authored-by: Christopher Rowley <github.com/cjdoris>",
"is_bot": false,
"headline": "remove PYNULL_CACHE (#767)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2026-05-17T14:44:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2381ce196ef79993867bc73eb447a062e11b19b6",
"body": null,
"is_bot": false,
"headline": "update changelog",
"author_name": "Christopher Rowley",
"author_login": null,
"committed_at": "2026-05-16T13:57:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3aa16029e2e2771204cea0606852a72d44665f17",
"body": "* add Preferences.jl-based configuration\n\n* nitpicks\n\n* docs nitpicks\n\n---------\n\nCo-authored-by: Christopher Rowley <github.com/cjdoris>",
"is_bot": false,
"headline": "add Preferences.jl-based configuration (#742)",
"author_name": "Marius Millea",
"author_login": "marius311",
"committed_at": "2026-05-16T13:53:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e364646d125d1b3052cd43906a00266558babe4d",
"body": null,
"is_bot": false,
"headline": "release v0.9.32",
"author_name": "Christopher Rowley",
"author_login": null,
"committed_at": "2026-05-14T20:12:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9d690417ea2a36b8c436e4886674169008810419",
"body": "Co-authored-by: Dani Pinyol <dani@avatarcognition.com>",
"is_bot": false,
"headline": "fix: honour JULIA_NUM_THREADS (#761)",
"author_name": "Daniel Pinyol",
"author_login": "dpinol",
"committed_at": "2026-05-12T13:04:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c95352538d4847c6be430ce3b37244e48a70cd20",
"body": "* Bump julia-actions/setup-julia from 2 to 3\n\nBumps [julia-actions/setup-julia](https://github.com/julia-actions/setup-julia) from 2 to 3.\n- [Release notes](https://github.com/julia-actions/setup-julia/releases)\n- [Commits](https://github.com/julia-actions/setup-julia/compare/v2...v3)\n\n---\nupdated-d\n[…]\n--------\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Christopher Rowley <cjdrwly@gmail.com>",
"is_bot": true,
"headline": "Bump julia-actions/setup-julia from 2 to 3 (#766)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-05-07T10:42:15Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "8f7baa5e716375219125175eb0e9a592d573f4c7",
"body": "Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 5 to 6.\n- [Release notes](https://github.com/codecov/codecov-action/releases)\n- [Changelog](https://github.com/codecov/codecov-action/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/codecov/codecov-action/compare/v\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": "Bump codecov/codecov-action from 5 to 6 (#756)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-04-03T21:36:57Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "a3565aa48c3cd438b2bbcad4d7871386adcae8e6",
"body": "Bumps [julia-actions/cache](https://github.com/julia-actions/cache) from 2 to 3.\n- [Release notes](https://github.com/julia-actions/cache/releases)\n- [Commits](https://github.com/julia-actions/cache/compare/v2...v3)\n\n---\nupdated-dependencies:\n- dependency-name: julia-actions/cache\n dependency-versi\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": "Bump julia-actions/cache from 2 to 3 (#753)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-03-12T22:42:44Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "4adeb0ab808b5df6b2c09618816e4128d11d32d3",
"body": "* fix: support CPython free-threaded builds\n\nCo-authored-by: Miles Cranmer <miles.cranmer@gmail.com>\n\n* ci: test with python3.14t\n\nCo-authored-by: Miles Cranmer <miles.cranmer@gmail.com>\n\n* refactor: centralize free-threaded layout branching\n\nCo-authored-by: Miles Cranmer <miles.cranmer@gmail.com>\n\n\n[…]\nngelog\n\n* extra care to ensure pythoncall uses the correct python executable\n\n---------\n\nCo-authored-by: Miles Cranmer <miles.cranmer@gmail.com>\nCo-authored-by: Christopher Rowley <github.com/cjdoris>",
"is_bot": false,
"headline": "Fix: support CPython free-threaded builds (3.14t) (#746)",
"author_name": "MilesCranmerBot",
"author_login": "MilesCranmerBot",
"committed_at": "2026-02-16T13:44:52Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "9de4d94d24d7afc7ae3a1a8883d58581a5476b59",
"body": "* Add trace-compile configuration and internal config helpers\n\n* tweak implementation of new options and document\n\n---------\n\nCo-authored-by: Guillem Ramirez Miranda <guillem@avatarcognition.com>\nCo-authored-by: Christopher Rowley <github.com/cjdoris>",
"is_bot": false,
"headline": "Add trace-compile configuration and internal config helpers (#743)",
"author_name": "Guillem Ramírez Miranda",
"author_login": "gnuille",
"committed_at": "2026-02-16T11:37:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "175f80708d1df66c43378634d27c8ed4f500b92c",
"body": null,
"is_bot": false,
"headline": "Activate dependabot for julia",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2026-02-15T18:29:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f3067e530386a28ae887b0f4024e7e43c4c11a58",
"body": "Co-authored-by: Christopher Rowley <github.com/cjdoris>",
"is_bot": false,
"headline": "juliacall now starts julia with one thread by default (#750)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2026-02-15T18:21:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bcddcb6fade2f7f416d1fd12cb2c3d4980976f73",
"body": "* Drop redundant word\n\n* corrections and punctuation\n\n---------\n\nCo-authored-by: Christopher Rowley <github.com/cjdoris>",
"is_bot": false,
"headline": "Drop redundant word (#740)",
"author_name": "Páll Haraldsson",
"author_login": "PallHaraldsson",
"committed_at": "2026-02-15T16:50:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8100cb91e35ec641a0cea13eb619faf9d9387a47",
"body": "Co-authored-by: Christopher Rowley <github.com/cjdoris>",
"is_bot": false,
"headline": "fix compatibility with pandas 3 (#747)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2026-02-07T07:50:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ef6c4040d8ac4cbaf0fa387bacbd09b03a8287ad",
"body": "That is, np.array(array).dtype == np.dtype(eltype(array)).\n\nFor this to hold, we needed to restrict to only creating dtypes for\nprimitives, tuples and named tuples. We removed support for arbitrary\nstructs (which are not supported by our implementation of the array\ninterface and buffer protocol).\n\nW\n[…]\n The fix here is to compute a\ndifferent representation of the same information for the dtype - namely\nthe dict of names, types and offsets way.\n\nCo-authored-by: Christopher Rowley <github.com/cjdoris>",
"is_bot": false,
"headline": "Adds tests (and fixes) for the dtype invariant. (#739)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2026-01-23T21:56:47Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "f0365a924c229ce77b1c41b3b869acdb16fa36e8",
"body": "* Add numpy dtype mapping for TypeValue\n\n* Move numpy dtype mapping to Julia\n\n* tidying\n\n* add support for datetime64 and timedelta64\n\n* add tests for struct types\n\n* document struct support\n\n* test simplifications and comments\n\n* update changelog\n\n---------\n\nCo-authored-by: Christopher Rowley <github.com/cjdoris>",
"is_bot": false,
"headline": "Add numpy dtype access for TypeValue (#738)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2026-01-23T12:11:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "be1634298ff27633bc3b4ce414526100bad2fe2c",
"body": null,
"is_bot": false,
"headline": "release v0.9.31",
"author_name": "Christopher Doris",
"author_login": null,
"committed_at": "2025-12-17T09:28:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "78e2f7c2126ed1206a9ab673b4b847fe0b45030c",
"body": "Co-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "support python 3.14 (#733)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-12-15T21:51:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "90f81a3681c467ca1dedea35784c842c77297329",
"body": "Bumps [actions/cache](https://github.com/actions/cache) from 4 to 5.\n- [Release notes](https://github.com/actions/cache/releases)\n- [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md)\n- [Commits](https://github.com/actions/cache/compare/v4...v5)\n\n---\nupdated-dependencies:\n- 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,
"headline": "Bump actions/cache from 4 to 5 (#732)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-12-15T09:23:58Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "04f85fdfe0052c756963e09d7f130c7b6980d208",
"body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 5 to 6.\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/v5...v6)\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,
"headline": "Bump actions/checkout from 5 to 6 (#726)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-11-25T22:46:56Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "4bf3e37f41f868f3200cc77cc0eff6e44c492b9b",
"body": null,
"is_bot": false,
"headline": "release 0.9.30",
"author_name": "Christopher Doris",
"author_login": null,
"committed_at": "2025-11-18T11:30:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f496cd16b34ce39fa6e9ec4e2f4b7612e0e5f982",
"body": "* Add top-level testing instructions\n\n* Update AGENTS testing guidance\n\n* Update AGENTS after rerunning Python tests\n\n* Update AGENTS.md",
"is_bot": false,
"headline": "Add top-level testing instructions (#725)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-11-17T10:22:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6b385d620cbdcb66e2dbc4d0a773e49dbd48c77d",
"body": "Co-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "remove support for python 3.14 (#723)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-11-14T22:06:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "099da1afee570c4b849bb86afc0ed44b0f5f2818",
"body": "Co-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "add a step to build PyCall (#722)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-11-14T21:48:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "582d59ccf32fe7ca7d8af7fb2d88b6950619fb05",
"body": null,
"is_bot": false,
"headline": "release 0.9.29",
"author_name": "Christopher Doris",
"author_login": null,
"committed_at": "2025-11-14T21:19:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2ff3c8413cb13c1f05bba3f087ee11fb17937b36",
"body": "Co-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "add CHANGELOG.md (#721)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-11-14T21:17:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c1b9d5413c347f3854e2cb4abb609a025b442f74",
"body": "- Base already defines a IndexStyle(::AbstractArray) method for object arguments\n that uses the object type, so we can implement that directly and avoid the\n invalidations from implement Base.IndexStyle(::PyObjectArray).\n- The Dates stdlib already defines a method that does the same thing for any\n `Period`.",
"is_bot": false,
"headline": "Fix some sources of invalidations (#716)",
"author_name": "James Wrigley",
"author_login": "JamesWrigley",
"committed_at": "2025-11-14T10:10:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "625f7866002862e85f011903f6980d53477502ad",
"body": "* Improve @py macro documentation\n\n* docstring edits",
"is_bot": false,
"headline": "Improve @py macro documentation (#712)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-11-02T19:35:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8eed6ee1a244d95a8adf6b26df7eb3863ec996cd",
"body": "* Add numpy-backed ArrayValue tests\n\n* Guard ArrayValue numpy tests on devdeps\n\n* Use Setup module for ArrayValue numpy tests",
"is_bot": false,
"headline": "Add tests for ArrayValue __array__ copy semantics (#710)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-11-02T12:50:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "52db81d8564f86b3699a5229597956c7110ed13f",
"body": "* use workspaces for test, docs and benchmarks projects\n\n* test against python 3.13 (not 3.14) for now\n\n* missed a 3 -> 3.13 in the matrix\n\n* actually do test python 3 as well as 3.13 and 3.10\n\n* put the python dep into the dev deps so it is picked up in the magical test env\n\n* actually no don't test python 3.14 for now\n\n* remove AGENTS.md for now\n\n---------\n\nCo-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "use workspaces for test, docs and benchmarks projects (#708)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-11-01T21:24:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6f3d45e454f8dc21fdf98e9862ada6b980a6ef1f",
"body": "* Force propertynames(::Py) to occur on the main thread\n\n* Refactor, document, make more robust and remove a lock\n\n* Make setup_onfixedthread robust against errors\n\n* Make on_main_thread test more reliable\n\n---------\n\nCo-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "Force `propertynames(::Py)` to occur on the main thread (#677)",
"author_name": "Lionel Zoubritzky",
"author_login": "Liozou",
"committed_at": "2025-10-16T13:54:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e6dba5120457222513c8dd9d7559e2b331f3ca6f",
"body": "* require python 3.10\n\n* require julia 1.10\n\n* document the julia/python version support policy\n\n* update release notes\n\n* document that multi-threading support is experimental\n\n* add conda install instructions\n\n---------\n\nCo-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "Housekeeping (#696)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-10-16T13:04:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ee54574ea550777ff2565a98add085a2bb4e1032",
"body": null,
"is_bot": false,
"headline": "Specify that JuliaDict / JuliaSet it is a MutableMapping/Set (#692)",
"author_name": "Frames White",
"author_login": "oxinabox",
"committed_at": "2025-10-15T07:06:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "92bef8ab44cb4bb4f915e6bf3b2ec4f51405852e",
"body": "Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 6 to 7.\n- [Release notes](https://github.com/astral-sh/setup-uv/releases)\n- [Commits](https://github.com/astral-sh/setup-uv/compare/v6...v7)\n\n---\nupdated-dependencies:\n- dependency-name: astral-sh/setup-uv\n dependency-version: '\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": "Bump astral-sh/setup-uv from 6 to 7 (#690)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-10-13T11:01:51Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "3e128c9c0d50342b9de1c2b6a4055be51e1770d7",
"body": "* added some text\n\n* updated with input/output syntax",
"is_bot": false,
"headline": "docs: Add python block usage examples (#687)",
"author_name": "Ian Weaver",
"author_login": "icweaver",
"committed_at": "2025-10-10T15:39:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "efa5464ce4b559d0f3086f6a26571a8fead62dd8",
"body": "… flushing text PyIO (#688)\n\nCo-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "fix #679 - defer printing of partial characters at end of buffer when…",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-10-09T21:13:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e358a52c762b5368c9161d09d26d7cd83b156274",
"body": "* better compact printing of Py\n\n* add tests for compact printing\n\n* update release notes\n\n---------\n\nCo-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "better compact printing of Py (#684)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-10-09T20:00:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5f8f8f7745f1c0ef8a21f9bcb227b83fbeaf9606",
"body": "* fix #676 and test GUI compat better along the way\n\n* remove debug printing\n\n* require newer juliapkg\n\n* skip some tests in CI if using system python\n\n* fix ci attempt 2\n\n* fix world age issue on Julia 1.12\n\n* install julia 1.11 in python test workflow\n\n---------\n\nCo-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "fix #676 and test GUI compat better along the way (#683)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-10-09T19:37:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "71666ca0a30eafee2456a191fa2490cdd0b0ed22",
"body": null,
"is_bot": false,
"headline": "release v0.9.28",
"author_name": "Christopher Doris",
"author_login": null,
"committed_at": "2025-09-17T21:31:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f687935abe32e4cab86c415ff6acad18fa590ba2",
"body": "* Allow pydict accept Pair args\n\n* ensure pydict(::Pair...) method has at least one argument\n\n* simplify test for pydict(::Pair...)\n\n---------\n\nCo-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "Allow pydict accept Pair args (#616)",
"author_name": "Mark Kittisopikul",
"author_login": "mkitti",
"committed_at": "2025-09-17T18:47:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "eb771e1c8864cae17afac624c0af584ebc9fb172",
"body": "* Allow any string or integer to be converted to python\n\nSpecifically this adds methods `Py(::AbstractString)`, `Py(::AbstractChar)`, `Py(::Integer)`, `Py(::Rational{<:Integer})`, `Py(::AbstractRange{<:Integer})` whereas previously we only allowed the builtin Julia string, char and integer types.\n\n* update the docs for conversion to python\n\n* document new methods\n\n---------\n\nCo-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "Relax conversions to python (#671)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-09-17T18:07:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a9b77e4604be24e4a9c0b711d2b3fdca972e73f7",
"body": "* Add options for the Julia binary and project path\n\nThis makes using JuliaPkg optional.\n\n* fixup! Add options for the Julia binary and project path\n\n* nitpicks\n\n* allow exe option to be found in the path\n\n---------\n\nCo-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "Add options for the Julia binary and project path (#667)",
"author_name": "James Wrigley",
"author_login": "JamesWrigley",
"committed_at": "2025-09-17T17:13:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ad228ce4b20635f2cb551ece6d3bf07fb90914ca",
"body": "…LL_EXE (#670)\n\nAdd new option `@venv` to use a Python virtual environment located at `.venv` in the active project directory. Relative paths for `JULIA_PYTHONCALL_EXE` are now resolved relative to the active project. Includes documentation updates and release notes.\n\nCo-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "feat(exe): add support for @venv and relative paths in JULIA_PYTHONCA…",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-09-17T15:40:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3633da04b7ac568cfcf10e459116aa171f9db830",
"body": "* add NumpyDates module with DateTime64 and TimeDelta64 types, plus conversion support\n\n* feat(numpydates): add constructors and conversions for delta64 types\n\nImplement constructors, accessors, and display for TimeDelta64 and\nInlineTimeDelta64. Add conversions from Dates.Period and NaT strings.\nUni\n[…]\n release notes with NumpyDates features\n\n* refactor(numpydates): remove unbound units export\n\n* test(numpydates): fixes for julia 1.9\n\n---------\n\nCo-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "NumpyDates (#666)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-09-17T14:51:38Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "f7fa4c2185078ba287f615a2d16ef320733fc106",
"body": "* stop using Requires.jl (use extensions instead)\n\n* update changelog\n\n* don't build PyCall in tests\n\ninstead, add a case to CI where we use system python for both, ensuring we test the same case. we also add tests for the non-same case.\n\n* typo\n\n* only test PyCall when we can guarantee same interpreter\n\n* Update PyCallExt.jl\n\n---------\n\nCo-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "stop using Requires.jl (use extensions instead) (#662)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-09-13T19:22:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "22cbe26454802d4b56741495710154e5273a0a22",
"body": "Bumps [actions/setup-python](https://github.com/actions/setup-python) from 5 to 6.\n- [Release notes](https://github.com/actions/setup-python/releases)\n- [Commits](https://github.com/actions/setup-python/compare/v5...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": "Bump actions/setup-python from 5 to 6 (#664)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-09-10T19:12:32Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "0b32b08cbe0f68e5eae9ab862b8767a9d41c9e67",
"body": "* Remove `Core` reference, fixes #657\n\n* Explicitly import Core.Py into Compat module\n\n* test(pycall): add tests for interop with pycall\n\n* test(pycall): explicitly test that pycall is using the same python\n\n---------\n\nCo-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "Remove `Core` reference from `Compat/pycall.jl` (#658)",
"author_name": "Chris Garling",
"author_login": "cgarling",
"committed_at": "2025-08-29T13:40:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "57d143f33fa9db313929a4c6b3a620eb46dba99a",
"body": null,
"is_bot": false,
"headline": "release 0.9.27",
"author_name": "Christopher Doris",
"author_login": null,
"committed_at": "2025-08-19T20:14:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a4beb28150f43c2f456130b45afbe3e953749eea",
"body": "Add libstdcxx to CondaPkg.toml with version \"<=julia\" to improve\nlibstdc++ compatibility with the Julia toolchain. Bump CondaPkg\ncompat to 0.2.30 to leverage related fixes. Update release notes to\nreflect the improved compatibility.\n\nCo-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "build(deps): add libstdcxx pin, bump CondaPkg (#656)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-08-19T17:46:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fc2282a9c2fc2a56ec2aaed8818fd0fdf8399ef4",
"body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 4 to 5.\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...v5)\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,
"headline": "Bump actions/checkout from 4 to 5 (#652)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-08-18T12:19:21Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "951e093b4afecbfbf86205d97c9615203e7872c4",
"body": null,
"is_bot": false,
"headline": "fix reference",
"author_name": "Christopher Doris",
"author_login": null,
"committed_at": "2025-07-20T21:09:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c0a5634e7afea97119238cda365fe06f98c14636",
"body": "* partial work creating central api\n\n* add ispy to the api\n\n* add Py to the API\n\n* add PyException to the API\n\n* add pybuiltins to the API\n\n* fix Py constructor\n\n* fix imports\n\n* remove unneeded exports\n\n* add pyconst macro to the API\n\n* add wrapper types to API\n\n* add py macro to API\n\n* add pytable\n[…]\nto re-export now\n\n* fix imports\n\n* remove unused imports\n\n* fix version\n\n* version has moved file\n\n* sort/deduplicate imports/exports\n\n---------\n\nCo-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "Centralize Public API into dedicated API module (#648)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-07-20T20:56:36Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "b9fee86efce16c2c11bf8488117e8a9c77c3782d",
"body": "Co-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "removing dead code supporting old versions of julia or python (#647)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-07-19T21:12:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7b3ddb2e431e5af79f0427201088b1e6940e44d4",
"body": "* Bump minimum supported Python version from 3.8 to 3.9\n\n* Fix release notes: add new entry for Python 3.9 minimum instead of modifying old one\n\n---------\n\nCo-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "Bump minimum supported Python version from 3.8 to 3.9 (#645)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-07-17T20:26:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2cb07d1d33dac538bf2ebf3f475cf1850991842f",
"body": "* Switch to heap types using PyType_FromSpec\n\n- Convert PyJuliaBase_Type creation from manual PyTypeObject to PyType_FromSpec\n- Add PyType_Spec and PyType_Slot structs to C API bindings\n- Add all Python type slot constants from typeslots.h\n- Use __weaklistoffset__ member definition for older Python \n[…]\ner protocol methods are now handled through PyType_Slot mechanism,\nmaking the old _pyjlbase_as_buffer constant unnecessary.\n\n* revert\n\n---------\n\nCo-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "Switch to heap types using PyType_FromSpec (#643)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-07-17T13:08:55Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "a0d4ee8ec34f20fa7666662aad1ca73d22aa091a",
"body": "* remove unused type\n\n* test more python versions\n\n* correct field names and types\n\n* use julia signal handling when testing python\n\n* revert set of tested python versions\n\n---------\n\nCo-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "Test with PYTHON_JULIACALL_HANDLE_SIGNALS=yes (#642)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-07-15T21:29:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4ac1b2b02f4b17619c9494e7b777e8939a8de255",
"body": null,
"is_bot": false,
"headline": "release 0.9.26",
"author_name": "Christopher Doris",
"author_login": null,
"committed_at": "2025-07-15T18:18:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "abaf13628f4facce1ed3d0f23a10854ae5e28a03",
"body": null,
"is_bot": false,
"headline": "update release notes",
"author_name": "Christopher Doris",
"author_login": null,
"committed_at": "2025-07-15T18:17:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "07eb7268125afac66738ded4ddd44d7cde5f0c50",
"body": "* hotfix: misaligned pointer cast\n\n* Correct field type\n\n* Revert version\n\n* Revert version\n\n* fix type\n\n---------\n\nCo-authored-by: Christopher Rowley <cjdrwly@gmail.com>",
"is_bot": false,
"headline": "hotfix: misaligned pointer cast (#640)",
"author_name": "Miles Cranmer",
"author_login": "MilesCranmer",
"committed_at": "2025-07-15T16:51:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "815c0de27a5a175411447dea250e82d52e40f7c5",
"body": null,
"is_bot": false,
"headline": "Merge branch 'main' of https://github.com/JuliaPy/PythonCall.jl",
"author_name": "Christopher Doris",
"author_login": null,
"committed_at": "2025-07-12T20:24:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6ea6c8ea8a347985c31281a0c79bef8c5afd2e4e",
"body": null,
"is_bot": false,
"headline": "Update release notes with recent changes",
"author_name": "Christopher Doris",
"author_login": null,
"committed_at": "2025-07-12T20:23:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c8212978857e78998606e39afd2f79fe177379c4",
"body": "* Add PySide6 support to gui.jl\n\n- Update fix_qt_plugin_path() to support qt6.conf files used by PySide6\n- Use Libraries path from qt6.conf instead of Prefix for Qt6 plugin path\n- Set QT_PLUGIN_PATH to {libraries}/qt6/plugins for PySide6\n- Add PySide6 to event loop callback function\n- Add PySide6 mo\n[…]\nfor automatic plugin path fixing\n- Update documentation to include PySide6 support\n\nFixes #632\n\n* Add PySide6 to GUI event loop tests\n\n---------\n\nCo-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "Add PySide6 support to gui.jl (#634)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-07-12T20:11:59Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "c75ce08588532a8555fced21897c98d0271e4b4b",
"body": "* create simple benchmark suite\n\n* more hierarchy in benchmark\n\n* create AirspeedVelocity github action for benchmarks\n\n* fix imports in benchmark\n\n* fix default branch name in CI\n\n* benchmarks: more hierarchy\n\n* timing + benchmark\n\n* benchmarks: include gcbench in runs\n\n* benchmarks: remove unused \n[…]\nain\n\n* ci: run tuned benchmarks\n\n* undo changes from merge\n\n---------\n\nCo-authored-by: Eric Hanson <5846501+ericphanson@users.noreply.github.com>\nCo-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "CI benchmarking suite take 2 (#636)",
"author_name": "Miles Cranmer",
"author_login": "MilesCranmer",
"committed_at": "2025-07-12T20:03:56Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "b649be20e97f18f387fee0317a498e65e10219b1",
"body": "* Add FAQ on interactive threads\n\nDocuments https://github.com/JuliaPy/PythonCall.jl/issues/586.\n\n* Add link to the issue",
"is_bot": false,
"headline": "Add FAQ on interactive threads (#638)",
"author_name": "Martijn Visser",
"author_login": "visr",
"committed_at": "2025-07-10T09:43:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c84c05954bf5e8da93e2e8efacd4177c032b0465",
"body": "Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 5 to 6.\n- [Release notes](https://github.com/astral-sh/setup-uv/releases)\n- [Commits](https://github.com/astral-sh/setup-uv/compare/v5...v6)\n\n---\nupdated-dependencies:\n- dependency-name: astral-sh/setup-uv\n dependency-version: '\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": "Bump astral-sh/setup-uv from 5 to 6 (#623)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-07-02T15:45:16Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "a06ee77d0ef3f1277cda55402929bcfb69b7bf8f",
"body": "* added some docs for code loading edge case\n\n* moved to faq",
"is_bot": false,
"headline": "docs: Code loading order (#625)",
"author_name": "Ian Weaver",
"author_login": "icweaver",
"committed_at": "2025-07-01T11:48:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a3e96f871368251c78d509295a63bb7468545069",
"body": "- Change Julia job names from 'Test (os, julia version)' to 'Test Julia (version, os)'\n- Change Python job names from 'Test (os, python version)' to 'Test Python (version, os)'\n- Simplify Python version matrix from '>=3.8' to '3' for cleaner job names\n- Update nightly test job names similarly\n\nThis makes it easier to quickly identify which language and version is being tested.\n\nCo-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "Improve GitHub workflow job names for better clarity (#633)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-07-01T11:39:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "752534bb0c6fc7ed223b7f4278ff97e7e3be0456",
"body": "* use getptr a lot less\n\n* Don't fail fast\n\n* typo\n\n* Fix: Use GC.@preserve in pyconvert_rule_ctypessimplevalue\n\n* preserve in incref/decref (use-after-free)\n\n* more preserve\n\n* more preserve\n\n---------\n\nCo-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "use getptr a lot less (#618)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-07-01T11:25:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8b8ac73a24d08110d90c5410c35546522f4e1b52",
"body": "* use uv more\n\n* fix python version\n\n* fix source folder to be linted\n\n---------\n\nCo-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "use uv more (#621)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-06-04T14:56:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0a7d49f274147e9876fee47981d9aa5459f6eb8c",
"body": "Co-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "bump min required julia version to 1.9 (#614)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-05-14T12:46:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "08157ccb94f94491854ceac139c20955849475e2",
"body": null,
"is_bot": false,
"headline": "release 0.9.25",
"author_name": "Christopher Doris",
"author_login": null,
"committed_at": "2025-05-13T21:41:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bd6240129b2de491eeb752e1530fc33b04d49677",
"body": "* add openssl-compat for juliacall using juliapkg 0.1.17\n\n* use range specifiers\n\n* update gitignore for uv\n\n* update release notes\n\n---------\n\nCo-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "OpenSSL compat (#613)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-05-13T21:29:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7be3398ff20bcd10d947f9fcac96f41f3510cbf2",
"body": null,
"is_bot": false,
"headline": "Update dependabot.yml",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-04-10T09:31:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f126ce245006e496e9ac73671aaf1ca3168c211d",
"body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 2 to 4.\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/v2...v4)\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,
"headline": "Bump actions/checkout from 2 to 4 (#604)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-04-10T09:00:59Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "0f1ef23c1887c8b54ec0b957edf6d383f811c89b",
"body": null,
"is_bot": false,
"headline": "Update tests.yml",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-04-10T09:00:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e2e83cfea94f1fad2874dfa5f6ed5c1468f0f7ba",
"body": "Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 1 to 5.\n- [Release notes](https://github.com/codecov/codecov-action/releases)\n- [Changelog](https://github.com/codecov/codecov-action/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/codecov/codecov-action/compare/v\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": "Bump codecov/codecov-action from 1 to 5 (#605)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-04-10T08:56:44Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "5a281dcd9cb91c3281e08044ab86a4e14ec5b514",
"body": "Bumps [actions/setup-python](https://github.com/actions/setup-python) from 3 to 5.\n- [Release notes](https://github.com/actions/setup-python/releases)\n- [Commits](https://github.com/actions/setup-python/compare/v3...v5)\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": "Bump actions/setup-python from 3 to 5 (#606)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-04-10T08:56:15Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "2a42b27c728b2fe641141bd319435a456997c41b",
"body": "Bumps [julia-actions/setup-julia](https://github.com/julia-actions/setup-julia) from 1 to 2.\n- [Release notes](https://github.com/julia-actions/setup-julia/releases)\n- [Changelog](https://github.com/julia-actions/setup-julia/blob/master/devdocs/making_a_new_release.md)\n- [Commits](https://github.com\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": "Bump julia-actions/setup-julia from 1 to 2 (#603)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-04-10T08:54:53Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "3b6f91e12dd6b2febc2d6da9ccfb7e964e2d411b",
"body": "Bumps [actions/cache](https://github.com/actions/cache) from 1 to 4.\n- [Release notes](https://github.com/actions/cache/releases)\n- [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md)\n- [Commits](https://github.com/actions/cache/compare/v1...v4)\n\n---\nupdated-dependencies:\n- 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,
"headline": "Bump actions/cache from 1 to 4 (#602)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-04-10T08:54:31Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "a3aa8f4d41df90eff28db09b51ef1c81941c4b5b",
"body": null,
"is_bot": false,
"headline": "Create dependabot.yml",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-04-10T08:52:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d4baa18a261636eb4e45e820809244dfd595f5b5",
"body": "Co-authored-by: Christopher Doris <github.com/cjdoris>",
"is_bot": false,
"headline": "Add `elsize` method for PyArray (#593)",
"author_name": "Christopher Rowley",
"author_login": "cjdoris",
"committed_at": "2025-02-21T23:29:31Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 50,
"commits_last_year": 69,
"latest_release_at": "2026-06-08T07:48:18Z",
"latest_release_tag": "v0.9.35",
"releases_from_tags": false,
"days_since_last_push": 1,
"active_weeks_last_year": 25,
"days_since_latest_release": 48,
"mean_days_between_releases": 36.4
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": false,
"health_percentage": 50,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "juliacall",
"exists": true,
"license": null,
"keywords": [
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3"
],
"ecosystem": "pypi",
"matches_repo": null,
"registry_url": "https://pypi.org/project/juliacall/",
"is_deprecated": false,
"latest_version": "0.9.35",
"repository_url": null,
"versions_count": 44,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 194659,
"first_published_at": "2021-10-23T15:07:13.168172Z",
"latest_published_at": "2026-06-08T07:37:56.782587Z",
"latest_version_yanked": null,
"days_since_latest_publish": 48
}
]
},
"popularity": {
"forks": 84,
"stars": 1059,
"watchers": 5,
"fork_history": {
"days": [
{
"date": "2021-02-28",
"count": 1
},
{
"date": "2021-03-01",
"count": 2
},
{
"date": "2021-06-18",
"count": 1
},
{
"date": "2021-08-23",
"count": 1
},
{
"date": "2021-09-25",
"count": 1
},
{
"date": "2021-09-29",
"count": 1
},
{
"date": "2021-10-06",
"count": 1
},
{
"date": "2022-01-31",
"count": 1
},
{
"date": "2022-02-11",
"count": 1
},
{
"date": "2022-02-17",
"count": 1
},
{
"date": "2022-02-21",
"count": 2
},
{
"date": "2022-02-23",
"count": 1
},
{
"date": "2022-02-24",
"count": 1
},
{
"date": "2022-03-01",
"count": 1
},
{
"date": "2022-04-05",
"count": 1
},
{
"date": "2022-04-13",
"count": 1
},
{
"date": "2022-05-09",
"count": 1
},
{
"date": "2022-06-26",
"count": 1
},
{
"date": "2022-06-27",
"count": 1
},
{
"date": "2022-07-13",
"count": 1
},
{
"date": "2022-07-16",
"count": 1
},
{
"date": "2022-08-03",
"count": 1
},
{
"date": "2022-08-22",
"count": 1
},
{
"date": "2022-09-14",
"count": 1
},
{
"date": "2022-10-05",
"count": 1
},
{
"date": "2022-11-08",
"count": 1
},
{
"date": "2022-11-23",
"count": 1
},
{
"date": "2023-01-15",
"count": 1
},
{
"date": "2023-03-03",
"count": 1
},
{
"date": "2023-03-10",
"count": 1
},
{
"date": "2023-03-31",
"count": 1
},
{
"date": "2023-05-11",
"count": 1
},
{
"date": "2023-05-15",
"count": 1
},
{
"date": "2023-06-08",
"count": 1
},
{
"date": "2023-06-22",
"count": 1
},
{
"date": "2023-06-28",
"count": 2
},
{
"date": "2023-09-14",
"count": 1
},
{
"date": "2023-09-18",
"count": 1
},
{
"date": "2023-09-20",
"count": 1
},
{
"date": "2023-10-15",
"count": 1
},
{
"date": "2023-12-09",
"count": 1
},
{
"date": "2023-12-21",
"count": 1
},
{
"date": "2024-01-13",
"count": 1
},
{
"date": "2024-01-22",
"count": 1
},
{
"date": "2024-01-26",
"count": 1
},
{
"date": "2024-02-01",
"count": 1
},
{
"date": "2024-02-02",
"count": 1
},
{
"date": "2024-02-09",
"count": 1
},
{
"date": "2024-02-11",
"count": 1
},
{
"date": "2024-03-07",
"count": 1
},
{
"date": "2024-03-18",
"count": 2
},
{
"date": "2024-04-24",
"count": 1
},
{
"date": "2024-04-28",
"count": 1
},
{
"date": "2024-05-18",
"count": 1
},
{
"date": "2024-05-27",
"count": 1
},
{
"date": "2024-08-15",
"count": 1
},
{
"date": "2024-09-19",
"count": 1
},
{
"date": "2024-11-17",
"count": 1
},
{
"date": "2024-11-23",
"count": 1
},
{
"date": "2025-01-23",
"count": 1
},
{
"date": "2025-02-28",
"count": 1
},
{
"date": "2025-05-02",
"count": 1
},
{
"date": "2025-05-09",
"count": 1
},
{
"date": "2025-05-20",
"count": 1
},
{
"date": "2025-06-04",
"count": 1
},
{
"date": "2025-06-10",
"count": 1
},
{
"date": "2025-07-02",
"count": 1
},
{
"date": "2025-07-21",
"count": 1
},
{
"date": "2025-08-20",
"count": 1
},
{
"date": "2025-08-28",
"count": 1
},
{
"date": "2025-09-13",
"count": 1
},
{
"date": "2025-09-24",
"count": 1
},
{
"date": "2025-10-14",
"count": 1
},
{
"date": "2026-02-04",
"count": 1
},
{
"date": "2026-04-27",
"count": 1
},
{
"date": "2026-05-18",
"count": 1
},
{
"date": "2026-05-19",
"count": 1
},
{
"date": "2026-05-22",
"count": 1
},
{
"date": "2026-05-26",
"count": 1
},
{
"date": "2026-06-12",
"count": 1
}
],
"complete": true,
"collected": 84,
"total_forks": 84
},
"star_history": null,
"open_issues_and_prs": 199
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples",
"notebooks"
],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"toolchain_manifests": [],
"largest_source_bytes": 13535,
"source_files_sampled": 9,
"oversized_source_files": 0,
"agent_instruction_files": [
"AGENTS.md"
],
"agent_instruction_max_bytes": 1080
},
"dependencies": {
"manifests": [
"pyproject.toml"
],
"advisories": {
"error": null,
"scope": "published_package",
"source": "osv",
"findings": [],
"collected": true,
"malicious": [],
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 5,
"malicious_count": 0,
"assessed_package": "pypi:juliacall@0.9.35",
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "juliapkg",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.1.24, <0.2"
}
],
"all_dependencies": {
"error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"source": null,
"packages": [],
"collected": false,
"truncated": false,
"total_count": null,
"direct_count": null,
"indirect_count": null
}
},
"maintainership": {
"issues": {
"open_prs": 20,
"merged_prs": 155,
"open_issues": 179,
"closed_ratio": 0.664,
"closed_issues": 353,
"closed_unmerged_prs": 47
},
"bus_factor": 1,
"bot_contributors": 2,
"top_contributors": [
{
"type": "User",
"login": "cjdoris",
"commits": 79,
"avatar_url": "https://avatars.githubusercontent.com/u/1844215?v=4"
},
{
"type": "User",
"login": "MilesCranmer",
"commits": 9,
"avatar_url": "https://avatars.githubusercontent.com/u/7593028?v=4"
},
{
"type": "User",
"login": "dpinol",
"commits": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/1954955?v=4"
},
{
"type": "User",
"login": "LilithHafner",
"commits": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/60898866?v=4"
},
{
"type": "User",
"login": "PallHaraldsson",
"commits": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/8005416?v=4"
},
{
"type": "User",
"login": "helgee",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/1408922?v=4"
},
{
"type": "User",
"login": "pitmonticone",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/38562595?v=4"
},
{
"type": "User",
"login": "cdsousa",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/333519?v=4"
},
{
"type": "User",
"login": "gnuille",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/20164802?v=4"
},
{
"type": "User",
"login": "icweaver",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/25312320?v=4"
}
],
"contributors_sampled": 42,
"top_contributor_share": 0.534
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"CompatHelper.yml",
"benchmark_pr.yml",
"docs.yml",
"docscleanup.yml",
"register-pypi.yml",
"register.yml",
"tagbot.yml",
"tests-nightly.yml",
"tests.yml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": 0,
"reason": "branch protection not enabled on development/release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 10,
"reason": "22 out of 22 merged PRs checked by a CI test -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 3,
"reason": "Found 7/23 approved changesets -- score normalized to 3",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 10,
"reason": "project has 9 contributing companies or organizations",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 10,
"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 10,
"reason": "25 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": null,
"reason": "packaging workflow not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 0,
"reason": "dependency not pinned by hash detected -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "SAST tool is not run on all commits -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 0,
"reason": "security policy file not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 0,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 10,
"reason": "0 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "6024344c3c46a560dbd92c8ece51b0b2859dc952",
"ran_at": "2026-07-26T22:11:44Z",
"aggregate_score": 5.4,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": true
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-07-26T00:45:19Z",
"oldest_open_prs": [
{
"number": 367,
"created_at": "2023-09-21T17:14:59Z",
"last_comment_at": "2023-09-21T21:20:28Z",
"last_comment_author": "cjdoris"
},
{
"number": 377,
"created_at": "2023-10-05T20:20:00Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 411,
"created_at": "2023-11-04T19:39:11Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 414,
"created_at": "2023-11-06T18:25:41Z",
"last_comment_at": "2024-06-20T17:23:26Z",
"last_comment_author": "cjdoris"
},
{
"number": 461,
"created_at": "2024-02-12T06:13:18Z",
"last_comment_at": "2024-08-23T04:36:56Z",
"last_comment_author": "MilesCranmer"
},
{
"number": 505,
"created_at": "2024-05-27T15:52:47Z",
"last_comment_at": "2024-06-10T20:54:45Z",
"last_comment_author": "hhaensel"
},
{
"number": 509,
"created_at": "2024-06-16T22:34:33Z",
"last_comment_at": "2025-03-04T20:36:49Z",
"last_comment_author": "MilesCranmer"
},
{
"number": 589,
"created_at": "2025-01-20T10:29:15Z",
"last_comment_at": "2025-01-22T08:07:50Z",
"last_comment_author": "hhaensel"
},
{
"number": 595,
"created_at": "2025-02-28T14:20:22Z",
"last_comment_at": "2025-09-21T14:08:58Z",
"last_comment_author": "cjdoris"
},
{
"number": 637,
"created_at": "2025-07-07T03:50:14Z",
"last_comment_at": "2025-11-18T23:09:42Z",
"last_comment_author": "mkitti"
},
{
"number": 672,
"created_at": "2025-09-18T14:41:17Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 673,
"created_at": "2025-09-18T15:52:55Z",
"last_comment_at": "2026-05-31T15:50:59Z",
"last_comment_author": "cjdoris"
},
{
"number": 705,
"created_at": "2025-10-25T20:47:11Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 724,
"created_at": "2025-11-16T19:00:51Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 736,
"created_at": "2025-12-24T15:39:29Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 763,
"created_at": "2026-04-21T14:33:09Z",
"last_comment_at": "2026-06-01T12:23:34Z",
"last_comment_author": "dpinol"
},
{
"number": 772,
"created_at": "2026-05-18T15:30:25Z",
"last_comment_at": "2026-05-18T18:13:54Z",
"last_comment_author": "Beforerr"
},
{
"number": 777,
"created_at": "2026-05-19T18:12:28Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 792,
"created_at": "2026-06-20T14:48:29Z",
"last_comment_at": "2026-06-20T14:56:34Z",
"last_comment_author": "github-actions"
},
{
"number": 802,
"created_at": "2026-07-19T15:42:39Z",
"last_comment_at": null,
"last_comment_author": null
}
],
"last_merged_pr_at": "2026-07-25T13:40:45Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": [
{
"number": 32,
"created_at": "2021-07-21T02:48:00Z",
"last_comment_at": "2021-07-22T22:57:32Z",
"last_comment_author": "msundvick"
},
{
"number": 35,
"created_at": "2021-08-23T15:41:27Z",
"last_comment_at": "2023-09-23T16:40:13Z",
"last_comment_author": "stevengj"
},
{
"number": 36,
"created_at": "2021-08-23T17:43:01Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 44,
"created_at": "2021-10-02T08:49:41Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 45,
"created_at": "2021-10-02T08:53:27Z",
"last_comment_at": "2023-04-09T16:56:57Z",
"last_comment_author": "PallHaraldsson"
},
{
"number": 49,
"created_at": "2021-10-02T08:59:30Z",
"last_comment_at": "2022-04-04T15:41:19Z",
"last_comment_author": "fzeiser"
},
{
"number": 53,
"created_at": "2021-10-02T09:02:30Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 61,
"created_at": "2021-10-18T09:09:52Z",
"last_comment_at": "2022-09-09T12:50:15Z",
"last_comment_author": "cjdoris"
},
{
"number": 68,
"created_at": "2021-11-10T14:03:29Z",
"last_comment_at": "2023-11-29T08:49:09Z",
"last_comment_author": "cjdoris"
},
{
"number": 76,
"created_at": "2021-12-02T18:41:25Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 84,
"created_at": "2021-12-10T09:22:50Z",
"last_comment_at": "2022-04-21T11:04:54Z",
"last_comment_author": "cjdoris"
},
{
"number": 88,
"created_at": "2022-01-03T14:06:39Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 90,
"created_at": "2022-01-05T02:11:35Z",
"last_comment_at": "2023-09-21T01:48:02Z",
"last_comment_author": "github-actions"
},
{
"number": 93,
"created_at": "2022-01-08T07:10:06Z",
"last_comment_at": "2026-03-03T03:56:08Z",
"last_comment_author": "Yuan-Ru-Lin"
},
{
"number": 94,
"created_at": "2022-01-08T12:16:16Z",
"last_comment_at": "2023-09-19T01:48:36Z",
"last_comment_author": "github-actions"
},
{
"number": 129,
"created_at": "2022-03-07T23:00:44Z",
"last_comment_at": "2023-09-14T11:36:41Z",
"last_comment_author": "ericphanson"
},
{
"number": 146,
"created_at": "2022-04-11T12:39:52Z",
"last_comment_at": "2023-09-18T01:48:20Z",
"last_comment_author": "github-actions"
},
{
"number": 153,
"created_at": "2022-04-13T14:13:20Z",
"last_comment_at": "2023-09-18T01:48:18Z",
"last_comment_author": "github-actions"
},
{
"number": 163,
"created_at": "2022-04-22T16:06:27Z",
"last_comment_at": "2023-09-18T01:48:16Z",
"last_comment_author": "github-actions"
},
{
"number": 172,
"created_at": "2022-05-14T09:49:29Z",
"last_comment_at": "2023-09-18T01:48:14Z",
"last_comment_author": "github-actions"
}
]
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/JuliaPy/PythonCall.jl",
"host": "github.com",
"name": "PythonCall.jl",
"owner": "JuliaPy"
},
"metrics": {
"overall": {
"key": "overall",
"band": "good",
"name": "Overall health",
"note": null,
"notes": [],
"value": 73,
"inputs": {
"security": 63,
"vitality": 88,
"community": 67,
"governance": 65,
"engineering": 81
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "excellent",
"name": "Vitality",
"value": 88,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "good",
"name": "Development activity",
"note": null,
"notes": [],
"value": 80,
"inputs": {
"commits_last_year": 69,
"human_commit_share": 0.82,
"days_since_last_push": 1,
"active_weeks_last_year": 25
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 1 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 1
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "25/52 weeks with commits",
"points": 17.3,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 25
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "69 commits in the last year",
"points": 16.6,
"status": "partial",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 69
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "25 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"releases_count": 50,
"latest_release_tag": "v0.9.35",
"releases_from_tags": false,
"days_since_latest_release": 48,
"mean_days_between_releases": 36.4
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "50 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 50
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 48 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 48
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~36.4 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 36.4
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "maintained",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": null,
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": 1,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 1 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 1
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "moderate",
"name": "Community & Adoption",
"value": 67,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "moderate",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 68,
"inputs": {
"forks": 84,
"stars": 1059,
"watchers": 5,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "1,059 stars",
"points": 49.1,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 1059
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "84 forks",
"points": 16,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 84
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "5 watchers",
"points": 3.3,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 5
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "excellent",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 88,
"inputs": {
"packages": [
"juliacall"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 194659
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "194,659 downloads/month across pypi",
"points": 70.5,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 194659,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 65,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "at_risk",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 43,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 42,
"top_contributor_share": 0.534
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 53% of commits",
"points": 10.5,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 53
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "42 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 42
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 9 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 65,
"inputs": {
"merged_prs": 155,
"open_issues": 179,
"closed_issues": 353,
"issue_closed_ratio": 0.664,
"closed_unmerged_prs": 47
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "66% of issues closed",
"points": 31,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 66
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "155/202 decided PRs merged",
"points": 29.4,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 155,
"decided": 202
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 7/23 approved changesets -- score normalized to 3",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 65,
"inputs": {
"followers": 106,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "JuliaPy",
"public_repos": 15,
"account_age_days": 3610
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "106 followers of JuliaPy",
"points": 14.6,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 106,
"login": "JuliaPy"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "15 public repos, account ~9 yr old",
"points": 20.8,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 15
}
},
{
"code": "account_age_years",
"params": {
"years": 9
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"juliacall"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 48
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 48 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 48
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "44 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 44
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 81,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 68,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "9 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 9
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "22 out of 22 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
"julia",
"python",
"interoperability",
"ffi"
],
"has_wiki": true,
"homepage": "https://juliapy.github.io/PythonCall.jl/stable/",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://juliapy.github.io/PythonCall.jl/stable/",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "4 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 4
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 63,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 54,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 5.4
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "22 out of 22 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"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 7/23 approved changesets -- score normalized to 3",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 9 contributing companies or organizations",
"points": 2.5,
"status": "met",
"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": "25 commit(s) and 11 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",
"params": {}
}
],
"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 0",
"points": 0,
"status": "missed",
"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": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"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:juliacall@0.9.35 runtime dependency closure — what installing the published package pulls in — 5 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:juliacall@0.9.35",
"assessed": 5
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 5,
"unassessed_packages": 0,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 5,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 15
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"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": 52,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "excellent",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.744,
"agent_instruction_files": [
"AGENTS.md"
],
"agent_instruction_max_bytes": 1080
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "AGENTS.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "AGENTS.md"
}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "61 of 82 human commits state their intent (structured subject or explanatory body)",
"points": 39.7,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 61,
"sampled": 82
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 30,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0.18
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "18 of the last 100 commits are automated dependency updates",
"points": 8,
"status": "met",
"details": [
{
"code": "dependency_bot_commits",
"params": {
"count": 18,
"sampled": 100
}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Julia",
"largest_source_bytes": 13535,
"source_files_sampled": 9,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Julia without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Julia"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/9 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 9,
"oversized": 0
}
}
],
"max_points": 55
}
]
},
{
"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",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples, notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples, notebooks"
}
}
],
"max_points": 40
}
]
}
],
"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",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-26T22:12:08.118062Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/j/JuliaPy/PythonCall.jl.svg",
"full_name": "JuliaPy/PythonCall.jl",
"license_state": "standard",
"license_spdx": "MIT"
}