公开记录中等
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-25 08:48 UTC
google / pyglove
Manipulating Python Programs
google/pyglove 的健康指数为 100 分中的 68 分，处于「中等」区间。 其得分最高的类别是Community & Adoption（74/100），最低的是AI Readiness（30/100）。 最近一次更新在 4 天前。 近期的大部分工作由 1 位贡献者完成。
68
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。
68
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 | 标签 |
|---|---|---|---|---|---|---|
| PyPI | pyglove | 0.4.5 | - | 1,463 | 374 天前 | aimachinelearningautomlmutablesymbolicframeworkmeta-programming |
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？
68
开发活跃度
73良好
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 4 天前 |
| 13.2/36 | 提交节奏 — 52 周中有 19 周有提交 |
| 14.5/18 | 提交量 — 最近一年 40 次提交 |
| 9/10 | OpenSSF Scorecard：Maintained — 11 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 9 |
所用输入
| commits_last_year | 40 |
| human_commit_share | 1 |
| days_since_last_push | 4 |
| active_weeks_last_year | 19 |
发布纪律
60中等
评分方式
| 27/27 | 有发布版本 — 已发布 10 个发布版本 |
| 7.2/36 | 发布时效 — 最近一次发布版本于 374 天前 |
| 19.8/27 | 发布节奏 — 约每 112.1 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 10 |
| latest_release_tag | v0.4.5 |
| releases_from_tags | 否 |
| days_since_latest_release | 374 |
| mean_days_between_releases | 112.1 |
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？
74
流行度与采用
64中等
评分方式
| 46.3/60 | 星标 — 717 个星标 |
| 13.2/25 | 复刻 — 39 个复刻 |
| 4.7/15 | 关注者 — 8 位关注者 |
所用输入
| forks | 39 |
| stars | 717 |
| watchers | 8 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
85优秀
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（Apache-2.0） |
| 18/18 | CONTRIBUTING 指南 |
| 13.5/13.5 | 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 | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 是 |
| has_pull_request_template | 否 |
可持续性与治理
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？
61
维护者韧性（巴士系数）
27危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 1.7/22.5 | 提交分布 — 头号贡献者编写了 92% 的提交 |
| 13.5/13.5 | 贡献者广度 — 12 位贡献者 |
| 3/10 | OpenSSF Scorecard：Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 12 |
| top_contributor_share | 0.924 |
议题与 PR 响应能力
70良好
评分方式
| 45/46.8 | 议题解决 — 96% 的议题已关闭 |
| 20.6/38.3 | PR 接受 — 已裁定的 PR 中 208/386 已合并 |
| 4.5/15 | OpenSSF Scorecard：Code-Review — Found 9/30 approved changesets -- score normalized to 3 |
所用输入
| merged_prs | 208 |
| open_issues | 1 |
| closed_issues | 25 |
| issue_closed_ratio | 0.962 |
| closed_unmerged_prs | 178 |
所有权与托管责任
80良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 25/25 | 所有者影响力 — google 有 75,920 位关注者 |
| 25/25 | 既往记录 — 2,888 个公开仓库，账户约 14 年 |
所用输入
| followers | 75,920 |
| owner_type | Organization |
| is_verified | — |
| owner_login | |
| public_repos | 2,888 |
| account_age_days | 5,302 |
软件包维护
79良好
评分方式
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 14/35 | 发布时效 — 最近一次发布于 374 天前 |
| 20/20 | 版本历史 — 1,463 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 | pyglove |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 374 |
工程质量
基础的工程与文档实践是否到位？
71
工程实践
68中等
评分方式
| 24/24 | CI 工作流 — 4 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 — 20 out of 20 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
75良好
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 0/15 | 文档 / 主页站点 |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 8 个主题标签 |
| 0/10 | Wiki |
所用输入
| topics | automl, evolution, machine-learning, meta-learning, meta-programming, symbolic-programming, manipulation, python |
| has_wiki | 否 |
| homepage | — |
| 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？
67
安全态势
59中等
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — 无数据 |
| 2.5/2.5 | CI-Tests — 20 out of 20 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 9/30 approved changesets -- score normalized to 3 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 6.8/7.5 | Maintained — 11 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 9 |
| 0/5 | Packaging — 无数据 |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 5/5 | SAST — SAST tool is run on all commits |
| 5/5 | Security-Policy — security policy file 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 | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 5.9 |
已排除计分（无数据或不适用）：branch_protection, packaging, signed_releases。 其余权重已重新归一化。
依赖安全公告
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 | 2 |
| 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:pyglove@0.4.5 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 2 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。
30
AI 代理上下文与指引
24危急
评分方式
| 0/45 | 代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则 |
| 0/15 | 机器可读文档（llms.txt） |
| 24.5/40 | 可读的提交历史 — 100 次人类提交中有 46 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 | 0.46 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
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 |
| 0/8 | 自动化维护 — 未观察到自动依赖更新 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | — |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
53中等
评分方式
| 0/45 | 可类型检查的代码 — Python，未配置类型检查 |
| 53.2/55 | 可控的文件大小 — 采样的 241 个源文件中有 8 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 131,170 |
| source_files_sampled | 241 |
| oversized_source_files | 8 |
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
717GitHub 星标
12贡献者
40最近 12 个月提交数
4距最近推送天数
10发布版本数
1巴士系数（bus factor）
1开放议题
PyPI软件包生态系统数
数据采集警告
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
更多细节
Star 与 Fork 历史 0 ★ / 39 ⇿
0Star
39Fork
10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 3修订 7
每个点涵盖 4 天。
OpenSSF Scorecard 5.9 / 10
5.9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 |
| 不适用 | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 20 out of 20 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 9/30 approved changesets -- score normalized to 3 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 9 | Maintained | 11 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 9 |
| 不适用 | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 10 | SAST | SAST tool is run on all commits |
| 10 | Security-Policy | security policy file 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 |
全部依赖 10
来自 GitHub 依赖图的完整解析依赖集合：0 个直接依赖与 10 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。
| 注册表 | 软件包 | 版本 | 关系 |
|---|---|---|---|
| PyPI | absl-py | — | 间接 |
| PyPI | autodocsumm | — | 间接 |
| PyPI | docstring-parser | — | 间接 |
| PyPI | fsspec | — | 间接 |
| PyPI | furo | — | 间接 |
| PyPI | jinja2 | — | 间接 |
| PyPI | myst-nb | — | 间接 |
| PyPI | sphinx-autodoc-typehints | — | 间接 |
| PyPI | sphinx-copybutton | — | 间接 |
| PyPI | termcolor | — | 间接 |
依赖安全公告 0
安装 pypi:pyglove@0.4.5 会引入 2 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": [
"automl",
"evolution",
"machine-learning",
"meta-learning",
"meta-programming",
"symbolic-programming",
"manipulation",
"python"
],
"is_fork": false,
"size_kb": 4163,
"has_wiki": false,
"homepage": null,
"languages": {
"Python": 2915182
},
"pushed_at": "2026-07-20T13:52:56Z",
"created_at": "2022-05-12T23:46:21Z",
"owner_type": "Organization",
"updated_at": "2026-07-21T09:25:24Z",
"description": "Manipulating Python Programs",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://opensource.google/",
"name": "Google",
"type": "Organization",
"login": "google",
"company": null,
"location": "United States of America",
"followers": 75920,
"avatar_url": "https://avatars.githubusercontent.com/u/1342004?v=4",
"created_at": "2012-01-18T01:30:18Z",
"is_verified": null,
"public_repos": 2888,
"account_age_days": 5302
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.4.5",
"kind": "patch",
"published_at": "2025-07-15T19:08:11Z"
},
{
"tag": "v0.4.4",
"kind": "patch",
"published_at": "2024-01-04T19:14:19Z"
},
{
"tag": "v0.4.3",
"kind": "patch",
"published_at": "2023-09-13T23:14:00Z"
},
{
"tag": "v0.4.2",
"kind": "patch",
"published_at": "2023-07-28T17:52:51Z"
},
{
"tag": "v0.4.1",
"kind": "patch",
"published_at": "2023-07-22T03:53:10Z"
},
{
"tag": "v0.4.0",
"kind": "minor",
"published_at": "2023-07-13T17:09:02Z"
},
{
"tag": "v0.3.0",
"kind": "minor",
"published_at": "2023-03-17T21:34:39Z"
},
{
"tag": "v0.2.1",
"kind": "patch",
"published_at": "2023-01-18T17:26:51Z"
},
{
"tag": "v0.2.0",
"kind": "minor",
"published_at": "2022-10-13T18:23:30Z"
},
{
"tag": "v0.1.1",
"kind": "patch",
"published_at": "2022-10-10T17:29:10Z"
}
],
"recent_commits": [
{
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"is_bot": false,
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"body_truncated": false,
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{
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"body": "`pg.from_json_str` (and the underlying `utils.json_conversion.from_json` and\n`resolve_typenames`).\n\nThe default (`trusted=True`) is fully backward-compatible and leaves existing\nbehavior unchanged. Passing `trusted=False` deserializes untrusted JSON safely:\n`function`/`method`/`type` symbol resolution is rejected, `_type` resolution is\nrestricted to the explicit registry allowlist (no `auto_import`), and\nopaque-object pickle is disabled.\n\nPiperOrigin-RevId: 948699299",
"is_bot": false,
"headline": "Add an explicit `trusted: bool = True` parameter to `pg.from_json` and",
"author_name": "Yifeng Lu",
"author_login": "yifenglou",
"committed_at": "2026-07-16T03:22:47Z",
"body_truncated": false,
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{
"oid": "a70303299bbf08d307fa023d25ce44a4335a0832",
"body": "PiperOrigin-RevId: 941543639",
"is_bot": false,
"headline": "Automated Code Change",
"author_name": "Hana Joo",
"author_login": "h-joo",
"committed_at": "2026-07-02T08:23:09Z",
"body_truncated": false,
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{
"oid": "a6cf30d1b6faf1f21c73e736ec73d326a19b18d1",
"body": "…TTRIBUTES\n\nPiperOrigin-RevId: 939377284",
"is_bot": false,
"headline": "Support dynamic attributes for Pyrefly in classes using HAS_DYNAMIC_A…",
"author_name": "Amer Elsheikh",
"author_login": "QEDady",
"committed_at": "2026-06-28T12:53:17Z",
"body_truncated": false,
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"oid": "ef92fb6dc2392d1156ec22ed6b8d29cb72d3de31",
"body": "backward compatibility, but provide disallow_opaque_pickle() for\nsecurity-sensitive contexts (e.g. cloud services handling untrusted\nJSON) to opt out.\n\nChanges:\n- auto_register = False on _OpaqueObject: removes it from the type\n registry so it is harder to discover during deserialization.\n- _opaque\n[…]\nallow_opaque_pickle(): context manager for security contexts\n to disable _OpaqueObject pickle deserialization.\n- from_json gate: raises TypeError when pickle is disabled.\nPiperOrigin-RevId: 925476219",
"is_bot": false,
"headline": "Keep _OpaqueObject pickle deserialization enabled by default for",
"author_name": "Yifeng Lu",
"author_login": "yifenglou",
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"body_truncated": true,
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{
"oid": "f325a00bc818489c2e03480c03ccd9c5b5ac8e6a",
"body": "Also fix types.UnionType (e.g. int | str) being incorrectly\nhandled as an opaque object instead of a typing annotation.\n\nPiperOrigin-RevId: 923677252",
"is_bot": false,
"headline": "Fix critical RCE via pickle in _OpaqueObject deserialization.",
"author_name": "Yifeng Lu",
"author_login": "yifenglou",
"committed_at": "2026-05-30T00:21:34Z",
"body_truncated": false,
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{
"oid": "2e2c74e4b05ce1bc060594ad978c7ac3b2b7909e",
"body": "Also fix types.UnionType (e.g. int | str) being incorrectly\nhandled as an opaque object instead of a typing annotation.\n\nPiperOrigin-RevId: 923631121",
"is_bot": false,
"headline": "Fix critical RCE via pickle in _OpaqueObject deserialization.",
"author_name": "Yifeng Lu",
"author_login": "yifenglou",
"committed_at": "2026-05-29T22:35:43Z",
"body_truncated": false,
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},
{
"oid": "3c9466762dbc9efb1e44c8c39fd0a0e9f3b665f7",
"body": "…porting module reloading.\n\nPiperOrigin-RevId: 918722127",
"is_bot": false,
"headline": "PyGlove: deprecate Python version 3.9 and release pyglove/dev for sup…",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2026-05-20T23:59:46Z",
"body_truncated": false,
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"oid": "4387242816b11e5a208f4aa95551e3485c9146bc",
"body": "PiperOrigin-RevId: 856198394",
"is_bot": false,
"headline": "Replace unicode escaped characters in ipynb files",
"author_name": "Matej Aleksandrov",
"author_login": "AleksMat",
"committed_at": "2026-01-14T15:08:20Z",
"body_truncated": false,
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{
"oid": "cc8692c511fd8deaae229add3cca63cd69f43902",
"body": "PiperOrigin-RevId: 840411251",
"is_bot": false,
"headline": "Add pg.io.getctime() and pg.io.getmtime().",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-12-04T22:47:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "72ca141be77d59ca2c859b5b42fa735c4a09353a",
"body": "PiperOrigin-RevId: 838930644",
"is_bot": false,
"headline": "Add `pg.io.copy`.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-12-01T22:19:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "921336a234db3a94ca17143de52079a998628203",
"body": "We're introducing the option to use `pg.from_json(..., convert_unknown=True)` to allow deserialization to proceed even when the original Python class, function, or method definitions are not available at runtime.\n\n## Motivation: the problem of missing type definitions\n\nWhen serializing and deseriali\n[…]\n.b.name)\n# Output: '__main__.foo'\n\n# Verification of types:\nassert isinstance(v.a, pg.symbolic.UnknownTypedObject)\nassert isinstance(v.b, pg.symbolic.UnknownFunction)\n```\n\nPiperOrigin-RevId: 833908094",
"is_bot": false,
"headline": "# Enabling Flexible Deserialization with Unknown Types in PyGlove",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-11-18T19:49:57Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "272e4a71f5899dcb3a0ac8eea55947c9afdb6d8e",
"body": "With this CL, users could use `pg.io` APIs to access various filesystems (S3, GCP) when fsspec is installed.\n\nPiperOrigin-RevId: 833501879",
"is_bot": false,
"headline": "`pg.io`: Add optional fsspec support.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-11-17T22:41:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4e14f06bbd79c8ac143a89bc4ec104b0748b2f69",
"body": "PiperOrigin-RevId: 833393220",
"is_bot": false,
"headline": "`pg.io`: Path check is not necessary for `StdFile.close`.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-11-17T18:17:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4601ad34a7f0eaa89b3f103861608d8624deab15",
"body": "Some file systems (especially those under heavy load) write to temporary paths and use an atomic rename operation upon closing the file. By polling for the final path's existence, we guarantee the file is fully finalized and visible before proceeding with subsequent operations like `os.chmod()` or reading.\n\nPiperOrigin-RevId: 832993526",
"is_bot": false,
"headline": "[pg.io] Wait for the file path to exist after closing.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-11-16T16:43:34Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "bc0ccf3b48d46dca86d547fe73f9a245d01d6324",
"body": "PiperOrigin-RevId: 831502697",
"is_bot": false,
"headline": "Add `pg.io.FileSystem.rename` and `pg.io.rename`.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-11-12T20:54:10Z",
"body_truncated": false,
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"oid": "99e92025e6edddfca619ca548cdc6d7aab45e168",
"body": "PiperOrigin-RevId: 830687509",
"is_bot": false,
"headline": "Add `pg.io.FileSystem.glob` and `pg.io.glob`.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-11-11T02:58:18Z",
"body_truncated": false,
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"oid": "347d59eb32c43aa9e0ffb1197dbaeeb10595cd84",
"body": "PiperOrigin-RevId: 828010956",
"is_bot": false,
"headline": "Fix Python 3.9 and 3.10 test error.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-11-04T17:35:44Z",
"body_truncated": false,
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},
{
"oid": "86e4df8ee68fcf3290cd0a0eb971a7507f4e95bc",
"body": "PiperOrigin-RevId: 826946280",
"is_bot": false,
"headline": "Python 3.14 support.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-11-01T22:03:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fb41346465307af8952afbacac196a9d51cc5104",
"body": null,
"is_bot": false,
"headline": "Support Python 3.14.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-11-01T21:27:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "67968bdf1a91a6fc7110b335e439953e4d51e5d1",
"body": "PiperOrigin-RevId: 825810047",
"is_bot": false,
"headline": "Fix flaky evolution test when mutation happens on the last DNA.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-10-30T02:28:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c1524726ee2f2a4e869a795b96c4c423bdce9ff6",
"body": "PiperOrigin-RevId: 825765785",
"is_bot": false,
"headline": "TabControl to support `remove` method.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-10-29T23:57:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b9b1818a57fee04095a7f737d4d3f66696b14194",
"body": "Example:\n\n```\nclass A(pg.Object):\n # pg.Ref[B] is a `pg.typing.ValueSpec` object.\n x: dict[int, pg.Ref[B]]\n```\n\nPiperOrigin-RevId: 822725527",
"is_bot": false,
"headline": "Allow pg.typing.ValueSpec to be used as sub-type annotations.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-10-22T20:48:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fb31092f3dfcd76ecab0eaf17628fb3f42e57eb1",
"body": "… Objects\n\nThis enhancement introduces formal serialization support for pg.Ref, allowing PyGlove to correctly serialize and deserialize objects that share references.\n\nExample:\n```\nclass Foo(pg.Object):\n x: Any\n\nclass Bar(pg.Object):\n y: int\n\nfoo = Foo(Bar(1))\nfoo2 = Foo(foo.x) # foo.x is\n[…]\nhe exact same shared instances.\n\nThis change greatly extends PyGlove's ability to handle complex object structures and common programming patterns involving shared state.\n\nPiperOrigin-RevId: 822584923",
"is_bot": false,
"headline": "Formal Serialization for `pg.Ref`: Enhancing PyGlove to Handle Shared…",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-10-22T14:42:55Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "e732a084ac245bc8c2c2c4e68a3017d4cb772aaf",
"body": "With this change, `Dict.get()`, `Dict.values()`, `Dict.items()` will evaluate element value if the element is `pg.Inferential`. This also aligns the semantics with `List.__getitem__()` `List.__getattr__` and `List.__iter__()`.\n\nExample:\n```\nclass A(pg.Object):\n pass\n\nd = pg.Dict(x=pg.Ref(A())\nassert\n[…]\n # Instead of `pg.Ref`\nassert isinstance(list(d.values())[0], A) # Instead of `pg.Ref`\nassert isinstance(list(d.items())[0][1], A) # Instead of `pg.Ref`\n```\nPiperOrigin-RevId: 821712306",
"is_bot": false,
"headline": "`pg.Dict`: Evaluate inferential value for standard dict operations.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-10-20T17:45:58Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "7802e4f1d93693718637894daf097e615fd6d3d9",
"body": "PiperOrigin-RevId: 821361894",
"is_bot": false,
"headline": "No public description",
"author_name": "PyGlove Authors",
"author_login": null,
"committed_at": "2025-10-19T18:20:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "650ad917ddc08a43b7247eb821903fd2ef65e3c3",
"body": "With this change, `Dict.get()`, `Dict.values()`, `Dict.items()` will evaluate element value if the element is `pg.Inferential`. This also aligns the semantics with `List.__getitem__()` `List.__getattr__` and `List.__iter__()`.\n\nExample:\n```\nclass A(pg.Object):\n pass\n\nd = pg.Dict(x=pg.Ref(A())\nassert\n[…]\n # Instead of `pg.Ref`\nassert isinstance(list(d.values())[0], A) # Instead of `pg.Ref`\nassert isinstance(list(d.items())[0][1], A) # Instead of `pg.Ref`\n```\nPiperOrigin-RevId: 821342698",
"is_bot": false,
"headline": "`pg.Dict`: Evaluate inferential value for standard dict operations.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-10-19T16:33:23Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "ea13a507bbfbdf70c6beb0e2a1900df8145d7365",
"body": "PiperOrigin-RevId: 820474675",
"is_bot": false,
"headline": "`with_contextual_override` to support coroutines.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-10-17T01:43:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "779e9b1cf2fa8a779693d51cc12d62fe8a51c22c",
"body": "- `pg.ValueSpec.to_json_schema()` to support default value.\n- Introduce `pg.ValueSpec.from_json_schema()` / `pg.Schema.from_json_schema()` to allow creation of ValueSpec from JSON schema.\n\nPiperOrigin-RevId: 820048200",
"is_bot": false,
"headline": "`pg.typing`: Enhancements to JSON schema conversion.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-10-16T04:29:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e7c8e81c40a225a8c4f0541acb3a9f936d769d9c",
"body": "* Counters are metrics that track the number of times an event occurs. It's\nmonotonically increasing over time.\n\n* Scalars are metrics that track a single value at a given time, for example,\navailable memory size. It does not accumulate over time like counters.\n\n* Distributions are metrics that track the distribution of a numerical value.\nFor example, the latency of an operation.\n\nPiperOrigin-RevId: 816976497",
"is_bot": false,
"headline": "Formalize monitoring metrics: Counter, Scalar and Distributions.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-10-09T03:14:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4a1e8b45a3982a727f9abfbf87a2ef5882ccb055",
"body": "…duration`.\n\nPiperOrigin-RevId: 814384615",
"is_bot": false,
"headline": "[pg.monitoring] Handle empty error with `pg.monitoring.Scalar.record_…",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-10-02T21:22:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ef07d6af69fcbeb6b983a5a458375326c0344ead",
"body": "PiperOrigin-RevId: 814368980",
"is_bot": false,
"headline": "[pg.monitoring] Scalar.record_duration to optionally track error.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-10-02T20:45:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "46304868d813ddcce575163a58d9579844f340da",
"body": "PiperOrigin-RevId: 814064958",
"is_bot": false,
"headline": "Add `pg.monitoring.Scalar.record_duration()`.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-10-02T05:02:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e9edd54ca5d16218ec264e9636e86136d2e0afc4",
"body": "…() by providing an empty dict as a fallback.\n\nPiperOrigin-RevId: 813104024",
"is_bot": false,
"headline": "This change ensures that hyper_dict is not None before calling .items…",
"author_name": "PyGlove Authors",
"author_login": null,
"committed_at": "2025-09-30T06:11:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5a187bafd52d2cc0843679f977633c2826a92991",
"body": "…ecution.\n\n```python\ncollection = pg.monitoring.metric_collection('/myapp')\nfoo = collection.get_counter('foo', 'description for foo')\nassert foo.increment() == 1\n\nbar = collection.get_scalar('bar', 'description for bar', parameters={'module': str})\nbar.record(10, module='module1')\nassert bar.distribution(module='module1').mean == 10.0\n```\nPiperOrigin-RevId: 811946930",
"is_bot": false,
"headline": "Introduce `pg.monitoring`: MetricCollection for monitoring program ex…",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-09-26T21:01:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a4c17fe82eeee8bb84fa4d37484a0c51292f4396",
"body": "This allows user to redirect loggers to custom IOs.\n\nPiperOrigin-RevId: 811115465",
"is_bot": false,
"headline": "Introduce `pg.logging.use_stream`.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-09-25T01:18:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c6819c42469f36e31eab2ff09d3f18c3dd33c8d1",
"body": "PiperOrigin-RevId: 805921677",
"is_bot": false,
"headline": "Extract `pg.match_error` from `pg.catch_errors`.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-09-11T18:34:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c080ff49620cd427c7230fa5e9bdd24cb9582e55",
"body": "PiperOrigin-RevId: 786880724",
"is_bot": false,
"headline": "`JsonConvertible.add_module_alias` to support multiple aliases",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-07-24T23:47:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5f38cad20384fdcc6eb848284e82e6934e2f1aaa",
"body": "PiperOrigin-RevId: 783503779",
"is_bot": false,
"headline": "Merge pull request #372 from google:daiyip-patch-1",
"author_name": "pyglove authors",
"author_login": null,
"committed_at": "2025-07-15T22:58:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0f4c7f73dd41c9c814b94f0c374db1a30efc65e5",
"body": null,
"is_bot": false,
"headline": "Bump PyGlove dev version to 0.5.0",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-07-15T19:11:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d655ea0f60c22add8a43fe3024ce1801bdc27e78",
"body": "PiperOrigin-RevId: 782393896",
"is_bot": false,
"headline": "Python 3.13 Support.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-07-12T20:43:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4809eb5314420d1969c7528b43ac80a304fa9c92",
"body": null,
"is_bot": false,
"headline": "Python 3.13 support",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-07-12T17:33:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "976ecbfb2800d7119ef835feec8c37a00ac05419",
"body": "…ues=True`.\n\n`np.ndarray == <number>` will return a `np.ndarray` which does not evaluate to a bool value. By putting `field.default_value` on the left, the `__eq__` method of `field.default_value` will take higher priority than `np.ndarray.__eq__`.\n\nPiperOrigin-RevId: 761832755",
"is_bot": false,
"headline": "Make `pg.to_json` compatible with `np.ndarray` with `hide_default_val…",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-05-22T07:08:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e55ea669df8dce6b2fdb1f92494da1ca080b7445",
"body": "PiperOrigin-RevId: 759654174",
"is_bot": false,
"headline": "Expose `pg.ErrorInfo`.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-05-16T16:57:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "28c9b51d35d4390ae68e0487d6428e7754d32272",
"body": "Previous pg.utils.ErrorInfo is not HTML friendly. To fix this issue, we introduce\nsymbolic ErrorInfo class. Besides HTML support, it inherits all the benefits of PyGlove objects, e.g. automatic serialization support, flexible formatting, symbolic traversal etc.\n\nThis CL also fix pytype errors for python files under docs.\n\nPiperOrigin-RevId: 759385485",
"is_bot": false,
"headline": "Introduce symbolic ErrorInfo.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-05-16T01:23:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f7390c120b0c173ee73c97c239c7668def226723",
"body": "```python\nclass Foo(metadata=abc.ABCMeta):\n @property\n @abc.abstractmethod\n def bar(self):\n pass\n\nclass Bar(pg.Object, Foo):\n # `bar` will introduce property `bar` that overrides the abstract `Foo.bar`.\n bar: int\n\nassert Bar(1).bar == 1\n```\n\nPiperOrigin-RevId: 759224544",
"is_bot": false,
"headline": "Allow symbolic attribute to override abstract properties.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-05-15T18:18:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9018f2589b4ef861a02100bb03b67e07187e5509",
"body": "```python\nclass A(pg.Object):\n x: int\n y: str\n\n# Schema to JSON schema.\nA.__schema__.to_json_schema()\n\n# ValueSpec to JSON schema.\nA.__schema__['x'].value.to_json_schema()\n```\n\nPiperOrigin-RevId: 754047380",
"is_bot": false,
"headline": "Add PyGlove schema to JSON Schema conversion.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-05-02T17:16:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d1f94c9120ce50db9180f618bfbaf44a6c72a86e",
"body": "To make composition of child HTML elements easier, we make\n1. Html.element to support nestable list of child elements.\n2. LabelGroup to support nestable list of Labels that contains None.\n3. TabControl to support nestable list of Tabs that contains None. `select` supports name and name list.\n\nPiperOrigin-RevId: 752953428",
"is_bot": false,
"headline": "Enhancement to PyGlove HTML controls.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-04-30T01:03:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cb9964e8651f363a93273dde0d1a1769ddca9f58",
"body": "Allow passing `is_noneable` and `use_none_as_default` arguments. We also unset the default value for Union converted from annotation without default value.\n\nPiperOrigin-RevId: 752777826",
"is_bot": false,
"headline": "Enhancing `pg.typing.ValueSpec.noneable()`",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-04-29T16:59:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4b9c25fb57b76a1669cec783dca343e77fb37f05",
"body": "PiperOrigin-RevId: 752414465",
"is_bot": false,
"headline": "Automated Code Change",
"author_name": "Hana Joo",
"author_login": "h-joo",
"committed_at": "2025-04-28T19:55:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9c0086afd0220248732973ed485749f3a70fde46",
"body": "…pers.\n\nPiperOrigin-RevId: 751851424",
"is_bot": false,
"headline": "Add `pg.logging.register_frame_to_skip` to better support logger wrap…",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-04-26T23:04:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5f0aa14a8fa3e83d09cf605687f51150bea87dba",
"body": "Allow passing `is_noneable` and `use_none_as_default` arguments. We also unset the default value for Union converted from annotation without default value.\n\nPiperOrigin-RevId: 750812311",
"is_bot": false,
"headline": "Enhancing `pg.typing.ValueSpec.noneable()`",
"author_name": "Joe Richey",
"author_login": "josephlr",
"committed_at": "2025-04-24T02:31:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9209f971c82736d5e569a933a4410dc8a4bbc121",
"body": "Allow passing `is_noneable` and `use_none_as_default` arguments. We also unset the default value for Union converted from annotation without default value.\n\nPiperOrigin-RevId: 750779137",
"is_bot": false,
"headline": "Enhancing `pg.typing.ValueSpec.noneable()`",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-04-24T00:24:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "29591ea564770b0080fb12aae15b6c4c60571fb9",
"body": "Also `pg.print` now supports variable positional arguments.\n\nPiperOrigin-RevId: 750352628",
"is_bot": false,
"headline": "`pg.format` to handle recursive structures.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-04-22T22:44:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b3ad22583c65e630a5dfb8ff524789e91e19ced4",
"body": "This allows exceptions like SystemExit to be caught from bad code.\n\nPiperOrigin-RevId: 749911071",
"is_bot": false,
"headline": "Catch BaseException for pg.coding.evaluate.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-04-21T21:02:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "86aad872fc60c8c16ee64e8b8e414e0e6c68b3f2",
"body": "PiperOrigin-RevId: 740822511",
"is_bot": false,
"headline": "Internal change.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-03-26T17:37:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fd75005974e56fd64e446633832afc949e7bef90",
"body": "PiperOrigin-RevId: 739010067",
"is_bot": false,
"headline": "Set the default file/sequence permissions to world readable.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-03-21T01:39:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2e8981da77f89b8743659998b0a7336fa54d91f8",
"body": "… default.\n\nPiperOrigin-RevId: 736539531",
"is_bot": false,
"headline": "Set the default value of arg `exist_ok` for `pg.io.mkdirs` to True by…",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-03-13T16:50:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "65c7e520cb8aa0ca5c8bf7d7f1cc9ab72123d5b2",
"body": "PiperOrigin-RevId: 723558958",
"is_bot": false,
"headline": "Improve annotation inference to be compatible with module reloading.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-02-05T18:17:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "97d6446a2dea91c67f5f39335e0509573ccb8cdd",
"body": "With this CL, PyGlove is compatible with `__future__.annotations`.\nFor example:\n\n```python\nfrom __future__ import annotations\n\nclass A(pg.Object):\n child: A | None\n```\n\nPiperOrigin-RevId: 723114026",
"is_bot": false,
"headline": "pg.typing to support `__future__.annotations`.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-02-04T17:20:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "50d8a38b0328222c2570c95c93caf934b7354966",
"body": "Protocol is a special base class, which cannot be tested via `issubclass` and `isinstance` (without @typing.runtime_checkable). Before this change, PyGlove does not treat Protocol subclasses correctly for typing. This CL fixes this by:\n1) pg.typing.is_subclass(cls, protocol_cls) always returns True \n[…]\n\nclass Foo(Protocol):\n def __call__(self) -> int:\n ...\n\nclass A(pg.Object):\n foo: Foo\n\nclass Bar:\n def __call__(self) -> int:\n return 0\n\nA(Bar()) # Will work.\n```\n\nPiperOrigin-RevId: 722370929",
"is_bot": false,
"headline": "`pg.typing` to support Protocol subclassses.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-02-02T17:32:25Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "c8c5d1ca9e5a750ed828b07c0668bc56da30dd94",
"body": "… at the last expression.\n\nPiperOrigin-RevId: 721812914",
"is_bot": false,
"headline": "`pg.coding.evaluate`: Fix raise when attribute assignment takes place…",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-01-31T18:09:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ddeb5932ba0c26cdc58e76f99800726bf644f974",
"body": "PiperOrigin-RevId: 718981795",
"is_bot": false,
"headline": "Fix stuck multiprocessing sandbox on large STDOUT.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-01-23T21:00:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d31a11938dabb9f518cf41986e9d3e469b6161f7",
"body": "PiperOrigin-RevId: 716236530",
"is_bot": false,
"headline": "cleanup of deprecated test methods",
"author_name": "PyGlove Authors",
"author_login": null,
"committed_at": "2025-01-16T15:59:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "063caf94dd80587954d9206126e382760ace7d34",
"body": "…narios.\n\n```\nclass A(pg.Object):\n x: str\n\n def foo(self):\n return 1\n\nclass B(A):\n pass\n\nclass C(pg.Object):\n x: Literal['a', 'b']\n\n def foo(self):\n return 2\n\nclass D(B, C):\n pass\n\n# D.foo will be C.foo.\n# Like-wise, D.x shall be Literal['a', 'b'] as B doesn't override A.x.\n# Before this CL D.x is str (B takes precedence of C in multi-inheritance order).\n```\n\nPiperOrigin-RevId: 716220803",
"is_bot": false,
"headline": "Fix symbolic attribute inheritance behavior for multi-inheritance sce…",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-01-16T15:03:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ba91fc783b079bc8fb783256a00d6c3bf0a7c670",
"body": "Contextual objects are objects whose attribute values could be manipulated by context manager `pg.contextual_override` and/or accessed from parent objects via `pg.contextual_attribute` placeholder.\n\nExample:\n\n```\nclass A(pg.ContextualObject):\n x: int\n y: Any = pg.contextual_attribute()\n\na = A(1)\nprint(a.x) # 1\nwith pg.contextual_override(x=2):\n print(a.x) # 2\nprint(a.x) #1\n\npg.Dict(y=3, a=a)\nprint(a.y) # 3. (Accessing parent's y)\n```\n\nPiperOrigin-RevId: 716013142",
"is_bot": false,
"headline": "Introduce `pg.ContextualObject`.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-01-16T01:35:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "264cfa133d400aeb3b6df548f8df6b317d0565d8",
"body": "With this change, the following code is valid, and the reported elapsed time for the 'task' status will be aggregated accordingly.\n\n```\n with pg.timeit() as t:\n with pg.timeit('task'):\n time.sleep(1)\n time.sleep(1)\n with pg.timeit('task'):\n time.sleep(1)\n print(t.status()['task'].elapse)\n # Will print a number around 2.\n```\n\nPiperOrigin-RevId: 715540752",
"is_bot": false,
"headline": "`pg.time` now supports aggregating sub-timers with the same name.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-01-14T22:53:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "20cf7607bb2bdb1edc8c51a039d3461a09ca7c8e",
"body": "PiperOrigin-RevId: 715083241",
"is_bot": false,
"headline": "Expose `lf.coding.permission` and `lf.coding.maybe_sandbox_call`.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-01-13T21:16:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "faca119a9c80361e8bbe4c0d91d23ddd4a3f8572",
"body": "PiperOrigin-RevId: 713385689",
"is_bot": false,
"headline": "Expose `pg.colored` and `pg.decolor` from the root module.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-01-08T20:52:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "23ca0c221051622a9f95d2c95e5988c8e2443473",
"body": "…ontrol.\n\nPiperOrigin-RevId: 713290439",
"is_bot": false,
"headline": "`pg.coding`: Add support for Python code evaluation with permission c…",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-01-08T15:52:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1125d6dc869ac64820954bdc0bd98d81ca1b5f4b",
"body": "PiperOrigin-RevId: 713009923",
"is_bot": false,
"headline": "Add `pg.utils.text_color` submodule.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-01-07T20:50:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f3f06ae0b764419843cbd2e49db7ca2db0eabac0",
"body": "Currently this sub-module has been expanded with utilities beyond dealing with objects. This rename allows better organization of code.\n\n`pg.object_utils` is kept as an alias to `pg.utils` for backward-compatibility.\n\nPiperOrigin-RevId: 712329689",
"is_bot": false,
"headline": "Rename `pg.object_utils` sub-module to `pg.utils`.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-01-06T00:00:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a4e5373717e2ace65a9880de4ef2609b72f4f90f",
"body": "Move `make_function` from `pg.object_utils` to `pg.coding`.\n\nPiperOrigin-RevId: 711543408",
"is_bot": false,
"headline": "Introduce `pg.coding` sub-module.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2025-01-02T23:50:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "feb3d56ac1ffa6a8f89c439e46b043cab55ea95c",
"body": "PiperOrigin-RevId: 708384259",
"is_bot": false,
"headline": "Retire `pg.Object.schema` and `pg.Object.type_name`.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2024-12-20T19:46:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "005ec584be43146d0306dfbaa72b4fb1ce451080",
"body": "- Support using `typing.ClassVar` to annotate class-level attributes.\n- Support using `typing.Final` to annotate frozen field.\n- Support using `pg.Ref[Type]` for automatic conversion of symbolic object to `pg.Ref` object.\n- Add `pg.typing.ValueSpec.__call__` as a shortcut to instantiate values of the spec, so `pg.typing.ValueSpec` could be used as types.\n\nPiperOrigin-RevId: 706239534",
"is_bot": false,
"headline": "Enhancements to PyGlove's typing system.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2024-12-14T17:37:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "120e8bd6533b51181b29254fa26fb91d0a376394",
"body": "This CL also allows serializing/deserializing dict of int keys through `pg.to_json_str` and `pg.from_json_str`.\n\nPiperOrigin-RevId: 706121854",
"is_bot": false,
"headline": "pg.Dict to support int keys.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2024-12-14T06:43:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "31153b10190ad9f962f152b239e7bf7ea2869f6d",
"body": "This CL also allows serializing/deserializing dict of int keys through `pg.to_json_str` and `pg.from_json_str`.\n\nPiperOrigin-RevId: 705925836",
"is_bot": false,
"headline": "pg.Dict to support int keys.",
"author_name": "Yifeng Lu",
"author_login": "yifenglou",
"committed_at": "2024-12-13T18:27:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "06a636328dc356ee88893d3d093f13f454e7e3c5",
"body": "This CL also allows serializing/deserializing dict of int keys through `pg.to_json_str` and `pg.from_json_str`.\n\nPiperOrigin-RevId: 705885077",
"is_bot": false,
"headline": "pg.Dict to support int keys.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2024-12-13T16:02:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "212ce7def611f1707173b51e6a66a5c6df49f8d2",
"body": "PiperOrigin-RevId: 705357818",
"is_bot": false,
"headline": "Add \"View PyGlove Objects in HTML\" notebook in examples.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2024-12-12T05:32:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fcb53ebafd539e412ae0e6c730b8cf754e65108f",
"body": "* `pg.views.html.controls.Label`:\n - Use `<span>` for labels without links, so it better supports nesting.\n* `pg.views.html.controls.TabControl`:\n - Add an optional 'name' to `Tab` so we could select that tab by name.\n - Add `insert` method.\n - Add `select` method.\n\nPiperOrigin-RevId: 705147063",
"is_bot": false,
"headline": "Enhance HTML controls.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2024-12-11T18:10:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7b06665b00103338f5163af48f05ccc7969812af",
"body": "PiperOrigin-RevId: 704729105",
"is_bot": false,
"headline": "Tune CSS for Tab control.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2024-12-10T16:56:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6e0ff933d1e826d9553b084bed0c2a83c124c5d3",
"body": "* `lf.views.html.controls.Control`: supports HTML/CSS injection with javascript.\n* `lf.views.html.controls.Label`: supports dynamic update of CSS classes.\n* `lf.views.html.controls.TabControl`:\n - Supports `css_classes`\n - Allow dynamic addition of new tabs.\n - Avoid \"float: left\" for vertical tabs.\n - Upgraded UI.\n\nPiperOrigin-RevId: 704409321",
"is_bot": false,
"headline": "Enhancements to HTML controls.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2024-12-09T22:03:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0adebc9aac237d5e22b87d1317e0df3fce7bb86c",
"body": "For example, previously Foo(x={'a.x': 1}) will be serialized as `Foo(x={'a': {'x': 1}}`, which is not intended. This is due to `object_utils.merge` tries to unflatten keys with '.' and '[]'.\n\nPiperOrigin-RevId: 696248561",
"is_bot": false,
"headline": "Fix serialization of `pg.Object` with child dict with non-standard keys.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2024-11-13T21:21:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "016992e089261bd0b466eb4384edffcf766db5c9",
"body": "PiperOrigin-RevId: 696225509",
"is_bot": false,
"headline": "Allow serialization of `pg.Ref` with `pg.to_json()`.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2024-11-13T20:11:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dc26ae1e491935a6461d205a380bef7c9e7a32dc",
"body": "PiperOrigin-RevId: 696216964",
"is_bot": false,
"headline": "Better handle `pg.Symbolic.sym_nondefaults` on dicts without schema.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2024-11-13T19:48:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "28a8f3c693c3a6610ccae46e4c6717cc9bda6bb4",
"body": "PiperOrigin-RevId: 694420303",
"is_bot": false,
"headline": "Added suppressions for pytype --none-is-not-bool.",
"author_name": "Martin Huschenbett",
"author_login": null,
"committed_at": "2024-11-08T10:31:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "38a92a18d2c1a4d2e173f9b5a0eb802440326dc2",
"body": "- Label to allow specification of 'target' for links.\n- Tab to support multiple TabControls in the same page.\n\nPiperOrigin-RevId: 693745093",
"is_bot": false,
"headline": "Minor enhancements to `lf.views.html.controls`.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2024-11-06T16:56:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "713e2c3060593d09b2fee8b375e603a125c2374d",
"body": "Add common interactive controls (Label, Tooltip, ProgressBar and Tab).\n\nPiperOrigin-RevId: 693406819",
"is_bot": false,
"headline": "Introduce `pg.views.html.controls`.",
"author_name": "Daiyi Peng",
"author_login": "daiyip",
"committed_at": "2024-11-05T18:53:23Z",
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"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:pyglove@0.4.5 runtime dependency closure — what installing the published package pulls in — 2 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
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"affected_packages": 0,
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"unassessed_packages": 0,
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"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
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"points": 35,
"status": "met",
"details": [
{
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}
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"max_points": 35
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{
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{
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{
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"notes": [],
"value": 100,
"inputs": {
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"red_flag": false,
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"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
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{
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"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
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"red_flag": false,
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"review_only_matches": 0,
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"key": "policy_exposure_multiplier",
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"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",
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"name": "AI Readiness",
"value": 30,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
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"note": null,
"notes": [],
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"legible_history_share": 0.46,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
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"components": [
{
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"points": 0,
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"details": [
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{
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"points": 0,
"status": "missed",
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{
"key": "legible_commit_history",
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"points": 24.5,
"status": "partial",
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"notes": [],
"value": 22,
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"has_tests": true,
"lockfiles": [],
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"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "automated_tests",
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"detail": null,
"points": 22,
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{
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{
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"points": 0,
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{
"key": "demonstrated_agent_practice",
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"points": 0,
"status": "missed",
"details": [
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"code": "no_agent_authored_commits",
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{
"key": "automated_maintenance",
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"points": 0,
"status": "missed",
"details": [
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"code": "no_dependency_automation",
"params": {}
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{
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"points": 0,
"status": "missed",
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"oversized_source_files": 8
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"components": [
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"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
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}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "8/241 source files over 60KB",
"points": 53.2,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
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"oversized": 8
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]
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{
"key": "ai_interfaces",
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"notes": [],
"value": 40,
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"points": 0,
"status": "missed",
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{
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"points": 0,
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{
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],
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