公开记录
软件健康报告模式 0.30.0 · 指标 2.5.0 · 2026-08-04 16:18 UTC

facebookresearch / iopath

A python library that provides common I/O interface across different storage backends.

PythonMIT★ 152 星标⑂ 28 复刻始于 2020年8月在 GitHub 上查看 ↗
类型如何判定

facebookresearch/iopath 的健康指数为 100 分中的 53 分,处于「中等」区间。 其得分最高的类别是Community & Adoption(68/100),最低的是Engineering Quality(34/100)。 最近一次更新在 32 天前。 近期的大部分工作由 2 位贡献者完成。

53
总分 / 100
中等

软件健康指数

指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均,再依据公开记录的分布进行校准,使各等级具有百分位含义;当公开证据触发高风险司法辖区政策时,评级会按政策调整,并设置 34(存在风险)的上限。

53
卓越93-100公开记录中的最高层级(约前 5%);基本满足所有检验标准
优秀80-92各方面均表现强劲;仅有少量不足
良好65-79健康;不足之处有限且可控
中等50-64可接受,但存在明显不足;建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节;采用时应保持审慎
危急1-19问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形,而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

加权总体分 52 经校准后在公布的指数量表上为 53(记录校准 2026-08-02)。

所有权

36,912 关注者1,428 个公开仓库始于 2016年1月

该仓库由组织支持——共同承担、可问责的托管责任,可延续于任何单一维护者之后。

软件包生态系统

注册表软件包版本月下载量版本数最近发布
PyPIiopath0.1.10-101486 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?

44薄弱 · 占总体的 21%
评分方式
18/36推送新近度 — 最近一次推送于 32 天前
7.6/36提交节奏 — 52 周中有 11 周有提交
11.9/18提交量 — 最近一年 20 次提交
6/10OpenSSF Scorecard:Maintained — 8 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 6
所用输入
commits_last_year20
human_commit_share1
days_since_last_push32
active_weeks_last_year11

发布纪律

44薄弱
评分方式
27/27有发布版本 — 已发布 3 个发布版本
7.2/36发布时效 — 最近一次发布版本于 554 天前
5.4/27发布节奏 — 约每 695.1 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count3
latest_release_tagv0.1.10
releases_from_tags
days_since_latest_release554
mean_days_between_releases695.1
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?

68良好 · 占总体的 17%
评分方式
35.3/60星标 — 152 个星标
11.9/25复刻 — 28 个复刻
6.2/15关注者 — 14 位关注者
所用输入
forks28
stars152
watchers14
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

85优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(MIT)
18/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
readme_badges0
has_contributing
has_issue_template
has_code_of_conduct
readme_badge_services
has_pull_request_template

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?

63中等 · 占总体的 23%
评分方式
25.2/54巴士系数 — 2 位贡献者贡献了半数提交
14.2/22.5提交分布 — 头号贡献者编写了 37% 的提交
13.5/13.5贡献者广度 — 27 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 3 contributing companies or organizations -- score normalized to 10
所用输入
bus_factor2
contributors_sampled27
top_contributor_share0.368
评分方式
21/42议题解决 — 50% 的议题已关闭
3.3/30PR 接受 — 已裁定的 PR 中 1/9 已合并
0/13Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决
13.5/15OpenSSF Scorecard:Code-Review — Found 28/30 approved changesets -- score normalized to 9
所用输入
merged_prs1
open_issues7
closed_issues7
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio0.5
closed_unmerged_prs8
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
已排除计分(无数据或不适用):newcomer_pr_acceptance。 其余权重已重新归一化。
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 — facebookresearch 有 36,912 位关注者
25/25既往记录 — 1,428 个公开仓库,账户约 10 年
所用输入
followers36,912
owner_typeOrganization
is_verified
owner_loginfacebookresearch
public_repos1,428
account_age_days3,840
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
4/35发布时效 — 最近一次发布于 1,486 天前
20/20版本历史 — 10 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
packagesiopath
ecosystemspypi
any_deprecated
min_days_since_publish1,486

工程质量

基础的工程与文档实践是否到位?

34存在风险 · 占总体的 19%

工程实践

30存在风险
评分方式
0/24CI 工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
0/20OpenSSF Scorecard:CI-Tests — 无数据
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config
已排除计分(无数据或不适用):OpenSSF Scorecard:CI-Tests。 其余权重已重新归一化。

文档

40薄弱
评分方式
30/30README
0/25文档目录
0/15文档 / 主页站点
10/10仓库描述
0/10主题标签
0/10Wiki
所用输入
topics
has_wiki
homepage
has_readme
has_docs_dir
has_description

安全

可见的安全与供应链实践是否稳固,且不存在未解决的高风险司法辖区暴露?

56中等 · 占总体的 16%

安全态势

56中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
0/2.5CI-Tests — 无数据
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6.8/7.5Code-Review — Found 28/30 approved changesets -- score normalized to 9
2.5/2.5Contributors — project has 3 contributing companies or organizations -- score normalized to 10
0/10Dangerous-Workflow — 无数据
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
4.5/7.5Maintained — 8 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 6
0/5Packaging — 无数据
0/5Pinned-Dependencies — 无数据
0/5SAST — no SAST tool detected
4.5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — 无数据
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated12
scorecard_versionv5.5.0
checks_inconclusive6
scorecard_aggregate5.6
已排除计分(无数据或不适用):ci_tests, dangerous_workflow, packaging, pinned_dependencies, signed_releases, token_permissions。 其余权重已重新归一化。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?权重刻意设小(4%):代理工具链是一项真实的维护信号,但完全不具备的仓库仍可达到 100/100。

35薄弱 · 占总体的 4%
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 100 次人类提交中有 100 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share1
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
0/11Lint / 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
0/10OpenSSF Scorecard:Pinned-Dependencies — 无数据
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
已排除计分(无数据或不适用):OpenSSF Scorecard:Pinned-Dependencies。 其余权重已重新归一化。
评分方式
0/45可类型检查的代码 — Python,未配置类型检查
52.2/55可控的文件大小 — 采样的 20 个源文件中有 1 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes63,158
source_files_sampled20
oversized_source_files1

关键数据

152GitHub 星标
27贡献者
20最近 12 个月提交数
32距最近推送天数
3发布版本数
2巴士系数(bus factor)
7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
  • No resolved dependencies carried a version and a supported ecosystem

更多细节

Star 与 Fork 历史 0 ★ / 28 ⇿
0Star
28Fork
3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。

0510152025302812020-102023-042025-11
主版本 0次版本 0修订 3

每个点涵盖 5 天。

OpenSSF Scorecard 5.6 / 10
5.6综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-08-04 16:18 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
不适用CI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 28/30 approved changesets -- score normalized to 9
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
不适用Dangerous-Workflowno workflows found
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
6Maintained8 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 6
不适用Packagingpackaging workflow not detected
不适用Pinned-Dependenciesno dependencies found
0SASTno SAST tool detected
9Security-Policysecurity policy file detected
不适用Signed-Releasesno releases found
不适用Token-PermissionsNo tokens found
10Vulnerabilities0 existing vulnerabilities detected
全部依赖 5

来自 GitHub 依赖图的完整解析依赖集合:0 个直接依赖与 5 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
PyPIaiofiles间接
PyPIdataclasses间接
PyPIportalocker间接
PyPItqdm间接
PyPItyping-extensions间接
依赖安全公告 未评估

本报告未能完成公告比对:No resolved dependencies carried a version and a supported ecosystem

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 383,
      "has_wiki": false,
      "homepage": null,
      "languages": {
        "Shell": 1155,
        "Python": 222925
      },
      "pushed_at": "2026-07-02T19:45:22Z",
      "created_at": "2020-08-31T23:10:23Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-02T19:45:27Z",
      "description": "A python library that provides common I/O interface across different storage backends.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://opensource.fb.com",
      "name": "Meta Research",
      "type": "Organization",
      "login": "facebookresearch",
      "company": null,
      "location": "Menlo Park, California",
      "followers": 36912,
      "avatar_url": "https://avatars.githubusercontent.com/u/16943930?v=4",
      "created_at": "2016-01-28T18:56:55Z",
      "is_verified": null,
      "public_repos": 1428,
      "account_age_days": 3840
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.1.10",
          "kind": "patch",
          "published_at": "2025-01-26T19:51:41Z"
        },
        {
          "tag": "v0.1.9",
          "kind": "patch",
          "published_at": "2021-11-09T20:45:08Z"
        },
        {
          "tag": "v0.1.8",
          "kind": "patch",
          "published_at": "2021-04-07T17:18:45Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "2e0b84e09cfc27360a80148181151cd9f4b74dc2",
          "body": "Summary:\n`PathManagerFactory.remove` assigned the popped `PathManager` to a throwaway local `_pm` (flagged `# noqa: F841`) only to `del` it immediately. The `pop(key)` already removes the entry from `pm_list`, and the local would be collected at function return regardless, so the assignment and `del` were a no-op. Replaced with a plain `PathManagerFactory.pm_list.pop(key)`.\n\nNo behavior change.\n\n___\n\nDifferential Revision: D110331690\n\nfbshipit-source-id: 5f076b0e52e1d65de374010155e42de4ee7e61ab",
          "is_bot": false,
          "headline": "Simplify PathManagerFactory.remove to a plain pop",
          "author_name": "Fabian Schenk",
          "author_login": null,
          "committed_at": "2026-07-02T19:37:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "60da5dc8b9598c93071071e8a27ed6d2b7d8f98c",
          "body": "Summary:\n`PathManager.mkdirs` and `PathManager.rm` are annotated `-> None` but assigned the underlying handler call to `bret` and `return`ed it. The underlying `_mkdirs` / `_rm` handler methods themselves return `None`, so the returned value was always `None` and meaningless. This drops the pointless `bret` assignment and `return`, matching the declared return type.\n\nNo behavior change.\n\n___\n\nDifferential Revision: D110331594\n\nfbshipit-source-id: 069393dd86c1b4255b74ced6c03e24aaa4b114c9",
          "is_bot": false,
          "headline": "Drop returned values from PathManager methods annotated -> None",
          "author_name": "Fabian Schenk",
          "author_login": null,
          "committed_at": "2026-07-02T18:54:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dab3c33bd7eb867463393d1143cb215a7fcfa848",
          "body": "Summary:\nSeveral `PathManager` methods resolved the same path handler twice: once inline and once into a local. This computes each handler once and reuses it.\n\n- `opena`: reuse the handler for both `_opena` and `_async_handlers.add(...)`.\n- `copy`: reuse the `src_path` handler in the cross-handler c\n[…]\nnarrowed with an `assert`, dropping the suppression. No behavior change.\n\n___\n\nReviewed By: cavalli1234\n\nDifferential Revision: D110330344\n\nfbshipit-source-id: dca0a01fd694f0de5399476279187b94540d04d6",
          "is_bot": false,
          "headline": "Dedup redundant get_path_handler calls in PathManager",
          "author_name": "Fabian Schenk",
          "author_login": null,
          "committed_at": "2026-07-02T09:06:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c33612b38a2b00ebceca9185f1c0d551d36326f2",
          "body": "Summary:\nClean up `_set_cwd` in `PathManager`:\n\n- Narrow `path or self._cwd` into a local `handler_path` guarded by `assert handler_path is not None`, so `get_path_handler` is called with a non-Optional path and the `pyre-fixme[6]` on `Optional[str]` -> `Union[PathLike, str]` drops.\n- Drop the dupli\n[…]\ninor telemetry change: `set_cwd(None)` calls previously logged `path=None`, now log `path=\"null\"`.\n\n___\n\nDifferential Revision: D110329738\n\nfbshipit-source-id: 2553a8316a93c8ee4d620d118335d1678b83ae23",
          "is_bot": false,
          "headline": "Remove pyre-ignores, drop redundant calls",
          "author_name": "Fabian Schenk",
          "author_login": null,
          "committed_at": "2026-07-02T08:30:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3165c2e49fd65a96606b075c608b8c208a0cc231",
          "body": "Summary:\nBefore: It would return `bool | None` while being annotated as `bool`\nAfter: It returns always `bool`\n\n___\n\nDifferential Revision: D110324290\n\nfbshipit-source-id: 432a603146c5a78121c9f8b95b15e9bed9098abc",
          "is_bot": false,
          "headline": "Fix return type to match annotation",
          "author_name": "Fabian Schenk",
          "author_login": null,
          "committed_at": "2026-07-01T17:31:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f4f39a4c836fb43d666cf54d69bc07f271b2a29",
          "body": "Summary:\nSplits the one behavior-visible piece out of the `file_io.py` type-annotation reland (D110187182) into its own base diff.\n\nAnnotates the module-level `g_pathmgr` global with its concrete type:\n\n    g_pathmgr: PathManager = PathManagerFactory.get(defaults_setup=True)\n\nreplacing the `# pyre-f\n[…]\n); the mechanical, blast-radius-free annotation modernization stays isolated in D110187182 on top.\n\n___\n\nDifferential Revision: D110314532\n\nfbshipit-source-id: cbbb4bb69e975f7c2b441c377ce4b4c0577ccae6",
          "is_bot": false,
          "headline": "Annotate g_pathmgr global type and fix surfaced caller",
          "author_name": "Fabian Schenk",
          "author_login": null,
          "committed_at": "2026-07-01T15:08:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a20cd1b62b8579967463883ad17ee85762f65fe7",
          "body": "Summary: `HTTPURLHandler._get_local_path()` used URL path components when building cache destinations. Normalize URL path components with `PurePosixPath`, reject `..` traversal, and validate the resolved cache path remains under `get_cache_dir()`.\n\nReviewed By: nponte\n\nDifferential Revision: D108953882\n\nfbshipit-source-id: 6f8b9704b0712ddbf3e1b97430448ebe0300ef75",
          "is_bot": false,
          "headline": "Prevent URL cache path traversal",
          "author_name": "Dylan Herman",
          "author_login": "herman5",
          "committed_at": "2026-06-25T01:49:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a47d4a016475b6f40d83d31f7bc7f97e09c5b0b0",
          "body": "Summary:\nThis diff was automatically generated by the Pyre per-target upgrade tool.\n\nIt adds `# pyre-fixme` or `pyrefly: ignore` comments to suppress type errors that will be introduced by an upcoming Pyre or Pyrefly release. These suppressions allow the upgrade to proceed without breaking existing code.\n\nUpgrading with error suppression + f-string fixes\n\n#pyreupgrade\n\nDifferential Revision: D105621130\n\nfbshipit-source-id: 4000b3ae1f6659ac436f71f4fe324d9502878684",
          "is_bot": false,
          "headline": "Suppress type errors for Pyre upgrade - fair_infra",
          "author_name": "generatedunixname89002005307016",
          "author_login": null,
          "committed_at": "2026-05-19T00:25:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "99c2cfaf49a20c7ee6215e43365f21260c317820",
          "body": "Summary:\nThis reverts D102972745, which broke 27 type-checking targets across the monorepo (T268191084). The modernized stubs narrowed several signatures (e.g. open's mode overloads, copy_from_local's bool return) in ways that existing callers in fblearner, feed_integrity, xr_offline_mapping, xr_gau\n[…]\nl downstream callers in the same stack.\n\nOriginal commit: 4435b8831c34 (D102972745)\n\nReviewed By: sbaio\n\nDifferential Revision: D103215828\n\nfbshipit-source-id: ce37d758a40b7e4a616c086087cfcecf213890d7",
          "is_bot": false,
          "headline": "Backout \"[iopath] Modernize type annotations in iopath file_io.py\"",
          "author_name": "Fabian Schenk",
          "author_login": null,
          "committed_at": "2026-04-30T18:37:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "67351337f27afd9688222eac739a51979c3508a2",
          "body": "Summary:\nModernize type annotations in `iopath/common/file_io.py` to use py3.12+ syntax and fix missing annotations flagged by Pyre.\n\nChanges:\n- Replace `Optional[X]` with `X | None` throughout\n- Replace `Union[A, B]` with `A | B` throughout\n- Replace `Dict`, `List`, `Set`, `Type` with builtin `dict\n[…]\nove unused `typing` imports (`Dict`, `List`, `Optional`, `Set`, `Type`, `Union`)\n\nReviewed By: ianmills\n\nDifferential Revision: D102972745\n\nfbshipit-source-id: 4435b8831c340a266d6c172e03bd4186a896fc1d",
          "is_bot": false,
          "headline": "Modernize type annotations in iopath file_io.py",
          "author_name": "Fabian Schenk",
          "author_login": null,
          "committed_at": "2026-04-30T07:28:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fea264df524e72795e929fc53d35b39ff3199f19",
          "body": "Summary:\nAutomated migration to enable Pyrefly type checking for `fbcode/fair_infra/data`.\n\n- Added `python.set_pyrefly(True)` to PACKAGE file\n- Suppressed pre-existing type errors\n\nPyrefly is Meta's next-generation Python type checker, replacing Pyre.\n\nIf you encounter issues, you can revert the PACKAGE change by removing\nthe `python.set_pyrefly(True)` line.\n#pyreupgrade\n\nDifferential Revision: D102607838\n\nfbshipit-source-id: c48a0ee8aea6919cd736c26610c1ddcfe744c923",
          "is_bot": false,
          "headline": "Enable Pyrefly in fbcode/fair_infra/data",
          "author_name": "generatedunixname89002005307016",
          "author_login": null,
          "committed_at": "2026-04-27T15:37:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8114f82a7b0dced386bb2f3f3cb70ddf37defa09",
          "body": "Summary:\nThe iopath:iopath umbrella target unconditionally depends on :tabular,\nwhich transitively pulls in the entire pytorch data loading stack\nincluding dpp_client_sidecar (1.4 GiB binary resource), hive datasets,\nand more.\n\nMost consumers of iopath only use file I/O from :core. The one consumer\n\n[…]\ne .so regardless of binary\nsize changes.\n\nrun_kernel PAR impact: removes ~1.4 GiB (dpp_client_sidecar).\n\nDifferential Revision: D101005069\n\nfbshipit-source-id: 06583015c807bdad5ac2013567676150375e5b08",
          "is_bot": false,
          "headline": "Remove tabular dep from iopath umbrella target",
          "author_name": "Daphne Jansen",
          "author_login": "dcjansen-meta",
          "committed_at": "2026-04-15T23:48:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "46672fb16715e0ef622a7ec28f4465d5a87b29ae",
          "body": "Summary:\nBacking out D98204110 which removed the `:tabular` dependency from the `iopath:iopath` umbrella target.\n\nThis change broke 100+ tests across multiple teams (tracked in T264333040) by altering Buck link group threshold behavior, which caused downstream test binaries to lose access to `libEGL\n[…]\nriginal commit changeset: 4081c2bb1dd5\nOriginal Phabricator Diff: D98204110\n\nReviewed By: dcjansen-meta\n\nDifferential Revision: D100636128\n\nfbshipit-source-id: de9aaca4aa1cac6eb20501730fdbc338aeb936b3",
          "is_bot": false,
          "headline": "Back out \"Remove tabular dep from iopath umbrella target\"",
          "author_name": "Matthew Hu",
          "author_login": "wehttamuh",
          "committed_at": "2026-04-13T17:43:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a7aa386d89d4c7ca262e8b05b5fc5168e84a7ec8",
          "body": "Summary:\nThe `iopath:iopath` umbrella target unconditionally depends on `:tabular`,\nwhich transitively pulls in the entire pytorch data loading stack including\n`pytorch/data/fb:distributed_data_loader` (with its 1.4 GB\n`dpp_client_sidecar` binary resource), `pytorch/data/fb/onbox:data_loader`,\nhive \n[…]\nvation threshold. Target owners should\nadjust their link group configurations.\n\nReviewed By: klintqinami\n\nDifferential Revision: D98204110\n\nfbshipit-source-id: 4081c2bb1dd5da30e6853cf22db229ad81901e0b",
          "is_bot": false,
          "headline": "Remove tabular dep from iopath umbrella target",
          "author_name": "Daphne Jansen",
          "author_login": "dcjansen-meta",
          "committed_at": "2026-04-10T22:43:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2f7f45db15157e02a43c249897c1007c9edc0e83",
          "body": "Reviewed By: maggiemoss\n\nDifferential Revision: D97319143\n\nfbshipit-source-id: 1a7a18649244f596493c932d15bdcf7d6c9bd878",
          "is_bot": false,
          "headline": "Remove unused type error suppressions - fair_infra",
          "author_name": "generatedunixname89002005307016",
          "author_login": null,
          "committed_at": "2026-03-19T20:36:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6b3a5e4ebaf0d059acbd816ecf472ab7c7391b14",
          "body": "…3.py\n\nReviewed By: nponte\n\nDifferential Revision: D91215345\n\nfbshipit-source-id: 89d71612e1b9c10e22ab53c49b582b12e297a429",
          "is_bot": false,
          "headline": "Fix PYRE_FIXME issue in fbcode/fair_infra/data/iopath/iopath/common/s…",
          "author_name": "generatedunixname893464919433493",
          "author_login": null,
          "committed_at": "2026-01-27T18:15:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "56c3e5056cac1124014aab02443c759ca47d1b04",
          "body": "Summary:\nFormats the covered files with pyfmt.\n\npaintitblack\n\nReviewed By: itamaro\n\nDifferential Revision: D90476261\n\nfbshipit-source-id: 533b9532f89f5017f9ef2bdefd2ae296948cd619",
          "is_bot": false,
          "headline": "apply Black 25.11.0 style in fbcode (75/92)",
          "author_name": "Bowie Chen",
          "author_login": "bowiechen",
          "committed_at": "2026-01-12T10:58:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7b222279acd73e86137c7b99a38a1299514f0204",
          "body": "…athLike\n\nSummary:\n## Instructions about RACER Diffs:\n**Commandeer this diff (recommended) or land with accept2ship tag.**\n\n*This feature is still in BETA and we are continuously improving it. Your constructive feedback would help improving RACER and highly appreciated.*\n\nThis diff was pre-created b\n[…]\ninternalfb.com/confucius?session_id=1f61fde6-9702-11f0-bda0-ddf291d65f3e&tab=Trace)\n\nReviewed By: nponte\n\nDifferential Revision: D82917093\n\nfbshipit-source-id: f27d40064324d161e030502f56369b884bf97cb9",
          "is_bot": false,
          "headline": "Fix pyre-fixme[24] in LazyPath class by adding type parameter to os.P…",
          "author_name": "generatedunixname893464919433493",
          "author_login": null,
          "committed_at": "2025-09-22T14:30:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0456c5196ed92388fb083c06bed6ff1a5388c299",
          "body": "…n/s3.py\n\nSummary:\n## Instructions about RACER Diffs:\n**Commandeer this diff (recommended) or land with accept2ship tag.**\n\n*This feature is still in BETA and we are continuously improving it. Your constructive feedback would help improving RACER and highly appreciated.*\n\nThis diff was pre-created b\n[…]\ninternalfb.com/confucius?session_id=004ee958-945c-11f0-86f5-c3a277d455a7&tab=Trace)\n\nReviewed By: nponte\n\nDifferential Revision: D81486947\n\nfbshipit-source-id: 761cde7334ab51824d0b0fd42b889de0082fb3e6",
          "is_bot": false,
          "headline": "Fix Pyre-Fixme warnings in fbcode/fair_infra/data/iopath/iopath/commo…",
          "author_name": "generatedunixname893464919433493",
          "author_login": null,
          "committed_at": "2025-09-20T06:11:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4e1e233bedde27a471ad160c4e556e94eb301a22",
          "body": "Summary:\n## Instructions about RACER Diffs:\n**Commandeer this diff (recommended) or land with accept2ship tag.**\n\n*This feature is still in BETA and we are continuously improving it. Your constructive feedback would help improving RACER and highly appreciated.*\n\nThis diff was pre-created by Racer AI\n[…]\ninternalfb.com/confucius?session_id=b15235a2-935d-11f0-9b87-99528b878543&tab=Trace)\n\nReviewed By: nponte\n\nDifferential Revision: D82596929\n\nfbshipit-source-id: 424c2974ac3f6bbfde2c5ec1beecd9851ac51d3d",
          "is_bot": false,
          "headline": "Fix pyre-fixme warning in iopath non_blocking_io test",
          "author_name": "generatedunixname893464919433493",
          "author_login": null,
          "committed_at": "2025-09-18T01:33:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2a2855f689151a7c8fbce1c5331aecbc3e79cb3d",
          "body": "Summary:\nAs the title says.\n\nThe immediate next diff uses this method to improve debugging!\n\nReviewed By: haonans\n\nDifferential Revision:\nD78515084\n\nPrivacy Context Container: L1318715\n\nfbshipit-source-id: 9c6e556dd7dc18220a27b2638d0e0ae14b5a0792",
          "is_bot": false,
          "headline": "Expose get_path_handler for improved debugging/logging",
          "author_name": "Jake Kaplan",
          "author_login": "qwertey6",
          "committed_at": "2025-07-22T18:29:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e348b6797c40c9eb4c96bf75e9aaf1b248297548",
          "body": "Summary:\nlooking at the version bumping history, new release is just as simple as this is, hopefully.\n\nlast bump: D37554184\nthe one before: D29350728\n\nReviewed By: Yingquan-Y\n\nDifferential Revision:\nD76465132\n\nPrivacy Context Container: L1318715\n\nfbshipit-source-id: bde934602748f1e709d67dc62ac334da77d22ad6",
          "is_bot": false,
          "headline": "bump iopath version to 0.1.11",
          "author_name": "Zhaoduo Wen",
          "author_login": "zhaoduow",
          "committed_at": "2025-06-12T01:23:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "36cc3f258303080087de9eb670a3c08a41d79a5c",
          "body": "Summary:\nwe need to allow client writing bundles for the image sequence cutting workflow. This diff adds a new api specifically for write. All writing codes with be in a separate path so it will minimize the impact to the existing read path.\n\nI can't use the `_open` because it's integrated with fb s\n[…]\n We can easily deprecate this code when we have a better solution in the future.\n\nReviewed By: ameya0111\n\nDifferential Revision: D74012420\n\nfbshipit-source-id: f8ff9114d6132c75cec7ac06e1d21300be5357be",
          "is_bot": false,
          "headline": "add an open api for write",
          "author_name": "Zhaoduo Wen",
          "author_login": "zhaoduow",
          "committed_at": "2025-05-06T22:58:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1b24a37ca153a1202f42346c7bfa2ae4dc258445",
          "body": "Summary: I encountered a failure where this assertion failed but had no idea why and needed to add some messaging in to debug. No reason not to land it.\n\nReviewed By: ananyasaxena\n\nDifferential Revision: D73034719\n\nfbshipit-source-id: ab7308128f9c46e1366f2d10ca0f2315e7bd97c5",
          "is_bot": false,
          "headline": "More informative error message when copying fails",
          "author_name": "Chris Le Sueur",
          "author_login": "fish-face",
          "committed_at": "2025-04-23T17:03:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7bb356eb11b7b4e396a1f0df8ed39b88f8791886",
          "body": "Summary:\nPython 3.8 doesn't support the syntactic sugar for union types, e.g., `bytes | str`. Here's the error message:\n```\nTraceback (most recent call last):\n  File \"<string>\", line 2, in <module>\n  File \"/home/mack/scratch/anaconda3/envs/py3.8/lib/python3.8/site-packages/airstore/client/airstore_t\n[…]\nfending type hint in `file_io.py` to make it compatible with Python 3.8 again.\n\nReviewed By: ASchneidman\n\nDifferential Revision: D69014376\n\nfbshipit-source-id: f94ee1d58a2f87993fedb45b5b4d5761611044c5",
          "is_bot": false,
          "headline": "Make file_io.py compatible with Python3.8",
          "author_name": "Mack Ward",
          "author_login": "mackorone",
          "committed_at": "2025-02-02T05:13:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "023cefdeca0a1e5ae483f88ccf9289e593a673e9",
          "body": "Summary:\nTo serve the expectation from:\nhttps://www.internalfb.com/code/fbsource/[1abf1c04f7d2]/fbcode/fair_infra/data/iopath/iopath/common/file_io.py?lines=1627-1629%2C1637-1639\n\nReviewed By: mackorone\n\nDifferential Revision: D64919517\n\nfbshipit-source-id: b971634aa3fb01d5f7f63779cbf60ffd15a279f1",
          "is_bot": false,
          "headline": "Make NativePathHandler._copy_from_local() return bool",
          "author_name": "Arnie Yuan",
          "author_login": "slyfox3",
          "committed_at": "2024-10-25T16:03:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "da5c5bc251399a08e480809d247e1326b4028fa7",
          "body": "…Manifold path manager.\n\nSummary: Adds the ability to `read` files asynchronously in `NativePathHandler` using the `aiofiles` module.\n\nReviewed By: mackorone, thantos\n\nDifferential Revision: D62971518\n\nfbshipit-source-id: 632af18b79854a19c45a551781125817ea22a174",
          "is_bot": false,
          "headline": "Adds a NativeAsyncReader to the io_path library for consistency with …",
          "author_name": "Utkarsh Sinha",
          "author_login": null,
          "committed_at": "2024-10-01T02:25:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "842cda8022d229d74b04efd559043f1ea062370c",
          "body": "…atch:155/1407] [shard:7/N]\n\nReviewed By: MaggieMoss\n\nDifferential Revision: D63042197\n\nfbshipit-source-id: 875e2a625be3237f163c6b9e7f0b5d72c0f30f80",
          "is_bot": false,
          "headline": "Convert .pyre_configuration.local to fast by default architecture] [b…",
          "author_name": "generatedunixname89002005307016",
          "author_login": null,
          "committed_at": "2024-09-19T23:38:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0c56306f9aada7a96fdc96ba2407c32f1178477c",
          "body": "Differential Revision: D60991847\n\nfbshipit-source-id: 34b93dd34671cae8b33b19c002d198403abb6dd8",
          "is_bot": false,
          "headline": "upgrade pyre version in `fbcode/fair_infra` - batch 2",
          "author_name": "generatedunixname89002005307016",
          "author_login": null,
          "committed_at": "2024-08-09T11:30:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "23df39caba81c40eea8162116a265112173f844a",
          "body": "Summary:\nBefore this commit, the code allowed for a race condition when on\nthread1, `del self._evt` is executed but `self._evt = SimpleEventRecord()` is\nnot yet, and thread2 tries to access `self._evt`. This leads to errors reported\nin e.g. https://fb.workplace.com/groups/ManifoldUsers/permalink/196\n[…]\nh `del self._evt` and `self._evt = SimpleEventRecord()` decrement the\nreference count on the old object.\n\nDifferential Revision: D59416308\n\nfbshipit-source-id: 1d327224243dea4f7ab5c44f6a9f6145a25107ed",
          "is_bot": false,
          "headline": "Fix race condition in EventLogger",
          "author_name": "Eugene Poliukhovych",
          "author_login": null,
          "committed_at": "2024-07-08T17:55:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d18c59feb85d53dc6f564e05c148d20c96fe2d28",
          "body": "Summary:\nhandle filename like `model_final.pth?dl=1`\n\nPull Request resolved: https://github.com/facebookresearch/iopath/pull/23\n\nReviewed By: mackorone\n\nDifferential Revision: D57167375\n\nPulled By: bottler\n\nfbshipit-source-id: 6bd6ab455294eb09df0ca1e37935a3435bd169c1",
          "is_bot": false,
          "headline": "fix filename on windows (#23)",
          "author_name": "someonekong",
          "author_login": "SomeoneKong",
          "committed_at": "2024-05-11T00:34:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9559f6dc0f260f75501ba483f05b8f0678f80e8a",
          "body": "Summary: it's more idiomatic and avoids the second lookup for matching path\n\nReviewed By: calebho\n\nDifferential Revision: D55931716\n\nfbshipit-source-id: ee71b6817c4f77f27994d6f892ea0b732e9f12aa",
          "is_bot": false,
          "headline": "Avoid repeated handler lookups.",
          "author_name": "Taras Tsugrii",
          "author_login": "ttsugriy",
          "committed_at": "2024-04-09T21:09:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b8f529e9715f4f1da8d777f2b7623b61a352c85b",
          "body": "Reviewed By: grievejia\n\nDifferential Revision: D54472247\n\nfbshipit-source-id: 935783f1cfcceea8a64466e05cbf76aa900b0e39",
          "is_bot": false,
          "headline": "Pyre Configurationless migration for] [batch:19/244]",
          "author_name": "Conner Nilsen",
          "author_login": "connernilsen",
          "committed_at": "2024-03-05T00:41:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2cd65665fd07ada372dfa0202711120c20a5d519",
          "body": "Summary:\nFormats the covered files with pyfmt.\n\npaintitblack\n\nReviewed By: aleivag\n\nDifferential Revision: D54447729\n\nfbshipit-source-id: fc781322b254f7027c24888cdadd5f1e90325ba8",
          "is_bot": false,
          "headline": "apply Black 2024 style in fbcode (9/16)",
          "author_name": "Amethyst Reese",
          "author_login": "amyreese",
          "committed_at": "2024-03-03T01:31:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "33c025554c9c0101bcbc5f5a059eb92e720450ff",
          "body": "Differential Revision: D53150909\n\nfbshipit-source-id: e02c31c4789afaf480f9bab9c3cce1b8ae76eb96",
          "is_bot": false,
          "headline": "suppress errors in `fair_infra/data/iopath`",
          "author_name": "generatedunixname89002005307016",
          "author_login": null,
          "committed_at": "2024-01-27T05:21:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cb79cdb255d2df8b2bbf64f46e15ac4e25c02b72",
          "body": "Differential Revision: D53098683\n\nfbshipit-source-id: f167303994190ad78557d76c241651179ffde34f",
          "is_bot": false,
          "headline": "suppress errors in `fair_infra/data/iopath`",
          "author_name": "generatedunixname89002005307016",
          "author_login": null,
          "committed_at": "2024-01-26T17:56:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "48a45319086f5c2bfaf00f1800c5f84b5b2532f5",
          "body": "Reviewed By: mackorone\n\nDifferential Revision: D50787743\n\nfbshipit-source-id: e7960dc19f7b94f8952422af8be33527cdb5c1ce",
          "is_bot": false,
          "headline": "fair_infra",
          "author_name": "generatedunixname89002005287564",
          "author_login": null,
          "committed_at": "2023-11-02T10:07:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a68affb73ccfa14bdbaba858a616ebd47aae6de1",
          "body": "Summary:\nSometimes `path` may have additional query parameters (for example `https://dropbox.com/file?dl=1`). This PR removes query parameters (`?dl=1`) from filenames before saving them locally.\n\nPull Request resolved: https://github.com/facebookresearch/iopath/pull/20\n\nReviewed By: calebho\n\nDifferential Revision: D49499247\n\nPulled By: bottler\n\nfbshipit-source-id: e0958ef2fa65ff7941b7e51f7539452201e66677",
          "is_bot": false,
          "headline": "Remove query params while saving files. (#20)",
          "author_name": "Nikhil Verma",
          "author_login": "nikhilweee",
          "committed_at": "2023-09-22T16:26:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9dcb63a46447556460fdb65c21aa6d094a7a788c",
          "body": "Differential Revision: D47641791\n\nfbshipit-source-id: abc57565de0520291b6f7e364d23c579d22bbc7c",
          "is_bot": false,
          "headline": "suppress errors in `fair_infra/data/iopath`",
          "author_name": "generatedunixname89002005307016",
          "author_login": null,
          "committed_at": "2023-07-20T19:06:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b64b3675959ea3b0827976342f9c582e56883c87",
          "body": "Summary:\nAdd the overloads that are missing for \"open\". We can (and should) use the `Literal` type to tell pyre whether the return type of `open` is a string or a bytestring.\n\nSee [PEP 586](https://peps.python.org/pep-0586/#shortening-unions-of-literals) which actually has basically exactly this overload defined as a canonical usage of the `Literal` type.\n\nReviewed By: luccabb\n\nDifferential Revision: D40639404\n\nfbshipit-source-id: 14f9fe328483b57393e6584809bd7c1f2bc74148",
          "is_bot": false,
          "headline": "iopath overload",
          "author_name": "Patrick Snape",
          "author_login": null,
          "committed_at": "2023-07-20T18:15:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "14fca9a901a01790351a8c322b9b85900ffec2c5",
          "body": "Differential Revision: D45285186\n\nfbshipit-source-id: bbc3210fddaaaf5f82bd0fea6e4b3ffac13b45ff",
          "is_bot": false,
          "headline": "upgrade pyre version in `fbcode/fair_infra` - batch 1",
          "author_name": "generatedunixname89002005307016",
          "author_login": null,
          "committed_at": "2023-04-25T23:08:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "660f83c254f58defa8043c8ce0c3876e6e54c86a",
          "body": "Differential Revision: D44881475\n\nfbshipit-source-id: c88400fbc479063b3dfecf3a0601ed5ae8505dbd",
          "is_bot": false,
          "headline": "upgrade pyre version in `fbcode/fair_infra` - batch 1",
          "author_name": "generatedunixname89002005307016",
          "author_login": null,
          "committed_at": "2023-04-12T01:50:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0f11f7a05dd30ac77e3617b683e04d952c00e9d8",
          "body": "Differential Revision: D44267110\n\nfbshipit-source-id: bc9a54b6916338880bb09a785918a77fb2c21018",
          "is_bot": false,
          "headline": "upgrade pyre version in `fbcode/fair_infra` - batch 1",
          "author_name": "generatedunixname89002005307016",
          "author_login": null,
          "committed_at": "2023-03-22T00:01:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "29c52240dda4e5c54be07d359285ac7873fac10a",
          "body": "Differential Revision: D43044299\n\nfbshipit-source-id: 5c873a3789bc1945f5d867a65979600190f29959",
          "is_bot": false,
          "headline": "upgrade pyre version in `fbcode/fair_infra` - batch 1",
          "author_name": "generatedunixname89002005307016",
          "author_login": null,
          "committed_at": "2023-02-06T18:34:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "60e2c9388879f104e22c88769c43fe772b4ce858",
          "body": "Differential Revision: D42947810\n\nfbshipit-source-id: 5ef2aa0f1fff00ba980fc555bcd8be9efb389688",
          "is_bot": false,
          "headline": "upgrade pyre version in `fbcode/fair_infra` - batch 1",
          "author_name": "generatedunixname89002005307016",
          "author_login": null,
          "committed_at": "2023-02-02T05:19:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8c092b2df331cc543508f34c7dcb1f68e993ccf2",
          "body": "Summary: _copy_from_local defined in file_io was overriding method defined in `PathHandler` inconsistently, leading to pyre errors in other locations.\n\nReviewed By: ziky90\n\nDifferential Revision: D42713625\n\nfbshipit-source-id: 4ecebc421572b9766b09ba551f53d865c57d689f",
          "is_bot": false,
          "headline": "change typing for file_io._copy_from_local to Optional[bool]",
          "author_name": "Silvestre Bahi",
          "author_login": null,
          "committed_at": "2023-01-25T16:41:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "09f3bdc0468b0ad921c99b7c206ea2a560fb8ca7",
          "body": "Summary:\n## Notes\nAdds a new PathHandler to support read/write with Azure Blob Storage. Some controls have been put in place so that read/write operations use a known amount of memory when dealing with larger files:\n* `_open(\"wb\", buffering=<buffer-size>)` will buffer up to the requested amount of d\n[…]\nt resolved: https://github.com/facebookresearch/iopath/pull/17\n\nReviewed By: sujitoc\n\nDifferential Revision: D41556186\n\nPulled By: davides\n\nfbshipit-source-id: 20268f659718ce102f39e2543e279ffb2d553823",
          "is_bot": false,
          "headline": "Add a PathHandler implementation for Azure blob. (#17)",
          "author_name": "David Esiobu",
          "author_login": "davides",
          "committed_at": "2022-12-01T22:10:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7954ea3ef845470a634029c6bb1270068fef9e47",
          "body": "Differential Revision: D38448679\n\nfbshipit-source-id: 814b2a1332a385414036b0483234f7fee69d49ff",
          "is_bot": false,
          "headline": "upgrade pyre version in `fbcode/fair_infra` - batch 1",
          "author_name": "Pyre Bot Jr",
          "author_login": null,
          "committed_at": "2022-08-05T01:56:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e76b4b597651ef36fd0de98ba104b095d6ad86e",
          "body": "Summary: Don't run black/isort externally as we now need usort. Fix a couple of unused imports. Fix meta.yaml's assumption about system python. CI now passes (using a branch bottler/buildfix).\n\nReviewed By: dgrnbrg-meta\n\nDifferential Revision: D37753763\n\nfbshipit-source-id: 10258fbb975e26aed51d3229e96708f6d6d279c2",
          "is_bot": false,
          "headline": "build fixes",
          "author_name": "Jeremy Reizenstein",
          "author_login": "bottler",
          "committed_at": "2022-07-13T14:21:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b3ea6da153ab61b3b8687544c0708a4234a8fb58",
          "body": "Summary: This should trigger a release of IOPath with the new tabular features to PyPI. This functionality is used by airstore, and it would be convenient if the researcher's dependencies \"just worked\".\n\nReviewed By: sujitoc\n\nDifferential Revision: D37554184\n\nfbshipit-source-id: 306bf923f228a59a480dc82913e94904bae8496d",
          "is_bot": false,
          "headline": "Bump IOPath version to trigger release",
          "author_name": "David Greenberg",
          "author_login": "dgrnbrg-meta",
          "committed_at": "2022-07-07T15:57:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dda3e823a5902429c038a0a3ea6ca017e6bcd3ff",
          "body": "Differential Revision: D37172197\n\nfbshipit-source-id: 8594427203e69dcdeb7e407df2230fa4e865469e",
          "is_bot": false,
          "headline": "suppress errors in `fair_infra/data/iopath`",
          "author_name": "Pyre Bot Jr",
          "author_login": null,
          "committed_at": "2022-06-15T12:39:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9ae0b6abbf0ef779c316b196d4911d9d38b69a80",
          "body": "Summary:\nApplies new import merging and sorting from µsort v1.0.\n\nWhen merging imports, µsort will make a best-effort to move associated\ncomments to match merged elements, but there are known limitations due to\nthe diynamic nature of Python and developer tooling. These changes should\nnot produce any\n[…]\ncs, see the user guide:\nhttps://usort.readthedocs.io/en/stable/guide.html#sorting\n\nReviewed By: lisroach\n\nDifferential Revision: D36402162\n\nfbshipit-source-id: 6d180e9003d466c4f866fc9d454c6531766ca1dd",
          "is_bot": false,
          "headline": "apply import merging for fbcode (4 of 11)",
          "author_name": "John Reese",
          "author_login": "amyreese",
          "committed_at": "2022-05-15T19:53:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4481d29d6ae873a2413de5b1aba41c0b0a723f75",
          "body": "Differential Revision: D36119973\n\nfbshipit-source-id: c36b7ba1b36a9e44eea1dcecd9e28a69d996fec8",
          "is_bot": false,
          "headline": "suppress errors in `fbcode/fair_infra` - batch 1",
          "author_name": "Pyre Bot Jr",
          "author_login": null,
          "committed_at": "2022-05-04T05:47:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8079e60d52458ec39258625e4b6ce91e00fa57e2",
          "body": "Summary: Fix for typing incompatibility issue with Python<3.8.\n\nReviewed By: wat3rBro\n\nDifferential Revision: D35449653\n\nfbshipit-source-id: 78eacd49f28f2f4efcf566811ae45dd82b4ffcfd",
          "is_bot": false,
          "headline": "Fix for typing incompatibility issue with Python<3.8.",
          "author_name": "Sujit Verma",
          "author_login": "sujitoc",
          "committed_at": "2022-04-15T00:12:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d853014921e6ccaeb3e9165358e765664edc1614",
          "body": "Differential Revision: D35589931\n\nfbshipit-source-id: 26a84a0b53bbfe13c4895ca1b447f17a101ed586",
          "is_bot": false,
          "headline": "suppress errors in `fbcode/fair_infra` - batch 1",
          "author_name": "Pyre Bot Jr",
          "author_login": null,
          "committed_at": "2022-04-12T21:00:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e1b97573c52836f19f8cd4e6834fe4bdbd343b3",
          "body": "Summary:\nCode refactor to address all the open comments in D35179658 including:\n- Simplify the ManifoldHelper I/O with mg_path_manager\n\nDifferential Revision: D35276870\n\nfbshipit-source-id: d24bf259b3e49e7ef70e3ae54830b1e03f406878",
          "is_bot": false,
          "headline": "Code refactor to address all the open comments in D35179658",
          "author_name": "Shen-Chi Chen",
          "author_login": null,
          "committed_at": "2022-03-31T15:15:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e20ced4058009fe12687f5b89820b759bd3ce83",
          "body": "Summary:\nThis will fix the import errors with Python versions < 3.8.\n\nPull Request resolved: https://github.com/facebookresearch/iopath/pull/14\n\nTest Plan:\nImported from GitHub, without a `Test Plan:` line.\n\nVerified that it works in a python 3.6 based conda environment\n\nReviewed By: amlannayak\n\nDifferential Revision: D34354358\n\nPulled By: sujitoc\n\nfbshipit-source-id: f09ccb83409b7099ea5c4f36831b3de7ab55af18",
          "is_bot": false,
          "headline": "Using Protocol from typing_extensions. (#14)",
          "author_name": "Sujit Verma",
          "author_login": null,
          "committed_at": "2022-02-20T06:24:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "57a02ea02a5568d73a423cdb2f870b9ba864c2a5",
          "body": "Reviewed By: shannonzhu\n\nDifferential Revision: D34331523\n\nfbshipit-source-id: 064409896f6f327f240d9f70330c2d765c2b0357",
          "is_bot": false,
          "headline": "Add annotations to `fair_infra/data/iopath`",
          "author_name": "Pyre Bot Jr",
          "author_login": null,
          "committed_at": "2022-02-18T07:07:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "90406233adee1539b70b090fd09e0a5cf9c2ceee",
          "body": "Summary:\nThis diff removes the `pyre-fixme` annotations from `everstore.py`\nby adding the appropriate type annotations.\n\nReviewed By: sujitoc\n\nDifferential Revision: D34118817\n\nfbshipit-source-id: 5dc18bef13858ff38ce8813383067215d30bf35f",
          "is_bot": false,
          "headline": "Fix type errors in everstore.py",
          "author_name": "Amlan Nayak",
          "author_login": null,
          "committed_at": "2022-02-12T02:04:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9dd723a29fcf11801c11278db32bca4d418db773",
          "body": "Summary:\nThe `iopath/` directory was not covered by Pyre typechecking.\nIntroducing the `pyre` config file for `iopath/` and suppressing\nthe existing type errors with `pyre-fixme`s.\n\n- Created the .pyre_configuration.local file in `/fair_infra/data/iopath/`\n- Ran the following to suppress the errors:\n```\npyre --output=json | pyre-upgrade\n```\n\nReviewed By: mackorone\n\nDifferential Revision: D33984653\n\nfbshipit-source-id: fd8dbaea0328f3f5e65608832d9272ba03ec473e",
          "is_bot": false,
          "headline": "Enable Pyre strct mode for fiar_infra/data/iopath",
          "author_name": "Amlan Nayak",
          "author_login": null,
          "committed_at": "2022-02-08T06:33:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb0714767cf5c0fd89ff4e50e22445a5e436f94c",
          "body": "Summary:\nThe previous diff updated the type signature of the\n`PathHandler.opent()` method to return a custom context manager. Here,\nwe update the return type of the overriden `AIRStorePathHandler.opent()`\nmethod to return an implementation of the `PathHandlerContext` protocol,\nnamely the `AIRStoreRo\n[…]\nder` instead of `Iterable[Any]` to allow\nPyre to carry out static type checking.\n\nReviewed By: mackorone\n\nDifferential Revision: D33833561\n\nfbshipit-source-id: f642110645b147a955f4375fc24d4c29cdca6f26",
          "is_bot": false,
          "headline": "Update type signature of AIRStorePathHandler.opent()",
          "author_name": "Amlan Nayak",
          "author_login": null,
          "committed_at": "2022-02-02T03:10:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f4e103f310434f4a70aba519a7a40fe28c4bc093",
          "body": "Summary:\nWe would like to enforce static type checks for `PathHandler`\nimplementations that implement the `opent()` method. Currently, `opent()` has\n`Iterable[Any]` as its return type annotation which makes it difficult for\nPyre to carry out static type checks of the method since the type is resolve\n[…]\nations.\nWe will use this in all implementations of `opent()` in following diffs.\n\nReviewed By: mackorone\n\nDifferential Revision: D33820881\n\nfbshipit-source-id: a500035089a335c22916a6424be84a8afa7ab89b",
          "is_bot": false,
          "headline": "Introduce a new context manager interface to be used by opent()",
          "author_name": "Amlan Nayak",
          "author_login": null,
          "committed_at": "2022-02-02T01:20:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0e2abaf10e0790a1b33d71c5c3fc13865c6d57ea",
          "body": "…s. (#11)\n\nSummary: Pull Request resolved: https://github.com/fairinternal/iopath/pull/11\n\nTest Plan:\nImported from GitHub, without a `Test Plan:` line.\n\nbuck test mode/opt  //fair_infra/data/iopath/tests:iopath_test\n\nReviewed By: kkondaka\n\nDifferential Revision: D32680188\n\nPulled By: sujitoc\n\nfbshipit-source-id: f0fca7de34a15ab0217a01306fe87f46126c23d6",
          "is_bot": false,
          "headline": "Fixed handling of overwrite flags is s3pathhandler and CircleCI error…",
          "author_name": "Sujit Verma",
          "author_login": null,
          "committed_at": "2021-12-13T20:55:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "709157d9edebb1c6d34fe77df893e71cb075a9e4",
          "body": "Reviewed By: sujitoc\n\nDifferential Revision: D32681216\n\nfbshipit-source-id: 646d01d323d60e4fe545275efa49f4a575f6eef7",
          "is_bot": false,
          "headline": "include the file path in error message when opena fails",
          "author_name": "Yuxin Wu",
          "author_login": "ppwwyyxx",
          "committed_at": "2021-11-28T10:13:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "68d2b5e117dee3df439b37d47a4ff95d15bf0993",
          "body": "Summary:\nboto3 is needed for s3 path handler.\n\nPull Request resolved: https://github.com/fairinternal/iopath/pull/9\n\nReviewed By: girifb\n\nDifferential Revision: D32669531\n\nPulled By: sujitoc\n\nfbshipit-source-id: 10f44007331a6a282abaed8d1da89f4e6ba1fe1b",
          "is_bot": false,
          "headline": "Added boto3 dependency. (#9)",
          "author_name": "Sujit Verma",
          "author_login": null,
          "committed_at": "2021-11-27T03:51:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4ab30d326ad7b8496970bcade57e3ff949d16050",
          "body": "Summary:\nAdded option to pass aws profile to s3PathHandler.\n\nThis will allow S3 handler to work with different profile settings.\nAlso fixed a bug in event logging.\n\nPull Request resolved: https://github.com/facebookresearch/iopath/pull/8\n\nTest Plan:\n----------\n\nChanged S3PathHandler to use profile=s\n[…]\n-----------------------------------\nRan 20 tests in 20.278s\n\nOK\n\nReviewed By: girifb\n\nDifferential Revision: D32256480\n\nPulled By: sujitoc\n\nfbshipit-source-id: d21abc53a86ecd20502034a9e364aae358f9cb33",
          "is_bot": false,
          "headline": "Added option to pass aws profile to s3PathHandler. (#8)",
          "author_name": "Sujit Verma",
          "author_login": "sujitoc",
          "committed_at": "2021-11-12T03:35:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2b71601bed32ea39f020258e6c468cf97c1f25ce",
          "body": "Summary:\nD31939211 added a `test.txt` file to the top level of `fbcode` causing this test to fail. Use a more uncommon name to reduce the odds of this happening in the future\n\nclowntown\n\nReviewed By: girifb\n\nDifferential Revision: D32005376\n\nfbshipit-source-id: 94861e57f14304efe9cbbaecbc1f128366dbaa21",
          "is_bot": false,
          "headline": "Fix test_set_cwd by using a more uncommon test filename",
          "author_name": "Caleb Ho",
          "author_login": "calebho",
          "committed_at": "2021-10-29T00:00:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d73f0ef6c25888321410ed514ae3a59600cc389c",
          "body": "Summary: Currently, the `fbcode/fair_infra/` directory is opted-out of Python-black autoformatting. I care about some files in that directory - I want them to look nice - so I'd like to remove the opt-out. This diff pre-formats some code in that directory so that when I eventually remove the opt-out, I won't get a bunch of generated changes.\n\nReviewed By: zertosh\n\nDifferential Revision: D31952917\n\nfbshipit-source-id: 8d341d98a1c07e20968c694c2b643270bcff992c",
          "is_bot": false,
          "headline": "Lint and black-format fair_infra/data/iopath",
          "author_name": "Mack Ward",
          "author_login": "mackorone",
          "committed_at": "2021-10-28T09:06:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a5e51108c9d999c7647390c2616ec110b97b9f01",
          "body": "Reviewed By: sujitoc\n\nDifferential Revision: D31411471\n\nfbshipit-source-id: 977a7dd8b558f51f855faa50ec001597ea8adc5f",
          "is_bot": false,
          "headline": "Support async read for manifold path handler",
          "author_name": "Yuxin Wu",
          "author_login": "ppwwyyxx",
          "committed_at": "2021-10-16T01:13:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1549e9a12bbf7b2a69ecc9a98cf9478103c27ac8",
          "body": "Summary:\nCurrently, we cannot copy directly from storage to another.\nThe only use case where we would want this anyway is between local and manifold (both ways), that's true. But it forces us to use copy_from_local or get_local_path instead, or open('rb') with open('wb') and transferring the content\n[…]\n would be nicer if the user just doesn't have to worry about which method to call.\n\nReviewed By: sujitoc\n\nDifferential Revision: D30101469\n\nfbshipit-source-id: 4d3b817be18c07bc8da5e0ec29d7ff24d08a6431",
          "is_bot": false,
          "headline": "Allow copy across storages",
          "author_name": "Leonardo Aoun",
          "author_login": null,
          "committed_at": "2021-09-21T12:27:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7c6ee1b98cd3e91d2329d382c63d8defcfea97df",
          "body": "Summary: Original commit changeset: 48d9992d8c2d\n\nReviewed By: theweiho\n\nDifferential Revision: D30718304\n\nfbshipit-source-id: 9b289806ca1df8df19311da3132c3f368ec58383",
          "is_bot": false,
          "headline": "Back out \"Fix handling of directories in ioPath get_local_path.\"",
          "author_name": "Sujit Verma",
          "author_login": "sujitoc",
          "committed_at": "2021-09-02T14:31:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "779b8ab82f3aa70015dafa7d8c6cb643922c605f",
          "body": "Summary: Fix handling of directories in ioPath get_local_path.\n\nReviewed By: sujitoc\n\nDifferential Revision: D30419769\n\nfbshipit-source-id: 48d9992d8c2d8673cd2d71e70da7bea234b923f5",
          "is_bot": false,
          "headline": "Fix handling of directories in ioPath get_local_path.",
          "author_name": "Raj Sarkapally",
          "author_login": "rajsarkapally",
          "committed_at": "2021-08-26T20:05:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0d1ba5d12dd2a531d9272e916f2a33329b978568",
          "body": "Summary: Pull Request resolved: https://github.com/fairinternal/iopath/pull/8\n\nTest Plan: Added test case to check chunk read io\n\nReviewed By: sujitoc\n\nDifferential Revision: D30296829\n\nPulled By: kkondaka\n\nfbshipit-source-id: 0fde496d6081fd5c4eec26aa1fd684f155f0cb41",
          "is_bot": false,
          "headline": "Fix S3ChunkReadIO and added a test case (#8)",
          "author_name": "Krishna Kondaka",
          "author_login": null,
          "committed_at": "2021-08-26T00:19:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dd3cfc068136706cda913745fdbd941a3ac87ffe",
          "body": "Summary: Passed logging flag to event logger class, added handler name key.\n\nReviewed By: jieru-hu\n\nDifferential Revision: D30478615\n\nfbshipit-source-id: d00f0280cfc1de5b7d013d7192d1611cc9eca003",
          "is_bot": false,
          "headline": "Passed logging flag to event logger class, added handler name key.",
          "author_name": "Sujit Verma",
          "author_login": "sujitoc",
          "committed_at": "2021-08-25T22:25:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c5793820f5b3474fd1fcf95b35913b4477d19cc7",
          "body": "Summary: I was running into failures because of too many presto requests\n\nReviewed By: sujitoc\n\nDifferential Revision: D30279100\n\nfbshipit-source-id: a9968f514afc58dd681ced528d377fd7e0cb5548",
          "is_bot": false,
          "headline": "Fetch draw data once and clean up uploading",
          "author_name": "Leonardo Aoun",
          "author_login": null,
          "committed_at": "2021-08-13T09:13:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "13c016ab94e50e0eab9bea4d2e96ef1883169992",
          "body": "Summary: Add S3ChunkReadIO class to allow for chunked reading from S3\n\nReviewed By: sujitoc\n\nDifferential Revision: D29537570\n\nfbshipit-source-id: 40cd280a9795a014b7be2a8be841213ab2fccd15",
          "is_bot": false,
          "headline": "ioPath-S3 Path Handler Chunked Reading",
          "author_name": "Salil Desai",
          "author_login": "salilsdesai",
          "committed_at": "2021-07-16T18:32:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "oid": "b49ef53b557b794ad142047905827a6727b91d63",
          "body": "Summary: Added sampling of events for any given operation.\n\nReviewed By: calebho\n\nDifferential Revision: D29355208\n\nfbshipit-source-id: 618f5b9b5cf86c33d43636512335ee10e0c1bd88",
          "is_bot": false,
          "headline": "Added sampling of events for any given operation.",
          "author_name": "Sujit Verma",
          "author_login": "sujitoc",
          "committed_at": "2021-06-26T02:47:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "oid": "f8f7b3704692870d0967ed40360ae317b91c498c",
          "body": "Summary: Version bump to publish 0.1.9\n\nReviewed By: jieru-hu\n\nDifferential Revision: D29350728\n\nfbshipit-source-id: 0c513fd020a5aba0b7f2ca2d85b23c7e80469533",
          "is_bot": false,
          "headline": "Version bump to publish 0.1.9",
          "author_name": "Sujit Verma",
          "author_login": "sujitoc",
          "committed_at": "2021-06-24T07:13:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2f2ae7353d2b8e8baea6ec74e0bc93ddd667eda6",
          "body": "Summary: Black formatting to fix errors resulting from the isort fix.\n\nReviewed By: parmeet\n\nDifferential Revision: D29276373\n\nfbshipit-source-id: eb1da5212dc975abcb3cde1c259a6b5daddf639b",
          "is_bot": false,
          "headline": "Black formatting to fix errors resulting from the isort fix.",
          "author_name": "Sujit Verma",
          "author_login": "sujitoc",
          "committed_at": "2021-06-22T03:59:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d32cd69a943b1ecc5df31600bf256ab4427c0bbc",
          "body": "Summary:\nFixed isort errors in circleci tests.\n\nhttps://app.circleci.com/pipelines/github/fairinternal/iopath/81/workflows/676e8965-b7df-4e11-945d-d877535ac154/jobs/122/steps\n\nReviewed By: jieru-hu\n\nDifferential Revision: D29233776\n\nfbshipit-source-id: c69eed2b7a6b1728aa130a69db559d1bb9876161",
          "is_bot": false,
          "headline": "Fixed isort errors in circleci tests.",
          "author_name": "Sujit Verma",
          "author_login": "sujitoc",
          "committed_at": "2021-06-19T21:21:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "06f9e88f6ef29e1c23765c753b21acc21c18eadc",
          "body": "Summary: Enabled telemetry for all PathManager apis calls.\n\nReviewed By: jieru-hu\n\nDifferential Revision: D29108323\n\nfbshipit-source-id: ac0b6baba57a5b8d23305ef4708de635d849c9ef",
          "is_bot": false,
          "headline": "Enabled telemetry for all PathManager apis calls.",
          "author_name": "Sujit Verma",
          "author_login": "sujitoc",
          "committed_at": "2021-06-16T21:59:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "576d08fb4b9586638facf03330aded5567c202cd",
          "body": "…is an exception.\n\nSummary: Enabled Telemtry by default and added handler to disable it if there is an exception.\n\nReviewed By: jieru-hu\n\nDifferential Revision: D28994051\n\nfbshipit-source-id: 1a680569723bae82094ba007c1b5b51154b9e5ab",
          "is_bot": false,
          "headline": "Enabled Telemtry by default and added handler to disable it if there …",
          "author_name": "Sujit Verma",
          "author_login": "sujitoc",
          "committed_at": "2021-06-11T15:23:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6de13ab131f5e7f519aeae6a2ed64bc6daa1f7a9",
          "body": "Summary: Disabled telemetry for unittest runs.\n\nReviewed By: jieru-hu\n\nDifferential Revision: D28994015\n\nfbshipit-source-id: 6b9ff7f6d4e1d5b35ee7efa369d23e8f0ad613f8",
          "is_bot": false,
          "headline": "Disabled telemetry for unittest runs.",
          "author_name": "Sujit Verma",
          "author_login": "sujitoc",
          "committed_at": "2021-06-11T05:44:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7b0753ee47ec6f2680b987bd2558ed9bba22df42",
          "body": "Summary: Enabled scuba tlemetry support in PathHandlers.\n\nReviewed By: jieru-hu\n\nDifferential Revision: D28802415\n\nfbshipit-source-id: 5cc5ad43d8d3ca33de44809183121032eb1560a0",
          "is_bot": false,
          "headline": "Enabled scuba telemetry support in PathHandlers.",
          "author_name": "Sujit Verma",
          "author_login": "sujitoc",
          "committed_at": "2021-06-05T02:22:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ec3272b5068860b8c933f0721b343bd98cfded7",
          "body": "Summary: Adding support for sending `cache_dir` to `HTTPURLHandler.get_local_path`\n\nReviewed By: sujitoc\n\nDifferential Revision: D28491654\n\nfbshipit-source-id: 7b8a2434d4f90f2da235db9106ab91207fbdcb18",
          "is_bot": false,
          "headline": "Add `cache_dir` support to `get_local_path`",
          "author_name": "Caner Hazirbas",
          "author_login": null,
          "committed_at": "2021-05-18T19:19:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8d40a7bac42dc9c78b99dfa54742820aed45396b",
          "body": "Summary:\nSupport for custom setup of a path handler.\nThis allows common code with oss.\n\nThis change also required reversing of the override default in register_handler as otherwise it would lead to errors in existing code.\n\nPlease note that `custom/setup_handlers.py` will not be exported to OSS. It is only meant to register Manifold and Everstore handlers in FB env.\n\nReviewed By: hudeven\n\nDifferential Revision: D27960781\n\nfbshipit-source-id: ae0b1912d8b671380eb04cbdb0dbaa4da3c8503f",
          "is_bot": false,
          "headline": "Support for custom setup of a path handler.",
          "author_name": "Sujit Verma",
          "author_login": "sujitoc",
          "committed_at": "2021-05-12T21:17:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b90f342fe60d9016571ae6e6949ad69647c06f2b",
          "body": "Summary:\nLong URL support in get_local_path().\nWe truncate long filenames to get around Linux limitation in handling filenames longer than 255 chars.\n\nReviewed By: girifb\n\nDifferential Revision: D28318922\n\nfbshipit-source-id: 2ad1b944e71adad11db9867e7c6929ffb7547dad",
          "is_bot": false,
          "headline": "Long URL support in get_local_path().",
          "author_name": "Sujit Verma",
          "author_login": "sujitoc",
          "committed_at": "2021-05-10T20:03:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e0b83e5d610bee00ac7b53938dce9d4d53137cb",
          "body": "Summary:\n## What\nAdds S3Pathhandler and tests for it.\n\nPull Request resolved: https://github.com/fairinternal/iopath/pull/6\n\nTest Plan:\n(after `python -m pip install boto3`)\n`python -m unittest tests/test_file_io.py`\n[Existing Fairseq usage](https://github.com/fairinternal/fairseq-py/blob/master/fai\n[…]\n27/retrieving-subfolders-names-in-s3-bucket-from-boto3)\n\nReviewed By: sujitoc\n\nDifferential Revision: D27986546\n\nPulled By: robert-verkuil\n\nfbshipit-source-id: 0c82e2be03a0fceb05fc52cce3d0c5094e20a922",
          "is_bot": false,
          "headline": "Adds S3PathHandler + accompanying tests. (#6)",
          "author_name": "Robert Verkuil",
          "author_login": null,
          "committed_at": "2021-05-10T16:04:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "19a72f3319959b7bca1e4e7d22ef9a4725ae325c",
          "body": "Reviewed By: sujitoc, ppwwyyxx\n\nDifferential Revision: D27721286\n\nfbshipit-source-id: 2869610272308314ce913a1d94c78cf809f0d485",
          "is_bot": false,
          "headline": "support pickle for LazyPath",
          "author_name": "Yanghan Wang",
          "author_login": "wat3rBro",
          "committed_at": "2021-04-13T21:29:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "85bec7238f83f4381a18ad45d5eb804d3336fa64",
          "body": "Summary:\nOnce the \"black\" linter PR is merged, OSS tests will fail the \"flake8\" linter.\n\nThis diff fixes the 2 \"flake8\" lint errors.\n\nReviewed By: sujitoc\n\nDifferential Revision: D27330725\n\nfbshipit-source-id: 6d524146e51dc175760f9e8aba1a1963db5424a2",
          "is_bot": false,
          "headline": "ioPath - \"flake8\" lint fixes and lint ignore",
          "author_name": "Eric Lou",
          "author_login": "EricZLou",
          "committed_at": "2021-03-25T20:35:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "70175d3530da8a7b990b7da92946cabb413ddd70",
          "body": "Summary:\nPull Request resolved: https://github.com/fairinternal/iopath/pull/5\n\nWhile `black --check .` is passing locally in fbcode, the same command is failing in OSS. This is because the `black` versions are different.\n\nfbcode uses `black==20.8b1`. This diff locks `black` at `20.8b1` in the Circle\n[…]\nat uses the custom version of `black` that ioPath is currently set to is AIRStore.\n\nReviewed By: sujitoc\n\nDifferential Revision: D27337884\n\nfbshipit-source-id: aa990de394ed1ee26d51106404cc66dfe54baa33",
          "is_bot": false,
          "headline": "ioPath - make OSS black version match FB black version (#5)",
          "author_name": "Eric Lou",
          "author_login": "EricZLou",
          "committed_at": "2021-03-25T20:20:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6e64e800c2c781de7c672048b6a4e291eebf8aef",
          "body": "Summary:\nOSS tests are failing the \"black\" linter.\n\nI ran \"black\" locally to auto-fix the errors.\n\nReviewed By: sujitoc\n\nDifferential Revision: D27329297\n\nfbshipit-source-id: 221f88c48abbfe421cbbc5bdda8836c3db0453a6",
          "is_bot": false,
          "headline": "ioPath - \"black\" auto-linter to fix OSS failing tests",
          "author_name": "Eric Lou",
          "author_login": "EricZLou",
          "committed_at": "2021-03-25T18:07:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f6b54c8ca9dc32f553186fe54794d2362b520e2",
          "body": "Summary: Pull Request resolved: https://github.com/fairinternal/iopath/pull/4\n\nReviewed By: EricZLou\n\nDifferential Revision: D27329175\n\nPulled By: sujitoc\n\nfbshipit-source-id: 3aafb831d035715fbd3b11c919ba0fc16a8fb255",
          "is_bot": false,
          "headline": "Fix for exists() returning true on empty path. (#4)",
          "author_name": "Sujit Verma",
          "author_login": null,
          "committed_at": "2021-03-25T17:55:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4bae4bff7b0265d78d4c65494e13fa3f4528216b",
          "body": "Summary:\nPull Request resolved: https://github.com/fairinternal/iopath/pull/3\n\nFix an isort error. CircleCI tests should now all be passing.\n\nReviewed By: sujitoc\n\nDifferential Revision: D27305078\n\nfbshipit-source-id: a7e3b0273dd436eb97384b8b09cd00672ebf9705",
          "is_bot": false,
          "headline": "ioPath - fix isort error (#3)",
          "author_name": "Eric Lou",
          "author_login": "EricZLou",
          "committed_at": "2021-03-25T16:06:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5aae80d4fb46291cef6f308d9343fb71f66760cc",
          "body": "Summary:\n**This diff does 2 things:**\n- Fixes a failing OSS unit test.\n- Previously, OSS unittest output contained a lot of `[PathManager] foo=foo argument ignored` statements. Now they are hidden.\n\nReviewed By: sujitoc\n\nDifferential Revision: D27297641\n\nfbshipit-source-id: b8f87c2581bf26a9f457c274685d8280e06f3b97",
          "is_bot": false,
          "headline": "ioPath - fix OSS unit tests + disable logger during tests",
          "author_name": "Eric Lou",
          "author_login": "EricZLou",
          "committed_at": "2021-03-24T18:56:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "06d49c5aaf9d89addd21a063fec0706db5c9f524",
          "body": "Summary:\nD27072813 (https://github.com/facebookresearch/iopath/commit/dccb624b15ed45f13f223662cd6db70e96c309dd) has broken OSS users, including some internally at FAIR and\nhttps://github.com/facebookresearch/fvcore/issues/62\nand https://github.com/facebookresearch/detectron2/issues/2795\n\nThis diff makes it compatible with old handlers.\n\nReviewed By: sujitoc\n\nDifferential Revision: D27284344\n\nfbshipit-source-id: 967cda6aec5dce68060ad83f550ea79812dfa874",
          "is_bot": false,
          "headline": "be backward compatible with old handlers",
          "author_name": "Yuxin Wu",
          "author_login": "ppwwyyxx",
          "committed_at": "2021-03-24T07:31:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6247b064de08697f1c23f05ad400ac6059040380",
          "body": "Summary: Fixes `isort` lint errors for OSS files and FB files.\n\nReviewed By: sujitoc\n\nDifferential Revision: D27242078\n\nfbshipit-source-id: ab3f3d01eb0d4910e0f66c054663d6bc40774e30",
          "is_bot": false,
          "headline": "ioPath - fix isort lints",
          "author_name": "Eric Lou",
          "author_login": "EricZLou",
          "committed_at": "2021-03-24T04:01:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4c0fb27ce267d73c56c1310f8ac57885feaca2e9",
          "body": "Summary:\n`async_torch_test.py` was failing Flake8 due to a timeout caused by this line:\n```\nlarge = \"*\"*1000000000\n```\n\nNot sure what Flake8 does here... but when I removed this line, Flake8 finished almost immediately. This diff changes the syntax to satisfy Flake8.\n\nAlso not sure why it didn't raise an error when I initially pushed this code...\n\nReviewed By: sujitoc\n\nDifferential Revision: D27276581\n\nfbshipit-source-id: 9e302b18f46aa56e4346e44f0484f3df3e83779e",
          "is_bot": false,
          "headline": "ioPath - fix Flake8 error",
          "author_name": "Eric Lou",
          "author_login": "EricZLou",
          "committed_at": "2021-03-24T04:01:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8f359cf63bec091969ad8f30fa14c17d3218c347",
          "body": "Summary: ioPath version bump to 0.1.8\n\nReviewed By: sujitoc\n\nDifferential Revision: D27269584\n\nfbshipit-source-id: e4d66bec0c4e6d712d38559cd1fc5b469ebe7e9b",
          "is_bot": false,
          "headline": "Version bump to 0.1.8",
          "author_name": "Eric Lou",
          "author_login": "EricZLou",
          "committed_at": "2021-03-23T20:50:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "oid": "f239613d103a81e5c2c213f92cd47eddca24076f",
          "body": "Summary:\nOn every `f.close` call, the async callback function is enqueued. Since `f.close` can be called multiple times, the callback function can be enqueued multiple times. This diff fixes that.\n\n#thanks sshleifer for bringing this async writes bug to my attention!\n\nReviewed By: sujitoc\n\nDifferential Revision: D27232569\n\nfbshipit-source-id: b354f07e9d27da78d912539aa9f36498143744d9",
          "is_bot": false,
          "headline": "ioPath async - bug fix - callback with multiple `f.close` calls",
          "author_name": "Eric Lou",
          "author_login": "EricZLou",
          "committed_at": "2021-03-22T18:30:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
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      "commits_last_year": 20,
      "latest_release_at": "2025-01-26T19:51:41Z",
      "latest_release_tag": "v0.1.10",
      "releases_from_tags": false,
      "days_since_last_push": 32,
      "active_weeks_last_year": 11,
      "days_since_latest_release": 554,
      "mean_days_between_releases": 695.1
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        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "good",
        "name": "Community & Adoption",
        "value": 68,
        "weight": 0.17,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 53,
            "inputs": {
              "forks": 28,
              "stars": 152,
              "watchers": 14,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
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            "components": [
              {
                "key": "stars",
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                "detail": "152 stars",
                "points": 35.3,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
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                      "count": 152
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "28 forks",
                "points": 11.9,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
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                      "count": 28
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                  }
                ],
                "max_points": 25
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              {
                "key": "watchers",
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                "detail": "14 watchers",
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                "details": [
                  {
                    "code": "watchers",
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                      "count": 14
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                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": 0,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "readme_badge_services": [],
              "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"
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                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
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                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "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",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 63,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
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            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 63,
            "inputs": {
              "bus_factor": 2,
              "contributors_sampled": 27,
              "top_contributor_share": 0.368
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
                "status": "partial",
                "details": [
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                    "code": "bus_factor",
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                      "count": 2
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                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 37% of commits",
                "points": 14.2,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
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                      "share": 37
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                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "27 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
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                      "count": 27
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "weak",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "newcomer_pr_acceptance"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 43,
            "inputs": {
              "merged_prs": 1,
              "open_issues": 7,
              "closed_issues": 7,
              "prs_merged_7d": 0,
              "prs_decided_7d": 0,
              "prs_merged_30d": 0,
              "prs_decided_30d": 0,
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              "closed_unmerged_prs": 8,
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              "first_time_prs_merged_30d": 0,
              "first_time_prs_decided_30d": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "50% of issues closed",
                "points": 21,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 50
                    }
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "1/9 decided PRs merged",
                "points": 3.3,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 1,
                      "decided": 9
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                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
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                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
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                      "days": 30
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                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 28/30 approved changesets -- score normalized to 9",
                "points": 13.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "excellent",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "followers": 36912,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "facebookresearch",
              "public_repos": 1428,
              "account_age_days": 3840
            },
            "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": "36,912 followers of facebookresearch",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 36912,
                      "login": "facebookresearch"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "1428 public repos, account ~10 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 1428
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 10
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "good",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 69,
            "inputs": {
              "packages": [
                "iopath"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 1486
            },
            "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 1486 days ago",
                "points": 4,
                "status": "partial",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 1486
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "10 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 10
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "at_risk",
        "name": "Engineering Quality",
        "value": 34,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
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            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 30,
            "inputs": {
              "has_ci": false,
              "has_tests": true,
              "has_editorconfig": false,
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              "has_precommit_config": false
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            "components": [
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                "key": "ci_workflows",
                "name": "CI workflows",
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                "points": 0,
                "status": "missed",
                "details": [],
                "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",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
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                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "weak",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "topics": [],
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              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
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            "components": [
              {
                "key": "readme",
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                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
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                "details": [],
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              },
              {
                "key": "repository_description",
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                "max_points": 10
              },
              {
                "key": "topics",
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                "status": "missed",
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              },
              {
                "key": "wiki",
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
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        "name": "Security",
        "value": 56,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Dangerous-Workflow, Packaging, Pinned-Dependencies, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                    "packaging",
                    "pinned_dependencies",
                    "signed_releases",
                    "token_permissions"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 56,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 12,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 6,
              "scorecard_aggregate": 5.6
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            "components": [
              {
                "key": "binary_artifacts",
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                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
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                "details": [],
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              },
              {
                "key": "ci_tests",
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                "details": [
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                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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 28/30 approved changesets -- score normalized to 9",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no workflows found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
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                "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": "8 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 6",
                "points": 4.5,
                "status": "partial",
                "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": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 4.5,
                "status": "partial",
                "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": "No tokens found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "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"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 9
            },
            "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": "weak",
        "name": "AI Readiness",
        "value": 35,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "weak",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "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": "100 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 100,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_pinned_dependencies"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 24,
            "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
            },
            "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": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 52,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 63158,
              "source_files_sampled": 20,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/20 source files over 60KB",
                "points": 52.2,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 20,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [
        "library"
      ],
      "labels": [
        "library"
      ],
      "scores": {
        "library": 8
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        },
        {
          "tier": "description",
          "label": "library",
          "source": "description:library",
          "weight": 2
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "No resolved dependencies carried a version and a supported ecosystem"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-04T16:18:31.489666Z",
  "schema_version": "0.30.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/f/facebookresearch/iopath.svg",
  "full_name": "facebookresearch/iopath",
  "license_state": "standard",
  "license_spdx": "MIT"
}

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v2.5.0、模式 v0.30.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计PyPI.