公开记录良好
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-26 19:58 UTC
ttsim-dev / ttsim
The computing engine powering GETTSIM
ttsim-dev/ttsim 的健康指数为 100 分中的 70 分，处于「良好」区间。 其得分最高的类别是Vitality（86/100），最低的是Community & Adoption（34/100）。 最近一次更新在今天。 近期的大部分工作由 3 位贡献者完成。
70
总分 / 100软件健康指数
指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 49（有风险）的上限。AI 就绪度不计入总体分。
70
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
所有权
软件包生态系统
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？
86
开发活跃度
77良好
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 15.2/36 | 提交节奏 — 52 周中有 22 周有提交 |
| 16.2/18 | 提交量 — 最近一年 62 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 18 commit(s) and 10 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 62 |
| human_commit_share | 0.97 |
| days_since_last_push | 0 |
| active_weeks_last_year | 22 |
发布纪律
100优秀
评分方式
| 27/27 | 有发布版本 — 已发布 10 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 62 天前 |
| 27/27 | 发布节奏 — 约每 33.9 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 10 |
| latest_release_tag | v1.2.1 |
| releases_from_tags | 否 |
| days_since_latest_release | 62 |
| mean_days_between_releases | 33.9 |
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？
34
流行度与采用
1危急
评分方式
| 0/60 | 星标 — 2 个星标 |
| 0/25 | 复刻 — 0 个复刻 |
| 0/15 | 关注者 — 2 位关注者 |
所用输入
| forks | 0 |
| stars | 2 |
| watchers | 2 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
72良好
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（AGPL-3.0） |
| 0/18 | CONTRIBUTING 指南 |
| 13.5/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 6.3/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 是 |
| has_pull_request_template | 是 |
可持续性与治理
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？
74
维护者韧性（巴士系数）
76良好
评分方式
| 36/54 | 巴士系数 — 3 位贡献者贡献了半数提交 |
| 16.8/22.5 | 提交分布 — 头号贡献者编写了 26% 的提交 |
| 13.5/13.5 | 贡献者广度 — 28 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 16 contributing companies or organizations |
所用输入
| bus_factor | 3 |
| contributors_sampled | 28 |
| top_contributor_share | 0.255 |
议题与 PR 响应能力
79良好
评分方式
| 36.4/46.8 | 议题解决 — 78% 的议题已关闭 |
| 29.2/38.3 | PR 接受 — 已裁定的 PR 中 81/106 已合并 |
| 13.5/15 | OpenSSF Scorecard：Code-Review — Found 27/30 approved changesets -- score normalized to 9 |
所用输入
| merged_prs | 81 |
| open_issues | 8 |
| closed_issues | 28 |
| issue_closed_ratio | 0.778 |
| closed_unmerged_prs | 25 |
所有权与托管责任
46存在风险
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 6.1/25 | 所有者影响力 — ttsim-dev 有 6 位关注者 |
| 9.4/25 | 既往记录 — 7 个公开仓库，账户约 1 年 |
所用输入
| followers | 6 |
| owner_type | Organization |
| is_verified | — |
| owner_login | ttsim-dev |
| public_repos | 7 |
| account_age_days | 516 |
软件包维护
100优秀
评分方式
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 62 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
| packages | ttsim-backend |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 62 |
工程质量
基础的工程与文档实践是否到位？
78
工程实践
94优秀
评分方式
| 24/24 | CI 工作流 — 2 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard：CI-Tests — 28 out of 28 merged PRs checked by a CI test -- score normalized to 10 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
文档
55中等
评分方式
| 30/30 | README |
| 0/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://gettsim.readthedocs.io/ |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 0/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 否 |
| homepage | https://gettsim.readthedocs.io/ |
| has_readme | 是 |
| has_docs_dir | 否 |
| has_description | 是 |
安全
可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？
73
安全态势
66中等
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — 无数据 |
| 2.5/2.5 | CI-Tests — 28 out of 28 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 6.8/7.5 | Code-Review — Found 27/30 approved changesets -- score normalized to 9 |
| 2.5/2.5 | Contributors — project has 16 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 18 commit(s) and 10 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 6.6 |
已排除计分（无数据或不适用）：branch_protection, signed_releases。 其余权重已重新归一化。
依赖安全公告
100优秀
评分方式
| 35/35 | 直接依赖不含已知公告 — 没有直接依赖携带已知公告 |
| 25/25 | 间接依赖不含已知公告 — 没有间接依赖携带已知公告 |
| 0/40 | 没有长期未处理的公告 — 没有公告带有发布日期 |
所用输入
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 49 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
已排除计分（无数据或不适用）：没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:ttsim-backend@1.2.1 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 49 个软件包。 未对可达性进行分析。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。
60
AI 代理上下文与指引
85优秀
评分方式
| 45/45 | 代理指令 — AGENTS.md, CLAUDE.md, GEMINI.md |
| 0/15 | 机器可读文档（llms.txt） |
| 40/40 | 可读的提交历史 — 97 次人类提交中有 74 次说明了意图（结构化标题或解释性正文） |
所用输入
| has_llms_txt | 否 |
| legible_history_share | 0.763 |
| agent_instruction_files | AGENTS.md, CLAUDE.md, GEMINI.md |
| agent_instruction_max_bytes | 6,112 |
评分方式
| 0/18 | 一条命令的引导启动 |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 0/10 | 可复现环境 |
| 10/10 | 已体现的代理实践 — 最近 100 次提交中有 23 次由代理编写或署名代理 |
| 8/8 | 自动化维护 — 最近 100 次提交中有 2 次为自动依赖更新 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | — |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | — |
| agent_commit_share | 0.23 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0.02 |
面向模型的代码可读性
54中等
评分方式
| 0/45 | 可类型检查的代码 — Python，未配置类型检查 |
| 54.5/55 | 可控的文件大小 — 采样的 115 个源文件中有 1 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 61,629 |
| source_files_sampled | 115 |
| oversized_source_files | 1 |
机器可读接口
40存在风险
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — notebooks |
所用输入
| example_dirs | notebooks |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
2GitHub 星标
28贡献者
62最近 12 个月提交数
0距最近推送天数
10发布版本数
3巴士系数（bus factor）
8开放议题
PyPI软件包生态系统数
数据采集警告
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- Could not fetch pypi package 'mettsim' from its registry
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
更多细节
OpenSSF Scorecard 6.6 / 10
6.6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）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 不适用 | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 28 out of 28 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 9 | Code-Review | Found 27/30 approved changesets -- score normalized to 9 |
| 10 | Contributors | project has 16 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 18 commit(s) and 10 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
直接依赖 17
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | beartype | >=0.18 | pyproject.toml |
| PyPI | dags | >=0.6 | pyproject.toml |
| PyPI | ipywidgets | — | pyproject.toml |
| PyPI | jaxtyping | >=0.3.10 | pyproject.toml |
| PyPI | kaleido | >=1.1 | pyproject.toml |
| PyPI | networkx | >=3.5 | pyproject.toml |
| PyPI | numpy | — | pyproject.toml |
| PyPI | numpy-groupies | — | pyproject.toml |
| PyPI | openpyxl | — | pyproject.toml |
| PyPI | optree | >=0.16 | pyproject.toml |
| PyPI | pandas | >=3 | pyproject.toml |
| PyPI | plotly | >=6.5 | pyproject.toml |
| PyPI | portion | — | pyproject.toml |
| PyPI | pygments | — | pyproject.toml |
| PyPI | pygraphviz | — | pyproject.toml |
| PyPI | pytest | — | pyproject.toml |
| PyPI | pyyaml | — | pyproject.toml |
全部依赖 未采集
本报告未能采集到解析后的依赖集合：GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
依赖安全公告 0
安装 pypi:ttsim-backend@1.2.1 会引入 49 个包（直接与传递）：其中 0 个存在已知公告，0 个为直接依赖。
没有已知公告影响已评估的依赖。
公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 57157,
"has_wiki": false,
"homepage": "https://gettsim.readthedocs.io/",
"languages": {
"Python": 1005595,
"Jupyter Notebook": 2152
},
"pushed_at": "2026-07-26T09:26:24Z",
"created_at": "2025-07-24T07:06:26Z",
"owner_type": "Organization",
"updated_at": "2026-06-24T18:20:06Z",
"description": "The computing engine powering GETTSIM",
"is_archived": false,
"is_disabled": false,
"license_spdx": "AGPL-3.0",
"default_branch": "main",
"license_spdx_raw": "AGPL-3.0",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://gettsim.readthedocs.io/",
"name": "Taxes & Transfers SIMulators",
"type": "Organization",
"login": "ttsim-dev",
"company": null,
"location": null,
"followers": 6,
"avatar_url": "https://avatars.githubusercontent.com/u/200745588?v=4",
"created_at": "2025-02-25T09:09:59Z",
"is_verified": null,
"public_repos": 7,
"account_age_days": 516
},
"license": {
"state": "standard",
"spdx_id": "AGPL-3.0",
"raw_spdx": "AGPL-3.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v1.2.1",
"kind": "patch",
"published_at": "2026-05-25T11:01:22Z"
},
{
"tag": "v1.2.0",
"kind": "minor",
"published_at": "2026-03-19T14:45:04Z"
},
{
"tag": "v1.1.1",
"kind": "patch",
"published_at": "2026-01-12T14:31:22Z"
},
{
"tag": "v1.1.0",
"kind": "minor",
"published_at": "2025-08-26T09:52:01Z"
},
{
"tag": "v1.0.0",
"kind": "major",
"published_at": "2025-08-09T18:59:40Z"
},
{
"tag": "v1.0a4",
"kind": "other",
"published_at": "2025-08-09T06:10:04Z"
},
{
"tag": "v1.0a3",
"kind": "other",
"published_at": "2025-07-27T13:52:14Z"
},
{
"tag": "v1.0a2",
"kind": "other",
"published_at": "2025-07-26T11:24:26Z"
},
{
"tag": "v1.0a1",
"kind": "other",
"published_at": "2025-07-24T14:05:31Z"
},
{
"tag": "v1.0a",
"kind": "other",
"published_at": "2025-07-24T13:53:03Z"
}
],
"recent_commits": [
{
"oid": "0fdc84b1753d52b3a35015a966dcb250d98c39aa",
"body": "`.ai-instructions` + prek-hook bump, plus the code changes ty `0.0.52`\nrequires.\n\n- `.ai-instructions` submodule → `68dc3f4`\n- prek hooks refreshed (ruff `v0.15.19`, pyproject-fmt `v2.25.0`, ty\n`v0.0.52`)\n- ty 0.0.52 fixes: `tt/vectorization.py` and\n `interface_dag_elements/policy_environment.py`\n-\n[…]\nstays at `v0.0.52` — the latest **published** ty binary (the\n`ty-pre-commit`\n`v0.0.53` tag has no corresponding `astral-sh/ty` release).\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)",
"is_bot": false,
"headline": "Bump .ai-instructions to 68dc3f4 + adapt to ty 0.0.52 (#135)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2026-06-24T18:20:00Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "b86b0d6e66d7ffaf1002b093fa8ea70f0a0e862e",
"body": "…k (#133)\n\n## Summary\n\nty now runs only as pre-commit hooks, under both backends, replacing the\ndedicated pixi `type-checking`/`type-checking-jax` features,\nenvironments, and tasks (`pixi run ty` / `pixi run ty-jax` no longer\nexist).\n\n- **numpy run**: the official\n[astral-sh/ty-pre-commit](https://g\n[…]\nsed, 42\nskipped\n- [x] `pixi lock` — lock file validates after pruning\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Replace hand-written ty machinery with the official ty-pre-commit hoo…",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2026-06-15T19:04:41Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "cc271726d91192997e2dd090c47bd585c168e2e5",
"body": "### What problem do you want to solve?\n\nSome guards are used in GETTSIM but not here. Added examples to METTSIM\nand the corresponding ignores to pyproject.toml.",
"is_bot": false,
"headline": "Restore PLR vectorization guard (#132)",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2026-06-09T12:37:56Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "fceea5e64202bcbf15bfec05b75e6939da419dc3",
"body": "…with_original_p_ids (#131)\n\nCloses #130.\n\n- Split `raw_results.columns` into\n`raw_results.columns_with_internal_p_ids` (computable from\n`processed_data` alone, endogenous `p_id_*` columns hold internal\nindices) and `raw_results.columns_with_original_p_ids` (the\nreverse-translation from #108, consum\n[…]\ned with [Claude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nCo-authored-by: Hans-Martin von Gaudecker <hmgaudecker@gmail.com>",
"is_bot": false,
"headline": "Split raw_results.columns into columns_with_internal_p_ids / columns_…",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2026-06-07T11:57:06Z",
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"oid": "280694713774da873f7073a6df0012d064e0e1b0",
"body": "…tsim (#129)\n\nThree related changes, following the discovery in\nhttps://github.com/ttsim-dev/gettsim/pull/1178#discussion_r3366916727\nthat the vectorizer handles ternary expressions (`ast.IfExp` →\n`xnp.where` via `_ifexp_to_call`):\n\n1. **Remove the dead SIM108 ignore** for\n`src_mettsim/mettsim/middl\n[…]\nweep for gettsim's policy code: ttsim-dev/gettsim#1195.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Remove dead SIM108 ignore for middle_earth; showcase ternaries in met…",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2026-06-07T09:15:01Z",
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"oid": "ad3d21c122e1f73184f0113d602e7b73e4b30119",
"body": "…#127)\n\n`load_policy_cases` in `test_mettsim.py` resolved the policy-cases root\nas `ROOT_PATH.parent / \"tests_middle_earth\" / \"policy_cases\"`, i.e.\n`src_mettsim/mettsim/tests_middle_earth/...`, which does not exist. The\nglob found nothing, `POLICY_TEST_IDS_AND_CASES` was empty, and\n`test_policy_case\n[…]\n` — 32\npassed (24 policy cases now collected and green)\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Fix mettsim policy-case collection: all cases were silently skipped (…",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2026-06-06T07:26:55Z",
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"oid": "dfc457df33e58d767706eec3c9ae880c12750f22",
"body": "## Summary\n\nSweep: every call to a project-defined function/method/class with 2+\npositional args is rewritten to use keyword names.\n\nScope:\n- src/ttsim, tests, src_mettsim\n- Project-internal targets only — stdlib, numpy, pandas, jax, and other\nthird-party calls are left alone.\n- The resolver works p\n[…]\ner <immesberger@posteo.de>\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "chore: keyword args for project-internal multi-arg calls (#114)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2026-06-03T14:10:11Z",
"body_truncated": true,
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"oid": "eb304073b23c73a59dc61af5eff61ff2fa3bcb38",
"body": "## Summary\n\nFill in the six `*_by_p_id` aggregation primitives that were previously\n`raise NotImplementedError` in both `ttsim/tt/aggregation_numpy.py` and\n`ttsim/tt/aggregation_jax.py`. `sum_by_p_id` was the only kind\nimplemented before; everything else surfaced as `NotImplementedError` to\ncallers.\n[…]\ner <immesberger@posteo.de>\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Implement count/mean/max/min/any/all by_p_id aggregations (#110)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2026-06-03T14:06:49Z",
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"oid": "4351a458eb5ba1f1302a043540f57e20c6ec3cd9",
"body": "…) (#108)\n\n## Summary\n- `raw_results.columns` now reverse-translates any output column whose\nleaf name starts with `p_id_` from internal indices back to user-space\n`p_id` values, preserving the `-1` no-link sentinel.\n- Removes the previously protective\n`fail_if.endogenous_p_id_among_targets` (and it\n[…]\ner <immesberger@posteo.de>\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Reverse-translate endogenous p_id_* targets to user p_ids (closes #43…",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2026-06-03T14:03:10Z",
"body_truncated": true,
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{
"oid": "7d7530ac3c23777d64921248fd5b8a1047eeb77c",
"body": "…s (#113)\n\n## What\n\nScalar inputs feeding functions that are **not** auto-vectorized —\naggregations, group-creation functions, and\n`vectorization_strategy=\"not_required\"` policy functions — are now\nbroadcast to length `n_obs` at **call time**, instead of raising a\nfail-fast error. Auto-vectorized fu\n[…]\n.7 <noreply@anthropic.com>\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Defer scalar→array broadcast to call time for non-vectorized function…",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2026-06-02T17:02:00Z",
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{
"oid": "b781ec81523c8114192eb3edad794d7eaf69e49f",
"body": "## Summary\n- Closes #84.\n- Expands the module docstring in ``src/ttsim/typing.py`` to capture why\n``TYPE_CHECKING`` + ``from __future__ import annotations`` must stay in\nplace across the codebase: ``jaxtyping.Array`` resolves via a top-level\n``__getattr__`` hook that imports JAX, so any module touch\n[…]\nuthored-by: Claude Opus 4.7 <noreply@anthropic.com>\nCo-authored-by: Marvin Immesberger <immesberger@posteo.de>\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Document JAX-optional constraint on typing module (#84) (#106)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2026-06-02T16:14:27Z",
"body_truncated": true,
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{
"oid": "a4cc9c5e0cb87104fb3b61150f08a86a13290d23",
"body": "…105)\n\n## Summary\n- Closes #73.\n- Cause: ``load_module`` registered policy modules in ``sys.modules``\nunder a *root-relative* short name (e.g.\n``orc_hunting_bounty.orc_hunting_bounty``). Decorated objects'\n``__module__`` then pointed at a non-importable name, so cloudpickle's\npickle-by-reference mac\n[…]\nuthored-by: Claude Opus 4.7 <noreply@anthropic.com>\nCo-authored-by: Marvin Immesberger <immesberger@posteo.de>\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Load policy modules under their canonical Python import name (#73) (#…",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2026-06-02T16:09:12Z",
"body_truncated": true,
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{
"oid": "ca81551cc6ffe6e64760f092386fd99f6c1f1247",
"body": "…79) (#104)\n\n## Summary\n- Closes #79.\n- ``with_processed_params_and_scalars``\n(``specialized_environment.py:152``) used to only insert scalars from\n``processed_data`` when the qname was already a key in\n``without_tree_logic_and_with_derived_functions``. The time-conversion\nmachinery builds conversio\n[…]\nuthored-by: Claude Opus 4.7 <noreply@anthropic.com>\nCo-authored-by: Marvin Immesberger <immesberger@posteo.de>\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Partial scalar inputs that drive derived time-conversion functions (#…",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2026-06-02T16:04:01Z",
"body_truncated": true,
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{
"oid": "368cdf3ef458a83edbbb98e6aac7114c67fa0827",
"body": "## Summary\n\nMirror `results.df_with_qname_columns` with the input-side counterpart\nso the qname format works in both directions.\n\n- `InputData.qname({\"a__b\": ...})` becomes a live factory. Previously\nthe factory existed in the public API but no interface function consumed\n`input_data__qname`, so cal\n[…]\nuthored-by: Claude Opus 4.7 <noreply@anthropic.com>\nCo-authored-by: Marvin Immesberger <immesberger@posteo.de>\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Add symmetric qname I/O for InputData and results (#103)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2026-06-02T15:59:54Z",
"body_truncated": true,
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{
"oid": "747bd3eeec944db5e5315a145f0a17024c57fd32",
"body": "…loses #97, #94) (#102)\n\n## Summary\n\nA single ``_canonicalize_input_dtype`` helper in ``processed_data.py``\nnow normalizes every kind of non-canonical input column to numpy:\n\n- **Unsigned integers** (numpy uint, pandas-nullable ``UInt*``,\n``uint*[pyarrow]``) → ``int64`` (``int32`` on jax with x64 di\n[…]\nuthored-by: Claude Opus 4.7 <noreply@anthropic.com>\nCo-authored-by: Marvin Immesberger <immesberger@posteo.de>\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Canonicalize input dtypes; coerce uint, normalize nullable/pyarrow (c…",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2026-06-02T15:55:18Z",
"body_truncated": true,
"is_coding_agent": true
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{
"oid": "0fabd06c89aa6c928df5ca3a7f361e69e306da15",
"body": "Implements GEP 9: package-wide beartype claw on by default, TTSIM_BEARTYPE_CLAW=0 as a full opt-out (O0-strategy confs gate perimeter decorators + forwarder), TTSIMError hierarchy, wide/narrow UserX type split. See PR #101.",
"is_bot": false,
"headline": "Beartype + jaxtyping runtime type-checking rollout (GEP 9) (#101)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2026-06-02T15:15:23Z",
"body_truncated": false,
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{
"oid": "4d02ac8665f2220053a583e0ea40a3a0351065c3",
"body": "Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Prepare release 1.2.1 (#112)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2026-05-25T10:58:42Z",
"body_truncated": false,
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{
"oid": "c30f66d24c84bf4106ceb753cd0f47e95a054964",
"body": "## Coordinated change\n\nPart of a three-repo change adopting runtime type checking in dags-based\nprojects:\n\n-\n**[OpenSourceEconomics/dags#82](https://github.com/OpenSourceEconomics/dags/pull/82)**\n— makes dags wrappers honest forwarders so runtime checkers aren't\nmisled. Keystone; releases as dags 0.\n[…]\nlf. The forward-compatible half\nis exercised by dags#82's own suite.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Adapt to dags' runtime-type-checker-friendly wrappers (#99)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2026-05-24T10:03:42Z",
"body_truncated": true,
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{
"oid": "8ecbaca5462925442afe795e67408a355266e9cb",
"body": "## Summary\n\nVectorisation strategy `\"loop\"` failed if functions had piecewise\npolynomial param inputs. This PR fixes this.\n\nRelated to #91 — these fixes enable downstream projects (e.g. GETTSIM)\nto switch policy functions to the `\"loop\"` strategy for any (not already\nnatively) vectorised function.\n\n\n[…]\n resolve type\nannotations on `numpy.vectorize` objects.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Fix loop vectorization for functions with param helpers (#92)",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2026-03-23T15:11:35Z",
"body_truncated": true,
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{
"oid": "6fd0123d160a1e32604b71f8e3141c8b87c76872",
"body": null,
"is_bot": false,
"headline": "Change title in changelog for release.",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2026-03-19T14:40:35Z",
"body_truncated": false,
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{
"oid": "5cf4228eb23912616f52f05160a78a495af60160",
"body": null,
"is_bot": false,
"headline": "Prepare CHANGES.md for release.",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2026-03-19T14:25:06Z",
"body_truncated": false,
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{
"oid": "61ef297df75fa69ff6c7b8ad9ecc514324546f35",
"body": "- make a dataclass frozen\n- add dags.md to ai-instructions\n- bump pyproject-fmt and apply",
"is_bot": false,
"headline": "Trivial updates to code quality. (#90)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2026-03-19T14:09:51Z",
"body_truncated": false,
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{
"oid": "1c17c1f5ff36cb5d4ca924dfbf336ef1ee3ae62f",
"body": "## Summary\n- Convert all NumPy-style `Parameters`/`Returns`/`Raises` docstring\nsections to Google convention across 15 infrastructure files\n- Drop type annotations from docstrings (already in signatures)\n- Net: -182 lines (more concise format)\n\nCloses #88\n\n## Test plan\n- [x] `pixi run ty` — all chec\n[…]\nGenerated with [Claude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>\nCo-authored-by: Marvin Immesberger <immesberger@posteo.de>",
"is_bot": false,
"headline": "Migrate docstrings from NumPy to Google convention (#89)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2026-03-19T11:08:46Z",
"body_truncated": true,
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{
"oid": "9bbba34d26703f5f8febffaa2ff7d4d8397f44ed",
"body": "…08) (#76)\n\nImplemt GEP-08.\n\nReplace numbered dict format with ordered list of interval dicts:\n- Add interval_utils.py: validate_intervals(),\nextend_intervals_to_real_line()\n- Support partial domains (NaN for out-of-domain values)\n- Transpose rates shape from (n_coefficients, n_intervals) to\n(n_inte\n[…]\nuthored-by: Claude Opus 4.5 <noreply@anthropic.com>\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\nCo-authored-by: Marvin Immesberger <immesberger@posteo.de>",
"is_bot": false,
"headline": "Refactor piecewise polynomial to use explicit interval notation (GEP-…",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2026-03-19T05:46:08Z",
"body_truncated": true,
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{
"oid": "9e2aad237bf7da831db576b1cc1cef6fa20a9b3a",
"body": "`dags` 0.5.0 includes a couple of changes, which would raise\n`DeprecationWarning`s and at some point break `ttsim`:\n\n- `fail_if_paths_are_invalid` has been removed from `dags.tree`\nnamespace, must import via `from dags.tree.validation import\nfail_if_paths_are_invalid`\n- `one_function_without_tree_logic` has been renamed to\n`get_one_function_without_tree_logic`\n\nWe fix those imports here.",
"is_bot": false,
"headline": "Require `dags` 0.5.0 (#86)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2026-03-11T10:08:56Z",
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{
"oid": "100477aa33a0915fd919f3776b3a537e705285fe",
"body": "### What problem do you want to solve?\n\nInternally, we need string annotations (via `from __future__ import\nannotations`) and `if TYPE_CHECKING` blocks in order to not require jax\nas a runtime dependency:\n\n- Bool, Float, Int (dtype validators) can be imported without JAX\n- Array cannot - it triggers\n[…]\nrization machinery. Changing two lines helps.\n\n---------\n\nCo-authored-by: Marvin Immesberger <immesberger@posteo.de>\nCo-authored-by: Marvin Immesberger <74215010+MImmesberger@users.noreply.github.com>",
"is_bot": false,
"headline": "Allow non-string annotations in vectorization. (#83)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2026-02-12T18:25:02Z",
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"oid": "fd099009d29b78670c92923435d324becb515983",
"body": "## Summary\n- Add a `run-ty` job to the main CI workflow that runs the `ty` static\ntype checker\n- Runs on `ubuntu-latest` using the `py314-jax` pixi environment, in\nparallel with existing test jobs\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add ty static type checker to CI (#82)",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2026-02-12T18:07:53Z",
"body_truncated": false,
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{
"oid": "e647ffe16f221ecd438d212d943bb095e6922c75",
"body": "### What problem do you want to solve?\n\nCloses #18 \n\n- Add extensive test coverage for interface layer modules\n- test_interface_node_objects.py - Tests for interface DAG node objects\n- test_dates.py - Tests for date handling functionality\n- test_labels.py - Extended label tests\n- test_tt_targets.py \n[…]\n.5 <noreply@anthropic.com>\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Improve test coverage (#75)",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2026-02-12T10:46:13Z",
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{
"oid": "0397cba2c5798215db3f14442f3c149673cb6416",
"body": "Fix #80.\n\n*(curse of dimensionality at work, sorry...)*\n\n---------\n\nCo-authored-by: Marvin Immesberger <immesberger@posteo.de>",
"is_bot": false,
"headline": "Generalise type hints of time conversion functions (#81)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2026-02-11T21:23:43Z",
"body_truncated": false,
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"oid": "d36b549d83731bcb0a4d145f6fc48027101a6a1b",
"body": "Move ty to test feature and other updates following the new template.\n\n---------\n\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\nCo-authored-by: Hans-Martin von Gaudecker <hmgaudecker@gmail.com>",
"is_bot": false,
"headline": "Boilerplate update (#74)",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2026-01-28T10:45:07Z",
"body_truncated": false,
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{
"oid": "2e26d3ff97725d593db9641f9b9b1ddd0349384d",
"body": "- Ran\n[code-simplifier](https://github.com/anthropics/claude-plugins-official/tree/main/plugins/code-simplifier)\non the codebase.\n- Use `pyproject.toml` etc. based on https://github.com/OpenSourceEconomics/ai-instructions/tree/main/boilerplate\n\n---------\n\nCo-authored-by: Marvin Immesberger <74215010+MImmesberger@users.noreply.github.com>\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\nCo-authored-by: Marvin Immesberger <immesberger@posteo.de>",
"is_bot": false,
"headline": "Simplify, update boilerplate code (#69)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2026-01-23T16:56:22Z",
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"oid": "eef66a63166c0b3478489f102b68863f0af8968c",
"body": "Fix #58",
"is_bot": false,
"headline": "Get rid of UnitTest style tests. (#68)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2026-01-21T13:37:03Z",
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"oid": "51f3d8d5de6e7751664339fa3d6376a22f2bd55b",
"body": "Fix #45 using standard glob patterns:\n\n| Pattern element | Meaning |\n|-----------------|---------|\n| `\"exact_name\"` | Matches this exact path segment |\n| `\"prefix*\"` | Matches segments starting with `prefix` |\n| `\"*suffix\"` | Matches segments ending with `suffix` |\n| `\"*infix*\"` | Matches segments c\n[…]\n](https://gettsim--1128.org.readthedocs.build/en/1128/tutorials/visualizing_the_system.html#Glob-patterns-for-flexible-matching).\n- Twin [GETTSIM #1128](https://github.com/ttsim-dev/gettsim/pull/1128)",
"is_bot": false,
"headline": "Better selection mechanism for `node.colormap` in graphs. (#67)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2026-01-18T08:08:14Z",
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"oid": "0768ada5a637472912a242cd9c09ee75e9c2eb13",
"body": "Requires a fix on the dags side in 0.4.2 (see [dags #59](https://github.com/OpenSourceEconomics/dags/pull/59) that popped up in GETTSIM, add a reproducer here.\n\n---------\n\nCo-authored-by: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add Python 3.14 support. (#65)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2026-01-08T17:58:09Z",
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{
"oid": "8a07b104230a0e4eefa481fe70eb67e781f12791",
"body": "Lots of improvements, highlights:\n\n- The typing of `OrigParamSpec` was off. What we had written was \"one of\ntwo exclusive kinds of dictionaries\" where we wanted to write \"One\ndictionaries where key/value pairs can take one of two forms\". Fixed via\na Protocol.\n- Use `TypeAlias` for `OrderedQNames` in\n[…]\nsted_nodes_cannot_be_found` to \n`_fail_if_requested_nodes_not_in_dag` and do not do redundant check on\ninput-dependent interface functions (made a test out of that).\n\n---\n- co-authoed by @MImmesberger",
"is_bot": false,
"headline": "Move from mypy to ty (#63)",
"author_name": "Hans-Martin von Gaudecker",
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"committed_at": "2025-12-23T14:25:48Z",
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"oid": "9c7c7f736d4c8a0bad208be8e77e640b9b4d9cba",
"body": "- Update pixi in GHA.\n- Wrap parsing of options in try-except block so we can run tests in all repos included in dev-gettsim workspace.",
"is_bot": false,
"headline": "Some chores (#62)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-12-21T09:22:48Z",
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{
"oid": "855816a0babe1ebbc90b629f97bb8b07f040dba5",
"body": "<!--pre-commit.ci start-->\nupdates:\n- [github.com/lyz-code/yamlfix: 1.17.0 →\n1.19.0](https://github.com/lyz-code/yamlfix/compare/1.17.0...1.19.0)\n- [github.com/astral-sh/ruff-pre-commit: v0.12.11 →\nv0.14.7](https://github.com/astral-sh/ruff-pre-commit/compare/v0.12.11...v0.14.7)\n- [github.com/kynan/\n[…]\n0.35.0)\n<!--pre-commit.ci end-->\n\n---------\n\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\nCo-authored-by: Hans-Martin von Gaudecker <hmgaudecker@gmail.com>",
"is_bot": true,
"headline": "[pre-commit.ci] pre-commit autoupdate (#59)",
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"body": "Bumps the github-actions group with 3 updates in the / directory:\n[actions/checkout](https://github.com/actions/checkout),\n[prefix-dev/setup-pixi](https://github.com/prefix-dev/setup-pixi) and\n[actions/setup-python](https://github.com/actions/setup-python).\n\nUpdates `actions/checkout` from 5 to 6\n<d\n[…]\n of the specified dependency and ignore\nconditions\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Bump the github-actions group across 1 directory with 3 updates (#61)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-12-16T11:49:37Z",
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"oid": "6d3482c1429f0529a709d65badfcb48ca3c5eb67",
"body": "### What problem do you want to solve?\n\nThis PR\n- renames time converters for flow variables (e.g. earnings **per**\nmonth) from `x_to_y` to `per_x_to_per_y` with x, y being our usual time\nabbreviations.\n- adds time converters for stock variables (e.g. number of unemployment\nperiods on the monthly **level**) named `x_to_y`\n- exposes the stock time converters to make them importable via\n`ttsim.interface_dag_elements`.",
"is_bot": false,
"headline": "Add and expose time converters targeting stocks (#56)",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2025-10-02T07:53:31Z",
"body_truncated": false,
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"oid": "755304bcde926bef7b12f9a8bea8573450d04fb8",
"body": "### What problem do you want to solve?\n\nThe _q to _m automatic time conversion (and the corresponding test) was\nincorrect. This PR fixes that.",
"is_bot": false,
"headline": "Fix _q to _m time conversion. (#55)",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2025-09-15T07:50:31Z",
"body_truncated": false,
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{
"oid": "305f4f8d003b14e6781b7a96f0e7d8aa3d60d6af",
"body": "### What problem do you want to solve?\n\nAdds\n\n- a `fail_if` function that raises an error if a function expects an\narray as an input (because it is natively vectorized), but got passed a\nscalar via `processed_data`\n- a `warn_if` function that raises a warning if\n`tt_function_set_annotations` is `False` (because this disables the\ncheck above).\n\n---------\n\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Raise error if scalar is passed to function expecting an array (#53)",
"author_name": "Marvin Immesberger",
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"committed_at": "2025-09-06T15:07:03Z",
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{
"oid": "591358e1baa7ac950a4ab00da64c35b30ef47a14",
"body": "…d an ambiguous name. (#52)\n\n### What problem do you want to solve?\n\n- `fail_if__input_data_tree_is_invalid` was too strict because it\nallowed for array leafs only. It now also allows for float/int/bool.\nAlso fixed some corresponding bugs down the line.\n- Rename `environment_is_invalid` to `policy_environment_is_invalid` to\nmake clear that this is not about the specialized policy environment.\n\n---------\n\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Fix fail_if checks: input data tree was too greedy and environment ha…",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2025-09-04T12:25:51Z",
"body_truncated": false,
"is_coding_agent": false
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"oid": "b5d8a6ebf7640ad8dc1a5b289e6e02f476d42a56",
"body": "Bumps the github-actions group with 2 updates:\n[actions/checkout](https://github.com/actions/checkout) and\n[prefix-dev/setup-pixi](https://github.com/prefix-dev/setup-pixi).\n\nUpdates `actions/checkout` from 4 to 5\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github\n[…]\n of the specified dependency and ignore\nconditions\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Bump the github-actions group with 2 updates (#50)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-09-01T07:24:46Z",
"body_truncated": true,
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{
"oid": "b08f2e1f61badf375f9d3711a595db927b39e5df",
"body": null,
"is_bot": false,
"headline": "Typo spotted by @JuergenWiemers",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-08-26T16:34:14Z",
"body_truncated": false,
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"oid": "1fda301ebd80577187e2ec1eeb3360707f9699c1",
"body": "Closes #47",
"is_bot": false,
"headline": "Fix test failure on WSL2 due to different DAG execution order (#49)",
"author_name": "JuergenWiemers",
"author_login": "JuergenWiemers",
"committed_at": "2025-08-26T16:20:35Z",
"body_truncated": false,
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"oid": "6404bd3ff65e8ed934a93daf9d7e58209265f092",
"body": "Just updated the heading for v1.1.0",
"is_bot": false,
"headline": "Fix changelog ex post. (#48)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-08-26T09:54:56Z",
"body_truncated": false,
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{
"oid": "d0942d8f25fbd2dc5f97b6007796e95147d2b13c",
"body": "### What problem do you want to solve?\n\nSee discussion in [GETTSIM\n#1073](https://github.com/ttsim-dev/gettsim/issues/1073). Currently, the\ncycler will pick different colors for nodes depending on the contents of\ngraph.\n\nThis PR allows specifying a mapping of tree paths to colours in both\n`plot.dag`\n[…]\nupsert_tree` and `merge_trees`.\n- Re-ordered the arguments to 'main' into blocks: [typical user input]\n[rough interface dag flow]\n\n---------\n\nCo-authored-by: Marvin Immesberger <immesberger@posteo.de>",
"is_bot": false,
"headline": "Plots with colormap and improved descriptions (#44)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-08-26T09:45:25Z",
"body_truncated": true,
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},
{
"oid": "788b727a40da7bf8aadc9803cd6693e87d62334a",
"body": "Small optimization. Considerable impact if `include_fail_nodes=True` and\nthe input data is large.",
"is_bot": false,
"headline": "Optimization for `fail_if.foreign_keys_are_invalid_in_data` (#46)",
"author_name": "JuergenWiemers",
"author_login": "JuergenWiemers",
"committed_at": "2025-08-21T16:51:19Z",
"body_truncated": false,
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"oid": "83de7f68f1acd62bcaf6b920b49864edd48b616c",
"body": "This PR pre-sorts user data by original person ID (`p_id`) to improve\nperformance.\n\n### Key Changes:\n\n- User data is now sorted by original `p_id` early in the pipeline\n(`processed_data`)\n- Introduced a new `sort_indices` interface function that computes\nsorting indices for restoring original row or\n[…]\ner endogenously computed\n`p_id`s are included in the target list, opened #43 related to that\n- Added tests for row order restoration functionality\n- Updated existing tests to work with the sorted data",
"is_bot": false,
"headline": "Pre-sort user data by p_id for performance (#42)",
"author_name": "JuergenWiemers",
"author_login": "JuergenWiemers",
"committed_at": "2025-08-20T08:21:28Z",
"body_truncated": true,
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{
"oid": "8d88fa76958e76c8402840d628045c915a0e343d",
"body": "…s.fail_if` functions (#41)\n\n- The crucial change is in `tt.shared.join`. It looks like we currently\nuse an NxN lookup table; we really shouldn't do that. 😅With this PR,\nruntime complexity is $O(log(n))$ instead of $O(n)$ and memory usage is\n$O(n)$ instead of $O(n^2)$.\n- The optimizations in the `fail_if` functions mostly help the\n\"pre-processing stage\".",
"is_bot": false,
"headline": "Optimizations: `tt.shared.join`, several `ttsim.interface_dag_element…",
"author_name": "JuergenWiemers",
"author_login": "JuergenWiemers",
"committed_at": "2025-08-14T08:12:21Z",
"body_truncated": false,
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},
{
"oid": "ad625be4b02aad01e7ffacbacbf09dfec85589a3",
"body": "Optimize `aggregation_numpy.sum_by_p_id` and small optimization of\n`data_converters.df_with_mapped_columns_to_flat_data`\n\n- I am still trying to pick some low hanging (optimization) fruits. I am\nreaching the point of diminishing returns (which is good!).\n- I tried to be minimally invasive. I only re\n[…]\n7 1.22x Complete execution \n--------------------------------------------------------------------------------------------------------------------------------------------\n```",
"is_bot": false,
"headline": "Improve performance of `aggregation_numpy` and `data_converters` (#40)",
"author_name": "JuergenWiemers",
"author_login": "JuergenWiemers",
"committed_at": "2025-08-12T05:15:25Z",
"body_truncated": true,
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{
"oid": "97dea8a9add9dd8218c5f8c494b388c150d9b7f7",
"body": "### What problem do you want to solve?\n\nThe `all_paths` selection type shows all paths that connect any primary\nnodes. There must be at least two primary nodes.",
"is_bot": false,
"headline": "Plotting: Replace `nodes` selection type with `all_paths` (#38)",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2025-08-09T18:54:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bae8342b06708de6fcbf88602bffaf4ebea5bedb",
"body": "### What problem do you want to solve?\n\nCloses #33\n\nAlso adds `SpecializedEnvironmentForPlottingAndTemplates` as an argument\nto `main`.\n\n---------\n\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Pass all arguments of main via class methods (#37)",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2025-08-09T14:48:06Z",
"body_truncated": false,
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},
{
"oid": "355e17769378ab17b69dac838ccad3e9cdd094e6",
"body": null,
"is_bot": false,
"headline": "Fix (?) security permissions for GHA workflow. (#36)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-08-09T06:08:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5cebf9a184eeeacb70672a9717f595801c5583fe",
"body": "…lisher set up) (#35)",
"is_bot": false,
"headline": "Remove token from publish-to-pypi (counterproductive with trusted pub…",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-08-09T05:53:48Z",
"body_truncated": false,
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{
"oid": "18bbce2bc54ce74410338b37274374e70ad90cc7",
"body": "…ased on `policy_input`s (#32)\n\n### What problem do you want to solve?\n\nCloses #27, #30, #24\n\nThis PR fixes the root problem of many issues we had with the\ncreation of templates and plotting: derived functions are part of the\n`specialized_environment` only if they can be build from input data or\noth\n[…]\n53113+pre-commit-ci[bot]@users.noreply.github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Hans-Martin von Gaudecker <hmgaudecker@gmail.com>",
"is_bot": false,
"headline": "Build inputs template and plotting DAG from specialized environment b…",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2025-08-09T05:32:05Z",
"body_truncated": true,
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},
{
"oid": "57cc3536b3a4df5360d6d7eba9178769d32b2020",
"body": "- Improve speed of pandas -> jax array conversion by going via numpy.\n- Improve duplicate detection algorithm.\n- Speed improvement is more than 12-fold in some cases.",
"is_bot": false,
"headline": "Optimize JAX performance in data preparation pipeline (#34)",
"author_name": "JuergenWiemers",
"author_login": "JuergenWiemers",
"committed_at": "2025-08-08T15:08:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c69ccd08d0002b496029d5d9934ae61f442d1b77",
"body": "### What problem do you want to solve?\n\nThe TT DAG has orphan nodes when not selecting a target via\n`NodeSelector`.\n\n- Those nodes are: `evaluation_x`, `policy_x` for `x \\in [\"year\",\n\"month\", \"day\", \"date\"]`\n- They are part of the DAG because they are `policy_inputs`\n- They are orphaned if they are \n[…]\nnction`s\n(in GETTSIM), not `policy_function`s.\n\nIf this is the case, this PR removes the explicitly from the plotting\nDAG.\n\n---------\n\nCo-authored-by: Hans-Martin von Gaudecker <hmgaudecker@gmail.com>",
"is_bot": false,
"headline": "Remove orphaned nodes from tt dag (#23)",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2025-08-01T06:58:21Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "23bfd12dd05b0b8d38195f6c207f777ade3afceb",
"body": "- Move `mettsim` into its own folder and package, which mirrors the\nstructure of `gettsim` in that it has subfolders `middle_earth` and\n`tests_middle_earth`.\n- Use imported `middle_earth.ROOT_PATH` instead of `METTSIM_ROOT`s\ndefined in dozens of files.\n- [unrelated] In `./pyproject.toml`, use `hatch-vcs` instead of\n`hatch_vcs` since conda linter complained.",
"is_bot": false,
"headline": "Improve \"packaging\" of METTSIM (#22)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-07-28T08:43:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e5efdbb9950f46341c432eef1adb0c34d467d11d",
"body": null,
"is_bot": false,
"headline": "Fix changelog. (#21)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-07-27T13:51:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a53ba806ceaa08956943586086eb44ca5943f321",
"body": "Mostly motivated by a corresponding GETTSIM PR, this does the following:\n\n- Rename the `mettsim` / `mettsim_tests` directories to `middle_earth`\nand `tests_middle_earth`\n- Rename the `test_data` directory to `policy_cases` and adjust function\nnames.",
"is_bot": false,
"headline": "Clearer architecture (#19)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-07-27T13:37:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "87227c2cd1d00cb7eeda18163266576f9153399d",
"body": "### What problem do you want to solve?\n\nAdds the param type `sparse_to_consecutive_int_lookup_table` alongside\nof `convert_sparse_to_consecutive_int_lookup_table`.\n\n---------\n\nCo-authored-by: Hans-Martin von Gaudecker <hmgaudecker@gmail.com>",
"is_bot": false,
"headline": "Add type for sparse dict with integer keys param (#17)",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2025-07-27T07:08:43Z",
"body_truncated": false,
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},
{
"oid": "3ee64da3a99454ec087814678906217fbdbc6ae2",
"body": "- As discussed in [GETTSIM\n#1055](https://github.com/ttsim-dev/gettsim/pull/1055), we sometimes\nwant to fail or issue a warning if a certain node is visited in the\ngraph. This PR adds a mechanism for that along with corresponding tests\n- Implementation: \n - All `ColumnObjects` and `ParamFunctions` \n[…]\ned that `tt_dag` is a better name\nfor `tax_transfer_dag` as we are using that abbreviation much more\nextensively that 'tax_transfer' by now. Renamed, same for\n`tax_transfer_function` -> `tt_function`.",
"is_bot": false,
"headline": "Add fail/warn mechanism to ColumnObjects and ParamFunctions (#16)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-07-26T11:08:28Z",
"body_truncated": true,
"is_coding_agent": false
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{
"oid": "4d049b1b3a97089c2aad00cb98165e4d0964bb28",
"body": "Fix another GETTSIM test failure with Jax 0.7.0.\n\nAdd test and fix.",
"is_bot": false,
"headline": "Do not call len() on unsized arrays (#15)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-07-26T05:00:00Z",
"body_truncated": false,
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"oid": "cbf0e4c5c810a77618fcab90d9b480adc9335fef",
"body": "…_changed' (#14)\n\nDoing so yields an error with Jax 0.7.0",
"is_bot": false,
"headline": "Do not loop over the attributes of Jax arrays in 'fail_if.backend_has…",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-07-26T04:16:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6d9a098b45dbe96f90330c67b8b6587427ae62b8",
"body": "### What problem do you want to solve?\n\nAs suggested\n[here](https://github.com/ttsim-dev/gettsim/pull/1056#pullrequestreview-3056621461).\n\n---------\n\nCo-authored-by: Hans-Martin von Gaudecker <hmgaudecker@gmail.com>",
"is_bot": false,
"headline": "Put plotting functions in `ttsim.plot.dag` namespace (#13)",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2025-07-26T03:57:34Z",
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{
"oid": "58818e63bd807672c095bc8ec7661039f5fd89a4",
"body": "### What problem do you want to solve?\n\nI tried both versions (with/without fail nodes) using GETTSIM's tests\nwith the py13 environment and backend numpy. 52 vs 53 seconds, so should\nbe no big deal turning it on.",
"is_bot": false,
"headline": "Turn on `fail_if` nodes when running policy tests (#12)",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2025-07-25T19:47:18Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "9fb394ccdc83a733b17d012f85d92c91831c4910",
"body": "### What problem do you want to solve?\n\n@JuergenWiemers pointed out that some nodes are missing when calling\n`plot_tt_dag`.\n\nIt turned out that there were two bugs:\n1. When using `NodeSelector`, we didn't add the \"main\" node to the DAG\n(`nx` doesn't do so automatically)\n2. We still had an `include_o\n[…]\ntion of `evaluation_x`, `policy_x`, `xnp`,\n`dnp` and friends. This caused `policy_inputs` and some other nodes to\nbe thrown out of the DAG. I removed the argument completely, we don't\nneed it anymore.",
"is_bot": false,
"headline": "Fix several bugs in `plot_tt_dag` (#11)",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2025-07-25T19:21:23Z",
"body_truncated": true,
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{
"oid": "44a38d263aee7fd23bda0e694d4179b4eed35de9",
"body": "### What problem do you want to solve?\n\n- Fix #4 \n- Had to change quite a few tests which should have failed for other\nreasons, but where this error came first now.\n- Update pixi on GHA\n\n---------\n\nCo-authored-by: Marvin Immesberger <immesberger@posteo.de>",
"is_bot": false,
"headline": "Raise error when passing data but no targets (#9)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-07-25T17:33:50Z",
"body_truncated": false,
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"oid": "e10fd6d189dfed950ac48862e7e1f1a7b7493dba",
"body": "Closes #7",
"is_bot": false,
"headline": "Allow for input data as targets. (#8)",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2025-07-25T09:33:21Z",
"body_truncated": false,
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"body": "Fail if the leaf name of an object in the policy environment differs from the last element of the path",
"is_bot": false,
"headline": "Merge pull request #6 from ttsim-dev/fail_if_leaf_name_diff",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
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"body": null,
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"headline": "Fix workflow file, exclude elements need to be atomic.",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
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"body": null,
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"headline": "Remove leaf name attribute from ParamObjects.",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
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"body": null,
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"headline": "Don't specify default value to make things easier to read; renamings.",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-07-25T07:25:29Z",
"body_truncated": false,
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{
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"body": "…eaks that come from formatter).",
"is_bot": false,
"headline": "Simplify fail function, correct regex in test (never depend on linebr…",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
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"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "Improve error message a bit.",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2025-07-24T20:20:44Z",
"body_truncated": false,
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{
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"body": null,
"is_bot": false,
"headline": "Fail if leaf name is different than last path element.",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2025-07-24T20:17:38Z",
"body_truncated": false,
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{
"oid": "2ebbfa1a3a2920e16d2cbee5203bc8c4d34de4b9",
"body": "…me package to ttsim-backend because PyPI decided it was too similar to an existing package.",
"is_bot": false,
"headline": "Renamings as described in PR #3 (history was messed up), have to rena…",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
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"headline": "Initial standalone TTSIM",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
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"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "Add mac object to gitignore, wording in question template.",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2025-07-24T10:24:03Z",
"body_truncated": false,
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{
"oid": "5a9302d6d4b5b98a9b1134fb29b5fe2bc054f4a3",
"body": "… function.",
"is_bot": false,
"headline": "Allow not requiring correct type annotations in the taxes & transfers…",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-07-24T09:20:50Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "Add comment to params schema file.",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-07-24T09:03:02Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "Fix versioning.",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-07-24T08:24:41Z",
"body_truncated": false,
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},
{
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"body": null,
"is_bot": false,
"headline": "Initial shot of removing GETTSIM.",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-07-24T08:11:47Z",
"body_truncated": false,
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{
"oid": "ad1d40e347f11a2f15c45cd8a01aaea8b5577097",
"body": null,
"is_bot": false,
"headline": "Remove explicitly adding group ID to template, see issue #1051.",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2025-07-23T17:17:35Z",
"body_truncated": false,
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{
"oid": "5fe956fc8a8d1c5b9ae55a40d389ea105254b4b9",
"body": "### What problem do you want to solve?\n\n- [x] Add a GEP for the revamped interface\n- [x] Update earlier GEPs to reflect the changes that have become\nnecessary after GEP 6 (since our documentation is small, it does not\nmake sense to keep outdated things around).\n- [x] Add the finalised schema from #8\n[…]\nppendix to GEP 3\n\n[Resolution on Zulip.](https://gettsim.zulipchat.com/#narrow/channel/309998-GEPs/topic/GEP.2007/near/530389224)\n\n---------\n\nCo-authored-by: Marvin Immesberger <immesberger@posteo.de>",
"is_bot": false,
"headline": "GEP 7 and updates to GEPs 1-5 necessitated by GEP 6 (#855)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-07-23T16:42:25Z",
"body_truncated": true,
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{
"oid": "84daa3c28155261741f363d18d7292bd794f78ab",
"body": "…omatically created function (#1050)\n\n### What problem do you want to solve?\n\nCloses #1049\n\n---------\n\nCo-authored-by: Hans-Martin von Gaudecker <hmgaudecker@gmail.com>",
"is_bot": false,
"headline": "Allow input template creation when path to root node traverses an aut…",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2025-07-23T16:31:42Z",
"body_truncated": false,
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},
{
"oid": "b88e3e1615af3242dde3b45965b12f4461cf0e22",
"body": "…994 (#1048)\n\nCheck whether the structure of the paths matches. E.g.:\n\n- `input_data={\"df_and_mapper\": None}`: Fails because there needs to be\na dict below \"df_and_mapper\"\n- `input_data={\"not_around\": None}`: Fails because `not_around` is not a\nvalid child of `input_data`\n- `not_around=None`: Fails because not around is not a valid root node\n(already taken care of by Python itself when calling `main`, but let's\nbe pedantic...)",
"is_bot": false,
"headline": "Raise an error if invalid input paths are provided to `main`, fixes #…",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-07-23T14:23:36Z",
"body_truncated": false,
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{
"oid": "205f3585d90f780cd3794ce0cb813ba5d4d757e2",
"body": "Add `fail_if.backend_has_changed`. \n\nLessons learned:\n- Numpy can handle Jax arrays (see test)\n- Jax can handle NumPy arrays that are passed as the processed data (see\ntest)\n- The problematic case are parameters that are partialled to functions.\nUnfortunately, these are typically custom objects. We to loop over them and\ncheck whether any of them happens to be a numpy array",
"is_bot": false,
"headline": "Fail if backend has changed (#1046)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-07-23T14:15:25Z",
"body_truncated": false,
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"oid": "3437b127aee77aba704f97879c3bfa5729db279c",
"body": "Fixes #869\n\n- Raise an error when type-conversion calls like float, int, etc. are encountered\n- Raise an error when augmented assignment (+= and -= and *= and /= and friends) are encountered\n- Remove some tests that actually relied on that behavior, make test numbering consistent.",
"is_bot": false,
"headline": "Raise more errors during vectorization (#1043)",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-07-23T09:37:47Z",
"body_truncated": false,
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{
"oid": "e4e7ada6c81c8829d2aeef07838b2cf5b6b2da63",
"body": "### What problem do you want to solve?\n\nCloses #999 \n\nFails if any `param_function` depends on a `ColumnObject`, with the\nexception being `evaluation_x` and `policy_x` (they are `PolicyInputs`).\n\n---------\n\nCo-authored-by: Hans-Martin von Gaudecker <hmgaudecker@gmail.com>",
"is_bot": false,
"headline": "Fail if ParamFunctions depends on ColumnObjects (#1044)",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2025-07-23T08:12:22Z",
"body_truncated": false,
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"oid": "30662fa06b8e08612c3a55f2cd68a20de4863567",
"body": "This reverts commit 6f12a598df1a216d123617b94a9cbb534499f20f.",
"is_bot": false,
"headline": "Revert \"Fail if param functions depend on policy functions.\"",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2025-07-22T15:45:20Z",
"body_truncated": false,
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"oid": "6f12a598df1a216d123617b94a9cbb534499f20f",
"body": null,
"is_bot": false,
"headline": "Fail if param functions depend on policy functions.",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2025-07-22T15:44:45Z",
"body_truncated": false,
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{
"oid": "cbf95c1fddc77955384e41fcdf62007cb256f9f8",
"body": null,
"is_bot": false,
"headline": "Had merged without double-checking all tests...",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-07-22T13:26:00Z",
"body_truncated": false,
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{
"oid": "3f3532215a3d3d4827e79bf68e7680a6a42294f1",
"body": "*Leaving the almost-unedited stuff from Claude Code here for\ndemonstration purposes*\n\n## Summary\n\n- Implements `copy_environment` function to address issue #1008\n- Provides proper copying of policy environments containing unpickleable\nfunction objects\n- Available in both `ttsim` and `gettsim` namesp\n[…]\n--\n\nCo-authored-by: Marvin Immesberger <74215010+MImmesberger@users.noreply.github.com>\nCo-authored-by: Claude <noreply@anthropic.com>\nCo-authored-by: Hans-Martin von Gaudecker <hmgaudecker@gmail.com>",
"is_bot": false,
"headline": "Add copy_environment function (#1008) (#1042)",
"author_name": "Tim Mensinger",
"author_login": "timmens",
"committed_at": "2025-07-22T13:01:05Z",
"body_truncated": true,
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},
{
"oid": "6e4f869a52532b35a7745d5d2f14ffdbdf469f0e",
"body": "### What problem do you want to solve?\n\nCloses #757\n\nIn fact, any occurences of automatically created cycles reported in #757\nhave already been solved via the namespaces structure.\n\nIn ALG2 we have\n\n```python\n@policy_function(start_date=\"2005-01-01\")\ndef wohnfläche(\n wohnen__wohnfläche_hh: float,\n[…]\nrbeitslosengeld_2__wohnfläche`.\n\nStill, thanks to the work done by Lars in the past, a general TTSIM\nsolution was easy to implement because it just copies the logic done for\ntime-conversion functions.",
"is_bot": false,
"headline": "Don't create DAG cycles via automatically added functions (#1041)",
"author_name": "Marvin Immesberger",
"author_login": "MImmesberger",
"committed_at": "2025-07-22T12:46:52Z",
"body_truncated": true,
"is_coding_agent": false
},
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"body": null,
"is_bot": false,
"headline": "Fix links, formatting, add 1041.",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-07-22T10:32:47Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "Fix links.",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-07-22T09:58:39Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "Update changelog.",
"author_name": "Hans-Martin von Gaudecker",
"author_login": "hmgaudecker",
"committed_at": "2025-07-22T09:52:18Z",
"body_truncated": false,
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{
"oid": "43279825e47409637e75a6b2ccc9f7214b9dc25f",
"body": "### What problem do you want to solve?\n\nThis PR gets the input names (+docstrings) of \"vorjahr\" and similar inputs straight\nand puts them in the correct namespaces.",
"is_bot": false,
"headline": "Vorjahr input names and their namespaces (#1040)",
"author_name": "Marvin Immesberger",
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"points": 6.1,
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"details": [
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"code": "owner_followers",
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"max_points": 25
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{
"key": "track_record",
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"detail": "7 public repos, account ~1 yr old",
"points": 9.4,
"status": "partial",
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{
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{
"key": "package_maintenance",
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"note": null,
"notes": [],
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"components": [
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{
"key": "publish_recency",
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"points": 35,
"status": "met",
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"code": "publish_recency",
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{
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"points": 20,
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"max_points": 20
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{
"key": "not_deprecated",
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"points": 20,
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{
"code": "package_not_deprecated",
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],
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},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
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"weight": 0.2,
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"note": null,
"notes": [],
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"code": "ci_workflows",
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{
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{
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{
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"notes": [],
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{
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"key": "wiki",
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]
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],
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{
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"weight": 0.16,
"metrics": [
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{
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"points": 0,
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"points": 2.5,
"status": "met",
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{
"key": "cii_best_practices",
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"points": 0,
"status": "missed",
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{
"key": "code_review",
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"points": 6.8,
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"points": 2.5,
"status": "met",
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{
"key": "dangerous_workflow",
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"points": 10,
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{
"key": "dependency_update_tool",
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"points": 7.5,
"status": "met",
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{
"key": "fuzzing",
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"points": 0,
"status": "missed",
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{
"key": "license",
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"points": 2.5,
"status": "met",
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{
"key": "maintained",
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"points": 7.5,
"status": "met",
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"max_points": 7.5
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{
"key": "packaging",
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"points": 5,
"status": "met",
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},
{
"key": "pinned_dependencies",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
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"points": 0,
"status": "missed",
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{
"key": "security_policy",
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"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
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{
"key": "signed_releases",
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"points": 0,
"status": "excluded",
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"code": "no_data",
"params": {}
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],
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{
"key": "token_permissions",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
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{
"key": "vulnerabilities",
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"points": 7.5,
"status": "met",
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"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
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"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:ttsim-backend@1.2.1 runtime dependency closure — what installing the published package pulls in — 49 packages. Reachability is not analyzed.",
"notes": [
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{
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"value": 100,
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"direct_affected_packages": 0
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"components": [
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"points": 35,
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"max_points": 35
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{
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"points": 25,
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{
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"status": "excluded",
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"note": null,
"notes": [],
"value": 100,
"inputs": {
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"warnings": [
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