Звіт у форматі JSON машиночитний
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 886,
"has_wiki": true,
"homepage": null,
"languages": {
"Rust": 646692,
"Python": 96522
},
"pushed_at": "2026-07-27T08:41:32Z",
"created_at": "2026-07-16T07:35:05Z",
"owner_type": "User",
"updated_at": "2026-07-27T08:42:35Z",
"description": "Fast PostgreSQL / MySQL / BigQuery → ClickHouse or BigQuery ETL: a native Rust engine driven from a small, typed Python API.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Rust",
"significant_languages": [
"Rust",
"Python"
]
},
"owner": {
"blog": null,
"name": "M Mirza Fahmi",
"type": "User",
"login": "mmirzafahmi",
"company": "Fore Coffee",
"location": "Jakarta, Indonesia",
"followers": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/18754675?v=4",
"created_at": "2016-04-30T18:29:22Z",
"is_verified": null,
"public_repos": 21,
"account_age_days": 3739
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.12.1",
"kind": "patch",
"published_at": "2026-07-27T06:47:41Z"
},
{
"tag": "v0.12.0",
"kind": "minor",
"published_at": "2026-07-27T05:18:13Z"
},
{
"tag": "v0.11.0",
"kind": "minor",
"published_at": "2026-07-27T04:42:34Z"
},
{
"tag": "v0.10.0",
"kind": "minor",
"published_at": "2026-07-27T03:54:03Z"
},
{
"tag": "v0.9.0",
"kind": "minor",
"published_at": "2026-07-26T18:10:18Z"
},
{
"tag": "v0.8.0",
"kind": "minor",
"published_at": "2026-07-26T17:34:49Z"
},
{
"tag": "v0.7.2",
"kind": "patch",
"published_at": "2026-07-26T16:52:49Z"
},
{
"tag": "v0.7.1",
"kind": "patch",
"published_at": "2026-07-26T16:41:06Z"
},
{
"tag": "v0.7.0",
"kind": "minor",
"published_at": "2026-07-26T07:39:38Z"
},
{
"tag": "v0.6.1",
"kind": "patch",
"published_at": "2026-07-26T07:10:14Z"
},
{
"tag": "v0.6.0",
"kind": "minor",
"published_at": "2026-07-26T04:51:33Z"
},
{
"tag": "v0.5.0",
"kind": "minor",
"published_at": "2026-07-25T17:30:59Z"
},
{
"tag": "v0.4.0",
"kind": "minor",
"published_at": "2026-07-25T15:55:35Z"
},
{
"tag": "v0.3.5",
"kind": "patch",
"published_at": "2026-07-25T14:50:53Z"
},
{
"tag": "v0.3.4",
"kind": "patch",
"published_at": "2026-07-24T09:36:53Z"
},
{
"tag": "v0.3.3",
"kind": "patch",
"published_at": "2026-07-23T20:18:35Z"
},
{
"tag": "v0.3.2",
"kind": "patch",
"published_at": "2026-07-23T08:41:26Z"
},
{
"tag": "v0.3.1",
"kind": "patch",
"published_at": "2026-07-22T15:25:52Z"
},
{
"tag": "v0.3.0",
"kind": "minor",
"published_at": "2026-07-22T06:52:21Z"
},
{
"tag": "v0.2.4",
"kind": "patch",
"published_at": "2026-07-20T04:15:09Z"
},
{
"tag": "v0.2.3",
"kind": "patch",
"published_at": "2026-07-17T09:39:36Z"
},
{
"tag": "v0.2.2",
"kind": "patch",
"published_at": "2026-07-17T09:14:36Z"
},
{
"tag": "v0.2.1",
"kind": "patch",
"published_at": "2026-07-17T07:08:10Z"
},
{
"tag": "v0.2.0",
"kind": "minor",
"published_at": "2026-07-17T03:28:22Z"
},
{
"tag": "v0.1.1",
"kind": "patch",
"published_at": "2026-07-16T10:05:49Z"
},
{
"tag": "v0.1.0",
"kind": "minor",
"published_at": "2026-07-16T09:28:43Z"
}
],
"recent_commits": [
{
"oid": "5ba06aa9b0a242a3309bfef556dd1c736a543007",
"body": "The optional extra the handoff flagged: a three-column card trio\n(full / incremental / append) at the top of guide/sync-modes, each\nlinking to its section, with the current mode accent-bordered. Adds the\n.qh-modes styles to quickhouse-console.css (section 5).",
"is_bot": false,
"headline": "Docs: add .qh-modes mode cards to the Sync modes guide",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-27T08:41:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6efa0fe97d416a300906a0b2889da815e26516e2",
"body": "Progressive-enhancement JS for the hand-authored landing hero (regular\ncode blocks keep sphinx-copybutton):\n\n- Install button and the panel \"copy\" label copy to the clipboard, with\n \"copied ✓\" feedback; copy targets the currently visible tab panel.\n- Tab strip (full refresh / incremental / CLI) swi\n[…]\n.md, hidden by default so the\n page degrades to the full-refresh panel without JS.\n- quickhouse-console.css is untouched; cursor/role/hidden state set in JS.\n\nRegistered via html_js_files in conf.py.",
"is_bot": false,
"headline": "Docs: make the hero copy buttons and code tabs live",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-27T08:38:16Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "6efeb762a289e1690864e475ea697be195a79827",
"body": "Replaces the improvised Console pass with the authoritative handoff\nbundle (design_handoff_quickhouse_console).\n\n- _static/quickhouse-console.css: the whole theme — both-scheme tokens,\n shell overrides, API-reference styling, landing components, and the\n sticky top-nav bar.\n- _templates/page.html:\n[…]\n \"why\" as a\n {raw} html block.\n- conf.py: register the stylesheet + template, single mark for both\n schemes, pygments monokai for dark.\n\nRetires the improvised custom.css / logo.svg / logo-dark.svg.",
"is_bot": false,
"headline": "Docs: ship the \"Console\" theme from the design handoff",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-27T08:29:15Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "dec441c69d82e4fead731ee8c6c6c871c64662bb",
"body": "Implements the \"Console\" direction (1b dark + 2a light) from the design\nproject — one theme, two schemes.\n\n- Logo redesigned as the two-chevron Console mark (square caps): deep\n teal + gold on light, neon #2ee6b0 + #ffe94a on dark. New logo.svg,\n logo-dark.svg, and a rounded-tile favicon.svg.\n- Ty\n[…]\nonf.py; syntax colors repainted per scheme in custom.css.\n- Landing rebuilt to the Console hero: eyebrow, headline, install+copy,\n spec chips, CTA, and a code panel with a TransferResult output pane.",
"is_bot": false,
"headline": "Docs: adopt the \"Console\" theme for the Read the Docs site",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-27T07:26:56Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "599be44fe89e7d653f1fac75a5e49f1cdd5de80d",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.12.1",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-27T06:47:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0a09c2795409021e350a9b6c6168d7eb9a947434",
"body": "Replace the closed `Sink` enum with an `#[async_trait]` `trait Sink:\nSend + Sync`, dispatched as `Arc<dyn Sink>` and built via `build_sink()`.\nEach built-in destination (ClickHouse, BigQuery) becomes a trait impl that\ndelegates to its existing inherent methods; the engine-specific capabilities\n(stag\n[…]\nf the public-readiness overhaul). Pure internal\nrefactor: no Python-API change and byte-identical transfer behavior — the full\nexisting suite (212 core tests, clippy -D warnings, maturin) stays green.",
"is_bot": false,
"headline": "Refactor: object-safe Sink trait as the destination extension seam",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-27T06:47:34Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "85aac7476adc7edd0f52cc13fb7de94ec2e08a23",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.12.0",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-27T05:18:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "522c6bcfef34fc859e4806536866d27d549ae81d",
"body": "Completes the generic HTTP source whose core landed in the previous commit:\n- Python `HttpApi` pyclass (url + declared columns; method/headers/body,\n format=json|csv, records_path, next_cursor_path/cursor_param cursor\n pagination, state_id, from/to/lookback_days), with a secret-redacting\n __repr_\n[…]\nading) + CHANGELOG.\n\nVerified: 212 core tests, clippy -D warnings clean, maturin builds, DB-free that\nHttpApi constructs (json+csv), redacts auth headers, and rejects a bad format /\nlone cursor param.",
"is_bot": false,
"headline": "Feat: HttpApi Python binding + docs (completes the generic HTTP source)",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-27T05:18:03Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "9cf3e01fdc5f218f5aa167746130ee54efae56e2",
"body": "Add a docs/ tree (guide, CLI, API, examples, changelog) with a Sphinx\nconf.py and .readthedocs.yaml build config, point the pyproject\nDocumentation URL at readthedocs.io, and gitignore the Sphinx build\noutput and generated shim.",
"is_bot": false,
"headline": "Docs: Sphinx / ReadTheDocs documentation site",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-27T05:06:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "577b703397cc19625717e9ccd5b698d638dead70",
"body": "Add HttpApiConfig/HttpFormat and an HttpApiSource that reads from any\nHTTP endpoint: configurable method/headers/body, {from}/{to} date-token\nsubstitution, JSON (dotted records_path) or CSV bodies, optional cursor\npagination, and a state_id for the incremental watermark. Wire it into\nthe SourceConfig enum, the API transfer path, and the crate re-exports.",
"is_bot": false,
"headline": "Feat: generic HTTP/REST + CSV API source",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-27T05:06:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7ac4c7bdcbe0e3cead5a0a20e7c280dd05744aa5",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.11.0",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-27T04:42:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f9be482910c2adf28291eb865f1d88cd99dbc450",
"body": "Line-wraps a few long map_err/format! chains added since the 0.7.2 rustfmt pass\nthat weren't re-run through `cargo fmt` (clippy + tests were checked each time,\nbut not `cargo fmt --check`). Semantics-preserving; makes the tree pass the CI\nfmt gate. `cargo fmt --all --check` is now clean across the workspace.",
"is_bot": false,
"headline": "style: rustfmt the C1/C2/mTLS hand-edits",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-27T04:42:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bc1ab45b0569a6570f716cb91ae93f9dcecdf4ad",
"body": "…ot just BigQuery\n\nC4 (first half). The API transfer already runs through the destination-agnostic\n`Sink` abstraction, so the only real work was:\n- Drop the \"API source only supports BigQuery\" gate (ensure_api_dest_supported\n removed) — full/incremental/append all work against ClickHouse via the sa\n[…]\n) + section framing\n+ .pyi; CHANGELOG. 209 core tests, clippy -D warnings clean, maturin builds,\ntwine check passes. (The generic HTTP source and the Source/Sink traits refactor\nremain as follow-ups.)",
"is_bot": false,
"headline": "Feat: HTTP API sources (CleverTap/AppsFlyer) can target ClickHouse, n…",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-27T04:40:04Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "b7d3038a8f7ebc684ed02c186f951f2e990be3ed",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.10.0",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-27T03:54:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9fdb1f30b2f9bfec168db75bce202dfe2364bce8",
"body": "…rces\n\nThe deferred C2 auth piece. Additive — omitting the new fields keeps the prior\nno-client-auth behavior; passing only one of the pair is a clear config error.\n\n- `Postgres`/`MySQL` gain `client_cert_file` + `client_key_file` (config +\n pyclass + From arms). Postgres: `tls_connector` loads the\n[…]\n warnings clean, maturin builds, DB-free that\nthe mTLS params bind and secrets stay redacted. The TLS handshake itself isn't\nlive-verifiable in-sandbox (no client-cert server) — confirm on real infra.",
"is_bot": false,
"headline": "Feat: mTLS (client-certificate auth) for the PostgreSQL and MySQL sou…",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-27T03:53:55Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "5e0857ce68077c850b940674c5f9ae02fea11af9",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.9.0",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T18:10:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5e0727d4d0ca7c06ddf8f82d52bc9ca7d82ab8fd",
"body": "…ete fields\n\nC2 of the generality work; additive, default behavior unchanged. mTLS deferred\nto adopter demand.\n\n- BigQuery: inline `credentials_json` (service-account key contents, e.g. from a\n secrets manager) alongside credentials_file/ADC; takes precedence when both\n set. Shared `resolve_bq_cli\n[…]\n -D warnings clean, maturin builds, and DB-free\nthat discrete fields construct + redact secrets, dsn/fields validation errors,\nand credentials_json binds. Auth paths aren't live-verifiable in-sandbox.",
"is_bot": false,
"headline": "Feat: richer auth — BigQuery inline credentials_json + PG/MySQL discr…",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T18:10:09Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "da3330851ae03d7b95b5033af1e40fe57668dd90",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.8.0",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T17:34:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e8ba37c607466f4acb0e93f92726cd38cd39d499",
"body": "C1 of the generality work; additive, default behavior byte-identical.\n\n- Three new sync() arguments (defaults preserve prior behavior):\n * state_table_name (default _quickhouse_state) — the internal watermark/\n chunk-cursor bookkeeping table, for teams with table-naming policies.\n Threaded th\n[…]\nI section, dropped the \"no CLI yet\" limitation) +\nexamples/job.toml. Verified: 207 core tests, clippy -D warnings clean, maturin\nbuilds, CLI --version + env-expand + descriptor redaction work DB-free.",
"is_bot": false,
"headline": "Feat: configurable internal names + a CLI (quickhouse run job.toml)",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T17:32:00Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "d12a0e7b8ecd2c8d7aaf5b4575ff185f490d1b15",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.7.2",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T16:52:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "09b28e8d794d9281437ae84441cd77c6eda96857",
"body": "…al docs\n\nPhase B of the public-readiness pass — adoption/contribution friction, no\nlibrary API change.\n\n- examples/: runnable end-to-end scripts (Postgres->ClickHouse, incremental,\n MySQL->BigQuery, CleverTap append->BigQuery) + an index README.\n- CI: run the full .[test] deps so the MySQL and S3-\n[…]\ncreated_at/updated_at in the pruning examples).\n\nVerified: examples + benchmark py_compile, CI YAML valid, twine check still\npasses; no Rust/behavior change (the .rs reformat is the preceding commit).",
"is_bot": false,
"headline": "DX: examples, CI matrix + lint gates, community templates, experiment…",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T16:52:25Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "3380199bbb2de385415f7874e9375e64c2b1ed1c",
"body": "Mechanical `cargo fmt --all` reformat (no semantic change) so the new CI\n`cargo fmt --check` gate is meaningful and matches CONTRIBUTING's instruction.\nVerified: 207 core tests pass and clippy -D warnings is clean after formatting.",
"is_bot": false,
"headline": "style: adopt rustfmt across the workspace",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T16:52:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f69267911638f83fb8e9bc38139ad19dfa522398",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.7.1",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T16:41:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1022b41b42393ff49e988c46c9e68d1ef5d1f946",
"body": "Phase A of the public-readiness pass — polish for the PyPI/GitHub launch, no\ncode/behavior change.\n\n- README: correct the prebuilt-wheel platform list to match release.yml (Linux\n x86_64, macOS Apple Silicon, Windows x64; other platforms build from sdist);\n add a pre-1.0 stability note, a \"when to\n[…]\ne description + add keywords/categories/\n readme; set publish=false on both crates (ship only as the Python wheel today).\n\nVerified: twine check PASSED on the sdist, cargo metadata clean, TOML valid.",
"is_bot": false,
"headline": "Docs/packaging: public-readiness launch hygiene (no behavior change)",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T16:40:25Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "0d20624cf8ca3fcb93c66ec65d3912fda718c781",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.7.0",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T07:39:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9c645b9a2d7619f639bd9e6cb33c539f5c6f39e3",
"body": "Three production-scale controls for the CleverTap/AppsFlyer -> BigQuery path\n(from the 907M-row ct_user_events report), all opt-in and default-inert.\n\n- mode=\"append\" (API sources only): bronze-landing write — insert each window's\n rows straight into the destination with NO staging/merge/swap and n\n[…]\n prune + delete.\nNew Sink::current_row_count reused (0.6.1). RECORD/STRUCT declaration deferred to\na later release per plan. 207 core tests (+7), clippy clean, maturin builds,\nnew kwargs bind DB-free.",
"is_bot": false,
"headline": "Feat: API-source append mode, lookback_days, window-scoped MERGE delete",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T07:39:18Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "e8fe04ad1a1b1578dcbf041d39abbda2f6836ba2",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.6.1",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T07:10:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "824fd10d2bf340692a31ab7b5584e89753a42c91",
"body": "… guards\n\nCleverTap's top-level `ts` (region sg1 and others) is a 14-digit\n`yyyyMMddHHmmSS` packed integer, NOT epoch seconds. parse_ts_micros parsed it\nas an i64 and `* 1_000_000` overflowed to None -> the value coerced to NULL, so\na declared TIMESTAMP/DATETIME column came out 100% NULL while the r\n[…]\n unaffected (its `%Y-%m-%d %H:%M:%S` civil timestamps already parsed;\nverified byte-for-byte against the legacy pipeline). 201 core tests, clippy\nclean, maturin builds, __repr__ still redacts secrets.",
"is_bot": false,
"headline": "Fix: CleverTap ts packed-datetime parsing + API-source silent-failure…",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T07:09:54Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "be03612838236d5a510ef34a490c12ba5ad302e8",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.6.0",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T04:51:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5ebd1875e35c97c21313f04d386a3fb515989d3b",
"body": "Two in-engine HTTP API sources whose only supported destination is BigQuery.\nUnlike DB sources there is no catalog, so the caller declares the output\nschema as ApiColumn{name, bq_type, path}; the declared BQ type seeds\ncfg.type_overrides (NUMERIC -> Decimal128(38,9)), every API column is nullable.\n\n\n[…]\nTap /\nAppsFlyer classes with secret-redacting __repr__.\n\nBoth contracts live-verified end-to-end (CleverTap: real event pull;\nAppsFlyer: 200 CSV, 81-col installs_report). 197 core tests, clippy clean.",
"is_bot": false,
"headline": "Feat: CleverTap & AppsFlyer HTTP API sources -> BigQuery",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-26T04:51:10Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "fc504e2718ebefbc89628d0a6951067a54a4fb8b",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.5.0",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-25T17:30:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "054cbc7c2d1ebd0ac2b5bb2f097fa72b8a082172",
"body": "…l->NUMERIC, schema evolution; Fix: MySQL TEXT->STRING + null watermark\n\nFive roadmap features plus two production blockers for the MySQL->BigQuery\nmigration. All new behavior is additive and opt-in; defaults are byte-identical,\nso existing pipelines and persisted state are unaffected. Landed via a \n[…]\ndiff found no confirmed defects.\n\nLive-verification caveats (not sandbox-testable): keyset crash/resume against a\nreal ClickHouse+source; the BigQuery NUMERIC wire encoding; the BigQuery schema\npatch.",
"is_bot": false,
"headline": "Feat: keyset resumable reads, source retry, column transforms, Decima…",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-25T17:30:49Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "72439cf8254071fd3fd23786db9316ebd12ed54d",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.4.0",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-25T15:55:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dfea87211a2782f36a76c4fc2bf052c2eef4e521",
"body": "A \"make incremental cheap and robust in production\" bundle. All additive and\nopt-in; default behavior is byte-identical, so existing persisted state is\nnever orphaned.\n\nWatermark-control surface (one coherent API):\n- state_key: pin the identity of the persisted cursor in _quickhouse_state.\n Default\n[…]\n_merge_sql prune predicate present/absent, two golden matrices), clippy\nclean, maturin --release builds, Python bindings verified (new kwargs typed,\nseed_watermark/skip_to_max mutual-exclusion error).",
"is_bot": false,
"headline": "Feat: incremental cursor control + cheaper MERGE + decode-matrix tests",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-25T15:55:22Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "c6a3ba9d5fbe00ecddb85a619a35d905f7f9c907",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.3.5",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-25T14:50:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5048044542c9b57bfa51ed85573733f9b8536d0f",
"body": "The 0.3.4 fix made the type-mapping path resolve MySQL DATETIME/TIMESTAMP to\nTimestamp(us, Some(\"UTC\")), but the MySQL decoder still built a naive\n(Timestamp(us, None)) array — so quickhouse's own batch-vs-schema check\nrejected every MySQL datetime column before any destination write:\n\n arrow error\n[…]\ncarries the tz (both UTC and the naive\nopt-out), and a hermetic reproduction of the RecordBatch::try_new failure that\nbuilds the batch the same way flush_batch does. 150 core tests pass, clippy clean.",
"is_bot": false,
"headline": "Fix: MySQL decoder emits UTC-aware timestamp array (0.3.4 regression)",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-25T14:50:52Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "094335affaf8d814c10ace5ae6df85a42c9e0df7",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.3.4",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-24T09:36:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d83fd43de32488cea690ae70f75303b0d36f5cee",
"body": "Two production-hardening changes for real, small/legacy source databases.\n\n1. read_max_rows_per_sec (Postgres/MySQL): a global, aggregate cap on how\n many source rows are pulled per second, shared across all parallel\n partitions. Implemented as a GCRA/virtual-scheduling limiter (ReadThrottle)\n \n[…]\nts pass (throttle math incl. shared-across-partitions\nand zero-rate no-op; datetime default-UTC mapping and override flips both\nways), clippy clean, maturin --release builds, Python bindings verified.",
"is_bot": false,
"headline": "Feat: source-read throttling; Fix: MySQL datetime -> BigQuery TIMESTAMP",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-24T09:36:46Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "33fccb963570361f8e3c94b58942c5db5b1e38fc",
"body": "Ships the bug-10 fix (per-run-unique BigQuery staging table). 0.3.2 on\nPyPI is broken for rapid re-runs / whole-call retries into BigQuery; this\nis the version that carries the fix.",
"is_bot": false,
"headline": "Bump version to 0.3.3",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-23T20:18:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a12eb437695c5ec139ff01ac8bcbb818fdf0be3c",
"body": "Fixed-name staging ({dest}_quickhouse_tmp), dropped and recreated every\nrun then streamed into, hit BigQuery's recreate-under-same-name metadata\nlag -- rapid re-runs and whole-call retries failed with 'Table ... is\nre-created' (rows land in the old table for a minutes-long window).\n\nStaging names ar\n[…]\nsuccess/failure cleanup are verified live against ClickHouse (two new\nintegration tests: rapid back-to-back full refreshes both succeed; no\nstaging orphan remains). staging_name naming is unit-tested.",
"is_bot": false,
"headline": "Fix: per-run-unique BigQuery staging table (bug 10)",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-23T20:16:56Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "b2ac8e5b0e069f753ba84e5c744f9feaa52a9089",
"body": "Ships the bug-report triage/exact-decimal-precision fixes and the\nS3/Parquet archival feature.",
"is_bot": false,
"headline": "Bump version to 0.3.2",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-23T08:41:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "15445ee5c2e26487dc07d435cacb2dcac7608dd6",
"body": "Streams each parallel partition's Arrow batches to S3 as Parquet\n(AsyncArrowWriter over ParquetObjectWriter, one file per partition, never\nfully buffered) alongside the existing ClickHouse sync, gated behind a new\nopt-in S3Archive config. Persistent S3 failure fails the whole sync(),\nmatching how th\n[…]\nr-row, parallelism=4 produces exactly 4\n files, archive-disabled-by-default, empty-bucket config error fires\n before any connection\n- Also: bench_transfer.py cleanup, benchmarks/ added to .gitignore",
"is_bot": false,
"headline": "Feat: optional S3/Parquet data-lake archival for ClickHouse destinations",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-23T08:37:49Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "ae42da0d505be1e9677954f63e84b8f70d2cc8bb",
"body": "Triaged an external bug report (6 confirmed + 9 additional findings) and\nfixed the reproducible ones:\n\n- BigQuery-source TIMESTAMP columns lost their timezone, breaking every\n flush on first batch (RecordBatch schema mismatch)\n- Range partitioning hung forever + leaked memory when a partition colum\n[…]\nercing to NULL the same way out-of-range dates\nalready do.\n\n133/133 Rust tests (was 101), clippy clean, 25/25 pytest (was 23) against\nreal Postgres 16 / MySQL 8.4 / ClickHouse 24.8 / MinIO containers.",
"is_bot": false,
"headline": "Fix: BigQuery/date-range/SQL-escaping bugs, exact decimal precision",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-23T08:36:15Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "6513a4b6f0a1f0281f6281b1da1fd751e901f164",
"body": "… destinations",
"is_bot": false,
"headline": "Fix: the copy-job version that silently empties BigQuery full-refresh…",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-22T15:25:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a7e057531b0b85e3ca3cd9b6c08c932edd4b6656",
"body": null,
"is_bot": false,
"headline": "Feat: opt-in BigQuery Storage Write API + README rewrite",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-22T06:52:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9280c9c3a4d2200e3eee6c7b18951a4f50455384",
"body": null,
"is_bot": false,
"headline": "Feat: Bigquery as destination",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-20T08:26:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8af8da21ef3199db5092bb2400cacf343d3dbd7c",
"body": null,
"is_bot": false,
"headline": "Fix: genericized odoo references",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-20T04:15:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7c519c3ef12be204968b9836fd3092ab35b831a9",
"body": null,
"is_bot": false,
"headline": "Fix: version bump",
"author_name": "mmirzafahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-20T02:38:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "040a248c2fa04cff8d986057dfca35af15aaef93",
"body": null,
"is_bot": false,
"headline": "fix: harden date/time handling for legacy data + usage-focused docs",
"author_name": "mmirzafahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-19T18:58:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b0c543fc6e7551b846e67d4d24755bc25157f410",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.2.3",
"author_name": "mmirzafahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-17T09:39:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6a96bc63a764eadb2aa9345bcb472dbedf0ea879",
"body": "…backoff\n\n- Replace batch_rows/batch_bytes as the memory-safety mechanism with a MemoryBudget...\n\n- Pipeline decode against concurrent uploads...\n\n- Retry transient insert failures...",
"is_bot": false,
"headline": "Add memory-budget pipeline, streaming zstd uploads, and insert retry/…",
"author_name": "mmirzafahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-17T09:14:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e1ccbbb2e9f60ce08942dd8370cbe4748f5ef288",
"body": null,
"is_bot": false,
"headline": "Change etlhouse to quickhouse",
"author_name": "mmirzafahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-17T07:08:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "198306133b099f5b5afd2f4d52d2e03b1f359bf5",
"body": "…bump to 0.2.0\n\n- Add MySQL (mysql_async, rustls TLS + custom CA) and BigQuery (Storage\n Read API, ADC/service-account auth) sources alongside PostgreSQL,\n unified behind a Source/SourceConfig enum\n- Add etlhouse.progress_bar() tqdm wrapper for ingestion progress\n- Add tracing-based step-by-step logging across the sync pipeline\n (connect, schema/partition resolution, watermark, DDL, table swap,\n summary), configurable via RUST_LOG\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add MySQL and BigQuery sources, tqdm progress bar, and sync logging; …",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-17T03:28:22Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "02779c35432a54c6ed697145eec4faa8f922ab3b",
"body": null,
"is_bot": false,
"headline": "Add TLS support for PostgreSQL connections, bump to 0.1.1",
"author_name": "mmirzafahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-16T10:05:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bf420da7e375d0551fc37c121668e88d837c924b",
"body": null,
"is_bot": false,
"headline": "Fix sdist missing LICENSE file",
"author_name": "mmirzafahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-16T09:28:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e8c9576e91b40441884f4b9c14637ff7602b51ff",
"body": null,
"is_bot": false,
"headline": "Drop Intel macOS runner from release workflow",
"author_name": "mmirzafahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-16T09:19:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d60b6f0470d9226919424fd62153685bf85f672e",
"body": null,
"is_bot": false,
"headline": "Prepare for PyPi",
"author_name": "mmirzafahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-16T08:30:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2276314e192b805dd9980ac56d76f82cf14febca",
"body": null,
"is_bot": false,
"headline": "Merge remote-tracking branch 'origin/master'",
"author_name": "mmirzafahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-16T08:21:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "47bc4fbd5b17dbf16cb3409990c51df7b56af57b",
"body": null,
"is_bot": false,
"headline": "Initial Load",
"author_name": "mmirzafahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-16T07:40:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7775a6e7831c3ca609dd0c7ea97f0cdfd804161b",
"body": null,
"is_bot": false,
"headline": "Initial commit",
"author_name": "M Mirza Fahmi",
"author_login": "mmirzafahmi",
"committed_at": "2026-07-16T07:35:05Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 26,
"commits_last_year": 45,
"latest_release_at": "2026-07-27T06:47:41Z",
"latest_release_tag": "v0.12.1",
"releases_from_tags": true,
"days_since_last_push": 0,
"active_weeks_last_year": 2,
"days_since_latest_release": 0,
"mean_days_between_releases": 0.1
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 100,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "quickhouse",
"exists": true,
"license": "MIT",
"keywords": [
"etl",
"postgresql",
"mysql",
"bigquery",
"clickhouse",
"arrow",
"rust",
"data-engineering",
"Development Status :: 3 - Alpha",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.9",
"Programming Language :: Rust",
"Topic :: Database",
"Topic :: Database :: Database Engines/Servers",
"Topic :: Software Development :: Libraries",
"Typing :: Typed"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/quickhouse/",
"is_deprecated": false,
"latest_version": "0.12.1",
"repository_url": "https://github.com/mmirzafahmi/quickhouse",
"versions_count": 22,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 2782,
"first_published_at": "2026-07-17T07:19:38.694545Z",
"latest_published_at": "2026-07-27T08:41:49.853736Z",
"latest_version_yanked": null,
"days_since_latest_publish": 0
}
]
},
"popularity": {
"forks": 0,
"stars": 0,
"watchers": 0,
"fork_history": {
"days": [],
"complete": true,
"collected": 0,
"total_forks": 0
},
"star_history": {
"days": [],
"complete": true,
"collected": 0,
"total_stars": 0,
"collected_at": null
},
"open_issues_and_prs": 0
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples"
],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [
"python/quickhouse/py.typed"
],
"toolchain_manifests": [
"Cargo.toml",
"crates/quickhouse-core/Cargo.toml",
"crates/quickhouse-py/Cargo.toml"
],
"largest_source_bytes": 120725,
"source_files_sampled": 41,
"oversized_source_files": 2,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"Cargo.toml",
"docs/requirements.txt",
"pyproject.toml"
],
"advisories": {
"error": null,
"scope": null,
"source": null,
"findings": [],
"collected": false,
"malicious": [],
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 0,
"malicious_count": 0,
"assessed_package": null,
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"crates",
"pypi"
],
"dependencies": [],
"all_dependencies": {
"error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"source": null,
"packages": [],
"collected": false,
"truncated": false,
"total_count": null,
"direct_count": null,
"indirect_count": null
}
},
"maintainership": {
"issues": {
"open_prs": 0,
"merged_prs": 0,
"open_issues": 0,
"closed_ratio": null,
"closed_issues": 0,
"closed_unmerged_prs": 0
},
"bus_factor": 1,
"bot_contributors": 0,
"top_contributors": [
{
"type": "User",
"login": "mmirzafahmi",
"commits": 57,
"avatar_url": "https://avatars.githubusercontent.com/u/18754675?v=4"
}
],
"contributors_sampled": 1,
"top_contributor_share": 1
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"ci.yml",
"release.yml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": 0,
"reason": "branch protection not enabled on development/release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": null,
"reason": "no pull request found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 0,
"reason": "Found 0/30 approved changesets -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 3,
"reason": "project has 1 contributing companies or organizations -- score normalized to 3",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 0,
"reason": "no update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 0,
"reason": "project was created within the last 90 days. Please review its contents carefully",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": 10,
"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 0,
"reason": "dependency not pinned by hash detected -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "no SAST tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 10,
"reason": "security policy file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 10,
"reason": "GitHub workflow tokens follow principle of least privilege",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 10,
"reason": "0 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "5ba06aa9b0a242a3309bfef556dd1c736a543007",
"ran_at": "2026-07-27T08:43:06Z",
"aggregate_score": 4.8,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": true,
"has_dependabot_config": false
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-07-27T08:41:38Z",
"oldest_open_prs": [],
"last_merged_pr_at": null,
"ci_last_conclusion": null,
"oldest_open_issues": []
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/mmirzafahmi/quickhouse",
"host": "github.com",
"name": "quickhouse",
"owner": "mmirzafahmi"
},
"metrics": {
"overall": {
"key": "overall",
"band": "moderate",
"name": "Overall health",
"note": null,
"notes": [],
"value": 52,
"inputs": {
"security": 48,
"vitality": 66,
"community": 47,
"governance": 36,
"engineering": 66
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "moderate",
"name": "Vitality",
"value": 66,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "moderate",
"name": "Development activity",
"note": null,
"notes": [],
"value": 52,
"inputs": {
"commits_last_year": 45,
"human_commit_share": 1,
"days_since_last_push": 0,
"active_weeks_last_year": 2
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "2/52 weeks with commits",
"points": 1.4,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 2
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "45 commits in the last year",
"points": 14.9,
"status": "partial",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 45
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "project was created within the last 90 days. Please review its contents carefully",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 88,
"inputs": {
"releases_count": 26,
"latest_release_tag": "v0.12.1",
"releases_from_tags": true,
"days_since_latest_release": 0,
"mean_days_between_releases": 0.1
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "26 version tags (no GitHub releases)",
"points": 16.2,
"status": "partial",
"details": [
{
"code": "version_tags_no_releases",
"params": {
"count": 26
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~0.1 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 0.1
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": "repository_too_young",
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": null,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "at_risk",
"name": "Community & Adoption",
"value": 47,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "critical",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 1,
"inputs": {
"forks": 0,
"stars": 0,
"watchers": 0,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "0 stars",
"points": 0,
"status": "missed",
"details": [
{
"code": "stars",
"params": {
"count": 0
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "0 forks",
"points": 0,
"status": "missed",
"details": [
{
"code": "forks",
"params": {
"count": 0
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "0 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 0
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "excellent",
"name": "Community health",
"note": null,
"notes": [],
"value": 92,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"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",
"detail": null,
"points": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "moderate",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 57,
"inputs": {
"packages": [
"quickhouse"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 2782
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "2,782 downloads/month across pypi",
"points": 45.9,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 2782,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "at_risk",
"name": "Sustainability & Governance",
"value": 36,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 13,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 1,
"top_contributor_share": 1
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 100% of commits",
"points": 0,
"status": "missed",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 100
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "1 contributors",
"points": 1.4,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 1
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 3,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "critical",
"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"issue_resolution",
"pr_acceptance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"merged_prs": 0,
"open_issues": 0,
"closed_issues": 0,
"issue_closed_ratio": null,
"closed_unmerged_prs": 0
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "no issues or no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_issues_or_data",
"params": {}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "no decided pull requests or no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_decided_prs_or_data",
"params": {}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "at_risk",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 46,
"inputs": {
"followers": 4,
"owner_type": "User",
"is_verified": null,
"owner_login": "mmirzafahmi",
"public_repos": 21,
"account_age_days": 3739
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "4 followers of mmirzafahmi",
"points": 5,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 4,
"login": "mmirzafahmi"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "21 public repos, account ~10 yr old",
"points": 21.8,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 21
}
},
{
"code": "account_age_years",
"params": {
"years": 10
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"quickhouse"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 0
},
"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 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "22 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 22
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "moderate",
"name": "Engineering Quality",
"value": 66,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"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"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 60,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "2 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 2
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"topics": [],
"has_wiki": true,
"homepage": null,
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 48,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): CI-Tests, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"ci_tests",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 48,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 4.8
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"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 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "project was created within the last 90 days. Please review its contents carefully",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "no SAST tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"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": "GitHub workflow tokens follow principle of least privilege",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 2
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 53,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 28,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.517,
"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": "31 of 60 human commits state their intent (structured subject or explanatory body)",
"points": 27.6,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 31,
"sampled": 60
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 59,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [
"python/quickhouse/py.typed"
],
"agent_commit_share": 0.017,
"toolchain_manifests": [
"Cargo.toml",
"crates/quickhouse-core/Cargo.toml",
"crates/quickhouse-py/Cargo.toml"
],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Cargo.toml, crates/quickhouse-core/Cargo.toml, crates/quickhouse-py/Cargo.toml (toolchain convention, no task runner)",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "toolchain_convention",
"params": {
"files": "Cargo.toml, crates/quickhouse-core/Cargo.toml, crates/quickhouse-py/Cargo.toml"
}
}
],
"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": "python/quickhouse/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "python/quickhouse/py.typed"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "1 of the last 60 commits agent-authored or agent-credited",
"points": 3.3,
"status": "partial",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 1,
"sampled": 60
}
}
],
"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": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 97,
"inputs": {
"primary_language": "Rust",
"largest_source_bytes": 120725,
"source_files_sampled": 41,
"oversized_source_files": 2
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Rust (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Rust"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "2/41 source files over 60KB",
"points": 52.3,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 41,
"oversized": 2
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"deps.dev does not index pypi:quickhouse@0.12.1; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-07-27T08:43:11.251309Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/mmirzafahmi/quickhouse.svg",
"full_name": "mmirzafahmi/quickhouse",
"license_state": "standard",
"license_spdx": "MIT"
}