database to the fully-qualified personal database (`USER$\u003cusername>`) when the connection carries a username.\n- The CLI needs the full name for validation queries (`SHOW DATABASES LIKE ...`) and error messages; the server already accep\n[…]\n/api/test_fqn.py` — covers bare `USER snowflakedb/snowflake-cli — 健康指数 83/100，良好 — inspect.software , quoted `\"USER$\"`, already-qualified PDB (no double-expansion), and no-username (no expansion) cases.\n\nGitOrigin-RevId: 1e2fcfabe06b7ee05ca1f0ba3bd1b662b3cff38d", "is_bot": false, "headline": "feat: expand bare USER$ to caller's personal database in FQN (#68)", "author_name": "Myles Borins", "author_login": "sfc-gh-mborins", "committed_at": "2026-07-23T16:24:25Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "27d7694c8db6d694a53e9b564f773c600bdcca56", "body": "…jects (#106)\n\n* SNOW-3445886: add environment variable and secret support for DCM projects\n\n`snow dcm deploy/plan/preview/raw-analyze` now collect declared\n`templating.env_vars`/`templating.env_secrets` from the shell\nenvironment and forward them via `ENVIRONMENT (?)`, matching the\nserver-side supp\n[…]\n.\n\nCo-Authored-By: Claude Sonnet 5 \u003cnoreply@anthropic.com>\n\n* review fixes\n\n---------\n\nCo-authored-by: Claude Sonnet 5 \u003cnoreply@anthropic.com>\nGitOrigin-RevId: 174c53bfa4a69c59053114e745113b00e5f68903", "is_bot": false, "headline": "SNOW-3445886: add environment variable and secret support for DCM pro…", "author_name": "Greg Jachimko", "author_login": "sfc-gh-gjachimko", "committed_at": "2026-07-23T15:53:21Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "8e5675061b3e7a26448f26c2a5727015b52bd9b2", "body": "GitOrigin-RevId: 41f954a944cd36330cf82d5f7fbfe4322f535739", "is_bot": false, "headline": "Promote DCM to GA (#109)", "author_name": "Lukasz Kyc", "author_login": "sfc-gh-lkyc", "committed_at": "2026-07-23T14:58:46Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "3be8fcd60f583ff4590753806219d549099767c9", "body": "* Parallelize DCM stage upload\n\nUploading a DCM project's files to the temporary stage previously issued\none blocking PUT per directory, serially (StageManager.put_recursive).\nUpload wall-clock is dominated by per-PUT round-trip latency (GS query +\ncloud-storage handshake), not payload size, so proj\n[…]\nlds. DCM's parallel=1 is unaffected. Adds a regression test that fails if\nthe clamp is removed, and updates the docstring's \"hard cap\" claim.\n\nGitOrigin-RevId: d6b676ae4ae73ee8b9aaa05309479732074b44c9", "is_bot": false, "headline": "Parallelize DCM stage upload (#92)", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-07-23T14:25:56Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "5d84cbd06f095326874106d8d9e01825316c835d", "body": "* `snow dcm plan` now supports the `--delta` flag\n\nThis option enables processing only of statements that have changed since the last deploy, plus statements potentially impacted by those changes.\n\nThe feature is no longer early-access, but it's PuPr as the whole DCM Projects feature.\n\nCo-Authored-B\n[…]\n enabled by setting:\n SNOWFLAKE_CLI_FEATURES_ENABLE_DCM_PLAN_DELTA=true\n\n---------\n\nCo-authored-by: Claude Sonnet 4.5 \u003cnoreply@anthropic.com>\nGitOrigin-RevId: 814b8b088230772f34d98d809473273c6524e9ce", "is_bot": false, "headline": "`snow dcm plan` now supports the `--delta` flag (#100)", "author_name": "Lukasz Kyc", "author_login": "sfc-gh-lkyc", "committed_at": "2026-07-23T13:21:27Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "941f4e4ed402ac5e3806a2b4fec55274d01ddebb", "body": "test_list_with_in_account_flag asserted exact set-equality between the\ndatabases returned by `object list database --limit 100 --in-account`\nand a separate `show databases in account limit 100` SQL query.\n\nOn the shared integration account these two calls race against the many\nconcurrent test runs c\n[…]\ninistically\n(observed: a concurrent DB present in the SQL result but not the CLI\nresult), unrelated to the code under test.\n\nRemove the test.\n\nGitOrigin-RevId: 36ddc0f32c24cc38f3421388cff3c7d3012af946", "is_bot": false, "headline": "Remove flaky test_list_with_in_account_flag integration test (#111)", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-07-23T12:20:38Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "5fc146b97d644ae02866a498729963859c082312", "body": "GitOrigin-RevId: 14dc4005cee14259cd7d4962c027ea357ed8671c", "is_bot": false, "headline": "dcm changeset contains alter details (#103)", "author_name": "Lukasz Kyc", "author_login": "sfc-gh-lkyc", "committed_at": "2026-07-23T09:19:30Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "d997c5754aa06d968c0f4e8cbc2d9880b8881459", "body": "* Snowflake Apps: remove legacy SPCS service flows\n\nSnowflake apps are now always deployed as APPLICATION SERVICE objects, so\ndrop the runtime detection and backward-compatibility paths that fell back\nto plain SPCS SERVICE objects.\n\n- Remove SnowflakeAppManager.is_application_service, get_service_st\n[…]\ne note for legacy service removal\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\nGitOrigin-RevId: 62367f5b61eba2137577c096df518178defa534e", "is_bot": false, "headline": "Snowflake Apps: remove legacy SPCS service flows (#89)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-07-17T21:46:53Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "57bb56f80a493022b2c67ca90aa23521541d3803", "body": "* ci: add non-blocking UD integration job to PR checks\n\nAdds a `ud-integration` job to test_integration.yaml that runs the same\nsteps as the manual ud-manual-tests.yaml workflow on every trusted PR.\nThe job uses `continue-on-error: true` so it is informational only and\ndoes not block merging.\n\nCo-Au\n[…]\n python tests\n\nCo-Authored-By: Claude Sonnet 4.6 \u003cnoreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 \u003cnoreply@anthropic.com>\nGitOrigin-RevId: 412108c4b8ebcb720f4249047a6bcb0098439ac4", "is_bot": false, "headline": "SNOW-3511547: add non-blocking UD integration job to PR checks (#81)", "author_name": "Tomasz Urbaszek", "author_login": "sfc-gh-turbaszek", "committed_at": "2026-07-17T13:50:25Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "1f7271110d3b126952c91188188e853be9fa00d3", "body": "GitOrigin-RevId: e4b71d6e033a5feec36aa7a525aed80c911fd0ca", "is_bot": false, "headline": "docs: update dbt deploy docs about --force flag", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-17T07:03:12Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "4c511090969f7e26c9a957098f986d3b30028b75", "body": "* Update release notes for 3.23.0\n\n* Bump dev version to 3.24.0\n\nGitOrigin-RevId: 1eb83d32b938d84eff5afc86a07012bb4296e251", "is_bot": false, "headline": "Bump release notes 3.23.0", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-16T11:19:32Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "39efeea964a57e3178d7b3216ef26552a3f91ee6", "body": "GitOrigin-RevId: f63fe79d8ff07c335cd9eae986fd666bd8c32331", "is_bot": false, "headline": "chore: upgrade snowflake-snowpark-python", "author_name": "Jakub Maciej Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-16T06:34:52Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "9dd4326170e6ac59c713042487bbddabcfa2a751", "body": "GitOrigin-RevId: 65be1af7157a7015ae8c9c54ddd43c286ddb0314", "is_bot": false, "headline": "chore: upgrade snowflake-connector-python", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-16T06:34:48Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "f1579cc3cf756842cd1a87033f5328b68148eadf", "body": "GitOrigin-RevId: 87cad16613cfa0cbef64a7e18ddff58b57252658", "is_bot": false, "headline": "docs: fix section about installing from homebrew", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-15T11:19:55Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "104ec1dba80f1ca0d3c4d5db4016ff6857232368", "body": "* chore: report fetch_app_service_defaults span under caller span\n\nPass the caller's span name into\nSnowflakeAppManager.fetch_app_service_defaults so the server-defaults\ntelemetry span is named after (and reported under) the command that\ntriggered it (e.g. snowflake_app.setup.resolve_defaults.fetch_\n[…]\ny command's spans, not just apps.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\nGitOrigin-RevId: 6a69af2a3cd02b5745c573241c3dc616df0ecf7e", "is_bot": false, "headline": "Snowflake Apps: telemetry span improvements and span error codes (#61)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-07-14T17:54:22Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "6cfb24e9eb5477dfb81f82402d291f765370fe8b", "body": "* feat: context-aware help for `snow app`\n\nThe `snow app` command group serves two distinct app families -- Native\nApps and Snowflake App Runtime -- but `snow app --help` listed every\ncommand for both, making it noisy and hard to tell which commands apply\nto the current project.\n\nThis makes help con\n[…]\nean\" suggestions.\n\nCo-Authored-By: Claude Opus 4.7 \u003cnoreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 \u003cnoreply@anthropic.com>\nGitOrigin-RevId: 2d92d8ed5608470fe0fcf2806238746fa77f5d3f", "is_bot": false, "headline": "feat: context-aware help for `snow app` (#67)", "author_name": "Myles Borins", "author_login": "sfc-gh-mborins", "committed_at": "2026-07-14T15:05:16Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "8a66cd8ce0ee2d98f866d19df567a74757970ddf", "body": "…schema tags\n\nGitOrigin-RevId: 9047f905ca4eb8fd78bb8f80067163ef61141450", "is_bot": false, "headline": "SNOW-3766285: Fix streamlit redeploy incorrectly UNSETting inherited …", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-14T09:09:56Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "4d12a9164bf890c5f22431361ad84155b1c1561c", "body": "…events (#57)\n\n* SNOW-3755161 spcs service events: return service- and instance-level events\n\n`snow spcs service events` now returns service-level and\nservice-instance-level platform events in addition to container-level\nevents. `--container-name` and `--instance-id` are optional filters:\nwith neith\n[…]\nored-By: Claude Opus 4.8 (1M context) \u003cnoreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) \u003cnoreply@anthropic.com>\nGitOrigin-RevId: 4284e581f018348cebf39d7d85c60142c8bb9c1d", "is_bot": false, "headline": "SNOW-3755161 spcs service events: return service- and instance-level …", "author_name": "Adarsh Nandanwar", "author_login": "sfc-gh-anandanwar", "committed_at": "2026-07-14T06:38:58Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "f216d101d3772abdef9845e31ec9e1eb3b12e1ca", "body": "Add a --watch flag to `snow app open` for Snowflake App Runtime projects.\nWith --watch the command no longer fails when the app service does not\nexist yet; it polls until the service is created and its endpoint is ready\nbefore opening (or printing) the URL. Waiting stops early with a clear\nerror if the service reports FAILED.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\nGitOrigin-RevId: 6538c4107253860b88d667aee37d5b2e390fd833", "is_bot": false, "headline": "Snowflake Apps: add --watch to snow app open (#65)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-07-13T16:00:47Z", "body_truncated": false, "is_coding_agent": true }, { "oid": "ebadbfdf47989551af8ef2b36b8249bb749595a2", "body": "…ce (#35)\n\n* SNOW-3659937: dbt deploy — support dbt_projects_profiles.yml precedence\n\nWhen ENABLE_DBT_PROJECTS_PROFILES_FILE_PRECEDENCE is on, snow dbt deploy\nnow recognises `dbt_projects_profiles.yml` in the --profiles-dir directory\nas a higher-precedence alternative to profiles.yml. The winning f\n[…]\n\n project source, so both remain in the deployed object. The warning\n clarifies that dbt_projects_profiles.yml takes precedence at runtime.\n\nGitOrigin-RevId: 2ebc07ff0c82516f6bad51fe71fd9ef338a489f0", "is_bot": false, "headline": "SNOW-3659937: dbt deploy — support dbt_projects_profiles.yml preceden…", "author_name": "Nishant Jain", "author_login": "sfc-gh-nijain", "committed_at": "2026-07-10T21:28:18Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "7a722a9c1af8d364ac862b73f5afe49791fb10e1", "body": "* fix: try to warm up spcs services upfront\n\n* fix: use snowflake_session lazily\n\nGitOrigin-RevId: eb8f8c47450b4da10964eef16a5454333e69eacb", "is_bot": false, "headline": "fix: try to warm up spcs services upfront (#63)", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-10T13:22:21Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "312eb436af0a236e11129325ec3676e24a6a2df9", "body": "…#56)\n\nsnow app deploy recreated the code stage by unconditionally dropping it\nbefore create so uploads always start empty. On a first deploy there is\nnothing to clear, yet the DROP still demanded OWNERSHIP the deploying\nrole need not hold. Gate the drop behind a new SnowflakeAppManager.\nstage_exist\n[…]\nn deploy, while existing stages are still dropped and\nrecreated to guarantee an empty upload.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\nGitOrigin-RevId: 5e8aece12632dbf7fe1725f284fedd65ed67fa82", "is_bot": false, "headline": "Snowflake Apps: drop code stage before recreate only when it exists (…", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-07-08T20:48:24Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "af5b74bb3a14f4940248a2427ed262edc9b034e1", "body": "* Update release notes for 3.22.0\n\n* Bump dev version to 3.23.0\n\nGitOrigin-RevId: eb02c9ebe88dfbe4e7333ed7558b0a90b4a6b694", "is_bot": false, "headline": "Bump release notes 3.22.0 (#51)", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-07-07T13:14:56Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "f7073ee315fd2f01c26fbe33df076a7e745439cf", "body": "GitOrigin-RevId: 7bab71e18695eec9c59a01741f840da062d33ad4", "is_bot": false, "headline": "Add E2E PR reviewer eval test cases (#43)", "author_name": "Kamil Olszewski", "author_login": "sfc-gh-kolszewski", "committed_at": "2026-07-07T10:02:35Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "de66f1962f237b51706cb30131469bf1c06c2870", "body": "Revert \"Update snowflake-connector-python to 4.7.0 (SNOW-3735468) (#44)\"\n\nThis reverts commit 0d35546e0f9f21654ff5c45e3d7627a7ce34f2fa.\n\nGitOrigin-RevId: 9fa10ac3f5fc2c4ef81cf5bdb45265e027027b5c", "is_bot": false, "headline": "Revert \"Update snowflake-connector-python to 4.7.0 (SNOW-3735468)\" (#50)", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-07T08:56:45Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "a7b4372630e2f252d1605ab2240734682e8b505c", "body": "feat: align permission checking with Python connector semantics\nGitOrigin-RevId: 1782dd32e5aef3e9ea78b2da8481d4983a86d5d0", "is_bot": false, "headline": "Jw/snow 3718035 spcs permission bypass (#45)", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-06T14:56:44Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "a5d9529834999155583d207694a5b6e5e199c6db", "body": "GitOrigin-RevId: c91b82acaae2d6e8719cf73e6564543089edf9d9", "is_bot": false, "headline": "NO-SNOW improve workflow for internal development", "author_name": "Przemek Rafalski", "author_login": "sfc-gh-prafalski", "committed_at": "2026-07-06T13:41:28Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "57a1a2aa8358c7e78f5571652d2d0a4837218bb7", "body": "* chore: skip running tests when ony .ai/review gets modified\n\n* Update changes.yaml\n\nGitOrigin-RevId: 4e299d4cdc71de2d9655394242257afa67a99c0a", "is_bot": false, "headline": "chore: skip running tests when ony .ai/review gets modified (#46)", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-06T13:41:25Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "61fd26732c254bb2ca10ac24c917bf5b0916361f", "body": "Update snowflake-connector-python to 4.7.0 (SNOW-3735468)\n\nGitOrigin-RevId: 0d35546e0f9f21654ff5c45e3d7627a7ce34f2fa", "is_bot": false, "headline": "Update snowflake-connector-python to 4.7.0 (SNOW-3735468) (#44)", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-06T13:41:22Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "960a24e82fced105fdcfa3dedf12047db8ad5c1a", "body": "…indows-unicode-output\n\nSnowflake Apps: fix UnicodeEncodeError crashing app events and setup --dry-run on Windows\n\nGitOrigin-RevId: d81aeab979c3bf53788ff87aaeea34806a37c821", "is_bot": false, "headline": "Merge pull request #41 from snowflake-eng/gbloom/snowflake-apps-fix-w…", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-07-06T13:41:19Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "d197109f61ff3c7797618d5b534ec5e86a118ec4", "body": "…created-stage-after-build\n\nSnowflake Apps: drop the code stage after the build completes\n\nGitOrigin-RevId: 8a8bb7d2d537768987eabe83d85b8387cd71a225", "is_bot": false, "headline": "Merge pull request #34 from snowflake-eng/gbloom/snowflake-apps-drop-…", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-07-06T13:41:17Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "1ca1e095a9c6376e3722577709c288f964b6491c", "body": "* feat: initial ruleset\n\n* feat: autogenerated tests\n\n* feat: improve review rule tests\n\nGitOrigin-RevId: a845a17d166d55b0ab88bbbc16ac3df11fba1e08", "is_bot": false, "headline": "Jw/snow 3740721 arcticowl initial setup (#37)", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-06T13:41:14Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "75d1da607a589f2a8e4f17c494a9cb8571029944", "body": "…er-template\n\nExclude cookiecutter plugin template from Ruff\n\nGitOrigin-RevId: f205f09b7393b16cdc05ebc56d2a827416b4406d", "is_bot": false, "headline": "Merge pull request #28 from snowflake-eng/fix/ruff-exclude-cookiecutt…", "author_name": "Jan Bilek", "author_login": "sfc-gh-jbilek", "committed_at": "2026-07-06T13:41:11Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "ada5227a1cd582529b25e624ee35bb0b67b542d1", "body": "GitOrigin-RevId: 80f5a402b9908397dcf6c8789d2c8e62baa4317f", "is_bot": false, "headline": "feat(dcm): handle issues in raw-analyze (#30)", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-06T13:41:08Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "741c739d96ec64b03e81d25038a90d64e9dea965", "body": "…pplication-service-defaults\n\nSnowflake Apps: Use system function to fetch defaults\n\nGitOrigin-RevId: 68eec565428d533175d4414588be0a5a9c94ac6c", "is_bot": false, "headline": "Merge pull request #21 from snowflake-eng/gbloom/snowflake-apps-get-a…", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-07-06T13:41:05Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "3253d21dde599f4cbfad0c76d63290cefe76b736", "body": "GitOrigin-RevId: 8e0f8cb102c4858b3741b839008c5d00d601c1f6", "is_bot": false, "headline": "docs: route AI agents to the interface-first plugin workflow (#26)", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-07-06T13:41:03Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "d845be51458f1183c779b08d8281674c1a9cfa93", "body": "a permission needed to execute `snow dcm test` related integration test\n\nGitOrigin-RevId: 7e48b8a991b4a748c8068635ec3603589d254e2e", "is_bot": false, "headline": "test: grant permission to execute dmf in integration account (#27)", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-06T13:41:00Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "9e22b1a05a70cf304c1c061173c585a39b004db9", "body": "Record the authentication type actually resolved on the connection for every\ncommand that opens one, so auth usage (password / key_pair / oauth /\nexternalbrowser / workload_identity / programmatic_access_token / ...) can be\nsegmented regardless of CI/CD environment.\n\nThis complements command_ci_auth\n[…]\no a customer endpoint never reaches telemetry; unknown\ntokens are recorded lower-cased rather than dropped.\n\nAddresses review feedback on #7.\n\nGitOrigin-RevId: 4a6a0377d4a5bcbb721dbe85fee67b63a54b725a", "is_bot": false, "headline": "Add command_auth_type telemetry field for resolved connection auth (#24)", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-07-06T13:40:57Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "c1222dfd99095a8f7d6dff9044cac21caedc5ef4", "body": "fix: [SNOW-3444080] Preserve customer's original key order in profiles.yml and env.yml\nGitOrigin-RevId: 878571c5428213ec1b08ab288c750828b8e411f3", "is_bot": false, "headline": "Merge pull request #23 from snowflake-eng/fix/dbt-yaml-staging-fixes", "author_name": "Yuxin Ding", "author_login": "sfc-gh-yuding", "committed_at": "2026-07-06T13:40:55Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "a38d6bb437d9801ca531e8c3256200c55e768aaf", "body": "…-status-describe-service\n\nSnowflake Apps: poll build job status via DESCRIBE SERVICE\n\nGitOrigin-RevId: d82f96428a041e0a59efc80336f7ffd774f60250", "is_bot": false, "headline": "Merge pull request #15 from snowflake-eng/gbloom/snowflake-apps-build…", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-07-06T13:40:52Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "76687c4d7304b70157e633a606e1a84cee9150a8", "body": "Record the authentication type the official Snowflake CI/CD integrations\nconfigure (currently \"oidc\") in a new command_ci_auth_type telemetry\nfield, read from the SF_CICD_AUTH_TYPE environment variable. Mirrors the\nexisting SF_CICD_INTEGRATION_VERSION / command_ci_integration_version\npattern. _get_c\n[…]\ningle resolution point so the value\nset can later be extended (e.g. inferred from the resolved connection)\nwithout changing the integrations.\n\nGitOrigin-RevId: 5740ce7b48dc73c6c6893605e801b95c326b17b2", "is_bot": false, "headline": "Add command_ci_auth_type telemetry field for CI/CD integrations (#7)", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-07-06T13:40:49Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "3ea383c1e7f5c206ffd4ee8df64d9d74ad12b566", "body": "…tignore\n\nchore: NO-SNOW update .gitignore\nGitOrigin-RevId: d8a164371fa97dede4d07d3ab313bd2a19613d76", "is_bot": false, "headline": "Merge pull request #19 from snowflake-eng/prafalski/NO-SNOW-update-gi…", "author_name": "Przemek Rafalski", "author_login": "sfc-gh-prafalski", "committed_at": "2026-07-06T13:40:46Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "152b8fb88c1c410bd46361aa09d8aff345258c37", "body": "* docs: add interface-first plugin authoring guide\n\nAdd docs/contributing/writing-a-plugin.md describing the interface-first\nplugin pattern: the two-phase contribution workflow, defining the command\nsurface in interface.py, implementing handler.py, testing the spec/handler\ncontract, and wiring it to\n[…]\ne pyproject entry point required for snow plugin enable\n- explain that register_decorator's factory takes no args and returns the\n decorator\n\nGitOrigin-RevId: cc8d6361c5198c88810a3abafd9226d16026ad69", "is_bot": false, "headline": "docs: add interface-first plugin authoring guide (#9)", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-07-06T13:40:43Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "0ba01760ac6d238fa4ff573a5c674b7bf482de58", "body": "* feat: [SNOW-3614891] support tags on streamlit deploy\n\n* feat: [SNOW-3614891] refactor after first review\n\n* feat: [SNOW-3614891] add support for altering tags\n\n* fix(arctic-owl): apply review fixes (3 files)\n\nfix(arctic-owl): apply review fixes (2 files)\n\nfix(arctic-owl): apply review fixes (2 files)\n\n* fix: fix quoting\n\nfix(arctic-owl): apply review fixes (2 files)\n\nfix(arctic-owl): apply review fixes (2 files)\n\nGitOrigin-RevId: 2dc32d659b120736219fc3e912a4452f14cb2a93", "is_bot": false, "headline": "feat: [SNOW-3614891] support tags on streamlit deploy (#8)", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-06T13:40:41Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "6f3d2159214bc2eeaac3a292b3de898e76cd0abe", "body": "…l (#13)\n\nGitOrigin-RevId: be35e6e2da89c2b0ff7cdb777df1424664f21015", "is_bot": false, "headline": "Snowflake Apps: preserve quoted identifiers in generated snowflake.ym…", "author_name": "Jeremy Chen", "author_login": "sfc-gh-jchen", "committed_at": "2026-07-06T13:40:38Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "3548a02d74624740ab504e4d49c3c81952b63240", "body": "…nowpark (#14)\n\n* refactor: replace Python version check with importability check for Snowpark\n\nPython 3.12+ is now supported by snowflake-snowpark-python, so tying\nthe guard to a hardcoded version ceiling is maintenance work that never\nends. Replace the sys.version_info check with a try/except Impo\n[…]\nis installed.\n\nCo-Authored-By: Claude Sonnet 4.6 \u003cnoreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 \u003cnoreply@anthropic.com>\nGitOrigin-RevId: ab1fd2e0592637398583aa5ed2c35f243cd4b129", "is_bot": false, "headline": "refactor: replace Python version check with importability check for S…", "author_name": "Tomasz Urbaszek", "author_login": "sfc-gh-turbaszek", "committed_at": "2026-07-06T13:40:35Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "f493c27abb14f3f184890a8f99d402ccfc121ff2", "body": "…nstead-of-replace\n\nfeat: use ALTER STREAMLIT instead of CREATE OR REPLACE for existing apps\nGitOrigin-RevId: 25fec8e76c297fd3a76df18ed927493ae11832c6", "is_bot": false, "headline": "Merge pull request #4 from snowflake-eng/zblackwood/streamlit-alter-i…", "author_name": "Zachary Blackwood", "author_login": "sfc-gh-zblackwood", "committed_at": "2026-07-06T13:40:32Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "195b4ccd7b21cbaef7696a9a70b600c018edff40", "body": "* chore: add interface-first plugin cookiecutter template\n\nScaffold under plugin-template/ for creating interface-first Snowflake\nCLI plugins. Supports both `group` (multiple subcommands) and `single`\ncommand plugins.\n\nGenerated projects follow the two-phase contribution workflow:\ninterface.py (Phas\n[…]\n(\"app\", \"bundle\",)`.\n\nVerified by rendering empty / single / multi parent paths across both\ncommand_type variants; all generated .py compile.\n\nGitOrigin-RevId: 40112e4db6603b4c56d83dc4dcba466562e176fb", "is_bot": false, "headline": "chore: add interface-first plugin cookiecutter template (#6)", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-07-06T13:40:29Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "4ebc61fda983c9bf82d4bd0831a166108608cdff", "body": "* Snowflake Apps: add a dedicated service EAI.\n\nAllow snowflake-app projects to set a separate service external access integration while preserving the existing build_eai fallback for deployed application services.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n* Snowflake Apps: add release note \n[…]\nervice_eai support and clarify that the note applies to newly created application services.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: add a dedicated service_eai field (#3134)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-23T19:02:17Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "49b327c6a56deb54a0067ba5afb7fb845057eacc", "body": "* Snowflake Apps: keep setup dry runs non-failing\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n* Snowflake Apps: add dry-run release note\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n* Snowflake Apps: simplify setup dry-run exit handling\n\nNeutralize the exit code on a dry-run failure and r\n[…]\nrendering via Typer internals. Body extracted into an inner _run() to\nkeep the guard small.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: keep setup dry runs non-failing (#3133)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-23T17:41:22Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "818f8d913e5c3751faa1b3cd29c7f7fe1850bd52", "body": "Snowflake Apps: always use server-managed compute pools\n\n`snow app setup` no longer writes `build_compute_pool` /\n`service_compute_pool` to the generated `snowflake.yml`, and the\n`DEFAULT_SNOWFLAKE_APPS_BUILD_COMPUTE_POOL` /\n`DEFAULT_SNOWFLAKE_APPS_SERVICE_COMPUTE_POOL` account parameters are no\nlon\n[…]\nat set these fields in `snowflake.yml` continue to be\nhonored by `snow app deploy` (the fields remain parseable and are still\nforwarded to the server).\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: always use managed compute pools (#3129)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-22T21:29:49Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "8c5be9a7ce1885f723af51732600bd2fe34830f8", "body": "* feat: add interface-first plugin framework\n\nIntroduce a declarative plugin API that separates a command's CLI surface\n(the spec) from its business logic (the handler):\n\n- interface.py: frozen dataclasses (ParamDef, CommandDef, CommandGroupSpec,\n SingleCommandSpec), the ParamKind enum, the REQUIRE\n[…]\n command and subgroup names\n(command/command, subgroup/subgroup, and command/subgroup), mirroring the\nexisting duplicate-command guard. Adds tests for the subgroup/subgroup and\ncommand/subgroup cases.", "is_bot": false, "headline": "feat: [SNOW-3680799] add interface-first plugin framework (#2860)", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-06-22T20:18:12Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "a130178c1e34f051bcdc5a86fe5e1791818f3edb", "body": "chore: add telemetry spans to snowflake_app_setup\n\nWrap the `snowflake_app_setup` body in a top-level `snowflake_app.setup`\nspan and add child spans `snowflake_app.setup.get_personal_database`\n(personal-database lookup) and `snowflake_app.setup.write_manifest`\n(snowflake.yml write), so the command's\n[…]\ntrumentation only -- no behavior or output changes. Adds unit tests\nasserting the span tree and that the manifest-write span is skipped on\n`--dry-run`.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: add telemetry spans to setup command (#3124)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-22T17:04:44Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "ef16de6614289d0ca3e953c2a62c8706c356530d", "body": "* Update release notes for 3.21.0\n\n* Bump dev version to 3.22.0", "is_bot": false, "headline": "Bump release notes 3.21.0 (#3126)", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-06-22T12:47:57Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "a5deabf50bf1b4347cae28cc8da258cde3050849", "body": "…and improve output message (#3125)\n\n* fix: skip role validation in profiles.yml for Jinja-templated values\n\nWhen profiles.yml uses a Jinja expression as the role value (e.g.\n{{ env_var('DBT_ROLE') }}), _validate_role tried to USE ROLE with the\nraw template string, which Snowflake rejects. Jinja-tem\n[…]\nts: update assertions to match pluralized --use-shell-env-vars messages\n\nCo-Authored-By: Claude Sonnet 4.6 \u003cnoreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 \u003cnoreply@anthropic.com>", "is_bot": false, "headline": "fix: skip role validation in profiles.yml for Jinja-templated values …", "author_name": "Yuxin Ding", "author_login": "sfc-gh-yuding", "committed_at": "2026-06-22T07:20:09Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "98540f4cae22556393b9748f71787261a5f1dc21", "body": "…#3123)\n\n* Snowflake Apps: record uploaded file count in upload telemetry span\n\nAdd a generic attributes mechanism to CLIMetricsSpan and use it to record\nthe number of files uploaded on the snowflake_app.upload.push_workspace_files\nand snowflake_app.upload.push_stage_files spans.\n\nCo-authored-by: Cu\n[…]\n workspace and stage flows. Reverts the generic span\nattribute additions to api/metrics.py.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: record uploaded file count in upload telemetry span (…", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-19T21:52:22Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "2e35d20ffdc4900bd5652bb8fe8b99a1c1958272", "body": "feat: upload snowflake-app code files in parallel\n\nUpload up to 5 app code files concurrently during `snow app deploy`\ninstead of one PUT at a time. Both the stage and workspace upload paths\nbuild their PUT statements and run them through a shared thread pool,\nyielding results in completion order so\n[…]\nr threads can resolve the\nshared connection from the CLI context, which lives in a ContextVar that\nThreadPoolExecutor threads do not otherwise inherit.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: upload code files in parallel (#3122)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-19T17:05:52Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "3b82dbba520835a4a9f93ced47bd6b59f48700a8", "body": "* SNOW-2457402 Encoding handling fixes\n\n* Fix test\n\n* PR fixes", "is_bot": false, "headline": "SNOW-2457402 Encoding handling fixes (#3118)", "author_name": "Kamil Olszewski", "author_login": "sfc-gh-kolszewski", "committed_at": "2026-06-19T10:52:05Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "7e2bb95490d36d9b6db597ffdcd96601dcfabe5d", "body": "fix: recreate snow app code stage before upload\n\nsnow app deploy previously cleared an existing code stage with REMOVE\nbefore uploading. Stale chunks could remain and be mixed into the build,\nproducing incorrect or conflicting build artifacts. Drop and recreate the\nstage instead so each deploy always starts from an empty stage.\n\nRemoves the now-unused clear_stage and stage_exists helpers from the apps\nmanager and updates the affected unit tests.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: recreate code stage before upload (#3119)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-18T18:52:09Z", "body_truncated": false, "is_coding_agent": true }, { "oid": "5f1c623ffb49dd7990a6d181922c3203d0263147", "body": "…108)\n\n* feat: [SNOW-3444081] add --use-shell-env-vars to snow dbt execute\n\nAdds a new --use-shell-env-vars option to `snow dbt execute` that\nforwards exported shell environment variables (DBT_* prefix, excluding\nDBT_ENV_SECRET_*) into the dbt execution context as ENV_VARS=().\nDesigned for CI/CD pip\n[…]\nhe\nserver (account-parameter-gated, drift-prone).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) \u003cnoreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) \u003cnoreply@anthropic.com>", "is_bot": false, "headline": "feat: [SNOW-3444081] add --use-shell-env-vars to snow dbt execute (#3…", "author_name": "Yuxin Ding", "author_login": "sfc-gh-yuding", "committed_at": "2026-06-18T07:47:08Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "ddc501044d224ea685eae4b1dadc1644befd500f", "body": "* feat: add --server-session-keep-alive flag for connections\n\nAdd a new CLI flag `--server-session-keep-alive` that prevents Snowflake\nfrom closing idle sessions. This is useful for long-running operations\nor connections held open between multiple operations.\n\nThe flag:\n- Works with both named conne\n[…]\nase note from v3.20.0 (already\nreleased) to the Unreleased version section.\n\nCo-Authored-By: Claude Opus 4.6 \u003cnoreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.6 \u003cnoreply@anthropic.com>", "is_bot": false, "headline": "feat: add --server-session-keep-alive flag for connections (#3100)", "author_name": "Rajaram Gaunker", "author_login": "sfc-gh-rgaunker", "committed_at": "2026-06-17T15:55:49Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "95bdfa57ff192533c7a00b55c4cd11667b7dc2f4", "body": "* Snowflake Apps: scope snowflake.yml UTF-8 handling to `snow app` commands\n\nThe previous fix forced UTF-8 decoding of snowflake.yml globally in the\nshared project-definition loader, overriding cli.encoding.file_io for every\ncommand family. This removes that global assumption and instead pins the\npr\n[…]\nding.file_io`, that setting\ntakes precedence for both reads and the `snow app setup` write.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Scope snowflake.yml UTF-8 handling to `snow app` commands (#3114)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-17T13:20:32Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "fa5a0f92737f6ccc03a561d19feed992e99863e8", "body": null, "is_bot": false, "headline": "chore: improve permissions in github actions (#3117)", "author_name": "Przemek Rafalski", "author_login": "sfc-gh-prafalski", "committed_at": "2026-06-17T12:21:51Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "9e81924cf672923802c961f1e8c685b494188f5c", "body": "…er v5 (#3113)\n\n* fix: make REST error handling work on connector v4 and Universal Driver v5\n\nThe object-create REST path imported HTTP error handling from the legacy\nconnector's vendored `requests` (`snowflake.connector.vendored.requests.\nexceptions.HTTPError`), which the Universal Driver v5 remove\n[…]\no\nthe real connector module, which exists there).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) \u003cnoreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) \u003cnoreply@anthropic.com>", "is_bot": false, "headline": "fix: make REST error handling work on connector v4 and Universal Driv…", "author_name": "Tomasz Urbaszek", "author_login": "sfc-gh-turbaszek", "committed_at": "2026-06-17T12:03:17Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "e391f4df417a8cce8aa1f2f44e6fb9890ec62378", "body": "* fix: [SNOW-3253006] avoid PUT directory error on snowflake-app stage upload\n\nThe snowflake-app stage upload delegated to StageManager.put_recursive with\ntemp_directory set to the live bundle root. That helper uploads via\n`PUT \u003cdir>/*`, whose glob also matches subdirectories, which the connector\nre\n[…]\ns that exercise the upload phase\non windows-latest (every PR) and macos-latest (scheduled).\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: escape glob metacharacters in deploy PUT sources (#3110)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-16T21:52:56Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "599976e92242dae0a3bd72a039e7a16142bf6d30", "body": "* feat: [SNOW-3444080] add env.yml support to snow dbt deploy\n\nAdds three flags to `snow dbt deploy` that bring env.yml into the deploy\nflow alongside profiles.yml:\n\n- `--env-file-dir \u003cpath>`: inject env.yml from a separate directory into\n the staged project root, mirroring `--profiles-dir`.\n- `--d\n[…]\n- Drop trailing blank line left over from rebase.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) \u003cnoreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) \u003cnoreply@anthropic.com>", "is_bot": false, "headline": "feat: [SNOW-3444080] add env.yml support to snow dbt deploy (#3097)", "author_name": "Yuxin Ding", "author_login": "sfc-gh-yuding", "committed_at": "2026-06-16T19:43:33Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "a996c9b4ef7301169f9238f8580cfd1ddd44ba94", "body": "* Snowflake Apps: rename --deploy-only to --promote-only\n\nRename the `snow app deploy` `--deploy-only` flag (Snowflake Apps Deploy\nflow) to `--promote-only`. The previous `--deploy-only` name is retained\nas a hidden, backward-compatible alias so existing scripts keep working.\n\nUpdates the flag defin\n[…]\nent@cursor.com>\n\n* Snowflake Apps: clarify --deploy-only alias is temporary in release note\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: rename `--deploy-only` to `--promote-only` (#3112)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-16T15:48:39Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "d9c87b01a3d5a41974578f38e0dc8024e9fd14d9", "body": "…flake.yml (#3107)\n\n* Snowflake Apps: fix Windows UnicodeDecodeError reading non-ASCII snowflake.yml\n\nThe project-definition loader read snowflake.yml in text mode without an\nexplicit encoding, so Python fell back to the platform default code page\n(cp1252 on Windows). A non-ASCII character in the de\n[…]\nd\nfunnels through — and treat both None and the \"locale\" sentinel as the\nunguarded default.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: fix Windows UnicodeDecodeError reading non-ASCII snow…", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-15T13:48:37Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "d5b59b024a6eb327ce38235f5397bf9ae5ae65d2", "body": "fix: [NOSNOW] fix dcm integration tests", "is_bot": false, "headline": "fix: [SNOW-3655490] fix dcm integration tests (#3109)", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-06-15T11:16:00Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "bb860b82d73ce0126165f9ac2f86cc502e9d131d", "body": "* SNOW-2457402 Unify encoding support\n\n* Add encoding to path related operations\n\n* Add encoding warnings\n\n* Add unit tests\n\n* Mior warning change\n\n* Fix for file opened in binary mode\n\n* Add statement reader tests\n\n* Fixes to unit tests\n\n* Integration tests\n\n* Fixing integration tests\n\n* Remove str\n[…]\n Add release notes\n\n* Test fixes\n\n* Fix stdout encoding side effects in tests\n\n* Use CSV format in stdout encoding integration tests\n\n---------\n\nCo-authored-by: Oskar Lorek \u003coskar.lorek@snowflake.com>", "is_bot": false, "headline": "feat: [SNOW-2457402] Unify encoding support in SnowCLI (#2792)", "author_name": "Kamil Olszewski", "author_login": "sfc-gh-kolszewski", "committed_at": "2026-06-15T08:54:22Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "ea0154f550557b5e5b999900d8d52a729ef159d9", "body": "…(#2855)\n\n* Add Cortex AI end-to-end PR review workflow\n\nAdds a GitHub Actions workflow and orchestration script that uses the Cortex Code CLI as an autonomous agent to perform E2E verification of CLI behavioral changes on pull requests. The agent gets a dedicated Snowflake playground database and v\n[…]\ns any API error fail closed.\n\n* Change the user used by E2E reviewer\n\n* Fix the action trigger to check for ADMIN privileges\n\n---------\n\nCo-authored-by: Kamil Olszewski \u003ckamil.olszewski@snowflake.com>", "is_bot": false, "headline": "SNOW-3329144: Add Cortex Code CLI agent for autonomous E2E PR review …", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-06-15T08:10:04Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "e0246ebf32a85b9799e2528de691ee7760cca646", "body": "…3105)\n\n* SNOW-3388436 Link or copy DCM files to upload in the temporary directory rather than the output directory in the project root folder\n\n* Apply suggestion: Pass tmp_path to local_path", "is_bot": false, "headline": "SNOW-3388436 Link or copy DCM files to upload in the temporary dir (#…", "author_name": "Lukasz Kyc", "author_login": "sfc-gh-lkyc", "committed_at": "2026-06-12T06:42:46Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "914ad24d892a198eda9aa73713c5eab3b4a9e8aa", "body": "…idation (#3065)\n\n* feat: [SNOW-3579570] replace dbt-version regex with server-driven validation\n\nThe previous regex (^\\d+\\.\\d+\\.\\d+(-[a-zA-Z0-9]+)?$) rejected valid\nversions like 2.0.0-preview.175 and had to be updated each time the\nserver introduced a new naming pattern.\n\nFor deploy, DBTManager no\n[…]\new changes belong. Also drops the original long-form\nduplicate of the same bullet that was carried into v3.20.0 by the bump.\n\n---------\n\nCo-authored-by: Jakub Wilkowski \u003cjakub.wilkowski@snowflake.com>", "is_bot": false, "headline": "feat: [SNOW-3579570] replace dbt-version regex with server-driven val…", "author_name": "Andrew Faulds", "author_login": "sfc-gh-afaulds", "committed_at": "2026-06-11T15:28:42Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "7579ea2c5004cb9f7f741504f668f27bbf1d9236", "body": "chore: hide snowflake-app compute pool option/fields and drop managed-pool param checks\n\nHide the `snow app setup --compute-pool` option and the `build_compute_pool` /\n`service_compute_pool` snowflake-app entity fields from help and the generated\nproject-definition JSON schema (via SkipJsonSchema), \n[…]\ne\nDEFAULT_SNOWFLAKE_APPS_BUILD_COMPUTE_POOL /\nDEFAULT_SNOWFLAKE_APPS_SERVICE_COMPUTE_POOL account parameters and any pools\nconfigured in snowflake.yml.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: hide compute pool option/fields (#3104)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-11T12:33:04Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "089b55bd7ccf4210135800f23421d01f1fa0e0b8", "body": "* Add no prompt exit option to repl\n\n* Also get no_prompt_exit option from env var or config\n\n* Rename no_prompt_exit option to no_prompt_exit_repl\n\n* Add test for no_prompt_exit_repl option\n\n* Clarify no_prompt_exit_repl option help\n\n* Use get_config_bool_value and default envvar for no_prompt_exit\n[…]\nonfig getter mock\n\n* Update help message snapshots for --no-prompt-exit-repl option\n\nCo-Authored-By: Remi Salmon \u003csalmon.remi@gmail.com>\n\n---------\n\nCo-authored-by: Remi Salmon \u003csalmon.remi@gmail.com>", "is_bot": false, "headline": "Add --no-prompt-exit-repl option to snow sql REPL (#3103)", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-06-11T12:26:32Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "24b04dc7b3880b451ec797f11bc72320543b7c4a", "body": "…096)\n\n* feat: [SNOW-3563127] add --env and --env-vars to snow dbt execute\n\n`--env` selects a named environment from `env.yml` at execution time\n(`NO_ENV` skips the file entirely). `--env-vars` accepts a YAML/JSON\nobject of overrides applied on top of the selected environment, mirroring\n`dbt run --v\n[…]\n8)\n- Gate --env and --env-vars behind ENABLE_DBT_PROJECT_ENV_VARS feature\n flag per PrPr lifecycle rules; remove RELEASE-NOTES entry; update\n snapshots so hidden options don't appear in --help (#10)", "is_bot": false, "headline": "feat: [SNOW-3563127] add --env and --env-vars to snow dbt execute (#3…", "author_name": "Yuxin Ding", "author_login": "sfc-gh-yuding", "committed_at": "2026-06-11T10:38:47Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "c8964b6c967f036b4b05d45e195cd49ba93e59da", "body": "…ameters (#3102)\n\nSHOW PARAMETERS returns a non-empty value with an empty level string when\na parameter has never been explicitly set (i.e. it is at the system\ndefault). Previously the CLI treated these system defaults as\nadmin-configured values, causing build_compute_pool and\nservice_compute_pool to appear in snow app setup output even after\nALTER ACCOUNT UNSET. Now only parameters with a non-empty level\n(ACCOUNT or USER) are used.\n\nCo-authored-by: Cortex Code \u003cnoreply@snowflake.com>", "is_bot": false, "headline": "Snowflake Apps: skip system-default parameters in fetch_snow_apps_par…", "author_name": "Myles Borins", "author_login": "sfc-gh-mborins", "committed_at": "2026-06-10T18:32:30Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "b7dde67b9904cdf85598f08872ce1e41278e5c08", "body": "…snow app setup\" (#3099)\n\n* feat: support warehouse, database and schema overrides in snow app setup\n\n`snow app setup` now treats the global --warehouse, --database, and\n--schema connection options as explicit overrides for the generated\nsnowflake.yml, taking precedence over account parameters and c\n[…]\n not belong to the\nrequested database. Require --schema alongside --database to avoid this.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: support warehouse, database and schema overrides in \"…", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-10T17:30:30Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "cee788e2e997dba29663047d43e83adc6b22ed0f", "body": "…x (#3101)\n\n* Snowflake Apps: clearer deploy errors and Windows workspace upload fix\n\nSurface privilege failures during the upload phase of `snow app deploy`\nas actionable CliErrors instead of raw ProgrammingErrors. Both the stage\n(`prepare_stage`) and workspace (`prepare_workspace`) paths now repor\n[…]\nndows file-URI fix)\nagainst a real account without needing build/service compute resources.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: clearer deploy errors and Windows workspace upload fi…", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-10T17:30:16Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "f06ddc5eb70607a5b388cbdb5d2f5fd74279ff4c", "body": "feat: support bare string for snowflake-app build_eai\n\nExternal access integrations are account-level objects, so build_eai now\naccepts a bare name string (e.g. `build_eai: MY_EAI`) in addition to the\nexisting object form with a single `name` field.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: support bare string for snowflake-app build_eai (#3098)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-09T20:30:45Z", "body_truncated": false, "is_coding_agent": true }, { "oid": "5d446e648a9ef609db7fac1f83d4f640e23ee594", "body": null, "is_bot": false, "headline": "docs: add CLI design principles to adding-commands.md (#3093)", "author_name": "Jan Bílek", "author_login": "sfc-gh-jbilek", "committed_at": "2026-06-09T09:48:18Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "577bba92a692d2a6565b4804170c47ab37fcce12", "body": "…ions (#3095)\n\n* Snowflake Apps: always use a workspace for personal-database destinations\n\nPersonal databases (USER$\u003cuser>) do not support stages, but the\nworkspace-vs-stage decision keyed off config provenance (the database\nresolving from the built-in personal-DB default tier) / explicit config\nra\n[…]\n: bool` field with a clearer\n`type: \"workspace\" | \"stage\"` literal, per PR review feedback.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: always use a workspace for personal-database destinat…", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-08T20:03:28Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "0ccafa96935a05a728592802428d212ed75ccdbc", "body": "* refactor: remove unused snowflake-app entity model fields\n\nDrop fields that were defined on the snowflake-app entity model but never\nread by `snow app setup` or `snow app deploy`: service_eai, app_port,\nbuild_image, execute_as_caller, dev_roles, and image_repository (plus the\nnow-unused ImageRepos\n[…]\nxplicit rule so the native-apps\nteam co-owns these fixtures alongside the other apps paths.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: remove unused snowflake-app entity model fields (#3089)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-08T14:07:08Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "ee5adf23a1eca581ec773a268cc7cf8c958dda37", "body": "* chore: upgrade pip to 26.1.2\n\n* fix: use sys.executable -m pip in test plugin install fixtures", "is_bot": false, "headline": "chore: upgrade pip to 26.1.2 (#3090)", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-06-08T13:38:47Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "6abd6a4d5748156f9af77153372571f93486d5d8", "body": "* Update release notes for 3.20.0\n\n* Bump dev version to 3.21.0", "is_bot": false, "headline": "Bump release notes 3.20.0 (#3091)", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-06-08T11:27:45Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "cacaa6f948f11754a2cabc0ae737af24a0d16a9e", "body": "…tion is inaccessible (#3088)\n\n* Snowflake Apps: fall back to personal DB when account default destination is inaccessible\n\nVerify the current role can access the account-configured destination\ndatabase/schema (DEFAULT_SNOWFLAKE_APPS_DESTINATION_DATABASE/SCHEMA)\nbefore using them. When the database \n[…]\name user-facing\n\"Snowflake Apps\" / \"SnowApps\" text to the official \"Snowflake App Runtime\".\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: fall back to personal DB when account default destina…", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-05T22:13:22Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "0d76a8d9d7c562fed5f1c2a2603b61af2abd6f84", "body": "fix: skip snow app query spinner in non-interactive mode\n\nHonor --no-interactive (and detect non-interactive output such as piped/\nredirected/CI) so `snow app` commands do not emit a loading spinner while\nrunning queries, avoiding spinner control characters in captured output.\nThe spinner interactivity is scoped to the apps plugin.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: skip query spinner in non-interactive mode (#3078)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-05T13:58:36Z", "body_truncated": false, "is_coding_agent": true }, { "oid": "ef831eae1b6817eae05f2fac0ee90d97ea5d7263", "body": "…otes (#3083)\n\nAdd native-apps team as owner of nativeapp plugin and release notes\n\nExtend CODEOWNERS so the native-apps team also owns the nativeapp plugin\nsource, its unit and integration test paths, and RELEASE-NOTES.md.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Add native-apps team as CODEOWNERS for nativeapp plugin and release n…", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-05T13:32:55Z", "body_truncated": false, "is_coding_agent": true }, { "oid": "43f3433b38479d2df9571ca8dd9bac767c93f79d", "body": "* refactor: fetch Snowflake App build logs via SYSTEM$GET_SERVICE_LOGS\n\nSwitch get_build_job_logs from the build job's SPCS_GET_LOGS table\nfunction to a CALL SYSTEM$GET_SERVICE_LOGS query, matching how the\napplication logs in `snow app events` are retrieved. The build job is a\nsingle-instance SPCS j\n[…]\nnt and fix stray\n whitespace accidentally introduced in build_app_artifact_repo docstring.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: fetch build logs via SYSTEM$GET_SERVICE_LOGS (#3084)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-04T19:43:43Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "00677bd23a5ce8d9b460592e4f566888876105f1", "body": "… (#2959)\n\n``get_account_identifier()`` unconditionally indexed the row returned by\n``CURRENT_ORGANIZATION_NAME() / CURRENT_ACCOUNT_NAME()``. If the query\nreturned no row (e.g. session without an org assigned, or a permission\nlayer dropping rows) ``fetchone()`` would yield ``None`` and the next\nexpr\n[…]\nper,\n removing the duplicate SQL round-trip and inheriting the new guard.\n* Tests updated to mock the ORG/ACCT two-column result; added a\n parametrized test for the None / NULL / empty-string cases.", "is_bot": false, "headline": "fix: guard get_account_identifier / spcs build-image against NULL org…", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-06-03T11:41:54Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "3632f2edc2d0edab66e7673f5cdd1c3f9ccc020f", "body": "* feat: [SNOW-1904824] add `snow helpers generate-project-schema`\n\nAdds a CLI command that dumps a JSON Schema (Draft 2020-12) for the\nsnowflake.yml project definition. The schema is generated directly from\nthe pydantic `DefinitionV10`/`DefinitionV11`/`DefinitionV20` models so it\nstays in sync with \n[…]\nirectory\nthat does not exist (previously surfaced an unhandled FileNotFoundError\nfrom Path.touch). Drop the redundant `is not None` guard on output_format,\nwhich is non-Optional and defaults to TABLE.", "is_bot": false, "headline": "feat: [SNOW-1904824] add `snow helpers generate-project-schema` (#2950)", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-06-03T11:37:16Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "064301ca04aa917780fc8a3196c4d84bc4ae97d4", "body": "feat: prefix snowflake-apps polling messages with HH:MM:SS timestamp\n\nAdd a `_ts()` helper in `manager.py` that returns the current local time\nformatted as ``HH:MM:SS``, and prefix every polling-related\n``cli_console.step`` message with ``[HH:MM:SS]`` so users can see\nexactly when each status check occurred during long-running deploys.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: prefix polling messages with timestamp (#3080)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-02T16:06:40Z", "body_truncated": false, "is_coding_agent": true }, { "oid": "7188d2d761fafecaed8ff60b43be824b2e0da7f7", "body": "refactor: remove dead code from snowflake-app plugin\n\nDrop three internal helpers in the apps manager that were never called by\nany command flow and only exercised by their own unit tests:\n\n- _find_dockerfile_expose_port (and its EXPOSE regexes / sentinel)\n- SnowflakeAppManager.role_has_bind_service\n[…]\nSnowflakeAppManager.get_app_service_logs (deploy/events use\n get_service_logs)\n\nAlso removes the corresponding tests. No user-facing interface change.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: remove dead code (#3079)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-02T15:44:25Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "9a1383f777606350ad2d1b1c4d37d301dc156b74", "body": "…917443) (#2941)\n\n* fix: snow sql table output collapses to \"|\" with many columns (SNOW-2917443)\n\nWhen stdout is not a terminal, rich falls back to a console width of 80,\nwhich squeezes many-column tables to 0-1 characters per cell and renders\nas a series of \"|\" characters with no content.\n\nRender n\n[…]\n empty line no longer matched and the snapshot assertion failed.\nRestore the canonical 2-space blank line (tests_integration/ is excluded\nfrom the trailing-whitespace pre-commit hook, so it persists).", "is_bot": false, "headline": "fix: snow sql table output collapses to \"|\" with many columns (SNOW-2…", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-06-02T12:47:44Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "fedc02375142a78df387a6222a1ab1b111aa4b71", "body": "…s (#3077)\n\n* fix: [NOSNOW] make /ok-to-test actually test and report fork PRs\n\nThe /ok-to-test flow (issue_comment -> repository_dispatch ->\nintegration-fork / e2e-fork -> test_fork.yaml) has been failing on\nevery fork PR. 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null, "unverified_reason": null, "unanswered_open_prs": null, "unanswered_open_issues": null, "days_since_last_merged_pr": null, "days_since_last_human_commit": 2, "days_since_last_human_commit_is_floor": false }, "components": [ { "key": "project_is_still_maintained", "name": "Project is still maintained", "detail": "last human commit 2 days ago", "points": 100, "status": "met", "details": [ { "code": "abandonment_maintained", "params": { "days": 2 } } ], "max_points": 100 } ] } ], "description": "Is the project alive — is code being written and are releases shipping?" }, { "key": "community", "band": "good", "name": "Community & Adoption", "value": 77, "weight": 0.18, "metrics": [ { "key": "popularity", "band": "moderate", "name": "Popularity & adoption", "note": null, "notes": [], "value": 63, "inputs": { "forks": 114, "stars": 263, "watchers": 14, "growth_state": "unverified", "growth_factor_pct": 100, "growth_unverified_reason": "no_history" }, "components": [ { "key": "stars", "name": "Stars", "detail": "263 stars", "points": 39.2, "status": "partial", "details": [ { "code": "stars", "params": { "count": 263 } } ], "max_points": 60 }, { "key": "forks", "name": "Forks", "detail": "114 forks", "points": 17.1, "status": "partial", "details": [ { "code": "forks", "params": { "count": 114 } } ], "max_points": 25 }, { "key": "watchers", "name": "Watchers", "detail": "14 watchers", "points": 6.2, "status": "partial", "details": [ { "code": "watchers", "params": { "count": 14 } } ], "max_points": 15 } ] }, { "key": "community_health", "band": "good", "name": "Community health", "note": null, "notes": [], "value": 77, "inputs": { "has_readme": true, "has_license": true, "has_contributing": true, "has_issue_template": false, "has_code_of_conduct": false, "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 (Apache-2.0)", "points": 22.5, "status": "met", "details": [ { "code": "license_standard", "params": {} }, { "code": "license_spdx", "params": { "spdx": "Apache-2.0" } } ], "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": 0, "status": "missed", "details": [], "max_points": 13.5 }, { "key": "issue_template", "name": "Issue template", "detail": null, "points": 0, "status": "missed", "details": [], "max_points": 7.2 }, { "key": "pr_template", "name": "PR template", "detail": null, "points": 6.3, "status": "met", "details": [], "max_points": 6.3 } ] }, { "key": "ecosystem_adoption", "band": "excellent", "name": "Ecosystem adoption (downloads)", "note": "Excluded from scoring (no data or not applicable): Registry dependents. 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"band": "excellent", "name": "Sustainability & Governance", "value": 85, "weight": 0.24, "metrics": [ { "key": "maintainer_resilience", "band": "excellent", "name": "Maintainer resilience (bus factor)", "note": null, "notes": [], "value": 92, "inputs": { "bus_factor": 6, "contributors_sampled": 72, "top_contributor_share": 0.137 }, "components": [ { "key": "bus_factor", "name": "Bus factor", "detail": "6 contributor(s) cover half of all commits", "points": 48.6, "status": "partial", "details": [ { "code": "bus_factor", "params": { "count": 6 } } ], "max_points": 54 }, { "key": "commit_distribution", "name": "Commit distribution", "detail": "top contributor authored 14% of commits", "points": 19.4, "status": "partial", "details": [ { "code": "top_contributor_share", "params": { "share": 14 } } ], "max_points": 22.5 }, { "key": "contributor_breadth", "name": "Contributor breadth", "detail": "72 contributors", "points": 13.5, "status": "met", "details": [ { "code": "contributors_sampled", "params": { "count": 72 } } ], "max_points": 13.5 }, { "key": "openssf_scorecard_contributors", "name": "OpenSSF Scorecard: Contributors", "detail": "project has 3 contributing companies or organizations -- score normalized to 10", "points": 10, "status": "met", "details": [], "max_points": 10 } ] }, { "key": "responsiveness", "band": "good", "name": "Issue & PR responsiveness", "note": null, "notes": [], "value": 70, "inputs": { "merged_prs": 2175, "open_issues": 69, "closed_issues": 340, "issue_closed_ratio": 0.831, "closed_unmerged_prs": 447 }, "components": [ { "key": "issue_resolution", "name": "Issue resolution", "detail": "83% of issues closed", "points": 38.8, "status": "partial", "details": [ { "code": "issues_closed_share", "params": { "share": 83 } } ], "max_points": 46.75 }, { "key": "pr_acceptance", "name": "PR acceptance", "detail": "2175/2622 decided PRs merged", "points": 31.7, "status": "partial", "details": [ { "code": "decided_prs_merged", "params": { "merged": 2175, "decided": 2622 } } ], "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": "good", "name": "Ownership & stewardship", "note": null, "notes": [], "value": 78, "inputs": { "followers": 1616, "owner_type": "Organization", "is_verified": null, "owner_login": "snowflakedb", "public_repos": 63, "account_age_days": 4569 }, "components": [ { "key": "ownership_backing", "name": "Ownership backing", "detail": "organization-owned", "points": 30, "status": "met", "details": [ { "code": "owner_organization", "params": {} } ], "max_points": 30 }, { "key": "verified_domain", "name": "Verified domain", "detail": null, "points": 0, "status": "missed", "details": [], "max_points": 20 }, { "key": "owner_reach", "name": "Owner reach", "detail": "1,616 followers of snowflakedb", "points": 23.1, "status": "partial", "details": [ { "code": "owner_followers", "params": { "count": 1616, "login": "snowflakedb" } } ], "max_points": 25 }, { "key": "track_record", "name": "Track record", "detail": "63 public repos, account ~12 yr old", "points": 25, "status": "met", "details": [ { "code": "public_repos", "params": { "count": 63 } }, { "code": "account_age_years", "params": { "years": 12 } } ], "max_points": 25 } ] }, { "key": "package_maintenance", "band": "excellent", "name": "Package maintenance", "note": null, "notes": [], "value": 100, "inputs": { "packages": [ "snowflake-cli" ], "ecosystems": "pypi", "any_deprecated": false, "min_days_since_publish": 10 }, "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 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OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.", "notes": [ { "code": "excluded_no_data", "params": { "components": [ "openssf_scorecard_ci_tests" ] } }, { "code": "weights_renormalized", "params": {} } ], "value": 92, "inputs": { "has_ci": true, "has_tests": true, "has_editorconfig": false, "has_linter_config": true, "has_precommit_config": true }, "components": [ { "key": "ci_workflows", "name": "CI workflows", "detail": "23 workflow(s)", "points": 24, "status": "met", "details": [ { "code": "ci_workflows", "params": { "count": 23 } } ], "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": 16, "status": "met", "details": [], "max_points": 16 }, { "key": "pre_commit_hooks", "name": "Pre-commit hooks", "detail": null, "points": 9.6, "status": "met", "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": "excellent", "name": "Documentation", "note": null, "notes": [], "value": 90, "inputs": { "topics": [ "cli", "data-ops", "devops-tools", "snowflake", "sql" ], "has_wiki": false, "homepage": "https://docs.snowflake.com/developer-guide/snowflake-cli-v2/index", "has_readme": true, "has_docs_dir": true, "has_description": true }, "components": [ { "key": "readme", "name": "README", "detail": null, "points": 30, "status": "met", "details": [], "max_points": 30 }, { "key": "documentation_directory", "name": "Documentation directory", "detail": null, "points": 25, "status": "met", "details": [], "max_points": 25 }, { "key": "documentation_homepage_site", "name": "Documentation / homepage site", "detail": "https://docs.snowflake.com/developer-guide/snowflake-cli-v2/index", "points": 15, "status": "met", "details": [], "max_points": 15 }, { "key": "repository_description", "name": "Repository description", "detail": null, "points": 10, "status": "met", "details": [], "max_points": 10 }, { "key": "topics", "name": "Topics", "detail": "5 topics", "points": 10, "status": "met", "details": [ { "code": "topics_count", "params": { "count": 5 } } ], "max_points": 10 }, { "key": "wiki", "name": "Wiki", "detail": null, "points": 0, "status": "missed", "details": [], "max_points": 10 } ] } ], "description": "Are baseline engineering and documentation practices in place?" }, { "key": "security", "band": "moderate", "name": "Security", "value": 56, "weight": 0.16, "metrics": [ { "key": "security_posture", "band": "moderate", "name": "Security posture", "note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging. 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"max_points": 40 } ] }, { "key": "ai_verify_loop", "band": "moderate", "name": "Verify loop (build / test / typecheck)", "note": null, "notes": [], "value": 58, "inputs": { "has_nix": false, "has_tests": true, "lockfiles": [], "has_dockerfile": true, "typed_language": false, "bootstrap_files": [], "has_devcontainer": false, "has_linter_config": true, "typecheck_configs": [], "agent_commit_share": 0.39, "toolchain_manifests": [], "dependency_bot_commit_share": 0 }, "components": [ { "key": "one_command_bootstrap", "name": "One-command bootstrap", "detail": null, "points": 0, "status": "missed", "details": [], "max_points": 18 }, { "key": "automated_tests", "name": "Automated tests", "detail": null, "points": 22, "status": "met", "details": [], "max_points": 22 }, { "key": "lint_format_config", "name": "Lint / format config", "detail": null, "points": 11, "status": "met", "details": [], "max_points": 11 }, { "key": "static_type_checking", "name": "Static type checking", "detail": null, "points": 0, "status": "missed", "details": [], "max_points": 11 }, { "key": "reproducible_environment", "name": "Reproducible environment", "detail": "Dockerfile", "points": 10, "status": "met", "details": [ { "code": "file_list", "params": { "files": "Dockerfile" } } ], "max_points": 10 }, { "key": "demonstrated_agent_practice", "name": "Demonstrated agent practice", "detail": "39 of the last 100 commits agent-authored or agent-credited", "points": 10, "status": "met", "details": [ { "code": "agent_authored_commits", "params": { "count": 39, "sampled": 100 } } ], "max_points": 10 }, { "key": "automated_maintenance", "name": "Automated maintenance", "detail": "dependency automation configured, none observed in the sampled commits", "points": 5, "status": "partial", "details": [ { "code": "dependency_bot_config_only", "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": "moderate", "name": "Code legibility for models", "note": null, "notes": [], "value": 54, "inputs": { "primary_language": "Python", "largest_source_bytes": 335119, "source_files_sampled": 831, "oversized_source_files": 16 }, "components": [ { "key": "type_checkable_code", "name": "Type-checkable code", "detail": "Python without a type-check config", "points": 0, "status": "missed", "details": [ { "code": "no_typecheck_config_language", "params": { "language": "Python" } } ], "max_points": 45 }, { "key": "manageable_file_sizes", "name": "Manageable file sizes", "detail": "16/831 source files over 60KB", "points": 53.9, "status": "partial", "details": [ { "code": "oversized_source_files", "params": { "kb": 60, "sampled": 831, "oversized": 16 } } ], "max_points": 55 } ] }, { "key": "ai_interfaces", "band": "good", "name": "Machine-readable interfaces", "note": null, "notes": [], "value": 80, "inputs": { "example_dirs": [ "example", "notebooks" ], "has_mcp_signal": false, "api_schema_files": [ "src/snowflake/cli/_plugins/streamlit/proto/developer/v1/logs_service.proto" ] }, "components": [ { "key": "api_schema_openapi_graphql_proto", "name": "API schema (OpenAPI/GraphQL/proto)", "detail": "src/snowflake/cli/_plugins/streamlit/proto/developer/v1/logs_service.proto", "points": 40, "status": "met", "details": [ { "code": "file_list", "params": { "files": "src/snowflake/cli/_plugins/streamlit/proto/developer/v1/logs_service.proto" } } ], "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": "example, notebooks", "points": 40, "status": "met", "details": [ { "code": "file_list", "params": { "files": "example, notebooks" } } ], "max_points": 40 } ] } ], "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score." } ], "metrics_version": "1.13.0" }, "warnings": [ "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token" ], "report_type": "repository", "generated_at": "2026-07-26T18:51:24.128628Z", "schema_version": "0.27.0", "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/snowflakedb/snowflake-cli.svg", "full_name": "snowflakedb/snowflake-cli", "license_state": "standard", "license_spdx": "Apache-2.0" }, "repoMeta": null, "notFound": false, "related": [ { "id": 139, "full_name": "apache/superset", "url": "https://github.com/apache/superset", "description": "Apache Superset is a Data Visualization and Data Exploration Platform", "ecosystem": "npm", "ecosystems": [ "npm", "pypi" ], "primary_language": "TypeScript", "languages": [ "TypeScript", "Python", "Jupyter Notebook" ], "topics": [ "superset", "apache", "apache-superset", "data-visualization", "data-viz", "analytics", "business-intelligence", "data-science", "data-engineering", "asf", "bi", "business-analytics", "data-analytics", "data-analysis", "python", "react", "sql-editor", "flask", "extensions", "visualization", "embed", "embedded", "sdk", "iframe", "dashboard", "chart", "cli", "development-tools" ], "license_spdx": "Apache-2.0", "license_state": "standard", "stars": 73846, "forks": 17889, "watchers": 1535, "monthly_downloads": 1098754, "latest_score": 97, "latest_band": "excellent", "latest_scanned_at": "2026-07-15T20:41:37.957488Z", "has_high_risk_jurisdiction_exposure": false, "has_malicious_dependency": false, "growth_authenticity": "unverified", "abandonment_state": "unverified", "red_flags": [], "badge_url": "" }, { "id": 31321, "full_name": "PrefectHQ/prefect", "url": "https://github.com/PrefectHQ/prefect", "description": "Prefect is a workflow orchestration framework for building resilient data pipelines in Python.", "ecosystem": "pypi", "ecosystems": [ "pypi", "npm" ], "primary_language": "Python", "languages": [ "Python", "TypeScript" ], "topics": [ "python", "workflow", "data-engineering", "data-science", "workflow-engine", "prefect", "infrastructure", "ml-ops", "data-ops", "automation", "orchestration", "data", "observability", "pipeline" ], "license_spdx": "Apache-2.0", "license_state": "standard", "stars": 23442, "forks": 2418, "watchers": 197, "monthly_downloads": 392580, "latest_score": 91, "latest_band": "excellent", "latest_scanned_at": "2026-07-21T04:21:41.217318Z", "has_high_risk_jurisdiction_exposure": false, "has_malicious_dependency": false, "growth_authenticity": "unverified", "abandonment_state": "unverified", "red_flags": [], "badge_url": "" }, { "id": 46, "full_name": "OpenHands/OpenHands", "url": "https://github.com/OpenHands/OpenHands", "description": "🙌 OpenHands: AI-Driven Development", "ecosystem": "npm", "ecosystems": [ "npm", "pypi" ], "primary_language": "Python", "languages": [], "topics": [ "agent", "artificial-intelligence", "chatgpt", "claude-ai", "cli", "developer-tools", "gpt", "llm", "openai" ], "license_spdx": null, "license_state": "custom", "stars": 80575, "forks": 10284, "watchers": 469, "monthly_downloads": 5176863, "latest_score": 87, "latest_band": "excellent", "latest_scanned_at": "2026-07-13T01:17:42.279995Z", "has_high_risk_jurisdiction_exposure": false, "has_malicious_dependency": false, "growth_authenticity": "unverified", "abandonment_state": "unverified", "red_flags": [], "badge_url": "" }, { "id": 11, "full_name": "yt-dlp/yt-dlp", "url": "https://github.com/yt-dlp/yt-dlp", "description": "A feature-rich command-line audio/video downloader", "ecosystem": "pypi", "ecosystems": [ "pypi" ], "primary_language": "Python", "languages": [], "topics": [ "cli", "downloader", "python", "sponsorblock", "youtube-dl", "youtube-downloader", "yt-dlp" ], "license_spdx": "Unlicense", "license_state": "standard", "stars": 177577, "forks": 15188, "watchers": 934, "monthly_downloads": 20863308, "latest_score": 87, "latest_band": "excellent", "latest_scanned_at": "2026-07-13T00:54:25.749969Z", "has_high_risk_jurisdiction_exposure": false, "has_malicious_dependency": false, "growth_authenticity": "unverified", "abandonment_state": "unverified", "red_flags": [], "badge_url": "" }, { "id": 31023, "full_name": "marimo-team/marimo", "url": "https://github.com/marimo-team/marimo", "description": "A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.", "ecosystem": "npm", "ecosystems": [ "npm", "pypi" ], "primary_language": "Python", "languages": [ "Python", "TypeScript" ], "topics": [ "notebooks", "python", "data-science", "machine-learning", "artificial-intelligence", "data-visualization", "developer-tools", "reactive", "pipeline", "web-app", "dag", "dataflow", "sql" ], "license_spdx": "Apache-2.0", "license_state": "standard", "stars": 21920, "forks": 1183, "watchers": 69, "monthly_downloads": 40536, "latest_score": 87, "latest_band": "excellent", "latest_scanned_at": "2026-07-21T03:11:09.682462Z", "has_high_risk_jurisdiction_exposure": false, "has_malicious_dependency": false, "growth_authenticity": "unverified", "abandonment_state": "unverified", "red_flags": [], "badge_url": "" }, { "id": 10006, "full_name": "pallets/click", "url": "https://github.com/pallets/click/", "description": "Python composable command line interface toolkit", "ecosystem": "pypi", "ecosystems": [ "pypi" ], "primary_language": "Python", "languages": [ "Python" ], "topics": [ "python", "cli", "click", "pallets" ], "license_spdx": "BSD-3-Clause", "license_state": "standard", "stars": 17583, "forks": 1860, "watchers": 181, "monthly_downloads": 1006563562, "latest_score": 87, "latest_band": "excellent", "latest_scanned_at": "2026-07-16T12:13:52.469912Z", "has_high_risk_jurisdiction_exposure": false, "has_malicious_dependency": false, "growth_authenticity": "unverified", "abandonment_state": "unverified", "red_flags": [], "badge_url": "" } ] } }
公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-26 18:51 UTC

snowflakedb / snowflake-cli

Snowflake CLI is an open-source command-line tool explicitly designed for developer-centric workloads in addition to SQL operations.

PythonApache-2.0★ 263 星标⑂ 114 复刻始于 2022年8月在 GitHub 上查看 ↗
#cli#data-ops#devops-tools#snowflake#sql

snowflakedb/snowflake-cli 的健康指数为 100 分中的 83 分，处于「良好」区间。 其得分最高的类别是Vitality（99/100），最低的是AI Readiness（55/100）。 最近一次更新在 2 天前。 近期的大部分工作由 6 位贡献者完成。

83
总分 / 100
良好

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。

83
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）
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

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

所有权

Snowflake组织
1,616 关注者63 个公开仓库始于 2014年1月

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

软件包生态系统

注册表软件包版本月下载量版本数最近发布
PyPIsnowflake-cli3.23.01,005,1513810 天前

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？

99优秀 · 占总体的 22%

开发活跃度

99优秀
评分方式
36/36推送新近度 — 最近一次推送于 2 天前
34.6/36提交节奏 — 52 周中有 50 周有提交
18/18提交量 — 最近一年 403 次提交
10/10OpenSSF Scorecard：Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year403
human_commit_share1
days_since_last_push2
active_weeks_last_year50

发布纪律

98优秀
评分方式
27/27有发布版本 — 已发布 100 个发布版本
36/36发布时效 — 最近一次发布版本于 10 天前
27/27发布节奏 — 约每 7.6 天发布一次
8/10OpenSSF Scorecard：Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
所用输入
releases_count100
latest_release_tagv3.23.0
releases_from_tags否
days_since_latest_release10
mean_days_between_releases7.6

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？

77良好 · 占总体的 18%

流行度与采用

63中等
评分方式
39.2/60星标 — 263 个星标
17.1/25复刻 — 114 个复刻
6.2/15关注者 — 14 位关注者
所用输入
forks114
stars263
watchers14
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

77良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证（Apache-2.0）
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme是
has_license是
has_contributing是
has_issue_template否
has_code_of_conduct否
has_pull_request_template是

生态采用（下载量）

100优秀
评分方式
80/80月度下载量 — pypi 合计每月 1,005,151 次下载
0/20注册表被依赖数 — 该生态系统不报告此项
所用输入
packagessnowflake-cli
dependents—
ecosystemspypi
total_downloads—
monthly_downloads1,005,151
已排除计分（无数据或不适用）：注册表被依赖数。 其余权重已重新归一化。

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？

85优秀 · 占总体的 24%

维护者韧性（巴士系数）

92优秀
评分方式
48.6/54巴士系数 — 6 位贡献者贡献了半数提交
19.4/22.5提交分布 — 头号贡献者编写了 14% 的提交
13.5/13.5贡献者广度 — 72 位贡献者
10/10OpenSSF Scorecard：Contributors — project has 3 contributing companies or organizations -- score normalized to 10
所用输入
bus_factor6
contributors_sampled72
top_contributor_share0.137

议题与 PR 响应能力

70良好
评分方式
38.8/46.8议题解决 — 83% 的议题已关闭
31.7/38.3PR 接受 — 已裁定的 PR 中 2,175/2,622 已合并
0/15OpenSSF Scorecard：Code-Review — Found 0/30 approved changesets -- score normalized to 0
所用输入
merged_prs2,175
open_issues69
closed_issues340
issue_closed_ratio0.831
closed_unmerged_prs447

所有权与托管责任

78良好
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
23.1/25所有者影响力 — snowflakedb 有 1,616 位关注者
25/25既往记录 — 63 个公开仓库，账户约 12 年
所用输入
followers1,616
owner_typeOrganization
is_verified—
owner_loginsnowflakedb
public_repos63
account_age_days4,569

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 10 天前
20/20版本历史 — 38 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
packagessnowflake-cli
ecosystemspypi
any_deprecated否
min_days_since_publish10

工程质量

基础的工程与文档实践是否到位？

91优秀 · 占总体的 20%

工程实践

92优秀
评分方式
24/24CI 工作流 — 23 个工作流
24/24存在测试
16/16Linter 配置
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
0/20OpenSSF Scorecard：CI-Tests — 无数据
所用输入
has_ci是
has_tests是
has_editorconfig否
has_linter_config是
has_precommit_config是
已排除计分（无数据或不适用）：OpenSSF Scorecard：CI-Tests。 其余权重已重新归一化。

文档

90优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://docs.snowflake.com/developer-guide/snowflake-cli-v2/index
10/10仓库描述
10/10主题标签 — 5 个主题标签
0/10Wiki
所用输入
topicscli, data-ops, devops-tools, snowflake, sql
has_wiki否
homepagehttps://docs.snowflake.com/developer-guide/snowflake-cli-v2/index
has_readme是
has_docs_dir是
has_description是

安全

可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？

56中等 · 占总体的 16%

安全态势

52中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
0/2.5CI-Tests — 无数据
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 3 contributing companies or organizations -- score normalized to 10
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — 无数据
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
5/5Security-Policy — security policy file detected
6/7.5Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 28 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5.2
已排除计分（无数据或不适用）：ci_tests, packaging。 其余权重已重新归一化。

依赖安全公告

73良好
评分方式
7.8/35直接依赖不含已知公告 — 3 个受影响：click 8.1.8 (high 7.2), gitpython 3.1.50 (high 8.8), setuptools 80.8.0 (moderate 6.1)
25/25间接依赖不含已知公告 — 没有间接依赖携带已知公告
40/40没有长期未处理的公告 — 没有公告公开超过 90 天
所用输入
sourceosv
advisories12
affected_packages3
assessed_packages63
unassessed_packages0
affected_by_severityhigh 2, moderate 1
direct_affected_packages3
比对的是 pypi:snowflake-cli@3.23.0 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 63 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。

55中等 · 占总体的 0%

AI 代理上下文与指引

40存在风险
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档（llms.txt）
40/40可读的提交历史 — 100 次人类提交中有 97 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_share0.97
agent_instruction_files—
agent_instruction_max_bytes—

验证循环（构建 / 测试 / 类型检查）

58中等
评分方式
0/18一条命令的引导启动
22/22自动化测试
11/11Lint / 格式化配置
0/11静态类型检查
10/10可复现环境 — Dockerfile
10/10已体现的代理实践 — 最近 100 次提交中有 39 次由代理编写或署名代理
5/8自动化维护 — 已配置依赖自动化，但在抽样提交中未观察到
0/10OpenSSF 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是
typed_language否
bootstrap_files—
has_devcontainer否
has_linter_config是
typecheck_configs—
agent_commit_share0.39
toolchain_manifests—
dependency_bot_commit_share0

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
53.9/55可控的文件大小 — 采样的 831 个源文件中有 16 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes335,119
source_files_sampled831
oversized_source_files16

机器可读接口

80良好
评分方式
40/40API 模式（OpenAPI/GraphQL/proto） — src/snowflake/cli/_plugins/streamlit/proto/developer/v1/logs_service.proto
0/20MCP 服务器
40/40可运行示例 — example, notebooks
所用输入
example_dirsexample, notebooks
has_mcp_signal否
api_schema_filessrc/snowflake/cli/_plugins/streamlit/proto/developer/v1/logs_service.proto

关键数据

263GitHub 星标
72贡献者
403最近 12 个月提交数
2距最近推送天数
100发布版本数
6巴士系数（bus factor）
69开放议题
PyPI软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

更多细节

Star 与 Fork 历史 0 ★ / 114 ⇿
0Star
114Fork
100发布

每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。

02040608010012011342022-112024-092026-07
主版本 1次版本 26修订 18

每个点涵盖 4 天。

OpenSSF Scorecard 5.2 / 10
5.2综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。Scorecard v5.5.0 · 2026-07-26 18:49 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
不适用CI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
10Security-Policysecurity policy file detected
8Signed-Releases5 out of the last 5 releases have a total of 5 signed artifacts.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities28 existing vulnerabilities detected
直接依赖 22
注册表软件包版本约束清单文件
PyPIclick==8.1.8pyproject.toml
PyPIGitPython==3.1.50pyproject.toml
PyPIPyYAML==6.0.2pyproject.toml
PyPIid==1.5.0pyproject.toml
PyPIjinja2==3.1.6pyproject.toml
PyPIpackaging==25.0pyproject.toml
PyPIpip==26.1.2pyproject.toml
PyPIpluggy==1.6.0pyproject.toml
PyPIprompt-toolkit==3.0.51pyproject.toml
PyPIprotobuf>=5.29.6,<6pyproject.toml
PyPIpydantic==2.12.5pyproject.toml
PyPIrequests==2.33.0pyproject.toml
PyPIrequirements-parser==0.13.0pyproject.toml
PyPIrich==14.0.0pyproject.toml
PyPIsetuptools==80.8.0pyproject.toml
PyPIsnowflake-connector-python==4.7.1pyproject.toml
PyPIsnowflake-snowpark-python==1.53.0pyproject.toml
PyPIsnowflake.core==1.10.0pyproject.toml
PyPItomlkit==0.13.3pyproject.toml
PyPItyper==0.17.3pyproject.toml
PyPIurllib3>=2.6.3,<3pyproject.toml
PyPIwebsocket-client>=1.6.0,<2pyproject.toml
全部依赖 96

来自 GitHub 依赖图的完整解析依赖集合：28 个直接依赖与 68 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。

注册表软件包版本关系
PyPIclick8.1.8直接
PyPIgitpython3.1.50直接
PyPIid1.5.0直接
PyPIjinja23.1.6直接
PyPIpackaging25.0直接
PyPIpip26.1.2直接
PyPIpluggy1.6.0直接
PyPIprompt-toolkit3.0.51直接
PyPIprotobuf—直接
PyPIprotobuf5.29.6直接
PyPIpydantic1.10.13直接
PyPIpydantic2.12.5直接
PyPIpyyaml6.0.2直接
PyPIrequests2.33.0直接
PyPIrequirements-parser0.13.0直接
PyPIrich14.0.0直接
PyPIsetuptools80.8.0直接
PyPIsnowflake-connector-python—直接
PyPIsnowflake-connector-python4.7.1直接
PyPIsnowflake-core1.10.0直接
PyPIsnowflake-snowpark-python—直接
PyPIsnowflake-snowpark-python1.53.0直接
PyPItomlkit0.13.3直接
PyPItyper0.17.3直接
PyPIurllib3—直接
PyPIurllib32.6.3直接
PyPIwebsocket-client—直接
PyPIwebsocket-client1.9.0直接
PyPIaiohttp—间接
PyPIannotated-types0.7.0间接
PyPIasn1crypto1.5.1间接
PyPIboto31.39.14间接
PyPIbotocore1.39.14间接
PyPIcertifi2025.7.14间接
PyPIcffi2.0.0间接
PyPIcharset-normalizer3.4.2间接
PyPIcloudpickle3.0.0间接
PyPIcolorama0.4.6间接
PyPIcoverage7.10.4间接
PyPIcryptography46.0.6间接
PyPIdummy-pkg-for-tests—间接
PyPIdummy-pkg-for-tests-with-deps—间接
PyPIfactory-boy3.3.3间接
PyPIfaker37.4.0间接
PyPIfilelock3.18.0间接
PyPIgitdb4.0.12间接
PyPIhttpx—间接
PyPIhttpx-retries0.4.2间接
PyPIidna3.10间接
PyPIjaraco-classes3.4.0间接
PyPIjaraco-context6.0.1间接
PyPIjaraco-functools4.2.1间接
PyPIjeepney0.9.0间接
PyPIjmespath1.0.1间接
PyPIkeyring25.6.0间接
PyPImarkdown-it-py3.0.0间接
PyPImarkupsafe3.0.2间接
PyPImatplotlib—间接
PyPImdurl0.1.2间接
PyPImore-itertools10.7.0间接
PyPImypy1.3.0间接
PyPInumpy—间接
PyPIpandas—间接
PyPIplatformdirs4.3.8间接
PyPIpre-commit—间接
PyPIpycparser2.22间接
PyPIpydantic-core2.41.5间接
PyPIpygments2.19.2间接
PyPIpyjwt2.10.1间接
PyPIpyopenssl26.0.0间接
PyPIpytest8.4.1间接
PyPIpytest-cov6.0.0间接
PyPIpytest-httpserver1.1.3间接
PyPIpytest-randomly3.16.0间接
PyPIpytest-xdist3.6.1间接
PyPIpython-dateutil2.9.0.post0间接
PyPIpytz2025.2间接
PyPIpywin32-ctypes0.2.3间接
PyPIs3transfer0.13.1间接
PyPIscikit-learn—间接
PyPIsecretstorage3.3.3间接
PyPIshellingham1.5.4间接
PyPIsix1.17.0间接
PyPIsmmap5.0.2间接
PyPIsnowflake-cli—间接
PyPIsnowflake-cli3.0.1间接
PyPIsortedcontainers2.4.0间接
PyPIsyrupy—间接
PyPIsyrupy4.9.1间接
PyPItyping-extensions4.14.1间接
PyPItyping-inspection0.4.2间接
PyPItzdata2025.2间接
PyPItzlocal5.3.1间接
PyPIuv0.10.9间接
PyPIwcwidth0.2.13间接
PyPIwheel0.45.1间接
依赖安全公告 3

安装 pypi:snowflake-cli@3.23.0 会引入 63 个包（直接与传递）：其中 3 个存在已知公告，3 个为直接依赖。

软件包版本关系严重程度公告数修复版本
click8.1.8直接高18.3.3
gitpython3.1.50直接高93.1.55
setuptools80.8.0直接中283.0.0

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": [
        "cli",
        "data-ops",
        "devops-tools",
        "snowflake",
        "sql"
      ],
      "is_fork": false,
      "size_kb": 80166,
      "has_wiki": false,
      "homepage": "https://docs.snowflake.com/developer-guide/snowflake-cli-v2/index",
      "languages": {
        "HTML": 1775,
        "Jinja": 7537,
        "Shell": 44345,
        "Python": 6330656,
        "PLpgSQL": 5564,
        "Batchfile": 3194,
        "Dockerfile": 3864,
        "Jupyter Notebook": 7681
      },
      "pushed_at": "2026-07-24T14:51:08Z",
      "created_at": "2022-08-16T16:37:31Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-24T14:53:46Z",
      "description": "Snowflake CLI is an open-source command-line tool explicitly designed for developer-centric workloads in addition to SQL operations.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://snowflake.com",
      "name": "Snowflake",
      "type": "Organization",
      "login": "snowflakedb",
      "company": null,
      "location": "In the ☁",
      "followers": 1616,
      "avatar_url": "https://avatars.githubusercontent.com/u/6453780?v=4",
      "created_at": "2014-01-20T19:36:18Z",
      "is_verified": null,
      "public_repos": 63,
      "account_age_days": 4569
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v3.23.0",
          "kind": "minor",
          "published_at": "2026-07-16T12:59:29Z"
        },
        {
          "tag": "v3.22.1",
          "kind": "patch",
          "published_at": "2026-07-14T14:24:11Z"
        },
        {
          "tag": "v3.22.0",
          "kind": "minor",
          "published_at": "2026-07-07T15:04:47Z"
        },
        {
          "tag": "v3.21.0",
          "kind": "minor",
          "published_at": "2026-06-24T10:05:29Z"
        },
        {
          "tag": "v3.20.0",
          "kind": "minor",
          "published_at": "2026-06-08T13:29:13Z"
        },
        {
          "tag": "v3.19.0",
          "kind": "minor",
          "published_at": "2026-05-26T15:04:08Z"
        },
        {
          "tag": "v3.18.0",
          "kind": "minor",
          "published_at": "2026-05-20T03:29:59Z"
        },
        {
          "tag": "v3.17.1",
          "kind": "patch",
          "published_at": "2026-05-12T23:00:34Z"
        },
        {
          "tag": "v3.17.0",
          "kind": "minor",
          "published_at": "2026-05-11T15:34:03Z"
        },
        {
          "tag": "v3.17.0-rc0",
          "kind": "prerelease",
          "published_at": "2026-05-09T13:18:22Z"
        },
        {
          "tag": "v3.16.0",
          "kind": "minor",
          "published_at": "2026-03-19T09:28:43Z"
        },
        {
          "tag": "v3.16.0-rc1",
          "kind": "prerelease",
          "published_at": "2026-03-17T11:37:53Z"
        },
        {
          "tag": "v3.16.0-rc0",
          "kind": "prerelease",
          "published_at": "2026-03-05T15:58:17Z"
        },
        {
          "tag": "v3.15.0",
          "kind": "minor",
          "published_at": "2026-02-03T08:31:23Z"
        },
        {
          "tag": "v3.15.0-rc1",
          "kind": "prerelease",
          "published_at": "2026-01-27T09:13:10Z"
        },
        {
          "tag": "v3.15.0-rc0",
          "kind": "prerelease",
          "published_at": "2026-01-22T15:10:50Z"
        },
        {
          "tag": "v3.14.0",
          "kind": "minor",
          "published_at": "2025-12-09T16:39:38Z"
        },
        {
          "tag": "v3.14.0-rc0",
          "kind": "prerelease",
          "published_at": "2025-12-03T13:40:18Z"
        },
        {
          "tag": "v3.13.1",
          "kind": "patch",
          "published_at": "2025-11-21T12:02:47Z"
        },
        {
          "tag": "v3.13.0",
          "kind": "minor",
          "published_at": "2025-11-03T17:57:55Z"
        },
        {
          "tag": "v3.13.0-rc0",
          "kind": "prerelease",
          "published_at": "2025-10-24T14:50:46Z"
        },
        {
          "tag": "v3.12.0",
          "kind": "minor",
          "published_at": "2025-09-24T14:55:57Z"
        },
        {
          "tag": "v3.12.0-rc1",
          "kind": "prerelease",
          "published_at": "2025-09-23T10:53:27Z"
        },
        {
          "tag": "v3.12.0-rc0",
          "kind": "prerelease",
          "published_at": "2025-09-17T09:33:43Z"
        },
        {
          "tag": "v3.11.0",
          "kind": "minor",
          "published_at": "2025-08-25T07:44:43Z"
        },
        {
          "tag": "v3.11.0-rc2",
          "kind": "prerelease",
          "published_at": "2025-08-21T07:18:59Z"
        },
        {
          "tag": "v3.11.0-rc1",
          "kind": "prerelease",
          "published_at": "2025-08-19T18:41:26Z"
        },
        {
          "tag": "v3.10.1",
          "kind": "patch",
          "published_at": "2025-08-14T13:05:51Z"
        },
        {
          "tag": "v3.11.0-rc0",
          "kind": "prerelease",
          "published_at": "2025-08-08T07:24:43Z"
        },
        {
          "tag": "v3.10.0",
          "kind": "minor",
          "published_at": "2025-07-17T10:57:32Z"
        },
        {
          "tag": "v3.10.0-rc0",
          "kind": "prerelease",
          "published_at": "2025-07-03T11:27:41Z"
        },
        {
          "tag": "v3.9.1",
          "kind": "patch",
          "published_at": "2025-06-09T11:52:30Z"
        },
        {
          "tag": "v3.9.0",
          "kind": "minor",
          "published_at": "2025-05-29T13:42:18Z"
        },
        {
          "tag": "v3.9.0-rc1",
          "kind": "prerelease",
          "published_at": "2025-05-28T15:28:07Z"
        },
        {
          "tag": "v3.9.0-rc0",
          "kind": "prerelease",
          "published_at": "2025-05-23T17:24:07Z"
        },
        {
          "tag": "v3.8.3",
          "kind": "patch",
          "published_at": "2025-05-22T11:25:37Z"
        },
        {
          "tag": "v3.8.2",
          "kind": "patch",
          "published_at": "2025-05-21T12:12:40Z"
        },
        {
          "tag": "v3.8.1",
          "kind": "patch",
          "published_at": "2025-05-20T11:59:04Z"
        },
        {
          "tag": "v3.8.0",
          "kind": "minor",
          "published_at": "2025-05-16T11:46:01Z"
        },
        {
          "tag": "v3.8.0-rc3",
          "kind": "prerelease",
          "published_at": "2025-05-15T07:55:42Z"
        },
        {
          "tag": "v3.8.0-rc2",
          "kind": "prerelease",
          "published_at": "2025-05-12T15:51:00Z"
        },
        {
          "tag": "v3.7.2",
          "kind": "patch",
          "published_at": "2025-05-12T14:51:14Z"
        },
        {
          "tag": "v3.8.0-rc1",
          "kind": "prerelease",
          "published_at": "2025-05-09T12:16:01Z"
        },
        {
          "tag": "v3.8.0-rc0",
          "kind": "prerelease",
          "published_at": "2025-05-08T14:45:44Z"
        },
        {
          "tag": "v3.7.1",
          "kind": "patch",
          "published_at": "2025-04-28T12:59:18Z"
        },
        {
          "tag": "v3.7.0",
          "kind": "minor",
          "published_at": "2025-04-16T11:29:38Z"
        },
        {
          "tag": "v3.7.0-rc1",
          "kind": "prerelease",
          "published_at": "2025-04-15T17:54:09Z"
        },
        {
          "tag": "v3.7.0-rc0",
          "kind": "prerelease",
          "published_at": "2025-04-10T15:39:07Z"
        },
        {
          "tag": "v3.6.0",
          "kind": "minor",
          "published_at": "2025-04-02T10:05:22Z"
        },
        {
          "tag": "v3.6.0-rc1",
          "kind": "prerelease",
          "published_at": "2025-03-25T19:43:07Z"
        },
        {
          "tag": "v3.6.0-rc0",
          "kind": "prerelease",
          "published_at": "2025-03-21T15:43:26Z"
        },
        {
          "tag": "v3.5.0",
          "kind": "minor",
          "published_at": "2025-03-10T13:17:43Z"
        },
        {
          "tag": "v3.5.0-rc2",
          "kind": "prerelease",
          "published_at": "2025-03-06T17:45:10Z"
        },
        {
          "tag": "v3.5.0-rc1",
          "kind": "prerelease",
          "published_at": "2025-03-04T16:03:31Z"
        },
        {
          "tag": "v3.4.1",
          "kind": "patch",
          "published_at": "2025-02-13T20:34:40Z"
        },
        {
          "tag": "v3.4.0-rc1",
          "kind": "prerelease",
          "published_at": "2025-02-13T14:01:56Z"
        },
        {
          "tag": "v3.4.0-rc0",
          "kind": "prerelease",
          "published_at": "2025-02-07T11:32:34Z"
        },
        {
          "tag": "v3.3.0",
          "kind": "minor",
          "published_at": "2025-01-21T15:17:16Z"
        },
        {
          "tag": "v3.3.0-rc1",
          "kind": "prerelease",
          "published_at": "2025-01-17T13:03:30Z"
        },
        {
          "tag": "v3.3.0-rc0",
          "kind": "prerelease",
          "published_at": "2025-01-14T15:37:06Z"
        },
        {
          "tag": "v3.2.2",
          "kind": "patch",
          "published_at": "2024-12-12T17:01:46Z"
        },
        {
          "tag": "v3.2.1",
          "kind": "patch",
          "published_at": "2024-12-03T07:47:04Z"
        },
        {
          "tag": "v3.2.0",
          "kind": "minor",
          "published_at": "2024-11-25T17:01:44Z"
        },
        {
          "tag": "v3.2.0-rc3",
          "kind": "prerelease",
          "published_at": "2024-11-25T14:47:50Z"
        },
        {
          "tag": "v3.2.0-rc2",
          "kind": "prerelease",
          "published_at": "2024-11-22T17:06:37Z"
        },
        {
          "tag": "v3.2.0-rc1",
          "kind": "prerelease",
          "published_at": "2024-11-20T11:49:28Z"
        },
        {
          "tag": "v3.2.0-rc0",
          "kind": "prerelease",
          "published_at": "2024-11-18T15:11:14Z"
        },
        {
          "tag": "v3.1.0",
          "kind": "minor",
          "published_at": "2024-10-24T13:04:04Z"
        },
        {
          "tag": "v3.1.0-rc4",
          "kind": "prerelease",
          "published_at": "2024-10-23T17:29:28Z"
        },
        {
          "tag": "v3.1.0-rc3",
          "kind": "prerelease",
          "published_at": "2024-10-23T17:09:40Z"
        },
        {
          "tag": "v3.1.0-rc2",
          "kind": "prerelease",
          "published_at": "2024-10-22T14:48:24Z"
        },
        {
          "tag": "v3.1.0-rc1",
          "kind": "prerelease",
          "published_at": "2024-10-21T14:55:29Z"
        },
        {
          "tag": "v3.1.0-rc0",
          "kind": "prerelease",
          "published_at": "2024-10-18T11:54:23Z"
        },
        {
          "tag": "v3.0.2",
          "kind": "patch",
          "published_at": "2024-10-15T07:26:54Z"
        },
        {
          "tag": "v2.8.2",
          "kind": "patch",
          "published_at": "2024-10-08T07:21:32Z"
        },
        {
          "tag": "v3.0.1",
          "kind": "patch",
          "published_at": "2024-10-08T07:22:26Z"
        },
        {
          "tag": "v3.0.0",
          "kind": "major",
          "published_at": "2024-10-01T15:23:38Z"
        },
        {
          "tag": "v3.0.0-rc5",
          "kind": "prerelease",
          "published_at": "2024-09-30T15:25:02Z"
        },
        {
          "tag": "v3.0.0-rc4",
          "kind": "prerelease",
          "published_at": "2024-09-27T13:04:50Z"
        },
        {
          "tag": "v3.0.0-rc3",
          "kind": "prerelease",
          "published_at": "2024-09-23T13:14:15Z"
        },
        {
          "tag": "v3.0.0-rc2",
          "kind": "prerelease",
          "published_at": "2024-09-17T14:43:34Z"
        },
        {
          "tag": "v2.8.1",
          "kind": "patch",
          "published_at": "2024-09-10T15:47:34Z"
        },
        {
          "tag": "v3.0.0-rc1",
          "kind": "prerelease",
          "published_at": "2024-09-04T10:31:18Z"
        },
        {
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      "recent_commits": [
        {
          "oid": "c12eb213c0f0df3d658ff68c1ca2f60ad774457a",
          "body": "Speeds up environment creation, notably on CI cache-miss. Scoped to the default unit-test env; integration/e2e keep pip pending verification against uv's pip-less virtualenvs. Validated locally: env builds in ~11s and the unit suite passes.\n\nGitOrigin-RevId: 12751e48cfd5045be87f0aec6c1841c1b0929a3b",
          "is_bot": false,
          "headline": "Use uv as the Hatch installer for the default env (#114)",
          "author_name": "Oskar Lorek",
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          "committed_at": "2026-07-24T14:51:06Z",
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          "oid": "b512d3763fca8fedbdd5999de1615c50e1741eeb",
          "body": "Run unit coverage on a single matrix cell and profile slow tests\n\nCoverage instrumentation roughly doubles unit-test wall time. Run test-cov (and the codecov upload) only on ubuntu-latest/3.10; run `hatch run test` on the rest of the matrix. Add --durations=25 to surface the slowest tests. The `tests (<os>, <py>)` required-check names are unchanged.\n\nGitOrigin-RevId: efd578ad775e44a22fe3bf7f074df5fab1bb0fac",
          "is_bot": false,
          "headline": "Run unit coverage on a single matrix cell + profile slow tests (#112)",
          "author_name": "Oskar Lorek",
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        {
          "oid": "e9443ed9405d79354f2114a7d49903f80286ab8f",
          "body": "* Add validation-profile option\n\nDescription\n\nTesting\n\n* Fix validations\n\nDescription\n\nTesting\n\n* Add release notes and update remote-build help snapshot\n\nDocument --validation-profile and refresh the help-message snapshot so CI checks pass.\n\nGitOrigin-RevId: 9edd5641a7704e1291c298056be631e4ead72ec7",
          "is_bot": false,
          "headline": "feat(spcs): pass validation_profile on remote-build (#120)",
          "author_name": "Supriya Vasudevan",
          "author_login": "sfc-gh-svasudevan",
          "committed_at": "2026-07-24T06:47:29Z",
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        {
          "oid": "4b7a170d86743875fdaa026fdef7291b0aedb5f2",
          "body": "…istory CLI commands (#97)\n\n* Add cli changes for invoking builder\n\nDescription\n\nTesting\n\n* Add job status and hisotyr command\n\nDescription\n\nTesting\n\n* Fix comments\n\nDescription\n\nTesting\n\n* Test fix\n\nDescription\n\nTesting\n\n* Fixes\n\nDescription\n\nTesting\n\n* Fix bugbot bugs\n\nDescription\n\nTesting\n\n* Test\n[…]\nption\n\nTesting\n\n* Formatting\n\nDescription\n\nTesting\n\n* Merge gate failure fix\n\nDescription\n\nTesting\n\n* Add release notes\n\nDescription\n\nTesting\n\nGitOrigin-RevId: bb12d25e1ededd44aa65fd675138db7fcabcc5fb",
          "is_bot": false,
          "headline": "feat(spcs): add remote-build, remote-build-status, and remote-build-h…",
          "author_name": "Supriya Vasudevan",
          "author_login": "sfc-gh-svasudevan",
          "committed_at": "2026-07-23T20:07:58Z",
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        {
          "oid": "cdd5684898d3414bca63052dcbe0108ba3f4ef34",
          "body": "…(#69)\n\n* Snowflake Apps: wire apps commands to built-in FQN expansion\n\nThe apps plugin read entity.fqn directly without resolving it against\nthe active connection, unlike other CLI commands. As a result a bare\nUSER$ database in snowflake.yml was never expanded to the caller's\npersonal database.\n\nCa\n[…]\nnoreply@anthropic.com>\n\n---------\n\nCo-authored-by: Cortex Code <noreply@snowflake.com>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>\nGitOrigin-RevId: 94475a35efd2b10c3f88807c7229a26b6767d3e6",
          "is_bot": false,
          "headline": "refactor: apps commands resolve bare USER$ personal database via FQN …",
          "author_name": "Myles Borins",
          "author_login": "sfc-gh-mborins",
          "committed_at": "2026-07-23T17:28:47Z",
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        {
          "oid": "573864b9cbf6f18635572045fc0eca0a1775c14d",
          "body": "## Summary\n- `FQN.using_connection()` now expands a bare `USER$` database to the fully-qualified personal database (`USER$<username>`) when the connection carries a username.\n- The CLI needs the full name for validation queries (`SHOW DATABASES LIKE ...`) and error messages; the server already accep\n[…]\n/api/test_fqn.py` — covers bare `USER$`, quoted `\"USER$\"`, already-qualified PDB (no double-expansion), and no-username (no expansion) cases.\n\nGitOrigin-RevId: 1e2fcfabe06b7ee05ca1f0ba3bd1b662b3cff38d",
          "is_bot": false,
          "headline": "feat: expand bare USER$ to caller's personal database in FQN (#68)",
          "author_name": "Myles Borins",
          "author_login": "sfc-gh-mborins",
          "committed_at": "2026-07-23T16:24:25Z",
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        {
          "oid": "27d7694c8db6d694a53e9b564f773c600bdcca56",
          "body": "…jects (#106)\n\n* SNOW-3445886: add environment variable and secret support for DCM projects\n\n`snow dcm deploy/plan/preview/raw-analyze` now collect declared\n`templating.env_vars`/`templating.env_secrets` from the shell\nenvironment and forward them via `ENVIRONMENT (?)`, matching the\nserver-side supp\n[…]\n.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>\n\n* review fixes\n\n---------\n\nCo-authored-by: Claude Sonnet 5 <noreply@anthropic.com>\nGitOrigin-RevId: 174c53bfa4a69c59053114e745113b00e5f68903",
          "is_bot": false,
          "headline": "SNOW-3445886: add environment variable and secret support for DCM pro…",
          "author_name": "Greg Jachimko",
          "author_login": "sfc-gh-gjachimko",
          "committed_at": "2026-07-23T15:53:21Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8e5675061b3e7a26448f26c2a5727015b52bd9b2",
          "body": "GitOrigin-RevId: 41f954a944cd36330cf82d5f7fbfe4322f535739",
          "is_bot": false,
          "headline": "Promote DCM to GA (#109)",
          "author_name": "Lukasz Kyc",
          "author_login": "sfc-gh-lkyc",
          "committed_at": "2026-07-23T14:58:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3be8fcd60f583ff4590753806219d549099767c9",
          "body": "* Parallelize DCM stage upload\n\nUploading a DCM project's files to the temporary stage previously issued\none blocking PUT per directory, serially (StageManager.put_recursive).\nUpload wall-clock is dominated by per-PUT round-trip latency (GS query +\ncloud-storage handshake), not payload size, so proj\n[…]\nlds. DCM's parallel=1 is unaffected. Adds a regression test that fails if\nthe clamp is removed, and updates the docstring's \"hard cap\" claim.\n\nGitOrigin-RevId: d6b676ae4ae73ee8b9aaa05309479732074b44c9",
          "is_bot": false,
          "headline": "Parallelize DCM stage upload (#92)",
          "author_name": "Oskar Lorek",
          "author_login": "sfc-gh-olorek",
          "committed_at": "2026-07-23T14:25:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5d84cbd06f095326874106d8d9e01825316c835d",
          "body": "* `snow dcm plan` now supports the `--delta` flag\n\nThis option enables processing only of statements that have changed since the last deploy, plus statements potentially impacted by those changes.\n\nThe feature is no longer early-access, but it's PuPr as the whole DCM Projects feature.\n\nCo-Authored-B\n[…]\n enabled by setting:\n  SNOWFLAKE_CLI_FEATURES_ENABLE_DCM_PLAN_DELTA=true\n\n---------\n\nCo-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>\nGitOrigin-RevId: 814b8b088230772f34d98d809473273c6524e9ce",
          "is_bot": false,
          "headline": "`snow dcm plan` now supports the `--delta` flag (#100)",
          "author_name": "Lukasz Kyc",
          "author_login": "sfc-gh-lkyc",
          "committed_at": "2026-07-23T13:21:27Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "941f4e4ed402ac5e3806a2b4fec55274d01ddebb",
          "body": "test_list_with_in_account_flag asserted exact set-equality between the\ndatabases returned by `object list database --limit 100 --in-account`\nand a separate `show databases in account limit 100` SQL query.\n\nOn the shared integration account these two calls race against the many\nconcurrent test runs c\n[…]\ninistically\n(observed: a concurrent DB present in the SQL result but not the CLI\nresult), unrelated to the code under test.\n\nRemove the test.\n\nGitOrigin-RevId: 36ddc0f32c24cc38f3421388cff3c7d3012af946",
          "is_bot": false,
          "headline": "Remove flaky test_list_with_in_account_flag integration test (#111)",
          "author_name": "Oskar Lorek",
          "author_login": "sfc-gh-olorek",
          "committed_at": "2026-07-23T12:20:38Z",
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          "is_coding_agent": false
        },
        {
          "oid": "5fc146b97d644ae02866a498729963859c082312",
          "body": "GitOrigin-RevId: 14dc4005cee14259cd7d4962c027ea357ed8671c",
          "is_bot": false,
          "headline": "dcm changeset contains alter details (#103)",
          "author_name": "Lukasz Kyc",
          "author_login": "sfc-gh-lkyc",
          "committed_at": "2026-07-23T09:19:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d997c5754aa06d968c0f4e8cbc2d9880b8881459",
          "body": "* Snowflake Apps: remove legacy SPCS service flows\n\nSnowflake apps are now always deployed as APPLICATION SERVICE objects, so\ndrop the runtime detection and backward-compatibility paths that fell back\nto plain SPCS SERVICE objects.\n\n- Remove SnowflakeAppManager.is_application_service, get_service_st\n[…]\ne note for legacy service removal\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\nGitOrigin-RevId: 62367f5b61eba2137577c096df518178defa534e",
          "is_bot": false,
          "headline": "Snowflake Apps: remove legacy SPCS service flows (#89)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-07-17T21:46:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "57bb56f80a493022b2c67ca90aa23521541d3803",
          "body": "* ci: add non-blocking UD integration job to PR checks\n\nAdds a `ud-integration` job to test_integration.yaml that runs the same\nsteps as the manual ud-manual-tests.yaml workflow on every trusted PR.\nThe job uses `continue-on-error: true` so it is informational only and\ndoes not block merging.\n\nCo-Au\n[…]\n python tests\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>\nGitOrigin-RevId: 412108c4b8ebcb720f4249047a6bcb0098439ac4",
          "is_bot": false,
          "headline": "SNOW-3511547: add non-blocking UD integration job to PR checks (#81)",
          "author_name": "Tomasz Urbaszek",
          "author_login": "sfc-gh-turbaszek",
          "committed_at": "2026-07-17T13:50:25Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1f7271110d3b126952c91188188e853be9fa00d3",
          "body": "GitOrigin-RevId: e4b71d6e033a5feec36aa7a525aed80c911fd0ca",
          "is_bot": false,
          "headline": "docs: update dbt deploy docs about --force flag",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-17T07:03:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4c511090969f7e26c9a957098f986d3b30028b75",
          "body": "* Update release notes for 3.23.0\n\n* Bump dev version to 3.24.0\n\nGitOrigin-RevId: 1eb83d32b938d84eff5afc86a07012bb4296e251",
          "is_bot": false,
          "headline": "Bump release notes 3.23.0",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-16T11:19:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39efeea964a57e3178d7b3216ef26552a3f91ee6",
          "body": "GitOrigin-RevId: f63fe79d8ff07c335cd9eae986fd666bd8c32331",
          "is_bot": false,
          "headline": "chore: upgrade snowflake-snowpark-python",
          "author_name": "Jakub Maciej Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-16T06:34:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9dd4326170e6ac59c713042487bbddabcfa2a751",
          "body": "GitOrigin-RevId: 65be1af7157a7015ae8c9c54ddd43c286ddb0314",
          "is_bot": false,
          "headline": "chore: upgrade snowflake-connector-python",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-16T06:34:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f1579cc3cf756842cd1a87033f5328b68148eadf",
          "body": "GitOrigin-RevId: 87cad16613cfa0cbef64a7e18ddff58b57252658",
          "is_bot": false,
          "headline": "docs: fix section about installing from homebrew",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-15T11:19:55Z",
          "body_truncated": false,
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        },
        {
          "oid": "104ec1dba80f1ca0d3c4d5db4016ff6857232368",
          "body": "* chore: report fetch_app_service_defaults span under caller span\n\nPass the caller's span name into\nSnowflakeAppManager.fetch_app_service_defaults so the server-defaults\ntelemetry span is named after (and reported under) the command that\ntriggered it (e.g. snowflake_app.setup.resolve_defaults.fetch_\n[…]\ny command's spans, not just apps.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\nGitOrigin-RevId: 6a69af2a3cd02b5745c573241c3dc616df0ecf7e",
          "is_bot": false,
          "headline": "Snowflake Apps: telemetry span improvements and span error codes (#61)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-07-14T17:54:22Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6cfb24e9eb5477dfb81f82402d291f765370fe8b",
          "body": "* feat: context-aware help for `snow app`\n\nThe `snow app` command group serves two distinct app families -- Native\nApps and Snowflake App Runtime -- but `snow app --help` listed every\ncommand for both, making it noisy and hard to tell which commands apply\nto the current project.\n\nThis makes help con\n[…]\nean\" suggestions.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>\nGitOrigin-RevId: 2d92d8ed5608470fe0fcf2806238746fa77f5d3f",
          "is_bot": false,
          "headline": "feat: context-aware help for `snow app` (#67)",
          "author_name": "Myles Borins",
          "author_login": "sfc-gh-mborins",
          "committed_at": "2026-07-14T15:05:16Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8a66cd8ce0ee2d98f866d19df567a74757970ddf",
          "body": "…schema tags\n\nGitOrigin-RevId: 9047f905ca4eb8fd78bb8f80067163ef61141450",
          "is_bot": false,
          "headline": "SNOW-3766285: Fix streamlit redeploy incorrectly UNSETting inherited …",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-14T09:09:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d12a9164bf890c5f22431361ad84155b1c1561c",
          "body": "…events (#57)\n\n* SNOW-3755161 spcs service events: return service- and instance-level events\n\n`snow spcs service events` now returns service-level and\nservice-instance-level platform events in addition to container-level\nevents. `--container-name` and `--instance-id` are optional filters:\nwith neith\n[…]\nored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nGitOrigin-RevId: 4284e581f018348cebf39d7d85c60142c8bb9c1d",
          "is_bot": false,
          "headline": "SNOW-3755161 spcs service events: return service- and instance-level …",
          "author_name": "Adarsh Nandanwar",
          "author_login": "sfc-gh-anandanwar",
          "committed_at": "2026-07-14T06:38:58Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f216d101d3772abdef9845e31ec9e1eb3b12e1ca",
          "body": "Add a --watch flag to `snow app open` for Snowflake App Runtime projects.\nWith --watch the command no longer fails when the app service does not\nexist yet; it polls until the service is created and its endpoint is ready\nbefore opening (or printing) the URL. Waiting stops early with a clear\nerror if the service reports FAILED.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\nGitOrigin-RevId: 6538c4107253860b88d667aee37d5b2e390fd833",
          "is_bot": false,
          "headline": "Snowflake Apps: add --watch to snow app open (#65)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-07-13T16:00:47Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ebadbfdf47989551af8ef2b36b8249bb749595a2",
          "body": "…ce (#35)\n\n* SNOW-3659937: dbt deploy — support dbt_projects_profiles.yml precedence\n\nWhen ENABLE_DBT_PROJECTS_PROFILES_FILE_PRECEDENCE is on, snow dbt deploy\nnow recognises `dbt_projects_profiles.yml` in the --profiles-dir directory\nas a higher-precedence alternative to profiles.yml.  The winning f\n[…]\n\n  project source, so both remain in the deployed object. The warning\n  clarifies that dbt_projects_profiles.yml takes precedence at runtime.\n\nGitOrigin-RevId: 2ebc07ff0c82516f6bad51fe71fd9ef338a489f0",
          "is_bot": false,
          "headline": "SNOW-3659937: dbt deploy — support dbt_projects_profiles.yml preceden…",
          "author_name": "Nishant Jain",
          "author_login": "sfc-gh-nijain",
          "committed_at": "2026-07-10T21:28:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7a722a9c1af8d364ac862b73f5afe49791fb10e1",
          "body": "* fix: try to warm up spcs services upfront\n\n* fix: use snowflake_session lazily\n\nGitOrigin-RevId: eb8f8c47450b4da10964eef16a5454333e69eacb",
          "is_bot": false,
          "headline": "fix: try to warm up spcs services upfront (#63)",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
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          "body": "…#56)\n\nsnow app deploy recreated the code stage by unconditionally dropping it\nbefore create so uploads always start empty. On a first deploy there is\nnothing to clear, yet the DROP still demanded OWNERSHIP the deploying\nrole need not hold. Gate the drop behind a new SnowflakeAppManager.\nstage_exist\n[…]\nn deploy, while existing stages are still dropped and\nrecreated to guarantee an empty upload.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\nGitOrigin-RevId: 5e8aece12632dbf7fe1725f284fedd65ed67fa82",
          "is_bot": false,
          "headline": "Snowflake Apps: drop code stage before recreate only when it exists (…",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-07-08T20:48:24Z",
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          "is_coding_agent": true
        },
        {
          "oid": "af5b74bb3a14f4940248a2427ed262edc9b034e1",
          "body": "* Update release notes for 3.22.0\n\n* Bump dev version to 3.23.0\n\nGitOrigin-RevId: eb02c9ebe88dfbe4e7333ed7558b0a90b4a6b694",
          "is_bot": false,
          "headline": "Bump release notes 3.22.0 (#51)",
          "author_name": "Oskar Lorek",
          "author_login": "sfc-gh-olorek",
          "committed_at": "2026-07-07T13:14:56Z",
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        },
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          "oid": "f7073ee315fd2f01c26fbe33df076a7e745439cf",
          "body": "GitOrigin-RevId: 7bab71e18695eec9c59a01741f840da062d33ad4",
          "is_bot": false,
          "headline": "Add E2E PR reviewer eval test cases (#43)",
          "author_name": "Kamil Olszewski",
          "author_login": "sfc-gh-kolszewski",
          "committed_at": "2026-07-07T10:02:35Z",
          "body_truncated": false,
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        },
        {
          "oid": "de66f1962f237b51706cb30131469bf1c06c2870",
          "body": "Revert \"Update snowflake-connector-python to 4.7.0 (SNOW-3735468) (#44)\"\n\nThis reverts commit 0d35546e0f9f21654ff5c45e3d7627a7ce34f2fa.\n\nGitOrigin-RevId: 9fa10ac3f5fc2c4ef81cf5bdb45265e027027b5c",
          "is_bot": false,
          "headline": "Revert \"Update snowflake-connector-python to 4.7.0 (SNOW-3735468)\" (#50)",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-07T08:56:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a7b4372630e2f252d1605ab2240734682e8b505c",
          "body": "feat: align permission checking with Python connector semantics\nGitOrigin-RevId: 1782dd32e5aef3e9ea78b2da8481d4983a86d5d0",
          "is_bot": false,
          "headline": "Jw/snow 3718035 spcs permission bypass (#45)",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-06T14:56:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a5d9529834999155583d207694a5b6e5e199c6db",
          "body": "GitOrigin-RevId: c91b82acaae2d6e8719cf73e6564543089edf9d9",
          "is_bot": false,
          "headline": "NO-SNOW improve workflow for internal development",
          "author_name": "Przemek Rafalski",
          "author_login": "sfc-gh-prafalski",
          "committed_at": "2026-07-06T13:41:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "57a1a2aa8358c7e78f5571652d2d0a4837218bb7",
          "body": "* chore: skip running tests when ony .ai/review gets modified\n\n* Update changes.yaml\n\nGitOrigin-RevId: 4e299d4cdc71de2d9655394242257afa67a99c0a",
          "is_bot": false,
          "headline": "chore: skip running tests when ony .ai/review gets modified (#46)",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-06T13:41:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "61fd26732c254bb2ca10ac24c917bf5b0916361f",
          "body": "Update snowflake-connector-python to 4.7.0 (SNOW-3735468)\n\nGitOrigin-RevId: 0d35546e0f9f21654ff5c45e3d7627a7ce34f2fa",
          "is_bot": false,
          "headline": "Update snowflake-connector-python to 4.7.0 (SNOW-3735468) (#44)",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-06T13:41:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "960a24e82fced105fdcfa3dedf12047db8ad5c1a",
          "body": "…indows-unicode-output\n\nSnowflake Apps: fix UnicodeEncodeError crashing app events and setup --dry-run on Windows\n\nGitOrigin-RevId: d81aeab979c3bf53788ff87aaeea34806a37c821",
          "is_bot": false,
          "headline": "Merge pull request #41 from snowflake-eng/gbloom/snowflake-apps-fix-w…",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-07-06T13:41:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d197109f61ff3c7797618d5b534ec5e86a118ec4",
          "body": "…created-stage-after-build\n\nSnowflake Apps: drop the code stage after the build completes\n\nGitOrigin-RevId: 8a8bb7d2d537768987eabe83d85b8387cd71a225",
          "is_bot": false,
          "headline": "Merge pull request #34 from snowflake-eng/gbloom/snowflake-apps-drop-…",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-07-06T13:41:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ca1e095a9c6376e3722577709c288f964b6491c",
          "body": "* feat: initial ruleset\n\n* feat: autogenerated tests\n\n* feat: improve review rule tests\n\nGitOrigin-RevId: a845a17d166d55b0ab88bbbc16ac3df11fba1e08",
          "is_bot": false,
          "headline": "Jw/snow 3740721 arcticowl initial setup (#37)",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-06T13:41:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "75d1da607a589f2a8e4f17c494a9cb8571029944",
          "body": "…er-template\n\nExclude cookiecutter plugin template from Ruff\n\nGitOrigin-RevId: f205f09b7393b16cdc05ebc56d2a827416b4406d",
          "is_bot": false,
          "headline": "Merge pull request #28 from snowflake-eng/fix/ruff-exclude-cookiecutt…",
          "author_name": "Jan Bilek",
          "author_login": "sfc-gh-jbilek",
          "committed_at": "2026-07-06T13:41:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ada5227a1cd582529b25e624ee35bb0b67b542d1",
          "body": "GitOrigin-RevId: 80f5a402b9908397dcf6c8789d2c8e62baa4317f",
          "is_bot": false,
          "headline": "feat(dcm): handle issues in raw-analyze (#30)",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-06T13:41:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "741c739d96ec64b03e81d25038a90d64e9dea965",
          "body": "…pplication-service-defaults\n\nSnowflake Apps: Use system function to fetch defaults\n\nGitOrigin-RevId: 68eec565428d533175d4414588be0a5a9c94ac6c",
          "is_bot": false,
          "headline": "Merge pull request #21 from snowflake-eng/gbloom/snowflake-apps-get-a…",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-07-06T13:41:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3253d21dde599f4cbfad0c76d63290cefe76b736",
          "body": "GitOrigin-RevId: 8e0f8cb102c4858b3741b839008c5d00d601c1f6",
          "is_bot": false,
          "headline": "docs: route AI agents to the interface-first plugin workflow (#26)",
          "author_name": "Oskar Lorek",
          "author_login": "sfc-gh-olorek",
          "committed_at": "2026-07-06T13:41:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d845be51458f1183c779b08d8281674c1a9cfa93",
          "body": "a permission needed to execute `snow dcm test` related integration test\n\nGitOrigin-RevId: 7e48b8a991b4a748c8068635ec3603589d254e2e",
          "is_bot": false,
          "headline": "test: grant permission to execute dmf in integration account (#27)",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-06T13:41:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e22b1a05a70cf304c1c061173c585a39b004db9",
          "body": "Record the authentication type actually resolved on the connection for every\ncommand that opens one, so auth usage (password / key_pair / oauth /\nexternalbrowser / workload_identity / programmatic_access_token / ...) can be\nsegmented regardless of CI/CD environment.\n\nThis complements command_ci_auth\n[…]\no a customer endpoint never reaches telemetry; unknown\ntokens are recorded lower-cased rather than dropped.\n\nAddresses review feedback on #7.\n\nGitOrigin-RevId: 4a6a0377d4a5bcbb721dbe85fee67b63a54b725a",
          "is_bot": false,
          "headline": "Add command_auth_type telemetry field for resolved connection auth (#24)",
          "author_name": "Oskar Lorek",
          "author_login": "sfc-gh-olorek",
          "committed_at": "2026-07-06T13:40:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c1222dfd99095a8f7d6dff9044cac21caedc5ef4",
          "body": "fix: [SNOW-3444080] Preserve customer's original key order in profiles.yml and env.yml\nGitOrigin-RevId: 878571c5428213ec1b08ab288c750828b8e411f3",
          "is_bot": false,
          "headline": "Merge pull request #23 from snowflake-eng/fix/dbt-yaml-staging-fixes",
          "author_name": "Yuxin Ding",
          "author_login": "sfc-gh-yuding",
          "committed_at": "2026-07-06T13:40:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a38d6bb437d9801ca531e8c3256200c55e768aaf",
          "body": "…-status-describe-service\n\nSnowflake Apps: poll build job status via DESCRIBE SERVICE\n\nGitOrigin-RevId: d82f96428a041e0a59efc80336f7ffd774f60250",
          "is_bot": false,
          "headline": "Merge pull request #15 from snowflake-eng/gbloom/snowflake-apps-build…",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-07-06T13:40:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "76687c4d7304b70157e633a606e1a84cee9150a8",
          "body": "Record the authentication type the official Snowflake CI/CD integrations\nconfigure (currently \"oidc\") in a new command_ci_auth_type telemetry\nfield, read from the SF_CICD_AUTH_TYPE environment variable. Mirrors the\nexisting SF_CICD_INTEGRATION_VERSION / command_ci_integration_version\npattern. _get_c\n[…]\ningle resolution point so the value\nset can later be extended (e.g. inferred from the resolved connection)\nwithout changing the integrations.\n\nGitOrigin-RevId: 5740ce7b48dc73c6c6893605e801b95c326b17b2",
          "is_bot": false,
          "headline": "Add command_ci_auth_type telemetry field for CI/CD integrations (#7)",
          "author_name": "Oskar Lorek",
          "author_login": "sfc-gh-olorek",
          "committed_at": "2026-07-06T13:40:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3ea383c1e7f5c206ffd4ee8df64d9d74ad12b566",
          "body": "…tignore\n\nchore: NO-SNOW update .gitignore\nGitOrigin-RevId: d8a164371fa97dede4d07d3ab313bd2a19613d76",
          "is_bot": false,
          "headline": "Merge pull request #19 from snowflake-eng/prafalski/NO-SNOW-update-gi…",
          "author_name": "Przemek Rafalski",
          "author_login": "sfc-gh-prafalski",
          "committed_at": "2026-07-06T13:40:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "152b8fb88c1c410bd46361aa09d8aff345258c37",
          "body": "* docs: add interface-first plugin authoring guide\n\nAdd docs/contributing/writing-a-plugin.md describing the interface-first\nplugin pattern: the two-phase contribution workflow, defining the command\nsurface in interface.py, implementing handler.py, testing the spec/handler\ncontract, and wiring it to\n[…]\ne pyproject entry point required for snow plugin enable\n- explain that register_decorator's factory takes no args and returns the\n  decorator\n\nGitOrigin-RevId: cc8d6361c5198c88810a3abafd9226d16026ad69",
          "is_bot": false,
          "headline": "docs: add interface-first plugin authoring guide (#9)",
          "author_name": "Oskar Lorek",
          "author_login": "sfc-gh-olorek",
          "committed_at": "2026-07-06T13:40:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0ba01760ac6d238fa4ff573a5c674b7bf482de58",
          "body": "* feat: [SNOW-3614891] support tags on streamlit deploy\n\n* feat: [SNOW-3614891] refactor after first review\n\n* feat: [SNOW-3614891] add support for altering tags\n\n* fix(arctic-owl): apply review fixes (3 files)\n\nfix(arctic-owl): apply review fixes (2 files)\n\nfix(arctic-owl): apply review fixes (2 files)\n\n* fix: fix quoting\n\nfix(arctic-owl): apply review fixes (2 files)\n\nfix(arctic-owl): apply review fixes (2 files)\n\nGitOrigin-RevId: 2dc32d659b120736219fc3e912a4452f14cb2a93",
          "is_bot": false,
          "headline": "feat: [SNOW-3614891] support tags on streamlit deploy (#8)",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-06T13:40:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f3d2159214bc2eeaac3a292b3de898e76cd0abe",
          "body": "…l (#13)\n\nGitOrigin-RevId: be35e6e2da89c2b0ff7cdb777df1424664f21015",
          "is_bot": false,
          "headline": "Snowflake Apps: preserve quoted identifiers in generated snowflake.ym…",
          "author_name": "Jeremy Chen",
          "author_login": "sfc-gh-jchen",
          "committed_at": "2026-07-06T13:40:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3548a02d74624740ab504e4d49c3c81952b63240",
          "body": "…nowpark (#14)\n\n* refactor: replace Python version check with importability check for Snowpark\n\nPython 3.12+ is now supported by snowflake-snowpark-python, so tying\nthe guard to a hardcoded version ceiling is maintenance work that never\nends. Replace the sys.version_info check with a try/except Impo\n[…]\nis installed.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>\nGitOrigin-RevId: ab1fd2e0592637398583aa5ed2c35f243cd4b129",
          "is_bot": false,
          "headline": "refactor: replace Python version check with importability check for S…",
          "author_name": "Tomasz Urbaszek",
          "author_login": "sfc-gh-turbaszek",
          "committed_at": "2026-07-06T13:40:35Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f493c27abb14f3f184890a8f99d402ccfc121ff2",
          "body": "…nstead-of-replace\n\nfeat: use ALTER STREAMLIT instead of CREATE OR REPLACE for existing apps\nGitOrigin-RevId: 25fec8e76c297fd3a76df18ed927493ae11832c6",
          "is_bot": false,
          "headline": "Merge pull request #4 from snowflake-eng/zblackwood/streamlit-alter-i…",
          "author_name": "Zachary Blackwood",
          "author_login": "sfc-gh-zblackwood",
          "committed_at": "2026-07-06T13:40:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "195b4ccd7b21cbaef7696a9a70b600c018edff40",
          "body": "* chore: add interface-first plugin cookiecutter template\n\nScaffold under plugin-template/ for creating interface-first Snowflake\nCLI plugins. Supports both `group` (multiple subcommands) and `single`\ncommand plugins.\n\nGenerated projects follow the two-phase contribution workflow:\ninterface.py (Phas\n[…]\n(\"app\", \"bundle\",)`.\n\nVerified by rendering empty / single / multi parent paths across both\ncommand_type variants; all generated .py compile.\n\nGitOrigin-RevId: 40112e4db6603b4c56d83dc4dcba466562e176fb",
          "is_bot": false,
          "headline": "chore: add interface-first plugin cookiecutter template (#6)",
          "author_name": "Oskar Lorek",
          "author_login": "sfc-gh-olorek",
          "committed_at": "2026-07-06T13:40:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4ebc61fda983c9bf82d4bd0831a166108608cdff",
          "body": "* Snowflake Apps: add a dedicated service EAI.\n\nAllow snowflake-app projects to set a separate service external access integration while preserving the existing build_eai fallback for deployed application services.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n* Snowflake Apps: add release note \n[…]\nervice_eai support and clarify that the note applies to newly created application services.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: add a dedicated service_eai field (#3134)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-23T19:02:17Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "49b327c6a56deb54a0067ba5afb7fb845057eacc",
          "body": "* Snowflake Apps: keep setup dry runs non-failing\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n* Snowflake Apps: add dry-run release note\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n* Snowflake Apps: simplify setup dry-run exit handling\n\nNeutralize the exit code on a dry-run failure and r\n[…]\nrendering via Typer internals. Body extracted into an inner _run() to\nkeep the guard small.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: keep setup dry runs non-failing (#3133)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-23T17:41:22Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "818f8d913e5c3751faa1b3cd29c7f7fe1850bd52",
          "body": "Snowflake Apps: always use server-managed compute pools\n\n`snow app setup` no longer writes `build_compute_pool` /\n`service_compute_pool` to the generated `snowflake.yml`, and the\n`DEFAULT_SNOWFLAKE_APPS_BUILD_COMPUTE_POOL` /\n`DEFAULT_SNOWFLAKE_APPS_SERVICE_COMPUTE_POOL` account parameters are no\nlon\n[…]\nat set these fields in `snowflake.yml` continue to be\nhonored by `snow app deploy` (the fields remain parseable and are still\nforwarded to the server).\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: always use managed compute pools (#3129)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-22T21:29:49Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8c5be9a7ce1885f723af51732600bd2fe34830f8",
          "body": "* feat: add interface-first plugin framework\n\nIntroduce a declarative plugin API that separates a command's CLI surface\n(the spec) from its business logic (the handler):\n\n- interface.py: frozen dataclasses (ParamDef, CommandDef, CommandGroupSpec,\n  SingleCommandSpec), the ParamKind enum, the REQUIRE\n[…]\n command and subgroup names\n(command/command, subgroup/subgroup, and command/subgroup), mirroring the\nexisting duplicate-command guard. Adds tests for the subgroup/subgroup and\ncommand/subgroup cases.",
          "is_bot": false,
          "headline": "feat: [SNOW-3680799] add interface-first plugin framework (#2860)",
          "author_name": "Oskar Lorek",
          "author_login": "sfc-gh-olorek",
          "committed_at": "2026-06-22T20:18:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a130178c1e34f051bcdc5a86fe5e1791818f3edb",
          "body": "chore: add telemetry spans to snowflake_app_setup\n\nWrap the `snowflake_app_setup` body in a top-level `snowflake_app.setup`\nspan and add child spans `snowflake_app.setup.get_personal_database`\n(personal-database lookup) and `snowflake_app.setup.write_manifest`\n(snowflake.yml write), so the command's\n[…]\ntrumentation only -- no behavior or output changes. Adds unit tests\nasserting the span tree and that the manifest-write span is skipped on\n`--dry-run`.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: add telemetry spans to setup command (#3124)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-22T17:04:44Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ef16de6614289d0ca3e953c2a62c8706c356530d",
          "body": "* Update release notes for 3.21.0\n\n* Bump dev version to 3.22.0",
          "is_bot": false,
          "headline": "Bump release notes 3.21.0 (#3126)",
          "author_name": "Oskar Lorek",
          "author_login": "sfc-gh-olorek",
          "committed_at": "2026-06-22T12:47:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a5deabf50bf1b4347cae28cc8da258cde3050849",
          "body": "…and improve output message (#3125)\n\n* fix: skip role validation in profiles.yml for Jinja-templated values\n\nWhen profiles.yml uses a Jinja expression as the role value (e.g.\n{{ env_var('DBT_ROLE') }}), _validate_role tried to USE ROLE with the\nraw template string, which Snowflake rejects. Jinja-tem\n[…]\nts: update assertions to match pluralized --use-shell-env-vars messages\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: skip role validation in profiles.yml for Jinja-templated values …",
          "author_name": "Yuxin Ding",
          "author_login": "sfc-gh-yuding",
          "committed_at": "2026-06-22T07:20:09Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "98540f4cae22556393b9748f71787261a5f1dc21",
          "body": "…#3123)\n\n* Snowflake Apps: record uploaded file count in upload telemetry span\n\nAdd a generic attributes mechanism to CLIMetricsSpan and use it to record\nthe number of files uploaded on the snowflake_app.upload.push_workspace_files\nand snowflake_app.upload.push_stage_files spans.\n\nCo-authored-by: Cu\n[…]\n workspace and stage flows. Reverts the generic span\nattribute additions to api/metrics.py.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: record uploaded file count in upload telemetry span (…",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-19T21:52:22Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2e35d20ffdc4900bd5652bb8fe8b99a1c1958272",
          "body": "feat: upload snowflake-app code files in parallel\n\nUpload up to 5 app code files concurrently during `snow app deploy`\ninstead of one PUT at a time. Both the stage and workspace upload paths\nbuild their PUT statements and run them through a shared thread pool,\nyielding results in completion order so\n[…]\nr threads can resolve the\nshared connection from the CLI context, which lives in a ContextVar that\nThreadPoolExecutor threads do not otherwise inherit.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: upload code files in parallel (#3122)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-19T17:05:52Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3b82dbba520835a4a9f93ced47bd6b59f48700a8",
          "body": "* SNOW-2457402 Encoding handling fixes\n\n* Fix test\n\n* PR fixes",
          "is_bot": false,
          "headline": "SNOW-2457402 Encoding handling fixes (#3118)",
          "author_name": "Kamil Olszewski",
          "author_login": "sfc-gh-kolszewski",
          "committed_at": "2026-06-19T10:52:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7e2bb95490d36d9b6db597ffdcd96601dcfabe5d",
          "body": "fix: recreate snow app code stage before upload\n\nsnow app deploy previously cleared an existing code stage with REMOVE\nbefore uploading. Stale chunks could remain and be mixed into the build,\nproducing incorrect or conflicting build artifacts. Drop and recreate the\nstage instead so each deploy always starts from an empty stage.\n\nRemoves the now-unused clear_stage and stage_exists helpers from the apps\nmanager and updates the affected unit tests.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: recreate code stage before upload (#3119)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-18T18:52:09Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "5f1c623ffb49dd7990a6d181922c3203d0263147",
          "body": "…108)\n\n* feat: [SNOW-3444081] add --use-shell-env-vars to snow dbt execute\n\nAdds a new --use-shell-env-vars option to `snow dbt execute` that\nforwards exported shell environment variables (DBT_* prefix, excluding\nDBT_ENV_SECRET_*) into the dbt execution context as ENV_VARS=().\nDesigned for CI/CD pip\n[…]\nhe\nserver (account-parameter-gated, drift-prone).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: [SNOW-3444081] add --use-shell-env-vars to snow dbt execute (#3…",
          "author_name": "Yuxin Ding",
          "author_login": "sfc-gh-yuding",
          "committed_at": "2026-06-18T07:47:08Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ddc501044d224ea685eae4b1dadc1644befd500f",
          "body": "* feat: add --server-session-keep-alive flag for connections\n\nAdd a new CLI flag `--server-session-keep-alive` that prevents Snowflake\nfrom closing idle sessions. This is useful for long-running operations\nor connections held open between multiple operations.\n\nThe flag:\n- Works with both named conne\n[…]\nase note from v3.20.0 (already\nreleased) to the Unreleased version section.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add --server-session-keep-alive flag for connections (#3100)",
          "author_name": "Rajaram Gaunker",
          "author_login": "sfc-gh-rgaunker",
          "committed_at": "2026-06-17T15:55:49Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "95bdfa57ff192533c7a00b55c4cd11667b7dc2f4",
          "body": "* Snowflake Apps: scope snowflake.yml UTF-8 handling to `snow app` commands\n\nThe previous fix forced UTF-8 decoding of snowflake.yml globally in the\nshared project-definition loader, overriding cli.encoding.file_io for every\ncommand family. This removes that global assumption and instead pins the\npr\n[…]\nding.file_io`, that setting\ntakes precedence for both reads and the `snow app setup` write.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Scope snowflake.yml UTF-8 handling to `snow app` commands (#3114)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-17T13:20:32Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "fa5a0f92737f6ccc03a561d19feed992e99863e8",
          "body": null,
          "is_bot": false,
          "headline": "chore: improve permissions in github actions (#3117)",
          "author_name": "Przemek Rafalski",
          "author_login": "sfc-gh-prafalski",
          "committed_at": "2026-06-17T12:21:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e81924cf672923802c961f1e8c685b494188f5c",
          "body": "…er v5 (#3113)\n\n* fix: make REST error handling work on connector v4 and Universal Driver v5\n\nThe object-create REST path imported HTTP error handling from the legacy\nconnector's vendored `requests` (`snowflake.connector.vendored.requests.\nexceptions.HTTPError`), which the Universal Driver v5 remove\n[…]\no\nthe real connector module, which exists there).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: make REST error handling work on connector v4 and Universal Driv…",
          "author_name": "Tomasz Urbaszek",
          "author_login": "sfc-gh-turbaszek",
          "committed_at": "2026-06-17T12:03:17Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e391f4df417a8cce8aa1f2f44e6fb9890ec62378",
          "body": "* fix: [SNOW-3253006] avoid PUT directory error on snowflake-app stage upload\n\nThe snowflake-app stage upload delegated to StageManager.put_recursive with\ntemp_directory set to the live bundle root. That helper uploads via\n`PUT <dir>/*`, whose glob also matches subdirectories, which the connector\nre\n[…]\ns that exercise the upload phase\non windows-latest (every PR) and macos-latest (scheduled).\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: escape glob metacharacters in deploy PUT sources (#3110)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-16T21:52:56Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "599976e92242dae0a3bd72a039e7a16142bf6d30",
          "body": "* feat: [SNOW-3444080] add env.yml support to snow dbt deploy\n\nAdds three flags to `snow dbt deploy` that bring env.yml into the deploy\nflow alongside profiles.yml:\n\n- `--env-file-dir <path>`: inject env.yml from a separate directory into\n  the staged project root, mirroring `--profiles-dir`.\n- `--d\n[…]\n- Drop trailing blank line left over from rebase.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: [SNOW-3444080] add env.yml support to snow dbt deploy (#3097)",
          "author_name": "Yuxin Ding",
          "author_login": "sfc-gh-yuding",
          "committed_at": "2026-06-16T19:43:33Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a996c9b4ef7301169f9238f8580cfd1ddd44ba94",
          "body": "* Snowflake Apps: rename --deploy-only to --promote-only\n\nRename the `snow app deploy` `--deploy-only` flag (Snowflake Apps Deploy\nflow) to `--promote-only`. The previous `--deploy-only` name is retained\nas a hidden, backward-compatible alias so existing scripts keep working.\n\nUpdates the flag defin\n[…]\nent@cursor.com>\n\n* Snowflake Apps: clarify --deploy-only alias is temporary in release note\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: rename `--deploy-only` to `--promote-only` (#3112)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-16T15:48:39Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d9c87b01a3d5a41974578f38e0dc8024e9fd14d9",
          "body": "…flake.yml (#3107)\n\n* Snowflake Apps: fix Windows UnicodeDecodeError reading non-ASCII snowflake.yml\n\nThe project-definition loader read snowflake.yml in text mode without an\nexplicit encoding, so Python fell back to the platform default code page\n(cp1252 on Windows). A non-ASCII character in the de\n[…]\nd\nfunnels through — and treat both None and the \"locale\" sentinel as the\nunguarded default.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: fix Windows UnicodeDecodeError reading non-ASCII snow…",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-15T13:48:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d5b59b024a6eb327ce38235f5397bf9ae5ae65d2",
          "body": "fix: [NOSNOW] fix dcm integration tests",
          "is_bot": false,
          "headline": "fix: [SNOW-3655490] fix dcm integration tests (#3109)",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-06-15T11:16:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bb860b82d73ce0126165f9ac2f86cc502e9d131d",
          "body": "* SNOW-2457402 Unify encoding support\n\n* Add encoding to path related operations\n\n* Add encoding warnings\n\n* Add unit tests\n\n* Mior warning change\n\n* Fix for file opened in binary mode\n\n* Add statement reader tests\n\n* Fixes to unit tests\n\n* Integration tests\n\n* Fixing integration tests\n\n* Remove str\n[…]\n Add release notes\n\n* Test fixes\n\n* Fix stdout encoding side effects in tests\n\n* Use CSV format in stdout encoding integration tests\n\n---------\n\nCo-authored-by: Oskar Lorek <oskar.lorek@snowflake.com>",
          "is_bot": false,
          "headline": "feat: [SNOW-2457402] Unify encoding support in SnowCLI (#2792)",
          "author_name": "Kamil Olszewski",
          "author_login": "sfc-gh-kolszewski",
          "committed_at": "2026-06-15T08:54:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ea0154f550557b5e5b999900d8d52a729ef159d9",
          "body": "…(#2855)\n\n* Add Cortex AI end-to-end PR review workflow\n\nAdds a GitHub Actions workflow and orchestration script that uses the Cortex Code CLI as an autonomous agent to perform E2E verification of CLI behavioral changes on pull requests. The agent gets a dedicated Snowflake playground database and v\n[…]\ns any API error fail closed.\n\n* Change the user used by E2E reviewer\n\n* Fix the action trigger to check for ADMIN privileges\n\n---------\n\nCo-authored-by: Kamil Olszewski <kamil.olszewski@snowflake.com>",
          "is_bot": false,
          "headline": "SNOW-3329144: Add Cortex Code CLI agent for autonomous E2E PR review …",
          "author_name": "Oskar Lorek",
          "author_login": "sfc-gh-olorek",
          "committed_at": "2026-06-15T08:10:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e0246ebf32a85b9799e2528de691ee7760cca646",
          "body": "…3105)\n\n* SNOW-3388436 Link or copy DCM files to upload in the temporary directory rather than the output directory in the project root folder\n\n* Apply suggestion: Pass tmp_path to local_path",
          "is_bot": false,
          "headline": "SNOW-3388436 Link or copy DCM files to upload in the temporary dir (#…",
          "author_name": "Lukasz Kyc",
          "author_login": "sfc-gh-lkyc",
          "committed_at": "2026-06-12T06:42:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "914ad24d892a198eda9aa73713c5eab3b4a9e8aa",
          "body": "…idation (#3065)\n\n* feat: [SNOW-3579570] replace dbt-version regex with server-driven validation\n\nThe previous regex (^\\d+\\.\\d+\\.\\d+(-[a-zA-Z0-9]+)?$) rejected valid\nversions like 2.0.0-preview.175 and had to be updated each time the\nserver introduced a new naming pattern.\n\nFor deploy, DBTManager no\n[…]\new changes belong. Also drops the original long-form\nduplicate of the same bullet that was carried into v3.20.0 by the bump.\n\n---------\n\nCo-authored-by: Jakub Wilkowski <jakub.wilkowski@snowflake.com>",
          "is_bot": false,
          "headline": "feat: [SNOW-3579570] replace dbt-version regex with server-driven val…",
          "author_name": "Andrew Faulds",
          "author_login": "sfc-gh-afaulds",
          "committed_at": "2026-06-11T15:28:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7579ea2c5004cb9f7f741504f668f27bbf1d9236",
          "body": "chore: hide snowflake-app compute pool option/fields and drop managed-pool param checks\n\nHide the `snow app setup --compute-pool` option and the `build_compute_pool` /\n`service_compute_pool` snowflake-app entity fields from help and the generated\nproject-definition JSON schema (via SkipJsonSchema), \n[…]\ne\nDEFAULT_SNOWFLAKE_APPS_BUILD_COMPUTE_POOL /\nDEFAULT_SNOWFLAKE_APPS_SERVICE_COMPUTE_POOL account parameters and any pools\nconfigured in snowflake.yml.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: hide compute pool option/fields (#3104)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-11T12:33:04Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "089b55bd7ccf4210135800f23421d01f1fa0e0b8",
          "body": "* Add no prompt exit option to repl\n\n* Also get no_prompt_exit option from env var or config\n\n* Rename no_prompt_exit option to no_prompt_exit_repl\n\n* Add test for no_prompt_exit_repl option\n\n* Clarify no_prompt_exit_repl option help\n\n* Use get_config_bool_value and default envvar for no_prompt_exit\n[…]\nonfig getter mock\n\n* Update help message snapshots for --no-prompt-exit-repl option\n\nCo-Authored-By: Remi Salmon <salmon.remi@gmail.com>\n\n---------\n\nCo-authored-by: Remi Salmon <salmon.remi@gmail.com>",
          "is_bot": false,
          "headline": "Add --no-prompt-exit-repl option to snow sql REPL (#3103)",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-06-11T12:26:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "24b04dc7b3880b451ec797f11bc72320543b7c4a",
          "body": "…096)\n\n* feat: [SNOW-3563127] add --env and --env-vars to snow dbt execute\n\n`--env` selects a named environment from `env.yml` at execution time\n(`NO_ENV` skips the file entirely). `--env-vars` accepts a YAML/JSON\nobject of overrides applied on top of the selected environment, mirroring\n`dbt run --v\n[…]\n8)\n- Gate --env and --env-vars behind ENABLE_DBT_PROJECT_ENV_VARS feature\n  flag per PrPr lifecycle rules; remove RELEASE-NOTES entry; update\n  snapshots so hidden options don't appear in --help (#10)",
          "is_bot": false,
          "headline": "feat: [SNOW-3563127] add --env and --env-vars to snow dbt execute (#3…",
          "author_name": "Yuxin Ding",
          "author_login": "sfc-gh-yuding",
          "committed_at": "2026-06-11T10:38:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c8964b6c967f036b4b05d45e195cd49ba93e59da",
          "body": "…ameters (#3102)\n\nSHOW PARAMETERS returns a non-empty value with an empty level string when\na parameter has never been explicitly set (i.e. it is at the system\ndefault). Previously the CLI treated these system defaults as\nadmin-configured values, causing build_compute_pool and\nservice_compute_pool to appear in snow app setup output even after\nALTER ACCOUNT UNSET. Now only parameters with a non-empty level\n(ACCOUNT or USER) are used.\n\nCo-authored-by: Cortex Code <noreply@snowflake.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: skip system-default parameters in fetch_snow_apps_par…",
          "author_name": "Myles Borins",
          "author_login": "sfc-gh-mborins",
          "committed_at": "2026-06-10T18:32:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b7dde67b9904cdf85598f08872ce1e41278e5c08",
          "body": "…snow app setup\" (#3099)\n\n* feat: support warehouse, database and schema overrides in snow app setup\n\n`snow app setup` now treats the global --warehouse, --database, and\n--schema connection options as explicit overrides for the generated\nsnowflake.yml, taking precedence over account parameters and c\n[…]\n not belong to the\nrequested database. Require --schema alongside --database to avoid this.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: support warehouse, database and schema overrides in \"…",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-10T17:30:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "cee788e2e997dba29663047d43e83adc6b22ed0f",
          "body": "…x (#3101)\n\n* Snowflake Apps: clearer deploy errors and Windows workspace upload fix\n\nSurface privilege failures during the upload phase of `snow app deploy`\nas actionable CliErrors instead of raw ProgrammingErrors. Both the stage\n(`prepare_stage`) and workspace (`prepare_workspace`) paths now repor\n[…]\nndows file-URI fix)\nagainst a real account without needing build/service compute resources.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: clearer deploy errors and Windows workspace upload fi…",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-10T17:30:16Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f06ddc5eb70607a5b388cbdb5d2f5fd74279ff4c",
          "body": "feat: support bare string for snowflake-app build_eai\n\nExternal access integrations are account-level objects, so build_eai now\naccepts a bare name string (e.g. `build_eai: MY_EAI`) in addition to the\nexisting object form with a single `name` field.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: support bare string for snowflake-app build_eai (#3098)",
          "author_name": "Guy Bloom",
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          "headline": "docs: add CLI design principles to adding-commands.md (#3093)",
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          "body": "…ions (#3095)\n\n* Snowflake Apps: always use a workspace for personal-database destinations\n\nPersonal databases (USER$<user>) do not support stages, but the\nworkspace-vs-stage decision keyed off config provenance (the database\nresolving from the built-in personal-DB default tier) / explicit config\nra\n[…]\n: bool` field with a clearer\n`type: \"workspace\" | \"stage\"` literal, per PR review feedback.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
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          "body": "* refactor: remove unused snowflake-app entity model fields\n\nDrop fields that were defined on the snowflake-app entity model but never\nread by `snow app setup` or `snow app deploy`: service_eai, app_port,\nbuild_image, execute_as_caller, dev_roles, and image_repository (plus the\nnow-unused ImageRepos\n[…]\nxplicit rule so the native-apps\nteam co-owns these fixtures alongside the other apps paths.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: remove unused snowflake-app entity model fields (#3089)",
          "author_name": "Guy Bloom",
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          "is_bot": false,
          "headline": "chore: upgrade pip to 26.1.2 (#3090)",
          "author_name": "Jakub Wilkowski",
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          "body": "* Update release notes for 3.20.0\n\n* Bump dev version to 3.21.0",
          "is_bot": false,
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          "author_name": "Oskar Lorek",
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          "oid": "cacaa6f948f11754a2cabc0ae737af24a0d16a9e",
          "body": "…tion is inaccessible (#3088)\n\n* Snowflake Apps: fall back to personal DB when account default destination is inaccessible\n\nVerify the current role can access the account-configured destination\ndatabase/schema (DEFAULT_SNOWFLAKE_APPS_DESTINATION_DATABASE/SCHEMA)\nbefore using them. When the database \n[…]\name user-facing\n\"Snowflake Apps\" / \"SnowApps\" text to the official \"Snowflake App Runtime\".\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: fall back to personal DB when account default destina…",
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          "is_bot": false,
          "headline": "Snowflake Apps: skip query spinner in non-interactive mode (#3078)",
          "author_name": "Guy Bloom",
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          "body": "…otes (#3083)\n\nAdd native-apps team as owner of nativeapp plugin and release notes\n\nExtend CODEOWNERS so the native-apps team also owns the nativeapp plugin\nsource, its unit and integration test paths, and RELEASE-NOTES.md.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Add native-apps team as CODEOWNERS for nativeapp plugin and release n…",
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          "is_bot": false,
          "headline": "feat: [SNOW-1904824] add `snow helpers generate-project-schema` (#2950)",
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          "is_bot": false,
          "headline": "Snowflake Apps: prefix polling messages with timestamp (#3080)",
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          "is_bot": false,
          "headline": "Snowflake Apps: remove dead code (#3079)",
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          "headline": "fix: [SNOW-3595038] make /ok-to-test actually test and report fork PR…",
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                    "code": "forks",
                    "params": {
                      "count": 114
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "14 watchers",
                "points": 6.2,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 14
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "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 (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "excellent",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "packages": [
                "snowflake-cli"
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 1005151
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "1,005,151 downloads/month across pypi",
                "points": 80,
                "status": "met",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 1005151,
                      "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": "excellent",
        "name": "Sustainability & Governance",
        "value": 85,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "excellent",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "bus_factor": 6,
              "contributors_sampled": 72,
              "top_contributor_share": 0.137
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            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "6 contributor(s) cover half of all commits",
                "points": 48.6,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
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                      "count": 6
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                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 14% of commits",
                "points": 19.4,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
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                      "share": 14
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "72 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 72
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "merged_prs": 2175,
              "open_issues": 69,
              "closed_issues": 340,
              "issue_closed_ratio": 0.831,
              "closed_unmerged_prs": 447
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "83% of issues closed",
                "points": 38.8,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 83
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "2175/2622 decided PRs merged",
                "points": 31.7,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 2175,
                      "decided": 2622
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                  }
                ],
                "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": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 78,
            "inputs": {
              "followers": 1616,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "snowflakedb",
              "public_repos": 63,
              "account_age_days": 4569
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1,616 followers of snowflakedb",
                "points": 23.1,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1616,
                      "login": "snowflakedb"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "63 public repos, account ~12 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 63
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 12
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "snowflake-cli"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 10
            },
            "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 10 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 10
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "38 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 38
                    }
                  }
                ],
                "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": "excellent",
        "name": "Engineering Quality",
        "value": 91,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 92,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
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            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "23 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 23
                    }
                  }
                ],
                "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": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "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": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "cli",
                "data-ops",
                "devops-tools",
                "snowflake",
                "sql"
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              "has_wiki": false,
              "homepage": "https://docs.snowflake.com/developer-guide/snowflake-cli-v2/index",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://docs.snowflake.com/developer-guide/snowflake-cli-v2/index",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "5 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 56,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 52,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 5.2
            },
            "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 is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "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 3 contributing companies or organizations -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "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": "5 out of the last 5 releases have a total of 5 signed artifacts.",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "28 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "good",
            "name": "Dependency advisories",
            "note": "Matched the pypi:snowflake-cli@3.23.0 runtime dependency closure — what installing the published package pulls in — 63 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:snowflake-cli@3.23.0",
                  "assessed": 63
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 73,
            "inputs": {
              "source": "osv",
              "advisories": 12,
              "affected_packages": 3,
              "assessed_packages": 63,
              "unassessed_packages": 0,
              "affected_by_severity": "high 2, moderate 1",
              "direct_affected_packages": 3
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "3 affected: click 8.1.8 (high 7.2), gitpython 3.1.50 (high 8.8), setuptools 80.8.0 (moderate 6.1)",
                "points": 7.8,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 3,
                      "packages": "click 8.1.8 (high 7.2), gitpython 3.1.50 (high 8.8), setuptools 80.8.0 (moderate 6.1)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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}

相关记录

与 snowflakedb/snowflake-cli 共享目录标签或生态系统的已检测仓库。 并排阅读 →

97apache/supersetApache Superset is a Data Visualization and Data Exploration Platform优秀91PrefectHQ/prefectPrefect is a workflow orchestration framework for building resilient data pipelines in Python.优秀87OpenHands/OpenHands🙌 OpenHands: AI-Driven Development优秀87yt-dlp/yt-dlpA feature-rich command-line audio/video downloader优秀87marimo-team/marimoA reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.优秀87pallets/clickPython composable command line interface toolkit优秀

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

缺失数据将被剔除并重新归一化权重，绝不按零分计。方法论已版本化并公开：指标 v1.13.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置： 汇总统计 — PyPI.