原始 JSON 报告 机器可读
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"body": "… (#1148)\n\n* Fix dependency issues: add hamcrest-core, exclude JDBC vulnerabilities\n\n- Add hamcrest-core:1.3 as explicit test dependency (used by ported\n tests: RestRequestTest, JdbcHttpUtilTest, SnowflakeConnectStringTest,\n SecretDetectorTest)\n- Exclude vulnerable transitive deps from snowflake-j\n[…]\ntext) <noreply@anthropic.com>\n\n* Update copyright year to 2026\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
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"headline": "[NO-SNOW] Exclude vulnerable transitive deps from snowflake-jdbc-thin…",
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"body": "… (#1147)\n\n* [SNOW-3249917] Port 25 missing JDBC unit tests for replicated classes\n\nPort unit tests from snowflake-jdbc v3.25.1 for all replicated classes\nthat had JDBC tests but were missing ingest tests. All converted from\nJUnit 5 to JUnit 4 to match project test infrastructure.\n\nTests ported:\n- S\n[…]\nnse: CDDL-1.1/GPL-2.0)\n - javax.annotation-api (license: CDDL-1.1/GPL-2.0)\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": "[SNOW-3249917] Port 25 missing JDBC unit tests for replicated classes…",
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"body": "* [SNOW-3249917] JDBC removal Step 11d: Demote JDBC to test scope\n\n- Change snowflake-jdbc-thin scope to test in pom.xml (used only by\n TestUtils.java for IT result verification)\n- Remove JDBC shade relocation rules from Maven Shade plugin\n\nJDBC is no longer shipped in the SDK jar. Zero net.snowfla\n[…]\nan explicit dependency for JDBC connections\nto Snowflake during test setup.\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": "[SNOW-3249917] JDBC removal Step 11d: Demote JDBC to test scope (#1146)",
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"body": "…erences (#1145)\n\n* [SNOW-3249917] JDBC removal Step 11a (part 2): Replicate HttpUtil, swap callers, clean up FQN refs\n\nReplicate JDBC's HttpUtil as JdbcHttpUtil (renamed to avoid collision with\ningest's utils.HttpUtil). Swap all callers to use replicated REST\ninfrastructure. Clean up all FQN JDBC r\n[…]\neanup but remains in\ncompile scope until Step 11d demotes it to test scope.\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": "[SNOW-3249917] JDBC removal Step 11b: Clean up remaining FQN JDBC ref…",
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"body": "…ap callers (#1144)\n\n* [SNOW-3249917] JDBC removal Step 11a (part 2): Replicate HttpUtil, swap callers to replicated REST infrastructure\n\nReplicate JDBC's HttpUtil as JdbcHttpUtil (renamed to avoid collision with\ningest's existing net.snowflake.ingest.utils.HttpUtil). Also replicate\nSnowflakeMutable\n[…]\nmaven-dependency-plugin:analyze-only requires\nit to be declared explicitly.\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": "[SNOW-3249917] JDBC removal Step 11a (part 2): Replicate HttpUtil, sw…",
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"oid": "363bc93fe7ea1c4e1b8e323d85506766c3c84e4f",
"body": "…retry infrastructure (#1143)\n\n* Update JDBC removal plan: add Step 11 (final cleanup)\n\nStep 10c/10c2 done (remove SFSession). After those, 6 JDBC imports +\n~70 FQN references remain. Split final cleanup into Step 11:\n\n- 11a: Create HttpRequestHelper, replace 6 JDBC HTTP calls\n- 11b: Remove 47 FQN S\n[…]\nseDetails\ninlined as a local method since it requires JDBC's SFLogger type.\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": "[SNOW-3249917] JDBC removal Step 11a: Replicate RestRequest and HTTP …",
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"oid": "c3f03a849a96638b9873f72875c3b89477f8d2cc",
"body": "…exceptions + telemetry (#1136)\n\nRemove SFSession/SFBaseSession from SnowflakeSQLLoggedException and\nTelemetryClient. Session was always null from ingest callers.\n\nSnowflakeSQLLoggedException:\n- Remove SFBaseSession/SFSession from all 15 constructor signatures\n- Remove IB telemetry dead code (sessio\n[…]\nUtil + SnowflakeSQLException in\nTelemetryClient, HttpUtil + RestRequest + ExecTimeTelemetryData +\nHttpResponseContextDto in SnowflakeGCSClient)\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "[SNOW-3249917] JDBC removal Step 10c (part 2): Remove SFSession from …",
"author_name": "Gibbs Geng",
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"oid": "57ce4ac10d76cde7876e3ca0bf73bede5a69c8c1",
"body": "…tack (#1135)\n\nRemove SFSession/SFBaseSession parameters and dead session-based code\nfrom the storage client stack. Session was always null from ingest callers.\n\nStorage clients (SnowflakeS3Client, SnowflakeAzureClient, SnowflakeGCSClient):\n- Remove SFSession/SFBaseSession fields and constructor par\n[…]\n\n\nRemaining SFSession imports (3): SnowflakeSQLLoggedException (constructor\nparams), TelemetryClient (session-based code) — to be handled next.\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "[SNOW-3249917] JDBC removal Step 10c: Remove SFSession from storage s…",
"author_name": "Gibbs Geng",
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"oid": "9c2348150ffdf887a9c0437e1ed2548d3dbceeea",
"body": "* [SNOW-3249917] JDBC removal Step 10b: Swap SFException imports\n\nMechanical import swaps — remove SFException JDBC imports from files\nwhere the replicated SFException is now in the same package:\n\n- SnowflakeSQLException: remove import (SFException in same package)\n- SnowflakeSQLLoggedException: rem\n[…]\n JDBC to test scope (27 remaining imports with\n massive dependency chains)\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": "[SNOW-3249917] JDBC removal Step 10b: Swap SFException imports (#1134)",
"author_name": "Gibbs Geng",
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"committed_at": "2026-04-02T21:49:47Z",
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"oid": "1d3b13a6767605fa8aa5f3fdc1786c85c0aa574b",
"body": "…classes (#1132)\n\nVerbatim replication of remaining JDBC classes with self-contained\ndependency trees:\n\n- SFException (127 lines) — exception type used by SnowflakeSQLException\n and TelemetryEvent. Source: net.snowflake.client.core.SFException\n- HttpResponseContextDto (54 lines) — HTTP response con\n[…]\net.snowflake.client.util.ThrowingCallable\n- StorageClientUtil: added getEpochTimeInMicroSeconds (from SnowflakeUtil,\n used by TimeMeasurement)\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "[SNOW-3249917] JDBC removal Step 10a: Replicate remaining small JDBC …",
"author_name": "Gibbs Geng",
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"body_truncated": true,
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"oid": "e1a5541562dfd6fa27fc0fd0736e74ce0baeb3d8",
"body": "Mechanical import swaps only — no logic changes:\n\nSnowflakeSQLLoggedException (6 of 12 JDBC imports swapped):\n- ObjectMapperFactory → same package (already replicated)\n- SqlState → same package (already replicated)\n- TelemetryEvent → same package (replicated in Step 9b)\n- TelemetryService (OOB) → sa\n[…]\n TelemetryThreadPool → ingest version (replicated in Step 9b)\nKept from JDBC: HttpUtil, SFSession, SnowflakeConnectionV1, SnowflakeSQLException\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "[SNOW-3249917] JDBC removal Step 9c: Swap telemetry imports (#1131)",
"author_name": "Gibbs Geng",
"author_login": "sfc-gh-ggeng",
"committed_at": "2026-04-02T09:06:17Z",
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{
"oid": "5f3a88e3c8629ccc96156cd9c093bcd916e8f0d8",
"body": "…emetryService (OOB) (#1130)\n\n[SNOW-3249917] JDBC removal Step 9b: Replicate OOB telemetry classes\n\nVerbatim replication of JDBC OOB telemetry infrastructure:\n\n- TelemetryEvent (182 lines) — telemetry event builder with\n MetricBuilder/LogBuilder. Source:\n net.snowflake.client.jdbc.telemetryOOB.Tel\n[…]\nd SnowflakeDriver.implementVersion\n\nSFException kept from JDBC temporarily (used as parameter type in\nTelemetryEvent.LogBuilder.withException).\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "[SNOW-3249917] JDBC removal Step 9b: Replicate TelemetryEvent and Tel…",
"author_name": "Gibbs Geng",
"author_login": "sfc-gh-ggeng",
"committed_at": "2026-04-02T00:48:00Z",
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"oid": "7b7b7ce9ef335b30e40feb985abc845d4ed73061",
"body": "…ependencies (#1129)\n\nVerbatim replication of JDBC classes needed by TelemetryEvent and\nTelemetryService (OOB):\n\n- TelemetryThreadPool (61 lines) — singleton thread pool for async\n telemetry. Source: net.snowflake.client.jdbc.telemetryOOB.TelemetryThreadPool\n- SFTimestamp (20 lines) — UTC timestamp\n[…]\nonnectString\n- SnowflakeDriverConstants — constants from LoginInfoDTO.SF_JDBC_APP_ID\n (\"JDBC\") and SnowflakeDriver.implementVersion (\"3.25.1\")\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "[SNOW-3249917] JDBC removal Step 9b (prep): Replicate OOB telemetry d…",
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"oid": "c4d91ae2906e02fc5744ed3f743e5a76476ab3a4",
"body": "…cated classes (#1128)\n\n* [SNOW-3249917] JDBC removal Step 9a: Clean up replicated class imports\n\nRemove or swap JDBC imports in replicated classes:\n- ErrorCode, SnowflakeFileTransferAgent: remove SqlState import (same package)\n- TelemetryClient, TelemetryData, TelemetryUtil: swap ObjectMapperFactor\n[…]\n changes\n- Step 10: handle remaining JDBC types (SFSession stubs, GCS HTTP)\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": "[SNOW-3249917] JDBC removal Step 9a: Mechanical import swaps in repli…",
"author_name": "Gibbs Geng",
"author_login": "sfc-gh-ggeng",
"committed_at": "2026-04-01T20:55:21Z",
"body_truncated": true,
"is_coding_agent": true
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{
"oid": "cf3e04e9f419f7f8f26ca772c17a2339515e72a7",
"body": "…(#1127)\n\nSwap all JDBC imports to ingest versions in:\n- InternalStage: all 7 JDBC imports replaced, parseConfigureResponseMapper\n removed (no longer needed since replicated SnowflakeFileTransferAgent\n uses same Jackson version), parseFileLocationInfo simplified to\n createFileTransferNode\n- Inter\n[…]\nternalStageTest: update all JDBC imports to ingest versions\n\nInternalStage and all streaming/internal files are now fully free of JDBC\nimports.\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "[SNOW-3249917] JDBC removal Step 8e: Swap all remaining JDBC imports …",
"author_name": "Gibbs Geng",
"author_login": "sfc-gh-ggeng",
"committed_at": "2026-04-01T18:58:24Z",
"body_truncated": true,
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{
"oid": "5f1951b37f41cf4f58b3e9d8e0b13739bd2d5305",
"body": "…ntations (#1124)\n\n* Update JDBC removal plan: add Steps 8d-8e, progress summary\n\nRestructured remaining steps:\n- Step 8c: helper classes + interface (PR #1123, done)\n- Step 8d: storage client implementations (S3/Azure/GCS + factory +\n uploadWithoutConnection) — next PR\n- Step 8e: swap ALL imports \n[…]\npendencies through google-cloud-storage but need to be declared\nexplicitly.\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": "[SNOW-3249917] JDBC removal Step 8d: Replicate storage client impleme…",
"author_name": "Gibbs Geng",
"author_login": "sfc-gh-ggeng",
"committed_at": "2026-04-01T03:05:08Z",
"body_truncated": true,
"is_coding_agent": true
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{
"oid": "1c40b357e6c978d32fd8f31a73eb288c68cb0aef",
"body": "…1133)\n\nAdd Maven resolver retry config for CI network flakiness\n\nAdd .mvn/maven.config with:\n- aether.connector.retryCount=3: retry failed artifact downloads up to\n 3 times (default is 1)\n- aether.connector.requestTimeout=60000: 60s timeout for artifact\n resolution requests (default is lower)\n\nThis addresses transient Maven Central connectivity failures in CI\n(e.g. maven-jar-plugin resolution errors).\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "[NO-SNOW] Add Maven resolver retry config for CI network flakiness (#…",
"author_name": "Gibbs Geng",
"author_login": "sfc-gh-ggeng",
"committed_at": "2026-04-01T00:38:35Z",
"body_truncated": false,
"is_coding_agent": true
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{
"oid": "13492ae2238da4d942cd28b67d17916259db6269",
"body": "…onfig, SnowflakeStorageClient, helper classes (#1123)\n\n* [SNOW-3249917] JDBC removal Step 8c: Replicate SnowflakeFileTransferConfig\n\nVerbatim replication of the file transfer config builder from JDBC.\n\nPermitted differences: package, OCSPMode uses ingest version,\nSFSession replaced with Object (alw\n[…]\nive dependency through\naws-java-sdk-s3 but needs to be declared explicitly.\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": "[SNOW-3249917] JDBC removal Step 8c: Replicate SnowflakeFileTransferC…",
"author_name": "Gibbs Geng",
"author_login": "sfc-gh-ggeng",
"committed_at": "2026-03-30T19:13:44Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "6b295e42ebbeb13fa9264f6213a87a784700af27",
"body": "…etadataV1, ObjectMapperFactory, expand SqlState (#1121)\n\nVerbatim replication of three more classes from JDBC:\n- SnowflakeFileTransferMetadataV1 (109 lines) — file transfer metadata,\n depends on StageInfo/RemoteStoreFileEncryptionMaterial/CommandType (all\n replicated in previous steps)\n- Snowflak\n[…]\nStage\n(which still needs JDBC types for the uploadWithoutConnection path).\nAll types will be swapped together when the upload path is replaced.\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "[SNOW-3249917] JDBC removal Step 8b: Replicate SnowflakeFileTransferM…",
"author_name": "Gibbs Geng",
"author_login": "sfc-gh-ggeng",
"committed_at": "2026-03-30T07:03:39Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "cf96fa80c837cce880f2b93641bc25954dd115a3",
"body": "…FileEncryptionMaterial (#1120)\n\nVerbatim replication of two data classes from JDBC:\n- StageInfo (229 lines) — stage descriptor with StageType enum, credentials,\n region, endpoint, presigned URL. @SnowflakeJdbcInternalApi removed.\n- RemoteStoreFileEncryptionMaterial (46 lines) — encryption key hold\n[…]\nhtly coupled with\nSnowflakeFileTransferMetadataV1 (metadata.getStageInfo() returns JDBC's\nStageInfo). Both must be swapped together in Step 8b.\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "[SNOW-3249917] JDBC removal Step 8a: Replicate StageInfo, RemoteStore…",
"author_name": "Gibbs Geng",
"author_login": "sfc-gh-ggeng",
"committed_at": "2026-03-28T21:51:01Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "4f83d0fe965821738b1580ecdcef684f511a62fa",
"body": "…as (#1119)\n\n* Update JDBC removal plan: split Step 7b into 7b (parsing) and 7c (upload)\n\nStep 7b: Replicate getFileTransferMetadatas and helper methods verbatim\nStep 7c: Route uploadWithoutConnection through IcebergFileTransferAgent\n (which is the existing replication of JDBC's upload stack)\n\nCo-A\n[…]\n TelemetryClient JDBC imports (6 imports)\n- Step 10: Remove JDBC dependency\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": "[SNOW-3249917] JDBC removal Step 7b: Replicate getFileTransferMetadat…",
"author_name": "Gibbs Geng",
"author_login": "sfc-gh-ggeng",
"committed_at": "2026-03-27T22:54:29Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "1a4ad1a6b49e2eddcbc324ebb5c3bbdeae29aaf9",
"body": "…(Steps 5a, 5b) (#1118)\n\n[SNOW-3249917] Add unit tests for replicated ErrorCode, ResourceBundleManager, SnowflakeSQLException, SnowflakeSQLLoggedException\n\nPort tests from snowflake-jdbc for replicated error/exception classes:\n- ErrorCodeTest: message code range, SQL states, CLOUD_STORAGE_CREDENTIAL\n[…]\nt: constructors, error code lookup, retry info, defaults\n- SnowflakeSQLLoggedExceptionTest: null session, OOB/IB value creation, maskStacktrace\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "[SNOW-3249917] Add unit tests for replicated error/exception classes …",
"author_name": "Gibbs Geng",
"author_login": "sfc-gh-ggeng",
"committed_at": "2026-03-25T00:15:21Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "ef76d330669ade49ec79367fbc82ddfdb6c44449",
"body": "…tion imports (#1116)\n\n* [SNOW-3249917] JDBC removal Step 7a: Inline error helpers, swap exception imports\n\nInline SnowflakeFileTransferAgent.throwJCEMissingError() and\nthrowNoSpaceLeftError() into StorageClientUtil, and swap all\nexception/ErrorCode imports in storage clients:\n\n- StorageClientUtil: \n[…]\nlled\nfrom IcebergFileTransferAgent which already declares throws Exception.\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": "[SNOW-3249917] JDBC removal Step 7a: Inline error helpers, swap excep…",
"author_name": "Gibbs Geng",
"author_login": "sfc-gh-ggeng",
"committed_at": "2026-03-24T22:39:31Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "953e69e6761ce2214cd4cff3a3dd3598dae50958",
"body": "* [SNOW-3249917] JDBC removal Step 6: Replicate Telemetry classes\n\nReplicate JDBC telemetry classes and swap imports in TelemetryService:\n\n- TelemetryClient: batches and sends telemetry data via HTTP POST.\n JDBC imports kept temporarily (HttpUtil, ObjectMapperFactory,\n SFSession, SnowflakeConnecti\n[…]\nreation, buffer ops,\n close behavior, disable telemetry, invalid auth type\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": "[SNOW-3249917] JDBC removal Step 6: Replicate Telemetry classes (#1115)",
"author_name": "Gibbs Geng",
"author_login": "sfc-gh-ggeng",
"committed_at": "2026-03-24T19:02:54Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "5d9a7c14cf446f03375688204c309bceccb3c31f",
"body": "…SQLLoggedException (#1114)\n\nReplicate exception classes from snowflake-jdbc (v3.25.1). Create the\nclasses only — no import swaps in storage clients yet. Import swaps\nare deferred to Step 7 when SnowflakeFileTransferAgent is replaced,\nbecause the storage clients' throws clauses would need to be wide\n[…]\nelemetry/session imports kept\n temporarily (all callers pass null for session)\n- CLOUD_STORAGE_CREDENTIALS_EXPIRED constant added to ErrorCode\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "[SNOW-3249917] JDBC removal Step 5b: SnowflakeSQLException, Snowflake…",
"author_name": "Gibbs Geng",
"author_login": "sfc-gh-ggeng",
"committed_at": "2026-03-22T11:51:07Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "195084e0ddcf9c73e38a119e6a008b0a9f95e13d",
"body": "… (#1113)\n\nReplicate from snowflake-jdbc (v3.25.1):\n\n- ErrorCode: full enum with all 69 error codes, verbatim copy.\n SqlState import temporarily uses JDBC shaded path. Placed in\n fileTransferAgent package (not utils) because utils already has\n its own ErrorCode. No import swaps yet — storage clie\n[…]\nource). Manages localized error message lookup.\n- jdbc_error_messages.properties: error message templates copied\n verbatim from JDBC thin jar.\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "[SNOW-3249917] JDBC removal Step 5a: ErrorCode, ResourceBundleManager…",
"author_name": "Gibbs Geng",
"author_login": "sfc-gh-ggeng",
"committed_at": "2026-03-22T10:28:48Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "587a14f1cd24f3b737a9a587d75ece28fae2c6bc",
"body": "Replicate from snowflake-jdbc (v3.25.1):\n\n- HttpClientSettingsKey: value class wrapping OCSPMode + proxy\n properties, copied verbatim from JDBC source\n- IngestSSLConnectionSocketFactory: SSL socket factory that optionally\n disables SOCKS proxy (renamed from SFSSLConnectionSocketFactory)\n- StorageC\n[…]\nkeSQLException until Step 5),\n createDefaultExecutorService\n\nAll replicated classes now use SFLogger (from Step 2b) instead of\nSLF4J directly.\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "[SNOW-3249917] JDBC removal Step 4: HTTP settings + SSL factory (#1111)",
"author_name": "Gibbs Geng",
"author_login": "sfc-gh-ggeng",
"committed_at": "2026-03-22T07:32:41Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "8b2cdfa98f7e03e13fad35bf7f578ac8fb436ae8",
"body": "Create ingest-owned replacements for JDBC storage layer types:\n\n- StorageObjectMetadata: own interface (replaces JDBC cloud storage\n interface). IcebergCommonObjectMetadata and IcebergS3ObjectMetadata\n already implement it — just swap the import.\n- FileBackedOutputStream: own class that buffers in\n[…]\nMap).\n\nAll three are in the fileTransferAgent package (same package as all\nconsumers), so no new imports needed — just remove the JDBC imports.\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "[SNOW-3249917] JDBC removal Step 3: Storage data types + utils (#1110)",
"author_name": "Gibbs Geng",
"author_login": "sfc-gh-ggeng",
"committed_at": "2026-03-22T00:38:31Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "9eea97626817df1fbbc3c4fc6f53da49166cb5d1",
"body": "…e (#1112)\n\n* [SNOW-3249917] JDBC removal Step 2: Enums, constants, proxy utils\n\nCreate ingest-owned replacements for JDBC leaf classes and swap all\nimports:\n\n- SFSessionProperty: enum with 9 property keys (string values match\n JDBC exactly)\n- OCSPMode: OCSP mode enum (created but not swapped yet —\n[…]\nss depends on\n javax.servlet via yammer metrics — not on ingest classpath)\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": "[SNOW-3249917] JDBC removal Step 2b: Replicate SFLogger infrastructur…",
"author_name": "Gibbs Geng",
"author_login": "sfc-gh-ggeng",
"committed_at": "2026-03-20T23:57:32Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "7bb6dafdc94208522389207db2198ac3f88c5e9f",
"body": "…109)\n\nCreate ingest-owned replacements for JDBC leaf classes and swap all\nimports:\n\n- SFSessionProperty: enum with 9 property keys (string values match\n JDBC exactly)\n- OCSPMode: OCSP mode enum (created but not swapped yet — blocked by\n SnowflakeUtil.convertProxyPropertiesToHttpClientKey in\n Ice\n[…]\ndated .plans/JDBC_REMOVAL_PLAN.md with iterative removal approach,\nkey constraint about not changing call-site behavior, and 200-line\nPR limit.\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "[SNOW-3249917] JDBC removal Step 2: Enums, constants, proxy utils (#1…",
"author_name": "Gibbs Geng",
"author_login": "sfc-gh-ggeng",
"committed_at": "2026-03-20T01:41:23Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "ac334a40b51fd5a0813bff0a551c60dd2ac2c1a5",
"body": "…tch (#1100)\n\n[SNOW-3249917] JDBC removal Phase 1a: Replicate Power10, SFPair, Stopwatch\n\nReplicate three simple utility classes from snowflake-jdbc (v3.25.1)\ninto the ingest SDK and update all import references:\n\n- Power10: powers-of-10 lookup tables used by TimestampWrapper and\n DataValidationUti\n[…]\ntorage clients\n\nAlso removes the SnowflakeDateTimeFormat import from DataValidationUtil\n(was only referenced in Javadoc comments, not in code).\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "[SNOW-3249917] JDBC removal Step 1: Replicate Power10, SFPair, Stopwa…",
"author_name": "Gibbs Geng",
"author_login": "sfc-gh-ggeng",
"committed_at": "2026-03-19T21:39:20Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "0374010f5017706fdd6bd63596381e65f0088c37",
"body": "Move and update JDBC removal plan\n\n- Move JDBC_REMOVAL_PLAN.md → .plans/JDBC_REMOVAL_PLAN.md\n- Add Replication Verification section: after each phase Claude fetches\n the JDBC original at v3.25.1, normalises package/import differences,\n diffs the bodies, and emits a structured report; any unexpecte\n[…]\nnternalStageManager.java to Files Affected Summary\n- Fix InternalStageTest imports list: add HttpUtil and\n CLOUD_STORAGE_CREDENTIALS_EXPIRED\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "[NO-SNOW] Move and update JDBC removal plan (#1099)",
"author_name": "Gibbs Geng",
"author_login": "sfc-gh-ggeng",
"committed_at": "2026-03-19T04:28:06Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "7474e5173050b3bc08494e44fe5af5e366963fed",
"body": "* Add subdirectory CLAUDE.md context files\n\nAdds Claude Code context files for each major source package so that AI\nassistants have accurate, focused documentation when working in a specific\nsubdirectory. Follows the same style as snowflake-eng/snowflake-ingest-sdk.\n\nPackages covered:\n- connection/\n[…]\nage (package-private\n Parquet internals) and warns against moving them\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": "[NO-SNOW] Add subdirectory CLAUDE.md context files (#1097)",
"author_name": "Gibbs Geng",
"author_login": "sfc-gh-ggeng",
"committed_at": "2026-03-19T03:02:10Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "d8bb89001a73e3143cdbdf61559d0ff044031405",
"body": "* NO-SNOW: Exclude .claude/** from workflow triggers\n\nAdds paths-ignore: ['.claude/**'] to all workflow push and pull_request\ntriggers so that changes to AI context files (CLAUDE.md, memory files,\nplans) don't fire CI unnecessarily.\n\nWorkflows updated: End2EndTest, GoogleJavaFormat, semgrep, snyk-pr\n[…]\nes.\n\nWorkflows updated: End2EndTest, GoogleJavaFormat, semgrep, snyk-pr\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": "NO-SNOW: Exclude .claude/** from workflow triggers (#1098)",
"author_name": "Gibbs Geng",
"author_login": "sfc-gh-ggeng",
"committed_at": "2026-03-19T00:53:21Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "3b338730b1fb4b4425e4477d36dbf49ce63af0e1",
"body": "Add JDBC removal plan\n\nDocuments the plan to remove the snowflake-jdbc-thin dependency by\nreplicating all required classes directly in this repo. Covers:\n- Why and how JDBC is currently used\n- Guiding principle: replication only, no functional changes\n- 5 phases of migration ordered by complexity\n- Test migration policy for porting JDBC unit tests\n- Full list of affected files and new classes to create\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "[SNOW-3249917] Add JDBC removal plan (#1096)",
"author_name": "Gibbs Geng",
"author_login": "sfc-gh-ggeng",
"committed_at": "2026-03-18T06:14:34Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "59f42d30f084fb57eb0c72896738e3fe2224feda",
"body": null,
"is_bot": false,
"headline": "Release SDK 4.4.2 (#1093)",
"author_name": "Sai Samrat Karlapudi",
"author_login": "sfc-gh-skarlapudi",
"committed_at": "2026-01-12T19:25:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "52b6ae8696dac40ecc2ee9fecca4113b80f257d0",
"body": "Fix netty-codec-http vulnerability (CVE in 4.1.124.Final)",
"is_bot": false,
"headline": "SNOW-2994074: Fix vulns (#1092)",
"author_name": "Sai Samrat Karlapudi",
"author_login": "sfc-gh-skarlapudi",
"committed_at": "2026-01-12T04:57:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e6d7522897aa6705d1eae0db1e13fdecddeac537",
"body": null,
"is_bot": false,
"headline": "Release SDK 4.4.1 (#1090)",
"author_name": "Sai Samrat Karlapudi",
"author_login": "sfc-gh-skarlapudi",
"committed_at": "2026-01-06T23:19:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "95340192f21807ed9f8dee7d76ed3af13a783e3d",
"body": "* SNOW-2890719 Fix null count validation error for repeated fields\n\n* Disable test",
"is_bot": false,
"headline": "SNOW-2890719 Fix null count validation error for repeated fields (#1089)",
"author_name": "Alec Huang",
"author_login": "sfc-gh-alhuang",
"committed_at": "2025-12-18T16:11:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bee47818c6af2a4de9c932155ba85d052ab3bca5",
"body": "4.4.0 Release",
"is_bot": false,
"headline": "4.4.0 Release (#1087)",
"author_name": "Artem Minyaylov",
"author_login": "sfc-gh-aminyaylov",
"committed_at": "2025-11-18T02:45:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dbe5c17f2cac2dbc6aa2df6575042053705084a3",
"body": null,
"is_bot": false,
"headline": "SNOW-2274579: Fix bouncycastle vuln (#1086)",
"author_name": "Sai Samrat Karlapudi",
"author_login": "sfc-gh-skarlapudi",
"committed_at": "2025-11-17T22:23:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ce9385c1e76fa0cf97f630c6f39b24862e91cd38",
"body": "## Problem\n\nWhen the primary deployment URL is updated, the client throws a `CHANNEL_INVALID` error. The user responds by re-opening the channel, which succeeds. However, ingestion continues to fail due to the deployment mismatch.\n\n## Solution\n\nClient is automatically closed if it detects the prima\n[…]\n**deployment** **ID** **mismatch**: we are registering a file with the wrong deployment\n3. **Server-side** **encryption** **key** **mismatch**: we are registering a file with an invalid encryption key",
"is_bot": false,
"headline": "[SNOW-2464956] Close client on primary deployment change (#1078)",
"author_name": "Artem Minyaylov",
"author_login": "sfc-gh-aminyaylov",
"committed_at": "2025-11-11T17:53:31Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "4e8bd295f5b7b3220fe70b6b2d9160b5084b149f",
"body": null,
"is_bot": false,
"headline": "v4.3.2 release (#1083)",
"author_name": "Alec Huang",
"author_login": "sfc-gh-alhuang",
"committed_at": "2025-11-03T17:41:57Z",
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"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 40,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 42,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 4.2
},
"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": 0.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "1 out of 30 merged PRs checked by a CI test -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"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": "all changesets reviewed",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 4 contributing companies or organizations",
"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": "2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "76 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "at_risk",
"name": "Dependency advisories",
"note": "Matched the maven:net.snowflake:snowflake-ingest-sdk@4.4.3-unshaded runtime dependency closure — what installing the published package pulls in — 136 packages. Reachability is not analyzed.",
"notes": [
{
"code": "advisories_scope_published",
"params": {
"package": "maven:net.snowflake:snowflake-ingest-sdk@4.4.3-unshaded",
"assessed": 136
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 32,
"inputs": {
"source": "osv",
"advisories": 42,
"affected_packages": 11,
"assessed_packages": 136,
"unassessed_packages": 0,
"affected_by_severity": "high 8, moderate 3",
"direct_affected_packages": 4
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "4 affected: com.fasterxml.jackson.core:jackson-core 2.18.1 (high 7.5), com.fasterxml.jackson.core:jackson-databind 2.18.1 (high 8.1), org.bouncycastle:bcprov-jdk18on 1.79 (high 7.7), +1 more",
"points": 8.1,
"status": "partial",
"details": [
{
"code": "advisories_affected",
"params": {
"count": 4,
"packages": "com.fasterxml.jackson.core:jackson-core 2.18.1 (high 7.5), com.fasterxml.jackson.core:jackson-databind 2.18.1 (high 8.1), org.bouncycastle:bcprov-jdk18on 1.79 (high 7.7)"
}
},
{
"code": "advisories_affected_more",
"params": {
"count": 1
}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "7 affected: io.airlift:aircompressor 0.27 (high 7.5), io.netty:netty-codec 4.1.127.Final (high 7.5), io.netty:netty-codec-http 4.1.127.Final (high 7.5), +4 more",
"points": 4.4,
"status": "partial",
"details": [
{
"code": "advisories_affected",
"params": {
"count": 7,
"packages": "io.airlift:aircompressor 0.27 (high 7.5), io.netty:netty-codec 4.1.127.Final (high 7.5), io.netty:netty-codec-http 4.1.127.Final (high 7.5)"
}
},
{
"code": "advisories_affected_more",
"params": {
"count": 4
}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "6 advisory-carrying package(s) unaddressed past 90 days; oldest published 226 days ago",
"points": 19.3,
"status": "partial",
"details": [
{
"code": "advisories_stale",
"params": {
"days": 90,
"count": 6,
"oldest": 226
}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 136,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 4
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "good",
"name": "AI Readiness",
"value": 73,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "excellent",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.93,
"agent_instruction_files": [
"src/main/java/net/snowflake/ingest/connection/CLAUDE.md",
"src/main/java/net/snowflake/ingest/example/CLAUDE.md",
"src/main/java/net/snowflake/ingest/streaming/CLAUDE.md",
"src/main/java/net/snowflake/ingest/streaming/internal/CLAUDE.md",
"src/main/java/net/snowflake/ingest/streaming/internal/fileTransferAgent/CLAUDE.md",
"src/main/java/net/snowflake/ingest/streaming/internal/serialization/CLAUDE.md",
"src/main/java/net/snowflake/ingest/utils/CLAUDE.md",
"src/main/java/org/apache/parquet/hadoop/CLAUDE.md",
"src/test/java/net/snowflake/ingest/CLAUDE.md",
"src/test/java/net/snowflake/ingest/connection/CLAUDE.md",
"src/test/java/net/snowflake/ingest/streaming/internal/CLAUDE.md",
"src/test/java/net/snowflake/ingest/streaming/internal/datatypes/CLAUDE.md",
"src/test/java/net/snowflake/ingest/streaming/internal/it/CLAUDE.md",
"src/test/java/net/snowflake/ingest/utils/CLAUDE.md"
],
"agent_instruction_max_bytes": 4277
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "src/main/java/net/snowflake/ingest/connection/CLAUDE.md, src/main/java/net/snowflake/ingest/example/CLAUDE.md, src/main/java/net/snowflake/ingest/streaming/CLAUDE.md, src/main/java/net/snowflake/ingest/streaming/internal/CLAUDE.md, src/main/java/net/snowflake/ingest/streaming/internal/fileTransferAgent/CLAUDE.md, src/main/java/net/snowflake/ingest/streaming/internal/serialization/CLAUDE.md, src/main/java/net/snowflake/ingest/utils/CLAUDE.md, src/main/java/org/apache/parquet/hadoop/CLAUDE.md, src/test/java/net/snowflake/ingest/CLAUDE.md, src/test/java/net/snowflake/ingest/connection/CLAUDE.md, src/test/java/net/snowflake/ingest/streaming/internal/CLAUDE.md, src/test/java/net/snowflake/ingest/streaming/internal/datatypes/CLAUDE.md, src/test/java/net/snowflake/ingest/streaming/internal/it/CLAUDE.md, src/test/java/net/snowflake/ingest/utils/CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "src/main/java/net/snowflake/ingest/connection/CLAUDE.md, src/main/java/net/snowflake/ingest/example/CLAUDE.md, src/main/java/net/snowflake/ingest/streaming/CLAUDE.md, src/main/java/net/snowflake/ingest/streaming/internal/CLAUDE.md, src/main/java/net/snowflake/ingest/streaming/internal/fileTransferAgent/CLAUDE.md, src/main/java/net/snowflake/ingest/streaming/internal/serialization/CLAUDE.md, src/main/java/net/snowflake/ingest/utils/CLAUDE.md, src/main/java/org/apache/parquet/hadoop/CLAUDE.md, src/test/java/net/snowflake/ingest/CLAUDE.md, src/test/java/net/snowflake/ingest/connection/CLAUDE.md, src/test/java/net/snowflake/ingest/streaming/internal/CLAUDE.md, src/test/java/net/snowflake/ingest/streaming/internal/datatypes/CLAUDE.md, src/test/java/net/snowflake/ingest/streaming/internal/it/CLAUDE.md, src/test/java/net/snowflake/ingest/utils/CLAUDE.md"
}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "93 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 93,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 67,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0.36,
"toolchain_manifests": [
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"e2e-jar-test/fips/pom.xml",
"e2e-jar-test/pom.xml",
"e2e-jar-test/standard/pom.xml",
"pom.xml",
"sdk-wrapper/pom.xml"
],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "e2e-jar-test/core/pom.xml, e2e-jar-test/fips/pom.xml, e2e-jar-test/pom.xml (toolchain convention, no task runner)",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "toolchain_convention",
"params": {
"files": "e2e-jar-test/core/pom.xml, e2e-jar-test/fips/pom.xml, e2e-jar-test/pom.xml"
}
}
],
"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": "Java (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Java"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "36 of the last 100 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 36,
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 99,
"inputs": {
"primary_language": "Java",
"largest_source_bytes": 99644,
"source_files_sampled": 363,
"oversized_source_files": 5
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Java (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Java"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "5/363 source files over 60KB",
"points": 54.2,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 363,
"oversized": 5
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"example"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "example",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "example"
}
}
],
"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",
"Could not fetch maven package 'net.snowflake:sdk-wrapper' from its registry"
],
"report_type": "repository",
"generated_at": "2026-07-27T03:43:17.046055Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/snowflakedb/snowflake-ingest-java.svg",
"full_name": "snowflakedb/snowflake-ingest-java",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}