AI Slop Code RIsk Monitor

apache/fluss

Apache Fluss is a streaming storage built for real-time analytics.

7.2 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for apache/fluss, a Java project with 2,204 GitHub stars. SynthScan examined 802,582 lines of code across 3795 source files, recording 1437 pattern matches distributed across 19 syntactic categories. The legacy adjusted pattern signal is 7.2 (Moderate pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

7.2
Adjusted Signal
7.2
Raw Pattern Score
100%
Time Factor
2026-10-11
Last Push
2.2K
Stars
Java
Language
802.6K
Lines of Code
3.8K
Files
1.4K
Pattern Hits
2026-10-12
Scan Date
0.10
HC Hit Rate

Risk Review · v3

Use each vector to guide manual verification of the underlying findings.

Cognitive Ownership Risk 6.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 909 finding(s).

Hallucinated Dependency & Supply Chain Risk 23.1/100 · LOW

Are imports declared and package/API names verified? 386 finding(s).

Agent Over-Engineering Ratio 3.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 230 finding(s).

PR Review Velocity Impact 26.9/100 · MEDIUM

Which changes need focused human review? 1437 finding(s).

What These Metrics Mean

Adjusted Signal
Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score
Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor
A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits
Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate
High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files
Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 362HIGH 14MEDIUM 134LOW 927

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 1437 distinct pattern matches across 19 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Hallucination Indicators362 hits · 4170 pts
SeverityFileLineSnippetContext
CRITICAL…pache/fluss/flink/sink/writer/FlinkSinkWriterTest.java73 .column("id", org.apache.fluss.types.DataTypes.INT())CODE
CRITICAL…pache/fluss/flink/sink/writer/FlinkSinkWriterTest.java74 .column("name", org.apache.fluss.types.DataTypes.CHAR(10))CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java82 org.apache.flink.table.catalog.TableChange.set(CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java87 org.apache.flink.table.catalog.TableChange.set("key", "value")))CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java92 org.apache.flink.table.catalog.TableChange.set(CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java128 org.apache.flink.table.api.DataTypes.BOOLEAN().notNull(),CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java129 org.apache.flink.table.api.DataTypes.TINYINT().notNull(),CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java130 org.apache.flink.table.api.DataTypes.SMALLINT(),CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java131 org.apache.flink.table.api.DataTypes.INT(),CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java132 org.apache.flink.table.api.DataTypes.BIGINT(),CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java133 org.apache.flink.table.api.DataTypes.FLOAT(),CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java134 org.apache.flink.table.api.DataTypes.DOUBLE(),CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java135 org.apache.flink.table.api.DataTypes.CHAR(1),CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java136 org.apache.flink.table.api.DataTypes.STRING(),CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java137 org.apache.flink.table.api.DataTypes.DECIMAL(10, 2),CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java138 org.apache.flink.table.api.DataTypes.BINARY(10),CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java139 org.apache.flink.table.api.DataTypes.BYTES(),CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java140 org.apache.flink.table.api.DataTypes.DATE(),CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java141 org.apache.flink.table.api.DataTypes.TIME(),CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java142 org.apache.flink.table.api.DataTypes.TIMESTAMP(),CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java143 org.apache.flink.table.api.DataTypes.TIMESTAMP_LTZ(),CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java144 org.apache.flink.table.api.DataTypes.ARRAY(CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java145 org.apache.flink.table.api.DataTypes.STRING()),CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java146 org.apache.flink.table.api.DataTypes.MAP(CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java147 org.apache.flink.table.api.DataTypes.INT().notNull(),CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java148 org.apache.flink.table.api.DataTypes.STRING()),CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java149 org.apache.flink.table.api.DataTypes.ROW(CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java150 org.apache.flink.table.api.DataTypes.FIELD(CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java152 org.apache.flink.table.api.DataTypes.STRING().notNull()),CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java153 org.apache.flink.table.api.DataTypes.FIELD(CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java154 "b", org.apache.flink.table.api.DataTypes.INT())));CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java192 org.apache.flink.table.api.DataTypes.TIMESTAMP(3), () -> "orig_ts");CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java195 org.apache.flink.table.api.DataTypes.TIMESTAMP(3), () -> "orig_ts");CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java201 org.apache.flink.table.api.DataTypes.STRING().notNull()),CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java204 org.apache.flink.table.api.DataTypes.ROW(CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java205 org.apache.flink.table.api.DataTypes.FIELD(CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java209 org.apache.flink.table.api.DataTypes.FIELD(CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java213 org.apache.flink.table.api.DataTypes.FIELD(CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java215 org.apache.flink.table.api.DataTypes.ROW(CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java429 org.apache.flink.configuration.ConfigOptions.key(CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java438 org.apache.flink.configuration.ConfigOptions.key(CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java448 org.apache.flink.configuration.ConfigOptions.key(CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java458 org.apache.flink.configuration.ConfigOptions.key(CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java568 "id", org.apache.flink.table.api.DataTypes.INT().notNull()),CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java570 "sum_val", org.apache.flink.table.api.DataTypes.INT()),CODE
CRITICAL⚡…org/apache/fluss/flink/utils/FlinkConversionsTest.java572 "tags", org.apache.flink.table.api.DataTypes.STRING())),CODE
CRITICAL…org/apache/fluss/flink/utils/FlinkConversionsTest.java232 org.apache.flink.table.api.DataTypes.TIMESTAMP()),CODE
CRITICAL…org/apache/fluss/flink/utils/FlinkConversionsTest.java327 org.apache.flink.table.api.DataTypes.STRING().notNull())),CODE
CRITICAL…org/apache/fluss/flink/utils/FlinkConversionsTest.java362 org.apache.flink.table.api.DataTypes.STRING().notNull())),CODE
CRITICAL…org/apache/fluss/flink/utils/FlinkConversionsTest.java395 org.apache.fluss.metadata.Schema.newBuilder()CODE
CRITICAL…org/apache/fluss/flink/utils/FlinkConversionsTest.java469 org.apache.flink.configuration.ConfigOptions.key(CODE
CRITICAL…org/apache/fluss/flink/utils/FlinkConversionsTest.java483 org.apache.flink.table.api.DataTypes.STRING().notNull()),CODE
CRITICAL…org/apache/fluss/flink/utils/FlinkConversionsTest.java486 org.apache.flink.table.api.DataTypes.TIMESTAMP())),CODE
CRITICAL…org/apache/fluss/flink/utils/FlinkConversionsTest.java647 org.apache.fluss.metadata.Schema.newBuilder()CODE
CRITICAL…org/apache/fluss/flink/utils/FlinkConversionsTest.java648 .column("order_id", org.apache.fluss.types.DataTypes.STRING())CODE
CRITICAL…org/apache/fluss/flink/utils/FlinkConversionsTest.java702 org.apache.flink.table.api.DataTypes.STRING().notNull()),CODE
CRITICAL…org/apache/fluss/flink/utils/FlinkConversionsTest.java705 org.apache.flink.table.api.DataTypes.TIMESTAMP())),CODE
CRITICAL…ache/fluss/flink/source/ChangelogFlinkTableSource.java186 return new org.apache.flink.table.types.logical.RowType(dataFields);CODE
CRITICAL…va/org/apache/fluss/flink/source/FlinkTableSource.java651 org.apache.flink.configuration.Configuration.fromMap(tableOptions)CODE
CRITICAL…ava/org/apache/fluss/flink/utils/FlinkConversions.java132 org.apache.flink.table.api.Schema.newBuilder();CODE
302 more matches not shown…
Over-Commented Block565 hits · 557 pts
SeverityFileLineSnippetContext
LOW.asf.yaml1# Licensed to the Apache Software Foundation (ASF) under oneCOMMENT
LOW…/org/apache/fluss/flink/sink/FlinkTableSinkITCase.java1561 // Second insert: retractionCOMMENT
LOW…e/fluss/flink/sink/undo/UndoRecoveryManagerITCase.java461 assertThat(result.getInt(3))COMMENT
LOW…c/main/java/org/apache/fluss/rpc/protocol/ApiKeys.java41 TABLE_EXISTS(1010, 0, 0, PUBLIC),COMMENT
LOWtools/ci/unstable_test_reporter.py1################################################################################COMMENT
LOWtools/releasing/create_source_release.sh1#!/usr/bin/env bashCOMMENT
LOWtools/releasing/test_generate_rust_license.py1# Licensed to the Apache Software Foundation (ASF) under oneCOMMENT
LOWtools/releasing/create_binary_release.sh1#!/usr/bin/env bashCOMMENT
LOWtools/releasing/set_python_release_version.py1# Licensed to the Apache Software Foundation (ASF) under oneCOMMENT
LOWtools/releasing/deploy_staging_jars.sh1#!/usr/bin/env bashCOMMENT
LOWtools/releasing/create_gateway_release.sh1#!/usr/bin/env bashCOMMENT
LOWtools/releasing/generate_rust_license.py1#!/usr/bin/env python3COMMENT
LOWtools/releasing/update_branch_version.sh1#!/usr/bin/env bashCOMMENT
LOWtools/releasing/create_helm_packages.sh1#!/usr/bin/env bashCOMMENT
LOWdocker/quickstart-flink/prepare_build.sh1#!/usr/bin/env bashCOMMENT
LOWdocker/quickstart-flink/bin/init_paimon.sh1#!/usr/bin/env bashCOMMENT
LOWdocker/quickstart-flink/bin/init_iceberg.sh1#!/usr/bin/env bashCOMMENT
LOWdocker/fluss/docker-entrypoint.sh1#!/bin/bashCOMMENT
LOWdocker/fluss-gateway/build.sh1#!/usr/bin/env bashCOMMENT
LOWdocker/fluss-gateway/prepare_build.sh1#!/usr/bin/env bashCOMMENT
LOWdocker/fluss-gateway/smoke-test.sh1#!/usr/bin/env bashCOMMENT
LOW…/org/apache/fluss/client/write/IdempotenceManager.java281 // lastAckedSequence + 1 after adjustment. When this batch fails with anCOMMENT
LOW…a/org/apache/fluss/client/write/RecordAccumulator.java1181 batch = deque.pollFirst();COMMENT
LOW…a/org/apache/fluss/client/write/RecordAccumulator.java1461 + tableBucketCOMMENT
LOW…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java101COMMENT
LOW…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java121 findLatestSnapshotExactlyHoldingL0Files(fileStoreTable, snapshot2Obj);COMMENT
LOW…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java161 // ┌─────────┬─────────────────────────────┐COMMENT
LOW…paimon/utils/DvTableReadableSnapshotRetrieverTest.java181 tieredLakeSnapshotEndOffset,COMMENT
LOW…paimon/utils/DvTableReadableSnapshotRetrieverTest.java201 // Snapshot 3 state (after compacting bucket2):COMMENT
LOW…paimon/utils/DvTableReadableSnapshotRetrieverTest.java241 // flushed from the first tiered snapshot to latest compacted snapshotCOMMENT
LOW…paimon/utils/DvTableReadableSnapshotRetrieverTest.java261 // ├─────────┼─────────────────────────────┤COMMENT
LOW…paimon/utils/DvTableReadableSnapshotRetrieverTest.java321 expectedReadableOffsets.put(tb2, 3L);COMMENT
LOW…paimon/utils/DvTableReadableSnapshotRetrieverTest.java341 compactHelper.compactBucket(bucket1).commit();COMMENT
LOW…paimon/utils/DvTableReadableSnapshotRetrieverTest.java561 long snapshot2 = latestSnapshot(fileStoreTable);COMMENT
LOW…paimon/utils/DvTableReadableSnapshotRetrieverTest.java601 // │ partition1 │ bucket0 │ L1: [compacted from s3 L0] │ ← L0 flushed to L1COMMENT
LOW…paimon/utils/DvTableReadableSnapshotRetrieverTest.java641 tieredLakeSnapshotEndOffset,COMMENT
LOW…paimon/utils/DvTableReadableSnapshotRetrieverTest.java681COMMENT
LOW…paimon/utils/DvTableReadableSnapshotRetrieverTest.java761 tableId,COMMENT
LOW…ake/paimon/utils/DvTableReadableSnapshotRetriever.java321 // and all APPEND snapshots before it have been expired.COMMENT
LOW…ake/paimon/utils/DvTableReadableSnapshotRetriever.java361 snapshotId);COMMENT
LOWwebsite/.asf.yaml1# Licensed to the Apache Software Foundation (ASF) under oneCOMMENT
LOWwebsite/setup_blog.sh1#!/bin/bashCOMMENT
LOWwebsite/build_versioned_docs.sh1#!/usr/bin/env bashCOMMENT
LOWfluss-rust/Cargo.toml1# Licensed to the Apache Software Foundation (ASF) under oneCOMMENT
LOWfluss-rust/deny.toml1# Licensed to the Apache Software Foundation (ASF) under oneCOMMENT
LOWfluss-rust/rustfmt.toml1# Licensed to the Apache Software Foundation (ASF) under oneCOMMENT
LOWfluss-rust/.licenserc.yaml1# Licensed to the Apache Software Foundation (ASF) under oneCOMMENT
LOWfluss-rust/rust-toolchain.toml1# Licensed to the Apache Software Foundation (ASF) under oneCOMMENT
LOWfluss-rust/crates/fluss-test-cluster/Cargo.toml1# Licensed to the Apache Software Foundation (ASF) under oneCOMMENT
LOWfluss-rust/crates/fluss-test-cluster/build.rs1// Licensed to the Apache Software Foundation (ASF) under oneCOMMENT
LOWfluss-rust/crates/fluss-test-cluster/src/lib.rs1// Licensed to the Apache Software Foundation (ASF) under oneCOMMENT
LOWfluss-rust/crates/fluss-test-cluster/src/main.rs1// Licensed to the Apache Software Foundation (ASF) under oneCOMMENT
LOWfluss-rust/crates/fluss/Cargo.toml1# Licensed to the Apache Software Foundation (ASF) under oneCOMMENT
LOWfluss-rust/crates/fluss/regen.sh1#!/usr/bin/env bashCOMMENT
LOWfluss-rust/crates/fluss/tests/vendored_proto.rs1// Licensed to the Apache Software Foundation (ASF) under oneCOMMENT
LOWfluss-rust/crates/fluss/tests/test_fluss.rs1// Licensed to the Apache Software Foundation (ASF) under oneCOMMENT
LOW…s-rust/crates/fluss/tests/integration/fluss_cluster.rs1// Licensed to the Apache Software Foundation (ASF) under oneCOMMENT
LOWfluss-rust/crates/fluss/tests/integration/sasl_auth.rs1// Licensed to the Apache Software Foundation (ASF) under oneCOMMENT
LOWfluss-rust/crates/fluss/tests/integration/admin.rs1// Licensed to the Apache Software Foundation (ASF) under oneCOMMENT
LOWfluss-rust/crates/fluss/gen/Cargo.toml1# Licensed to the Apache Software Foundation (ASF) under oneCOMMENT
505 more matches not shown…
Decorative Section Separators123 hits · 407 pts
SeverityFileLineSnippetContext
MEDIUMtools/ci/unstable_test_reporter.py49# ---------------------------------------------------------------------------COMMENT
MEDIUMtools/ci/unstable_test_reporter.py51# ---------------------------------------------------------------------------COMMENT
MEDIUMtools/ci/unstable_test_reporter.py79# ---------------------------------------------------------------------------COMMENT
MEDIUMtools/ci/unstable_test_reporter.py81# ---------------------------------------------------------------------------COMMENT
MEDIUMtools/ci/unstable_test_reporter.py95# ---------------------------------------------------------------------------COMMENT
MEDIUMtools/ci/unstable_test_reporter.py97# ---------------------------------------------------------------------------COMMENT
MEDIUMtools/ci/unstable_test_reporter.py233# ---------------------------------------------------------------------------COMMENT
MEDIUMtools/ci/unstable_test_reporter.py235# ---------------------------------------------------------------------------COMMENT
MEDIUMtools/ci/unstable_test_reporter.py270# ---------------------------------------------------------------------------COMMENT
MEDIUMtools/ci/unstable_test_reporter.py272# ---------------------------------------------------------------------------COMMENT
MEDIUMtools/ci/unstable_test_reporter.py345# ---------------------------------------------------------------------------COMMENT
MEDIUMtools/ci/unstable_test_reporter.py347# ---------------------------------------------------------------------------COMMENT
MEDIUMtools/ci/unstable_test_reporter.py443# ---------------------------------------------------------------------------COMMENT
MEDIUMtools/ci/unstable_test_reporter.py445# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java91 // ┌─────────┬─────────────────────────────┐COMMENT
MEDIUM⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java93 // ├─────────┼─────────────────────────────┤COMMENT
MEDIUM⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java96 // └─────────┴─────────────────────────────┘COMMENT
MEDIUM⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java104 // ┌─────────┬─────────────────────────────┐COMMENT
MEDIUM⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java106 // ├─────────┼─────────────────────────────┤COMMENT
MEDIUM⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java109 // └─────────┴─────────────────────────────┘COMMENT
MEDIUM⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java127 // ┌─────────┬─────────────────────────────┐COMMENT
MEDIUM⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java129 // ├─────────┼─────────────────────────────┤COMMENT
MEDIUM⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java133 // └─────────┴─────────────────────────────┘COMMENT
MEDIUM⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java141 // ┌─────────┬─────────────────────────────┐COMMENT
MEDIUM⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java143 // ├─────────┼─────────────────────────────┤COMMENT
MEDIUM⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java146 // └─────────┴─────────────────────────────┘COMMENT
MEDIUM⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java161 // ┌─────────┬─────────────────────────────┐COMMENT
MEDIUM⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java163 // ├─────────┼─────────────────────────────┤COMMENT
MEDIUM⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java167 // └─────────┴─────────────────────────────┘COMMENT
MEDIUM⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java176 // ┌─────────┬─────────────────────────────┐COMMENT
MEDIUM⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java178 // ├─────────┼─────────────────────────────┤COMMENT
MEDIUM⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java182 // └─────────┴─────────────────────────────┘COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java154 // ┌─────────┬─────────────────────────────┐COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java156 // ├─────────┼─────────────────────────────┤COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java160 // └─────────┴─────────────────────────────┘COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java192 // ┌─────────┬─────────────────────────────┐COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java194 // ├─────────┼─────────────────────────────┤COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java198 // └─────────┴─────────────────────────────┘COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java202 // ┌─────────┬─────────────────────────────┐COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java204 // ├─────────┼─────────────────────────────┤COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java208 // └─────────┴─────────────────────────────┘COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java213 // ┌─────────┬─────────────────────────────┐COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java215 // ├─────────┼─────────────────────────────┤COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java220 // └─────────┴─────────────────────────────┘COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java246 // ┌─────────┬─────────────────────────────┐COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java248 // ├─────────┼─────────────────────────────┤COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java253 // └─────────┴─────────────────────────────┘COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java259 // ┌─────────┬─────────────────────────────┐COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java261 // ├─────────┼─────────────────────────────┤COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java267 // └─────────┴─────────────────────────────┘COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java296 // ┌─────────┬─────────────────────────────┐COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java298 // ├─────────┼─────────────────────────────┤COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java304 // └─────────┴─────────────────────────────┘COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java332 // ┌─────────┬─────────────────────────────┐COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java334 // ├─────────┼─────────────────────────────┤COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java339 // └─────────┴─────────────────────────────┘COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java348 // ┌─────────┬─────────────────────────────┐COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java350 // ├─────────┼─────────────────────────────┤COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java357 // └─────────┴─────────────────────────────┘COMMENT
MEDIUM⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java523 // ┌─────────────┬─────────┬─────────────────────────────┐COMMENT
63 more matches not shown…
Structural Annotation Overuse125 hits · 217 pts
SeverityFileLineSnippetContext
LOW…apache/fluss/flink/procedure/FlinkProcedureITCase.java1007 // Step 1: Add user "bob" via append_cluster_configsCOMMENT
LOW…apache/fluss/flink/procedure/FlinkProcedureITCase.java1150 // Step 2: Delete user "bob" via subtract_cluster_configsCOMMENT
LOW⚡…apache/fluss/flink/sink/undo/UndoRecoveryOperator.java282 // Step 1: Get Union List StateCOMMENT
LOW⚡…apache/fluss/flink/sink/undo/UndoRecoveryOperator.java291 // Step 2: Convert Union List State to Collection for RecoveryOffsetManagerCOMMENT
LOW…apache/fluss/flink/sink/undo/UndoRecoveryOperator.java313 // Step 3: Use RecoveryOffsetManager to determine recovery strategyCOMMENT
LOW⚡…apache/fluss/flink/sink/undo/UndoRecoveryOperator.java339 // Step 4: Retain the complete positive-offset baseline regardless of whether any bucketCOMMENT
LOW⚡…apache/fluss/flink/sink/undo/UndoRecoveryOperator.java343 // Step 5: Execute undo recovery if needed.COMMENT
LOW⚡…/org/apache/fluss/rpc/protocol/RequestChannelTest.java147 // Step 1: Fill queue to trigger backpressureCOMMENT
LOW⚡…/org/apache/fluss/rpc/protocol/RequestChannelTest.java157 // Step 2: Consume requests until queue size drops below resume thresholdCOMMENT
LOWdocker/quickstart-flink/README.md58### Step 1: Prepare Build FilesCOMMENT
LOWdocker/quickstart-flink/README.md70### Step 2: Build Docker ImageCOMMENT
LOW⚡…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java118 // Step 2: Compact bucket 0 and bucket 1COMMENT
LOW⚡…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java128 // Step 3: Write more data (rows 10-19)COMMENT
LOW⚡…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java132 // Step 4: Wait until data is synced and verifyCOMMENT
LOW⚡…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java142 // Step 5: Compact bucket 2COMMENT
LOW⚡…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java151 // Step 6: Write more data (rows 20-24)COMMENT
LOW⚡…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java155 // Step 7: Verify union read works correctlyCOMMENT
LOW⚡…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java252 // Step 3: Write more data to partition0 (rows 10-19)COMMENT
LOW⚡…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java256 // Step 4: Wait until data is synced and verifyCOMMENT
LOW⚡…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java269 // Step 5: Compact partition0-bucket1COMMENT
LOW⚡…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java278 // Step 6: Write more data to partition1 (rows 10-19)COMMENT
LOW⚡…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java282 // Step 7: Verify union read works correctlyCOMMENT
LOW…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java106 // Step 1: Write initial data (rows 0-9)COMMENT
LOW…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java215 // Step 1: Write initial data to both partitions (rows 0-9 each)COMMENT
LOW…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java238 // Step 2: Compact some buckets across partitionsCOMMENT
LOW⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java89 // Step 1: APPEND snapshot 1 - write data to bucket0 and bucket1COMMENT
LOW⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java102 // Step 2: COMPACT snapshot 2 - compact bucket0COMMENT
LOW⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java125 // Step 3: APPEND snapshot 3 - write more data to bucket0COMMENT
LOW⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java139 // Step 4: COMPACT snapshot 4 - compact bucket0 again (flushes snapshot3's L0)COMMENT
LOW⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java159 // Step 5: APPEND snapshot 5 - write more data to bucket1COMMENT
LOW⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java172 // Step 6: COMPACT snapshot 6 - commit compactCommitter1_b1 (compact bucket1)COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java152 // Step 1: APPEND snapshot 1 - write data to all bucketsCOMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java184 // Step 2: COMPACT snapshot 2, 3 - compact bucket1 and bucket2COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java211 // Step 3: APPEND snapshot 4 - write more data to bucket0COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java244 // Step 4: COMPACT snapshot 5 - commit b0 compact (prepared based on snapshot1)COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java257 // Step 5: APPEND snapshot 6 - write more data to bucket1COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java294 // Step 6: COMPACT snapshot 7 - compact bucket0 again (flushes snapshot4's L0)COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java327 // Step 7: COMPACT snapshot 9, 10, 11 - compact all bucketsCOMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java346 // Step 8: APPEND snapshot 12 - write data to all bucketsCOMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java521 // Step 1: APPEND snapshot 1 - write data to partition0, bucket0 and bucket1COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java549 // Step 2: COMPACT snapshot 2 - compact partition0, bucket0COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java563 // Step 3: APPEND snapshot 3 - write data to partition1, bucket0COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java593 // Step 4: COMPACT snapshot 5 - compact partition0, bucket1 and partition1, bucket0COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java609 // Step 5: APPEND snapshot 6 - write more data to partition0, bucket0COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java644 // Step 6: COMPACT snapshot 7 - compact partition0, bucket0 again (flushes snapshot6's L0)COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java682 // Step 7: APPEND snapshot 9 - write more data to partition1, bucket0COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java709 // Step 8: COMPACT snapshot 10 - compact partition1, bucket0 again (flushes snapshot9's L0)COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java745 // Step 9: APPEND snapshot 12 - write more data to partition0, bucket1COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java767 // Step 10: COMPACT snapshot 13 - compact partition0, bucket1 again (flushes snapshot12'sCOMMENT
LOW…paimon/utils/DvTableReadableSnapshotRetrieverTest.java392 // Step 9: Compact bucket2 only. Bucket0 still has L0 from snapshot12, so resolving itsCOMMENT
LOW…paimon/utils/DvTableReadableSnapshotRetrieverTest.java413 // Step 10: Flush the affected bucket0's remaining L0. Its readable offset now comes fromCOMMENT
LOW⚡website/docs/table-design/merge-engines/aggregation.md500// Step 1: Insert initial valuesCOMMENT
LOW⚡website/docs/table-design/merge-engines/aggregation.md504// Step 2: Upsert with new valuesCOMMENT
LOW⚡website/docs/table-design/merge-engines/aggregation.md508// Step 3: Upsert with null status - null overwrites the previous 'offline' valueCOMMENT
LOW⚡website/docs/table-design/merge-engines/aggregation.md574// Step 1: Insert initial valuesCOMMENT
LOW⚡website/docs/table-design/merge-engines/aggregation.md578// Step 2: Upsert with null email - null is ignored, email retains previous valueCOMMENT
LOW⚡website/docs/table-design/merge-engines/aggregation.md583// Step 3: Upsert with null phone - null is ignored, phone retains previous valueCOMMENT
LOWwebsite/docs/install-deploy/deploying-with-helm.md72### Step 1: Deploy ZooKeeper (Optional if ZooKeeper is existing)COMMENT
LOWwebsite/docs/install-deploy/deploying-with-helm.md84### Step 2: Deploy FlussCOMMENT
LOWwebsite/docs/install-deploy/deploying-with-helm.md144### Step 3: Verify InstallationCOMMENT
65 more matches not shown…
Verbosity Indicators109 hits · 186 pts
SeverityFileLineSnippetContext
LOW…apache/fluss/flink/procedure/FlinkProcedureITCase.java1007 // Step 1: Add user "bob" via append_cluster_configsCOMMENT
LOW…apache/fluss/flink/procedure/FlinkProcedureITCase.java1150 // Step 2: Delete user "bob" via subtract_cluster_configsCOMMENT
LOW⚡…apache/fluss/flink/sink/undo/UndoRecoveryOperator.java282 // Step 1: Get Union List StateCOMMENT
LOW⚡…apache/fluss/flink/sink/undo/UndoRecoveryOperator.java291 // Step 2: Convert Union List State to Collection for RecoveryOffsetManagerCOMMENT
LOW…apache/fluss/flink/sink/undo/UndoRecoveryOperator.java313 // Step 3: Use RecoveryOffsetManager to determine recovery strategyCOMMENT
LOW⚡…apache/fluss/flink/sink/undo/UndoRecoveryOperator.java339 // Step 4: Retain the complete positive-offset baseline regardless of whether any bucketCOMMENT
LOW⚡…apache/fluss/flink/sink/undo/UndoRecoveryOperator.java343 // Step 5: Execute undo recovery if needed.COMMENT
LOW⚡…/org/apache/fluss/rpc/protocol/RequestChannelTest.java147 // Step 1: Fill queue to trigger backpressureCOMMENT
LOW⚡…/org/apache/fluss/rpc/protocol/RequestChannelTest.java157 // Step 2: Consume requests until queue size drops below resume thresholdCOMMENT
LOW⚡…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java118 // Step 2: Compact bucket 0 and bucket 1COMMENT
LOW⚡…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java128 // Step 3: Write more data (rows 10-19)COMMENT
LOW⚡…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java132 // Step 4: Wait until data is synced and verifyCOMMENT
LOW⚡…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java142 // Step 5: Compact bucket 2COMMENT
LOW⚡…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java151 // Step 6: Write more data (rows 20-24)COMMENT
LOW⚡…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java155 // Step 7: Verify union read works correctlyCOMMENT
LOW⚡…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java252 // Step 3: Write more data to partition0 (rows 10-19)COMMENT
LOW⚡…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java256 // Step 4: Wait until data is synced and verifyCOMMENT
LOW⚡…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java269 // Step 5: Compact partition0-bucket1COMMENT
LOW⚡…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java278 // Step 6: Write more data to partition1 (rows 10-19)COMMENT
LOW⚡…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java282 // Step 7: Verify union read works correctlyCOMMENT
LOW…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java106 // Step 1: Write initial data (rows 0-9)COMMENT
LOW…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java215 // Step 1: Write initial data to both partitions (rows 0-9 each)COMMENT
LOW…uss/lake/paimon/flink/FlinkUnionReadDvTableITCase.java238 // Step 2: Compact some buckets across partitionsCOMMENT
LOW⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java89 // Step 1: APPEND snapshot 1 - write data to bucket0 and bucket1COMMENT
LOW⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java102 // Step 2: COMPACT snapshot 2 - compact bucket0COMMENT
LOW⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java125 // Step 3: APPEND snapshot 3 - write more data to bucket0COMMENT
LOW⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java139 // Step 4: COMPACT snapshot 4 - compact bucket0 again (flushes snapshot3's L0)COMMENT
LOW⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java159 // Step 5: APPEND snapshot 5 - write more data to bucket1COMMENT
LOW⚡…he/fluss/lake/paimon/utils/PaimonDvTableUtilsTest.java172 // Step 6: COMPACT snapshot 6 - commit compactCommitter1_b1 (compact bucket1)COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java152 // Step 1: APPEND snapshot 1 - write data to all bucketsCOMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java184 // Step 2: COMPACT snapshot 2, 3 - compact bucket1 and bucket2COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java211 // Step 3: APPEND snapshot 4 - write more data to bucket0COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java244 // Step 4: COMPACT snapshot 5 - commit b0 compact (prepared based on snapshot1)COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java257 // Step 5: APPEND snapshot 6 - write more data to bucket1COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java294 // Step 6: COMPACT snapshot 7 - compact bucket0 again (flushes snapshot4's L0)COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java327 // Step 7: COMPACT snapshot 9, 10, 11 - compact all bucketsCOMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java346 // Step 8: APPEND snapshot 12 - write data to all bucketsCOMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java521 // Step 1: APPEND snapshot 1 - write data to partition0, bucket0 and bucket1COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java549 // Step 2: COMPACT snapshot 2 - compact partition0, bucket0COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java563 // Step 3: APPEND snapshot 3 - write data to partition1, bucket0COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java593 // Step 4: COMPACT snapshot 5 - compact partition0, bucket1 and partition1, bucket0COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java609 // Step 5: APPEND snapshot 6 - write more data to partition0, bucket0COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java644 // Step 6: COMPACT snapshot 7 - compact partition0, bucket0 again (flushes snapshot6's L0)COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java682 // Step 7: APPEND snapshot 9 - write more data to partition1, bucket0COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java709 // Step 8: COMPACT snapshot 10 - compact partition1, bucket0 again (flushes snapshot9's L0)COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java745 // Step 9: APPEND snapshot 12 - write more data to partition0, bucket1COMMENT
LOW⚡…paimon/utils/DvTableReadableSnapshotRetrieverTest.java767 // Step 10: COMPACT snapshot 13 - compact partition0, bucket1 again (flushes snapshot12'sCOMMENT
LOW…paimon/utils/DvTableReadableSnapshotRetrieverTest.java392 // Step 9: Compact bucket2 only. Bucket0 still has L0 from snapshot12, so resolving itsCOMMENT
LOW…paimon/utils/DvTableReadableSnapshotRetrieverTest.java413 // Step 10: Flush the affected bucket0's remaining L0. Its readable offset now comes fromCOMMENT
LOW…org/apache/fluss/record/bytesview/FlussFileRegion.java104 // If the amount of written data is 0 we need to check if the requested count is biggerCOMMENT
LOW…org/apache/fluss/record/bytesview/FlussFileRegion.java142 // If the amount of written data is 0 we need to check if the requested count is bigger thenCOMMENT
LOW…ver/coordinator/CoordinatorHighAvailabilityITCase.java192 // Step 1: Initial leader electionCOMMENT
LOW⚡…ver/coordinator/CoordinatorHighAvailabilityITCase.java204 // Step 2: Kill leader's ZK session → standby becomes the new leaderCOMMENT
LOW⚡…ver/coordinator/CoordinatorHighAvailabilityITCase.java214 // Step 3: Wait for the killed leader to fully reconnect and re-join election,COMMENT
LOW⚡…e/fluss/server/coordinator/LakeTableManagerITCase.java135 // Step 1: create a table with datalake enabled and initial freshness (5min)COMMENT
LOW⚡…e/fluss/server/coordinator/LakeTableManagerITCase.java142 // Step 2: verify initial propertiesCOMMENT
LOW⚡…e/fluss/server/coordinator/LakeTableManagerITCase.java151 // Step 3: alter table to change datalake freshness (SET operation)COMMENT
LOW⚡…e/fluss/server/coordinator/LakeTableManagerITCase.java340 // Step 2: Try to request the table for tiering within 3 seconds, should NOT get itCOMMENT
LOW⚡…e/fluss/server/coordinator/LakeTableManagerITCase.java347 // Step 3: Change freshness to a very small value (100ms)COMMENT
LOW…e/fluss/server/coordinator/LakeTableManagerITCase.java165 // Step 4: verify freshness was updated to 3minCOMMENT
49 more matches not shown…
Hyper-Verbose Identifiers88 hits · 84 pts
SeverityFileLineSnippetContext
LOW…apache/fluss/rpc/netty/server/FlussRequestHandler.java37public class FlussRequestHandler implements RequestHandler<FlussRequest> {CODE
LOWtools/releasing/test_generate_rust_license.py29 def test_only_selected_roots_normal_target_dependencies_are_included(self):CODE
LOWtools/releasing/generate_rust_license.py205def is_standalone_apache_license(path: Path) -> bool:CODE
LOW…/src/theme/NavbarItem/DocsVersionDropdownNavbarItem.js23export default function DocsVersionDropdownNavbarItemWrapper(props) {CODE
LOWfluss-rust/bindings/python/test/test_admin.py120async def test_create_table_with_auto_increment_column(admin):CODE
LOWfluss-rust/bindings/python/test/test_admin.py220async def test_fluss_error_response(admin):CODE
LOWfluss-rust/bindings/python/test/test_admin.py230async def test_error_database_not_exist(admin):CODE
LOWfluss-rust/bindings/python/test/test_admin.py248async def test_error_database_already_exist(admin):CODE
LOWfluss-rust/bindings/python/test/test_admin.py266async def test_error_table_already_exist(admin):CODE
LOWfluss-rust/bindings/python/test/test_admin.py297async def test_error_table_not_exist(admin):CODE
LOWfluss-rust/bindings/python/test/test_admin.py327async def test_error_table_not_partitioned(admin):CODE
LOWfluss-rust/bindings/python/test/conftest.py149def plaintext_bootstrap_servers(fluss_cluster):CODE
LOWfluss-rust/bindings/python/test/test_kv_changelog.py31async def test_subscribe_kv_table_changelog(connection, admin, wait_for_table_ready):CODE
LOWfluss-rust/bindings/python/test/test_kv_changelog.py84async def test_record_batch_scanner_rejects_primary_key(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_kv_table.py56async def test_upsert_delete_and_lookup(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_kv_table.py130async def test_batched_concurrent_lookups(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_kv_table.py166async def test_batched_concurrent_prefix_lookups(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_kv_table.py208async def test_composite_primary_keys(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_kv_table.py350async def test_partial_update_by_index(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_kv_table.py389async def test_partial_update_complex(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_kv_table.py465async def test_partitioned_table_upsert_and_lookup(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_kv_table.py551async def test_omit_nullable_vs_required_fields(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_kv_table.py688async def test_all_complex_datatypes(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_kv_table.py728async def test_all_supported_datatypes(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_kv_table.py827async def test_prefix_lookup_validation_errors(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_schema.py66def test_pk_forces_non_nullable():CODE
LOWfluss-rust/bindings/python/test/test_schema.py79def test_nested_list_nullability():CODE
LOWfluss-rust/bindings/python/test/test_schema.py130def test_schema_with_nested_complex_types():CODE
LOWfluss-rust/bindings/python/test/test_schema.py153def test_get_auto_increment_columns():CODE
LOWfluss-rust/bindings/python/test/test_schema.py168def test_auto_increment_column_is_validated():CODE
LOWfluss-rust/bindings/python/test/test_context_manager.py33async def test_connection_context_manager(plaintext_bootstrap_servers):CODE
LOWfluss-rust/bindings/python/test/test_context_manager.py42async def test_append_writer_success_flush(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_context_manager.py64async def test_connection_drain_on_close(plaintext_bootstrap_servers, admin):CODE
LOWfluss-rust/bindings/python/test/test_context_manager.py88async def test_upsert_writer_context_manager(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_context_manager.py107async def test_connection_context_manager_exception(plaintext_bootstrap_servers):CODE
LOWfluss-rust/bindings/python/test/test_sasl_auth.py28async def test_sasl_connect_with_valid_credentials(sasl_bootstrap_servers):CODE
LOWfluss-rust/bindings/python/test/test_sasl_auth.py51async def test_sasl_connect_with_second_user(sasl_bootstrap_servers):CODE
LOWfluss-rust/bindings/python/test/test_sasl_auth.py68async def test_sasl_connect_with_wrong_password(sasl_bootstrap_servers):CODE
LOWfluss-rust/bindings/python/test/test_sasl_auth.py83async def test_sasl_connect_with_unknown_user(sasl_bootstrap_servers):CODE
LOWfluss-rust/bindings/python/test/test_sasl_auth.py98async def test_sasl_client_to_plaintext_server(plaintext_bootstrap_servers):CODE
LOWfluss-rust/bindings/python/test/test_batch_scanner.py29async def test_returns_appended_rows_then_none(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_batch_scanner.py65async def test_reads_primary_key_table(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_batch_scanner.py95async def test_to_arrow_and_collect(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_batch_scanner.py133async def test_projection_skips_middle_column(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_batch_scanner.py207async def test_rejects_non_arrow_log_format(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_log_table.py278async def test_project_compound_types(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_log_table.py408async def test_to_arrow_and_to_pandas(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_log_table.py450async def test_to_arrow_batch_reader(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_log_table.py498async def test_to_arrow_batch_reader_drop_and_guard(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_log_table.py574async def test_partitioned_table_append_scan(connection, admin, wait_for_table_ready):CODE
LOWfluss-rust/bindings/python/test/test_log_table.py811async def test_partitioned_table_to_arrow(connection, admin, wait_for_table_ready):CODE
LOWfluss-rust/bindings/python/test/test_log_table.py851async def test_scan_records_indexing_and_slicing(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_log_table.py971async def test_async_iterator_break_no_leak(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_log_table.py1044async def test_async_iterator_multiple_batches(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_log_table.py1101async def test_batch_async_iterator(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_log_table.py1176async def test_batch_async_iterator_break_no_leak(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_log_table.py1231async def test_batch_async_iterator_multiple_batches(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_log_table.py1312async def test_append_and_scan_with_array(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_log_table.py1402async def test_append_rows_with_array(connection, admin):CODE
LOWfluss-rust/bindings/python/test/test_log_table.py1447async def test_append_rows_with_nested_array(connection, admin):CODE
28 more matches not shown…
Cross-File Repetition10 hits · 50 pts
SeverityFileLineSnippetContext
HIGHfluss-rust/bindings/python/test/test_kv_changelog.py0poll a record-based scanner until expected_count records are collected.STRING
HIGHfluss-rust/bindings/python/test/test_context_manager.py0poll a record-based scanner until expected_count records are collected.STRING
HIGHfluss-rust/bindings/python/test/test_log_table.py0poll a record-based scanner until expected_count records are collected.STRING
HIGH…test/scala/org/apache/fluss/spark/SparkWriteTest.scala0|insert into $default_database.t values |(600l, 21l, 601, "addr1"), (700l, 22l, 602, "addr2"), |(800l, 23l, 603, "addr3"STRING
HIGH…ala/org/apache/fluss/spark/SparkLogTableReadTest.scala0|insert into $default_database.t values |(600l, 21l, 601, "addr1"), (700l, 22l, 602, "addr2"), |(800l, 23l, 603, "addr3"STRING
HIGH…/apache/fluss/spark/SparkPrimaryKeyTableReadTest.scala0|insert into $default_database.t values |(600l, 21l, 601, "addr1"), (700l, 22l, 602, "addr2"), |(800l, 23l, 603, "addr3"STRING
HIGH…ala/org/apache/fluss/spark/SparkLogTableReadTest.scala0|insert into $default_database.t_type_dependent values |(1, timestamp "2026-01-01 12:00:00", "a", array(1, 2), struct(10STRING
HIGH…/apache/fluss/spark/SparkPrimaryKeyTableReadTest.scala0|insert into $default_database.t_type_dependent values |(1, timestamp "2026-01-01 12:00:00", "a", array(1, 2), struct(10STRING
HIGH…/spark/lake/SparkLakePrimaryKeyTableReadTestBase.scala0|insert into $default_database.t_type_dependent values |(1, timestamp "2026-01-01 12:00:00", "a", array(1, 2), struct(10STRING
HIGH…pache/fluss/spark/lake/SparkLakeLogTableReadTest.scala0|insert into $default_database.t_type_dependent values |(1, timestamp "2026-01-01 12:00:00", "a", array(1, 2), struct(10STRING
Fake / Example Data19 hits · 26 pts
SeverityFileLineSnippetContext
LOW…ource/deserializer/FlussDeserializationSchemaTest.java60 row.setField(3, BinaryString.fromString("123 Main St"));CODE
LOW…ource/deserializer/FlussDeserializationSchemaTest.java70 assertThat(result.getAddress()).isEqualTo("123 Main St");CODE
LOW…s/lake/iceberg/source/IcebergRecordAsFlussRowTest.java182 record.setField("name", "John Doe");CODE
LOW…s/lake/iceberg/source/IcebergRecordAsFlussRowTest.java204 assertThat(icebergRecordAsFlussRow.getString(1).toString()).isEqualTo("John Doe"); // nameCODE
LOW…s/lake/iceberg/source/FlussRowAsIcebergRecordTest.java407 contact1.setField(1, BinaryString.fromString("user@example.com"));CODE
LOW…s/lake/iceberg/source/FlussRowAsIcebergRecordTest.java445 assertThat(icebergContact1.get(1)).isEqualTo("user@example.com");CODE
LOW…t/java/org/apache/fluss/utils/ProtoCodecUtilsTest.java254 "Neque porro quisquam est qui dolorem ipsum"CODE
LOWwebsite/docs/table-design/merge-engines/aggregation.md544 (1, 'user@example.com', '123-456');CODE
LOW⚡website/docs/table-design/merge-engines/aggregation.md575// Input: (1, 'user@example.com', '123-456')COMMENT
LOW⚡website/docs/table-design/merge-engines/aggregation.md576// Result: (1, 'user@example.com', '123-456')COMMENT
LOW⚡website/docs/table-design/merge-engines/aggregation.md580// Result: (1, 'user@example.com', '789-012')COMMENT
LOW⚡website/docs/table-design/merge-engines/aggregation.md581// Note: email remains 'user@example.com' (null was ignored), phone updated to '789-012'COMMENT
LOWwebsite/docs/table-design/merge-engines/aggregation.md681 (1, 'user@example.com', TIMESTAMP '2024-01-01 10:00:00');CODE
LOWwebsite/docs/table-design/merge-engines/aggregation.md709// Input: (1, null, null), (1, 'user@example.com', '2024-01-01 10:00:00'), (1, 'other@example.com', '2024-01-02 10:00:00COMMENT
LOWwebsite/docs/table-design/merge-engines/aggregation.md710// Result: (1, 'user@example.com', '2024-01-01 10:00:00')COMMENT
LOW…/fluss/protogen/benchmark/StringEncodingBenchmark.java50 private static final String testStringAscii = "Neque porro quisquam est qui dolorem ipsum";CODE
LOW⚡fluss-rust/crates/fluss/src/client/table/remote_log.rs1086 let fake_data = vec![1, 2, 3, 4];CODE
LOW⚡fluss-rust/crates/fluss/src/client/table/remote_log.rs1094 tokio::fs::write(&file_path, &fake_data).await?;CODE
LOW⚡fluss-rust/crates/fluss/src/client/table/remote_log.rs1098 file_size: fake_data.len(),CODE
AI Slop Vocabulary5 hits · 15 pts
SeverityFileLineSnippetContext
MEDIUM…luss/client/security/acl/FlussAuthorizationITCase.java1148 // This verifies that the rebalance operation is robust against transient table statesCOMMENT
MEDIUM…e/fluss/client/table/scanner/batch/KvBatchScanner.java140 // for simplicity we currently fail the whole scan. Retrying here would require robustCOMMENT
MEDIUMfluss-rust/crates/fluss/src/client/write/accumulator.rs880 // robust). Java can compare sequences because resetWriterState mutatesCOMMENT
MEDIUM…luss/server/coordinator/CoordinatorEventProcessor.java2536 // we may need to leverage zk to valid it while put data into zk using CAS like Kafka.COMMENT
MEDIUM…/server/coordinator/event/CoordinatorEventManager.java126 // sizes so the result is robust even if tablesToBeDeleted everCOMMENT
Excessive Try-Catch Wrapping8 hits · 10 pts
SeverityFileLineSnippetContext
LOWtools/ci/unstable_test_reporter.py389 except Exception as e:CODE
LOWtools/ci/unstable_test_reporter.py403 except Exception as e:CODE
LOWtools/ci/unstable_test_reporter.py480 except Exception as e:CODE
LOWtools/ci/unstable_test_reporter.py496 except Exception as e:CODE
LOWtools/ci/unstable_test_reporter.py539 except Exception as e:CODE
MEDIUMwebsite/docs/apis/python/error-handling.md16 print(f"Error (code {e.error_code}): {e.message}")CODE
MEDIUM…-rust/website/docs/user-guide/python/error-handling.md16 print(f"Error (code {e.error_code}): {e.message}")CODE
LOWfluss-rust/bindings/python/test/conftest.py106 except Exception as e:CODE
Self-Referential Comments3 hits · 9 pts
SeverityFileLineSnippetContext
MEDIUMwebsite/build_versioned_docs.sh118 # Create the target subdirectory (named after the branch)COMMENT
MEDIUMfluss-rust/bindings/python/test/test_admin.py194 # Create a partitionCOMMENT
MEDIUMfluss-dist/src/main/resources/bin/config.sh166# Define the main directory of the fluss installationCOMMENT
Cross-Language Confusion2 hits · 8 pts
SeverityFileLineSnippetContext
HIGHfluss-rust/bindings/python/test/test_kv_table.py552 """Omitting a nullable field defaults it to null; omitting a non-nullable (orSTRING
HIGHfluss-rust/bindings/python/example/complex_types.py165 print("Appended 3 rows (canonical shapes, alternative shapes, all-null)")CODE
Synthetic Comment Markers1 hit · 8 pts
SeverityFileLineSnippetContext
HIGH…erver/coordinator/rebalance/model/ServerModelTest.java101 // Same ID but different rack/status -> Still Equal (as requested by maintainer)COMMENT
Redundant / Tautological Comments4 hits · 6 pts
SeverityFileLineSnippetContext
LOWtools/ci/unstable_test_reporter.py544 # Check if already commented with this job URLCOMMENT
LOWdocker/quickstart-flink/prepare_build.sh123# Check if required directories existCOMMENT
LOWwebsite/build_versioned_docs.sh31# Check if the temporary directory was successfully createdCOMMENT
LOWwebsite/build_versioned_docs.sh116 # Check if the website/docs directory existsCOMMENT
Empty Error Handlers1 hit · 5 pts
SeverityFileLineSnippetContext
HIGHfluss-rust/bindings/python/test/test_context_manager.py114except TestException:CODE
TODO Padding3 hits · 4 pts
SeverityFileLineSnippetContext
LOW…/apache/fluss/rpc/netty/server/NettyServerHandler.java326 // TODO: implement this if we introduce inflight response inCOMMENT
LOW…rg/apache/fluss/server/replica/ReplicaManagerTest.java2433 // TODO: Add test for offline replicaCOMMENT
LOW…src/main/java/org/apache/fluss/fs/gs/GSFileSystem.java28// TODO: implement obtainSecurityToken to enable clients access the Google File SystemCOMMENT
Slop Phrases2 hits · 4 pts
SeverityFileLineSnippetContext
LOWtools/releasing/update_branch_version.sh152echo "Don't forget to push the change."CODE
MEDIUM…in/java/org/apache/fluss/client/ConnectionFactory.java41 * to contain "bootstrap.servers" to discover the Fluss cluster. Here is a simple example:COMMENT
Deep Nesting4 hits · 2 pts
SeverityFileLineSnippetContext
LOWtools/ci/unstable_test_reporter.py448CODE
LOWtools/ci/unstable_test_reporter.py108CODE
LOWtools/ci/unstable_test_reporter.py187CODE
LOWtools/releasing/generate_rust_license.py59CODE
Unused Imports3 hits · 2 pts
SeverityFileLineSnippetContext
LOWtools/ci/unstable_test_reporter.py27CODE
LOWtools/ci/unstable_test_reporter.py36CODE
LOWfluss-rust/bindings/python/fluss/__init__.py18CODE