2.8

Adjusted Signal

2.8

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

10.1K

Stars

Java

Language

1.6M

Lines of Code

7.0K

Files

1.5K

Pattern Hits

2026-10-31

Scan Date

0.05

HC Hit Rate

Risk Review · Payload v1

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

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 4.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1182 finding(s).

Hallucinated Dependency & Supply Chain Risk 8.9/100 · LOW

Are imports declared and package/API names verified? 276 finding(s).

Agent Over-Engineering Ratio 1.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 412 finding(s).

PR Review Velocity Impact 12.7/100 · LOW

Which changes need focused human review? 1549 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 247HIGH 73MEDIUM 106LOW 1123

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 1549 distinct pattern matches across 21 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 Indicators247 hits · 2965 pts

Severity	File	Line	Snippet	Context
CRITICAL	.build/checkstyle.xml	85	<property name="message" value="Avoid Instant.now() for time, should use org.apache.cassandra.util.FBUtilities.now	CODE
CRITICAL	.build/sh/test/test_jmh_junit_report.py	54	"\tat org.apache.cassandra.test.microbench.FooBench.method(FooBench.java:21)",	CODE
CRITICAL	.build/run-ci.d/run-ci-test.py	205	cloud.session.Session.return_value.client.return_value.terminate_instance_in_auto_scaling_group.assert_called_on	CODE
CRITICAL	…t/unit/org/apache/cassandra/fqltool/FQLReplayTest.java	522	assertArrayEquals(values.toArray(), simpleStmt.getValues(com.datastax.driver.core.ProtocolVersion.fromInt(QueryO	CODE
CRITICAL	…t/unit/org/apache/cassandra/fqltool/FQLReplayTest.java	930	assertArrayEquals(simpleStmt1.getValues(com.datastax.driver.core.ProtocolVersion.fromInt(QueryOptions.DEFAULT.ge	CODE
CRITICAL	…t/unit/org/apache/cassandra/fqltool/FQLReplayTest.java	931	simpleStmt2.getValues(com.datastax.driver.core.ProtocolVersion.fromInt(QueryOptions.DEFAULT.ge	CODE
CRITICAL	…fqltool/src/org/apache/cassandra/fqltool/FQLQuery.java	257	return new FullQueryLogger.Batch(org.apache.cassandra.cql3.statements.BatchStatement.Type.valueOf(batchType.	CODE
CRITICAL	…resources/org/apache/cassandra/stress/graph/graph.html	33	},cur:function(){var a=Zb.propHooks[this.prop];return a&&a.get?a.get(this):Zb.propHooks._default.get(this)},run:function	CODE
CRITICAL	…pache/cassandra/io/sstable/StressCQLSSTableWriter.java	676	Directories directories = new Directories(tableMetadata, directoryList.stream().map(f -> new Directories.Dat	CODE
CRITICAL	…ess/src/org/apache/cassandra/stress/StressProfile.java	500	List<Generator> regularColumns = com.google.common.collect.Lists.newArrayList(metadata.regularAndStaticColumns()	CODE
CRITICAL	…ess/src/org/apache/cassandra/stress/StressProfile.java	521	List<ColumnMetadata> allColumns = com.google.common.collect.Lists.newArrayList(metadata.allColumnsInSelectOrder(	CODE
CRITICAL⚡	…ess/src/org/apache/cassandra/stress/StressProfile.java	566	Set<com.datastax.driver.core.ColumnMetadata> keyColumns = com.google.common.collect.Sets.newHashSet(	CODE
CRITICAL⚡	…ess/src/org/apache/cassandra/stress/StressProfile.java	567	Set<com.datastax.driver.core.ColumnMetadata> allColumns = com.google.common.collect.Sets.newHashSet(	CODE
CRITICAL⚡	…ess/src/org/apache/cassandra/stress/StressProfile.java	572	com.google.common.collect.Sets.SetView diff = com.google.common.collect.Sets.difference(allColum	CODE
CRITICAL	…ess/src/org/apache/cassandra/stress/StressProfile.java	752	Set<com.datastax.driver.core.ColumnMetadata> keyColumns = com.google.common.collect.Sets.newHashSet(tableMet	CODE
CRITICAL	…org/apache/cassandra/stress/generate/values/Lists.java	54	return com.google.common.collect.Lists.newArrayList(Arrays.copyOf(buffer, size));	CODE
CRITICAL	…pache/cassandra/transport/ProtocolNegotiationTest.java	173	if (requestedVersion.toInt() > org.apache.cassandra.transport.ProtocolVersion.CURRENT.asInt())	CODE
CRITICAL	…/unit/org/apache/cassandra/transport/TlsTestUtils.java	214	com.datastax.driver.core.Cluster.Builder builder = com.datastax.driver.core.Cluster.builder()	CODE
CRITICAL	…st/unit/org/apache/cassandra/cql3/ViewComplexTest.java	220	List<UntypedResultSet.Row> baseData = com.google.common.collect.Lists.newArrayList(iter);	CODE
CRITICAL	…st/unit/org/apache/cassandra/cql3/ViewComplexTest.java	221	List<UntypedResultSet.Row> viewData = com.google.common.collect.Lists.newArrayList(viewIter);	CODE
CRITICAL	test/unit/org/apache/cassandra/cql3/ViewTest.java	661	action = "org.apache.cassandra.cql3.ViewTest.blockViewBuild.countDown();")	CODE
CRITICAL	…/org/apache/cassandra/cql3/PreparedStatementsTest.java	500	org.apache.cassandra.cql3.ResultSet.Flag.of(org.apache.cassan	CODE
CRITICAL	…/org/apache/cassandra/cql3/PreparedStatementsTest.java	518	org.apache.cassandra.cql3.ResultSet.Flag.of(org.apache.cassan	CODE
CRITICAL	…/org/apache/cassandra/cql3/PreparedStatementsTest.java	576	org.apache.cassandra.cql3.ResultSet.Flag.of(	CODE
CRITICAL	…/org/apache/cassandra/cql3/PreparedStatementsTest.java	598	org.apache.cassandra.cql3.ResultSet.Flag.of(org.apache.cassandra.cql3.Resu	CODE
CRITICAL	…/org/apache/cassandra/cql3/PreparedStatementsTest.java	624	if (org.apache.cassandra.cql3.ResultSet.Flag.contains(resultFlags, org.apache.cassandra.cql3.ResultSet.Flag.META	CODE
CRITICAL	…/org/apache/cassandra/cql3/PreparedStatementsTest.java	640	assertEquals(org.apache.cassandra.cql3.ResultSet.Flag.of(org.apache.cassandra.cql3.ResultSet.Flag.GLOBAL_TABLES_	CODE
CRITICAL	…it/org/apache/cassandra/cql3/PstmtPersistenceTest.java	208	action = "org.apache.cassandra.cql3.PstmtPersistenceTest.preparedStatementLoadTimestamps.put($key,	CODE
CRITICAL	…it/org/apache/cassandra/cql3/PstmtPersistenceTest.java	213	action = "org.apache.cassandra.cql3.PstmtPersistenceTest.preparedStatementRemoveTimestamps.put($key	CODE
CRITICAL	…it/org/apache/cassandra/cql3/PstmtPersistenceTest.java	309	action = "org.apache.cassandra.cql3.PstmtPersistenceTest.nextPageReadQuery($this.query, $pageSize)")	CODE
CRITICAL	test/unit/org/apache/cassandra/cql3/CQLTester.java	406	com.datastax.driver.core.ProtocolVersion.fromInt(version.asInt());	CODE
CRITICAL	test/unit/org/apache/cassandra/cql3/CQLTester.java	816	builder = builder.withProtocolVersion(com.datastax.driver.core.ProtocolVersion.fromInt(version.asInt()));	CODE
CRITICAL	test/unit/org/apache/cassandra/cql3/CQLTester.java	1668	statement = statement.setConsistencyLevel(com.datastax.driver.core.ConsistencyLevel.valueOf(consistency.name()))	CODE
CRITICAL	test/unit/org/apache/cassandra/cql3/CQLTester.java	1961	com.datastax.driver.core.ProtocolVersion version = com.datastax.driver.core.ProtocolVersion.fromInt(protocolVers	CODE
CRITICAL	test/unit/org/apache/cassandra/cql3/CQLTester.java	2078	com.datastax.driver.core.ProtocolVersion version = com.datastax.driver.core.ProtocolVersion.fromInt(getDefaultVe	CODE
CRITICAL	test/unit/org/apache/cassandra/cql3/CQLTester.java	2533	com.google.common.collect.Sets.SetView<List<ByteBuffer>> extra = com.google.common.collect.Sets.difference(actua	CODE
CRITICAL	test/unit/org/apache/cassandra/cql3/CQLTester.java	2534	com.google.common.collect.Sets.SetView<List<ByteBuffer>> missing = com.google.common.collect.Sets.difference(exp	CODE
CRITICAL⚡	…dra/cql3/validation/entities/UFIdentificationTest.java	345	Set<String> expected = com.google.common.collect.Sets.newHashSet(function);	CODE
CRITICAL⚡	…dra/cql3/validation/entities/UFIdentificationTest.java	346	Set<String> actual = com.google.common.collect.Sets.newHashSet(Iterables.transform(stmt.getFunctions(),	CODE
CRITICAL⚡	…dra/cql3/validation/entities/UFIdentificationTest.java	348	assertTrue(com.google.common.collect.Sets.symmetricDifference(expected, actual).isEmpty());	CODE
CRITICAL⚡	…dra/cql3/validation/entities/UFIdentificationTest.java	354	return String.format(template, com.google.common.collect.Lists.asList(tableName, params).toArray());	CODE
CRITICAL	…cassandra/cql3/validation/entities/UFSecurityTest.java	124	" org.apache.cassandra.utils.vint.VIntCoding.computeUnsignedVIntSize(0L); return 0d;" +	CODE
CRITICAL	…cassandra/cql3/validation/entities/UFVerifierTest.java	163	assertEquals(new HashSet<>(Collections.singletonList("call to org.apache.cassandra.config.DatabaseDescriptor.get	CODE
CRITICAL	…st/unit/org/apache/cassandra/dht/BootStrapperTest.java	127	action = "org.apache.cassandra.dht.BootStrapperTest.nonOptimizationHit.set(true)"),	CODE
CRITICAL	…st/unit/org/apache/cassandra/dht/BootStrapperTest.java	131	action = "org.apache.cassandra.dht.BootStrapperTest.optimizationHit.set(true)") })	CODE
CRITICAL	…pache/cassandra/io/sstable/format/ColumnIndexTest.java	127	action = "org.apache.cassandra.io.sstable.format.ColumnIndexTest.setRTBMLastInIndexBlock(	CODE
CRITICAL	…pache/cassandra/io/sstable/format/ColumnIndexTest.java	133	action = "org.apache.cassandra.io.sstable.format.ColumnIndexTest.setRTBMLastInIndexBlock(	CODE
CRITICAL	…assandra/io/sstable/format/bti/LoadingBuilderTest.java	50	action = "org.apache.cassandra.io.sstable.format.bti.LoadingBuilderTest.preloadsMap.put($1.path(), $3)")	CODE
CRITICAL	test/unit/org/apache/cassandra/utils/RangeTreeTest.java	705	btree = org.apache.cassandra.utils.btree.IntervalBTree.update(btree, BTree.singleton(new Item(range.start(),	CODE
CRITICAL⚡	…ache/cassandra/schema/SchemaStatementWarningsTest.java	56	action = "org.apache.cassandra.schema.SchemaStatementWarningsTest.addWarn()"),	CODE
CRITICAL⚡	…ache/cassandra/schema/SchemaStatementWarningsTest.java	61	action = "return org.apache.cassandra.schema.SchemaStatementWarningsTest.addWarnToList($!	CODE
CRITICAL⚡	…ache/cassandra/schema/SchemaStatementWarningsTest.java	66	action = "return org.apache.cassandra.schema.SchemaStatementWarningsTest.addWarnToList($!	CODE
CRITICAL⚡	…ache/cassandra/schema/SchemaStatementWarningsTest.java	82	action = "org.apache.cassandra.schema.SchemaStatementWarningsTest.addWarn()"),	CODE
CRITICAL⚡	…ache/cassandra/schema/SchemaStatementWarningsTest.java	87	action = "return org.apache.cassandra.schema.SchemaStatementWarningsTest.addWarnToList($!	CODE
CRITICAL⚡	…ache/cassandra/schema/SchemaStatementWarningsTest.java	92	action = "return org.apache.cassandra.schema.SchemaStatementWarningsTest.addWarnToList($!	CODE
CRITICAL⚡	…che/cassandra/schema/TupleTypesRepresentationTest.java	153	// "org.apache.cassandra.db.marshal.UserType(ks,6d635f756474,61:org.apache.cassandra.db.marshal.UTF8Type,62:o	COMMENT
CRITICAL⚡	…che/cassandra/schema/TupleTypesRepresentationTest.java	210	// "org.apache.cassandra.db.marshal.ListType(org.apache.cassandra.db.marshal.FrozenType(org.apache.cassandra	COMMENT
CRITICAL⚡	…che/cassandra/schema/TupleTypesRepresentationTest.java	226	// "org.apache.cassandra.db.marshal.SetType(org.apache.cassandra.db.marshal.FrozenType(org.apache.cassandra.	COMMENT
CRITICAL⚡	…che/cassandra/schema/TupleTypesRepresentationTest.java	242	// "org.apache.cassandra.db.marshal.MapType(org.apache.cassandra.db.marshal.UTF8Type,org.apache.cassandra.db	COMMENT
CRITICAL⚡	…che/cassandra/schema/TupleTypesRepresentationTest.java	145	"org.apache.cassandra.db.marshal.TupleType(org.apache.cassandra.db.marshal.UTF8Type,org.apache.cassandra.db.	CODE
187 more matches not shown…

Over-Commented Block577 hits · 425 pts

Severity	File	Line	Snippet	Context
LOW	.asf.yaml	1	# Licensed to the Apache Software Foundation (ASF) under one	COMMENT
LOW	TESTING.md	1	<!--	COMMENT
LOW	build-shaded-dtest-jar.sh	1	#!/bin/bash	COMMENT
LOW	CONTRIBUTING.md	1	<!--	COMMENT
LOW	.build/run-tests.sh	1	#!/bin/bash	COMMENT
LOW	.build/build-artifacts.sh	1	#!/bin/sh -e	COMMENT
LOW	.build/build-jars.sh	1	#!/bin/sh -e	COMMENT
LOW	.build/run-python-dtests.sh	1	#!/bin/bash	COMMENT
LOW	.build/header.txt	1	#	COMMENT
LOW	.build/check-code.sh	1	#!/bin/sh -e	COMMENT
LOW	.build/rat-include-accord.sh	1	#!/usr/bin/env bash	COMMENT
LOW	.build/docker/_build-debian.sh	1	#!/bin/bash	COMMENT
LOW	.build/docker/_docker_run.sh	1	#!/bin/bash	COMMENT
LOW	.build/docker/build-redhat.sh	1	#!/bin/bash	COMMENT
LOW	.build/docker/run-tests.sh	1	#!/bin/bash	COMMENT
LOW	.build/docker/_docker_init_tests.sh	1	#!/bin/bash	COMMENT
LOW	.build/docker/_set_java.sh	1	#!/bin/bash -e	COMMENT
LOW	.build/docker/build-artifacts.sh	1	#!/bin/bash	COMMENT
LOW	.build/docker/_create_user.sh	1	#!/bin/bash	COMMENT
LOW	.build/docker/_build-redhat.sh	1	#!/bin/bash	COMMENT
LOW	.build/docker/build-docs.sh	1	#!/bin/bash	COMMENT
LOW	.build/docker/build-debian.sh	1	#!/bin/bash	COMMENT
LOW	.build/docker/build-jars.sh	1	#!/bin/bash	COMMENT
LOW	.build/docker/_copy_ccm_repositories.sh	1	#!/bin/bash	COMMENT
LOW	.build/docker/_prepopulate_maven_deps.sh	1	#!/bin/bash	COMMENT
LOW	.build/docker/check-code.sh	1	#!/bin/sh	COMMENT
LOW	.build/ci/requirements.txt	1	# Licensed to the Apache Software Foundation (ASF) under one	COMMENT
LOW	.build/ci/ci_parser.py	1	#!/usr/bin/env python3	COMMENT
LOW	.build/ci/junit_helpers.py	1	#!/usr/bin/env python3	COMMENT
LOW	.build/ci/generate-test-report.sh	1	#!/bin/sh -e	COMMENT
LOW	.build/ci/generate-ci-summary.sh	1	#!/bin/sh -e	COMMENT
LOW	.build/ci/generate-ci-summary.sh	21	# For example:	COMMENT
LOW	.build/ci/precommit_check.sh	1	#!/bin/bash	COMMENT
LOW	.build/ci/logging.sh	1	# Licensed to the Apache Software Foundation (ASF) under one	COMMENT
LOW	.build/ci/logging_helper.py	1	#!/usr/bin/env python3	COMMENT
LOW	.build/ci/ci_parser_test.py	1	#!/usr/bin/env python3	COMMENT
LOW	.build/ci/cell_balance.py	1	#!/usr/bin/env python3	COMMENT
LOW	.build/sh/change-submodule-accord.sh	1	#!/usr/bin/env bash	COMMENT
LOW	.build/sh/bump-accord.sh	1	#!/usr/bin/env bash	COMMENT
LOW	.build/sh/ant-log-summary.py	1	#!/usr/bin/env python3	COMMENT
LOW	.build/sh/jmh-junit-report.py	1	#!/usr/bin/env python3	COMMENT
LOW	.build/sh/jmh-junit-report.py	21	#	COMMENT
LOW	.build/sh/test-log-summary.py	1	#!/usr/bin/env python3	COMMENT
LOW	.build/sh/test-log-summary.py	21	#	COMMENT
LOW	.build/sh/change-submodule.sh	1	#!/usr/bin/env bash	COMMENT
LOW	.build/sh/development-switch.sh	1	#!/usr/bin/env bash	COMMENT
LOW	.build/sh/_run-ant.sh	1	# Licensed to the Apache Software Foundation (ASF) under one	COMMENT
LOW	.build/sh/test/stub-ant-cases.sh	1	#!/bin/bash	COMMENT
LOW	.build/sh/test/_test-harness.sh	1	# Licensed to the Apache Software Foundation (ASF) under one	COMMENT
LOW	.build/sh/test/test_log_summary.py	1	#!/usr/bin/env python3	COMMENT
LOW	.build/sh/test/stub-docker-cases.sh	1	#!/bin/bash	COMMENT
LOW	.build/sh/test/test_jmh_junit_report.py	1	#!/usr/bin/env python3	COMMENT
LOW	.build/sonar/sonar-report.sh	1	#!/bin/bash	COMMENT
LOW	.build/sonar/sonar-setup-local.sh	1	#	COMMENT
LOW	.build/run-ci.d/run-ci-test.py	1	#!/usr/bin/env python	COMMENT
LOW	.build/run-ci.d/requirements.txt	1	# Licensed to the Apache Software Foundation (ASF) under one	COMMENT
LOW	.build/run-ci.d/run_ci.py	1	#!/usr/bin/env python	COMMENT
LOW	.build/git/install-git-defaults.sh	1	#!/usr/bin/env bash	COMMENT
LOW	…d/git/git-hooks/post-checkout/100-update-submodules.sh	1	#!/usr/bin/env bash	COMMENT
LOW	…t/git-hooks/pre-commit/100-verify-submodules-pushed.sh	1	#!/usr/bin/env bash	COMMENT
517 more matches not shown…

Hyper-Verbose Identifiers317 hits · 274 pts

Severity	File	Line	Snippet	Context
LOW	.build/ci/ci_parser_test.py	48	def test_detail_limit_does_not_cap_totals(self):	CODE
LOW	.build/sh/ant-log-summary.py	72	def extract_compilation_errors(content):	CODE
LOW⚡	.build/sh/test/test_log_summary.py	115	def test_failure_rate_non_zero_fails(self):	CODE
LOW⚡	.build/sh/test/test_log_summary.py	120	def test_failure_rate_zero_passes(self):	CODE
LOW⚡	.build/sh/test/test_log_summary.py	125	def test_testcase_failure_without_a_summary_fails(self):	CODE
LOW⚡	.build/sh/test/test_log_summary.py	133	def test_testcase_error_without_a_summary_fails(self):	CODE
LOW⚡	.build/sh/test/test_log_summary.py	141	def test_duplicate_testcase_lines_are_reported_once(self):	CODE
LOW⚡	.build/sh/test/test_log_summary.py	147	def test_build_failed_reports_compilation_errors(self):	CODE
LOW⚡	.build/sh/test/test_log_summary.py	162	def test_microbench_marker_passes(self):	CODE
LOW⚡	.build/sh/test/test_log_summary.py	168	def test_microbench_failure_fails(self):	CODE
LOW⚡	.build/sh/test/test_log_summary.py	172	def test_empty_input_passes_with_a_notice(self):	CODE
LOW⚡	.build/sh/test/test_log_summary.py	190	def test_test_log_summary_passes_with_zero(self):	CODE
LOW⚡	.build/sh/test/test_log_summary.py	195	def test_test_log_summary_fails_with_one(self):	CODE
LOW⚡	.build/sh/test/test_log_summary.py	199	def test_test_log_summary_reads_stdin_by_default(self):	CODE
LOW⚡	.build/sh/test/test_log_summary.py	204	def test_test_log_summary_missing_file(self):	CODE
LOW⚡	.build/sh/test/test_log_summary.py	209	def test_ant_log_summary_passes_with_zero(self):	CODE
LOW⚡	.build/sh/test/test_log_summary.py	214	def test_ant_log_summary_fails_with_one(self):	CODE
LOW	.build/sh/test/test_log_summary.py	67	def test_clean_pass_with_ant_task_tag(self):	CODE
LOW	.build/sh/test/test_log_summary.py	74	def test_skipped_tests_alone_pass(self):	CODE
LOW	.build/sh/test/test_log_summary.py	87	def test_last_summary_does_not_mask_an_earlier_failure(self):	CODE
LOW	.build/sh/test/test_log_summary.py	92	def test_run_tests_failed_target(self):	CODE
LOW	.build/sh/test/test_log_summary.py	103	def test_failed_to_prose_is_not_a_failed_target(self):	CODE
LOW	.build/sh/test/test_log_summary.py	227	def test_ant_log_summary_missing_file(self):	CODE
LOW⚡	.build/sh/test/test_jmh_junit_report.py	110	def test_splits_benchmarks_at_each_header(self):	CODE
LOW⚡	.build/sh/test/test_jmh_junit_report.py	118	def test_maps_every_mode_to_the_json_label(self):	CODE
LOW⚡	.build/sh/test/test_jmh_junit_report.py	125	def test_a_parameter_value_may_end_in_a_bracket(self):	CODE
LOW⚡	.build/sh/test/test_jmh_junit_report.py	129	def test_header_lines_printed_by_a_benchmark_are_not_read(self):	CODE
LOW⚡	.build/sh/test/test_jmh_junit_report.py	134	def test_times_each_benchmark_until_the_next_starts(self):	CODE
LOW⚡	.build/sh/test/test_jmh_junit_report.py	141	def test_output_after_the_run_is_not_a_benchmark(self):	CODE
LOW⚡	.build/sh/test/test_jmh_junit_report.py	146	def test_a_header_cut_short_is_dropped(self):	CODE
LOW⚡	.build/sh/test/test_jmh_junit_report.py	167	def test_fork_that_failed_to_start(self):	CODE
LOW⚡	.build/sh/test/test_jmh_junit_report.py	171	def test_no_marker_reports_the_last_lines(self):	CODE
LOW⚡	.build/sh/test/test_jmh_junit_report.py	176	def test_failure_text_is_capped(self):	CODE
LOW	.build/sh/test/test_jmh_junit_report.py	187	def test_passed_is_in_the_json_and_failed_is_not(self):	CODE
LOW	.build/sh/test/test_jmh_junit_report.py	198	def test_names_a_test_by_mode_and_params(self):	CODE
LOW	.build/sh/test/test_jmh_junit_report.py	216	def test_benchmark_output_cannot_break_the_xml(self):	CODE
LOW⚡	.build/sh/test/test_jmh_junit_report.py	246	def test_all_passed_exits_zero(self):	CODE
LOW⚡	.build/sh/test/test_jmh_junit_report.py	253	def test_a_failure_exits_one_and_names_it(self):	CODE
LOW⚡	.build/sh/test/test_jmh_junit_report.py	261	def test_no_json_exits_two_and_writes_nothing(self):	CODE
LOW⚡	.build/sh/test/test_jmh_junit_report.py	267	def test_no_benchmark_exits_zero_and_writes_nothing(self):	CODE
LOW⚡	.build/run-ci.d/run-ci-test.py	136	def test_unreadable_node_list_stops_without_deletion(self):	CODE
LOW⚡	.build/run-ci.d/run-ci-test.py	148	def test_api_access_failure_aborts_remaining_deletion_steps(self):	CODE
LOW⚡	.build/run-ci.d/run-ci-test.py	394	def test_wait_for_build_complete_missing_building_field(self):	CODE
LOW⚡	.build/run-ci.d/run-ci-test.py	404	def test_wait_for_build_complete_survives_api_error(self):	CODE
LOW⚡	.build/run-ci.d/run-ci-test.py	414	def test_wait_for_build_number_pending_executable(self):	CODE
LOW⚡	.build/run-ci.d/run-ci-test.py	423	def test_retry_call_returns_result(self):	CODE
LOW⚡	.build/run-ci.d/run-ci-test.py	426	def test_retry_call_raises_after_retries(self):	CODE
LOW⚡	.build/run-ci.d/run-ci-test.py	461	def test_retry_call_always_attempts_once(self):	CODE
LOW⚡	.build/run-ci.d/run-ci-test.py	467	def test_delete_remote_junit_files(self, mock_stream):	CODE
LOW⚡	.build/run-ci.d/run-ci-test.py	474	def test_cleanup_and_maybe_teardown(self, mock_run):	CODE
LOW⚡	.build/run-ci.d/run-ci-test.py	480	def test_helm_installation_lock(self, mock_flock):	CODE
LOW⚡	.build/run-ci.d/run-ci-test.py	538	def test_check_agent_capacity_allows_the_committed_values(self):	CODE
LOW⚡	.build/run-ci.d/run-ci-test.py	542	def test_check_agent_capacity_blocks_a_cap_above_the_pool(self):	CODE
LOW⚡	.build/run-ci.d/run-ci-test.py	550	def test_check_agent_capacity_reads_maxsize_wherever_it_is_published(self):	CODE
LOW⚡	.build/run-ci.d/run-ci-test.py	559	def test_check_agent_capacity_blocks_contradictory_config(self):	CODE
LOW⚡	.build/run-ci.d/run-ci-test.py	601	def test_prefers_service_hostname_and_https(self):	CODE
LOW⚡	.build/run-ci.d/run-ci-test.py	606	def test_dns_hostname_works_without_tls_or_load_balancer_status(self):	CODE
LOW⚡	.build/run-ci.d/run-ci-test.py	610	def test_missing_or_unusable_dns_annotation_preserves_load_balancer_fallback(self):	CODE
LOW⚡	.build/run-ci.d/run-ci-test.py	617	def test_selects_first_concrete_dns_name_and_supports_both_annotation_prefixes(self):	CODE
LOW⚡	.build/run-ci.d/run-ci-test.py	623	def test_preserves_custom_http_and_annotated_tls_ports(self):	CODE
257 more matches not shown…

Synthetic Comment Markers56 hits · 205 pts

Severity	File	Line	Snippet	Context
HIGH	.circleci/config_template.yml	3337	# Run each test class as many times as requested.	COMMENT
HIGH	.circleci/config_template.yml	3510	# Run the test target as many times as requested collecting the exit code,	COMMENT
HIGH	.circleci/config.yml	3172	# Run the test target as many times as requested collecting the exit code,	COMMENT
HIGH	.circleci/config.yml	4237	# Run the test target as many times as requested collecting the exit code,	COMMENT
HIGH	.circleci/config.yml	56	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	56	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	442	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	442	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	1486	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	1486	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	1808	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	1808	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	2420	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	2420	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	2732	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	2732	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	2897	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	2897	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	3394	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	3394	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	3707	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	3707	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	4600	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	4600	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	4884	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	4884	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	4976	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	4976	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	5247	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	5247	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	5648	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	5648	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	6357	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	6357	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	6671	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	6671	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	7032	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	7032	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	7124	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	7124	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	8372	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	8372	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	8933	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	8933	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	9098	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	9098	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	9275	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	9275	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	9440	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	9440	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	9618	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	9618	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	9843	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	9843	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	9934	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE
HIGH	.circleci/config.yml	9934	command: "set -x\nexport PATH=$JAVA_HOME/bin:$PATH\ntime mv ~/cassandra /tmp\ncd /tmp/cassandra\nif [ -d ~/dtest	CODE

Structural Annotation Overuse59 hits · 113 pts

Severity	File	Line	Snippet	Context
LOW	…che/cassandra/io/compress/CompressionMetadataTest.java	99	// Step 1: Create a dictionary and add it to cache (simulating table with Zstd compression)	COMMENT
LOW	…che/cassandra/io/compress/CompressionMetadataTest.java	117	// Step 2: Open SSTable with dictionary (simulating CompressionMetadata)	COMMENT
LOW⚡	…che/cassandra/io/compress/CompressionMetadataTest.java	139	// Step 3: Schema change - close cache (simulating switch from Zstd to LZ4)	COMMENT
LOW⚡	…che/cassandra/io/compress/CompressionMetadataTest.java	145	// Step 4: Verify dictionary is still usable via CompressionMetadata	COMMENT
LOW⚡	…che/cassandra/io/compress/CompressionMetadataTest.java	159	// Step 5: Close CompressionMetadata (simulating SSTable being compacted away)	COMMENT
LOW⚡	…che/cassandra/io/compress/CompressionMetadataTest.java	164	// Step 6: Dictionary is still usable because ZstdDictionaryCompressor cache holds a reference	COMMENT
LOW	…cassandra/distributed/test/log/PlacementSimulator.java	340	// Step 1: add new node as a write replica to all ranges it is gaining	COMMENT
LOW	…cassandra/distributed/test/log/PlacementSimulator.java	359	// Step 2: add new node as a read replica to the ranges it is gaining; remove old node from reads at the same ti	COMMENT
LOW	…cassandra/distributed/test/log/PlacementSimulator.java	379	// Step 3: finally remove the old node from writes	COMMENT
LOW	…cassandra/distributed/test/log/PlacementSimulator.java	424	// Step 1: Prepare Move,	COMMENT
LOW	…cassandra/distributed/test/log/PlacementSimulator.java	438	// Step 2: Start Move, add all potential owners to write quorums	COMMENT
LOW	…cassandra/distributed/test/log/PlacementSimulator.java	460	// Step 3: Mid Move, remove all nodes that are losing ranges from read quorums, add all nodes gaining ranges to	COMMENT
LOW	…cassandra/distributed/test/log/PlacementSimulator.java	478	// Step 4: Finish Move, remove all nodes that are losing ranges from write quorums	COMMENT
LOW	…de/skills/tla-plus/references/patterns/code-to-spec.md	13	### Step 1: Identify the Abstraction Level	COMMENT
LOW	…de/skills/tla-plus/references/patterns/code-to-spec.md	22	### Step 2: Map Code Constructs to TLA+	COMMENT
LOW	…de/skills/tla-plus/references/patterns/code-to-spec.md	40	### Step 3: Write the Spec	COMMENT
LOW⚡	…de/skills/tla-plus/references/patterns/code-to-spec.md	151	### Step 1: Write a Minimal Spec	COMMENT
LOW⚡	…de/skills/tla-plus/references/patterns/code-to-spec.md	154	### Step 2: Run with Small Constants	COMMENT
LOW⚡	…de/skills/tla-plus/references/patterns/code-to-spec.md	162	### Step 3: Look for These Symptoms	COMMENT
LOW⚡	…de/skills/tla-plus/references/patterns/code-to-spec.md	172	### Step 4: Translate Error Trace to Code Path	COMMENT
LOW⚡	.claude/skills/tla-plus/scripts/check.sh	18	# Step 1: Translate PlusCal if the spec contains an algorithm	COMMENT
LOW⚡	.claude/skills/tla-plus/scripts/check.sh	25	# Step 2: Parse with SANY	COMMENT
LOW⚡	.claude/skills/tla-plus/scripts/check.sh	30	# Step 3: Run TLC	COMMENT
LOW⚡	.claude/skills/heatmap/SKILL.md	27	### Step 1: Determine the repository path and scope	COMMENT
LOW⚡	.claude/skills/heatmap/SKILL.md	37	### Step 2: Run repo-level heatmap	COMMENT
LOW⚡	.claude/skills/heatmap/SKILL.md	47	### Step 3: Cross-reference with the task context	COMMENT
LOW	.claude/skills/heatmap/SKILL.md	62	### Step 4: Run line-level heatmap on top candidates	COMMENT
LOW	.claude/skills/heatmap/SKILL.md	72	### Step 5: Identify hot zones	COMMENT
LOW	.claude/skills/heatmap/SKILL.md	85	### Step 6: Produce the review focus list	COMMENT
LOW	.claude/skills/heatmap/SKILL.md	100	### Step 7: Deep review	COMMENT
LOW⚡	…kills/patch-explainer/references/analysis_framework.md	44	### Step 1: Identify the Change Type	COMMENT
LOW⚡	…kills/patch-explainer/references/analysis_framework.md	52	### Step 2: Understand the Before State	COMMENT
LOW⚡	…kills/patch-explainer/references/analysis_framework.md	57	### Step 3: Understand the After State	COMMENT
LOW⚡	…kills/patch-explainer/references/analysis_framework.md	62	### Step 4: Analyze the Transition	COMMENT
LOW⚡	…kills/patch-explainer/references/analysis_framework.md	68	### Step 5: Visualize Before/After	COMMENT
LOW⚡	…kills/patch-explainer/references/analysis_framework.md	75	### Step 6: Deep Reasoning	COMMENT
LOW⚡	…kills/patch-explainer/references/analysis_framework.md	87	### Step 1: Identify Purpose	COMMENT
LOW⚡	…kills/patch-explainer/references/analysis_framework.md	92	### Step 2: Map the Structure	COMMENT
LOW⚡	…kills/patch-explainer/references/analysis_framework.md	99	### Step 3: Trace Key Workflows	COMMENT
LOW⚡	…kills/patch-explainer/references/analysis_framework.md	106	### Step 4: Identify State & Transitions	COMMENT
LOW⚡	…kills/patch-explainer/references/analysis_framework.md	112	### Step 5: Analyze Interactions	COMMENT
LOW⚡	…kills/patch-explainer/references/analysis_framework.md	118	### Step 6: Deep Reasoning	COMMENT
LOW⚡	conf/cassandra_latest.yaml	1672	# Step 1: Set internode_encryption=<dc\|rack\|all> and explicitly set optional=true. Restart all nodes	COMMENT
LOW⚡	conf/cassandra_latest.yaml	1674	# Step 2: Set optional=false (or remove it) and if you generated truststores and want to use mutual	COMMENT
LOW⚡	conf/cassandra_latest.yaml	1743	# Step 1: Set enabled=true and explicitly set optional=true. Restart all nodes	COMMENT
LOW⚡	conf/cassandra_latest.yaml	1745	# Step 2: Set optional=false (or remove it) and if you generated truststores and want to use mutual	COMMENT
LOW	conf/cassandra_latest.yaml	1544	# WARNING: This legacy snitch has been deprecated and is scheduled to be removed in a future	COMMENT
LOW⚡	conf/cassandra.yaml	1801	# Step 1: Set internode_encryption=<dc\|rack\|all> and explicitly set optional=true. Restart all nodes	COMMENT
LOW⚡	conf/cassandra.yaml	1803	# Step 2: Set optional=false (or remove it) and if you generated truststores and want to use mutual	COMMENT
LOW⚡	conf/cassandra.yaml	1879	# Step 1: Set enabled=true and explicitly set optional=true. Restart all nodes	COMMENT
LOW⚡	conf/cassandra.yaml	1881	# Step 2: Set optional=false (or remove it) and if you generated truststores and want to use mutual	COMMENT
LOW	conf/cassandra.yaml	1598	# WARNING: This snitch is deprecated and it is scheduled to be removed	COMMENT
LOW	conf/cassandra.yaml	1671	# WARNING: This legacy snitch has been deprecated and is scheduled to be removed in a future	COMMENT
LOW⚡	src/java/org/apache/cassandra/tools/CMSOfflineTool.java	197	// Step 1: Default to the serialization version from the cluster metadata	COMMENT
LOW⚡	src/java/org/apache/cassandra/tools/CMSOfflineTool.java	200	// Step 2: User-specified version takes precedence	COMMENT
LOW	src/java/org/apache/cassandra/tools/CMSOfflineTool.java	213	// Step 3: Current binary version must be able to handle the finalized version	COMMENT
LOW	…apache/cassandra/service/FileSystemOwnershipCheck.java	148	// Step 1: Traverse the filesystem from each target dir upward, looking for marker files	COMMENT
LOW	…apache/cassandra/service/FileSystemOwnershipCheck.java	200	// Step 2: assert that the content of each file is identical	COMMENT
LOW	…apache/cassandra/service/FileSystemOwnershipCheck.java	220	// Step 3: validate the content of the properties from disk	COMMENT

Modern AI Meta-Vocabulary35 hits · 104 pts

Severity	File	Line	Snippet	Context
MEDIUM	…andra/tools/nodetool/GuardrailsConfigCommandsTest.java	102	// it would be quite cumbersome to test all guardrails are settable, so we will	COMMENT
MEDIUM	…/guardrails/GuardrailMinimumReplicationFactorTest.java	89	// filtering out non-guardrails produced warnings	COMMENT
MEDIUM	…/guardrails/GuardrailMaximumReplicationFactorTest.java	80	// filtering out non-guardrails produced warnings	COMMENT
MEDIUM	…/GuardrailDataDiskUsageKeyspaceWideProtectionTest.java	78	// create a regular user, since the default superuser is excluded from guardrails	COMMENT
MEDIUM	…istributed/test/guardrails/GuardrailDiskUsageTest.java	88	// create a regular user, since the default superuser is excluded from guardrails	COMMENT
MEDIUM	…andra/distributed/test/guardrails/GuardrailTester.java	71	// create a regular user, since the default superuser is excluded from guardrails	COMMENT
MEDIUM	.claude/skills/targeted-review/SKILL.md	255	## Pitfalls and guardrails	COMMENT
MEDIUM	conf/cassandra_latest.yaml	2376	# Configures the disk usage guardrails to block all writes to a keyspace if any node which replicates that keyspace	COMMENT
MEDIUM	conf/cassandra_latest.yaml	2413	# # package name org.apache.cassandra.db.guardrails is prepended.	COMMENT
MEDIUM	conf/cassandra_latest.yaml	2418	# # package name org.apache.cassandra.db.guardrails is prepended.	COMMENT
MEDIUM	conf/cassandra_latest.yaml	2445	# # package name org.apache.cassandra.db.guardrails is prepended.	COMMENT
MEDIUM	conf/cassandra_latest.yaml	2450	# # package name org.apache.cassandra.db.guardrails is prepended.	COMMENT
MEDIUM	conf/cassandra_latest.yaml	2563	# An operator can use special "unknown" and "unset" entries for both guardrails with a placeholder version.	COMMENT
MEDIUM	conf/cassandra.yaml	2626	# Configures the disk usage guardrails to block all writes to a keyspace if any node which replicates that keyspace	COMMENT
MEDIUM	conf/cassandra.yaml	2663	# # package name org.apache.cassandra.db.guardrails is prepended.	COMMENT
MEDIUM	conf/cassandra.yaml	2668	# # package name org.apache.cassandra.db.guardrails is prepended.	COMMENT
MEDIUM	conf/cassandra.yaml	2689	# # package name org.apache.cassandra.db.guardrails is prepended.	COMMENT
MEDIUM	conf/cassandra.yaml	2694	# # package name org.apache.cassandra.db.guardrails is prepended.	COMMENT
MEDIUM	conf/cassandra.yaml	2815	# An operator can use special "unknown" and "unset" entries for both guardrails with a placeholder version.	COMMENT
MEDIUM	…/cassandra/tools/nodetool/GuardrailsConfigCommand.java	97	// TODO for now remove custom guardrails	COMMENT
MEDIUM	…c/java/org/apache/cassandra/cql3/RowUpdateBuilder.java	268	else if (cql3Type.equals(CQL3Type.Native.TEXT)) // text and varchar size specific guardrails	CODE
MEDIUM	…ssandra/cql3/statements/schema/AlterViewStatement.java	59	// save the query state to use it for guardrails validation in #apply	COMMENT
MEDIUM	…sandra/cql3/statements/schema/CreateViewStatement.java	129	// save the query state to use it for guardrails validation in #apply	COMMENT
MEDIUM	…sandra/cql3/statements/schema/AlterTableStatement.java	114	// save the query state to use it for guardrails validation in #apply	COMMENT
MEDIUM	…andra/cql3/statements/schema/AlterSchemaStatement.java	117	// Cache our ClientState for use by guardrails	COMMENT
MEDIUM	…andra/cql3/statements/schema/AlterSchemaStatement.java	187	// Such failures may be dependent on the specific node's config (for things like guardrails/memtable	COMMENT
MEDIUM	…andra/cql3/statements/schema/CreateIndexStatement.java	134	// save the query state to use it for guardrails validation in #apply	COMMENT
MEDIUM	…andra/cql3/statements/schema/CreateIndexStatement.java	180	// guardrails to limit number of secondary indexes per table.	COMMENT
MEDIUM	…ssandra/cql3/statements/schema/AlterTypeStatement.java	130	// save the query state to use it for guardrails validation in #apply	COMMENT
MEDIUM	…g/apache/cassandra/io/sstable/SSTableCursorWriter.java	115	// them. Both stay zero while the guardrails are off.	COMMENT
MEDIUM	…g/apache/cassandra/io/sstable/SSTableCursorWriter.java	127	// Everything here costs nothing while both guardrails are off, which is the shipped default:	COMMENT
MEDIUM	…g/apache/cassandra/io/sstable/SSTableCursorWriter.java	137	// True while the current complex column is a collection the guardrails measure.	COMMENT
MEDIUM	…g/apache/cassandra/io/sstable/SSTableCursorWriter.java	171	// guardCollectionSize: both guardrails off, or a system keyspace.	COMMENT
MEDIUM	…/org/apache/cassandra/service/StorageServiceMBean.java	1301	// warning thresholds will be replaced by equivalent guardrails	COMMENT
MEDIUM	…ssandra/service/accord/txn/AccordUpdateParameters.java	84	// For the time being, guardrails are disabled for Accord queries.	COMMENT

Decorative Section Separators24 hits · 72 pts

Severity	File	Line	Snippet	Context
MEDIUM	.claude/skills/heatmap/heatmap.py	40	# ═══════════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	.claude/skills/heatmap/heatmap.py	42	# ═══════════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	.claude/skills/heatmap/heatmap.py	62	# ═══════════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	.claude/skills/heatmap/heatmap.py	64	# ═══════════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	.claude/skills/heatmap/heatmap.py	89	# ═══════════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	.claude/skills/heatmap/heatmap.py	91	# ═══════════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	.claude/skills/heatmap/heatmap.py	148	# ═══════════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	.claude/skills/heatmap/heatmap.py	150	# ═══════════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	.claude/skills/heatmap/heatmap.py	173	# ═══════════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	.claude/skills/heatmap/heatmap.py	175	# ═══════════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	.claude/skills/heatmap/heatmap.py	210	# ═══════════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	.claude/skills/heatmap/heatmap.py	212	# ═══════════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	.claude/skills/heatmap/heatmap.py	282	# ═══════════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	.claude/skills/heatmap/heatmap.py	284	# ═══════════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	.claude/skills/heatmap/heatmap.py	440	# ═══════════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	.claude/skills/heatmap/heatmap.py	442	# ═══════════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	.claude/skills/heatmap/heatmap.py	524	# ═══════════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	.claude/skills/heatmap/heatmap.py	526	# ═══════════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	formalise/accord/execution/tla/matrix.py	98	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	formalise/accord/execution/tla/matrix.py	104	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	formalise/accord/execution/tla/matrix.py	175	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	formalise/accord/execution/tla/matrix.py	179	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	formalise/accord/execution/tla/notify.py	103	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	formalise/accord/execution/tla/notify.py	105	# ---------------------------------------------------------------------------	COMMENT

AI Slop Vocabulary27 hits · 70 pts

Severity	File	Line	Snippet	Context
MEDIUM	.build/ci/ci_parser.py	50	# TODO: Change this paradigm to a full "input dir translates into output file", where output file includes some uuid	STRING
MEDIUM	.build/ci/logging_helper.py	52	# Some decorations to match the paradigm used in some other .sh files	COMMENT
LOW	.build/ci/logging_helper.py	80	# Don't want color escape characters in our file logging, so we just use the string rather than the whole formatter	COMMENT
MEDIUM	.build/sh/test/stub-ant-cases.sh	43	# shellcheck source=.build/sh/test/_test-harness.sh	COMMENT
MEDIUM	.build/sh/test/_test-harness.sh	20	# its stub appends one line to per call, and must end with `report <harness name>`.	COMMENT
MEDIUM	.build/sh/test/stub-docker-cases.sh	41	# shellcheck source=.build/sh/test/_test-harness.sh	COMMENT
MEDIUM	pylib/cqlshlib/cql3handling.py	1343	# Definitely some of these aren't valid for ordering, but I'm not sure	STRING
MEDIUM	…unit/org/apache/cassandra/cql3/ast/CreateIndexDDL.java	43	//TODO (now): replace with IndexMetadata? Rather than create a custom DDL type can just leverage the existing metadata	COMMENT
MEDIUM	…che/cassandra/io/filesystem/ForwardingFileChannel.java	142	// .close(), and .isOpen() are "final", so need to leverage implCloseChannel	COMMENT
MEDIUM	…paction/differential/DifferentialCompactionTester.java	575	* Separate from {@link #assertCursorPathWillRun} so a scenario that drives the harness from	COMMENT
MEDIUM	test/burn/org/apache/cassandra/net/Verifier.java	1139	// TODO: this should be robust to re-ordering; should perhaps extract a common m	COMMENT
MEDIUM	…ed/org/apache/cassandra/distributed/impl/Instance.java	1461	// helps map the location... the reason we can't leverage here is the timeout logic is higher up, so	COMMENT
MEDIUM	…ache/cassandra/test/microbench/StringsEncodeBench.java	75	int size = cb.capacity() - cb.writerIndex(); // leverage the pre-calculated encodeSize	CODE
MEDIUM	…ache/cassandra/test/microbench/StringsEncodeBench.java	108	int size = cb.capacity() - cb.writerIndex(); // leverage the pre-calculated encodeSize	CODE
MEDIUM	conf/cassandra_latest.yaml	14	# This version is provided to facilitate pain-free upgrades for existing	COMMENT
MEDIUM	conf/cassandra_latest.yaml	2043	# each write which may be lower in order to facilitate availability.	COMMENT
MEDIUM	conf/cassandra.yaml	14	# This version is provided to facilitate pain-free upgrades for existing	COMMENT
MEDIUM	conf/cassandra.yaml	2197	# each write which may be lower in order to facilitate availability.	COMMENT
MEDIUM	src/java/org/apache/cassandra/net/MessagingService.java	242	// what the "current" is, so need to leverage MessagingService's field as it uses DatabaseDescriptor	COMMENT
MEDIUM	…g/apache/cassandra/transport/PipelineConfigurator.java	184	// Essentially just a Consumer<Channel> which may throw	COMMENT
LOW	…g/apache/cassandra/cql3/statements/CQL3CasRequest.java	181	// want this to be a problem (see #12867 in particular), so we simply return (the condition itself has	COMMENT
MEDIUM	…java/org/apache/cassandra/config/JMXServerOptions.java	199	// in the `cassandra.yaml`. Since the JMX SSL Config can also leverage it as per CASSANDRA-18508, password file	COMMENT
MEDIUM	…/org/apache/cassandra/auth/jmx/AuthorizationProxy.java	254	// robust, but we have no control over which Principals a given LoginModule	COMMENT
MEDIUM	…org/apache/cassandra/tcm/sequences/ReconfigureCMS.java	341	// topology change. Essentially ensuring that the pre- and post- change quorums overlap.	COMMENT
MEDIUM	…ava/org/apache/cassandra/tcm/membership/NodeState.java	45	// TODO: probably we can make these states even more nuanced, and track which step each node is on to have a simpler	COMMENT
MEDIUM	src/java/org/apache/cassandra/gms/HeartBeatState.java	64	// It is also known that negative version isn't allowed, so can leverage this to	COMMENT
LOW	…rg/apache/cassandra/db/compaction/CursorCompactor.java	1313	/** Takes over as winner without disturbing {@link #buffer}, which the caller has just set. */	COMMENT

Empty Error Handlers13 hits · 65 pts

Severity	File	Line	Snippet	Context
HIGH	pylib/cqlshlib/cqlshmain.py	73	except ImportError:	CODE
HIGH	pylib/cqlshlib/cqlshmain.py	83	except AttributeError:	CODE
HIGH	pylib/cqlshlib/cqlshmain.py	228	except IOError:	CODE
HIGH	pylib/cqlshlib/cqlshmain.py	2015	except (OSError, ImportError, ValueError):	CODE
HIGH	pylib/cqlshlib/cqlshmain.py	675	except ImportError:	CODE
HIGH	pylib/cqlshlib/cqlshmain.py	1931	except IOError:	CODE
HIGH	pylib/cqlshlib/cqlshmain.py	1942	except IOError:	CODE
HIGH	pylib/cqlshlib/copyutil.py	173	except ValueError:	CODE
HIGH	pylib/cqlshlib/copyutil.py	233	except ValueError:	CODE
HIGH	pylib/cqlshlib/copyutil.py	2027	except ValueError:	CODE
HIGH	pylib/cqlshlib/test/ansi_colors.py	144	except ValueError:	CODE
HIGH	pylib/cqlshlib/test/test_cqlsh_output.py	423	except ImportError:	CODE
HIGH	pylib/cqlshlib/test/winpty.py	48	except Empty:	CODE

Excessive Try-Catch Wrapping52 hits · 64 pts

Severity	File	Line	Snippet	Context
LOW	.build/ci/ci_parser.py	157	except Exception as e:	STRING
MEDIUM⚡	.build/sh/ant-log-summary.py	110	print(f"Error: Log file '{args.log_file}' not found")	CODE
LOW⚡	.build/sh/ant-log-summary.py	112	except Exception as e:	CODE
MEDIUM⚡	.build/sh/ant-log-summary.py	113	print(f"Error reading log file: {e}")	CODE
MEDIUM⚡	.build/sh/test-log-summary.py	186	print(f"Error: Log file '{args.log_file}' not found")	CODE
LOW⚡	.build/sh/test-log-summary.py	188	except Exception as e:	CODE
MEDIUM⚡	.build/sh/test-log-summary.py	189	print(f"Error reading log file: {e}")	CODE
MEDIUM	.build/run-ci.d/run_ci.py	69	print("Error: The required shared library 'lookup3.so' is missing.")	CODE
LOW	pylib/cqlshlib/cqlhandling.py	307	except Exception:	CODE
MEDIUM	pylib/cqlshlib/cqlshmain.py	881	def parse_for_select_meta(self, query_string):	CODE
LOW	pylib/cqlshlib/cqlshmain.py	431	except Exception as e:	CODE
LOW	pylib/cqlshlib/cqlshmain.py	787	except Exception as e:	CODE
LOW	pylib/cqlshlib/cqlshmain.py	876	except Exception as err:	CODE
LOW	pylib/cqlshlib/cqlshmain.py	936	except Exception:	CODE
LOW	pylib/cqlshlib/cqlshmain.py	944	except Exception:	CODE
LOW	pylib/cqlshlib/cqlshmain.py	1100	except Exception:	CODE
LOW	pylib/cqlshlib/cqlshmain.py	1261	except Exception:	CODE
LOW	pylib/cqlshlib/cqlshmain.py	2318	except Exception:	CODE
LOW	pylib/cqlshlib/cqlshmain.py	2323	except Exception:	CODE
LOW	pylib/cqlshlib/cqlshmain.py	2334	except Exception:	CODE
LOW	pylib/cqlshlib/cqlshmain.py	2339	except Exception:	CODE
MEDIUM	pylib/cqlshlib/copyutil.py	893	def make_source(fname):	CODE
MEDIUM	pylib/cqlshlib/copyutil.py	2023	def convert_datetime(val, **_):	CODE
MEDIUM	pylib/cqlshlib/copyutil.py	2484	def make_statement(query, conv, chunk, batch, replicas):	CODE
MEDIUM	pylib/cqlshlib/copyutil.py	2556	def convert_row(r):	CODE
LOW⚡	pylib/cqlshlib/copyutil.py	2480	except Exception as exc:	CODE
LOW⚡	pylib/cqlshlib/copyutil.py	2487	except Exception as exc:	CODE
LOW	pylib/cqlshlib/copyutil.py	143	except Exception as e:	CODE
LOW	pylib/cqlshlib/copyutil.py	1185	except Exception as exc:	CODE
LOW	pylib/cqlshlib/copyutil.py	1369	except Exception as exc:	CODE
LOW	pylib/cqlshlib/copyutil.py	1671	except Exception as e:	CODE
LOW	pylib/cqlshlib/copyutil.py	1742	except Exception as e:	CODE
LOW	pylib/cqlshlib/copyutil.py	2177	except Exception as e:	CODE
LOW	pylib/cqlshlib/copyutil.py	2400	except Exception as exc:	CODE
LOW	pylib/cqlshlib/copyutil.py	2559	except Exception as err:	CODE
LOW	pylib/cqlshlib/copyutil.py	2631	except Exception as e:	CODE
LOW	pylib/cqlshlib/pylexotron.py	149	except Exception:	CODE
MEDIUM	pylib/cqlshlib/cql3handling.py	926	def ref_udf_name_completer(ctxt, cass):	CODE
LOW	pylib/cqlshlib/cql3handling.py	690	except Exception:	STRING
LOW	pylib/cqlshlib/cql3handling.py	704	except Exception:	STRING
LOW	pylib/cqlshlib/cql3handling.py	722	except Exception:	STRING
LOW	pylib/cqlshlib/cql3handling.py	893	except Exception:	STRING
LOW	pylib/cqlshlib/cql3handling.py	906	except Exception:	STRING
LOW	pylib/cqlshlib/cql3handling.py	919	except Exception:	STRING
LOW	pylib/cqlshlib/cql3handling.py	929	except Exception:	STRING
LOW	pylib/cqlshlib/cql3handling.py	1555	except Exception:	STRING
LOW	…de/skills/write-reproducer/references/test-patterns.md	152	except Exception as e:	CODE
LOW	doc/scripts/gen-antora-yml.py	37	except Exception as e:	CODE
LOW	doc/scripts/gen-antora-yml.py	55	except Exception:	CODE
MEDIUM⚡	doc/scripts/extract-html-content.py	76	print(f"Error: Input file not found: {input_file}", file=sys.stderr)	CODE
LOW⚡	doc/scripts/extract-html-content.py	83	except Exception as e:	CODE
MEDIUM⚡	doc/scripts/extract-html-content.py	84	print(f"Error processing {input_file}: {e}", file=sys.stderr)	CODE

Verbosity Indicators31 hits · 59 pts

Severity	File	Line	Snippet	Context
LOW	…che/cassandra/io/compress/CompressionMetadataTest.java	99	// Step 1: Create a dictionary and add it to cache (simulating table with Zstd compression)	COMMENT
LOW	…che/cassandra/io/compress/CompressionMetadataTest.java	117	// Step 2: Open SSTable with dictionary (simulating CompressionMetadata)	COMMENT
LOW⚡	…che/cassandra/io/compress/CompressionMetadataTest.java	139	// Step 3: Schema change - close cache (simulating switch from Zstd to LZ4)	COMMENT
LOW⚡	…che/cassandra/io/compress/CompressionMetadataTest.java	145	// Step 4: Verify dictionary is still usable via CompressionMetadata	COMMENT
LOW⚡	…che/cassandra/io/compress/CompressionMetadataTest.java	159	// Step 5: Close CompressionMetadata (simulating SSTable being compacted away)	COMMENT
LOW⚡	…che/cassandra/io/compress/CompressionMetadataTest.java	164	// Step 6: Dictionary is still usable because ZstdDictionaryCompressor cache holds a reference	COMMENT
LOW	…cassandra/distributed/test/log/PlacementSimulator.java	340	// Step 1: add new node as a write replica to all ranges it is gaining	COMMENT
LOW	…cassandra/distributed/test/log/PlacementSimulator.java	359	// Step 2: add new node as a read replica to the ranges it is gaining; remove old node from reads at the same ti	COMMENT
LOW	…cassandra/distributed/test/log/PlacementSimulator.java	379	// Step 3: finally remove the old node from writes	COMMENT
LOW	…cassandra/distributed/test/log/PlacementSimulator.java	424	// Step 1: Prepare Move,	COMMENT
LOW	…cassandra/distributed/test/log/PlacementSimulator.java	438	// Step 2: Start Move, add all potential owners to write quorums	COMMENT
LOW	…cassandra/distributed/test/log/PlacementSimulator.java	460	// Step 3: Mid Move, remove all nodes that are losing ranges from read quorums, add all nodes gaining ranges to	COMMENT
LOW	…cassandra/distributed/test/log/PlacementSimulator.java	478	// Step 4: Finish Move, remove all nodes that are losing ranges from write quorums	COMMENT
LOW⚡	.claude/skills/tla-plus/scripts/check.sh	18	# Step 1: Translate PlusCal if the spec contains an algorithm	COMMENT
LOW⚡	.claude/skills/tla-plus/scripts/check.sh	25	# Step 2: Parse with SANY	COMMENT
LOW⚡	.claude/skills/tla-plus/scripts/check.sh	30	# Step 3: Run TLC	COMMENT
LOW⚡	conf/cassandra_latest.yaml	1672	# Step 1: Set internode_encryption=<dc\|rack\|all> and explicitly set optional=true. Restart all nodes	COMMENT
LOW⚡	conf/cassandra_latest.yaml	1674	# Step 2: Set optional=false (or remove it) and if you generated truststores and want to use mutual	COMMENT
LOW⚡	conf/cassandra_latest.yaml	1743	# Step 1: Set enabled=true and explicitly set optional=true. Restart all nodes	COMMENT
LOW⚡	conf/cassandra_latest.yaml	1745	# Step 2: Set optional=false (or remove it) and if you generated truststores and want to use mutual	COMMENT
LOW⚡	conf/cassandra.yaml	1801	# Step 1: Set internode_encryption=<dc\|rack\|all> and explicitly set optional=true. Restart all nodes	COMMENT
LOW⚡	conf/cassandra.yaml	1803	# Step 2: Set optional=false (or remove it) and if you generated truststores and want to use mutual	COMMENT
LOW⚡	conf/cassandra.yaml	1879	# Step 1: Set enabled=true and explicitly set optional=true. Restart all nodes	COMMENT
LOW⚡	conf/cassandra.yaml	1881	# Step 2: Set optional=false (or remove it) and if you generated truststores and want to use mutual	COMMENT
LOW⚡	src/java/org/apache/cassandra/tools/CMSOfflineTool.java	197	// Step 1: Default to the serialization version from the cluster metadata	COMMENT
LOW⚡	src/java/org/apache/cassandra/tools/CMSOfflineTool.java	200	// Step 2: User-specified version takes precedence	COMMENT
LOW	src/java/org/apache/cassandra/tools/CMSOfflineTool.java	213	// Step 3: Current binary version must be able to handle the finalized version	COMMENT
LOW	…/org/apache/cassandra/index/sasi/disk/OnDiskIndex.java	332	// The save as with 'lower' but here we need to check if the upper is the last element of the block,	COMMENT
LOW	…apache/cassandra/service/FileSystemOwnershipCheck.java	148	// Step 1: Traverse the filesystem from each target dir upward, looking for marker files	COMMENT
LOW	…apache/cassandra/service/FileSystemOwnershipCheck.java	200	// Step 2: assert that the content of each file is identical	COMMENT
LOW	…apache/cassandra/service/FileSystemOwnershipCheck.java	220	// Step 3: validate the content of the properties from disk	COMMENT

Deep Nesting53 hits · 41 pts

Severity	File	Line	Context
LOW	.build/ci/ci_parser.py	204	CODE
LOW	.build/ci/cell_balance.py	139	CODE
LOW	.build/sh/jmh-junit-report.py	117	CODE
LOW	.build/run-ci.d/run_ci.py	75	CODE
LOW	.build/run-ci.d/run_ci.py	772	CODE
LOW	.build/run-ci.d/run_ci.py	894	CODE
LOW	.build/run-ci.d/run_ci.py	1038	CODE
LOW	.build/run-ci.d/run_ci.py	1335	CODE
LOW	.build/run-ci.d/run_ci.py	1517	CODE
LOW	.build/run-ci.d/run_ci.py	1085	CODE
LOW	.build/run-ci.d/run_ci.py	1367	CODE
LOW	.build/run-ci.d/run_ci.py	1379	CODE
LOW	.build/run-ci.d/run_ci.py	1416	CODE
LOW	.build/run-ci.d/run_ci.py	1417	CODE
LOW	pylib/cqlshlib/cqlhandling.py	138	CODE
LOW	pylib/cqlshlib/cqlhandling.py	180	CODE
LOW	pylib/cqlshlib/cqlshmain.py	2202	CODE
LOW	pylib/cqlshlib/cqlshmain.py	436	CODE
LOW	pylib/cqlshlib/cqlshmain.py	670	CODE
LOW	pylib/cqlshlib/cqlshmain.py	734	CODE
LOW	pylib/cqlshlib/cqlshmain.py	858	CODE
LOW	pylib/cqlshlib/cqlshmain.py	905	CODE
LOW	pylib/cqlshlib/cqlshmain.py	1143	CODE
LOW	pylib/cqlshlib/cqlshmain.py	1447	CODE
LOW	pylib/cqlshlib/cqlshmain.py	1798	CODE
LOW	pylib/cqlshlib/formatting.py	297	CODE
LOW	pylib/cqlshlib/formatting.py	184	CODE
LOW	pylib/cqlshlib/copyutil.py	210	CODE
LOW	pylib/cqlshlib/copyutil.py	677	CODE
LOW	pylib/cqlshlib/copyutil.py	806	CODE
LOW	pylib/cqlshlib/copyutil.py	1210	CODE
LOW	pylib/cqlshlib/copyutil.py	1268	CODE
LOW	pylib/cqlshlib/copyutil.py	1326	CODE
LOW	pylib/cqlshlib/copyutil.py	1909	CODE
LOW	pylib/cqlshlib/copyutil.py	2447	CODE
LOW	pylib/cqlshlib/copyutil.py	1971	CODE
LOW	pylib/cqlshlib/pylexotron.py	415	CODE
LOW	pylib/cqlshlib/cql3handling.py	578	CODE
LOW	pylib/cqlshlib/cql3handling.py	612	CODE
LOW	pylib/cqlshlib/test/ansi_colors.py	153	CODE
LOW	pylib/cqlshlib/test/test_cqlsh_output.py	619	CODE
LOW	pylib/cqlshlib/test/test_cqlsh_output.py	779	CODE
LOW	pylib/cqlshlib/test/run_cqlsh.py	191	CODE
LOW	pylib/cqlshlib/test/test_nodetool_completion.py	150	CODE
LOW	.claude/skills/heatmap/heatmap.py	185	CODE
LOW	.claude/skills/heatmap/heatmap.py	223	CODE
LOW	.claude/skills/heatmap/heatmap.py	396	CODE
LOW	formalise/accord/execution/tla/matrix.py	374	CODE
LOW	formalise/accord/execution/tla/matrix.py	475	CODE
LOW	formalise/accord/execution/tla/notify.py	289	CODE
LOW	formalise/accord/execution/tla/notify.py	358	CODE
LOW	doc/scripts/cqlprotodoc.py	44	CODE
LOW	doc/scripts/convert_yaml_to_adoc.py	60	CODE

Slop Phrases10 hits · 22 pts

Severity	File	Line	Snippet	Context
LOW	.build/git/install-git-defaults.sh	89	# make sure to use --git-common-dir and not --git-dir to support worktrees	COMMENT
LOW	.build/git/install-git-defaults.sh	117	# make sure to use --git-common-dir and not --git-dir to support worktrees	COMMENT
LOW	…d/git/git-hooks/post-checkout/100-update-submodules.sh	29	# In case the usage happens at a different layer, make sure to cd to the toplevel	COMMENT
LOW	…t/git-hooks/pre-commit/100-verify-submodules-pushed.sh	58	# In case the usage happens at a different layer, make sure to cd to the toplevel	COMMENT
MEDIUM	conf/cassandra_latest.yaml	64	# initial_token allows you to specify tokens manually. While you can use it with	COMMENT
MEDIUM	conf/cassandra_latest.yaml	1082	# you may want to adjust max_value_size accordingly. This should be positive and less than 2048.	COMMENT
MEDIUM	conf/cassandra.yaml	61	# initial_token allows you to specify tokens manually. While you can use it with	COMMENT
MEDIUM	conf/cassandra.yaml	1100	# you may want to adjust max_value_size accordingly. This should be positive and less than 2048.	COMMENT
MEDIUM	src/java/org/apache/cassandra/transport/Dispatcher.java	522	* It's worth noting that events are not generally fired as a direct response to a client request,	COMMENT
LOW	…/java/org/apache/cassandra/db/marshal/IntegerType.java	442	// Don't forget to add the first consumed value byte after determining whether leading zero should be added	COMMENT

Cross-Language Confusion4 hits · 20 pts

Severity	File	Line	Snippet	Context
HIGH⚡	.build/run-ci.d/run-ci-test.py	138	OSError('kubectl unavailable'), 'not JSON', '{}', '{"items": null}']	CODE
HIGH	.build/run-ci.d/run_ci.py	880	# a queued item can carry "executable": null, so test the value and not the key	COMMENT
HIGH	pylib/cqlshlib/test/test_cqlsh_output.py	933	{{city: 'Chelyabinsk', address: '3rd street', zip: null}, {city: 'Chigirinsk',	STRING
HIGH	pylib/cqlshlib/test/test_cqlsh_output.py	950	{{country: null, number: '03'}, {country: '+7', number: null}}	STRING

Self-Referential Comments5 hits · 15 pts

Severity	File	Line	Snippet	Context
MEDIUM	.build/sonar/sonar-setup-local.sh	73	# Create the access token for the project analysis	COMMENT
MEDIUM	test/conf/cassandra-mtls-backward-compatibility.yaml	20	# This file is used for testing mTLS authenticators	COMMENT
MEDIUM	test/conf/cassandra-mtls.yaml	20	# This file is used for testing mTLS authenticators	COMMENT
MEDIUM	conf/cassandra_latest.yaml	10	# This file is provided in two versions:	COMMENT
MEDIUM	conf/cassandra.yaml	10	# This file is provided in two versions:	COMMENT

Fake / Example Data15 hits · 15 pts

Severity	File	Line	Snippet	Context
LOW	.build/run-ci.d/run_ci.py	915	if node.get("placeholder"):	CODE
LOW	…ndra/io/compress/CompressedRandomAccessReaderTest.java	242	String CONTENT = "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Etiam vitae.";	CODE
LOW	…ndra/io/compress/CompressedRandomAccessReaderTest.java	242	String CONTENT = "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Etiam vitae.";	CODE
LOW	…andra/utils/bytecomparable/ByteSourceSequenceTest.java	333	String stringValue = "Lorem ipsum dolor sit amet";	CODE
LOW	…andra/utils/bytecomparable/ByteSourceSequenceTest.java	333	String stringValue = "Lorem ipsum dolor sit amet";	CODE
LOW	…andra/utils/bytecomparable/ByteSourceSequenceTest.java	390	String stringValue = "Lorem ipsum dolor sit amet";	CODE
LOW	…andra/utils/bytecomparable/ByteSourceSequenceTest.java	390	String stringValue = "Lorem ipsum dolor sit amet";	CODE
LOW	…andra/utils/bytecomparable/ByteSourceSequenceTest.java	462	String stringValue = "Lorem ipsum dolor sit amet";	CODE
LOW	…andra/utils/bytecomparable/ByteSourceSequenceTest.java	462	String stringValue = "Lorem ipsum dolor sit amet";	CODE
LOW	…andra/utils/bytecomparable/ByteSourceSequenceTest.java	532	String stringValue = "Lorem ipsum dolor sit amet";	CODE
LOW	…andra/utils/bytecomparable/ByteSourceSequenceTest.java	532	String stringValue = "Lorem ipsum dolor sit amet";	CODE
LOW	test/resources/tokenization/lorem_ipsum.txt	1	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna ali	CODE
LOW	test/resources/tokenization/lorem_ipsum.txt	1	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna ali	CODE
LOW	…ache/cassandra/test/microbench/StringsEncodeBench.java	49	private String longText = "Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt	CODE
LOW	…ache/cassandra/test/microbench/StringsEncodeBench.java	49	private String longText = "Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt	CODE

Redundant / Tautological Comments7 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	.build/docker/_prepopulate_maven_deps.sh	36	# Check if branch exists	COMMENT
LOW	.build/sh/ant-log-summary.py	42	# Check if build was successful first	COMMENT
LOW	pylib/cqlshlib/cqlshmain.py	69	# Check if tty first, as readline doesn't check and only cares about $TERM.	COMMENT
LOW	…aude/skills/write-reproducer/scripts/validate_repro.sh	68	# Check if the test failed (non-zero exit)	COMMENT
LOW	conf/cassandra-env.sh	125	# Set this to control the amount of arenas per-thread in glibc	COMMENT
LOW	conf/cassandra_latest.yaml	1288	# Set sstable_preemptive_open_interval to null for disabled which is equivalent to	COMMENT
LOW	conf/cassandra.yaml	1315	# Set sstable_preemptive_open_interval to null for disabled which is equivalent to	COMMENT

Unused Imports10 hits · 8 pts

Severity	File	Line	Context
LOW	.build/ci/ci_parser.py	34	CODE
LOW	.build/ci/junit_helpers.py	30	CODE
LOW	.build/ci/junit_helpers.py	30	CODE
LOW	pylib/cqlshlib/cqlshmain.py	23	CODE
LOW	pylib/cqlshlib/cqlshmain.py	28	CODE
LOW	pylib/cqlshlib/cqlshmain.py	46	CODE
LOW	pylib/cqlshlib/cql3handling.py	18	CODE
LOW	pylib/cqlshlib/test/test_cqlsh_output.py	407	CODE
LOW	bin/cqlsh.py	67	CODE
LOW	doc/scripts/gen-nodetool-docs.py	20	CODE

AI Structural Patterns4 hits · 4 pts

Severity	File	Line	Context
LOW	pylib/cqlshlib/cqlshmain.py	268	CODE
LOW	pylib/cqlshlib/formatting.py	62	CODE
LOW	pylib/cqlshlib/test/run_cqlsh.py	244	CODE
LOW	pylib/cqlshlib/test/run_cqlsh.py	284	CODE

Modern Structural Boilerplate2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	.build/ci/junit_helpers.py	304	def set_archive(self, name: str) -> None:	STRING
LOW	.build/ci/logging_helper.py	94	def set_loglevel(logger: logging.Logger, level: LogLevel) -> None:	CODE

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	…aude/skills/write-reproducer/scripts/validate_repro.sh	4	# Usage:	COMMENT

apache/cassandra

Open-Source Code Quality, Security and Technical Debt Review