0.5

Adjusted Signal

0.5

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

6.6K

Stars

Java

Language

2.3M

Lines of Code

12.7K

Files

514

Pattern Hits

2026-10-31

Scan Date

0.00

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 0.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 426 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.4/100 · LOW

Are imports declared and package/API names verified? 87 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 14 finding(s).

PR Review Velocity Impact 2.3/100 · LOW

Which changes need focused human review? 514 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 56HIGH 2MEDIUM 23LOW 433

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 514 distinct pattern matches across 14 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 Indicators56 hits · 605 pts

Severity	File	Line	Snippet	Context
CRITICAL	…sql/impl/opt/physical/visitor/RexToExpressionTest.java	189	return org.apache.calcite.util.Sarg.of(RexUnknownAs.UNKNOWN, rangeSet(left, right));	CODE
CRITICAL	…sql/impl/opt/physical/visitor/RexToExpressionTest.java	193	return ImmutableRangeSet.of(com.google.common.collect.Range.closed(left, right));	CODE
CRITICAL	docs/design/jet/017-file-data-ingestion.md	80	`com.hazelcast.jet.x.XSources.x(...., formatY)`	CODE
CRITICAL	docs/design/jet/017-file-data-ingestion.md	81	`com.hazelcast.jet.s3.S3Sources.s3(..., Avro)`	CODE
CRITICAL	…t/java/com/hazelcast/jet/python/PythonServiceTest.java	97	com.hazelcast.internal.nio.IOUtil.delete(baseDir);	CODE
CRITICAL	…lcast/jet/hadoop/impl/FileNotFoundReadHadoopPTest.java	89	org.apache.hadoop.mapreduce.lib.input.FileInputFormat.addInputPath(job, path);	CODE
CRITICAL	…lcast/jet/hadoop/impl/FileNotFoundReadHadoopPTest.java	97	org.apache.hadoop.mapred.FileInputFormat.addInputPath(jobConf, path);	CODE
CRITICAL	…va/com/hazelcast/jet/hadoop/impl/WriteHadoopPTest.java	139	org.apache.hadoop.mapreduce.lib.input.FileInputFormat.addInputPath(job, path);	CODE
CRITICAL	…va/com/hazelcast/jet/hadoop/impl/WriteHadoopPTest.java	157	org.apache.hadoop.mapreduce.lib.output.FileOutputFormat.setOutputPath(job, path);	CODE
CRITICAL	…va/com/hazelcast/jet/hadoop/impl/WriteHadoopPTest.java	159	org.apache.hadoop.mapreduce.lib.output.LazyOutputFormat.setOutputFormatClass(job,	CODE
CRITICAL	…ava/com/hazelcast/jet/hadoop/impl/ReadHadoopPTest.java	124	org.apache.hadoop.mapreduce.lib.input.FileInputFormat.addInputPath(job, path);	CODE
CRITICAL	…ava/com/hazelcast/jet/hadoop/impl/ReadHadoopPTest.java	132	org.apache.hadoop.mapred.FileInputFormat.addInputPath(jobConf, path);	CODE
CRITICAL	…ava/com/hazelcast/jet/hadoop/impl/JsonInputFormat.java	159	// We could use org.apache.hadoop.fs.FileSystem.getFileStatus() to get length, but it results in an extra	COMMENT
CRITICAL	…hazelcast/test/archunit/TestsHaveRunnersCondition.java	43	"com.hazelcast.spi.properties.HazelcastProperty.setSystemProperty(java.lang.String)");	CODE
CRITICAL	…/test/java/com/hazelcast/jet/impl/util/IOUtilTest.java	73	com.hazelcast.internal.nio.IOUtil.delete(randomFile);	CODE
CRITICAL	…/test/java/com/hazelcast/jet/impl/util/IOUtilTest.java	163	com.hazelcast.internal.nio.IOUtil.delete(tmpTargetDir);	CODE
CRITICAL	…/test/java/com/hazelcast/jet/impl/util/IOUtilTest.java	164	com.hazelcast.internal.nio.IOUtil.delete(tmpNonTargetDir);	CODE
CRITICAL	…/java/com/hazelcast/jet/config/ResourceConfigTest.java	59	com.hazelcast.internal.nio.IOUtil.delete(baseDir);	CODE
CRITICAL	…java/com/hazelcast/cache/HazelcastCachingProvider.java	179	com.hazelcast.client.cache.HazelcastClientCachingProvider.class.getName();	CODE
CRITICAL	…ava/com/hazelcast/jet/impl/JobCoordinationService.java	1521	return com.hazelcast.jet.impl.util.Util.exceptionallyCompletedFuture(e);	CODE
CRITICAL	…n/java/com/hazelcast/jet/impl/JobExecutionService.java	593	if (com.hazelcast.internal.util.ExceptionUtil.isOrHasCause(e, CancellationException.class)) {	CODE
CRITICAL	…com/hazelcast/internal/monitor/impl/NodeStateImpl.java	112	nodeState = com.hazelcast.instance.impl.NodeState.valueOf(jsonNodeState);	CODE
CRITICAL	…in/java/com/hazelcast/internal/util/ExceptionUtil.java	229	* software.amazon.awssdk.core.exception.SdkException.builder().message(String).cause(Throwable).build()	COMMENT
CRITICAL	…in/java/com/hazelcast/internal/util/ExceptionUtil.java	364	// software.amazon.awssdk.core.exception.SdkException.builder().message(String).cause(Throwable).build()	COMMENT
CRITICAL⚡	…t/impl/protocol/DefaultMessageTaskFactoryProvider.java	1784	(cm, con) -> new com.hazelcast.cp.internal.datastructures.atomicref.client.ApplyMessageTask(cm, node, co	CODE
CRITICAL⚡	…t/impl/protocol/DefaultMessageTaskFactoryProvider.java	1790	(cm, con) -> new com.hazelcast.cp.internal.datastructures.atomicref.client.GetMessageTask(cm, node, con)	CODE
CRITICAL⚡	…t/impl/protocol/DefaultMessageTaskFactoryProvider.java	1792	(cm, con) -> new com.hazelcast.cp.internal.datastructures.atomicref.client.CompareAndSetMessageTask(cm,	CODE
CRITICAL⚡	…t/impl/protocol/DefaultMessageTaskFactoryProvider.java	1838	(cm, con) -> new com.hazelcast.cp.internal.datastructures.cpmap.client.GetMessageTask(cm, node, con));	CODE
CRITICAL⚡	…t/impl/protocol/DefaultMessageTaskFactoryProvider.java	1842	(cm, con) -> new com.hazelcast.cp.internal.datastructures.cpmap.client.SetMessageTask(cm, node, con));	CODE
CRITICAL⚡	…t/impl/protocol/DefaultMessageTaskFactoryProvider.java	1848	(cm, con) -> new com.hazelcast.cp.internal.datastructures.cpmap.client.CompareAndSetMessageTask(cm, node	CODE
CRITICAL	…/protocol/codec/custom/NearCacheConfigHolderCodec.java	86	return new com.hazelcast.client.impl.protocol.task.dynamicconfig.NearCacheConfigHolder(name, inMemoryFormat, ser	CODE
CRITICAL	…ol/codec/custom/ReplicatedMapEntryViewHolderCodec.java	80	return new com.hazelcast.replicatedmap.impl.record.ReplicatedMapEntryViewHolder(key, value, creationTime, hits,	CODE
CRITICAL	…rotocol/codec/custom/DiscoveryStrategyConfigCodec.java	59	return new com.hazelcast.client.impl.protocol.codec.holder.DiscoveryStrategyConfigHolder(className, properties);	CODE
CRITICAL	…client/impl/protocol/codec/custom/VectorPairCodec.java	68	return new com.hazelcast.client.impl.protocol.codec.holder.VectorPairHolder(name, type, vector);	CODE
CRITICAL	…/protocol/codec/custom/PredicateConfigHolderCodec.java	61	return new com.hazelcast.client.impl.protocol.task.dynamicconfig.PredicateConfigHolder(className, sql, implement	CODE
CRITICAL	…l/protocol/codec/custom/AnchorDataListHolderCodec.java	59	return new com.hazelcast.client.impl.protocol.codec.holder.AnchorDataListHolder(anchorPageList, anchorDataList);	CODE
CRITICAL	…/codec/custom/WanCustomPublisherConfigHolderCodec.java	63	return new com.hazelcast.client.impl.protocol.codec.holder.WanCustomPublisherConfigHolder(publisherId, className	CODE
CRITICAL	…l/protocol/codec/custom/ListenerConfigHolderCodec.java	74	return new com.hazelcast.client.impl.protocol.task.dynamicconfig.ListenerConfigHolder(listenerType, listenerImpl	CODE
CRITICAL	…st/client/impl/protocol/codec/custom/MCEventCodec.java	69	return new com.hazelcast.internal.management.dto.MCEventDTO(timestamp, type, dataJson);	CODE
CRITICAL	…l/protocol/codec/custom/EvictionConfigHolderCodec.java	72	return new com.hazelcast.client.impl.protocol.task.dynamicconfig.EvictionConfigHolder(size, maxSizePolicy, evict	CODE
CRITICAL	…impl/protocol/codec/custom/CacheConfigHolderCodec.java	140	return new com.hazelcast.client.impl.protocol.codec.holder.CacheConfigHolder(name, managerPrefix, uriString, bac	CODE
CRITICAL	…protocol/codec/custom/QueryCacheConfigHolderCodec.java	99	return new com.hazelcast.client.impl.protocol.task.dynamicconfig.QueryCacheConfigHolder(batchSize, bufferSize, d	CODE
CRITICAL	…rotocol/codec/custom/WanConsumerConfigHolderCodec.java	70	return new com.hazelcast.client.impl.protocol.codec.holder.WanConsumerConfigHolder(persistWanReplicatedData, cla	CODE
CRITICAL	…elcast/client/impl/protocol/codec/custom/XidCodec.java	68	return new com.hazelcast.transaction.impl.xa.SerializableXID(formatId, globalTransactionId, branchQualifier);	CODE
CRITICAL	…l/codec/custom/WanBatchPublisherConfigHolderCodec.java	131	return new com.hazelcast.client.impl.protocol.codec.holder.WanBatchPublisherConfigHolder(publisherId, className,	CODE
CRITICAL	…t/impl/protocol/codec/custom/DiscoveryConfigCodec.java	63	return new com.hazelcast.client.impl.protocol.codec.holder.DiscoveryConfigHolder(discoveryStrategyConfigs, disco	CODE
CRITICAL	…mpl/protocol/codec/custom/ResourceDefinitionCodec.java	70	return new com.hazelcast.client.impl.protocol.task.dynamicconfig.ResourceDefinitionHolder(id, resourceType, payl	CODE
CRITICAL	…/protocol/codec/custom/DistributedObjectInfoCodec.java	59	return new com.hazelcast.client.impl.client.DistributedObjectInfo(serviceName, name);	CODE
CRITICAL	…l/protocol/codec/custom/MapStoreConfigHolderCodec.java	93	return new com.hazelcast.client.impl.protocol.task.dynamicconfig.MapStoreConfigHolder(enabled, writeCoalescing,	CODE
CRITICAL	…/protocol/codec/custom/PagingPredicateHolderCodec.java	85	return new com.hazelcast.client.impl.protocol.codec.holder.PagingPredicateHolder(anchorDataListHolder, predicate	CODE
CRITICAL	…col/codec/custom/RingbufferStoreConfigHolderCodec.java	74	return new com.hazelcast.client.impl.protocol.task.dynamicconfig.RingbufferStoreConfigHolder(className, factoryC	CODE
CRITICAL	…t/client/impl/protocol/codec/custom/SqlErrorCodec.java	83	return new com.hazelcast.sql.impl.client.SqlError(code, message, originatingMemberId, isSuggestionExists, sugges	CODE
CRITICAL	…lient/impl/protocol/codec/custom/ErrorHolderCodec.java	70	return new com.hazelcast.client.impl.protocol.exception.ErrorHolder(errorCode, className, message, stackTraceEle	CODE
CRITICAL	…protocol/codec/custom/QueueStoreConfigHolderCodec.java	74	return new com.hazelcast.client.impl.protocol.task.dynamicconfig.QueueStoreConfigHolder(className, factoryClassN	CODE
CRITICAL	…ent/impl/protocol/codec/custom/WanSyncConfigCodec.java	62	return new com.hazelcast.client.impl.protocol.codec.holder.WanSyncConfigHolder(consistencyCheckStrategy);	CODE
CRITICAL	…lcast/client/cache/HazelcastClientCachingProvider.java	58	delegate = new com.hazelcast.client.cache.impl.HazelcastClientCachingProvider();	CODE

Over-Commented Block364 hits · 274 pts

Severity	File	Line	Snippet	Context
LOW	…in/java/com/hazelcast/jet/sql/impl/ExpressionUtil.java	61	}	COMMENT
LOW	…ast/jet/sql/impl/opt/ExtractUpdateExpressionsRule.java	81	// We do not perform this transformation for IMap because:	COMMENT
LOW	…l/opt/physical/AggregateSlidingWindowPhysicalRule.java	121		COMMENT
LOW	…/com/hazelcast/jet/kinesis/KinesisIntegrationTest.java	441	@Test	COMMENT
LOW	…rces/hazelcast-fullconfig-advanced-network-config.yaml	1	# Copyright (c) 2008-2026, Hazelcast, Inc. All Rights Reserved.	COMMENT
LOW	hazelcast/src/test/resources/test-hazelcast-client.yaml	1	# Copyright (c) 2008-2026, Hazelcast, Inc. All Rights Reserved.	COMMENT
LOW	hazelcast/src/test/resources/hazelcast-fullconfig.yaml	1	# Copyright (c) 2008-2026, Hazelcast, Inc. All Rights Reserved.	COMMENT
LOW	hazelcast/src/test/resources/hazelcast-client-c2.yaml	1	# Copyright (c) 2008-2026, Hazelcast, Inc. All Rights Reserved.	COMMENT
LOW	…elcast/src/test/resources/test-hazelcast-variable.yaml	1	# Copyright (c) 2008-2026, Hazelcast, Inc. All Rights Reserved.	COMMENT
LOW	hazelcast/src/test/resources/hazelcast-client-full.yaml	1	# Copyright (c) 2008-2026, Hazelcast, Inc. All Rights Reserved.	COMMENT
LOW	…st/resources/hazelcast-fullconfig-without-network.yaml	1	# Copyright (c) 2008-2026, Hazelcast, Inc. All Rights Reserved.	COMMENT
LOW	…st/resources/hazelcast-fullconfig-without-network.yaml	21	#	COMMENT
LOW	…st/resources/hazelcast-fullconfig-without-network.yaml	221	# throughput. Valid values are:	COMMENT
LOW	…st/resources/hazelcast-fullconfig-without-network.yaml	261	# While recovering from split-brain (network partitioning), data structure entries in the small cluster	COMMENT
LOW	hazelcast/src/test/resources/test-hazelcast.yaml	1	# Copyright (c) 2008-2026, Hazelcast, Inc. All Rights Reserved.	COMMENT
LOW	…src/test/resources/test-hazelcast-client-variable.yaml	1	# Copyright (c) 2008-2026, Hazelcast, Inc. All Rights Reserved.	COMMENT
LOW	hazelcast/src/test/resources/hazelcast-client-c1.yaml	1	# Copyright (c) 2008-2026, Hazelcast, Inc. All Rights Reserved.	COMMENT
LOW	…t/src/test/resources/test-hazelcast-client-simple.yaml	1	# Copyright (c) 2008-2026, Hazelcast, Inc. All Rights Reserved.	COMMENT
LOW	…azelcast/client/console/hazelcast-client-template.yaml	1	# Copyright (c) 2008-2026, Hazelcast, Inc. All Rights Reserved.	COMMENT
LOW	…om/hazelcast/client/console/hazelcast-client-test.yaml	1	# Copyright (c) 2008-2026, Hazelcast, Inc. All Rights Reserved.	COMMENT
LOW	…m/hazelcast/durableexecutor/DurableSingleNodeTest.java	181	assertTrue(executor.isTerminated());	COMMENT
LOW	…m/hazelcast/durableexecutor/DurableSingleNodeTest.java	201	// future.get();	COMMENT
LOW	…java/com/hazelcast/jet/SimpleTestInClusterSupport.java	181	// so after next test they will not be visible in getDistributedObjects()	COMMENT
LOW	…/com/hazelcast/jet/core/IndeterminateSnapshotTest.java	481	setupJetTests(allowedSnapshotsCount);	COMMENT
LOW	…ava/com/hazelcast/internal/util/ServiceLoaderTest.java	121	public void testMultipleClassloaderLoadsTheSameClass_fromParentClassLoader() throws Exception {	COMMENT
LOW	…/hazelcast/internal/util/collection/OAHashSetTest.java	581	final IntegerWithFixedHashCode element4 = new IntegerWithFixedHashCode(4, 4);	COMMENT
LOW	…ast/spi/impl/AbstractInvocationFuture_AndThenTest.java	41	// }	COMMENT
LOW	…ast/spi/impl/AbstractInvocationFuture_AndThenTest.java	61	//	COMMENT
LOW	…ast/spi/impl/AbstractInvocationFuture_AndThenTest.java	81	// assertTrueEventually(() -> verify(callback).onResponse(value));	COMMENT
LOW	…ast/spi/impl/AbstractInvocationFuture_AndThenTest.java	101	//	COMMENT
LOW	…ast/spi/impl/AbstractInvocationFuture_AndThenTest.java	121	//	COMMENT
LOW	…om/hazelcast/client/pncounter/ClientPNCounterTest.java	61	// member list. When the client connects to a new cluster, the member list	COMMENT
LOW	…cast/client/queue/ClientQueuePerformanceBenchmark.java	41	server = Hazelcast.newHazelcastInstance();	COMMENT
LOW	…cast/client/queue/ClientQueuePerformanceBenchmark.java	61	// } else {	COMMENT
LOW	…cast/client/queue/ClientQueuePerformanceBenchmark.java	81	// Thread.sleep(10 * 1000);	COMMENT
LOW	…/resources/hazelcast-client-failover-full-example.yaml	1	# Copyright (c) 2008-2026, Hazelcast, Inc. All Rights Reserved.	COMMENT
LOW	…/resources/hazelcast-client-failover-full-example.yaml	21	#	COMMENT
LOW	…/main/resources/hazelcast-client-default-assembly.yaml	1	# Copyright (c) 2008-2026, Hazelcast, Inc. All Rights Reserved.	COMMENT
LOW	…zelcast/src/main/resources/hazelcast-full-example.yaml	1	# Copyright (c) 2008-2026, Hazelcast, Inc. All Rights Reserved.	COMMENT
LOW	…zelcast/src/main/resources/hazelcast-full-example.yaml	21	# To learn how to configure Hazelcast, please see the Reference Manual	COMMENT
LOW	…zelcast/src/main/resources/hazelcast-full-example.yaml	41	# Below is an example showing property placeholders:	COMMENT
LOW	…zelcast/src/main/resources/hazelcast-full-example.yaml	81	license-key: Your Hazelcast Enterprise or Enterprise HD License Key	COMMENT
LOW	…zelcast/src/main/resources/hazelcast-full-example.yaml	101	# Default value is true.	COMMENT
LOW	…zelcast/src/main/resources/hazelcast-full-example.yaml	121	# The "properties" mapping lets you add properties to some of the Hazelcast elements used to configure some of	COMMENT
LOW	…zelcast/src/main/resources/hazelcast-full-example.yaml	141	# The configuration element's name is "wan-replication". It has two attributes:	COMMENT
LOW	…zelcast/src/main/resources/hazelcast-full-example.yaml	161	# If there is no publisher ID defined (it is empty), the cluster name will	COMMENT
LOW	…zelcast/src/main/resources/hazelcast-full-example.yaml	181	# - ACK_ON_RECEIPT:	COMMENT
LOW	…zelcast/src/main/resources/hazelcast-full-example.yaml	201	# switched to this state. WAN sync is enabled.	COMMENT
LOW	…zelcast/src/main/resources/hazelcast-full-example.yaml	221	# partition are now sent randomly to any available target endpoint.	COMMENT
LOW	…zelcast/src/main/resources/hazelcast-full-example.yaml	241	# By default this property is false which means the WAN connection	COMMENT
LOW	…zelcast/src/main/resources/hazelcast-full-example.yaml	261	# lost. Therefore, if you have a large rate of put/update/remove operations,	COMMENT
LOW	…zelcast/src/main/resources/hazelcast-full-example.yaml	281	# Secret key of your account on EC2.	COMMENT
LOW	…zelcast/src/main/resources/hazelcast-full-example.yaml	301	# Please refer to	COMMENT
LOW	…zelcast/src/main/resources/hazelcast-full-example.yaml	321	# Custom implementation of a WAN publisher implementing WanPublisher.	COMMENT
LOW	…zelcast/src/main/resources/hazelcast-full-example.yaml	381	# tag-value: hz-nodes	COMMENT
LOW	…zelcast/src/main/resources/hazelcast-full-example.yaml	401	# prop1: prop1-value	COMMENT
LOW	…zelcast/src/main/resources/hazelcast-full-example.yaml	421	# willing to have only a few ports assigned. port-count is optional and its default value is 100.	COMMENT
LOW	…zelcast/src/main/resources/hazelcast-full-example.yaml	441	# - 33000-35000	COMMENT
LOW	…zelcast/src/main/resources/hazelcast-full-example.yaml	461	# sends discovery messages through. Its default value is 54327.	COMMENT
LOW	…zelcast/src/main/resources/hazelcast-full-example.yaml	481	# to connect to a cluster. Setting it to a too high value means that member startup could	COMMENT
304 more matches not shown…

AI Slop Vocabulary13 hits · 39 pts

Severity	File	Line	Snippet	Context
MEDIUM	…elcast/jet/sql/impl/opt/physical/SortPhysicalRule.java	113	// Input has less collated fields than sort. Definitely not a prefix => local sorting is needed.	COMMENT
MEDIUM	…rces/hazelcast-fullconfig-advanced-network-config.yaml	15	# A comprehensive example of Hazelcast configuration with advanced network configuration.	COMMENT
MEDIUM	hazelcast/src/test/resources/hazelcast-fullconfig.yaml	15	# A comprehensive example of Hazelcast configuration.	COMMENT
MEDIUM	…st/resources/hazelcast-fullconfig-without-network.yaml	15	# A comprehensive example of Hazelcast configuration without network configuration.	COMMENT
MEDIUM	…zelcast/flakeidgen/impl/FlakeIdGeneratorProxyTest.java	247	// #### Tests pertaining to wait time ####	COMMENT
MEDIUM	…/com/hazelcast/test/jdbc/PostgresDatabaseProvider.java	83	// If we wait for both conditions (port and log) we should get robust behavior.	COMMENT
MEDIUM	…azelcast/client/cp/internal/CPGroupViewClientTest.java	73	// Assert the client is still able to utilize the CP subsystem	COMMENT
MEDIUM	…ain/java/com/hazelcast/jet/core/ProcessorSupplier.java	182	* Returns the partitions from {@link #partitionAssignment()} pertaining to	COMMENT
MEDIUM	…peration/PartitionWideEntryWithPredicateOperation.java	55	// if we used index we leverage it for the backup too	COMMENT
MEDIUM	…st/map/impl/operation/PartitionWideEntryOperation.java	193	// if we reach here, it means we didn't manage to leverage index and we fall-back to full-partition scan	COMMENT
MEDIUM	…st/map/impl/operation/PartitionWideEntryOperation.java	271	// if we used index we leverage it for the backup too	COMMENT
MEDIUM	…ain/java/com/hazelcast/map/impl/query/QueryRunner.java	294	// leverage index on this node in a global way.	COMMENT
MEDIUM	…m/hazelcast/cp/internal/raft/impl/state/RaftState.java	554	* Resets {@link #lastGroupMembers} back to {@link #committedGroupMembers}. Essentially this means,	COMMENT

Slop Phrases13 hits · 33 pts

Severity	File	Line	Snippet	Context
MEDIUM	…java/com/hazelcast/jet/python/PythonServiceConfig.java	42	* Here's a simple example of a function that transforms every input	COMMENT
MEDIUM	…/main/java/com/hazelcast/jet/hadoop/HadoopSources.java	61	* Here is how you can configure the source. Default and always safe value is	COMMENT
MEDIUM	…/main/java/com/hazelcast/jet/hadoop/HadoopSources.java	78	* Here is how you can configure the source. Default value is {@code false}:	COMMENT
LOW	…on/compatibility/BinaryCompatibilityFileGenerator.java	46	// DON'T FORGET TO CHANGE VERSION ACCORDINGLY	COMMENT
MEDIUM	…zelcast/src/main/resources/hazelcast-full-example.yaml	303	# to see the properties you can use.	COMMENT
MEDIUM	…zelcast/src/main/resources/hazelcast-full-example.yaml	523	# to see the properties you can use.	COMMENT
MEDIUM	…zelcast/src/main/resources/hazelcast-full-example.yaml	3036	# to see the properties you can use.	COMMENT
MEDIUM	hazelcast/src/main/resources/hazelcast-default.yaml	162	# configuration. This way, you can add different and multiple interfaces to	COMMENT
LOW	hazelcast/src/main/resources/hazelcast-default.yaml	53	# mechanism, so make sure to enable only one.	COMMENT
MEDIUM	…/src/main/resources/hazelcast-client-full-example.yaml	217	# to see the properties you can use.	COMMENT
LOW	…/protocol/codec/ReplicatedMapFetchEntryViewsCodec.java	75	* request to start iteration. Also don't forget to set newIteration to true. Then, use the returned	COMMENT
MEDIUM	…lcast/src/main/config-template/hazelcast-assembly.yaml	130	# configuration. This way, you can add different and multiple interfaces to	COMMENT
LOW	…lcast/src/main/config-template/hazelcast-assembly.yaml	53	# mechanism, so make sure to enable only one.	COMMENT

Fake / Example Data30 hits · 31 pts

Severity	File	Line	Snippet	Context
LOW	…nector/jdbc/PredicatePushDownJdbcSqlConnectorTest.java	56	"SELECT name FROM people WHERE name = 'John Doe'",	CODE
LOW	…nector/jdbc/PredicatePushDownJdbcSqlConnectorTest.java	78	"SELECT name FROM people WHERE name IN ('John Doe', 'something')",	CODE
LOW	…nector/jdbc/PredicatePushDownJdbcSqlConnectorTest.java	79	"SELECT name FROM people WHERE name NOT IN ('Jane Doe', 'something')",	CODE
LOW	…nector/jdbc/PredicatePushDownJdbcSqlConnectorTest.java	138	executeJdbc("INSERT INTO " + quote(tableName) + " VALUES (1, 'John Doe', 30, '{\"value\":42}', 1, 1, 0, " +	CODE
LOW	…nector/jdbc/PredicatePushDownJdbcSqlConnectorTest.java	140	executeJdbc("INSERT INTO " + quote(tableName) + " VALUES (2, 'Jane Doe', 35, '{\"value\":0}', 0, 0, 1, " +	CODE
LOW	…nector/jdbc/PredicatePushDownJdbcSqlConnectorTest.java	154	assertRowsAnyOrder(query, new Row("John Doe"));	CODE
LOW	…test/java/com/hazelcast/jet/mongodb/MongoSinkTest.java	153	Doc doc = new Doc(null, 10L, "new", "text lorem ipsum etc");	CODE
LOW	…test/java/com/hazelcast/jet/mongodb/MongoSinkTest.java	188	Doc doc = new Doc(null, 3L, "existing", "text lorem ipsum etc");	CODE
LOW	…c/test/java/com/hazelcast/aggregation/TestSamples.java	37	private static final String LOREM_IPSUM = "Lorem ipsum dolor sit amet consectetur adipiscing elit";	CODE
LOW	…c/test/java/com/hazelcast/aggregation/TestSamples.java	37	private static final String LOREM_IPSUM = "Lorem ipsum dolor sit amet consectetur adipiscing elit";	CODE
LOW	…t/jet/impl/connector/StreamFilesP_integrationTest.java	261	" Lorem ipsum dolor sit amet, consectetur adipiscing elit," +	CODE
LOW	…t/jet/impl/connector/StreamFilesP_integrationTest.java	261	" Lorem ipsum dolor sit amet, consectetur adipiscing elit," +	CODE
LOW	…a/com/hazelcast/jet/impl/connector/WriteJdbcPTest.java	75	private static final String DUMMY_DATA_CONNECTION = "dummy-data-connection";	CODE
LOW	…va/com/hazelcast/jet/impl/connector/ReadJdbcPTest.java	56	private static final String DUMMY_DATA_CONNECTION = "dummy-data-connection";	CODE
LOW	…t/java/com/hazelcast/config/YamlConfigBuilderTest.java	5079	some.property: dummy-value	CODE
LOW	…t/java/com/hazelcast/config/YamlConfigBuilderTest.java	5096	assertThat(mysqlDataConnectionConfig.getProperty("some.property")).isEqualTo("dummy-value");	STRING
LOW	…st/java/com/hazelcast/config/XMLConfigBuilderTest.java	4899	+ " <property name=\"some.property\">dummy-value</property>\n"	STRING
LOW	…st/java/com/hazelcast/config/XMLConfigBuilderTest.java	4917	assertThat(mysqlDataConnectionConfig.getProperty("some.property")).isEqualTo("dummy-value");	STRING
LOW	…lization/impl/compact/CompactStreamSerializerTest.java	463	ExternalizableEmployeeDTO employeeDTO = new ExternalizableEmployeeDTO(30, "John Doe");	CODE
LOW	…rialization/impl/compact/CompactSerializationTest.java	218	Data data = service.toData(new SerializableEmployeeDTO("John Doe", 42));	CODE
LOW	…rialization/impl/compact/CompactSerializationTest.java	242	Data data = service.toData(new SerializableEmployeeDTO("John Doe", 42));	CODE
LOW	…rialization/impl/compact/CompactSerializationTest.java	433	service.toData(new UsesSerializableClassAsField(new SerializableEmployeeDTO("John Doe", 42)))	CODE
LOW	…rialization/impl/compact/CompactSerializationTest.java	445	Data data = service.toData(new UsesSerializableClassAsField(new SerializableEmployeeDTO("John Doe", 42)));	CODE
LOW	…ternal/serialization/impl/compact/CompactTestUtil.java	305	SerializableEmployeeDTO object = new SerializableEmployeeDTO("John Doe", 1);	CODE
LOW	…/serialization/impl/compact/record/AllTypesRecord.java	127	"lorem ipsum",	CODE
LOW⚡	…/java/com/hazelcast/internal/json/JsonParser_Test.java	265	String input = "[ \"lorem ipsum dolor sit amet\" ]";	CODE
LOW⚡	…/java/com/hazelcast/internal/json/JsonParser_Test.java	265	String input = "[ \"lorem ipsum dolor sit amet\" ]";	CODE
LOW⚡	…/java/com/hazelcast/internal/json/JsonParser_Test.java	269	assertEquals("[\"lorem ipsum dolor sit amet\"]", defHandler.getValue().toString());	CODE
LOW⚡	…/java/com/hazelcast/internal/json/JsonParser_Test.java	269	assertEquals("[\"lorem ipsum dolor sit amet\"]", defHandler.getValue().toString());	CODE
LOW	…main/java/com/hazelcast/internal/json/JsonHandler.java	37	* ["lorem ipsum"]	COMMENT

Structural Annotation Overuse9 hits · 19 pts

Severity	File	Line	Snippet	Context
LOW⚡	…/hazelcast/sql/impl/expression/datetime/Formatter.java	920	// Step 1 - Normalized form	COMMENT
LOW⚡	…/hazelcast/sql/impl/expression/datetime/Formatter.java	928	// Step 2 - Find the actual number	COMMENT
LOW⚡	…/hazelcast/sql/impl/expression/datetime/Formatter.java	930	// Step 3 - Determine the lengths of the integer and fraction	COMMENT
LOW⚡	…/hazelcast/sql/impl/expression/datetime/Formatter.java	938	// Step 4 - Rounding	COMMENT
LOW	…/hazelcast/sql/impl/expression/datetime/Formatter.java	961	// Step 5 - Padding	COMMENT
LOW	…/hazelcast/sql/impl/expression/datetime/Formatter.java	990	// Step 6 - Format the integer and fraction masks	COMMENT
LOW⚡	…ast/cp/internal/datastructures/snapshot/ChunkUtil.java	107	// Step 1: Process the snapshot and create chunks	COMMENT
LOW⚡	…ast/cp/internal/datastructures/snapshot/ChunkUtil.java	115	// Step 2: Optimize chunks by merging non-chunked operations into the last chunk	COMMENT
LOW⚡	…ast/cp/internal/datastructures/snapshot/ChunkUtil.java	118	// Step 3: Add metadata to chunks and prepare the final list	COMMENT

Hyper-Verbose Identifiers13 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW	…om/hazelcast/jet/python/PythonServiceGrpcBindTest.java	95	def _port_forcing_grpc_server(args, *kwargs):	CODE
LOW	…internal/partition/MigrationAwareServiceEventTest.java	118	private static class FailingOperationResponseHandler implements OperationResponseHandler<Operation> {	CODE
LOW	…elcast/internal/locksupport/LockEvictionProcessor.java	80	private class UnlockResponseHandler implements OperationResponseHandler {	CODE
LOW	…/operationservice/OperationResponseHandlerFactory.java	32	private static class NoResponseHandler	CODE
LOW	…/operationservice/OperationResponseHandlerFactory.java	44	private static final class ErrorLoggingResponseHandler implements OperationResponseHandler {	CODE
LOW	…a/com/hazelcast/spi/impl/operationservice/Offload.java	159	private class OffloadedOperationResponseHandler implements OperationResponseHandler {	CODE
LOW	…rationservice/impl/InboundResponseHandlerSupplier.java	242	final class AsyncSingleThreadedResponseHandler implements Consumer<Packet> {	CODE
LOW	…rationservice/impl/InboundResponseHandlerSupplier.java	256	final class AsyncMultithreadedResponseHandler implements Consumer<Packet> {	CODE
LOW	…impl/operationservice/impl/InboundResponseHandler.java	56	public final class InboundResponseHandler implements Consumer<Packet> {	CODE
LOW	…mpl/operationservice/impl/OutboundResponseHandler.java	66	public final class OutboundResponseHandler implements OperationResponseHandler {	CODE
LOW⚡	…lient/impl/spi/impl/ClientResponseHandlerSupplier.java	221	class SyncResponseHandler implements Consumer<ClientMessage> {	CODE
LOW⚡	…lient/impl/spi/impl/ClientResponseHandlerSupplier.java	229	class AsyncResponseHandler implements Consumer<ClientMessage> {	CODE
LOW⚡	…lient/impl/spi/impl/ClientResponseHandlerSupplier.java	238	class DynamicResponseHandler implements Consumer<ClientMessage> {	CODE

Verbosity Indicators6 hits · 11 pts

Severity	File	Line	Snippet	Context
LOW	…com/hazelcast/sql/impl/client/SqlResubmissionTest.java	211	// This may be expected (for example: when resubmissionMode == NEVER), so we need to check if in current	COMMENT
LOW	…zelcast/sql/impl/client/SqlResubmissionStreamTest.java	114	// This may be expected (for example: when resubmissionMode == NEVER), so we need to check if in current	COMMENT
LOW	…/com/hazelcast/internal/diagnostics/MetricsPlugin.java	109	// So we need to check if writer is null or not.	COMMENT
LOW⚡	…ast/cp/internal/datastructures/snapshot/ChunkUtil.java	107	// Step 1: Process the snapshot and create chunks	COMMENT
LOW⚡	…ast/cp/internal/datastructures/snapshot/ChunkUtil.java	115	// Step 2: Optimize chunks by merging non-chunked operations into the last chunk	COMMENT
LOW⚡	…ast/cp/internal/datastructures/snapshot/ChunkUtil.java	118	// Step 3: Add metadata to chunks and prepare the final list	COMMENT

AI Response Leakage1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	…/vector/internal/impl/proxy/VectorCollectionProxy.java	306	// In this implementation the operations will be smaller, but there may be many of them	COMMENT

TODO Padding4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	…est/java/com/hazelcast/jet/sql/SqlQueryResultTest.java	79	// TODO: implement updateCount for DML and single key plans.	COMMENT
LOW	…src/main/java/com/hazelcast/cache/impl/CacheProxy.java	246	// TODO: implement a multiple (batch) invoke operation and its factory	COMMENT
LOW	…/com/hazelcast/client/cache/impl/ClientCacheProxy.java	266	// TODO: implement a multiple (batch) invoke operation and its factory	COMMENT
LOW	…/vector/internal/impl/proxy/VectorCollectionProxy.java	305	// TODO: implement backpressure or limit number of in-flight batches.	COMMENT

Redundant / Tautological Comments2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	.github/terraform/azure/main.tf	112	#Assign role to the user assigned managed identity	COMMENT
LOW	…st/src/main/resources/hazelcast-security-hardened.yaml	240	# Assign permissions to role names (principals) and remote addresses (endpoints).	COMMENT

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	…st/resources/hazelcast-fullconfig-without-network.yaml	16	# This file is complete if included into either of the following:	COMMENT

Cross-Language Confusion1 hit · 2 pts

Severity	File	Line	Snippet	Context
HIGH	…/com/hazelcast/jet/python/grpcio_partial_bind_check.py	4	python3 -m venv v && v/bin/pip install grpcio==1.80.0 && v/bin/python grpcio_partial_bind_check.py	STRING

Excessive Try-Catch Wrapping1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…nsions/python/src/main/resources/jet_to_python_init.sh	25	except Exception:	CODE

hazelcast/hazelcast

Open-Source Code Quality, Security and Technical Debt Review