0.8

Adjusted Signal

0.8

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

5.1K

Stars

Java

Language

2.7M

Lines of Code

14.1K

Files

1.9K

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 3.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1793 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.5/100 · LOW

Are imports declared and package/API names verified? 101 finding(s).

Agent Over-Engineering Ratio 0.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 192 finding(s).

PR Review Velocity Impact 3.8/100 · LOW

Which changes need focused human review? 1913 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 10HIGH 16MEDIUM 15LOW 1872

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 1913 distinct pattern matches across 20 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.

Over-Commented Block1571 hits · 1493 pts

Severity	File	Line	Snippet	Context
LOW	.asf.yaml	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	bin/index-reader.sh	1	#!/usr/bin/env bash	COMMENT
LOW	bin/index-reader.sh	21	# Unless required by applicable law or agreed to in writing, software	COMMENT
LOW	bin/index-reader.sh	41	# Set SCRIPTS_HOME - base path to scripts.	COMMENT
LOW	bin/index-reader.sh	81	CONTROL_JVM_OPTS="-Xms256m -Xmx1g"	COMMENT
LOW	bin/ignite.sh	21	#	COMMENT
LOW	bin/ignite.sh	101	#	COMMENT
LOW	bin/ignite.sh	121	if [ "${ENABLE_ASSERTIONS}" = "1" ]; then	COMMENT
LOW	bin/ignite-cdc.sh	1	#!/usr/bin/env bash	COMMENT
LOW	bin/igniterouter.sh	1	#!/bin/bash	COMMENT
LOW	bin/control.sh	1	#!/usr/bin/env bash	COMMENT
LOW	bin/control.sh	21	# Unless required by applicable law or agreed to in writing, software	COMMENT
LOW	bin/control.sh	101	#	COMMENT
LOW	bin/control.sh	121	if [ "${ENABLE_ASSERTIONS:-}" = "1" ]; then	COMMENT
LOW	bin/include/build-classpath.sh	1	#!/bin/sh	COMMENT
LOW	bin/include/setenv.sh	1	#!/usr/bin/env bash	COMMENT
LOW	bin/include/setenv.sh	21	# Unless required by applicable law or agreed to in writing, software	COMMENT
LOW	bin/include/service.sh	1	#!/bin/bash	COMMENT
LOW	bin/include/functions.sh	1	#!/usr/bin/env bash	COMMENT
LOW	bin/include/functions.sh	21	# Unless required by applicable law or agreed to in writing, software	COMMENT
LOW	bin/include/jvmdefaults.sh	1	#!/bin/sh	COMMENT
LOW	bin/include/parseargs.sh	1	#!/usr/bin/env bash	COMMENT
LOW	bin/include/parseargs.sh	21	# Unless required by applicable law or agreed to in writing, software	COMMENT
LOW	docs/run.sh	1	#!/bin/bash	COMMENT
LOW	docs/_config.yml	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/_docs/code-snippets/python/create_cache.py	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/_docs/code-snippets/python/auth.py	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/_docs/code-snippets/python/basic_operations.py	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/_docs/code-snippets/python/type_hints.py	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/_docs/code-snippets/python/connect.py	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/_docs/code-snippets/python/client_reconnect.py	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/_docs/code-snippets/python/scan.py	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/_docs/code-snippets/python/scan.py	21		COMMENT
LOW	docs/_docs/code-snippets/python/scan.py	41	# ... 20 elements in total...	COMMENT
LOW	docs/_docs/code-snippets/python/client_ssl.py	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/_docs/code-snippets/python/sql.py	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	…s/code-snippets/python/create_cache_with_properties.py	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/_docs/code-snippets/k8s/cluster-role.yaml	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/_docs/code-snippets/k8s/setup.sh	1	#!/bin/bash	COMMENT
LOW	docs/_docs/code-snippets/k8s/service.yaml	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/_docs/code-snippets/k8s/service-account.yaml	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	…s/code-snippets/k8s/stateful/statefulset-template.yaml	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	…s/code-snippets/k8s/stateless/deployment-template.yaml	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/_plugins/asciidoctor-extensions.rb	1	# MIT License	COMMENT
LOW	docs/_data/toc.yaml	1	# Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/_sass/variables.scss	1	// Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/_sass/github.scss	1	// Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/_sass/right-nav.scss	1	// Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/_sass/text.scss	1	// Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/_sass/left-nav.scss	1	// Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/_sass/layout.scss	1	// Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/_sass/rouge-base16-solarized.scss	1	//# MIT license. See http://www.opensource.org/licenses/mit-license.php	COMMENT
LOW	docs/_sass/callouts.scss	1	// Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/_sass/header.scss	1	// Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/_sass/docs.scss	1	// Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/_sass/footer.scss	1	// Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/_sass/code.scss	1	// Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/assets/js/index.js	1	// Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/assets/js/docs-menu.js	1	// Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
LOW	docs/assets/js/code-tabs.js	1	// Licensed to the Apache Software Foundation (ASF) under one or more	COMMENT
1511 more matches not shown…

Hyper-Verbose Identifiers168 hits · 184 pts

Severity	File	Line	Snippet	Context
LOW	docs/_docs/code-snippets/nodejs/configuring-cache-1.js	21	async function getOrCreateCacheByName() {	CODE
LOW	docs/_docs/code-snippets/nodejs/binary-types.js	32	async function putGetComplexAndBinaryObjects() {	CODE
LOW	docs/_docs/code-snippets/nodejs/configuring-cache-2.js	22	async function createCacheByConfiguration() {	CODE
LOW	docs/_docs/code-snippets/nodejs/key-value.js	23	async function performCacheKeyValueOperations() {	CODE
LOW	…l/processors/platform/client/ClientRequestHandler.java	50	public class ClientRequestHandler implements ClientListenerRequestHandler {	CODE
LOW	…/internal/processors/odbc/jdbc/JdbcRequestHandler.java	124	public class JdbcRequestHandler implements ClientListenerRequestHandler, ClientTxSupport {	CODE
LOW	…/internal/processors/odbc/odbc/OdbcRequestHandler.java	78	public class OdbcRequestHandler implements ClientListenerRequestHandler {	CODE
LOW	modules/ducktests/DEV_GUIDE.md	354	def test_unstable_in_old_versions(self, ignite_version):	CODE
LOW	modules/ducktests/tests/ignitetest/tests/smoke_test.py	50	def test_ignite_app_start_stop(self, ignite_version):	CODE
LOW	…tests/tests/ignitetest/tests/cellular_affinity_test.py	286	def start_cell_with_prepared_txs(	STRING
LOW	modules/ducktests/tests/ignitetest/tests/util.py	50	def entry_count_per_preloader(self):	CODE
LOW	…tests/tests/ignitetest/tests/thin_client_query_test.py	40	def test_thin_client_index_query(self, server_version, filter):	CODE
LOW	…tests/tests/ignitetest/tests/thin_client_query_test.py	72	def return_spec_without_ducktests(service, base_spec):	CODE
LOW	…les/ducktests/tests/ignitetest/tests/jdbc_thin_test.py	37	def test_simple_insert_select(self, server_version, thin_jdbc_version):	CODE
LOW	modules/ducktests/tests/ignitetest/tests/self_test.py	50	def test_assertion_convertion(self, ignite_version):	CODE
LOW	modules/ducktests/tests/ignitetest/tests/self_test.py	71	def test_simple_services_start_stop(self, ignite_version):	CODE
LOW	modules/ducktests/tests/ignitetest/tests/self_test.py	150	def test_config_add_to_result(self, ignite_version, is_ignite_service):	CODE
LOW	modules/ducktests/tests/ignitetest/tests/self_test.py	177	def test_server_config_options(self, ignite_version):	CODE
LOW	…les/ducktests/tests/ignitetest/tests/discovery_test.py	97	def test_nonsequential_failure_tcp(self, ignite_version, nodes_to_kill, load_type, net_part: IgniteService.NetPart):	CODE
LOW	…les/ducktests/tests/ignitetest/tests/discovery_test.py	110	def test_nonsequential_failure_tcp_no_recovery(self, ignite_version, nodes_to_kill, load_type):	CODE
LOW	…les/ducktests/tests/ignitetest/tests/discovery_test.py	125	def test_sequential_failure_tcp(self, ignite_version, load_type, net_part: IgniteService.NetPart):	CODE
LOW	…les/ducktests/tests/ignitetest/tests/discovery_test.py	138	def test_sequential_failure_tcp_no_recovery(self, ignite_version, load_type):	CODE
LOW	…les/ducktests/tests/ignitetest/tests/discovery_test.py	152	def test_nodes_fail_not_sequential_zk(self, ignite_version, nodes_to_kill, load_type):	CODE
LOW	…les/ducktests/tests/ignitetest/tests/discovery_test.py	175	def _perform_node_fail_scenario(self, test_config):	CODE
LOW	…les/ducktests/tests/ignitetest/tests/discovery_test.py	249	def _simulate_and_detect_failure(self, servers, failed_nodes, event_timeout_sec,	CODE
LOW	…s/ducktests/tests/ignitetest/tests/thin_client_test.py	41	def test_thin_client_compatibility(self, server_version, thin_client_version):	CODE
LOW	modules/ducktests/tests/ignitetest/tests/client_test.py	52	def test_ignite_start_stop_nodes(self, ignite_version, num_nodes, static_clients, temp_client, iteration_count,	CODE
LOW	modules/ducktests/tests/ignitetest/tests/client_test.py	64	def test_ignite_kill_start_nodes(self, ignite_version, num_nodes, static_clients, temp_client, iteration_count,	CODE
LOW	…les/ducktests/tests/ignitetest/tests/disk_full_test.py	68	def test_node_survives_and_restarts_on_full_log_volume(self, ignite_version):	CODE
LOW	…les/ducktests/tests/ignitetest/tests/disk_full_test.py	115	def test_node_survives_log_volume_filled_by_stdout(self, ignite_version):	CODE
LOW	…les/ducktests/tests/ignitetest/tests/disk_full_test.py	153	def test_jvm_exits_on_full_jfr_volume(self, ignite_version):	CODE
LOW	…les/ducktests/tests/ignitetest/tests/disk_full_test.py	178	def test_node_stops_on_full_volume_shared_by_logs_and_data(self, ignite_version):	CODE
LOW	…les/ducktests/tests/ignitetest/tests/disk_full_test.py	199	def test_node_survives_full_wal_volume(self, ignite_version):	CODE
LOW	…les/ducktests/tests/ignitetest/tests/disk_full_test.py	224	def test_node_stops_on_wal_volume_smaller_than_its_segments(self, ignite_version):	CODE
LOW	…les/ducktests/tests/ignitetest/tests/disk_full_test.py	242	def test_node_stops_on_full_volume(self, ignite_version, volume):	CODE
LOW	…les/ducktests/tests/ignitetest/tests/disk_full_test.py	265	def test_node_stops_when_cdc_fills_wal_archive_volume(self, ignite_version):	CODE
LOW	…/ignitetest/tests/mdc/mdc_historical_rebalance_test.py	81	def test_returning_dc_recovers_from_disk(self, ignite_version):	CODE
LOW	…s/ignitetest/tests/mdc/transactional_partition_test.py	69	def test_transactional_load_cut_on_partition(self, ignite_version, cross_dc_latency_ms):	CODE
LOW	…cktests/tests/ignitetest/tests/mdc/thin_client_test.py	64	def test_thin_client_dc_aware_routing_and_partition(self, ignite_version, cross_dc_latency_ms):	CODE
LOW	…ests/ignitetest/tests/mdc/partition_resilience_test.py	54	def test_mdc_cluster_partition_resilience(self, ignite_version, cross_dc_latency_ms):	CODE
LOW	…ests/ignitetest/tests/mdc/partition_resilience_test.py	114	def test_main_dc_loss_and_return(self, ignite_version, cross_dc_latency_ms):	CODE
LOW	…ests/ignitetest/tests/mdc/partition_resilience_test.py	166	def test_short_partition_blips_do_not_split(self, ignite_version, cross_dc_latency_ms):	CODE
LOW	…/ignitetest/tests/cdc/cdc_replication_abstract_test.py	153	def default_active_active_load(self, src_cluster, dst_cluster,	CODE
LOW	…/ignitetest/tests/cdc/cdc_replication_abstract_test.py	193	def default_active_passive_load(self, src_cluster, dst_cluster,	CODE
LOW	…/ignitetest/tests/cdc/cdc_replication_abstract_test.py	220	def check_partitions_are_same(self, src_cluster, dst_cluster):	CODE
LOW	…sts/tests/ignitetest/tests/cdc/cdc_replication_test.py	45	def ignite_to_ignite_client_test(self, ignite_version, pds, mode):	CODE
LOW	…sts/tests/ignitetest/tests/cdc/cdc_replication_test.py	53	def ignite_to_kafka_to_ignite_test(self, ignite_version, pds, mode):	CODE
LOW	…sts/tests/ignitetest/tests/cdc/cdc_replication_test.py	67	def ignite_to_kafka_to_ignite_client_test(self, ignite_version, pds, mode):	CODE
LOW	…les/ducktests/tests/ignitetest/tests/rebalance/util.py	143	def aggregate_rebalance_stats(nodes, cache_count):	CODE
LOW	…les/ducktests/tests/ignitetest/tests/rebalance/util.py	237	def check_type_of_rebalancing(rebalance_nodes: list, is_full: bool = True):	CODE
LOW	…ts/tests/ignitetest/tests/rebalance/persistent_test.py	136	def node_join_historical_test(self, ignite_version, backups, cache_count, entry_count, entry_size, preloaders,	CODE
LOW	…ts/tests/ignitetest/tests/rebalance/persistent_test.py	212	def await_and_check_rebalance(service: IgniteService, rebalance_nodes: list = None, is_full: bool = True):	CODE
LOW	…sts/ignitetest/tests/control_utility/perf_stat_test.py	84	def check_prf_files_are_created_on(self, service):	CODE
LOW	…ests/ignitetest/tests/control_utility/baseline_test.py	171	def __check_nodes_in_baseline(nodes, baseline):	CODE
LOW	…ests/ignitetest/tests/control_utility/baseline_test.py	178	def __check_nodes_not_in_baseline(nodes, baseline):	CODE
LOW	…s/ignitetest/tests/control_utility/consistency_test.py	121	def test_consistency_check_performance(self, ignite_version, backups, cache_count, entry_count, entry_size,	CODE
LOW	modules/ducktests/tests/ignitetest/utils/_mark.py	264	def cluster_use_metadata_adder(func):	CODE
LOW	…ducktests/tests/ignitetest/services/mdc/mdc_cluster.py	388	def verify_cache_distribution(self, cache_name: str, copies_per_dc: Optional[int] = None, dc: str = DC_1):	CODE
LOW	…ducktests/tests/ignitetest/services/mdc/mdc_cluster.py	452	def verify_whole_cluster_healthy(self):	CODE
LOW	…ducktests/tests/ignitetest/services/mdc/mdc_cluster.py	538	def assert_cross_dc_distribution_by_attribute(distribution, dc_attr, expected_dcs, owning_only=True,	CODE
108 more matches not shown…

Hallucination Indicators10 hits · 158 pts

Severity	File	Line	Snippet	Context
CRITICAL	modules/compatibility/pom.xml	38	org.apache.ignite.compatibility.testframework.junits.IgniteCompatibilityAbstractTest.getDependencies()	CODE
CRITICAL	modules/compatibility/pom.xml	137	org.apache.ignite.compatibility.testframework.junits.IgniteCompatibilityAbstractTest.getDependencies()	CODE
CRITICAL	…tnet/Apache.Ignite.Core.Tests/Services/ServicesTest.cs	1070	var formatter = new System.Runtime.Serialization.Formatters.Binary.BinaryFormatter();	CODE
CRITICAL	…internal/processors/cache/tree/PendingEntriesTree.java	102	// o.a.i.i.p.c.database.tree.BPlusTree.ForwardCursor.findLowerBound()	COMMENT
CRITICAL	…internal/processors/cache/tree/PendingEntriesTree.java	103	// o.a.i.i.p.c.database.tree.BPlusTree.ForwardCursor.findUpperBound()	COMMENT
CRITICAL	…nite/internal/processors/cache/tree/CacheDataTree.java	355	// o.a.i.i.p.c.database.tree.BPlusTree.ForwardCursor.findLowerBound()	COMMENT
CRITICAL	…nite/internal/processors/cache/tree/CacheDataTree.java	356	// o.a.i.i.p.c.database.tree.BPlusTree.ForwardCursor.findUpperBound()	COMMENT
CRITICAL⚡	…nite/internal/processors/metric/GridMetricManager.java	616	// at com.ibm.lang.management.MemoryMXBeanImpl.getNonHeapMemoryUsageImpl(Native Method)	COMMENT
CRITICAL⚡	…nite/internal/processors/metric/GridMetricManager.java	617	// at com.ibm.lang.management.MemoryMXBeanImpl.getNonHeapMemoryUsage(MemoryMXBeanImpl.java:143)	COMMENT
CRITICAL⚡	…nite/internal/processors/metric/GridMetricManager.java	618	// at org.apache.ignite.spi.metrics.jdk.GridJdkLocalMetricsSpi.getMetrics(GridJdkLocalMetricsSpi.java:242)	COMMENT

Fake / Example Data75 hits · 83 pts

Severity	File	Line	Snippet	Context
LOW	docs/_docs/code-snippets/nodejs/binary-types.js	44	await cache.put(1, new Person(1, 'John Doe', 1000));	CODE
LOW	docs/_docs/code-snippets/nodejs/sql.js	48	new CacheEntry(1, { 'name' : 'John Doe', 'salary' : 1000 }),	CODE
LOW	…java/org/apache/ignite/examples/sql/SqlDdlExample.java	83	cache.query(qry.setArgs(1L, "John Doe", 3L)).getAll();	CODE
LOW	…ava/org/apache/ignite/examples/sql/SqlJdbcExample.java	81	stmt.setString(2, "John Doe");	CODE
LOW	…les/platforms/dotnet/examples/Thick/Sql/Dml/Program.cs	110	qry.Arguments = new object[] {1, "John Doe", 1, 4000};	CODE
LOW	…les/platforms/dotnet/examples/Thick/Sql/Ddl/Program.cs	71	cache.Query(new SqlFieldsQuery(addPerson, 1L, "John Doe", 3L));	CODE
LOW	…/platforms/dotnet/examples/Thin/Sql/DdlThin/Program.cs	77	cache.Query(new SqlFieldsQuery(addPerson, 1L, "John Doe", 3L));	CODE
LOW	…/platforms/dotnet/examples/Thin/Sql/DmlThin/Program.cs	117	qry.Arguments = new object[] {1, "John Doe", 1, 4000};	CODE
LOW	…/platforms/cpp/core-test/include/ignite/complex_type.h	30	f2("Lorem ipsum")	CODE
LOW	…ms/cpp/core-test/src/binary_identity_resolver_test.cpp	318	CompositeKeySimple key("Lorem ipsum", Timestamp(112460, 163002155), 1337);	CODE
LOW	…ms/cpp/core-test/src/binary_reader_writer_raw_test.cpp	1379	std::string field1 = "Lorem ipsum";	CODE
LOW	modules/platforms/cpp/core-test/src/cache_test.cpp	766	PutGetStructWithEnumField(0, TestEnum::TEST_ZERO, "Lorem ipsum");	CODE
LOW	modules/platforms/cpp/core-test/src/cache_test.cpp	767	PutGetStructWithEnumField(1, TestEnum::TEST_NON_ZERO, "Lorem ipsum");	CODE
LOW	modules/platforms/cpp/core-test/src/future_test.cpp	89	std::string expected = "Lorem ipsum";	CODE
LOW	modules/platforms/cpp/core-test/src/future_test.cpp	239	std::string expected = "Lorem Ipsum";	CODE
LOW	…tforms/cpp/core-test/src/binary_reader_writer_test.cpp	1994	std::string field1 = "Lorem ipsum";	CODE
LOW	…les/platforms/cpp/core-test/src/binary_object_test.cpp	265	TestType some(31, 2314, 54363467, -534180269165, "Lorem ipsum", 45364.46462f, 0.0750732, true,	CODE
LOW	…rms/cpp/thin-client-test/include/ignite/complex_type.h	30	f2("Lorem ipsum")	CODE
LOW	…platforms/cpp/thin-client-test/src/scan_query_test.cpp	330	val.strField = "Lorem ipsum";	CODE
LOW	…rms/cpp/thin-client-test/src/sql_fields_query_test.cpp	235	val.strField = "Lorem ipsum";	CODE
LOW	…atforms/cpp/thin-client-test/src/cache_client_test.cpp	266	std::string valIn = "Lorem ipsum";	CODE
LOW	…atforms/cpp/thin-client-test/src/cache_client_test.cpp	341	std::string valIn = "Lorem ipsum";	CODE
LOW	…atforms/cpp/thin-client-test/src/cache_client_test.cpp	387	std::string valIn = "Lorem ipsum";	CODE
LOW	…atforms/cpp/thin-client-test/src/cache_client_test.cpp	1320	std::string valIn1 = "Lorem ipsum";	CODE
LOW	…atforms/cpp/thin-client-test/src/cache_client_test.cpp	1429	std::string valIn1 = "Lorem ipsum";	CODE
LOW	…atforms/cpp/thin-client-test/src/cache_client_test.cpp	1535	std::string valIn1 = "Lorem ipsum";	CODE
LOW	…atforms/cpp/thin-client-test/src/cache_client_test.cpp	1631	std::string valIn = "Lorem ipsum";	CODE
LOW	…atforms/cpp/thin-client-test/src/cache_client_test.cpp	1710	std::string valIn1 = "Lorem ipsum";	CODE
LOW	…atforms/cpp/thin-client-test/src/cache_client_test.cpp	1820	std::string valIn1 = "Lorem ipsum";	CODE
LOW	…atforms/cpp/thin-client-test/src/cache_client_test.cpp	1926	std::string valIn1 = "Lorem ipsum";	CODE
LOW	…s/cpp/examples/compute-example/src/compute_example.cpp	126	std::string testText = "Lorem ipsum dolor sit amet, consectetur adipiscing elit.";	CODE
LOW	…s/cpp/examples/compute-example/src/compute_example.cpp	126	std::string testText = "Lorem ipsum dolor sit amet, consectetur adipiscing elit.";	CODE
LOW	modules/platforms/cpp/odbc-test/include/complex_type.h	31	f2("Lorem ipsum")	CODE
LOW	modules/platforms/cpp/odbc-test/src/utility_test.cpp	61	std::string inStr3("Lorem ipsum");	CODE
LOW	modules/platforms/cpp/odbc-test/src/sql_types_test.cpp	162	in.strField = "Lorem Ipsum";	CODE
LOW⚡	…tforms/cpp/odbc-test/src/sql_string_functions_test.cpp	85	in.strField = "Lorem ipsum dolor";	CODE
LOW⚡	…tforms/cpp/odbc-test/src/sql_string_functions_test.cpp	95	in.strField = "Lorem ipsum dolor";	CODE
LOW⚡	…tforms/cpp/odbc-test/src/sql_string_functions_test.cpp	105	in.strField = "Lorem ipsum dolor sit amet,";	CODE
LOW⚡	…tforms/cpp/odbc-test/src/sql_string_functions_test.cpp	105	in.strField = "Lorem ipsum dolor sit amet,";	CODE
LOW⚡	…tforms/cpp/odbc-test/src/sql_string_functions_test.cpp	156	in.strField = "Lorem ipsum dolor sit amet, consectetur adipiscing elit";	CODE
LOW⚡	…tforms/cpp/odbc-test/src/sql_string_functions_test.cpp	156	in.strField = "Lorem ipsum dolor sit amet, consectetur adipiscing elit";	CODE
LOW⚡	…tforms/cpp/odbc-test/src/sql_string_functions_test.cpp	166	in.strField = "Lorem ipsum dolor sit amet, consectetur adipiscing elit";	CODE
LOW⚡	…tforms/cpp/odbc-test/src/sql_string_functions_test.cpp	166	in.strField = "Lorem ipsum dolor sit amet, consectetur adipiscing elit";	CODE
LOW⚡	…tforms/cpp/odbc-test/src/sql_string_functions_test.cpp	176	in.strField = "Lorem ipsum dolor sit amet, consectetur adipiscing elit";	CODE
LOW⚡	…tforms/cpp/odbc-test/src/sql_string_functions_test.cpp	176	in.strField = "Lorem ipsum dolor sit amet, consectetur adipiscing elit";	CODE
LOW⚡	…tforms/cpp/odbc-test/src/sql_string_functions_test.cpp	186	in.strField = " Lorem ipsum ";	CODE
LOW⚡	…tforms/cpp/odbc-test/src/sql_string_functions_test.cpp	190	CheckSingleResult<std::string>("SELECT {fn LTRIM(strField)} FROM TestType", "Lorem ipsum ");	CODE
LOW⚡	…tforms/cpp/odbc-test/src/sql_string_functions_test.cpp	196	in.strField = "Lorem ipsum dolor sit amet, consectetur adipiscing elit";	CODE
LOW⚡	…tforms/cpp/odbc-test/src/sql_string_functions_test.cpp	196	in.strField = "Lorem ipsum dolor sit amet, consectetur adipiscing elit";	CODE
LOW⚡	…tforms/cpp/odbc-test/src/sql_string_functions_test.cpp	206	in.strField = "Lorem ipsum dolor sit amet, consectetur adipiscing elit";	CODE
LOW⚡	…tforms/cpp/odbc-test/src/sql_string_functions_test.cpp	206	in.strField = "Lorem ipsum dolor sit amet, consectetur adipiscing elit";	CODE
LOW⚡	…tforms/cpp/odbc-test/src/sql_string_functions_test.cpp	324	in.strField = " Lorem ipsum ";	CODE
LOW⚡	…tforms/cpp/odbc-test/src/sql_string_functions_test.cpp	328	CheckSingleResult<std::string>("SELECT TRIM(BOTH FROM strField) FROM TestType", "Lorem ipsum");	CODE
LOW⚡	…tforms/cpp/odbc-test/src/sql_string_functions_test.cpp	334	in.strField = " Lorem ipsum ";	CODE
LOW⚡	…tforms/cpp/odbc-test/src/sql_string_functions_test.cpp	338	CheckSingleResult<std::string>("SELECT TRIM(LEADING FROM strField) FROM TestType", "Lorem ipsum ");	CODE
LOW⚡	…tforms/cpp/odbc-test/src/sql_string_functions_test.cpp	344	in.strField = " Lorem ipsum ";	CODE
LOW⚡	…tforms/cpp/odbc-test/src/sql_string_functions_test.cpp	348	CheckSingleResult<std::string>("SELECT TRIM(TRAILING FROM strField) FROM TestType", " Lorem ipsum");	CODE
LOW	…tforms/cpp/odbc-test/src/sql_string_functions_test.cpp	64	in.strField = "Lorem ipsum dolor";	CODE
LOW	…tforms/cpp/odbc-test/src/sql_string_functions_test.cpp	246	in.strField = " Lorem ipsum ";	CODE
LOW	…tforms/cpp/odbc-test/src/sql_string_functions_test.cpp	250	CheckSingleResult<std::string>("SELECT {fn RTRIM(strField)} FROM TestType", " Lorem ipsum");	CODE
15 more matches not shown…

Cross-Language Confusion9 hits · 42 pts

Severity	File	Line	Snippet	Context
HIGH	modules/ducktests/tests/ignitetest/utils/ignite_test.py	132	The clock is not affected by system clock updates. The reference point of the returned value is undefined,	STRING
HIGH	modules/ducktests/tests/ignitetest/utils/pause.py	20	Ducktape runs the test inside the ``ducker01`` container with stdin on /dev/null, so a test	STRING
HIGH	…ests/ignitetest/services/network_group/tc_rule_args.py	100	f"{{ {IPTABLES} -N {chain} 2>/dev/null \|\| true; }}",	CODE
HIGH⚡	…ests/ignitetest/services/network_group/tc_rule_args.py	119	return f"{IPTABLES} -F {chain} 2>/dev/null \|\| true"	CODE
HIGH⚡	…ests/ignitetest/services/network_group/tc_rule_args.py	131	f"{IPTABLES} -D INPUT -j $c 2>/dev/null; "	CODE
HIGH⚡	…ests/ignitetest/services/network_group/tc_rule_args.py	132	f"{IPTABLES} -D OUTPUT -j $c 2>/dev/null; "	CODE
HIGH	…sts/tests/ignitetest/services/network_group/manager.py	367	"sudo iptables -S 2>/dev/null \|\| true"	CODE
HIGH	…sts/tests/ignitetest/services/utils/control_utility.py	673	Parse java Map.toString() to python dict.	STRING
HIGH	…sts/tests/ignitetest/services/utils/control_utility.py	685	Parse java List.toString() to python list	STRING

Empty Error Handlers7 hits · 35 pts

Severity	File	Line	Snippet	Context
HIGH	modules/ducktests/tests/ignitetest/tests/auth_test.py	119	except ControlUtilityError:	CODE
HIGH	…ests/ignitetest/tests/control_utility/baseline_test.py	101	except ControlUtilityError:	CODE
HIGH	…s/ignitetest/tests/control_utility/consistency_test.py	102	except AssertionError:	CODE
HIGH	…s/ignitetest/tests/control_utility/consistency_test.py	115	except TimeoutError:	CODE
HIGH	…ules/ducktests/tests/ignitetest/utils/pause_control.py	129	except OSError:	CODE
HIGH	modules/ducktests/tests/ignitetest/utils/ignite_test.py	147	except RemoteCommandError:	CODE
HIGH	…ules/ducktests/tests/ignitetest/services/ignite_app.py	62	except TimeoutError:	CODE

Slop Phrases15 hits · 28 pts

Severity	File	Line	Snippet	Context
LOW	…s/code-snippets/k8s/stateful/statefulset-template.yaml	79	storage: "1Gi" # make sure to provide enought space for your application data	CODE
LOW	…s/code-snippets/k8s/stateless/deployment-template.yaml	88	storage: "1Gi" # make sure to provide enough space for your application data	CODE
MEDIUM	…te/loadtests/communication/GridIoManagerBenchmark.java	57	* By changing {@link #DFLT_CONFIG} constant you can use ForkJoin thread pool instead of JDK default.	COMMENT
LOW	…he/distributed/dht/GridPartitionedSingleGetFuture.java	908	// Don't forget to clean up.	COMMENT
LOW	…ssors/cache/distributed/dht/GridDhtTxFinishFuture.java	265	// Don't forget to clean up.	COMMENT
LOW	…sors/cache/distributed/dht/GridDhtTxPrepareFuture.java	1037	// Don't forget to clean up.	COMMENT
LOW	…istributed/near/GridNearOptimisticTxPrepareFuture.java	292	// Don't forget to clean up.	COMMENT
LOW	…ear/GridNearOptimisticSerializableTxPrepareFuture.java	253	// Don't forget to clean up.	COMMENT
LOW	…ocessors/cache/distributed/near/GridNearGetFuture.java	147	// Don't forget to clean up.	COMMENT
LOW	…ors/cache/distributed/near/GridNearTxFinishFuture.java	352	// Don't forget to clean up.	COMMENT
LOW	…ache/ignite/internal/pagemem/wal/record/WALRecord.java	317	* When you're adding a new record don't forget to choose record purpose explicitly	COMMENT
MEDIUM	…ing/weightedrandom/WeightedRandomLoadBalancingSpi.java	164	* Here is how you can configure {@link WeightedRandomLoadBalancingSpi} using Spring XML configuration:	COMMENT
MEDIUM	…adbalancing/roundrobin/RoundRobinLoadBalancingSpi.java	161	* Here is how you can configure {@link RoundRobinLoadBalancingSpi} using Spring XML configuration:	COMMENT
MEDIUM	…i/loadbalancing/adaptive/AdaptiveLoadBalancingSpi.java	240	* Here is how you can configure {@code GridJobsLoadBalancingSpi} using Spring XML configuration:	COMMENT
LOW	…in/java/org/apache/ignite/cache/query/QueryCursor.java	44	* Note: don't forget to close query cursors. Not doing so may lead to various resource leaks.	COMMENT

Structural Annotation Overuse8 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	…ms/dotnet/Apache.Ignite.Core/Impl/Binary/Marshaller.cs	329	// NOTE: This method results can't (easily) be cached because binary metadata is changing on the fly:	COMMENT
LOW	…he/ignite/util/GridCommandHandlerListSnapshotTest.java	412	// Step 1: Starting the cluster.	COMMENT
LOW	…he/ignite/util/GridCommandHandlerListSnapshotTest.java	423	// Step 2: Cache and snapshot creation, if any.	COMMENT
LOW⚡	…he/ignite/util/GridCommandHandlerListSnapshotTest.java	451	// Step 3: After the test snapshots are created, invoke optional test listener.	COMMENT
LOW⚡	…he/ignite/util/GridCommandHandlerListSnapshotTest.java	455	// Step 4: Prepare and invoke the snapshots list command.	COMMENT
LOW⚡	…he/ignite/util/GridCommandHandlerListSnapshotTest.java	467	// Step 5: Find the nodes in the output.	COMMENT
LOW⚡	…he/ignite/util/GridCommandHandlerListSnapshotTest.java	474	// Step 6: Ensure that there are no snapshots if none are expected and exit.	COMMENT
LOW⚡	…he/ignite/util/GridCommandHandlerListSnapshotTest.java	484	// Step 7: Find the test snapshots in the output.	COMMENT

Verbosity Indicators8 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	…e/ignite/internal/processors/job/GridJobProcessor.java	1505	// However we need to check if master is alive before job will get	COMMENT
LOW	…he/ignite/util/GridCommandHandlerListSnapshotTest.java	412	// Step 1: Starting the cluster.	COMMENT
LOW	…he/ignite/util/GridCommandHandlerListSnapshotTest.java	423	// Step 2: Cache and snapshot creation, if any.	COMMENT
LOW⚡	…he/ignite/util/GridCommandHandlerListSnapshotTest.java	451	// Step 3: After the test snapshots are created, invoke optional test listener.	COMMENT
LOW⚡	…he/ignite/util/GridCommandHandlerListSnapshotTest.java	455	// Step 4: Prepare and invoke the snapshots list command.	COMMENT
LOW⚡	…he/ignite/util/GridCommandHandlerListSnapshotTest.java	467	// Step 5: Find the nodes in the output.	COMMENT
LOW⚡	…he/ignite/util/GridCommandHandlerListSnapshotTest.java	474	// Step 6: Ensure that there are no snapshots if none are expected and exit.	COMMENT
LOW⚡	…he/ignite/util/GridCommandHandlerListSnapshotTest.java	484	// Step 7: Find the test snapshots in the output.	COMMENT

AI Slop Vocabulary5 hits · 14 pts

Severity	File	Line	Snippet	Context
MEDIUM	…/dotnet/Apache.Ignite.Core/Datastream/IDataStreamer.cs	69	/// <description>Automatic flush frequency in milliseconds. Essentially, this is the time	COMMENT
MEDIUM	…/Apache.Ignite.Core.Tests/Cache/CacheNodeFilterTest.cs	187	/// Tests Java and .NET nodes can utilize the same	COMMENT
MEDIUM	…rc/main/java/org/apache/ignite/IgniteDataStreamer.java	93	* {@link #autoFlushFrequency(long)} - automatic flush frequency in milliseconds. Essentially,	COMMENT
MEDIUM	…ssors/cache/distributed/dht/GridDhtTxLocalAdapter.java	502	existing.op(e.op()); // Absolutely must set operation, as default is DELETE.	CODE
MEDIUM	…les/ducktests/tests/ignitetest/tests/discovery_test.py	77	# Default maximum numbers of containers to utilize for the test.	COMMENT

Excessive Try-Catch Wrapping8 hits · 10 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/_docs/code-snippets/python/client_reconnect.py	47	print('Error: {}'.format(e))	CODE
LOW	modules/ducktests/tests/ignitetest/utils/pause.py	199	except Exception: # pylint: disable=broad-except	CODE
LOW	modules/ducktests/tests/ignitetest/utils/pause.py	219	except Exception as ex: # pylint: disable=broad-except	CODE
LOW	modules/ducktests/tests/ignitetest/utils/pause.py	433	except Exception as ex: # pylint: disable=broad-except	CODE
LOW	modules/ducktests/tests/ignitetest/utils/pause.py	475	except Exception: # pylint: disable=broad-except	CODE
MEDIUM	modules/ducktests/tests/ignitetest/utils/pause.py	430	def _section(self, describer):	CODE
LOW	…ules/ducktests/tests/ignitetest/services/ignite_app.py	67	except Exception:	CODE
LOW	…ducktests/tests/ignitetest/services/utils/log_utils.py	51	except Exception:	CODE

Decorative Section Separators3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	modules/ducktests/DEV_GUIDE.md	49	# ── 1. Start server nodes ──────────────────────────────	COMMENT
MEDIUM	modules/ducktests/DEV_GUIDE.md	57	# ── 2. Start a client application ──────────────────────	COMMENT
MEDIUM	modules/ducktests/DEV_GUIDE.md	72	# ── 3. Verify results ──────────────────────────────────	COMMENT

Unused Imports7 hits · 7 pts

Severity	File	Line	Context
LOW	docs/_docs/code-snippets/python/client_reconnect.py	19	CODE
LOW	…s/code-snippets/python/create_cache_with_properties.py	20	CODE
LOW	…s/code-snippets/python/create_cache_with_properties.py	21	CODE
LOW	modules/ducktests/tests/ignitetest/utils/__init__.py	20	CODE
LOW	modules/ducktests/tests/ignitetest/utils/__init__.py	20	CODE
LOW	modules/ducktests/tests/ignitetest/utils/__init__.py	20	CODE
LOW	modules/ducktests/tests/ignitetest/utils/__init__.py	20	CODE

Deep Nesting7 hits · 7 pts

Severity	File	Line	Context
LOW	…tests/tests/ignitetest/tests/cellular_affinity_test.py	149	CODE
LOW	modules/ducktests/tests/ignitetest/utils/_mark.py	86	CODE
LOW	…ducktests/tests/ignitetest/services/mdc/mdc_cluster.py	560	CODE
LOW	…sts/tests/ignitetest/services/network_group/manager.py	184	CODE
LOW	…ducktests/tests/ignitetest/services/utils/jvm_utils.py	225	CODE
LOW	…tests/ignitetest/services/utils/cdc/kafka_to_ignite.py	135	CODE
LOW	…les/ducktests/tests/checks/utils/check_parametrized.py	215	CODE

AI Structural Patterns5 hits · 5 pts

Severity	File	Line	Context
LOW	…ules/ducktests/tests/ignitetest/services/ignite_app.py	37	CODE
LOW	…ducktests/tests/ignitetest/services/mdc/mdc_cluster.py	100	CODE
LOW	…etest/services/utils/cdc/ignite_to_kafka_cdc_helper.py	141	CODE
LOW	…ests/tests/ignitetest/services/utils/ssl/ssl_params.py	47	CODE
LOW	…t/services/utils/ignite_configuration/communication.py	47	CODE

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/_docs/code-snippets/python/create_cache.py	23	# Create a cache	COMMENT

Example Usage Blocks2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	scripts/update-versions.sh	22	# Usage:	COMMENT
LOW	…net/Apache.Ignite.Core/Services/IServiceCallContext.cs	34	/// Usage example:	COMMENT

Redundant / Tautological Comments2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	…bility/src/test/resources/docker/build_docker_image.sh	53	# Set trap to restore git state on exit (success or failure)	COMMENT
LOW	…bility/src/test/resources/docker/build_docker_image.sh	116	# Check if archive exists	COMMENT

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	…tforms/cpp/thin-client/src/impl/notification_handler.h	177	// TODO: Add logging here once it's implemented.	COMMENT

Modern Structural Boilerplate1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	modules/ducktests/tests/ignitetest/utils/__init__.py	22	__all__ = ['ignore_if', 'ignite_versions', 'cluster', 'reproducer']	CODE

apache/ignite

Open-Source Code Quality, Security and Technical Debt Review