scylladb/scylladb

30.5

Adjusted Score

30.5

Raw Score

100%

Time Factor

2026-07-14

Last Push

15.7K

Stars

C++

Language

275.8K

Lines of Code

1.2K

Files

6.3K

Pattern Hits

2026-07-14

Scan Date

0.38

HC Hit Rate

What These Metrics Mean

Adjusted Score: Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score: The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor: The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits: Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate: High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files: Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 11HIGH 443MEDIUM 256LOW 5615

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 6325 distinct pattern matches across 23 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. 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 diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Hyper-Verbose Identifiers3605 hits · 3340 pts

Severity	File	Line	Snippet	Context
LOW	configure.py	295	def check_for_minimal_compiler_version(cxx):	CODE
LOW	configure.py	396	def resolve_compilers_for_compiler_cache(args, compiler_cache):	STRING
LOW	configure.py	1885	def get_clang_inline_threshold():	STRING
LOW	configure.py	2015	def prepare_advanced_optimizations(*, modes, build_modes, args):	STRING
LOW	configure.py	3193	def generate_compdb_for_cmake_build(source_dir, build_dir):	STRING
LOW	gen_segmented_compress_params.py	64	def best_nominal_data_size_for_bucket_size(chunk_size, bucket_size, n_values):	CODE
LOW	scylla-gdb.py	42	def get_template_arg_with_prefix(gdb_type, prefix):	CODE
LOW	scylla-gdb.py	529	def external_memory_footprint(self):	CODE
LOW	scylla-gdb.py	537	def deref_libcpp_hashtable_nodes_data_member(ptr):	CODE
LOW	scylla-gdb.py	2009	def find_single_sstable_readers():	CODE
LOW	scylla-gdb.py	2140	def has_enable_lw_shared_from_this(type):	CODE
LOW	scylla-gdb.py	2341	def summarize_inheriting_execution_stage(ies):	CODE
LOW	scylla-gdb.py	2360	def summarize_table_phased_barrier_users(db, barrier_name):	CODE
LOW	scylla-gdb.py	2371	def summarize_storage_proxy_coordinator_stats(sp):	CODE
LOW	scylla-gdb.py	2805	def get_seastar_memory_start_and_size():	CODE
LOW	scylla-gdb.py	2914	def is_seastar_allocator_used():	CODE
LOW	scylla-gdb.py	3490	def seastar_threads_on_current_shard():	CODE
LOW	scylla-gdb.py	3662	def external_memory_footprint(self):	CODE
LOW	scylla-gdb.py	3680	def external_memory_footprint(self):	CODE
LOW	scylla-gdb.py	3719	def external_memory_footprint(self):	CODE
LOW	scylla-gdb.py	4538	def get_gms_generation_or_version(i):	CODE
LOW	scylla-gdb.py	4608	def find_sstables_attached_to_tables():	CODE
LOW	scylla-gdb.py	4758	def dump_compaction_group_memtables(compaction_group):	CODE
LOW	scylla-gdb.py	4843	def _traverse_object_graph_breadth_first(address, max_depth, max_vertices, timeout_seconds, value_range_override):	CODE
LOW	scylla-gdb.py	4896	def _do_generate_object_graph(address, output_file, max_depth, max_vertices, timeout_seconds, value_range_override):	CODE
LOW	scylla-gdb.py	5526	def get_cql_type_deserializer(self, type_name):	CODE
LOW	scylla-gdb.py	5556	def parse_clustering_key_bytes(self, b):	CODE
LOW	scylla-gdb.py	5560	def parse_partition_key_bytes(self, b):	CODE
LOW	scylla-gdb.py	6000	def dump_reads_from_semaphore(semaphore):	CODE
LOW	scylla-gdb.py	6448	def _last_token_of_compaction_group(self, most_significant_bits, group):	CODE
LOW	idl-compiler.py	440	def to_string_send_fn_signature(self):	CODE
LOW	idl-compiler.py	449	def to_string_handle_ret_value(self):	CODE
LOW	idl-compiler.py	531	def handler_function_return_values(self):	CODE
LOW	idl-compiler.py	545	def send_function_return_type(self):	CODE
LOW	idl-compiler.py	560	def handler_function_parameters_str(self):	CODE
LOW	idl-compiler.py	570	def send_function_signature_params_list(self, include_placeholder_names, dst_type):	CODE
LOW	idl-compiler.py	583	def send_message_argument_list(self):	CODE
LOW	idl-compiler.py	629	def template_type_parse_action(tokens):	CODE
LOW	idl-compiler.py	663	def class_member_parse_action(tokens):	CODE
LOW	idl-compiler.py	686	def rpc_verb_param_parse_action(tokens):	CODE
LOW	idl-compiler.py	692	def rpc_verb_return_val_parse_action(tokens):	CODE
LOW	idl-compiler.py	1044	def add_param_writer_basic_type(name, base_state, typ, var_type="", var_index=None, root_node=False):	CODE
LOW	idl-compiler.py	891	def list_local_writable_types(t):	STRING
LOW	idl-compiler.py	1355	def register_writable_local_type(cls):	STRING
LOW	idl-compiler.py	1621	def generate_rpc_verbs_declarations(hout, module_name):	STRING
LOW	idl-compiler.py	1637	def generate_rpc_verbs_definitions(cout, module_name):	STRING
LOW	idl-compiler.py	1693	def setup_additional_metadata(tree, ns_context = [], parent_template_params=[]):	STRING
LOW	test/scylla_gdb/test_sstable_commands.py	39	def test_sstable_summary_output(gdb_cmd):	CODE
LOW	test/scylla_gdb/test_basic_commands.py	74	def test_nonexistent_scylla_command(gdb_cmd):	CODE
LOW	test/scylla_gdb/test_schema_commands.py	40	def test_generate_object_graph(gdb_cmd, request):	CODE
LOW	test/cluster/test_table_desc_read_barrier.py	19	async def test_table_desc_read_barrier(manager: ManagerClient) -> None:	CODE
LOW	…cluster/test_write_query_during_cql_server_shutdown.py	22	async def test_write_query_during_cql_server_shutdown(request: pytest.FixtureRequest, manager: ManagerClient) -> None:	CODE
LOW	test/cluster/test_replica_exceptions.py	85	async def test_replica_do_apply_rate_limit_no_cpp_exceptions(manager: ManagerClient):	CODE
LOW	test/cluster/test_replica_exceptions.py	107	async def test_replica_query_rate_limit_no_cpp_exceptions(manager: ManagerClient):	CODE
LOW	test/cluster/test_replica_exceptions.py	129	async def test_replica_writes_apply_counter_update_timeout(manager: ManagerClient):	CODE
LOW	test/cluster/test_replica_exceptions.py	152	async def test_replica_writes_do_apply_counter_update_timeout(manager: ManagerClient):	CODE
LOW	test/cluster/test_replica_exceptions.py	177	async def test_replica_database_apply_timeout(manager: ManagerClient):	CODE
LOW	test/cluster/test_deprecating_cluster_features.py	20	async def test_feature_deprecation_works(manager: ManagerClient) -> None:	CODE
LOW	test/cluster/test_deprecating_cluster_features.py	52	async def test_features_suppress_works(manager: ManagerClient, build_mode) -> None:	CODE
LOW	test/cluster/test_counter_write_timeout_metric.py	27	async def test_counter_write_timeout_updates_coordinator_metric(manager: ManagerClient):	CODE
3545 more matches not shown…

Cross-Language Confusion433 hits · 2378 pts

Severity	File	Line	Snippet	Context
HIGH	configure.py	2502	command = {ragel_exec} -G2 -o $out $in && sed -i -e '1h;2,$$H;$$!d;g' -re 's/static const char _nfa[^;]*;//g	CODE
HIGH	configure.py	2525	command = rm -rf $out && mkdir -p $out && cp $pkgs $out/	CODE
HIGH	configure.py	3091	command = ./configure.py --out={buildfile_final_name}.new --out-final-name={buildfile_final_name} $configure_a	CODE
HIGH	test/cluster/util.py	118	Polls system.topology until the transition_state column is null,	STRING
HIGH	test/cluster/test_ensure_committed_by_group0.py	34	# Simulate pre-group0 table (null) and recovery-mode table (false)	COMMENT
HIGH	test/cluster/test_incremental_repair.py	1087	# is false and being_repaired is null, so S1' lands in the UNREPAIRED view where	COMMENT
HIGH⚡	test/alternator/test_streams.py	479	events.append(['INSERT',{'c':c + '0','p':p},null,{'c':c + '0','a':0,'p':p}])	CODE
HIGH⚡	test/alternator/test_streams.py	483	events.append(['INSERT',{'c':c + '2','p':p},null,{'c':c + '2','a':2,'p':p}])	CODE
HIGH	test/alternator/test_streams.py	507	events.append(['INSERT',{'c':c,'p':p},null,{'c':c,'e':166,'g':166,'p':p}])	CODE
HIGH	test/alternator/test_streams.py	538	events.append(['INSERT',{'p':p},null,{'e':166,'g':166,'p':p}])	CODE
HIGH	test/alternator/test_item.py	50	# number, boolean, bytes, null, list, map, string set, number set,	COMMENT
HIGH⚡	test/alternator/test_manual_requests.py	491	'{"RequestItems": null}',	CODE
HIGH⚡	test/alternator/test_manual_requests.py	494	'{"RequestItems": {"__TABLE__": null}}',	CODE
HIGH⚡	test/alternator/test_manual_requests.py	495	'{"RequestItems": {"__TABLE__": [null]}}',	CODE
HIGH⚡	test/alternator/test_manual_requests.py	497	'{"RequestItems": {"__TABLE__": [{"PutRequest": null}]}}',	CODE
HIGH⚡	test/alternator/test_manual_requests.py	499	'{"RequestItems": {"__TABLE__": [{"PutRequest": {"Item": null}}]}}',	CODE
HIGH⚡	test/alternator/test_manual_requests.py	501	'{"RequestItems": {"__TABLE__": [{"DeleteRequest": null}]}}',	CODE
HIGH⚡	test/alternator/test_manual_requests.py	503	'{"RequestItems": {"__TABLE__": [{"DeleteRequest": {"Key": null}}]}}',	CODE
HIGH⚡	test/cqlpy/test_static.py	83	# column. Getting back just the static row, with r=null, would be wrong	COMMENT
HIGH⚡	test/cqlpy/test_cdc.py	73	cql.execute(f"insert into {table} (pk, v) values (1, null)")	CODE
HIGH⚡	test/cqlpy/test_type_decimal.py	325	# Java's BigDecimal.toString() specification.	COMMENT
HIGH⚡	test/cqlpy/test_type_decimal.py	329	# for DecimalType delegates to BigDecimal.toString(). This test can be	COMMENT
HIGH⚡	test/cqlpy/test_type_decimal.py	343	# (input, expected toJson output per Java BigDecimal.toString())	COMMENT
HIGH	test/cqlpy/test_uda.py	138	state_body = "(acc int, val int) CALLED ON NULL INPUT RETURNS int LANGUAGE lua AS 'if acc == null then return 999 el	CODE
HIGH⚡	test/cqlpy/test_null.py	259	# Cassandra considers the null subscript 'm[null]' to be an invalid request.	COMMENT
HIGH⚡	test/cqlpy/test_null.py	260	# In Scylla we decided to it differently (we think better): m[null] is simply	COMMENT
HIGH⚡	test/cqlpy/test_null.py	261	# a null, so the filter 'WHERE m[null] = 3' is not an error - it just doesn't	COMMENT
HIGH⚡	test/cqlpy/test_null.py	263	# and null < 2 are both defined as returning null), and will also allow us	COMMENT
HIGH⚡	test/cqlpy/test_null.py	74	cql.execute(f"INSERT INTO {table1} (p,c) VALUES ('{s}', null) IF NOT EXISTS")	CODE
HIGH⚡	test/cqlpy/test_null.py	76	cql.execute(f"INSERT INTO {table1} (p,c) VALUES (null, '{s}') IF NOT EXISTS")	CODE
HIGH⚡	test/cqlpy/test_null.py	88	cql.execute(f"BEGIN BATCH INSERT INTO {table1} (p,c) VALUES ('{s}', null);APPLY BATCH;")	CODE
HIGH⚡	test/cqlpy/test_null.py	90	cql.execute(f"BEGIN BATCH INSERT INTO {table1} (p,c) VALUES ('{s}', null) IF NOT EXISTS;APPLY BATCH;")	CODE
HIGH⚡	test/cqlpy/test_null.py	92	cql.execute(f"BEGIN BATCH INSERT INTO {table1} (p,c) VALUES (null, '{s}');APPLY BATCH;")	CODE
HIGH⚡	test/cqlpy/test_null.py	94	cql.execute(f"BEGIN BATCH INSERT INTO {table1} (p,c) VALUES (null, '{s}') IF NOT EXISTS;APPLY BATCH;")	CODE
HIGH⚡	test/cqlpy/test_null.py	121	cql.execute(cql.prepare(f"INSERT INTO {table2} (id,b,c) VALUES ('{key}',1,null)"))	CODE
HIGH⚡	test/cqlpy/test_null.py	124	cql.execute(cql.prepare(f"INSERT INTO {table2} (id,a,c) VALUES ('{key}',1,null)"))	CODE
HIGH⚡	test/cqlpy/test_null.py	301	cql.execute(f"INSERT INTO {table} (p,v) VALUES ({p}, ['hi', null])")	CODE
HIGH⚡	test/cqlpy/test_null.py	316	cql.execute(f"INSERT INTO {table} (p,v) VALUES ({p}, [1, null])")	CODE
HIGH	test/cqlpy/test_null.py	57	cql.execute(f"INSERT INTO {table1} (p,c) VALUES ('{s}', null)")	CODE
HIGH	test/cqlpy/test_null.py	59	cql.execute(f"INSERT INTO {table1} (p,c) VALUES (null, '{s}')")	CODE
HIGH	test/cqlpy/test_null.py	277	assert list(cql.execute(f"SELECT p FROM {table1} WHERE m[null] = 3 ALLOW FILTERING")) == []	CODE
HIGH	test/cqlpy/test_udf.py	104	lang_ret = "LANGUAGE java AS 'return null;'"	CODE
HIGH	test/cqlpy/test_materialized_view.py	198	# key column unset (aka null) do not get copied into the view.	COMMENT
HIGH	test/cqlpy/test_materialized_view.py	319	# "restriction '(xyz) IS NOT { null }' is only supported in materialized	COMMENT
HIGH	test/cqlpy/test_materialized_view.py	550	# be null, so it is pointless to require the "IS NOT NULL". However,	COMMENT
HIGH	test/cqlpy/test_materialized_view.py	204	cql.execute(f"INSERT INTO {table} (p,v) VALUES (17, null)")	CODE
HIGH⚡	test/cqlpy/test_vector_similarity.py	127	result = cql.execute(f"SELECT pk, similarity_{similarity_function}(null, [1.1, 1.2, 20.25]) FROM {table1}")	STRING
HIGH⚡	test/cqlpy/test_vector_similarity.py	130	result = cql.execute(f"SELECT pk, similarity_{similarity_function}(v1, null) FROM {table1}")	STRING
HIGH⚡	test/cqlpy/test_vector_similarity.py	134	cql.execute(f"SELECT pk, similarity_{similarity_function}(null, null) FROM {table1}")	STRING
HIGH	test/cqlpy/test_vector_similarity.py	99	cql.execute(f"SELECT pk, similarity_{similarity_function}(v1, [1.1, null, 20.25]) FROM {table1}")	STRING
HIGH	test/cqlpy/test_vector_similarity.py	318	result = cql.execute(f"SELECT pk, similarity_{similarity_function}(v, null) FROM {table}")	STRING
HIGH⚡	test/cqlpy/test_json.py	283	cql.execute(f"INSERT INTO {table1} (p, v) VALUES ({p}, fromJson(null))")	STRING
HIGH⚡	test/cqlpy/test_json.py	402	cql.execute(stmt, [p, '["a", null]'])	STRING
HIGH⚡	test/cqlpy/test_json.py	404	cql.execute(stmt, [p, '[null, 2]'])	STRING
HIGH⚡	test/cqlpy/test_json.py	411	cql.execute(stmt, [p, '["a", null]'])	STRING
HIGH⚡	test/cqlpy/test_json.py	565	assert list(cql.execute(f"SELECT JSON tup from {table1} where p = {p}")) == [('{"tup": ["hello", null]}',)]	STRING
HIGH⚡	test/cqlpy/test_json.py	569	assert list(cql.execute(f"SELECT JSON t1 from {table1} where p = {p}")) == [('{"t1": {"t": "hello", "b": null}}',)]	STRING
HIGH	test/cqlpy/test_json.py	531	'ttl(v)': '{"ttl(v)": null}',	STRING
HIGH	test/cqlpy/test_json.py	592	'ttl(v)': '{"ttl(v)": null}',	STRING
HIGH	test/cqlpy/test_json.py	593	'ttl(v) as hi': '{"hi": null}',	STRING
373 more matches not shown…

Over-Commented Block767 hits · 574 pts

Severity	File	Line	Snippet	Context
LOW	CMakeLists.txt	61	# Since gcc 13, libgcc doesn't need the exception workaround	COMMENT
LOW	configure.py	301		COMMENT
LOW	configure.py	1961	# know the path it will be installed to, so for now use a very long	COMMENT
LOW	configure.py	2081	build {profile_target}: xz_uncompress {default_profile_archive_path}	COMMENT
LOW	configure.py	2161	# By itself, it results in both DW_AT_name and DW_AT_comp_dir being	COMMENT
LOW	install.sh	41	# A pathname has three components: "$root/$prefix/$rest".	COMMENT
LOW	coverage_excludes.txt	1	# This file contains regx patterns that should be	COMMENT
LOW	install-dependencies.sh	1	#!/bin/bash -e	COMMENT
LOW	test/CMakeLists.txt	1	find_package(jsoncpp REQUIRED)	COMMENT
LOW	test/pytest.ini	41	skip_bug(link=..., reason=...): Skip due to a known bug (link = issue URL, reason = human-readable explanation).	COMMENT
LOW	test/cluster/test_session_abort_repair_meta.py	61	token = -1	COMMENT
LOW	test/cluster/test_tablet_stats.py	121	# the schema change listener is still registered.	COMMENT
LOW	test/cluster/test_ttl_row.py	1	# Copyright (C) 2025-present ScyllaDB	COMMENT
LOW	test/cluster/test_ttl_row.py	121	# so the ALTER TABLE work doesn't pollute the ms_statement	COMMENT
LOW	test/cluster/test_topology_smp.py	21		COMMENT
LOW	test/cluster/test_table_drop.py	101	# Drop the table while streaming is paused. With the stream_in_progress	COMMENT
LOW	…t_group0_recovers_after_partial_command_application.py	81	# Before restarting, enable an error injection which causes the state	COMMENT
LOW	test/cluster/test_alternator.py	1	#	COMMENT
LOW	test/cluster/test_alternator.py	161	# happened, and certainly several scans, all taking CPU which we expect	COMMENT
LOW	test/cluster/test_alternator.py	261	# Run two Scylla nodes telling both their broadcast_rpc_address is 127.0.0.0	COMMENT
LOW	test/cluster/test_alternator.py	401	# return just one node - not both. Reproduces #19694 (two nodes used to	COMMENT
LOW	test/cluster/test_alternator.py	881	if hasattr(self, 'exception'):	COMMENT
LOW	test/cluster/test_alternator.py	901	# the operations are sent to different nodes - because a single node	COMMENT
LOW	test/cluster/test_commitlog.py	21	# Check that commitlog provides durability in case of a node reboot.	COMMENT
LOW	test/cluster/test_topology_remove_decom.py	41	table = await random_tables.add_table(ncolumns=5)	COMMENT
LOW	…cluster/test_sstable_compression_dictionaries_basic.py	461	# Flush to get initial sstables	COMMENT
LOW	…cluster/test_sstable_compression_dictionaries_basic.py	481	# "group": "compression_parameters"	COMMENT
LOW	test/cluster/test_bti_index.py	101		COMMENT
LOW	test/cluster/test_tablets_lwt.py	201	consistency_level=ConsistencyLevel.SERIAL))	COMMENT
LOW	test/cluster/test_tablets_lwt.py	641	#	COMMENT
LOW	test/cluster/test_tablets_lwt.py	701	# The scenario is similar to the write-uncertainty test:	COMMENT
LOW	test/cluster/test_view_building_coordinator.py	801	# Scenario:	COMMENT
LOW	test/cluster/test_view_building_coordinator.py	1001		COMMENT
LOW	test/cluster/test_fencing.py	301	# the fourth replica may also return a failure, making the possible outcomes 2 or 3 failures.	COMMENT
LOW	test/cluster/test_fencing.py	321	# is already in the 'normal' state, but update_peer_info is not called because gossiper	COMMENT
LOW	test/cluster/test_incremental_repair.py	941	await coord_log.wait_for(f'Stopping.*ongoing compactions for table {ks}.test', from_mark=s1_mark)	COMMENT
LOW	test/cluster/test_incremental_repair.py	1041	repair_response = await manager.api.tablet_repair(	COMMENT
LOW	test/cluster/test_incremental_repair.py	1061	#	COMMENT
LOW	test/cluster/test_incremental_repair.py	1081	target = servers[1]	COMMENT
LOW	test/cluster/test_incremental_repair.py	1241	# Tombstone GC safety tests	COMMENT
LOW	test/cluster/test_incremental_repair.py	1261	# delivered during that repair. repair_time must NOT advance (the guard in	COMMENT
LOW	test/cluster/test_change_ip.py	101	return None	COMMENT
LOW	test/cluster/test_raft_no_quorum.py	41	# if the majority of the cluster is not available.	COMMENT
LOW	test/cluster/test_vector_store.py	1	#	COMMENT
LOW	test/cluster/test_unfinished_writes_during_shutdown.py	121	# messaging service is shut down, so MUTATION_DONE from the other	COMMENT
LOW	test/cluster/tasks/__init__.py	1	#	COMMENT
LOW	test/cluster/tasks/test_tablet_tasks.py	681	# Start wait_for_task which enters tablet_virtual_task::wait().	COMMENT
LOW	test/cluster/object_store/test_backup.py	281	def list_sstables():	COMMENT
LOW	test/cluster/auth_cluster/conftest.py	1	#	COMMENT
LOW	test/cluster/auth_cluster/__init__.py	1	#	COMMENT
LOW	test/cluster/storage/__init__.py	1	#	COMMENT
LOW	test/cluster/storage/test_out_of_space_prevention.py	721	shutil.copy2(os.path.join(snapshots_dir, fname), os.path.join(upload_dir, fname))	COMMENT
LOW	test/cluster/dtest/schema_management_test.py	461	# entry being preempted.	COMMENT
LOW	test/cluster/dtest/alternator/__init__.py	1	#	COMMENT
LOW	test/cluster/dtest/alternator/utils/__init__.py	1	#	COMMENT
LOW	test/cluster/dtest/tools/__init__.py	1	#	COMMENT
LOW	test/cluster/dtest/ccmlib/__init__.py	1	#	COMMENT
LOW	test/cluster/lwt/__init__.py	1	#	COMMENT
LOW	test/cluster/random_failures/cluster_events.py	101	#	COMMENT
LOW	test/cluster/mv/test_mv_delete_partitions.py	41	tasks = [asyncio.create_task(do_inserts(i)) for i in range(concurrency)]	COMMENT
707 more matches not shown…

Unused Imports365 hits · 344 pts

Severity	File	Line	Context
LOW	test.py	10	CODE
LOW	test/scylla_gdb/gdb_utils.py	15	CODE
LOW	…cluster/test_write_query_during_cql_server_shutdown.py	11	CODE
LOW	…cluster/test_write_query_during_cql_server_shutdown.py	12	CODE
LOW	…cluster/test_write_query_during_cql_server_shutdown.py	17	CODE
LOW	…cluster/test_write_query_during_cql_server_shutdown.py	17	CODE
LOW	test/cluster/test_deprecating_cluster_features.py	6	CODE
LOW	test/cluster/test_deprecating_cluster_features.py	11	CODE
LOW	test/cluster/test_restart_cluster.py	13	CODE
LOW	test/cluster/test_change_replication_factor_1_to_0.py	12	CODE
LOW	test/cluster/test_change_replication_factor_1_to_0.py	16	CODE
LOW	test/cluster/test_counter_write_timeout_metric.py	14	CODE
LOW	test/cluster/conftest.py	9	CODE
LOW	test/cluster/test_zero_token_nodes_no_replication.py	6	CODE
LOW	test/cluster/test_zero_token_nodes_no_replication.py	14	CODE
LOW	test/cluster/test_uninitialized_conns_semaphore.py	9	CODE
LOW	test/cluster/test_rpc_compression.py	11	CODE
LOW	test/cluster/test_rpc_compression.py	15	CODE
LOW	test/cluster/test_rpc_compression.py	21	CODE
LOW	test/cluster/test_rpc_compression.py	22	CODE
LOW	test/cluster/test_tools_perf.py	5	CODE
LOW	test/cluster/test_tools_perf.py	7	CODE
LOW	…cluster/test_gossiper_empty_self_id_on_shadow_round.py	8	CODE
LOW	…cluster/test_gossiper_empty_self_id_on_shadow_round.py	13	CODE
LOW	…t/cluster/test_start_bootstrapped_with_invalid_seed.py	7	CODE
LOW	test/cluster/test_topology_smp.py	15	CODE
LOW	…luster/test_remove_rpc_client_with_pending_requests.py	10	CODE
LOW	test/cluster/test_tablets_intranode.py	6	CODE
LOW	test/cluster/test_tablets_intranode.py	6	CODE
LOW	test/cluster/test_tablets_intranode.py	10	CODE
LOW	test/cluster/test_tablets_intranode.py	18	CODE
LOW	test/cluster/test_tablets_intranode.py	19	CODE
LOW	test/cluster/test_guardrails.py	9	CODE
LOW	test/cluster/test_guardrails.py	16	CODE
LOW	test/cluster/test_raft_cluster_features.py	15	CODE
LOW	test/cluster/test_boot_nodes.py	7	CODE
LOW	test/cluster/test_remove_alive_node.py	6	CODE
LOW	test/cluster/test_remove_alive_node.py	8	CODE
LOW	test/cluster/test_remove_alive_node.py	10	CODE
LOW	test/cluster/test_replace_with_same_ip_twice.py	9	CODE
LOW	test/cluster/test_truncate_concurrent_writes.py	8	CODE
LOW	test/cluster/test_truncate_concurrent_writes.py	8	CODE
LOW	test/cluster/test_truncate_concurrent_writes.py	12	CODE
LOW	test/cluster/test_truncate_concurrent_writes.py	15	CODE
LOW	test/cluster/test_truncate_concurrent_writes.py	16	CODE
LOW	test/cluster/test_truncate_concurrent_writes.py	17	CODE
LOW	test/cluster/test_truncate_concurrent_writes.py	18	CODE
LOW	test/cluster/test_multidc.py	8	CODE
LOW	test/cluster/test_raft_voters.py	9	CODE
LOW	test/cluster/test_raft_snapshot_request.py	8	CODE
LOW	…ter/test_sstable_compression_dictionaries_autotrain.py	8	CODE
LOW	…ter/test_sstable_compression_dictionaries_autotrain.py	12	CODE
LOW	test/cluster/test_node_isolation.py	9	CODE
LOW	test/cluster/test_node_isolation.py	9	CODE
LOW	test/cluster/test_node_isolation.py	9	CODE
LOW	test/cluster/test_node_isolation.py	10	CODE
LOW	test/cluster/test_node_isolation.py	10	CODE
LOW	test/cluster/test_node_isolation.py	11	CODE
LOW	test/cluster/test_node_isolation.py	12	CODE
LOW	test/cluster/test_node_isolation.py	13	CODE
305 more matches not shown…

Decorative Section Separators103 hits · 343 pts

Severity	File	Line	Snippet	Context
MEDIUM	test/cluster/test_change_rpc_address.py	49	# ----------	COMMENT
MEDIUM	test/cluster/test_change_rpc_address.py	72	# ----------	COMMENT
MEDIUM	test/cluster/test_incremental_repair.py	1240	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	test/cluster/test_incremental_repair.py	1272	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	test/pylib/skip_types.py	86	# ── Convenience wrappers ────────────────────────────────────────────────	COMMENT
MEDIUM	test/dist_test/test_coredump_setup.py	13	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	test/dist_test/test_coredump_setup.py	16	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	27	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	29	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	91	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	93	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	139	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	141	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	166	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	168	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	236	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	238	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	285	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	287	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	331	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	333	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	390	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	392	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	439	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	441	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	511	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	513	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	542	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	544	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	666	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	668	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	720	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	722	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_replica_guardrail_cql_warnings.py	63	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_replica_guardrail_cql_warnings.py	65	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_replica_guardrail_cql_warnings.py	120	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_replica_guardrail_cql_warnings.py	122	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_replica_guardrail_cql_warnings.py	154	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_replica_guardrail_cql_warnings.py	156	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_replica_guardrail_cql_warnings.py	213	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_replica_guardrail_cql_warnings.py	215	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_replica_guardrail_cql_warnings.py	275	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_replica_guardrail_cql_warnings.py	277	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_replica_guardrail_cql_warnings.py	314	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_replica_guardrail_cql_warnings.py	316	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_replica_guardrail_cql_warnings.py	368	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_replica_guardrail_cql_warnings.py	370	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	test/cqlpy/test_describe.py	714	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	test/cqlpy/test_describe.py	3325	### ===========================================================================	COMMENT
MEDIUM	test/cqlpy/test_describe.py	841	# -----------------------------------------------------------------------------	STRING
MEDIUM	test/cqlpy/test_describe.py	1550	### ---------------------------------------------------------------------------	STRING
MEDIUM	test/cqlpy/test_describe.py	1729	### ===========================================================================	STRING
MEDIUM⚡	test/cqlpy/test_bypass_large_data_guardrails.py	54	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_bypass_large_data_guardrails.py	56	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	test/cqlpy/test_vector_search_rescoring_with_mock.py	23	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	test/cqlpy/test_vector_search_rescoring_with_mock.py	25	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	test/cqlpy/test_vector_search_rescoring_with_mock.py	62	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	test/cqlpy/test_vector_search_rescoring_with_mock.py	64	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_vector_search_rescoring_with_mock.py	108	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/cqlpy/test_vector_search_rescoring_with_mock.py	110	# ---------------------------------------------------------------------------	COMMENT
43 more matches not shown…

Self-Referential Comments95 hits · 286 pts

Severity	File	Line	Snippet	Context
MEDIUM	install-dependencies.sh	3	# This file is open source software, licensed to you under the terms	COMMENT
MEDIUM	install-dependencies.sh	272	# Create the antlr3 wrapper script	COMMENT
MEDIUM	test/cluster/test_ttl_row.py	87	# Create a test table with attribute "e" that will later function	COMMENT
MEDIUM	test/cluster/test_ttl_row.py	187	# Create a test table per-row TTL on attribute "e"	COMMENT
MEDIUM	test/cluster/test_ttl_row.py	317	# Create a test table, don't enable TTL yet to give us time to check	COMMENT
MEDIUM	test/cluster/test_truncate_with_tablets.py	34	# Create a keyspace with tablets and initial_tablets == 2, then insert data	COMMENT
MEDIUM	test/cluster/test_truncate_with_tablets.py	88	# Create a keyspace with tablets and initial_tablets == 2, then insert data	COMMENT
MEDIUM	test/cluster/test_truncate_with_tablets.py	136	# Create a keyspace with tablets and initial_tablets == 2, then insert data	COMMENT
MEDIUM	test/cluster/test_truncate_with_tablets.py	182	# Create a keyspace with tablets and initial_tablets == 2, then insert data	COMMENT
MEDIUM	test/cluster/test_truncate_with_tablets.py	227	# Create a keyspace with tablets and initial_tablets == 2, then insert data	COMMENT
MEDIUM	test/cluster/test_truncate_with_tablets.py	309	# Create a keyspace with tablets and initial_tablets == 2, then insert data	COMMENT
MEDIUM	test/cluster/test_view_build_status.py	58	# Create a materialized view and check that the view's build status	COMMENT
MEDIUM	test/cluster/test_alternator.py	618	# Create a new role "user2" and make a new connection "alternator2" with it:	COMMENT
MEDIUM	test/cluster/test_alternator.py	792	# Create a table with tablets and GSI or LSI - should fail because the keyspace is not RF-rack-valid	COMMENT
MEDIUM	test/cluster/test_alternator.py	801	# Create a table with tablets and no indexes, then add a GSI - the update should fail	COMMENT
MEDIUM	test/cluster/test_alternator.py	1176	# Create a new table, write 10 different items to it and then read them	COMMENT
MEDIUM	test/cluster/test_vnodes_to_tablets_migration.py	270	# Create the table with minor compaction disabled to ensure that Scylla	COMMENT
MEDIUM	test/cluster/test_truncate_with_drop.py	21	# Create a keyspace	COMMENT
MEDIUM	test/cluster/test_truncate_with_drop.py	52	# Create a keyspace	COMMENT
MEDIUM	test/cluster/test_sstable_compression_config.py	169	# Create a table with GSI, LSI and Streams	COMMENT
MEDIUM	test/cluster/test_audit.py	1770	# Create a session with the ADMIN category disabled to validate that	COMMENT
MEDIUM	test/cluster/test_logstor.py	194	# Create a large value of approximately 100KB, close to segment size	COMMENT
MEDIUM	test/cluster/test_tablets_merge.py	617	# Create a table which will go through 3 merge cycles.	COMMENT
MEDIUM	test/cluster/test_concurrent_schema.py	42	# Create a bunch of futures to run in parallel (in aws list)	COMMENT
MEDIUM	test/cluster/test_proxy_protocol.py	199	# Create a socket and connect	COMMENT
MEDIUM	test/cluster/test_proxy_protocol.py	631	# Create a connection that stays open	COMMENT
MEDIUM	test/cluster/test_vector_store.py	36	# Creating a vector store index should succeed.	COMMENT
MEDIUM	test/cluster/test_tablets.py	1911	# Create the table, insert data and flush	COMMENT
MEDIUM	test/cluster/test_tablets.py	2302	# Create a table, which should prevent the coordinator from sleeping	COMMENT
MEDIUM	test/cluster/test_cdc_with_tablets.py	104	# Create a table with CDC, then disable CDC and drop the CDC log table, and create CDC again.	COMMENT
MEDIUM	test/cluster/test_cdc_with_tablets.py	369	# Create a CDC table with short TTL, then split the tablets to create a new stream set,	COMMENT
MEDIUM	…t_service_levels_tolerate_invalid_role_grants_graph.py	28	# Create an invalid state by simulating two cyclic GRANTs.	COMMENT
MEDIUM	…t_service_levels_tolerate_invalid_role_grants_graph.py	60	# Create a connection to a role that does not exist.	COMMENT
MEDIUM	test/cluster/auth_cluster/test_startup_response.py	32	# Define a custom connection class that hangs on startup response	COMMENT
MEDIUM⚡	test/cluster/auth_cluster/test_raft_service_levels.py	333	# Create a service level and attach it to the default cassandra user	COMMENT
MEDIUM	test/cluster/auth_cluster/test_raft_service_levels.py	774	# Create a service level and a user attached to it.	COMMENT
MEDIUM	test/cluster/dtest/alternator_tests.py	426	# Create the table, access it through the two connections, r1 and r2:	COMMENT
MEDIUM	test/cluster/mv/test_mv_with_tablets_restrictions.py	124	# Create a keyspace and MV/index/vector with RF=Racks	COMMENT
MEDIUM	test/cluster/mv/tablets/test_mv_tablets.py	139	# Create a table with an LSI	COMMENT
MEDIUM	test/cluster/mv/tablets/test_mv_tablets.py	243	# Create a table with an LSI, using tablets. Use just 1 tablets,	COMMENT
MEDIUM	test/alternator/test_streams.py	1534	# Create an item	COMMENT
MEDIUM	test/alternator/test_scylla.py	5	# This file contains tests which check Scylla-specific features that do	COMMENT
MEDIUM	test/alternator/conftest.py	5	# This file contains "test fixtures", a pytest concept described in	COMMENT
MEDIUM	test/alternator/util.py	113	# The following function, multiset() converts the list into a multiset	COMMENT
MEDIUM	test/alternator/test_condition_expression.py	1811	# Create an empty item with key p, but only if no item with p exists yet.	COMMENT
MEDIUM	test/alternator/test_condition_expression.py	1832	# Create an empty item with key p, but only an item with p exists yet.	COMMENT
MEDIUM	test/alternator/test_encoding.py	38	# This file is related to issue #19770.	COMMENT
MEDIUM	test/alternator/test_expression_caching.py	16	# This file contains tests for the Alternator expression caching.	COMMENT
MEDIUM	test/alternator/test_compressed_response.py	351	# The following method, from the botocore.auth.SigV4Auth, describes how header values are normalized	COMMENT
MEDIUM	test/alternator/test_gsi.py	409	# Create a new GSI row (x1), see that it appears	COMMENT
MEDIUM	test/alternator/test_gsi.py	458	# Create a new GSI row (x1), see that it appears	COMMENT
MEDIUM	test/alternator/test_authorization.py	185	# Create a new list of signed header names with the same capitalization	COMMENT
MEDIUM	test/alternator/test_vector.py	898	# Create the table without a vector index, and add it later:	COMMENT
MEDIUM	test/alternator/test_cql_rbac.py	61	# Create a new DynamoDB API resource (connection object) similar to the	COMMENT
MEDIUM⚡	test/alternator/test_lsi.py	832	# Create an item with the LSI key column 'b' set to b1.	COMMENT
MEDIUM	test/alternator/test_lsi.py	806	# Create an item with the LSI key column 'b'.	COMMENT
MEDIUM	test/alternator/test_lsi.py	855	# Create an item with the LSI key column 'b'.	COMMENT
MEDIUM	test/alternator/test_lsi.py	892	# Create a base table with base_keys and the two LSIs with the	COMMENT
MEDIUM	test/pylib/random_tables.py	6	"""This module provides helper classes to manage CQL tables, perform random schema changes,	STRING
MEDIUM⚡	test/cqlpy/test_secondary_index.py	109	# Creating an index should succeed, even though its default name is taken	COMMENT
35 more matches not shown…

Deep Nesting373 hits · 285 pts

Severity	File	Line	Context
LOW	configure.py	71	CODE
LOW	configure.py	255	CODE
LOW	configure.py	2015	CODE
LOW	configure.py	2456	CODE
LOW	fix_system_distributed_tables.py	90	CODE
LOW	gen_segmented_compress_params.py	92	CODE
LOW	scylla-gdb.py	1405	CODE
LOW	scylla-gdb.py	1501	CODE
LOW	scylla-gdb.py	352	CODE
LOW	scylla-gdb.py	1864	CODE
LOW	scylla-gdb.py	2927	CODE
LOW	scylla-gdb.py	3074	CODE
LOW	scylla-gdb.py	3941	CODE
LOW	scylla-gdb.py	4662	CODE
LOW	scylla-gdb.py	4761	CODE
LOW	scylla-gdb.py	4843	CODE
LOW	scylla-gdb.py	6535	CODE
LOW	scylla-gdb.py	6586	CODE
LOW	idl-compiler.py	1120	CODE
LOW	idl-compiler.py	1602	CODE
LOW	idl-compiler.py	1673	CODE
LOW	idl-compiler.py	1693	CODE
LOW	tools/scyllatop/livedata.py	55	CODE
LOW	test/cluster/conftest.py	219	CODE
LOW	test/cluster/test_zero_token_nodes_no_replication.py	19	CODE
LOW	test/cluster/test_tablets_migration.py	120	CODE
LOW	test/cluster/test_tablets_migration.py	193	CODE
LOW	test/cluster/test_tablets_migration.py	220	CODE
LOW	test/cluster/util.py	277	CODE
LOW	test/cluster/util.py	294	CODE
LOW	test/cluster/test_guardrails.py	66	CODE
LOW	test/cluster/test_tablets2.py	884	CODE
LOW	test/cluster/test_tablet_repair_scheduler.py	565	CODE
LOW	test/cluster/test_tablet_repair_scheduler.py	607	CODE
LOW	test/cluster/test_strong_consistency.py	368	CODE
LOW	test/cluster/test_alternator.py	429	CODE
LOW	test/cluster/test_alternator.py	905	CODE
LOW	test/cluster/test_alternator.py	971	CODE
LOW	test/cluster/test_alternator.py	1020	CODE
LOW	test/cluster/test_alternator.py	1072	CODE
LOW	test/cluster/test_alternator.py	1084	CODE
LOW	test/cluster/test_audit.py	708	CODE
LOW	test/cluster/test_audit.py	1458	CODE
LOW	test/cluster/test_audit.py	1780	CODE
LOW	…cluster/test_sstable_compression_dictionaries_basic.py	403	CODE
LOW	…cluster/test_sstable_compression_dictionaries_basic.py	464	CODE
LOW	test/cluster/test_view_building_coordinator.py	371	CODE
LOW	test/cluster/test_cdc_with_alter.py	19	CODE
LOW	test/cluster/test_cdc_with_alter.py	43	CODE
LOW	test/cluster/test_proxy_protocol.py	522	CODE
LOW	test/cluster/test_incremental_repair.py	74	CODE
LOW	test/cluster/test_incremental_repair.py	361	CODE
LOW	test/cluster/test_incremental_repair.py	1014	CODE
LOW	test/cluster/test_size_based_load_balancing.py	19	CODE
LOW	test/cluster/test_tablets.py	147	CODE
LOW	test/cluster/test_encryption.py	450	CODE
LOW	test/cluster/test_encryption.py	460	CODE
LOW	test/cluster/object_store/test_backup.py	498	CODE
LOW	test/cluster/object_store/test_backup.py	557	CODE
LOW	test/cluster/object_store/test_backup.py	1075	CODE
313 more matches not shown…

Excessive Try-Catch Wrapping198 hits · 212 pts

Severity	File	Line	Snippet	Context
LOW	fix_system_distributed_tables.py	126	except Exception:	CODE
LOW	fix_system_distributed_tables.py	129	except Exception:	CODE
LOW	test.py	206	except Exception:	STRING
LOW	test.py	392	except Exception as e:	STRING
MEDIUM	scylla-gdb.py	820	def __len__(self):	CODE
MEDIUM	scylla-gdb.py	2158	def _no_esft_type(self):	CODE
MEDIUM	scylla-gdb.py	4589	def __partitions(self, table):	CODE
LOW	scylla-gdb.py	1465	except Exception as e:	CODE
LOW	scylla-gdb.py	1511	except Exception as e:	CODE
LOW	scylla-gdb.py	2094	except Exception:	CODE
LOW	scylla-gdb.py	4563	except Exception as e:	CODE
LOW	scylla-gdb.py	4570	except Exception:	CODE
LOW	scylla-gdb.py	6316	except Exception as e:	CODE
LOW	scylla-gdb.py	6547	except Exception as e:	CODE
LOW	tools/scyllatop/collectd.py	28	except Exception as e:	CODE
MEDIUM	tools/scyllatop/collectd.py	24	def __init__(self, socketName):	CODE
LOW	tools/scyllatop/scyllatop.py	38	except Exception as inst:	CODE
LOW	tools/scyllatop/scyllatop.py	90	except Exception as inst:	CODE
MEDIUM	tools/scyllatop/scyllatop.py	21	def shell():	CODE
LOW	test/cluster/test_replica_exceptions.py	68	except Exception:	CODE
LOW	test/cluster/test_replica_exceptions.py	73	except Exception:	CODE
LOW	test/cluster/test_change_replication_factor_1_to_0.py	55	except Exception as e:	CODE
LOW	test/cluster/test_counter_write_timeout_metric.py	60	except Exception:	CODE
LOW	test/cluster/test_rpc_compression.py	48	except Exception as e:	CODE
LOW	test/cluster/test_tools_perf.py	25	except Exception as e:	CODE
LOW	test/cluster/test_split_after_merge_repair_race.py	88	except Exception as e:	CODE
LOW	test/cluster/test_split_after_merge_repair_race.py	97	except Exception as e:	CODE
LOW	test/cluster/test_split_after_merge_repair_race.py	299	except Exception as e:	CODE
LOW	test/cluster/test_internode_compression.py	66	except Exception as e:	CODE
LOW	test/cluster/test_internode_compression.py	91	except Exception as e:	CODE
LOW	test/cluster/test_ip_mappings.py	37	except Exception:	CODE
LOW	test/cluster/util.py	307	except Exception as e:	CODE
MEDIUM	test/cluster/test_tablet_repair_scheduler.py	217	def run_repair(state):	CODE
LOW	test/cluster/test_tablet_repair_scheduler.py	221	except Exception as e:	CODE
LOW	test/cluster/test_table_drop.py	127	except Exception as e:	CODE
LOW	test/cluster/test_table_drop.py	138	except Exception as e:	CODE
LOW	test/cluster/test_table_drop.py	170	except Exception:	CODE
LOW	test/cluster/test_strong_consistency.py	899	except Exception as e:	CODE
LOW	test/cluster/test_strong_consistency.py	937	except Exception as e:	CODE
LOW	test/cluster/test_strong_consistency.py	1185	except Exception as e:	CODE
LOW	test/cluster/test_cdc_generation_data.py	68	except Exception:	CODE
LOW	test/cluster/test_alternator.py	426	except Exception as e:	CODE
LOW	test/cluster/test_zero_token_nodes_multidc.py	67	except Exception:	CODE
LOW⚡	test/cluster/test_topology_remove_decom.py	150	except Exception as e:	CODE
LOW	test/cluster/test_audit.py	549	except Exception as e:	CODE
LOW	test/cluster/test_audit.py	1830	except Exception:	CODE
LOW	test/cluster/test_rest_api_on_startup.py	38	except Exception as ex:	CODE
LOW	test/cluster/test_batchlog_manager.py	49	except Exception as e:	CODE
LOW	test/cluster/test_batchlog_manager.py	110	except Exception as e:	CODE
LOW	test/cluster/test_batchlog_manager.py	173	except Exception as e:	CODE
LOW	test/cluster/test_batchlog_manager.py	263	except Exception as e:	CODE
LOW	test/cluster/test_batchlog_manager.py	369	except Exception as e:	CODE
LOW	test/cluster/test_cdc_with_alter.py	55	except Exception as e:	CODE
LOW	test/cluster/test_cdc_with_alter.py	170	except Exception as e:	CODE
LOW	test/cluster/test_proxy_protocol.py	291	except Exception:	CODE
MEDIUM	test/cluster/test_incremental_repair.py	58	def get_repaired_at_from_sst(sst_file, scylla_path):	CODE
MEDIUM	test/cluster/test_incremental_repair.py	74	def get_keys_from_sst(sst_file, scylla_path):	CODE
LOW	test/cluster/test_incremental_repair.py	69	except Exception as e:	CODE
LOW	test/cluster/test_incremental_repair.py	90	except Exception as e:	CODE
LOW	test/cluster/test_incremental_repair.py	862	except Exception as e:	CODE
138 more matches not shown…

Modern Structural Boilerplate204 hits · 208 pts

Severity	File	Line	Snippet	Context
LOW	test/__init__.py	13	__all__ = ["ALL_MODES", "BUILD_DIR", "DEBUG_MODES", "HOST_ID", "TEST_DIR", "TEST_RUNNER", "TOP_SRC_DIR", "path_to"]	CODE
LOW	test/cluster/test_table_desc_read_barrier.py	15	logger = logging.getLogger(__name__)	CODE
LOW	…cluster/test_write_query_during_cql_server_shutdown.py	19	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_bootstrap_with_quick_group0_join.py	18	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_restart_cluster.py	17	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_change_replication_factor_1_to_0.py	18	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_maintenance_mode.py	25	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_session_abort_repair_meta.py	15	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_stale_rpc_connection_on_ip_change.py	16	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/conftest.py	58	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_data_resurrection_in_memtable.py	20	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_mutation_schema_change.py	19	logger = logging.getLogger(__name__)	CODE
LOW	…uster/test_reader_concurrency_semaphore_shared_pool.py	20	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_rpc_compression.py	26	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_tools_perf.py	14	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_tablets_migration.py	24	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_tablet_stats.py	14	logger = logging.getLogger(__name__)	CODE
LOW	…t/cluster/test_start_bootstrapped_with_invalid_seed.py	14	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_quiesce_topology.py	24	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_cdc_generation_publishing.py	21	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_topology_smp.py	19	logger = logging.getLogger(__name__)	CODE
LOW	…luster/test_remove_rpc_client_with_pending_requests.py	17	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_resurrection.py	15	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_split_after_merge_repair_race.py	66	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_alternator_proxy_protocol.py	29	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_truncate_with_tablets.py	19	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_tablets_intranode.py	22	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_internode_compression.py	15	logger = logging.getLogger(__name__)	CODE
LOW	…uster/test_node_shutdown_waits_for_pending_requests.py	15	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_ip_mappings.py	19	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/util.py	25	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_hints.py	26	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_guardrails.py	20	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_boot_nodes.py	10	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_tablets2.py	31	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_replace_with_same_ip_twice.py	13	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_truncate_concurrent_writes.py	20	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_multidc.py	27	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_raft_snapshot_request.py	17	logger = logging.getLogger(__name__)	CODE
LOW	…ter/test_sstable_compression_dictionaries_autotrain.py	16	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_tablet_repair_scheduler.py	25	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_node_isolation.py	20	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_automatic_cleanup.py	13	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_snapshot_with_tablets.py	19	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_conflicting_keys_read_repair.py	18	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_decommission.py	13	logger = logging.getLogger(__name__)	CODE
LOW⚡	test/cluster/test_metadata_id.py	15	logger = logging.getLogger(__name__)	CODE
LOW⚡	test/cluster/test_table_drop.py	10	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_aggregation.py	19	logger = logging.getLogger(__name__)	CODE
LOW⚡	test/cluster/test_client_routes.py	18	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_gossiper_orphan_remover.py	16	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_ensure_committed_by_group0.py	13	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_long_query_timeout_erm.py	16	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_decommission_kill_then_replace.py	22	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_long_join.py	16	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_strong_consistency.py	32	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_mv.py	20	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_cdc_generation_data.py	9	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_tablets_removenode.py	19	logger = logging.getLogger(__name__)	CODE
LOW	test/cluster/test_tablets_colocation.py	20	logger = logging.getLogger(__name__)	CODE
144 more matches not shown…

Hallucination Indicators11 hits · 110 pts

Severity	File	Line	Snippet	Context
CRITICAL	scylla-gdb.py	5638	"org.apache.cassandra.db.marshal.ReversedType(org.apache.cassandra.db.marshal.LongType)"	STRING
CRITICAL	scylla-gdb.py	5642	column_kind::clustering_key id=0 ordinal_id=1 "ck" "org.apache.cassandra.db.marshal.ReversedType(org.apache.cass	STRING
CRITICAL	test/cluster/auth_cluster/test_prepared_metadata_id.py	36	_TEXT_MAP_TYPE = f"org.apache.cassandra.db.marshal.MapType({_UTF8_TYPE},{_UTF8_TYPE})"	CODE
CRITICAL	test/alternator/test_system_tables.py	138	is_ssl = dynamodb.meta.client._endpoint.host.startswith('https')	CODE
CRITICAL	test/alternator/util.py	233	return dynamodb.meta.client._endpoint.host.endswith('.amazonaws.com')	CODE
CRITICAL⚡	test/alternator/test_compressed_response.py	44	dynamodb.meta.client.meta.events.register(event_name, handler)	CODE
CRITICAL⚡	test/alternator/test_compressed_response.py	48	dynamodb.meta.client.meta.events.unregister(event_name, handler)	CODE
CRITICAL	test/alternator/test_compressed_response.py	319	dynamodb.meta.client._endpoint.http_session._manager.clear() # Exception may leave bad state in connection p	CODE
CRITICAL	docs/_static/api/js/swagger-ui.min.js	13	this.statusText=this.req.xhr.statusText,this._setStatusProperties(this.xhr.status),this.header=this.headers=s(this.xhr.g	CODE
CRITICAL	docs/_ext/scylladb_metrics.py	120	return self.env.app.builder.templates.render(template, item)	CODE
CRITICAL	docs/_ext/scylladb_swagger.py	108	app.connect('builder-inited', lambda app: app.builder.templates.environment.globals.update(	CODE

AI Slop Vocabulary33 hits · 70 pts

Severity	File	Line	Snippet	Context
LOW	test/cluster/conftest.py	320	# Since connection is managed by manager just return that object	COMMENT
MEDIUM	test/cluster/test_table_drop.py	106	# A log-based wait would be more robust but there is no dedicated log	COMMENT
MEDIUM	test/cluster/test_proxy_protocol.py	364	# The test harness runs with --smp 2 by default	COMMENT
MEDIUM	test/cluster/test_proxy_protocol.py	529	# The test harness runs with --smp 2 by default	COMMENT
LOW	test/cluster/test_encryption.py	501	# connect to CQL!), so let's just use that role.	COMMENT
LOW	test/cluster/object_store/test_backup.py	198	# If we just use {cf}/backup, files like "schema.cql" and "manifest.json" will remain after previous test	COMMENT
MEDIUM	test/cluster/auth_cluster/test_prepared_metadata_id.py	164	# a worker thread instead of blocking the asyncio-based test harness.	COMMENT
LOW	test/cluster/dtest/ccmlib/scylla_node.py	729	# out. let's just return an empty list for the partitions, so that	COMMENT
LOW	test/cluster/mv/tablets/test_mv_tablets.py	33	# target_server, let's just use that.	COMMENT
LOW	test/alternator/conftest.py	100	# connect to CQL!), so let's just use that role.	COMMENT
MEDIUM	test/alternator/test_update_expression.py	793	# because boto3 parses a set out of the returned JSON anyway. This check should leverage	COMMENT
LOW	test/alternator/test_metrics.py	92	# doesn't have "continue 2" so let's just set val to 0...	COMMENT
LOW	test/alternator/test_table.py	575	# test finishes. On DynamoDB, we can't just call DeleteTable -	COMMENT
LOW	test/alternator/test_nested.py	40	# trying to use a dot in the name of the attribute, will just create one with	COMMENT
MEDIUM	test/alternator/test_gsi.py	1176	# This test is a comprehensive regression test for issue #5320, testing that	COMMENT
MEDIUM	test/alternator/test_limits.py	61	# in the aforementioned cases. Note that contrary to what the DynamoDB	COMMENT
MEDIUM	test/pylib/manager_client.py	131	# More robust version of get_cql, when topology changes	COMMENT
MEDIUM	test/pylib/host_registry.py	50	# pid? The pid changes between restarts, and harness does start and	COMMENT
LOW	test/cqlpy/run.py	346	# Same as run_scylla_cmd, just use SSL encryption for the CQL port (same	COMMENT
LOW	test/cqlpy/conftest.py	120	# If tablets are not available or not enabled, we just create a regular keyspace	COMMENT
LOW⚡	test/cqlpy/test_ttl_row.py	68	# will just return the same error - but let's check a few types	COMMENT
LOW	test/cqlpy/util.py	55	# here does not need to be global - we can just use a simple counter to	COMMENT
LOW	test/cqlpy/util.py	97	# we should just return False.	COMMENT
LOW	test/cqlpy/test_clustering_order.py	60	# reversed), just return results in a the reversed order.	COMMENT
LOW	test/cqlpy/test_unset.py	200	# Similar to test_unset_insert_where() above, just use an LWT write ("IF	COMMENT
LOW	test/cqlpy/test_wasm.py	527	# doesn't have "continue 2" so let's just set val to 0...	STRING
MEDIUM	test/cqlpy/test_json.py	547	# This issue is also reproduced by the much more comprehensive test	STRING
MEDIUM⚡	test/cqlpy/test_permissions.py	608	# cannot update system tables, especially elevate itself to a superuser	COMMENT
MEDIUM	test/manual/cassandra_latest.yaml	14	# This version is provided to facilitate pain-free upgrades for existing	COMMENT
MEDIUM	test/manual/cassandra_latest.yaml	1832	# each write which may be lower in order to facilitate availability.	COMMENT
LOW	test/rest_api/conftest.py	90	# If tablets are not available or not enabled, we just create a regular keyspace	COMMENT
MEDIUM	pgo/pgo.py	613	# dataset by dataset name, not by function name) is to facilitate sharing of datasets between trainers.	COMMENT
LOW	scripts/get_description.py	175	# If not relative to cwd, just use the name as-is	COMMENT

Redundant / Tautological Comments43 hits · 61 pts

Severity	File	Line	Snippet	Context
LOW	test/cluster/test_maintenance_mode.py	184	# Check if the changes made in maintenance mode are persisted	COMMENT
LOW	test/cluster/conftest.py	247	# Check if the test has the check_nodes_for_errors marker	COMMENT
LOW	test/cluster/test_truncate_with_tablets.py	57	# Check if we have any data	COMMENT
LOW	test/cluster/test_truncate_with_tablets.py	164	# Check if truncate was successful	COMMENT
LOW	test/cluster/test_truncate_with_tablets.py	209	# Check if we have any data	COMMENT
LOW	test/cluster/test_truncate_with_tablets.py	257	# Check if we have any data	COMMENT
LOW	test/cluster/test_truncate_with_tablets.py	337	# Check if we have any data	COMMENT
LOW	test/cluster/test_multidc.py	236	# Check if it works if the RF doesn't change.	COMMENT
LOW	test/cluster/test_multidc.py	268	# Check if it works if the RF doesn't change.	COMMENT
LOW	test/cluster/test_multidc.py	274	# Check if it works if the RF doesn't change.	COMMENT
LOW	test/cluster/test_incremental_repair.py	1097	# Check if leadership transferred during the restart. Any coordinator	COMMENT
LOW⚡	test/cluster/auth_cluster/test_raft_service_levels.py	312	# Check if group0 is healthy	COMMENT
LOW	test/alternator/test_streams.py	260	# Set found_table to the table found, other_table to the one not	COMMENT
LOW	test/alternator/test_streams.py	1501	# Set x to be a map: {'dog': 1, 'cat': 2, 'mouse': 3}.	COMMENT
LOW	test/alternator/test_metrics.py	83	# Check if match also matches the requested labels	COMMENT
LOW	test/alternator/test_audit.py	775	# Set audit_keyspaces to an unrelated keyspace — NOT the table's keyspace	COMMENT
LOW⚡	test/alternator/test_lsi.py	837	# Set b to b2 instead of b1.	COMMENT
LOW	test/pylib/runner.py	360	# Check if this is an xdist worker	COMMENT
LOW	test/cqlpy/test_describe.py	855	# Check if name in create statement is quoted	STRING
LOW	test/cqlpy/test_describe.py	859	# Check if name if keyspaces listing is quoted	STRING
LOW	test/cqlpy/test_describe.py	1040	# Check if the log table exists	STRING
LOW	test/cqlpy/test_describe.py	1069	# Check if base and log tables were recreated	STRING
LOW	test/cqlpy/test_uda.py	248	# Check if we can use lua, i.e. we're in Scylla	COMMENT
LOW	test/cqlpy/test_wasm.py	518	# Check if match also matches the requested labels	STRING
LOW	test/cqlpy/cassandra_tests/porting.py	222	# Check if results is one of two possible result sets.	COMMENT
LOW	test/manual/cassandra_latest.yaml	1241	# Set sstable_preemptive_open_interval to null for disabled which is equivalent to	COMMENT
LOW	test/rest_api/test_repair_task.py	106	# Check if task state is correct.	COMMENT
LOW	test/rest_api/test_compaction_task.py	37	# Check if all tasks finished successfully.	COMMENT
LOW⚡	test/rest_api/test_column_family.py	119	# Check if index reader is closed on happy path.	COMMENT
LOW⚡	test/rest_api/test_column_family.py	123	# Check if index reader is closed if exception is thrown.	COMMENT
LOW	scripts/get_description.py	208	# Check if add_group and metric are on the same line	COMMENT
LOW	scripts/pull_github_pr.sh	268	# Check if any changed files are in submodule directories	COMMENT
LOW	.github/workflows/add-label-when-promoted.yaml	68	# Check if a valid backport label exists	COMMENT
LOW	.github/workflows/scylla-ci-route.yaml	259	# Check if docs-CI job exists	COMMENT
LOW	.github/workflows/scylla-ci-route.yaml	469	# Check if user is a ScyllaDB org member (204 -> success/exit 0,	COMMENT
LOW	.github/workflows/scylla-ci-route.yaml	475	# Check if user is in the external-contributors team	COMMENT
LOW	.github/workflows/trigger_ci.yaml	59	# Check if PR is in draft mode	COMMENT
LOW	.github/workflows/trigger_ci.yaml	62	# Check if PR has 'conflict' label	COMMENT
LOW	.github/workflows/trigger_ci.yaml	84	# Check if PR has P0 or P1 labels	COMMENT
LOW	.github/workflows/trigger_ci.yaml	91	# Check if PR already has force_on_cloud label	COMMENT
LOW	.github/scripts/sync_labels.py	90	# Check if any other P0/P1 labels remain before removing force_on_cloud	COMMENT
LOW	.github/scripts/auto-backport.py	86	if len(merge_commit.parents) > 1: # Check if this merge commit includes multiple commits	CODE
LOW⚡	.github/scripts/auto-backport.py	131	# Check if the branch already exists in the remote fork	COMMENT

Modern AI Meta-Vocabulary13 hits · 38 pts

Severity	File	Line	Snippet	Context
MEDIUM	test/cluster/test_split_after_merge_repair_race.py	205	# never drops, the rest of the orchestration no longer	COMMENT
MEDIUM	test/cluster/test_split_after_merge_repair_race.py	287	# tears down cleanly even if the orchestration above raised.	COMMENT
MEDIUM	test/cluster/test_guardrails.py	49	# FIXME: This test verifies that guardrails work. However, if we set `rf_rack_valid_keyspaces` to true,	COMMENT
MEDIUM	test/cluster/test_guardrails.py	76	# FIXME: This test verifies that guardrails work. However, if we set `rf_rack_valid_keyspaces` to true,	COMMENT
MEDIUM	test/cluster/test_large_partition_guardrail.py	69	# Feature not yet cluster-wide — enabling guardrails must be rejected.	COMMENT
MEDIUM	test/cluster/test_large_partition_guardrail.py	150	# Before flushing (guardrails not yet active), create divergence:	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	21	# All tests are Scylla-only (guardrails don't exist in Cassandra).	COMMENT
MEDIUM⚡	test/cqlpy/test_large_data_guardrail.py	543	# Multi-category: all guardrails fire independently	COMMENT
MEDIUM	test/cqlpy/test_large_data_guardrail.py	350	# future coordinator-side guardrails won't reject). Disable	COMMENT
MEDIUM	test/cqlpy/run.py	339	# Avoid unhelpful "guardrails" warnings	COMMENT
MEDIUM	test/cqlpy/test_guardrail_write_consistency_level.py	14	# All tests in this file are Scylla-only. In ScyllaDB, guardrails apply to all	COMMENT
MEDIUM	test/cqlpy/test_guardrail_replication_strategy.py	118	# Verify metric increment and exact error message (docs/cql/guardrails.rst).	COMMENT
MEDIUM	test/cqlpy/test_guardrail_replication_strategy.py	227	# RF=0 bypasses all guardrails.	COMMENT

Synthetic Comment Markers4 hits · 30 pts

Severity	File	Line	Snippet	Context
HIGH	idl-compiler.py	53	* This is an auto-generated code, do not modify directly.	COMMENT
HIGH	test/alternator/test_filter_expression.py	685	# as requested by ProjectionExpression. It won't include x - it was just	COMMENT
HIGH	test/alternator/test_query_filter.py	549	# as requested by AttributesToGet. It won't include x - it was just	COMMENT
HIGH	test/alternator/test_cql_rbac.py	1119	# Test that the permissions checks for writing to system tables (as requested	COMMENT

AI Structural Patterns33 hits · 30 pts

Severity	File	Line	Context
LOW	test.py	51	CODE
LOW	test/scylla_gdb/conftest.py	74	CODE
LOW	test/cluster/test_hints.py	34	CODE
LOW	test/cluster/test_audit.py	295	CODE
LOW	test/cluster/test_audit.py	754	CODE
LOW	test/cluster/test_proxy_protocol.py	152	CODE
LOW	test/cluster/dtest/dtest_setup.py	125	CODE
LOW	test/cluster/dtest/dtest_setup.py	183	CODE
LOW	test/cluster/dtest/dtest_setup.py	239	CODE
LOW	test/cluster/dtest/dtest_setup.py	316	CODE
LOW	test/cluster/dtest/dtest_setup.py	354	CODE
LOW	test/cluster/dtest/dtest_class.py	290	CODE
LOW	test/cluster/dtest/bypass_cache_test.py	43	CODE
LOW	test/cluster/dtest/tools/data.py	27	CODE
LOW	test/cluster/dtest/ccmlib/scylla_node.py	406	CODE
LOW	test/cluster/dtest/ccmlib/scylla_cluster.py	99	CODE
LOW	test/cluster/dtest/ccmlib/scylla_cluster.py	138	CODE
LOW	test/nodetool/test_repair.py	318	CODE
LOW	test/pylib/lcov_utils.py	593	CODE
LOW	test/pylib/manager_client.py	429	CODE
LOW	test/pylib/manager_client.py	603	CODE
LOW	test/pylib/manager_client.py	670	CODE
LOW	test/pylib/kmip_wrapper.py	133	CODE
LOW	test/pylib/scylla_cluster.py	1242	CODE
LOW	test/pylib/scylla_cluster.py	1344	CODE
LOW	test/pylib/version_fetch_utils.py	175	CODE
LOW	test/pylib/rest_client.py	104	CODE
LOW	test/pylib/rest_client.py	117	CODE
LOW	test/pylib/rest_client.py	124	CODE
LOW	test/pylib/rest_client.py	191	CODE
LOW	test/pylib/rest_client.py	322	CODE
LOW	test/cqlpy/test_protocol_exceptions.py	156	CODE
LOW	test/cqlpy/test_service_level_api.py	31	CODE

Docstring Block Structure5 hits · 25 pts

Severity	File	Line	Snippet	Context
HIGH	test/pylib/coverage_utils.py	238	Gets the file type description from the shell `file` utility Args: f (PathLike): _description_	STRING
HIGH	test/pylib/coverage_utils.py	358	A function to get the binary id of an ELF file Args: path (PathLike): A path to the file who's id to extrac	STRING
HIGH	test/pylib/coverage_utils.py	389	Maps given files to their build ids, for paths it recursively finds elfs contained in them and maps them. Ar	STRING
HIGH	test/pylib/coverage_utils.py	445	For a given file (assumed to be llvm profile, either raw or indexed), get the profiled binary ids. The reason that c	STRING
HIGH	test/pylib/version_fetch_utils.py	253	Fetch, cache, unpack, and install a ScyllaDB release archive. The archive is resolved from either the supplied versi	STRING

Structural Annotation Overuse14 hits · 22 pts

Severity	File	Line	Snippet	Context
LOW	test/cluster/test_tablets_lwt.py	251	# Step 2: Inject paxos_error_before_save_proposal - on [n3], paxos_error_before_learn on [n2, n3],	STRING
LOW	test/cluster/test_tablets_lwt.py	277	# Step 4: execute LWT on n3, n4	STRING
LOW	test/cluster/test_tablets_lwt.py	382	# Step 4: New node n4 is added to replace n1.	STRING
LOW	test/cqlpy/test_describe.py	1528	# NOTE: This function is missing a functionality of running cql's grammar function	STRING
LOW⚡	test/cqlpy/test_permissions.py	944	# Step 1: Verify direct execution is blocked (sanity check)	COMMENT
LOW⚡	test/cqlpy/test_permissions.py	948	# Step 2: Execute via BATCH — this must fail with Unauthorized,	COMMENT
LOW⚡	test/cqlpy/test_permissions.py	955	# Step 3: Now execute the same prepared statement directly	COMMENT
LOW	test/cqlpy/test_compaction_strategy_validation.py	18	# NOTE: The following tests which use this assert_throws() all try to	COMMENT
LOW⚡	test/manual/cassandra_latest.yaml	1592	# Step 1: Set internode_encryption=<dc\|rack\|all> and explicitly set optional=true. Restart all nodes	COMMENT
LOW⚡	test/manual/cassandra_latest.yaml	1594	# Step 2: Set optional=false (or remove it) and if you generated truststores and want to use mutual	COMMENT
LOW⚡	test/manual/cassandra_latest.yaml	1650	# Step 1: Set enabled=true and explicitly set optional=true. Restart all nodes	COMMENT
LOW⚡	test/manual/cassandra_latest.yaml	1652	# Step 2: Set optional=false (or remove it) and if you generated truststores and want to use mutual	COMMENT
LOW	test/manual/cassandra_latest.yaml	1509	# WARNING: This snitch is deprecated and it is scheduled to be removed	COMMENT
LOW	scripts/tablet-mon.py	9	# WARNING: This is not an officially supported tool. It is subject to arbitrary changes without notice.	COMMENT

Verbosity Indicators11 hits · 19 pts

Severity	File	Line	Snippet	Context
LOW	test/cluster/test_tablets_lwt.py	251	# Step 2: Inject paxos_error_before_save_proposal - on [n3], paxos_error_before_learn on [n2, n3],	STRING
LOW	test/cluster/test_tablets_lwt.py	277	# Step 4: execute LWT on n3, n4	STRING
LOW	test/cluster/test_tablets_lwt.py	382	# Step 4: New node n4 is added to replace n1.	STRING
LOW	test/alternator/test_transact.py	851	# transaction so we need to check if it's also recognized, and whether it	COMMENT
LOW⚡	test/cqlpy/test_permissions.py	944	# Step 1: Verify direct execution is blocked (sanity check)	COMMENT
LOW⚡	test/cqlpy/test_permissions.py	948	# Step 2: Execute via BATCH — this must fail with Unauthorized,	COMMENT
LOW⚡	test/cqlpy/test_permissions.py	955	# Step 3: Now execute the same prepared statement directly	COMMENT
LOW⚡	test/manual/cassandra_latest.yaml	1592	# Step 1: Set internode_encryption=<dc\|rack\|all> and explicitly set optional=true. Restart all nodes	COMMENT
LOW⚡	test/manual/cassandra_latest.yaml	1594	# Step 2: Set optional=false (or remove it) and if you generated truststores and want to use mutual	COMMENT
LOW⚡	test/manual/cassandra_latest.yaml	1650	# Step 1: Set enabled=true and explicitly set optional=true. Restart all nodes	COMMENT
LOW⚡	test/manual/cassandra_latest.yaml	1652	# Step 2: Set optional=false (or remove it) and if you generated truststores and want to use mutual	COMMENT

Slop Phrases6 hits · 18 pts

Severity	File	Line	Snippet	Context
MEDIUM	test/cqlpy/test_compaction_strategy_validation.py	21	# expression, so you can use the "\|" character to allow two options.	COMMENT
MEDIUM	…assandra_tests/validation/entities/collections_test.py	446	# Test you can add columns in a table with collections (CASSANDrA-4982),	COMMENT
MEDIUM	test/manual/cassandra_latest.yaml	64	# initial_token allows you to specify tokens manually. While you can use it with	COMMENT
MEDIUM	test/manual/cassandra_latest.yaml	1035	# you may want to adjust max_value_size accordingly. This should be positive and less than 2048.	COMMENT
MEDIUM	pgo/conf/scylla.yaml	265	# initial_token allows you to specify tokens manually. While you can use # it with	COMMENT
MEDIUM	conf/scylla.yaml	265	# initial_token allows you to specify tokens manually. While you can use # it with	COMMENT

AI Response Leakage1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	test/alternator/test_batch.py	599	# In this example this was "ConsistentRead".	COMMENT

TODO Padding2 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW⚡	test/alternator/test_streams.py	633	# TODO: add tests for storage/transactionable variations and global/local index	COMMENT
LOW⚡	test/cqlpy/test_name.py	176	# TODO: add tests for the allowed characters in a table name	COMMENT

Fake / Example Data4 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	test/cluster/dtest/tools/assertions.py	23	assert_all(session, "SELECT * FROM test", [[1, 'John Doe'], [2, 'Jane Doe'], [3, 'Alex Smith']])	STRING
LOW	test/cluster/dtest/tools/assertions.py	23	assert_all(session, "SELECT * FROM test", [[1, 'John Doe'], [2, 'Jane Doe'], [3, 'Alex Smith']])	STRING
LOW	docs/_static/api/js/swagger-ui.min.js	14	if(a=jQuery.inArray(this.model.method,this.model.supportedSubmitMethods())>=0,a\|\|(this.model.isReadOnly=!0),this.model.d	CODE
LOW	docs/_static/api/js/jsoneditor.min.js	367	this.addproperty_holder=this.theme.getModal(),this.addproperty_list=document.createElement("div"),this.addproperty_list.	CODE

Example Usage Blocks2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	utils/s3/gen_aws_service_errors.py	15	# Usage:	COMMENT
LOW	scripts/tablet-mon.py	11	# Usage:	COMMENT

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings