milvus-io/milvus

Pattern Findings

The scanner identified 14027 distinct pattern matches across 25 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 Block4947 hits · 4891 pts

Severity	File	Line	Snippet	Context
LOW	rules.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	rules.go	221	// "$x != $y",	COMMENT
LOW	rules.go	401	// Shouldn't give many false positives without type filter	COMMENT
LOW	cmd/main.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	cmd/tools/genmrb1limits/main.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	cmd/tools/genmrb1limits/main.go	21	// with two compilers, and nothing in the build linked them: a value edited on	COMMENT
LOW	cmd/tools/genmrb1limits/main.go	61		COMMENT
LOW	cmd/tools/genmrb1limits/main.go	161	// Unless required by applicable law or agreed to in writing, software	COMMENT
LOW	cmd/tools/genmrb1limits/main_test.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	cmd/tools/genmrb1limits/main_test.go	21	"path/filepath"	COMMENT
LOW	cmd/tools/config/generate.go	321	# 2. Memory protection.	COMMENT
LOW	cmd/tools/config/generate.go	361	# credential configs, support apikey, AKSK, gcp credential	COMMENT
LOW	cmd/tools/binlog/main.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	cmd/roles/roles.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	cmd/roles/roles_test.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	cmd/roles/local_layout_test.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	cmd/roles/local_layout.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	cmd/components/mix_coord.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	cmd/components/cdc.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	cmd/components/proxy.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	cmd/components/streaming_node.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	cmd/components/query_node.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	cmd/components/data_node.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	cmd/embedded/embedded.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	cmd/milvus/native_profile_test.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	cmd/milvus/native_profile.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	cmd/milvus/milvus_test.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	cmd/milvus/main_entry.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	cmd/milvus/main_entry.go	41	// stripped into a copy of args rather than in place.	COMMENT
LOW	cmd/milvus/main_entry_test.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	ci/jenkins/pod/rte-arm.yaml	61	type: DirectoryOrCreate	COMMENT
LOW	tests/java_client/README.md	1	## java_client	COMMENT
LOW	tests/integration/util_schema.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	tests/integration/suite.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	tests/integration/meta_watcher_test.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	tests/integration/suite_release_test.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	tests/integration/util_insert.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	tests/integration/util_query.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	tests/integration/util_index.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	tests/integration/util_insert_test.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	tests/integration/bloommatch/bloom_match_test.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	tests/integration/bloommatch/bloom_match_test.go	581	// (meta["creator"]) with three deliberate row encodings (plain int, float	COMMENT
LOW	tests/integration/bloommatch/bloom_match_test.go	901	}	COMMENT
LOW	tests/integration/rbac/rbac_alias_test.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	tests/integration/rbac/privilege_group_test.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	…ntegration/rbac/describe_collection_visibility_test.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	tests/integration/rbac/rbac_basic_test.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	tests/integration/rbac/rbac_backup_test.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	tests/integration/rbac/rbac_grant_cleanup_test.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	tests/integration/snapshot/snapshot_restore_test.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	tests/integration/cluster/cluster_test.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	tests/integration/cluster/meta_watcher.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	tests/integration/cluster/process/milvus_process.go	1	package process	COMMENT
LOW	tests/integration/cmek/vector_index_test.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	tests/integration/cmek/scalar_index_v2_test.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	tests/integration/cmek/scalar_index_v3_test.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	tests/integration/cmek/raw_data_v2_helpers_test.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	tests/integration/cmek/plugin_mode_test.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	tests/integration/cmek/scalar_index_fmindex_v3_test.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
LOW	tests/integration/cmek/plugin_mode_race_test.go	1	// Licensed to the LF AI & Data foundation under one	COMMENT
4887 more matches not shown…

Hyper-Verbose Identifiers5151 hits · 3663 pts

Severity	File	Line	Snippet	Context
LOW	cmd/tools/binlogv2/minio_parquet_analyzer.py	525	def _interactive_batch_analysis(self, bucket_name: str, parquet_files: List[Dict[str, Any]]):	CODE
LOW	cmd/tools/binlogv2/minio_parquet_analyzer.py	564	def _interactive_select_files(self, bucket_name: str, parquet_files: List[Dict[str, Any]]):	CODE
LOW	cmd/tools/binlogv2/minio_client.py	224	def analyze_parquet_from_minio(self, bucket_name: str, object_name: str,	CODE
LOW	cmd/tools/binlogv2/parquet_analyzer/meta_parser.py	217	def format_row_group_metadata(self, metadata_str: str) -> str:	CODE
LOW	cmd/tools/binlogv2/parquet_analyzer/meta_parser.py	238	def parse_group_field_id_list(self, field_list_str: str) -> List[Dict[str, Any]]:	CODE
LOW	cmd/tools/binlogv2/parquet_analyzer/meta_parser.py	272	def format_group_field_id_list(self, field_list_str: str) -> str:	CODE
LOW	cmd/tools/binlogv2/parquet_analyzer/analyzer.py	268	def validate_vector_consistency(self) -> Dict[str, Any]:	CODE
LOW	cmd/tools/binlogv2/parquet_analyzer/analyzer.py	463	def _get_recommended_id_column(self, id_columns: List[Dict[str, Any]]) -> str:	CODE
LOW	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	16	def detect_vector_type_and_dim(bytes_data: bytes, field_name: str = "") -> tuple[str, int]:	CODE
LOW	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	117	def deserialize_binary_vector(bytes_data: bytes, dim: Optional[int] = None) -> Optional[List[int]]:	CODE
LOW	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	398	def analyze_vector_statistics(vector_data: Union[List[float], List[int], Dict[str, Any]], vector_type: str) -> Dict[	CODE
LOW	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	534	def deserialize_with_analysis(bytes_data: bytes, field_name: str = "") -> Dict[str, Any]:	CODE
LOW	tools/mgit.py	207	def get_commit_count_from_ref(ref: str) -> int:	CODE
LOW	tools/mgit.py	468	def is_cherry_pick_in_progress() -> bool:	CODE
LOW	tools/mgit.py	1461	def get_existing_pr_for_branch(branch: str) -> Optional[Dict]:	CODE
LOW⚡	tools/test_mgit_design_doc.py	13	def test_accepts_in_repo_markdown_path(self):	CODE
LOW⚡	tools/test_mgit_design_doc.py	20	def test_rejects_github_url_even_when_it_contains_the_path(self):	CODE
LOW⚡	tools/test_mgit_design_doc.py	27	def test_rejects_external_design_doc_repo(self):	CODE
LOW⚡	tools/test_mgit_design_doc.py	34	def test_rejects_directory_or_non_markdown_path(self):	CODE
LOW	tests/restful_client/utils/utils.py	134	def get_common_fields_by_data(data, exclude_fields=None):	CODE
LOW	tests/restful_client/base/testbase.py	91	def wait_collection_load_completed(self, name):	CODE
LOW⚡	…sts/restful_client/testcases/test_vector_operations.py	504	def test_search_vector_with_illegal_api_key(self):	CODE
LOW⚡	…sts/restful_client/testcases/test_vector_operations.py	510	def test_search_vector_with_invalid_collection_name(self):	CODE
LOW⚡	…sts/restful_client/testcases/test_vector_operations.py	516	def test_search_vector_with_invalid_output_field(self):	CODE
LOW⚡	…sts/restful_client/testcases/test_vector_operations.py	523	def test_search_vector_with_invalid_expression(self, invalid_expr):	CODE
LOW⚡	…sts/restful_client/testcases/test_vector_operations.py	529	def test_search_vector_with_invalid_vector_field(self):	CODE
LOW⚡	…sts/restful_client/testcases/test_vector_operations.py	536	def test_search_vector_with_mismatch_vector_dim(self, dim_offset):	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	23	def test_insert_vector_with_simple_payload(self, db_name, vector_field, primary_field, nb, dim, insert_round):	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	58	def test_insert_vector_with_multi_round(self, insert_round):	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	90	def test_insert_vector_with_invalid_api_key(self):	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	124	def test_insert_vector_with_invalid_collection_name(self):	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	152	def test_insert_vector_with_invalid_database_name(self):	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	180	def test_insert_vector_with_mismatch_dim(self):	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	217	def test_search_vector_with_simple_payload(self, metric_type):	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	248	def test_search_vector_with_exceed_sum_limit_offset(self, sum_limit_offset):	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	290	def test_search_vector_with_complex_payload(self, limit, offset, level, metric_type):	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	325	def test_search_vector_with_complex_int_filter(self, filter_expr):	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	357	def test_search_vector_with_complex_varchar_filter(self, filter_expr):	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	456	def test_search_vector_with_invalid_limit(self, limit):	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	480	def test_search_vector_with_invalid_offset(self, offset):	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	585	def test_query_vector_with_varchar_filter(self, filter_expr, include_output_fields):	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	629	def test_query_vector_with_large_sum_of_limit_offset(self, sum_of_limit_offset):	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	679	def test_get_vector_with_simple_payload(self):	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	781	def test_delete_vector_default(self, id_field_type, include_invalid_id):	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	839	def test_delete_vector_with_invalid_api_key(self):	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	873	def test_delete_vector_with_invalid_collection_name(self):	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	911	def test_delete_vector_with_non_primary_key(self):	CODE
LOW	…_client/testcases/test_restful_sdk_mix_use_scenario.py	16	def test_collection_created_by_sdk_describe_by_restful(self, dim, enable_dynamic, shard_num):	CODE
LOW	…_client/testcases/test_restful_sdk_mix_use_scenario.py	47	def test_collection_created_by_restful_describe_by_sdk(self, dim, metric_type, primary_field, vector_field):	CODE
LOW	…_client/testcases/test_restful_sdk_mix_use_scenario.py	72	def test_collection_created_index_by_sdk_describe_by_restful(self, metric_type):	CODE
LOW	…_client/testcases/test_restful_sdk_mix_use_scenario.py	100	def test_collection_load_by_sdk_describe_by_restful(self, metric_type):	CODE
LOW	…_client/testcases/test_restful_sdk_mix_use_scenario.py	126	def test_collection_create_by_sdk_insert_vector_by_restful(self):	CODE
LOW	…_client/testcases/test_restful_sdk_mix_use_scenario.py	184	def test_collection_create_by_sdk_search_vector_by_restful(self):	CODE
LOW	…_client/testcases/test_restful_sdk_mix_use_scenario.py	215	def test_collection_create_by_sdk_query_vector_by_restful(self):	CODE
LOW	…_client/testcases/test_restful_sdk_mix_use_scenario.py	249	def test_collection_create_by_restful_search_vector_by_sdk(self):	CODE
LOW	…_client/testcases/test_restful_sdk_mix_use_scenario.py	264	def test_collection_create_by_restful_query_vector_by_sdk(self):	CODE
LOW	…_client/testcases/test_restful_sdk_mix_use_scenario.py	278	def test_collection_create_by_restful_delete_vector_by_sdk(self):	CODE
LOW	…_client/testcases/test_restful_sdk_mix_use_scenario.py	298	def test_collection_create_by_sdk_delete_vector_by_restful(self):	CODE
LOW	…restful_client/testcases/test_collection_operations.py	20	def test_create_collections_default(self, dim, metric_type, primary_field, vector_field, db_name):	CODE
LOW	…restful_client/testcases/test_collection_operations.py	54	def test_create_collections_concurrent_with_same_param(self):	CODE
5091 more matches not shown…

Cross-Language Confusion270 hits · 1276 pts

Severity	File	Line	Snippet	Context
HIGH⚡	tools/mgit.py	2177	GitOperations.push(branch, force=True, remote=fork_remote)	CODE
HIGH⚡	tools/mgit.py	2652	GitOperations.push(branch, remote=fork_remote)	CODE
HIGH⚡	tools/mgit.py	2657	GitOperations.push(branch, force=True, remote=fork_remote)	CODE
HIGH⚡	tools/mgit.py	3400	GitOperations.push(ctx.cp_branch, force=False, remote=fork_remote)	CODE
HIGH⚡	tools/mgit.py	3405	GitOperations.push(ctx.cp_branch, force=True, remote=fork_remote)	CODE
HIGH⚡	tools/mgit.py	3735	GitOperations.push(backport_branch, remote=fork_remote)	CODE
HIGH⚡	tools/mgit.py	3740	GitOperations.push(backport_branch, force=True, remote=fork_remote)	CODE
HIGH	tools/mgit.py	2081	GitOperations.push(branch, force=True, remote=fork_remote)	CODE
HIGH⚡	…estful_client_v2/testcases/test_rest_value_fidelity.py	649	rsp = self._raw_insert(self._array_coll, '[{"id":%d,"arr":[true,null],"vec":[0.1,0.2]}]' % pk)	CODE
HIGH⚡	…estful_client_v2/testcases/test_rest_value_fidelity.py	847	'[{"id":%d,"i8":null,"i16":1,"i32":1,"i64":1,"f32":1,"f64":1,"b":true,"s":"x","j":{"k":1},"vec":[0.1,0.2]}]'	CODE
HIGH	…estful_client_v2/testcases/test_rest_value_fidelity.py	911	rsp = self._raw_insert(name, '[{"id":3,"profile":[{"p_int":null,"p_tag":"a"}],"vec":[0.1,0.2]}]')	CODE
HIGH	…/restful_client_v2/testcases/test_query_aggregation.py	8	SELECTIVE_FILTER = 'category in ["category_1", "category_3"] && id >= 20 && id < 90'	CODE
HIGH	…sts/restful_client_v2/testcases/test_query_order_by.py	253	"filter": "price >= 12 && price <= 16",	CODE
HIGH	…sts/restful_client_v2/testcases/test_partial_update.py	1056	# Note, the RESTful SDK cannot differentiate between missing fields and fields explicitly set to null,	COMMENT
HIGH	…tful_client_v2/testcases/test_struct_array_nullable.py	171	method: insert null, non-empty, and empty Struct Array rows, then query and search them	STRING
HIGH	…ts/python_client/cdc/testcases/test_schema_features.py	548	# Explicit None (null)	COMMENT
HIGH⚡	…ts/python_client/cdc/testcases/test_schema_features.py	485	i%3==1: None values (explicit null) provided for both fields	STRING
HIGH⚡	…ts/python_client/cdc/testcases/test_schema_features.py	486	i%3==2: fields omitted entirely (uses default / null)	STRING
HIGH	tests/python_client/utils/util_pymilvus.py	742	"int64 > 0 && int64 < 2021", # range	CODE
HIGH	tests/python_client/utils/util_pymilvus.py	743	"int64 == 0 \|\| int64 == 1 \|\| int64 == 2 \|\| int64 == 3", # term	CODE
HIGH⚡	tests/python_client/common/common_func.py	3753	"json_field['a'][0] == 1 && json_field['a'][1] == 2",	CODE
HIGH⚡	tests/python_client/common/common_func.py	3755	"json_field['a'][0]['b'] >=1 && json_field['a'][2] == 3",	CODE
HIGH⚡	tests/python_client/common/common_func.py	3757	"json_field['a'] == 1 \|\| json_field['a'] == '1'",	CODE
HIGH⚡	tests/python_client/common/common_func.py	3759	"json_field['a'][0]['b'] >=1 \|\| json_field['a']['b'] >=1",	CODE
HIGH⚡	tests/python_client/common/common_func.py	4196	"int32_array[1] + 1 == 3 && int32_array[0] - 1 != 1",	CODE
HIGH⚡	tests/python_client/common/common_func.py	4203	"int32_array[1] % 100 == 0 && string_array[1] in ['1', '2']",	CODE
HIGH⚡	tests/python_client/common/common_func.py	4210	"int32_array[1] in [300/2, -1030+800, (200-100)2] or (float_array[1] <= -4**5/2 \|\| 100 <= int32_array[1] <	CODE
HIGH⚡	tests/python_client/common/common_func.py	4369	"int8 > -129 && int8 < 128",	CODE
HIGH⚡	tests/python_client/common/common_func.py	4372	"int16 > -32769 && int16 <32768",	CODE
HIGH⚡	tests/python_client/common/common_func.py	4375	"int32 < 2147483648 \|\| int32 == -2147483648",	CODE
HIGH	tests/python_client/common/common_func.py	3555	"(int64 > 0 && int64 < 400) or (int64 > 500 && int64 < 1000)",	CODE
HIGH	tests/python_client/common/common_func.py	3567	"int64 == 0 \|\| float == 10**2 \|\| (int64 + 1) == 3",	CODE
HIGH	tests/python_client/common/common_func.py	3585	"int64 > 400 && int64 < 200",	CODE
HIGH	tests/python_client/common/common_func.py	3599	"float <= -4**5/2 && float > 500-1 && float != 500/2+260",	CODE
HIGH	tests/python_client/common/common_func.py	3635	"json_field['number'] == 0 \|\| json_field['float'] == 10**2 \|\| json_field['number'] + 1 == 3",	CODE
HIGH	tests/python_client/common/common_func.py	3649	"json_field['float'] > 400 && json_field['float'] < 200",	CODE
HIGH	tests/python_client/common/common_func.py	3666	"json_field['float'] <= -4**5/2 && json_field['float'] > 500-1 && json_field['float'] != 500/2+260",	CODE
HIGH	…client/milvus_client/test_milvus_client_query_order.py	269	filter_expr = "price >= 20.0 && price <= 40.0"	CODE
HIGH	…lient/milvus_client/test_milvus_client_alter_warmup.py	3517	query old rows → int64_new is null; query new rows → int64_new == pk - 5000;	STRING
HIGH	…lient/milvus_client/test_milvus_client_alter_warmup.py	3519	expected: historical rows null; new rows value correct; search passes	STRING
HIGH	…ient/milvus_client/test_milvus_client_search_string.py	14	default_search_mix_exp = 'int64 >= 0 && varchar >= "0"'	CODE
HIGH	…ient/milvus_client/test_milvus_client_search_string.py	113	method: 1. search with filter "int64 >= 0 && varchar >= '0'" on shared collection	STRING
HIGH	…ient/milvus_client/test_milvus_client_search_string.py	575	method: 1. search with filter "int64 >= 0 && varchar >= '0'" on binary collection	STRING
HIGH	…ent/milvus_client/test_milvus_client_partial_update.py	27	default_search_mix_exp = 'int64 >= 0 && varchar >= "0"'	CODE
HIGH⚡	…ent/milvus_client/test_milvus_client_partial_update.py	377	target: verify whole-Struct partial updates preserve null, empty, and element offset semantics	STRING
HIGH⚡	…ent/milvus_client/test_milvus_client_partial_update.py	378	method: transition sealed rows through null, empty, and different non-empty lengths while omitting	STRING
HIGH	…client/milvus_client/test_milvus_client_timestamptz.py	20	default_search_mix_exp = 'int64 >= 0 && varchar >= "0"'	CODE
HIGH	…ient/milvus_client/test_milvus_client_hybrid_search.py	28	default_search_mix_exp = "int64 >= 0 && varchar >= \"0\""	CODE
HIGH⚡	…lient/milvus_client/test_add_function_field_feature.py	1239	# Step 1: Insert add-before rows with normal, null, and empty-string text interleaved.	COMMENT
HIGH⚡	…lient/milvus_client/test_add_function_field_feature.py	1314	# Step 8: Insert post-add rows with normal, null, and empty-string text interleaved.	COMMENT
HIGH	…lient/milvus_client/test_add_function_field_feature.py	3821	expected: both bumps reach consistent==total; old rows read back null; BM25 hits	STRING
HIGH	…thon_client/milvus_client/test_milvus_client_delete.py	22	default_search_mix_exp = "int64 >= 0 && varchar >= \"0\""	CODE
HIGH	…hon_client/milvus_client/test_milvus_client_compact.py	28	default_search_mix_exp = "int64 >= 0 && varchar >= \"0\""	CODE
HIGH	…thon_client/milvus_client/test_milvus_client_import.py	289	method: import a file with omitted columns and a file with null, zero and non-default values	STRING
HIGH	…nt/milvus_client/test_milvus_client_json_path_index.py	23	default_search_mix_exp = "int64 >= 0 && varchar >= \"0\""	CODE
HIGH	…nt/milvus_client/test_milvus_client_search_reranker.py	1971	# 2. insert rows: ids 0-3 non-null, ids 4-6 null	COMMENT
HIGH	…nt/milvus_client/test_milvus_client_search_reranker.py	32	default_search_mix_exp = 'int64 >= 0 && varchar >= "0"'	CODE
HIGH⚡	…lient/test_milvus_client_struct_array_element_query.py	580	filter="id > 100 && element_filter(structA, $[int_val] > 200)",	CODE
HIGH⚡	…lient/test_milvus_client_struct_array_element_query.py	3670	filter='id > 100 && MATCH_ANY(structA, $[color] == "Red")',	CODE
HIGH⚡	…lient/test_milvus_client_struct_array_element_query.py	4049	("id < 100 && structA[0][int_val] != 30", [0, 1, 3, 4]),	CODE
210 more matches not shown…

Decorative Section Separators341 hits · 1054 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	tools/mgit.py	500	# ============================================================================	COMMENT
MEDIUM⚡	tools/mgit.py	502	# ============================================================================	COMMENT
MEDIUM	tools/mgit.py	95	# ============================================================================	COMMENT
MEDIUM	tools/mgit.py	97	# ============================================================================	COMMENT
MEDIUM	tools/mgit.py	1372	# ============================================================================	COMMENT
MEDIUM	tools/mgit.py	1374	# ============================================================================	COMMENT
MEDIUM	tools/mgit.py	1849	# ============================================================================	COMMENT
MEDIUM	tools/mgit.py	1851	# ============================================================================	COMMENT
MEDIUM	tools/mgit.py	1928	# ============================================================================	COMMENT
MEDIUM	tools/mgit.py	1930	# ============================================================================	COMMENT
MEDIUM	tools/mgit.py	3107	# ============================================================================	COMMENT
MEDIUM	tools/mgit.py	3109	# ============================================================================	COMMENT
MEDIUM	tools/mgit.py	3855	# ============================================================================	COMMENT
MEDIUM	tools/mgit.py	3857	# ============================================================================	COMMENT
MEDIUM	…/integration/commit_timestamp/commit_timestamp_test.go	63	// ─── Helpers ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/integration/commit_timestamp/commit_timestamp_test.go	295	// ─── MVCC Visibility ──────────────────────────────────────────────────────	COMMENT
MEDIUM	…/integration/commit_timestamp/commit_timestamp_test.go	353	// ─── Search ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/integration/commit_timestamp/commit_timestamp_test.go	379	// ─── Delete ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/integration/commit_timestamp/commit_timestamp_test.go	431	// ─── Upsert ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/integration/commit_timestamp/commit_timestamp_test.go	512	// ─── Compaction ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/integration/commit_timestamp/commit_timestamp_test.go	635	// ─── GC Protection ──────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	tests/python_client/conftest.py	673	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/python_client/conftest.py	675	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/python_client/cdc/testcases/test_fts_and_text.py	32	# -------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/python_client/cdc/testcases/test_fts_and_text.py	34	# -------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/python_client/cdc/testcases/test_fts_and_text.py	170	# -------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/python_client/cdc/testcases/test_fts_and_text.py	172	# -------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/python_client/cdc/testcases/test_fts_and_text.py	296	# -------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/python_client/cdc/testcases/test_fts_and_text.py	298	# -------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/python_client/cdc/testcases/test_fts_and_text.py	421	# -------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/python_client/cdc/testcases/test_fts_and_text.py	423	# -------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/python_client/cdc/testcases/test_fts_and_text.py	576	# -------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/python_client/cdc/testcases/test_fts_and_text.py	578	# -------------------------------------------------------------------------	COMMENT
MEDIUM	tests/python_client/cdc/testcases/test_switchover.py	30	# -------------------------------------------------------------------------	COMMENT
MEDIUM	tests/python_client/cdc/testcases/test_switchover.py	32	# -------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…ython_client/cdc/testcases/test_search_verification.py	83	# -------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…ython_client/cdc/testcases/test_search_verification.py	85	# -------------------------------------------------------------------------	COMMENT
MEDIUM	…ython_client/cdc/testcases/test_search_verification.py	44	# -------------------------------------------------------------------------	COMMENT
MEDIUM	…ython_client/cdc/testcases/test_search_verification.py	46	# -------------------------------------------------------------------------	COMMENT
MEDIUM	tests/python_client/cdc/testcases/base.py	786	# -------------------------------------------------------------------------	COMMENT
MEDIUM	tests/python_client/cdc/testcases/base.py	788	# -------------------------------------------------------------------------	COMMENT
MEDIUM	tests/python_client/cdc/testcases/base.py	905	# -------------------------------------------------------------------------	COMMENT
MEDIUM	tests/python_client/cdc/testcases/base.py	907	# -------------------------------------------------------------------------	COMMENT
MEDIUM	tests/python_client/cdc/testcases/base.py	982	# -------------------------------------------------------------------------	COMMENT
MEDIUM	tests/python_client/cdc/testcases/base.py	984	# -------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/python_client/cdc/testcases/test_force_promote.py	63	# ------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/python_client/cdc/testcases/test_force_promote.py	65	# ------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/python_client/cdc/testcases/test_force_promote.py	180	# ------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/python_client/cdc/testcases/test_force_promote.py	182	# ------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/python_client/common/external_table_common.py	610	# ============================================================	COMMENT
MEDIUM⚡	tests/python_client/common/external_table_common.py	612	# ============================================================	COMMENT
MEDIUM⚡	tests/python_client/common/external_table_common.py	806	# ============================================================	COMMENT
MEDIUM⚡	tests/python_client/common/external_table_common.py	808	# ============================================================	COMMENT
MEDIUM	tests/python_client/common/external_table_common.py	16	# ============================================================	COMMENT
MEDIUM	tests/python_client/common/external_table_common.py	18	# ============================================================	COMMENT
MEDIUM	tests/python_client/common/external_table_common.py	105	# ============================================================	COMMENT
MEDIUM	tests/python_client/common/external_table_common.py	107	# ============================================================	COMMENT
MEDIUM	tests/python_client/common/external_table_common.py	451	# ============================================================	COMMENT
MEDIUM	tests/python_client/common/external_table_common.py	453	# ============================================================	COMMENT
MEDIUM	tests/python_client/common/external_table_common.py	630	# ============================================================	COMMENT
281 more matches not shown…

Structural Annotation Overuse731 hits · 917 pts

Severity	File	Line	Snippet	Context
LOW	DEVELOPMENT.md	38	# Step 1: Install Go (>= 1.21) first, then install all dependencies	COMMENT
LOW	DEVELOPMENT.md	41	# Step 2: Build Milvus	COMMENT
LOW⚡	tools/mgit.py	3816	# Step 1: Pre-flight checks	COMMENT
LOW⚡	tools/mgit.py	3819	# Step 2: Select PR to cherry-pick	COMMENT
LOW⚡	tools/mgit.py	3822	# Step 3: Get target branch	COMMENT
LOW⚡	tools/mgit.py	3825	# Step 4: Setup cherry-pick branch	COMMENT
LOW⚡	tools/mgit.py	3828	# Step 5: Execute cherry-pick	COMMENT
LOW⚡	tools/mgit.py	3831	# Step 6: Push to fork	COMMENT
LOW⚡	tools/mgit.py	3834	# Step 7: Create PR	COMMENT
LOW⚡	tools/mgit.py	3837	# Step 8: Set milestone	COMMENT
LOW⚡	tests/integration/snapshot/snapshot_restore_test.go	328	// Step 9: Wait for restore to complete	COMMENT
LOW⚡	tests/integration/snapshot/snapshot_restore_test.go	332	// Step 10: Load restored collection - this is where the bug manifests	COMMENT
LOW⚡	tests/integration/snapshot/snapshot_restore_test.go	342	// Step 11: Verify restored data count matches snapshot point-in-time	COMMENT
LOW	tests/integration/snapshot/snapshot_restore_test.go	81	// Step 1: Create collection with JSON field and dynamic fields enabled	COMMENT
LOW	tests/integration/snapshot/snapshot_restore_test.go	119	// Step 2: Create indexes	COMMENT
LOW	tests/integration/snapshot/snapshot_restore_test.go	148	// Step 3: Insert data with JSON content	COMMENT
LOW	tests/integration/snapshot/snapshot_restore_test.go	215	// Step 4: Flush	COMMENT
LOW	tests/integration/snapshot/snapshot_restore_test.go	228	// Step 5: Load and verify initial data	COMMENT
LOW	tests/integration/snapshot/snapshot_restore_test.go	264	// Step 6: Create snapshot	COMMENT
LOW	tests/integration/snapshot/snapshot_restore_test.go	275	// Step 7: Insert more data after snapshot (to verify point-in-time restore)	COMMENT
LOW	tests/integration/snapshot/snapshot_restore_test.go	315	// Step 8: Restore snapshot to a new collection	COMMENT
LOW	tests/integration/snapshot/snapshot_restore_test.go	354	// Step 12: Verify JSON path index is functional via filter query	COMMENT
LOW	tests/integration/snapshot/snapshot_restore_test.go	367	// Step 13: Verify search works on restored collection	COMMENT
LOW	…sts/integration/flushall/flushall_with_restart_test.go	76	// Step 1: Insert 1000 rows and FlushAll.	COMMENT
LOW	…sts/integration/flushall/flushall_with_restart_test.go	91	// Step 2: Restart all streaming nodes, then insert another 1000 rows and FlushAll.	COMMENT
LOW	…sts/integration/flushall/flushall_with_restart_test.go	119	// Step 3: Create index, load collection, and query count(*) to verify total is 2000.	COMMENT
LOW	…sts/restful_client_v2/testcases/test_partial_update.py	412	# Step 1: Update existing records (partial fields only)	COMMENT
LOW	…sts/restful_client_v2/testcases/test_partial_update.py	429	# Step 2: Insert new records (all required fields)	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	649	// Step 3: Trigger refresh	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	658	// Step 4: Poll until refresh completes (timeout 120s)	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	970	// Step 4: Create vector index and load collection	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	976	// Step 6: Query count(*)	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	1701	// Step 1: Generate and upload multi-type parquet data	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	1709	// Step 2: Create external collection with multi-type schema	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	2211	// Step 4: Create scalar + vector indexes and load collection	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	2216	// Step 5: Query count(*)	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	2525	// Step 4: Create scalar + vector indexes and load collection	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	2530	// Step 5: Query count(*)	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	2670	// Step 1: Generate multi-type vortex dataset on MinIO	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	2674	// Step 2: Create external collection with Vortex-compatible multi-type schema	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	2795	// Step 1: Generate and upload data	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	2799	// Step 2: Create external collection	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	2840	// Step 4: Index + Load	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	2843	// Step 5: Query count(*)	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	3003	// Step 3: Trigger refresh and wait for completion	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	3008	// Step 4: Verify row count	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	3139	// Step 2: First refresh (with default source/spec) — establishes baseline	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	3148	// Step 3: Second refresh with NEW source and spec	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	585	// Step 1: Generate and upload parquet data to MinIO	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	609	// Step 2: Create external collection	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	686	// Step 5: Verify row count via collection statistics	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	706	// Step 6: Verify via ListRefreshExternalCollectionJobs	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	724	// Step 7: Regression for issue #48626 — explore temp dir must be	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	872	// Step 1: Generate and upload parquet data to MinIO	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	896	// Step 2: Create external collection	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	936	// Step 3: Trigger refresh and poll until complete	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	990	// Step 7: Query with filter and output fields	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	1004	// Step 8: Search with vector	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	1022	// Step 9: Search with filter (hybrid search)	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	1044	// Step 10: Query with pagination (offset + limit)	COMMENT
671 more matches not shown…

Excessive Try-Catch Wrapping900 hits · 898 pts

Severity	File	Line	Snippet	Context
LOW	cmd/tools/binlogv2/export_to_json.py	100	except Exception as e:	CODE
LOW	cmd/tools/binlogv2/export_to_json.py	153	except Exception as e:	CODE
LOW	cmd/tools/binlogv2/minio_parquet_analyzer.py	47	except Exception as e:	CODE
LOW	cmd/tools/binlogv2/minio_parquet_analyzer.py	232	except Exception as e:	CODE
LOW	cmd/tools/binlogv2/minio_parquet_analyzer.py	257	except Exception as e:	CODE
MEDIUM	cmd/tools/binlogv2/minio_parquet_analyzer.py	300	print(f"Error output: {process.stderr}")	CODE
LOW	cmd/tools/binlogv2/minio_parquet_analyzer.py	302	except Exception as e:	CODE
LOW	cmd/tools/binlogv2/minio_client.py	55	except Exception as e:	CODE
LOW	cmd/tools/binlogv2/minio_client.py	220	except Exception as e:	CODE
LOW	cmd/tools/binlogv2/minio_client.py	281	except Exception as e:	CODE
LOW	cmd/tools/binlogv2/parquet_analyzer_cli.py	324	except Exception as e:	CODE
LOW	cmd/tools/binlogv2/parquet_analyzer_cli.py	374	except Exception as e:	CODE
LOW	cmd/tools/binlogv2/parquet_analyzer/meta_parser.py	39	except Exception as e:	CODE
LOW	cmd/tools/binlogv2/parquet_analyzer/analyzer.py	396	except Exception:	CODE
LOW	cmd/tools/binlogv2/parquet_analyzer/analyzer.py	410	except Exception as e:	CODE
LOW	cmd/tools/binlogv2/parquet_analyzer/analyzer.py	460	except Exception as e:	CODE
LOW	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	112	except Exception as e:	CODE
LOW	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	150	except Exception as e:	CODE
LOW	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	181	except Exception as e:	CODE
LOW	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	220	except Exception as e:	CODE
LOW	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	259	except Exception as e:	CODE
LOW	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	292	except Exception as e:	CODE
LOW	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	354	except Exception as e:	CODE
LOW	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	393	except Exception as e:	CODE
LOW	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	466	except Exception as e:	CODE
LOW	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	529	except Exception as e:	CODE
LOW⚡	tools/mgit.py	490	except Exception:	CODE
LOW⚡	tools/mgit.py	861	except Exception as e:	CODE
LOW⚡	tools/mgit.py	869	except Exception as e:	CODE
LOW⚡	tools/mgit.py	877	except Exception as e:	CODE
LOW⚡	tools/mgit.py	2169	except Exception as e:	CODE
LOW⚡	tools/mgit.py	2179	except Exception as e:	CODE
LOW⚡	tools/mgit.py	2654	except Exception as e:	CODE
LOW⚡	tools/mgit.py	3402	except Exception as e:	CODE
LOW⚡	tools/mgit.py	3737	except Exception as e:	CODE
LOW	tools/mgit.py	214	except Exception:	CODE
LOW	tools/mgit.py	236	except Exception:	CODE
LOW	tools/mgit.py	365	except Exception as e:	CODE
LOW	tools/mgit.py	438	except Exception as e:	CODE
LOW	tools/mgit.py	453	except Exception:	CODE
LOW	tools/mgit.py	479	except Exception:	CODE
LOW	tools/mgit.py	573	except Exception as e:	CODE
LOW	tools/mgit.py	584	except Exception as e:	CODE
LOW	tools/mgit.py	595	except Exception as e:	CODE
LOW	tools/mgit.py	663	except Exception as e:	CODE
LOW	tools/mgit.py	694	except Exception as e:	CODE
LOW	tools/mgit.py	724	except Exception as e:	CODE
LOW	tools/mgit.py	750	except Exception as e:	CODE
LOW	tools/mgit.py	762	except Exception:	CODE
LOW	tools/mgit.py	1040	except Exception:	CODE
LOW	tools/mgit.py	1269	except Exception as e:	CODE
LOW	tools/mgit.py	1286	except Exception as e:	CODE
LOW	tools/mgit.py	1304	except Exception as e:	CODE
LOW	tools/mgit.py	1327	except Exception as e:	CODE
LOW	tools/mgit.py	1349	except Exception as e:	CODE
LOW	tools/mgit.py	1484	except Exception:	CODE
LOW	tools/mgit.py	1498	except Exception:	CODE
LOW	tools/mgit.py	1610	except Exception as e:	CODE
LOW	tools/mgit.py	1630	except Exception as e:	CODE
LOW	tools/mgit.py	1670	except Exception as e:	CODE
840 more matches not shown…

Verbosity Indicators693 hits · 854 pts

Severity	File	Line	Snippet	Context
LOW⚡	tools/mgit.py	3816	# Step 1: Pre-flight checks	COMMENT
LOW⚡	tools/mgit.py	3819	# Step 2: Select PR to cherry-pick	COMMENT
LOW⚡	tools/mgit.py	3822	# Step 3: Get target branch	COMMENT
LOW⚡	tools/mgit.py	3825	# Step 4: Setup cherry-pick branch	COMMENT
LOW⚡	tools/mgit.py	3828	# Step 5: Execute cherry-pick	COMMENT
LOW⚡	tools/mgit.py	3831	# Step 6: Push to fork	COMMENT
LOW⚡	tools/mgit.py	3834	# Step 7: Create PR	COMMENT
LOW⚡	tools/mgit.py	3837	# Step 8: Set milestone	COMMENT
LOW⚡	tests/integration/snapshot/snapshot_restore_test.go	328	// Step 9: Wait for restore to complete	COMMENT
LOW⚡	tests/integration/snapshot/snapshot_restore_test.go	332	// Step 10: Load restored collection - this is where the bug manifests	COMMENT
LOW⚡	tests/integration/snapshot/snapshot_restore_test.go	342	// Step 11: Verify restored data count matches snapshot point-in-time	COMMENT
LOW	tests/integration/snapshot/snapshot_restore_test.go	81	// Step 1: Create collection with JSON field and dynamic fields enabled	COMMENT
LOW	tests/integration/snapshot/snapshot_restore_test.go	119	// Step 2: Create indexes	COMMENT
LOW	tests/integration/snapshot/snapshot_restore_test.go	148	// Step 3: Insert data with JSON content	COMMENT
LOW	tests/integration/snapshot/snapshot_restore_test.go	215	// Step 4: Flush	COMMENT
LOW	tests/integration/snapshot/snapshot_restore_test.go	228	// Step 5: Load and verify initial data	COMMENT
LOW	tests/integration/snapshot/snapshot_restore_test.go	264	// Step 6: Create snapshot	COMMENT
LOW	tests/integration/snapshot/snapshot_restore_test.go	275	// Step 7: Insert more data after snapshot (to verify point-in-time restore)	COMMENT
LOW	tests/integration/snapshot/snapshot_restore_test.go	315	// Step 8: Restore snapshot to a new collection	COMMENT
LOW	tests/integration/snapshot/snapshot_restore_test.go	354	// Step 12: Verify JSON path index is functional via filter query	COMMENT
LOW	tests/integration/snapshot/snapshot_restore_test.go	367	// Step 13: Verify search works on restored collection	COMMENT
LOW	…sts/integration/flushall/flushall_with_restart_test.go	76	// Step 1: Insert 1000 rows and FlushAll.	COMMENT
LOW	…sts/integration/flushall/flushall_with_restart_test.go	91	// Step 2: Restart all streaming nodes, then insert another 1000 rows and FlushAll.	COMMENT
LOW	…sts/integration/flushall/flushall_with_restart_test.go	119	// Step 3: Create index, load collection, and query count(*) to verify total is 2000.	COMMENT
LOW	…sts/restful_client_v2/testcases/test_partial_update.py	412	# Step 1: Update existing records (partial fields only)	COMMENT
LOW	…sts/restful_client_v2/testcases/test_partial_update.py	429	# Step 2: Insert new records (all required fields)	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	649	// Step 3: Trigger refresh	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	658	// Step 4: Poll until refresh completes (timeout 120s)	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	970	// Step 4: Create vector index and load collection	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	976	// Step 6: Query count(*)	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	1701	// Step 1: Generate and upload multi-type parquet data	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	1709	// Step 2: Create external collection with multi-type schema	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	2211	// Step 4: Create scalar + vector indexes and load collection	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	2216	// Step 5: Query count(*)	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	2525	// Step 4: Create scalar + vector indexes and load collection	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	2530	// Step 5: Query count(*)	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	2670	// Step 1: Generate multi-type vortex dataset on MinIO	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	2674	// Step 2: Create external collection with Vortex-compatible multi-type schema	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	2795	// Step 1: Generate and upload data	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	2799	// Step 2: Create external collection	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	2840	// Step 4: Index + Load	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	2843	// Step 5: Query count(*)	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	3003	// Step 3: Trigger refresh and wait for completion	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	3008	// Step 4: Verify row count	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	3139	// Step 2: First refresh (with default source/spec) — establishes baseline	COMMENT
LOW⚡	…sts/go_client/testcases/external_table_refresh_test.go	3148	// Step 3: Second refresh with NEW source and spec	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	585	// Step 1: Generate and upload parquet data to MinIO	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	609	// Step 2: Create external collection	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	686	// Step 5: Verify row count via collection statistics	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	706	// Step 6: Verify via ListRefreshExternalCollectionJobs	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	724	// Step 7: Regression for issue #48626 — explore temp dir must be	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	872	// Step 1: Generate and upload parquet data to MinIO	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	896	// Step 2: Create external collection	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	936	// Step 3: Trigger refresh and poll until complete	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	990	// Step 7: Query with filter and output fields	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	1004	// Step 8: Search with vector	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	1022	// Step 9: Search with filter (hybrid search)	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	1044	// Step 10: Query with pagination (offset + limit)	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	1061	// Step 11: Search with multiple query vectors	COMMENT
LOW	…sts/go_client/testcases/external_table_refresh_test.go	1080	// Step 12: Query with output embedding field (vector retrieval)	COMMENT
633 more matches not shown…

Cross-File Repetition125 hits · 625 pts

Severity	File	Line	Snippet	Context
HIGH	…restful_client/testcases/test_collection_operations.py	0	target: test create collection method: create a collection with a simple schema expected: create collection success	STRING
HIGH	…tful_client_v2/testcases/test_collection_operations.py	0	target: test create collection method: create a collection with a simple schema expected: create collection success	STRING
HIGH	…ts/restful_client_v2/testcases/test_index_operation.py	0	target: test create collection method: create a collection with a simple schema expected: create collection success	STRING
HIGH	…estful_client_v2/testcases/test_partition_operation.py	0	target: test create collection method: create a collection with a simple schema expected: create collection success	STRING
HIGH	tests/restful_client_v2/utils/utils.py	0	generate float16 vector data raw_vectors : the vectors fp16_vectors: the bytes used for insert return: raw_vectors and f	STRING
HIGH	tests/python_client/common/bulk_insert_data.py	0	generate float16 vector data raw_vectors : the vectors fp16_vectors: the bytes used for insert return: raw_vectors and f	STRING
HIGH	tests/python_client/common/common_func.py	0	generate float16 vector data raw_vectors : the vectors fp16_vectors: the bytes used for insert return: raw_vectors and f	STRING
HIGH	tests/restful_client_v2/utils/utils.py	0	generate brain float16 vector data raw_vectors : the vectors bf16_vectors: the bytes used for insert return: raw_vectors	STRING
HIGH	tests/python_client/common/bulk_insert_data.py	0	generate brain float16 vector data raw_vectors : the vectors bf16_vectors: the bytes used for insert return: raw_vectors	STRING
HIGH	tests/python_client/common/common_func.py	0	generate brain float16 vector data raw_vectors : the vectors bf16_vectors: the bytes used for insert return: raw_vectors	STRING
HIGH	tests/python_client/README.md	0	target: verify create partition against a dropped collection method: 1. create a collection 2. drop collection 3. create	STRING
HIGH	tests/python_client/README_CN.md	0	target: verify create partition against a dropped collection method: 1. create a collection 2. drop collection 3. create	STRING
HIGH	…n_client/milvus_client/test_milvus_client_partition.py	0	target: verify create partition against a dropped collection method: 1. create a collection 2. drop collection 3. create	STRING
HIGH	tests/python_client/cdc/testcases/test_database.py	0	cleanup after each test method - only cleanup upstream, downstream will sync.	STRING
HIGH	tests/python_client/cdc/testcases/test_fts_and_text.py	0	cleanup after each test method - only cleanup upstream, downstream will sync.	STRING
HIGH	tests/python_client/cdc/testcases/test_rbac.py	0	cleanup after each test method - only cleanup upstream, downstream will sync.	STRING
HIGH	tests/python_client/cdc/testcases/test_collection.py	0	cleanup after each test method - only cleanup upstream, downstream will sync.	STRING
HIGH	…hon_client/cdc/testcases/test_collection_properties.py	0	cleanup after each test method - only cleanup upstream, downstream will sync.	STRING
HIGH	tests/python_client/cdc/testcases/test_partition.py	0	cleanup after each test method - only cleanup upstream, downstream will sync.	STRING
HIGH	tests/python_client/cdc/testcases/test_dml.py	0	cleanup after each test method - only cleanup upstream, downstream will sync.	STRING
HIGH	tests/python_client/cdc/testcases/test_alias.py	0	cleanup after each test method - only cleanup upstream, downstream will sync.	STRING
HIGH	tests/python_client/cdc/testcases/test_index.py	0	cleanup after each test method - only cleanup upstream, downstream will sync.	STRING
HIGH	tests/python_client/cdc/testcases/test_switchover.py	0	cleanup after each test method - only cleanup upstream, downstream will sync.	STRING
HIGH	…sts/python_client/cdc/testcases/test_multi_database.py	0	cleanup after each test method - only cleanup upstream, downstream will sync.	STRING
HIGH	…ython_client/cdc/testcases/test_search_verification.py	0	cleanup after each test method - only cleanup upstream, downstream will sync.	STRING
HIGH	…ts/python_client/cdc/testcases/test_schema_features.py	0	cleanup after each test method - only cleanup upstream, downstream will sync.	STRING
HIGH	…ython_client/deploy/scripts/action_before_reinstall.py	0	before reinstall: create collection, insert data and create index,load and search after reinstall: get collection, load,	STRING
HIGH	…client/deploy/testcases/test_action_after_reinstall.py	0	before reinstall: create collection, insert data and create index,load and search after reinstall: get collection, load,	STRING
HIGH	…lient/deploy/testcases/test_action_before_reinstall.py	0	before reinstall: create collection, insert data and create index,load and search after reinstall: get collection, load,	STRING
HIGH	…/python_client/deploy/scripts/action_before_upgrade.py	0	task_2: before upgrade: create collection, insert data and create index, load and search after upgrade: get collection,	STRING
HIGH	…python_client/deploy/scripts/action_after_reinstall.py	0	task_2: before upgrade: create collection, insert data and create index, load and search after upgrade: get collection,	STRING
HIGH	…s/python_client/deploy/scripts/action_after_upgrade.py	0	task_2: before upgrade: create collection, insert data and create index, load and search after upgrade: get collection,	STRING
HIGH	…client/milvus_client/test_milvus_client_search_json.py	0	**************************************************************** # the following are valid base cases **************	STRING
HIGH	…ent/milvus_client/test_milvus_client_partial_update.py	0	**************************************************************** # the following are valid base cases **************	STRING
HIGH	…client/milvus_client/test_milvus_client_timestamptz.py	0	**************************************************************** # the following are valid base cases **************	STRING
HIGH	…ient/milvus_client/test_milvus_client_hybrid_search.py	0	**************************************************************** # the following are valid base cases **************	STRING
HIGH	…client/milvus_client/test_milvus_client_force_merge.py	0	**************************************************************** # the following are valid base cases **************	STRING
HIGH	…thon_client/milvus_client/test_milvus_client_delete.py	0	**************************************************************** # the following are valid base cases **************	STRING
HIGH	…hon_client/milvus_client/test_milvus_client_compact.py	0	**************************************************************** # the following are valid base cases **************	STRING
HIGH	…nt/milvus_client/test_milvus_client_json_path_index.py	0	**************************************************************** # the following are valid base cases **************	STRING
HIGH	…nt/milvus_client/test_milvus_client_search_reranker.py	0	**************************************************************** # the following are valid base cases **************	STRING
HIGH	…_client/milvus_client/test_milvus_client_collection.py	0	**************************************************************** # the following are valid base cases **************	STRING
HIGH	…n_client/milvus_client/test_milvus_client_partition.py	0	**************************************************************** # the following are valid base cases **************	STRING
HIGH	…on_client/milvus_client/test_milvus_client_optimize.py	0	**************************************************************** # the following are valid base cases **************	STRING
HIGH	…thon_client/milvus_client/test_milvus_client_upsert.py	0	**************************************************************** # the following are valid base cases **************	STRING
HIGH	…ython_client/milvus_client/test_milvus_client_index.py	0	**************************************************************** # the following are valid base cases **************	STRING
HIGH	…ython_client/milvus_client/test_milvus_client_query.py	0	**************************************************************** # the following are valid base cases **************	STRING
HIGH	…on_client/milvus_client/test_milvus_client_database.py	0	**************************************************************** # the following are valid base cases **************	STRING
HIGH	…ython_client/milvus_client/test_milvus_client_alias.py	0	**************************************************************** # the following are valid base cases **************	STRING
HIGH	…thon_client/milvus_client/test_milvus_client_search.py	0	**************************************************************** # the following are valid base cases **************	STRING
HIGH	…ent/milvus_client/test_milvus_client_data_integrity.py	0	**************************************************************** # the following are valid base cases **************	STRING
HIGH	…nt/milvus_client/test_milvus_client_search_iterator.py	0	**************************************************************** # the following are valid base cases **************	STRING
HIGH	…thon_client/milvus_client/test_milvus_client_insert.py	0	**************************************************************** # the following are valid base cases **************	STRING
HIGH	tests/python_client/testcases/test_high_level_api.py	0	**************************************************************** # the following are valid base cases **************	STRING
HIGH	…/testcases/async_milvus_client/test_partition_async.py	0	**************************************************************** # the following are valid base cases **************	STRING
HIGH	…ient/testcases/async_milvus_client/test_index_async.py	0	**************************************************************** # the following are valid base cases **************	STRING
HIGH	…testcases/async_milvus_client/test_collection_async.py	0	**************************************************************** # the following are valid base cases **************	STRING
HIGH	…ent/milvus_client/test_milvus_client_partial_update.py	0	**************************************************************** # the following are invalid cases *****************	STRING
HIGH	…client/milvus_client/test_milvus_client_timestamptz.py	0	**************************************************************** # the following are invalid cases *****************	STRING
HIGH	…ient/milvus_client/test_milvus_client_hybrid_search.py	0	**************************************************************** # the following are invalid cases *****************	STRING
65 more matches not shown…

Empty Error Handlers120 hits · 592 pts

Severity	File	Line	Snippet	Context
HIGH	cmd/tools/binlogv2/minio_parquet_analyzer.py	365	except:	CODE
HIGH	cmd/tools/binlogv2/minio_client.py	290	except:	CODE
HIGH	cmd/tools/binlogv2/parquet_analyzer_cli.py	426	except ValueError:	CODE
HIGH	cmd/tools/binlogv2/parquet_analyzer/analyzer.py	100	except ValueError:	CODE
HIGH	cmd/tools/binlogv2/parquet_analyzer/analyzer.py	128	except ValueError:	CODE
HIGH	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	40	except:	CODE
HIGH	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	287	except:	CODE
HIGH	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	349	except:	CODE
HIGH	tools/mgit.py	3264	except Exception:	CODE
HIGH	tools/mgit.py	762	except Exception:	CODE
HIGH	tools/mgit.py	1040	except Exception:	CODE
HIGH	tools/mgit.py	2999	except Exception:	CODE
HIGH	tools/mgit.py	453	except Exception:	CODE
HIGH	tools/mgit.py	3673	except Exception:	CODE
HIGH	…estful_client_v2/testcases/test_rest_value_fidelity.py	105	except Exception:	CODE
HIGH	…client_v2/testcases/test_import_2pc_infra_dependent.py	2911	except Exception:	CODE
HIGH	…client_v2/testcases/test_import_2pc_infra_dependent.py	2916	except Exception:	CODE
HIGH	…l_client_v2/testcases/test_file_resource_operations.py	73	except Exception:	CODE
HIGH	…l_client_v2/testcases/test_file_resource_operations.py	80	except Exception:	CODE
HIGH	…nt_v2/testcases/test_external_collection_operations.py	346	except OSError:	CODE
HIGH	tests/go_client/testcases/generate_iceberg_data.py	223	except Exception:	CODE
HIGH	tests/go_client/testcases/generate_iceberg_data.py	228	except Exception:	CODE
HIGH	tests/python_client/cdc/testcases/test_rbac.py	391	except Exception:	CODE
HIGH	tests/python_client/cdc/testcases/test_rbac.py	423	except Exception:	CODE
HIGH	tests/python_client/cdc/testcases/test_rbac.py	436	except Exception:	CODE
HIGH	tests/python_client/cdc/testcases/test_rbac.py	580	except Exception:	CODE
HIGH	tests/python_client/cdc/testcases/test_rbac.py	651	except Exception:	CODE
HIGH	tests/python_client/cdc/testcases/test_rbac.py	664	except Exception:	CODE
HIGH	tests/python_client/cdc/testcases/test_force_promote.py	60	except Exception:	CODE
HIGH	tests/python_client/plugin/log_filter.py	42	except Exception:	CODE
HIGH	tests/python_client/plugin/log_filter.py	128	except Exception:	CODE
HIGH	tests/python_client/plugin/log_filter.py	307	except Exception:	CODE
HIGH	tests/python_client/plugin/log_filter.py	869	except Exception:	CODE
HIGH	tests/python_client/plugin/log_filter.py	881	except Exception:	CODE
HIGH	tests/python_client/plugin/log_filter.py	57	except Exception:	CODE
HIGH	tests/python_client/plugin/log_filter.py	85	except Exception:	CODE
HIGH	tests/python_client/plugin/log_filter.py	260	except Exception:	CODE
HIGH	tests/python_client/plugin/log_filter.py	901	except Exception:	CODE
HIGH	tests/python_client/plugin/log_filter.py	863	except Exception:	CODE
HIGH	tests/python_client/plugin/log_filter.py	299	except Exception:	CODE
HIGH	tests/python_client/common/external_table_common.py	849	except OSError:	CODE
HIGH	tests/python_client/common/mock_tei_server.py	200	except OSError:	CODE
HIGH	tests/python_client/common/mock_tei_server.py	210	except (OSError, socket.gaierror):	CODE
HIGH	tests/python_client/common/mock_tei_server.py	321	except OSError:	CODE
HIGH	tests/python_client/common/common_func.py	5556	except Exception:	CODE
HIGH	tests/python_client/common/common_func.py	5580	except Exception:	CODE
HIGH	tests/python_client/common/minio_comm.py	22	except S3Error:	CODE
HIGH	…client/milvus_client/test_milvus_client_query_order.py	168	except Exception:	CODE
HIGH	…ent/milvus_client/test_milvus_client_partial_update.py	2456	except Exception:	CODE
HIGH	…python_client/milvus_client/test_milvus_client_rbac.py	92	except Exception:	CODE
HIGH	…python_client/milvus_client/test_milvus_client_rbac.py	41	except Exception:	CODE
HIGH	…python_client/milvus_client/test_milvus_client_rbac.py	80	except Exception:	CODE
HIGH	…python_client/milvus_client/test_milvus_client_rbac.py	3248	except Exception:	CODE
HIGH	…python_client/milvus_client/test_milvus_client_rbac.py	3254	except Exception:	CODE
HIGH	…python_client/milvus_client/test_milvus_client_rbac.py	3260	except Exception:	CODE
HIGH	…python_client/milvus_client/test_milvus_client_rbac.py	3266	except Exception:	CODE
HIGH	…python_client/milvus_client/test_milvus_client_rbac.py	3272	except Exception:	CODE
HIGH	…python_client/milvus_client/test_milvus_client_rbac.py	3279	except Exception:	CODE
HIGH	…python_client/milvus_client/test_milvus_client_rbac.py	3284	except Exception:	CODE
HIGH	…python_client/milvus_client/test_milvus_client_rbac.py	76	except Exception:	CODE
60 more matches not shown…

Deep Nesting341 hits · 219 pts

Severity	File	Line	Context
LOW	cmd/tools/binlogv2/export_to_json.py	16	CODE
LOW	cmd/tools/binlogv2/minio_parquet_analyzer.py	638	CODE
LOW	cmd/tools/binlogv2/minio_client.py	527	CODE
LOW	cmd/tools/binlogv2/minio_client.py	293	CODE
LOW	cmd/tools/binlogv2/parquet_analyzer_cli.py	20	CODE
LOW	cmd/tools/binlogv2/parquet_analyzer_cli.py	98	CODE
LOW	cmd/tools/binlogv2/parquet_analyzer_cli.py	142	CODE
LOW	cmd/tools/binlogv2/parquet_analyzer_cli.py	281	CODE
LOW	cmd/tools/binlogv2/parquet_analyzer_cli.py	379	CODE
LOW	cmd/tools/binlogv2/parquet_analyzer/meta_parser.py	112	CODE
LOW	cmd/tools/binlogv2/parquet_analyzer/analyzer.py	56	CODE
LOW	cmd/tools/binlogv2/parquet_analyzer/analyzer.py	313	CODE
LOW	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	16	CODE
LOW	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	297	CODE
LOW	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	359	CODE
LOW	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	398	CODE
LOW	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	471	CODE
LOW	tools/mgit.py	1992	CODE
LOW	tools/mgit.py	2186	CODE
LOW	tools/mgit.py	2606	CODE
LOW	tools/mgit.py	2973	CODE
LOW	tools/mgit.py	3032	CODE
LOW	tools/mgit.py	3153	CODE
LOW	tools/mgit.py	3530	CODE
LOW	tools/mgit.py	3860	CODE
LOW	tools/mgit.py	429	CODE
LOW	tools/mgit.py	753	CODE
LOW	tools/mgit.py	941	CODE
LOW	tools/mgit.py	1015	CODE
LOW	tools/mgit.py	1502	CODE
LOW	tools/mgit.py	1784	CODE
LOW	tests/restful_client_v2/utils/utils.py	363	CODE
LOW	tests/restful_client_v2/utils/utils.py	552	CODE
LOW	…restful_client_v2/testcases/test_database_operation.py	167	CODE
LOW	…/restful_client_v2/testcases/test_vector_operations.py	3934	CODE
LOW	…tful_client_v2/testcases/test_collection_operations.py	1675	CODE
LOW	…tful_client_v2/testcases/test_collection_operations.py	1799	CODE
LOW	…client_v2/testcases/test_import_2pc_infra_dependent.py	3207	CODE
LOW	…/restful_client_v2/testcases/test_query_aggregation.py	25	CODE
LOW	…_client_v2/testcases/test_embedding_rerank_function.py	2053	CODE
LOW	…estful_client_v2/testcases/test_snapshot_operations.py	15	CODE
LOW	…stful_client_v2/testcases/test_import_2pc_operation.py	1990	CODE
LOW	…stful_client_v2/testcases/test_import_2pc_operation.py	2346	CODE
LOW	…stful_client_v2/testcases/test_import_2pc_operation.py	7180	CODE
LOW	…stful_client_v2/testcases/test_import_2pc_operation.py	7442	CODE
LOW	…stful_client_v2/testcases/test_import_2pc_operation.py	7551	CODE
LOW	…stful_client_v2/testcases/test_import_2pc_operation.py	7659	CODE
LOW	…stful_client_v2/testcases/test_import_2pc_operation.py	7772	CODE
LOW	…stful_client_v2/testcases/test_import_2pc_operation.py	7895	CODE
LOW	…estful_client_v2/testcases/test_geometry_operations.py	156	CODE
LOW	…estful_client_v2/testcases/test_geometry_operations.py	303	CODE
LOW	…sts/restful_client_v2/testcases/test_jobs_operation.py	269	CODE
LOW	…sts/restful_client_v2/testcases/test_jobs_operation.py	3677	CODE
LOW	…sts/restful_client_v2/testcases/test_jobs_operation.py	3779	CODE
LOW	…sts/restful_client_v2/testcases/test_jobs_operation.py	3871	CODE
LOW	tests/python_client/conftest.py	457	CODE
LOW	tests/python_client/cdc/conftest.py	278	CODE
LOW	tests/python_client/cdc/conftest.py	352	CODE
LOW	tests/python_client/cdc/conftest.py	294	CODE
LOW	tests/python_client/cdc/conftest.py	395	CODE
281 more matches not shown…

Hallucination Indicators15 hits · 190 pts

Severity	File	Line	Snippet	Context
CRITICAL	internal/datacoord/task_index_test.go	162	s.mt.indexMeta.segmentBuildInfo.buildID2SegmentIndex.Remove(s.taskID)	CODE
CRITICAL	internal/datacoord/task_index_test.go	169	s.mt.indexMeta.segmentBuildInfo.buildID2SegmentIndex.Insert(s.taskID, &model.SegmentIndex{	CODE
CRITICAL	internal/datacoord/task_index_test.go	1031	s.mt.indexMeta.segmentBuildInfo.buildID2SegmentIndex.Insert(s.taskID, t)	CODE
CRITICAL	…ver/wal/interceptors/partialupdate/interceptor_test.go	646	require.Equal(t, versionIndexBudgetForEntries(1), interceptor.state.pkVersions.budget.used.Load())	CODE
CRITICAL	…ver/wal/interceptors/partialupdate/interceptor_test.go	669	require.Equal(t, versionIndexBudgetForEntries(1), interceptor.state.pkVersions.budget.used.Load())	CODE
CRITICAL⚡	pkg/streaming/walimpls/impls/wp/builder_test.go	306	assert.Equal(t, 330, wpConfig.Woodpecker.Client.Auditor.CompactionAttemptTimeout.Seconds())	CODE
CRITICAL⚡	pkg/streaming/walimpls/impls/wp/builder_test.go	307	assert.Equal(t, 60, wpConfig.Woodpecker.Client.Auditor.CompactionPassBudget.Seconds())	CODE
CRITICAL⚡	pkg/streaming/walimpls/impls/wp/builder_test.go	308	assert.Equal(t, 300, wpConfig.Woodpecker.Logstore.SegmentCompactionPolicy.Timeout.Seconds())	CODE
CRITICAL⚡	pkg/streaming/walimpls/impls/wp/builder_test.go	309	assert.Equal(t, int64(1000000000), wpConfig.Woodpecker.Logstore.SegmentCompactionPolicy.MaxInflightMemory.Int64())	CODE
CRITICAL⚡	pkg/streaming/walimpls/impls/wp/builder_test.go	318	assert.Equal(t, 90, wpConfig.Woodpecker.Client.Auditor.CompactionAttemptTimeout.Seconds())	CODE
CRITICAL⚡	pkg/streaming/walimpls/impls/wp/builder_test.go	319	assert.Equal(t, 45, wpConfig.Woodpecker.Client.Auditor.CompactionPassBudget.Seconds())	CODE
CRITICAL⚡	pkg/streaming/walimpls/impls/wp/builder_test.go	320	assert.Equal(t, 600, wpConfig.Woodpecker.Logstore.SegmentCompactionPolicy.Timeout.Seconds())	CODE
CRITICAL⚡	pkg/streaming/walimpls/impls/wp/builder_test.go	321	assert.Equal(t, int64(210241024*1024), wpConfig.Woodpecker.Logstore.SegmentCompactionPolicy.MaxInflightMemory.Int64(	CODE
CRITICAL	pkg/streaming/walimpls/impls/wp/builder_test.go	418	assert.Equal(t, tc.expectAttempt, wpConfig.Woodpecker.Client.Auditor.CompactionAttemptTimeout.Seconds())	CODE
CRITICAL	pkg/streaming/walimpls/impls/wp/builder_test.go	419	assert.Equal(t, tc.expectBudget, wpConfig.Woodpecker.Client.Auditor.CompactionPassBudget.Seconds())	CODE

Self-Referential Comments31 hits · 92 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/restful_client_v2/utils/utils.py	91	# Create a frequency counter	COMMENT
MEDIUM	tests/restful_client_v2/utils/utils.py	97	# Create a reverse vocabulary mapping	COMMENT
MEDIUM	tests/restful_client_v2/utils/utils.py	590	# Create a large query polygon that will intersect with many geometries	COMMENT
MEDIUM	tests/restful_client_v2/utils/utils.py	612	# Create a query polygon that contains multiple points	COMMENT
MEDIUM	tests/restful_client_v2/utils/utils.py	633	# Create a large query polygon that contains many small geometries	COMMENT
MEDIUM	tests/restful_client_v2/utils/utils.py	646	# Create a polygon that touches some base geometries	COMMENT
MEDIUM	tests/restful_client_v2/utils/utils.py	680	# Create a line that crosses polygons	COMMENT
MEDIUM⚡	tests/restful_client_v2/base/testbase.py	96	for db_name in self.database_client.db_names[:]: # Create a copy of the list to iterate	CODE
MEDIUM⚡	tests/scripts/get_etcd_info.sh	4	# Define the etcdctl command with endpoints option	COMMENT
MEDIUM	tests/python_client/cdc/testcases/test_setup_cdc.py	42	# Create a basic topology configuration	COMMENT
MEDIUM	…sts/python_client/cdc/testcases/test_resource_group.py	81	# Create the RG on BOTH sides (independently, since create isn't replicated either).	COMMENT
MEDIUM	…sts/python_client/cdc/testcases/test_resource_group.py	114	# Create the RG on both sides with different configs.	COMMENT
MEDIUM	tests/python_client/common/common_func.py	312	# Create a frequency counter	COMMENT
MEDIUM	tests/python_client/common/common_func.py	318	# Create a reverse vocabulary mapping	COMMENT
MEDIUM	…on_client/milvus_client/test_milvus_client_geometry.py	255	# Create a large query polygon that will intersect with many geometries	COMMENT
MEDIUM	…on_client/milvus_client/test_milvus_client_geometry.py	282	# Create a small query point that can be contained by many base polygons	COMMENT
MEDIUM	…on_client/milvus_client/test_milvus_client_geometry.py	342	# Create a polygon that contains multiple points	COMMENT
MEDIUM	…on_client/milvus_client/test_milvus_client_geometry.py	394	# Create a polygon that touches some base geometries	COMMENT
MEDIUM	…on_client/milvus_client/test_milvus_client_geometry.py	446	# Create a line that crosses the first polygon	COMMENT
MEDIUM	…on_client/milvus_client/test_milvus_client_geometry.py	948	# Create a large polygon that contains all geometries	COMMENT
MEDIUM	…on_client/milvus_client/test_milvus_client_geometry.py	1729	# Create a large containing polygon to test spatial relationships	COMMENT
MEDIUM	…on_client/milvus_client/test_milvus_client_geometry.py	3883	# Create a new collection for each test to avoid state pollution	COMMENT
MEDIUM	…lient/milvus_client/test_milvus_client_struct_array.py	5392	# This function handles floating-point tolerance and dict order	COMMENT
MEDIUM	…lient/milvus_client/test_milvus_client_range_search.py	1443	# Create a partition	COMMENT
MEDIUM⚡	…_client/milvus_client/test_milvus_client_collection.py	494	# Create an empty schema (no fields added)	COMMENT
MEDIUM	tests/python_client/check/param_check.py	169	# Create a set of available indices for b	COMMENT
MEDIUM	tests/python_client/check/param_check.py	174	# Create a list of indices to remove (avoid modifying the set during iteration)	COMMENT
MEDIUM	tests/python_client/chaos/chaos_test.sh	61	# Initialize basic variables	COMMENT
MEDIUM	internal/core/build-support/cpplint.py	1399	# Create a testcase for each file	COMMENT
MEDIUM	internal/core/build-support/cpplint.py	6092	# The following function is just a speed up, no semantics are changed.	STRING
MEDIUM⚡	.github/mergify.yml	3	# This file defines automated rules for pull request management	COMMENT

AI Slop Vocabulary39 hits · 92 pts

Severity	File	Line	Snippet	Context
MEDIUM	cmd/tools/config/generate.go	336	#when using GPU indexing, Milvus will utilize a memory pool to avoid frequent memory allocation and deallocation.	COMMENT
MEDIUM	tests/python_client/cdc/testcases/test_collection.py	680	# Create collection with comprehensive schema (has multiple fields)	COMMENT
MEDIUM⚡	tests/python_client/cdc/testcases/test_dml.py	561	# Prepare comprehensive upsert data - update first 15 existing records + insert 15 new records	COMMENT
MEDIUM⚡	tests/python_client/cdc/testcases/test_dml.py	564	# Update existing records (IDs 1-15) with new comprehensive data	COMMENT
MEDIUM⚡	tests/python_client/cdc/testcases/test_dml.py	855	# Prepare alternative comprehensive upsert data - update first 15 existing records + insert 15 new records	COMMENT
MEDIUM⚡	tests/python_client/cdc/testcases/test_dml.py	858	# Update existing records (IDs 1-15) with new alternative comprehensive data	COMMENT
MEDIUM	tests/python_client/cdc/testcases/test_dml.py	386	# Create collection with comprehensive schema	COMMENT
MEDIUM	tests/python_client/cdc/testcases/test_dml.py	412	# Generate and insert comprehensive test data	COMMENT
MEDIUM	tests/python_client/cdc/testcases/test_dml.py	518	# Create collection with comprehensive manual ID schema	COMMENT
MEDIUM	tests/python_client/cdc/testcases/test_dml.py	537	# Insert initial comprehensive data	COMMENT
MEDIUM	tests/python_client/cdc/testcases/test_dml.py	674	# Create collection with alternative comprehensive schema	COMMENT
MEDIUM	tests/python_client/cdc/testcases/test_dml.py	700	# Generate and insert alternative comprehensive test data	COMMENT
MEDIUM	tests/python_client/cdc/testcases/test_dml.py	812	# Create collection with alternative comprehensive manual ID schema	COMMENT
MEDIUM	tests/python_client/cdc/testcases/test_dml.py	831	# Insert initial alternative comprehensive data	COMMENT
MEDIUM⚡	tests/python_client/cdc/testcases/test_dml.py	367	"""Test INSERT operation sync with comprehensive data types."""	STRING
MEDIUM⚡	tests/python_client/cdc/testcases/test_dml.py	499	"""Test UPSERT operation sync with comprehensive data types."""	STRING
MEDIUM⚡	tests/python_client/cdc/testcases/test_dml.py	655	"""Test INSERT operation sync with alternative comprehensive data types (BFLOAT16 + INT8)."""	STRING
MEDIUM⚡	tests/python_client/cdc/testcases/test_dml.py	793	"""Test UPSERT operation sync with alternative comprehensive data types (BFLOAT16 + INT8)."""	STRING
LOW	tests/python_client/cdc/testcases/base.py	76	# Fallback: just use random string	COMMENT
MEDIUM	tests/python_client/cdc/testcases/base.py	140	"""Create schema with comprehensive data types for testing (max 4 vector fields)."""	STRING
MEDIUM	tests/python_client/cdc/testcases/base.py	189	"""Create comprehensive schema with manual ID for upsert operations (max 4 vector fields)."""	STRING
MEDIUM	tests/python_client/cdc/testcases/base.py	238	"""Create alternative comprehensive schema with BFLOAT16_VECTOR and INT8_VECTOR (max 4 vector fields)."""	STRING
MEDIUM	tests/python_client/cdc/testcases/base.py	287	"""Create alternative comprehensive schema with manual ID, BFLOAT16_VECTOR and INT8_VECTOR (max 4 vector fields)	STRING
MEDIUM	tests/python_client/cdc/testcases/base.py	375	"""Generate comprehensive test data with all data types using standard vector generation."""	STRING
MEDIUM	tests/python_client/cdc/testcases/base.py	424	"""Generate comprehensive test data with alternative vector types (BFLOAT16 + INT8)."""	STRING
MEDIUM	tests/python_client/cdc/testcases/base.py	473	"""Generate comprehensive test data with manual IDs and alternative vector types (BFLOAT16 + INT8)."""	STRING
MEDIUM	tests/python_client/cdc/testcases/base.py	570	"""Generate comprehensive test data with manual IDs for upsert operations using standard vector generation."""	STRING
MEDIUM	…on_client/milvus_client/test_milvus_client_snapshot.py	2164	# Generate comprehensive schema with all data types	COMMENT
LOW	tests/python_client/check/param_check.py	141	# For non-dict items, just add as-is	COMMENT
LOW	internal/core/build-support/cpplint.py	3063	# Here we can just use a shallow copy since we are the last	COMMENT
MEDIUM	internal/core/src/index/RTreeIndexTest.cpp	816	// To make assertion robust across GEOS versions, simply check big polygon within itself should be true.	COMMENT
MEDIUM	internal/util/queryutil/remap_op.go	74	// This approach is more robust than name-based matching because:	COMMENT
MEDIUM	internal/parser/planparserv2/parser_visitor.go	3246	// UnaryRangeExpr with the reversed operator to leverage indexing.	COMMENT
MEDIUM	internal/http/webui/assets/index-nmS7rbPW.js	33	*/var hT=b,rr=gT;function he(e){for(var t="https://reactjs.org/docs/error-decoder.html?invariant="+e,n=1;n<arguments.le	COMMENT
MEDIUM	internal/http/webui/assets/index-nmS7rbPW.js	33	*/var hT=b,rr=gT;function he(e){for(var t="https://reactjs.org/docs/error-decoder.html?invariant="+e,n=1;n<arguments.le	COMMENT
MEDIUM	internal/http/webui/assets/index-nmS7rbPW.js	67	*/function Dd(){return Dd=Object.assign?Object.assign.bind():function(e){for(var t=1;t<arguments.length;t++){var n=argu	COMMENT
MEDIUM	internal/http/webui/assets/index-nmS7rbPW.js	67	*/function Dd(){return Dd=Object.assign?Object.assign.bind():function(e){for(var t=1;t<arguments.length;t++){var n=argu	COMMENT
MEDIUM	internal/querynodev2/delegator/delegator_data.go	1109	// Per-segment catch-up cursors. Timestamp-based catch-up is robust against	COMMENT
MEDIUM	configs/milvus.yaml	1642	#when using GPU indexing, Milvus will utilize a memory pool to avoid frequent memory allocation and deallocation.	COMMENT

Redundant / Tautological Comments68 hits · 83 pts

Severity	File	Line	Snippet	Context
LOW	cmd/tools/binlogv2/export_to_json.py	216	# Check if file exists	STRING
LOW	cmd/tools/binlogv2/minio_parquet_analyzer.py	51	# Check if parquet_analyzer_cli.py exists	COMMENT
LOW	cmd/tools/binlogv2/parquet_analyzer_cli.py	79	# Check if file exists	STRING
LOW	cmd/tools/binlogv2/parquet_analyzer_cli.py	441	# Display results	COMMENT
LOW	cmd/tools/binlogv2/parquet_analyzer/analyzer.py	74	# Check if there's binary data (vector)	COMMENT
LOW	cmd/tools/binlogv2/parquet_analyzer/analyzer.py	293	# Check if vector types are consistent for the same column	COMMENT
LOW	cmd/tools/binlogv2/parquet_analyzer/analyzer.py	436	# Check if column looks like an ID column	COMMENT
LOW⚡	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	488	# Check if it's an increasing pattern	COMMENT
LOW⚡	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	492	# Check if it's a cyclic pattern (i + j) % 256	COMMENT
LOW⚡	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	500	# Check if it's a sequential pattern [start, start+1, start+2, ...]	COMMENT
LOW	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	32	# Check if it starts with { or [ (JSON indicators)	COMMENT
LOW	…tools/binlogv2/parquet_analyzer/vector_deserializer.py	49	# Check if it looks like a protobuf array	COMMENT
LOW	tools/mgit.py	251	# Check if URL contains username (github.com/username/ or github.com:username/)	COMMENT
LOW	tools/mgit.py	559	# Check if any AI source is available	COMMENT
LOW	tools/mgit.py	1514	# Check if query is an issue number (must be purely numeric, optionally with #)	COMMENT
LOW	tools/mgit.py	1977	# Check if branch already exists	COMMENT
LOW	tools/mgit.py	2436	# Check if formatting made changes and stage them (only if formatting was run)	COMMENT
LOW	tools/mgit.py	2547	# Check if claude CLI is available (cross-platform)	COMMENT
LOW	tools/mgit.py	2669	# Check if there's an existing PR with a linked issue	COMMENT
LOW	tools/mgit.py	2975	# Check if there are changes to commit first	COMMENT
LOW	tools/mgit.py	3002	# Check if there are upstream changes	COMMENT
LOW	tools/mgit.py	3616	# Check if branch already exists	COMMENT
LOW	…/restful_client_v2/testcases/test_vector_operations.py	4033	# Check if offset + limit exceeds max allowed	COMMENT
LOW⚡	tests/scripts/get_etcd_info.sh	10	# Check if the etcd pods are running	COMMENT
LOW⚡	tests/scripts/get_etcd_info.sh	16	# Loop through the list of etcd pods and get their status	COMMENT
LOW	tests/scripts/e2e-k8s.sh	380	# Check if the user is running the clusters in manual mode.	COMMENT
LOW⚡	tests/scripts/docker_image_find_tag.sh	174	# Check if tags are not being filtered	COMMENT
LOW⚡	tests/scripts/docker_image_find_tag.sh	177	# Check if limit reached and display warning	COMMENT
LOW⚡	tests/scripts/docker_image_find_tag.sh	186	# Check if limit reached and display warning	COMMENT
LOW	tests/python_client/cdc/scripts/setup_cdc_topology.py	109	if removed_clusters_uris and removed_clusters_uris[0]: # Check if removed_clusters_uris is not empty	CODE
LOW	tests/python_client/cdc/testcases/test_dml.py	328	# Check if updated records exist with new values (number >= 1001 and <= 1025)	COMMENT
LOW	tests/python_client/cdc/testcases/test_dml.py	340	# Check if new records exist (number >= 2051 and <= 2075)	COMMENT
LOW	tests/python_client/cdc/testcases/test_dml.py	603	# Check if updated records exist with "updated_" prefix	COMMENT
LOW	tests/python_client/cdc/testcases/test_dml.py	615	# Check if new records exist with "new_" prefix	COMMENT
LOW	tests/python_client/cdc/testcases/test_dml.py	897	# Check if updated records exist with "updated_" prefix	COMMENT
LOW	tests/python_client/cdc/testcases/test_dml.py	909	# Check if new records exist with "new_" prefix	COMMENT
LOW	tests/python_client/cdc/testcases/test_alias.py	297	# Check if alias still exists and points to correct collection after alter	COMMENT
LOW	…ient/rolling_upgrade/test_rolling_update_one_by_one.py	244	# Check if the status remains stable for 1 minute	COMMENT
LOW	…ent/milvus_client/test_milvus_client_partial_update.py	795	"price": None, # Set back to null	CODE
LOW	…on_client/milvus_client/test_milvus_client_geometry.py	756	# Check if within threshold	COMMENT
LOW	…on_client/milvus_client/test_milvus_client_geometry.py	1503	elif i % 4 == 1: # Set geo to None - should use default value	CODE
LOW	…lient/milvus_client/test_milvus_client_struct_array.py	5262	# Check if bucket exists	COMMENT
LOW	…lient/milvus_client/test_milvus_client_struct_array.py	5365	# Check if row count matches	COMMENT
LOW	…nt/milvus_client/test_milvus_client_search_reranker.py	2815	# Check if documents are the same	COMMENT
LOW	…hon_client/milvus_client/test_milvus_client_minhash.py	789	# Check if result counts differ significantly	COMMENT
LOW	…hon_client/milvus_client/test_milvus_client_minhash.py	803	# Check if distances are identical or different	COMMENT
LOW	…hon_client/milvus_client/test_milvus_client_minhash.py	3841	# Check if bucket exists	COMMENT
LOW	…thon_client/milvus_client/test_milvus_client_search.py	6335	# Check if documents are the same	COMMENT
LOW	tests/python_client/check/param_check.py	262	# Check if dict2 is a subset of dict1	COMMENT
LOW	tests/python_client/chaos/chaos_test.sh	21	# Check if stdout is a terminal	COMMENT
LOW	tests/python_client/testcases/indexes/test_ngram.py	34	# Check if this test case requires JSON field	COMMENT
LOW	tests/python_client/testcases/indexes/test_ngram.py	219	# Check if the field type is supported for NGRAM index	COMMENT
LOW	internal/core/build-support/cpplint.py	2997	# Check if token is an unmatched '<'.	COMMENT
LOW	internal/core/build-support/cpplint.py	3625	# Check if the // may be in quotes. If so, ignore it	STRING
LOW	internal/core/build-support/cpplint.py	4581	# Check if the body is empty	STRING
LOW	internal/core/build-support/cpplint.py	4872	# Check if the line is a header guard.	STRING
LOW	internal/core/build-support/cpplint.py	5271	# Check if people are using the verboten C basic types. The only exception	STRING
LOW	internal/core/build-support/cpplint.py	5283	# Check if some verboten operator overloading is going on	STRING
LOW	internal/core/build-support/cpplint.py	5464	# Check if some verboten C functions are being used.	STRING
LOW	internal/core/build-support/cpplint.py	6235	# Set end_col to check whole lines after we are done with the	STRING
8 more matches not shown…

Unused Imports81 hits · 67 pts

Severity	File	Line	Context
LOW	cmd/tools/binlogv2/export_to_json.py	11	CODE
LOW	cmd/tools/binlogv2/minio_parquet_analyzer.py	12	CODE
LOW	cmd/tools/binlogv2/minio_client.py	14	CODE
LOW	cmd/tools/binlogv2/parquet_analyzer_cli.py	10	CODE
LOW	cmd/tools/binlogv2/parquet_analyzer/analyzer.py	326	CODE
LOW	cmd/tools/binlogv2/parquet_analyzer/__init__.py	6	CODE
LOW	cmd/tools/binlogv2/parquet_analyzer/__init__.py	7	CODE
LOW	cmd/tools/binlogv2/parquet_analyzer/__init__.py	8	CODE
LOW	tests/restful_client/conftest.py	2	CODE
LOW	tests/restful_client_v2/conftest.py	2	CODE
LOW	tests/go_client/testcases/generate_vortex_data.py	28	CODE
LOW	tests/go_client/testcases/generate_parquet_data.py	12	CODE
LOW	tests/python_client/conftest.py	1	CODE
LOW	tests/python_client/deploy/conftest.py	1	CODE
LOW	tests/python_client/deploy/conftest.py	2	CODE
LOW	tests/python_client/deploy/conftest.py	3	CODE
LOW	tests/python_client/deploy/conftest.py	5	CODE
LOW	tests/python_client/deploy/conftest.py	6	CODE
LOW	tests/python_client/deploy/conftest.py	7	CODE
LOW	tests/python_client/deploy/conftest.py	8	CODE
LOW	tests/python_client/deploy/conftest.py	8	CODE
LOW	tests/python_client/deploy/conftest.py	9	CODE
LOW	tests/python_client/deploy/conftest.py	10	CODE
LOW	tests/python_client/deploy/conftest.py	11	CODE
LOW	tests/python_client/deploy/conftest.py	12	CODE
LOW	tests/python_client/deploy/conftest.py	13	CODE
LOW	tests/python_client/deploy/conftest.py	13	CODE
LOW	tests/python_client/deploy/conftest.py	13	CODE
LOW	tests/python_client/deploy/conftest.py	13	CODE
LOW	tests/python_client/data_verify/multi_thread_checker.py	1	CODE
LOW	…client/milvus_client/test_milvus_client_query_order.py	10	CODE
LOW	…nt/milvus_client/test_milvus_client_search_group_by.py	14	CODE
LOW	…ent/milvus_client/test_milvus_client_partial_update.py	15	CODE
LOW	…python_client/milvus_client/test_milvus_client_rbac.py	11	CODE
LOW	…ient/milvus_client/test_milvus_client_hybrid_search.py	10	CODE
LOW	…ient/milvus_client/test_milvus_client_hybrid_search.py	11	CODE
LOW	…client/milvus_client/test_milvus_client_force_merge.py	26	CODE
LOW	…client/milvus_client/test_milvus_client_force_merge.py	31	CODE
LOW	…lient/milvus_client/test_milvus_client_struct_array.py	30	CODE
LOW	…thon_client/milvus_client/test_milvus_client_delete.py	6	CODE
LOW	…thon_client/milvus_client/test_milvus_client_delete.py	10	CODE
LOW	…hon_client/milvus_client/test_milvus_client_compact.py	7	CODE
LOW	…hon_client/milvus_client/test_milvus_client_compact.py	11	CODE
LOW	…hon_client/milvus_client/test_milvus_client_compact.py	12	CODE
LOW	…hon_client/milvus_client/test_milvus_client_compact.py	14	CODE
LOW	…hon_client/milvus_client/test_milvus_client_compact.py	15	CODE
LOW	…nt/milvus_client/test_milvus_client_json_path_index.py	4	CODE
LOW	…nt/milvus_client/test_milvus_client_json_path_index.py	7	CODE
LOW	…nt/milvus_client/test_milvus_client_json_path_index.py	11	CODE
LOW	…nt/milvus_client/test_milvus_client_search_reranker.py	13	CODE
LOW	…nt/milvus_client/test_milvus_client_search_reranker.py	17	CODE
LOW	…lient/test_milvus_client_struct_array_element_query.py	18	CODE
LOW	…vus_client/test_milvus_client_struct_array_nullable.py	28	CODE
LOW	…on_client/milvus_client/test_milvus_client_optimize.py	25	CODE
LOW	…on_client/milvus_client/test_milvus_client_optimize.py	29	CODE
LOW	…lient/milvus_client/test_milvus_client_search_by_pk.py	2	CODE
LOW	…thon_client/milvus_client/test_milvus_client_upsert.py	10	CODE
LOW	…/milvus_client/test_milvus_client_search_pagination.py	3	CODE
LOW	…ython_client/milvus_client/test_milvus_client_index.py	6	CODE
LOW	…ython_client/milvus_client/test_milvus_client_index.py	10	CODE
21 more matches not shown…

AI Structural Patterns81 hits · 55 pts

Severity	File	Line	Context
LOW	tests/restful_client/utils/utils.py	34	CODE
LOW	tests/restful_client/api/milvus.py	227	CODE
LOW	tests/restful_client_v2/utils/utils.py	134	CODE
LOW	tests/restful_client_v2/api/milvus.py	389	CODE
LOW	tests/restful_client_v2/api/milvus.py	407	CODE
LOW	tests/restful_client_v2/api/milvus.py	416	CODE
LOW	tests/restful_client_v2/api/milvus.py	425	CODE
LOW	tests/restful_client_v2/api/milvus.py	439	CODE
LOW	tests/restful_client_v2/api/milvus.py	450	CODE
LOW	tests/restful_client_v2/api/milvus.py	649	CODE
LOW	tests/restful_client_v2/api/milvus.py	658	CODE
LOW	tests/restful_client_v2/api/milvus.py	667	CODE
LOW	tests/restful_client_v2/api/milvus.py	676	CODE
LOW	tests/restful_client_v2/api/milvus.py	685	CODE
LOW	tests/restful_client_v2/api/milvus.py	694	CODE
LOW	tests/restful_client_v2/api/milvus.py	703	CODE
LOW	tests/restful_client_v2/api/milvus.py	718	CODE
LOW	tests/restful_client_v2/api/milvus.py	724	CODE
LOW	tests/restful_client_v2/api/milvus.py	730	CODE
LOW	tests/restful_client_v2/api/milvus.py	737	CODE
LOW	tests/restful_client_v2/api/milvus.py	743	CODE
LOW	tests/restful_client_v2/api/milvus.py	749	CODE
LOW	tests/restful_client_v2/api/milvus.py	755	CODE
LOW	tests/restful_client_v2/api/milvus.py	771	CODE
LOW	tests/restful_client_v2/api/milvus.py	786	CODE
LOW	tests/restful_client_v2/api/milvus.py	792	CODE
LOW	tests/restful_client_v2/api/milvus.py	798	CODE
LOW	tests/restful_client_v2/api/milvus.py	804	CODE
LOW	tests/restful_client_v2/api/milvus.py	832	CODE
LOW	tests/restful_client_v2/api/milvus.py	846	CODE
LOW	tests/restful_client_v2/api/milvus.py	855	CODE
LOW	tests/restful_client_v2/api/milvus.py	864	CODE
LOW	tests/restful_client_v2/api/milvus.py	901	CODE
LOW	tests/restful_client_v2/api/milvus.py	908	CODE
LOW	tests/restful_client_v2/api/milvus.py	914	CODE
LOW	tests/restful_client_v2/api/milvus.py	920	CODE
LOW	tests/restful_client_v2/api/milvus.py	926	CODE
LOW	tests/restful_client_v2/api/milvus.py	946	CODE
LOW	tests/restful_client_v2/api/milvus.py	955	CODE
LOW	tests/restful_client_v2/api/milvus.py	968	CODE
LOW	tests/scripts/get_helm_chart_version_by_app_version.py	22	CODE
LOW	tests/python_client/common/bulk_insert_data.py	1276	CODE
LOW	tests/python_client/common/bulk_insert_data.py	1376	CODE
LOW	tests/python_client/common/bulk_insert_data.py	1472	CODE
LOW	tests/python_client/common/bulk_insert_data.py	1504	CODE
LOW	tests/python_client/common/bulk_insert_data.py	1564	CODE
LOW	tests/python_client/common/bulk_insert_data.py	1685	CODE
LOW	tests/python_client/common/common_func.py	881	CODE
LOW	tests/python_client/common/common_func.py	1072	CODE
LOW	tests/python_client/common/common_func.py	1218	CODE
LOW	tests/python_client/common/common_func.py	1511	CODE
LOW	tests/python_client/common/common_func.py	1587	CODE
LOW	tests/python_client/common/common_func.py	1652	CODE
LOW	tests/python_client/common/common_func.py	1879	CODE
LOW	tests/python_client/common/common_func.py	1939	CODE
LOW	tests/python_client/common/common_func.py	2064	CODE
LOW	tests/python_client/common/common_func.py	2444	CODE
LOW	tests/python_client/common/common_func.py	3401	CODE
LOW	tests/python_client/common/common_func.py	3414	CODE
LOW	tests/python_client/common/common_func.py	4749	CODE
21 more matches not shown…

Overly Generic Function Names45 hits · 26 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/python_client/chaos/checker.py	1274	def run_task(self):	CODE
LOW⚡	tests/python_client/chaos/checker.py	1327	def run_task(self):	CODE
LOW⚡	tests/python_client/chaos/checker.py	1888	def run_task(self):	CODE
LOW⚡	tests/python_client/chaos/checker.py	2038	def run_task(self):	CODE
LOW⚡	tests/python_client/chaos/checker.py	2184	def run_task(self):	CODE
LOW⚡	tests/python_client/chaos/checker.py	2408	def run_task(self, count=0):	CODE
LOW⚡	tests/python_client/chaos/checker.py	2516	def run_task(self):	CODE
LOW⚡	tests/python_client/chaos/checker.py	3727	def run_task(self):	CODE
LOW⚡	tests/python_client/chaos/checker.py	3860	def run_task(self):	CODE
LOW⚡	tests/python_client/chaos/checker.py	4097	def run_task(self):	CODE
LOW⚡	tests/python_client/chaos/checker.py	4314	def run_task(self):	CODE
LOW⚡	tests/python_client/chaos/checker.py	4424	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	1371	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	1408	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	1445	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	1490	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	1531	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	1575	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	1634	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	1701	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	1744	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	1809	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	1954	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	2139	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	2240	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	2469	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	2554	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	2589	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	2626	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	2657	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	2697	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	2739	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	2785	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	2835	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	2878	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	2932	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	2973	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	3038	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	3121	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	3156	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	3214	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	3298	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	3782	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	4143	def run_task(self):	CODE
LOW	tests/python_client/chaos/checker.py	4595	def run_task(self):	CODE

Fake / Example Data27 hits · 23 pts

Severity	File	Line	Snippet	Context
LOW	…sts/restful_client/testcases/test_vector_operations.py	356	@pytest.mark.parametrize("filter_expr", ['name > "placeholder"', 'name like "placeholder%"'])	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	378	filter_expr = filter_expr.replace("placeholder", prefix)	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	402	"filter_expr", ['uid < 100 and name > "placeholder"', 'uid < 100 and name like "placeholder%"']	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	425	filter_expr = filter_expr.replace("placeholder", prefix)	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	583	@pytest.mark.parametrize("filter_expr", ['name > "placeholder"', 'name like "placeholder%"'])	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	604	filter_expr = filter_expr.replace("placeholder", prefix)	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	635	filter_expr = 'name > "placeholder"'	CODE
LOW	…sts/restful_client/testcases/test_vector_operations.py	651	filter_expr = filter_expr.replace("placeholder", prefix)	CODE
LOW	…/restful_client_v2/testcases/test_vector_operations.py	2737	@pytest.mark.parametrize("filter_expr", ['name > "placeholder"', 'name like "placeholder%"'])	CODE
LOW	…/restful_client_v2/testcases/test_vector_operations.py	2759	filter_expr = filter_expr.replace("placeholder", prefix)	CODE
LOW	…/restful_client_v2/testcases/test_vector_operations.py	2783	"filter_expr", ['uid < 100 and name > "placeholder"', 'uid < 100 and name like "placeholder%"']	CODE
LOW	…/restful_client_v2/testcases/test_vector_operations.py	2806	filter_expr = filter_expr.replace("placeholder", prefix)	CODE
LOW	…/restful_client_v2/testcases/test_vector_operations.py	4624	@pytest.mark.parametrize("filter_expr", ['name > "placeholder"', 'name like "placeholder%"'])	CODE
LOW	…/restful_client_v2/testcases/test_vector_operations.py	4645	filter_expr = filter_expr.replace("placeholder", prefix)	CODE
LOW	…/restful_client_v2/testcases/test_vector_operations.py	4676	filter_expr = 'name > "placeholder"'	CODE
LOW	…/restful_client_v2/testcases/test_vector_operations.py	4692	filter_expr = filter_expr.replace("placeholder", prefix)	CODE
LOW	internal/core/unittest/test_string_expr.cpp	2195	EXPECT_TRUE(email(std::string("user@example.com")));	CODE
LOW	…/src/analyzer/tokenizers/ngram_tokenizer_with_chars.rs	759	let tokens = collect_tokens(tokenizer.token_stream("user@example.com"));	CODE
LOW	internal/core/src/common/ArrayTest.cpp	525	BuildElementNullableStringArray({"first", "placeholder", "last"},	CODE
LOW⚡	internal/core/src/common/ArrayTest.cpp	589	{"alpha", "placeholder", "gamma"}, {true, false, true});	CODE
LOW⚡	internal/core/src/common/ArrayTest.cpp	598	EXPECT_EQ(view.get_data_unchecked<std::string_view>(1), "placeholder");	CODE
LOW⚡	internal/core/src/common/ArrayTest.cpp	602	EXPECT_EQ(output.string_data().data(1), "placeholder");	CODE
LOW	internal/util/shallowcopy/shallowcopy_test.go	25	PlaceholderGroup: []byte("placeholder"),	CODE
LOW	internal/storage/azure_object_storage_test.go	151	// #nosec G101 -- "ZmFrZS1rZXk=" is base64 for "fake-key", an offline	COMMENT
LOW	internal/storage/azure_object_storage_test.go	232	// #nosec G101 -- "ZmFrZS1rZXk=" is base64 for "fake-key", an offline	COMMENT
LOW	docs/design-docs/design_docs/20260409-regex_filter.md	535	\| `"\\d{3}-\\d{4}"` \| `"555-1234"` \| 1 \| true \| Yes \|	CODE
LOW	pkg/mq/msgstream/mq_factory_test.go	84	Params.Save(Params.PulsarCfg.AuthParams.Key, "token:fake_token")	CODE

Docstring Block Structure3 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	tests/python_client/common/common_func.py	2302	Generates row data based on the given schema. Args: nb (int): Number of rows to generate. Defaults to	STRING
HIGH	tests/python_client/common/common_func.py	2912	Generates test data for a given collection field based on its data type and properties. Args: field (d	STRING
HIGH	tests/python_client/common/common_func.py	5427	Computes the floating-point remainder of x/y with the same sign as x. This function mimics the behavior of the	STRING

Synthetic Comment Markers2 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	…ordv2/ddl_callbacks_alter_load_info_load_partitions.go	112	// load config unchanged, the partitions are already loaded as requested.	COMMENT
HIGH	…ordv2/ddl_callbacks_alter_load_info_load_collection.go	124	// load config unchanged, the collection is already loaded as requested.	COMMENT

TODO Padding6 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	internal/core/src/storage/MemFileManagerImpl.cpp	533	// TODO: implement this interface	COMMENT
LOW	internal/core/src/storage/MemFileManagerImpl.cpp	539	// TODO: implement this interface	COMMENT
LOW	internal/core/src/storage/DiskFileManagerImpl.cpp	1753	// TODO: implement this interface	COMMENT
LOW	internal/rootcoord/broker_test.go	125	// TODO: implement	COMMENT
LOW	internal/util/dependency/factory.go	188	// TODO: implement health checker for rocks mq	COMMENT
LOW	internal/util/dependency/factory.go	195	// TODO: implement health checker for woodpecker	COMMENT

Slop Phrases2 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	…re/src/segcore/storagev1translator/ChunkTranslator.cpp	135	// Note: if you want to use a customized cell id mapping mode, don't forget to change the meta_.cell_id_mapping_mode	COMMENT
MEDIUM	configs/milvus.yaml	333	# To share a Pulsar instance among multiple Milvus instances, you can change this to an Pulsar tenant rather than the	COMMENT

Example Usage Blocks3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	scripts/milvus-debug.sh	14	# Usage:	COMMENT
LOW	scripts/start_cluster_with_replicas.sh	23	# Usage:	COMMENT
LOW	scripts/install_deps.sh	31	# Usage:	COMMENT

Modern Structural Boilerplate4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	cmd/tools/binlogv2/parquet_analyzer/__init__.py	11	__all__ = ["ParquetMetaParser", "VectorDeserializer", "ParquetAnalyzer"]	CODE
LOW	tests/python_client/cdc/conftest.py	12	logger = logging.getLogger(__name__)	CODE
LOW	tests/python_client/cdc/testcases/base.py	20	logger = logging.getLogger(__name__)	CODE
LOW	tests/python_client/utils/util_fts.py	18	logger = logging.getLogger(__name__)	CODE

Modern AI Meta-Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	…esign-docs/design_docs/qviews/shard_view_management.md	400	shard_view_manager.go # Per-shard in-memory orchestration	CODE

Maintenance and Governance Review

Risk Review · v3

What These Metrics Mean

Pattern-Signal History

Severity Breakdown

Directory Score Breakdown

Pattern Findings