Repository Analysis

milvus-io/milvus

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

6.8 Low AI signal View on GitHub

Analysis Overview

This report presents the forensic synthetic code analysis of milvus-io/milvus, a Go project with 45,214 GitHub stars. SynthScan v2.0 examined 1,920,258 lines of code across 4985 source files, recording 12017 pattern matches distributed across 23 syntactic categories. The overall adjusted score of 6.8 places this repository in the Low AI signal band.

The scanner applied 160+ deterministic lexical heuristics, multi-line block detectors, abstract syntax tree depth profilers, and a cross-file Jaccard similarity matrix to construct a statistically normalised synthetic code estimate. All matches are individually weighted by severity coefficient and contextual multiplier before summation, and the resulting headline score is temporally discounted to account for the repository's development history relative to the commercial emergence of large language model coding tooling (November 2022 onward).

6.8
Adjusted Score
6.8
Raw Score
100%
Time Factor
2026-07-14
Last Push
45.2K
Stars
Go
Language
1.9M
Lines of Code
5.0K
Files
12.0K
Pattern Hits
2026-07-14
Scan Date
0.08
HC Hit Rate

What These Metrics Mean

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

Score History

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

Severity Breakdown

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

CRITICAL 2HIGH 381MEDIUM 590LOW 11044

Directory Score Breakdown

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

Pattern Findings

The scanner identified 12017 distinct pattern matches across 23 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Over-Commented Block3602 hits · 3542 pts
SeverityFileLineSnippetContext
LOWrules.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWrules.go221// "$x != $y",COMMENT
LOWrules.go401 // Shouldn't give many false positives without type filterCOMMENT
LOWcmd/main.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWcmd/tools/config/generate.go321# 2. Memory protection.COMMENT
LOWcmd/tools/config/generate.go361# credential configs, support apikey, AKSK, gcp credentialCOMMENT
LOWcmd/tools/binlog/main.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWcmd/roles/roles.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWcmd/roles/roles_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWcmd/components/mix_coord.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWcmd/components/cdc.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWcmd/components/proxy.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWcmd/components/streaming_node.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWcmd/components/query_node.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWcmd/components/data_node.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWcmd/embedded/embedded.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWcmd/milvus/milvus_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWci/jenkins/pod/rte-arm.yaml61 type: DirectoryOrCreateCOMMENT
LOWtests/java_client/README.md1## java_clientCOMMENT
LOWtests/integration/util_schema.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/suite.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/meta_watcher_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/util_insert.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/util_query.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/util_index.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/util_insert_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/rbac/rbac_alias_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/rbac/privilege_group_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/rbac/rbac_basic_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/rbac/rbac_backup_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/rbac/rbac_grant_cleanup_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/cluster/meta_watcher.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/cluster/process/milvus_process.go1package processCOMMENT
LOW…tion/partialsearch/partial_result_on_node_down_test.go441// func (s *PartialSearchTestSuit) TestSearchNeverFails() {COMMENT
LOW…tion/partialsearch/partial_result_on_node_down_test.go461// wg := sync.WaitGroup{}COMMENT
LOW…tion/partialsearch/partial_result_on_node_down_test.go481// }COMMENT
LOWtests/integration/replicas/balance/replica_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/replicas/load/load_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/datanode/datanode_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/datanode/struct_array_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/sealpolicies/seal_policies_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOW…integration/sealpolicies/seal_by_total_growing_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/querynode/querynode_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/target/target_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/getvector/array_struct_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/getvector/get_vector_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/getvector/get_vector_test.go541 s.vecType = schemapb.DataType_SparseFloatVectorCOMMENT
LOWtests/integration/levelzero/delete_on_growing_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/levelzero/levelzero_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOW…/integration/commit_timestamp/commit_timestamp_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/refreshconfig/refresh_config_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOW…ration/compaction/clustering_compaction_vector_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/compaction/mix_compaction_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/compaction/compaction_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOW…ts/integration/compaction/l2_single_compaction_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOW…s/integration/compaction/clustering_compaction_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/compaction/l0_compaction_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOWtests/integration/balance/balance_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
LOW…/integration/balance/channel_exclusive_balance_test.go1// Licensed to the LF AI & Data foundation under oneCOMMENT
3542 more matches not shown…
Hyper-Verbose Identifiers4615 hits · 3207 pts
SeverityFileLineSnippetContext
LOWcmd/tools/binlogv2/minio_parquet_analyzer.py525 def _interactive_batch_analysis(self, bucket_name: str, parquet_files: List[Dict[str, Any]]):CODE
LOWcmd/tools/binlogv2/minio_parquet_analyzer.py564 def _interactive_select_files(self, bucket_name: str, parquet_files: List[Dict[str, Any]]):CODE
LOWcmd/tools/binlogv2/minio_client.py224 def analyze_parquet_from_minio(self, bucket_name: str, object_name: str,CODE
LOWcmd/tools/binlogv2/parquet_analyzer/meta_parser.py217 def format_row_group_metadata(self, metadata_str: str) -> str:CODE
LOWcmd/tools/binlogv2/parquet_analyzer/meta_parser.py238 def parse_group_field_id_list(self, field_list_str: str) -> List[Dict[str, Any]]:CODE
LOWcmd/tools/binlogv2/parquet_analyzer/meta_parser.py272 def format_group_field_id_list(self, field_list_str: str) -> str:CODE
LOWcmd/tools/binlogv2/parquet_analyzer/analyzer.py268 def validate_vector_consistency(self) -> Dict[str, Any]:CODE
LOWcmd/tools/binlogv2/parquet_analyzer/analyzer.py463 def _get_recommended_id_column(self, id_columns: List[Dict[str, Any]]) -> str:CODE
LOW…tools/binlogv2/parquet_analyzer/vector_deserializer.py16 def detect_vector_type_and_dim(bytes_data: bytes, field_name: str = "") -> tuple[str, int]:CODE
LOW…tools/binlogv2/parquet_analyzer/vector_deserializer.py117 def deserialize_binary_vector(bytes_data: bytes, dim: Optional[int] = None) -> Optional[List[int]]:CODE
LOW…tools/binlogv2/parquet_analyzer/vector_deserializer.py398 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.py534 def deserialize_with_analysis(bytes_data: bytes, field_name: str = "") -> Dict[str, Any]:CODE
LOWtools/mgit.py207 def get_commit_count_from_ref(ref: str) -> int:CODE
LOWtools/mgit.py468 def is_cherry_pick_in_progress() -> bool:CODE
LOWtools/mgit.py1461 def get_existing_pr_for_branch(branch: str) -> Optional[Dict]:CODE
LOWtools/test_mgit_design_doc.py13 def test_accepts_in_repo_markdown_path(self):CODE
LOWtools/test_mgit_design_doc.py20 def test_rejects_github_url_even_when_it_contains_the_path(self):CODE
LOWtools/test_mgit_design_doc.py27 def test_rejects_external_design_doc_repo(self):CODE
LOWtools/test_mgit_design_doc.py34 def test_rejects_directory_or_non_markdown_path(self):CODE
LOWtests/restful_client/utils/utils.py130def get_common_fields_by_data(data, exclude_fields=None):CODE
LOWtests/restful_client/base/testbase.py97 def wait_collection_load_completed(self, name):CODE
LOW…sts/restful_client/testcases/test_vector_operations.py504 def test_search_vector_with_illegal_api_key(self):CODE
LOW…sts/restful_client/testcases/test_vector_operations.py510 def test_search_vector_with_invalid_collection_name(self):CODE
LOW…sts/restful_client/testcases/test_vector_operations.py516 def test_search_vector_with_invalid_output_field(self):CODE
LOW…sts/restful_client/testcases/test_vector_operations.py523 def test_search_vector_with_invalid_expression(self, invalid_expr):CODE
LOW…sts/restful_client/testcases/test_vector_operations.py529 def test_search_vector_with_invalid_vector_field(self):CODE
LOW…sts/restful_client/testcases/test_vector_operations.py536 def test_search_vector_with_mismatch_vector_dim(self, dim_offset):CODE
LOW…sts/restful_client/testcases/test_vector_operations.py24 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.py59 def test_insert_vector_with_multi_round(self, insert_round):CODE
LOW…sts/restful_client/testcases/test_vector_operations.py91 def test_insert_vector_with_invalid_api_key(self):CODE
LOW…sts/restful_client/testcases/test_vector_operations.py124 def test_insert_vector_with_invalid_collection_name(self):CODE
LOW…sts/restful_client/testcases/test_vector_operations.py152 def test_insert_vector_with_invalid_database_name(self):CODE
LOW…sts/restful_client/testcases/test_vector_operations.py180 def test_insert_vector_with_mismatch_dim(self):CODE
LOW…sts/restful_client/testcases/test_vector_operations.py217 def test_search_vector_with_simple_payload(self, metric_type):CODE
LOW…sts/restful_client/testcases/test_vector_operations.py248 def test_search_vector_with_exceed_sum_limit_offset(self, sum_limit_offset):CODE
LOW…sts/restful_client/testcases/test_vector_operations.py290 def test_search_vector_with_complex_payload(self, limit, offset, level, metric_type):CODE
LOW…sts/restful_client/testcases/test_vector_operations.py325 def test_search_vector_with_complex_int_filter(self, filter_expr):CODE
LOW…sts/restful_client/testcases/test_vector_operations.py357 def test_search_vector_with_complex_varchar_filter(self, filter_expr):CODE
LOW…sts/restful_client/testcases/test_vector_operations.py456 def test_search_vector_with_invalid_limit(self, limit):CODE
LOW…sts/restful_client/testcases/test_vector_operations.py480 def test_search_vector_with_invalid_offset(self, offset):CODE
LOW…sts/restful_client/testcases/test_vector_operations.py591 def test_query_vector_with_varchar_filter(self, filter_expr, include_output_fields):CODE
LOW…sts/restful_client/testcases/test_vector_operations.py635 def test_query_vector_with_large_sum_of_limit_offset(self, sum_of_limit_offset):CODE
LOW…sts/restful_client/testcases/test_vector_operations.py686 def test_get_vector_with_simple_payload(self):CODE
LOW…sts/restful_client/testcases/test_vector_operations.py793 def test_delete_vector_default(self, id_field_type, include_invalid_id):CODE
LOW…sts/restful_client/testcases/test_vector_operations.py854 def test_delete_vector_with_invalid_api_key(self):CODE
LOW…sts/restful_client/testcases/test_vector_operations.py891 def test_delete_vector_with_invalid_collection_name(self):CODE
LOW…sts/restful_client/testcases/test_vector_operations.py935 def test_delete_vector_with_non_primary_key(self):CODE
LOW…_client/testcases/test_restful_sdk_mix_use_scenario.py19 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.py50 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.py76 def test_collection_created_index_by_sdk_describe_by_restful(self, metric_type):CODE
LOW…_client/testcases/test_restful_sdk_mix_use_scenario.py104 def test_collection_load_by_sdk_describe_by_restful(self, metric_type):CODE
LOW…_client/testcases/test_restful_sdk_mix_use_scenario.py130 def test_collection_create_by_sdk_insert_vector_by_restful(self):CODE
LOW…_client/testcases/test_restful_sdk_mix_use_scenario.py180 def test_collection_create_by_sdk_search_vector_by_restful(self):CODE
LOW…_client/testcases/test_restful_sdk_mix_use_scenario.py215 def test_collection_create_by_sdk_query_vector_by_restful(self):CODE
LOW…_client/testcases/test_restful_sdk_mix_use_scenario.py249 def test_collection_create_by_restful_search_vector_by_sdk(self):CODE
LOW…_client/testcases/test_restful_sdk_mix_use_scenario.py265 def test_collection_create_by_restful_query_vector_by_sdk(self):CODE
LOW…_client/testcases/test_restful_sdk_mix_use_scenario.py280 def test_collection_create_by_restful_delete_vector_by_sdk(self):CODE
LOW…_client/testcases/test_restful_sdk_mix_use_scenario.py301 def test_collection_create_by_sdk_delete_vector_by_restful(self):CODE
LOW…restful_client/testcases/test_collection_operations.py20 def test_create_collections_default(self, dim, metric_type, primary_field, vector_field, db_name):CODE
LOW…restful_client/testcases/test_collection_operations.py54 def test_create_collections_concurrent_with_same_param(self):CODE
4555 more matches not shown…
Cross-Language Confusion251 hits · 1214 pts
SeverityFileLineSnippetContext
HIGHtools/mgit.py2177 GitOperations.push(branch, force=True, remote=fork_remote)CODE
HIGHtools/mgit.py2652 GitOperations.push(branch, remote=fork_remote)CODE
HIGHtools/mgit.py2657 GitOperations.push(branch, force=True, remote=fork_remote)CODE
HIGHtools/mgit.py3400 GitOperations.push(ctx.cp_branch, force=False, remote=fork_remote)CODE
HIGHtools/mgit.py3405 GitOperations.push(ctx.cp_branch, force=True, remote=fork_remote)CODE
HIGHtools/mgit.py3735 GitOperations.push(backport_branch, remote=fork_remote)CODE
HIGHtools/mgit.py3740 GitOperations.push(backport_branch, force=True, remote=fork_remote)CODE
HIGHtools/mgit.py2081 GitOperations.push(branch, force=True, remote=fork_remote)CODE
HIGH…sts/restful_client_v2/testcases/test_partial_update.py1053 # Note, the RESTful SDK cannot differentiate between missing fields and fields explicitly set to null,COMMENT
HIGH…ts/python_client/cdc/testcases/test_schema_features.py548 # Explicit None (null)COMMENT
HIGH…ts/python_client/cdc/testcases/test_schema_features.py485 i%3==1: None values (explicit null) provided for both fieldsSTRING
HIGH…ts/python_client/cdc/testcases/test_schema_features.py486 i%3==2: fields omitted entirely (uses default / null)STRING
HIGHtests/python_client/utils/util_pymilvus.py790 "int64 > 0 && int64 < 2021", # rangeCODE
HIGHtests/python_client/utils/util_pymilvus.py791 "int64 == 0 || int64 == 1 || int64 == 2 || int64 == 3", # termCODE
HIGHtests/python_client/common/common_func.py3753 "json_field['a'][0] == 1 && json_field['a'][1] == 2",CODE
HIGHtests/python_client/common/common_func.py3755 "json_field['a'][0]['b'] >=1 && json_field['a'][2] == 3",CODE
HIGHtests/python_client/common/common_func.py3757 "json_field['a'] == 1 || json_field['a'] == '1'",CODE
HIGHtests/python_client/common/common_func.py3759 "json_field['a'][0]['b'] >=1 || json_field['a']['b'] >=1",CODE
HIGHtests/python_client/common/common_func.py4196 "int32_array[1] + 1 == 3 && int32_array[0] - 1 != 1",CODE
HIGHtests/python_client/common/common_func.py4203 "int32_array[1] % 100 == 0 && string_array[1] in ['1', '2']",CODE
HIGHtests/python_client/common/common_func.py4210 "int32_array[1] in [300/2, -10*30+800, (200-100)*2] or (float_array[1] <= -4**5/2 || 100 <= int32_array[1] <CODE
HIGHtests/python_client/common/common_func.py4369 "int8 > -129 && int8 < 128",CODE
HIGHtests/python_client/common/common_func.py4372 "int16 > -32769 && int16 <32768",CODE
HIGHtests/python_client/common/common_func.py4375 "int32 < 2147483648 || int32 == -2147483648",CODE
HIGHtests/python_client/common/common_func.py3555 "(int64 > 0 && int64 < 400) or (int64 > 500 && int64 < 1000)",CODE
HIGHtests/python_client/common/common_func.py3567 "int64 == 0 || float == 10**2 || (int64 + 1) == 3",CODE
HIGHtests/python_client/common/common_func.py3585 "int64 > 400 && int64 < 200",CODE
HIGHtests/python_client/common/common_func.py3599 "float <= -4**5/2 && float > 500-1 && float != 500/2+260",CODE
HIGHtests/python_client/common/common_func.py3635 "json_field['number'] == 0 || json_field['float'] == 10**2 || json_field['number'] + 1 == 3",CODE
HIGHtests/python_client/common/common_func.py3649 "json_field['float'] > 400 && json_field['float'] < 200",CODE
HIGHtests/python_client/common/common_func.py3666 "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.py247 filter_expr = "price >= 20.0 && price <= 40.0"CODE
HIGH…lient/milvus_client/test_milvus_client_alter_warmup.py2909 query old rows → int64_new is null; query new rows → int64_new == pk - 5000;STRING
HIGH…lient/milvus_client/test_milvus_client_alter_warmup.py2911 expected: historical rows null; new rows value correct; search passesSTRING
HIGH…ient/milvus_client/test_milvus_client_search_string.py15default_search_mix_exp = "int64 >= 0 && varchar >= \"0\""CODE
HIGH…ient/milvus_client/test_milvus_client_search_string.py106 method: 1. search with filter "int64 >= 0 && varchar >= '0'" on shared collectionSTRING
HIGH…ient/milvus_client/test_milvus_client_search_string.py515 method: 1. search with filter "int64 >= 0 && varchar >= '0'" on binary collectionSTRING
HIGH…ent/milvus_client/test_milvus_client_partial_update.py25default_search_mix_exp = 'int64 >= 0 && varchar >= "0"'CODE
HIGH…client/milvus_client/test_milvus_client_timestamptz.py20default_search_mix_exp = "int64 >= 0 && varchar >= \"0\""CODE
HIGH…ient/milvus_client/test_milvus_client_hybrid_search.py28default_search_mix_exp = "int64 >= 0 && varchar >= \"0\""CODE
HIGH…lient/milvus_client/test_add_function_field_feature.py1050 # Step 1: Insert add-before rows with normal, null, and empty-string text interleaved.COMMENT
HIGH…lient/milvus_client/test_add_function_field_feature.py1125 # Step 8: Insert post-add rows with normal, null, and empty-string text interleaved.COMMENT
HIGH…thon_client/milvus_client/test_milvus_client_delete.py22default_search_mix_exp = "int64 >= 0 && varchar >= \"0\""CODE
HIGH…hon_client/milvus_client/test_milvus_client_compact.py28default_search_mix_exp = "int64 >= 0 && varchar >= \"0\""CODE
HIGH…nt/milvus_client/test_milvus_client_json_path_index.py23default_search_mix_exp = "int64 >= 0 && varchar >= \"0\""CODE
HIGH…nt/milvus_client/test_milvus_client_search_reranker.py1957 # 2. insert rows: ids 0-3 non-null, ids 4-6 nullCOMMENT
HIGH…nt/milvus_client/test_milvus_client_search_reranker.py32default_search_mix_exp = 'int64 >= 0 && varchar >= "0"'CODE
HIGH…lient/test_milvus_client_struct_array_element_query.py580 filter="id > 100 && element_filter(structA, $[int_val] > 200)",CODE
HIGH…lient/test_milvus_client_struct_array_element_query.py3670 filter='id > 100 && MATCH_ANY(structA, $[color] == "Red")',CODE
HIGH…lient/test_milvus_client_struct_array_element_query.py4049 ("id < 100 && structA[0][int_val] != 30", [0, 1, 3, 4]),CODE
HIGH…lient/test_milvus_client_struct_array_element_query.py4050 ("id < 100 && structA[0][int_val] > 30", [3, 4]),CODE
HIGH…lient/test_milvus_client_struct_array_element_query.py4051 ("id < 100 && structA[0][int_val] >= 30", [2, 3, 4]),CODE
HIGH…lient/test_milvus_client_struct_array_element_query.py4052 ("id < 100 && structA[0][int_val] < 30", [0, 1]),CODE
HIGH…lient/test_milvus_client_struct_array_element_query.py4053 ("id < 100 && structA[0][int_val] <= 30", [0, 1, 2]),CODE
HIGH…lient/test_milvus_client_struct_array_element_query.py4085 filter="id < 100 && structA[0][int_val] in [10, 30, 50, 999]",CODE
HIGH…lient/test_milvus_client_struct_array_element_query.py4095 filter="id < 100 && structA[0][int_val] not in [10, 30, 50]",CODE
HIGH…lient/test_milvus_client_struct_array_element_query.py4199 filter='id < 100 && structA[0][str_val] == "apple"',CODE
HIGH…lient/test_milvus_client_struct_array_element_query.py4209 filter='id < 100 && structA[0][str_val] in ["banana", "cherry"]',CODE
HIGH…lient/test_milvus_client_struct_array_element_query.py4219 filter='id < 100 && structA[0][str_val] != "apple"',CODE
HIGH…lient/test_milvus_client_struct_array_element_query.py4262 filter="id < 100 && (structA[0][int_val] > 150 || structA[1][int_val] == 50)",CODE
191 more matches not shown…
Decorative Section Separators348 hits · 1078 pts
SeverityFileLineSnippetContext
MEDIUMtools/mgit.py500# ============================================================================COMMENT
MEDIUMtools/mgit.py502# ============================================================================COMMENT
MEDIUMtools/mgit.py95# ============================================================================COMMENT
MEDIUMtools/mgit.py97# ============================================================================COMMENT
MEDIUMtools/mgit.py1372# ============================================================================COMMENT
MEDIUMtools/mgit.py1374# ============================================================================COMMENT
MEDIUMtools/mgit.py1849# ============================================================================COMMENT
MEDIUMtools/mgit.py1851# ============================================================================COMMENT
MEDIUMtools/mgit.py1928# ============================================================================COMMENT
MEDIUMtools/mgit.py1930# ============================================================================COMMENT
MEDIUMtools/mgit.py3107# ============================================================================COMMENT
MEDIUMtools/mgit.py3109# ============================================================================COMMENT
MEDIUMtools/mgit.py3855# ============================================================================COMMENT
MEDIUMtools/mgit.py3857# ============================================================================COMMENT
MEDIUM…/integration/commit_timestamp/commit_timestamp_test.go54// ─── Helpers ──────────────────────────────────────────────────────────────COMMENT
MEDIUM…/integration/commit_timestamp/commit_timestamp_test.go232// ─── MVCC Visibility ──────────────────────────────────────────────────────COMMENT
MEDIUM…/integration/commit_timestamp/commit_timestamp_test.go292// ─── Search ──────────────────────────────────────────────────────────────COMMENT
MEDIUM…/integration/commit_timestamp/commit_timestamp_test.go319// ─── Delete ──────────────────────────────────────────────────────────────COMMENT
MEDIUM…/integration/commit_timestamp/commit_timestamp_test.go373// ─── Upsert ──────────────────────────────────────────────────────────────COMMENT
MEDIUM…/integration/commit_timestamp/commit_timestamp_test.go456// ─── Compaction ──────────────────────────────────────────────────────────COMMENT
MEDIUM…/integration/commit_timestamp/commit_timestamp_test.go573// ─── GC Protection ──────────────────────────────────────────────────────COMMENT
MEDIUMtests/python_client/conftest.py558# ---------------------------------------------------------------------------COMMENT
MEDIUMtests/python_client/conftest.py560# ---------------------------------------------------------------------------COMMENT
MEDIUMtests/python_client/cdc/testcases/test_fts_and_text.py32 # -------------------------------------------------------------------------COMMENT
MEDIUMtests/python_client/cdc/testcases/test_fts_and_text.py34 # -------------------------------------------------------------------------COMMENT
MEDIUMtests/python_client/cdc/testcases/test_fts_and_text.py170 # -------------------------------------------------------------------------COMMENT
MEDIUMtests/python_client/cdc/testcases/test_fts_and_text.py172 # -------------------------------------------------------------------------COMMENT
MEDIUMtests/python_client/cdc/testcases/test_fts_and_text.py296 # -------------------------------------------------------------------------COMMENT
MEDIUMtests/python_client/cdc/testcases/test_fts_and_text.py298 # -------------------------------------------------------------------------COMMENT
MEDIUMtests/python_client/cdc/testcases/test_fts_and_text.py421 # -------------------------------------------------------------------------COMMENT
MEDIUMtests/python_client/cdc/testcases/test_fts_and_text.py423 # -------------------------------------------------------------------------COMMENT
MEDIUMtests/python_client/cdc/testcases/test_fts_and_text.py576 # -------------------------------------------------------------------------COMMENT
MEDIUMtests/python_client/cdc/testcases/test_fts_and_text.py578 # -------------------------------------------------------------------------COMMENT
MEDIUMtests/python_client/cdc/testcases/test_switchover.py31 # -------------------------------------------------------------------------COMMENT
MEDIUMtests/python_client/cdc/testcases/test_switchover.py33 # -------------------------------------------------------------------------COMMENT
MEDIUM…ython_client/cdc/testcases/test_search_verification.py83 # -------------------------------------------------------------------------COMMENT
MEDIUM…ython_client/cdc/testcases/test_search_verification.py85 # -------------------------------------------------------------------------COMMENT
MEDIUM…ython_client/cdc/testcases/test_search_verification.py44 # -------------------------------------------------------------------------COMMENT
MEDIUM…ython_client/cdc/testcases/test_search_verification.py46 # -------------------------------------------------------------------------COMMENT
MEDIUMtests/python_client/cdc/testcases/base.py786 # -------------------------------------------------------------------------COMMENT
MEDIUMtests/python_client/cdc/testcases/base.py788 # -------------------------------------------------------------------------COMMENT
MEDIUMtests/python_client/cdc/testcases/base.py905 # -------------------------------------------------------------------------COMMENT
MEDIUMtests/python_client/cdc/testcases/base.py907 # -------------------------------------------------------------------------COMMENT
MEDIUMtests/python_client/cdc/testcases/base.py982 # -------------------------------------------------------------------------COMMENT
MEDIUMtests/python_client/cdc/testcases/base.py984 # -------------------------------------------------------------------------COMMENT
MEDIUMtests/python_client/cdc/testcases/test_force_promote.py62 # ------------------------------------------------------------------COMMENT
MEDIUMtests/python_client/cdc/testcases/test_force_promote.py64 # ------------------------------------------------------------------COMMENT
MEDIUMtests/python_client/cdc/testcases/test_force_promote.py179 # ------------------------------------------------------------------COMMENT
MEDIUMtests/python_client/cdc/testcases/test_force_promote.py181 # ------------------------------------------------------------------COMMENT
MEDIUMtests/python_client/common/external_table_common.py602# ============================================================COMMENT
MEDIUMtests/python_client/common/external_table_common.py604# ============================================================COMMENT
MEDIUMtests/python_client/common/external_table_common.py798# ============================================================COMMENT
MEDIUMtests/python_client/common/external_table_common.py800# ============================================================COMMENT
MEDIUMtests/python_client/common/external_table_common.py16# ============================================================COMMENT
MEDIUMtests/python_client/common/external_table_common.py18# ============================================================COMMENT
MEDIUMtests/python_client/common/external_table_common.py97# ============================================================COMMENT
MEDIUMtests/python_client/common/external_table_common.py99# ============================================================COMMENT
MEDIUMtests/python_client/common/external_table_common.py443# ============================================================COMMENT
MEDIUMtests/python_client/common/external_table_common.py445# ============================================================COMMENT
MEDIUMtests/python_client/common/external_table_common.py622# ============================================================COMMENT
288 more matches not shown…
Structural Annotation Overuse752 hits · 963 pts
SeverityFileLineSnippetContext
LOWDEVELOPMENT.md38# Step 1: Install Go (>= 1.21) first, then install all dependenciesCOMMENT
LOWDEVELOPMENT.md41# Step 2: Build MilvusCOMMENT
LOWtools/mgit.py3816 # Step 1: Pre-flight checksCOMMENT
LOWtools/mgit.py3819 # Step 2: Select PR to cherry-pickCOMMENT
LOWtools/mgit.py3822 # Step 3: Get target branchCOMMENT
LOWtools/mgit.py3825 # Step 4: Setup cherry-pick branchCOMMENT
LOWtools/mgit.py3828 # Step 5: Execute cherry-pickCOMMENT
LOWtools/mgit.py3831 # Step 6: Push to forkCOMMENT
LOWtools/mgit.py3834 # Step 7: Create PRCOMMENT
LOWtools/mgit.py3837 # Step 8: Set milestoneCOMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go297 // Step 9: Wait for restore to completeCOMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go301 // Step 10: Load restored collection - this is where the bug manifestsCOMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go311 // Step 11: Verify restored data count matches snapshot point-in-timeCOMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go69 // Step 1: Create collection with JSON field and dynamic fields enabledCOMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go107 // Step 2: Create indexesCOMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go136 // Step 3: Insert data with JSON contentCOMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go203 // Step 4: FlushCOMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go216 // Step 5: Load and verify initial dataCOMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go235 // Step 6: Create snapshotCOMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go246 // Step 7: Insert more data after snapshot (to verify point-in-time restore)COMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go286 // Step 8: Restore snapshot to a new collectionCOMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go323 // Step 12: Verify JSON path index is functional via filter queryCOMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go336 // Step 13: Verify search works on restored collectionCOMMENT
LOW…sts/integration/flushall/flushall_with_restart_test.go76 // Step 1: Insert 1000 rows and FlushAll.COMMENT
LOW…sts/integration/flushall/flushall_with_restart_test.go91 // Step 2: Restart all streaming nodes, then insert another 1000 rows and FlushAll.COMMENT
LOW…sts/integration/flushall/flushall_with_restart_test.go119 // Step 3: Create index, load collection, and query count(*) to verify total is 2000.COMMENT
LOW…sts/restful_client_v2/testcases/test_partial_update.py412 # Step 1: Update existing records (partial fields only)COMMENT
LOW…sts/restful_client_v2/testcases/test_partial_update.py429 # Step 2: Insert new records (all required fields)COMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go640 // Step 3: Trigger refreshCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go649 // Step 4: Poll until refresh completes (timeout 120s)COMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go958 // Step 4: Create vector index and load collectionCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go964 // Step 6: Query count(*)COMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go1663 // Step 1: Generate and upload multi-type parquet dataCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go1671 // Step 2: Create external collection with multi-type schemaCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go2170 // Step 4: Create scalar + vector indexes and load collectionCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go2175 // Step 5: Query count(*)COMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go2481 // Step 4: Create scalar + vector indexes and load collectionCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go2486 // Step 5: Query count(*)COMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go2623 // Step 1: Generate multi-type vortex dataset on MinIOCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go2627 // Step 2: Create external collection with Vortex-compatible multi-type schemaCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go2742 // Step 1: Generate and upload dataCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go2746 // Step 2: Create external collectionCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go2787 // Step 4: Index + LoadCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go2790 // Step 5: Query count(*)COMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go2950 // Step 3: Trigger refresh and wait for completionCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go2955 // Step 4: Verify row countCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go3086 // Step 2: First refresh (with default source/spec) — establishes baselineCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go3095 // Step 3: Second refresh with NEW source and specCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go576 // Step 1: Generate and upload parquet data to MinIOCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go600 // Step 2: Create external collectionCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go677 // Step 5: Verify row count via collection statisticsCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go697 // Step 6: Verify via ListRefreshExternalCollectionJobsCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go715 // Step 7: Regression for issue #48626 — explore temp dir must beCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go860 // Step 1: Generate and upload parquet data to MinIOCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go884 // Step 2: Create external collectionCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go924 // Step 3: Trigger refresh and poll until completeCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go978 // Step 7: Query with filter and output fieldsCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go992 // Step 8: Search with vectorCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go1010 // Step 9: Search with filter (hybrid search)COMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go1032 // Step 10: Query with pagination (offset + limit)COMMENT
692 more matches not shown…
Verbosity Indicators714 hits · 906 pts
SeverityFileLineSnippetContext
LOWtools/mgit.py3816 # Step 1: Pre-flight checksCOMMENT
LOWtools/mgit.py3819 # Step 2: Select PR to cherry-pickCOMMENT
LOWtools/mgit.py3822 # Step 3: Get target branchCOMMENT
LOWtools/mgit.py3825 # Step 4: Setup cherry-pick branchCOMMENT
LOWtools/mgit.py3828 # Step 5: Execute cherry-pickCOMMENT
LOWtools/mgit.py3831 # Step 6: Push to forkCOMMENT
LOWtools/mgit.py3834 # Step 7: Create PRCOMMENT
LOWtools/mgit.py3837 # Step 8: Set milestoneCOMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go297 // Step 9: Wait for restore to completeCOMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go301 // Step 10: Load restored collection - this is where the bug manifestsCOMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go311 // Step 11: Verify restored data count matches snapshot point-in-timeCOMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go69 // Step 1: Create collection with JSON field and dynamic fields enabledCOMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go107 // Step 2: Create indexesCOMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go136 // Step 3: Insert data with JSON contentCOMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go203 // Step 4: FlushCOMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go216 // Step 5: Load and verify initial dataCOMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go235 // Step 6: Create snapshotCOMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go246 // Step 7: Insert more data after snapshot (to verify point-in-time restore)COMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go286 // Step 8: Restore snapshot to a new collectionCOMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go323 // Step 12: Verify JSON path index is functional via filter queryCOMMENT
LOWtests/integration/snapshot/snapshot_restore_test.go336 // Step 13: Verify search works on restored collectionCOMMENT
LOW…sts/integration/flushall/flushall_with_restart_test.go76 // Step 1: Insert 1000 rows and FlushAll.COMMENT
LOW…sts/integration/flushall/flushall_with_restart_test.go91 // Step 2: Restart all streaming nodes, then insert another 1000 rows and FlushAll.COMMENT
LOW…sts/integration/flushall/flushall_with_restart_test.go119 // Step 3: Create index, load collection, and query count(*) to verify total is 2000.COMMENT
LOW…sts/restful_client_v2/testcases/test_partial_update.py412 # Step 1: Update existing records (partial fields only)COMMENT
LOW…sts/restful_client_v2/testcases/test_partial_update.py429 # Step 2: Insert new records (all required fields)COMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go640 // Step 3: Trigger refreshCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go649 // Step 4: Poll until refresh completes (timeout 120s)COMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go958 // Step 4: Create vector index and load collectionCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go964 // Step 6: Query count(*)COMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go1663 // Step 1: Generate and upload multi-type parquet dataCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go1671 // Step 2: Create external collection with multi-type schemaCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go2170 // Step 4: Create scalar + vector indexes and load collectionCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go2175 // Step 5: Query count(*)COMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go2481 // Step 4: Create scalar + vector indexes and load collectionCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go2486 // Step 5: Query count(*)COMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go2623 // Step 1: Generate multi-type vortex dataset on MinIOCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go2627 // Step 2: Create external collection with Vortex-compatible multi-type schemaCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go2742 // Step 1: Generate and upload dataCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go2746 // Step 2: Create external collectionCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go2787 // Step 4: Index + LoadCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go2790 // Step 5: Query count(*)COMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go2950 // Step 3: Trigger refresh and wait for completionCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go2955 // Step 4: Verify row countCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go3086 // Step 2: First refresh (with default source/spec) — establishes baselineCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go3095 // Step 3: Second refresh with NEW source and specCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go576 // Step 1: Generate and upload parquet data to MinIOCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go600 // Step 2: Create external collectionCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go677 // Step 5: Verify row count via collection statisticsCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go697 // Step 6: Verify via ListRefreshExternalCollectionJobsCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go715 // Step 7: Regression for issue #48626 — explore temp dir must beCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go860 // Step 1: Generate and upload parquet data to MinIOCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go884 // Step 2: Create external collectionCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go924 // Step 3: Trigger refresh and poll until completeCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go978 // Step 7: Query with filter and output fieldsCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go992 // Step 8: Search with vectorCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go1010 // Step 9: Search with filter (hybrid search)COMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go1032 // Step 10: Query with pagination (offset + limit)COMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go1049 // Step 11: Search with multiple query vectorsCOMMENT
LOW…sts/go_client/testcases/external_table_refresh_test.go1068 // Step 12: Query with output embedding field (vector retrieval)COMMENT
654 more matches not shown…
Excessive Try-Catch Wrapping780 hits · 796 pts
SeverityFileLineSnippetContext
LOWcmd/tools/binlogv2/export_to_json.py100 except Exception as e:CODE
LOWcmd/tools/binlogv2/export_to_json.py153 except Exception as e:CODE
LOWcmd/tools/binlogv2/minio_parquet_analyzer.py47 except Exception as e:CODE
LOWcmd/tools/binlogv2/minio_parquet_analyzer.py232 except Exception as e:CODE
LOWcmd/tools/binlogv2/minio_parquet_analyzer.py257 except Exception as e:CODE
MEDIUMcmd/tools/binlogv2/minio_parquet_analyzer.py300 print(f"Error output: {process.stderr}")CODE
LOWcmd/tools/binlogv2/minio_parquet_analyzer.py302 except Exception as e:CODE
LOWcmd/tools/binlogv2/minio_client.py55 except Exception as e:CODE
LOWcmd/tools/binlogv2/minio_client.py220 except Exception as e:CODE
LOWcmd/tools/binlogv2/minio_client.py281 except Exception as e:CODE
LOWcmd/tools/binlogv2/parquet_analyzer_cli.py324 except Exception as e:CODE
LOWcmd/tools/binlogv2/parquet_analyzer_cli.py374 except Exception as e:CODE
LOWcmd/tools/binlogv2/parquet_analyzer/meta_parser.py39 except Exception as e:CODE
LOWcmd/tools/binlogv2/parquet_analyzer/analyzer.py396 except Exception:CODE
LOWcmd/tools/binlogv2/parquet_analyzer/analyzer.py410 except Exception as e:CODE
LOWcmd/tools/binlogv2/parquet_analyzer/analyzer.py460 except Exception as e:CODE
LOW…tools/binlogv2/parquet_analyzer/vector_deserializer.py112 except Exception as e:CODE
LOW…tools/binlogv2/parquet_analyzer/vector_deserializer.py150 except Exception as e:CODE
LOW…tools/binlogv2/parquet_analyzer/vector_deserializer.py181 except Exception as e:CODE
LOW…tools/binlogv2/parquet_analyzer/vector_deserializer.py220 except Exception as e:CODE
LOW…tools/binlogv2/parquet_analyzer/vector_deserializer.py259 except Exception as e:CODE
LOW…tools/binlogv2/parquet_analyzer/vector_deserializer.py292 except Exception as e:CODE
LOW…tools/binlogv2/parquet_analyzer/vector_deserializer.py354 except Exception as e:CODE
LOW…tools/binlogv2/parquet_analyzer/vector_deserializer.py393 except Exception as e:CODE
LOW…tools/binlogv2/parquet_analyzer/vector_deserializer.py466 except Exception as e:CODE
LOW…tools/binlogv2/parquet_analyzer/vector_deserializer.py529 except Exception as e:CODE
LOWtools/mgit.py490 except Exception:CODE
LOWtools/mgit.py861 except Exception as e:CODE
LOWtools/mgit.py869 except Exception as e:CODE
LOWtools/mgit.py877 except Exception as e:CODE
LOWtools/mgit.py2169 except Exception as e:CODE
LOWtools/mgit.py2179 except Exception as e:CODE
LOWtools/mgit.py2654 except Exception as e:CODE
LOWtools/mgit.py3402 except Exception as e:CODE
LOWtools/mgit.py3737 except Exception as e:CODE
LOWtools/mgit.py214 except Exception:CODE
LOWtools/mgit.py236 except Exception:CODE
LOWtools/mgit.py365 except Exception as e:CODE
LOWtools/mgit.py438 except Exception as e:CODE
LOWtools/mgit.py453 except Exception:CODE
LOWtools/mgit.py479 except Exception:CODE
LOWtools/mgit.py573 except Exception as e:CODE
LOWtools/mgit.py584 except Exception as e:CODE
LOWtools/mgit.py595 except Exception as e:CODE
LOWtools/mgit.py663 except Exception as e:CODE
LOWtools/mgit.py694 except Exception as e:CODE
LOWtools/mgit.py724 except Exception as e:CODE
LOWtools/mgit.py750 except Exception as e:CODE
LOWtools/mgit.py762 except Exception:CODE
LOWtools/mgit.py1040 except Exception:CODE
LOWtools/mgit.py1269 except Exception as e:CODE
LOWtools/mgit.py1286 except Exception as e:CODE
LOWtools/mgit.py1304 except Exception as e:CODE
LOWtools/mgit.py1327 except Exception as e:CODE
LOWtools/mgit.py1349 except Exception as e:CODE
LOWtools/mgit.py1484 except Exception:CODE
LOWtools/mgit.py1498 except Exception:CODE
LOWtools/mgit.py1610 except Exception as e:CODE
LOWtools/mgit.py1630 except Exception as e:CODE
LOWtools/mgit.py1670 except Exception as e:CODE
720 more matches not shown…
Cross-File Repetition125 hits · 625 pts
SeverityFileLineSnippetContext
HIGH…restful_client/testcases/test_collection_operations.py0target: test create collection method: create a collection with a simple schema expected: create collection successSTRING
HIGH…tful_client_v2/testcases/test_collection_operations.py0target: test create collection method: create a collection with a simple schema expected: create collection successSTRING
HIGH…ts/restful_client_v2/testcases/test_index_operation.py0target: test create collection method: create a collection with a simple schema expected: create collection successSTRING
HIGH…estful_client_v2/testcases/test_partition_operation.py0target: test create collection method: create a collection with a simple schema expected: create collection successSTRING
HIGHtests/restful_client_v2/utils/utils.py0generate float16 vector data raw_vectors : the vectors fp16_vectors: the bytes used for insert return: raw_vectors and fSTRING
HIGHtests/python_client/common/bulk_insert_data.py0generate float16 vector data raw_vectors : the vectors fp16_vectors: the bytes used for insert return: raw_vectors and fSTRING
HIGHtests/python_client/common/common_func.py0generate float16 vector data raw_vectors : the vectors fp16_vectors: the bytes used for insert return: raw_vectors and fSTRING
HIGHtests/restful_client_v2/utils/utils.py0generate brain float16 vector data raw_vectors : the vectors bf16_vectors: the bytes used for insert return: raw_vectorsSTRING
HIGHtests/python_client/common/bulk_insert_data.py0generate brain float16 vector data raw_vectors : the vectors bf16_vectors: the bytes used for insert return: raw_vectorsSTRING
HIGHtests/python_client/common/common_func.py0generate brain float16 vector data raw_vectors : the vectors bf16_vectors: the bytes used for insert return: raw_vectorsSTRING
HIGHtests/python_client/README.md0target: verify create partition against a dropped collection method: 1. create a collection 2. drop collection 3. createSTRING
HIGHtests/python_client/README_CN.md0target: verify create partition against a dropped collection method: 1. create a collection 2. drop collection 3. createSTRING
HIGH…n_client/milvus_client/test_milvus_client_partition.py0target: verify create partition against a dropped collection method: 1. create a collection 2. drop collection 3. createSTRING
HIGHtests/python_client/cdc/testcases/test_database.py0cleanup after each test method - only cleanup upstream, downstream will sync.STRING
HIGHtests/python_client/cdc/testcases/test_fts_and_text.py0cleanup after each test method - only cleanup upstream, downstream will sync.STRING
HIGHtests/python_client/cdc/testcases/test_rbac.py0cleanup after each test method - only cleanup upstream, downstream will sync.STRING
HIGHtests/python_client/cdc/testcases/test_collection.py0cleanup after each test method - only cleanup upstream, downstream will sync.STRING
HIGH…hon_client/cdc/testcases/test_collection_properties.py0cleanup after each test method - only cleanup upstream, downstream will sync.STRING
HIGHtests/python_client/cdc/testcases/test_partition.py0cleanup after each test method - only cleanup upstream, downstream will sync.STRING
HIGHtests/python_client/cdc/testcases/test_dml.py0cleanup after each test method - only cleanup upstream, downstream will sync.STRING
HIGHtests/python_client/cdc/testcases/test_alias.py0cleanup after each test method - only cleanup upstream, downstream will sync.STRING
HIGHtests/python_client/cdc/testcases/test_index.py0cleanup after each test method - only cleanup upstream, downstream will sync.STRING
HIGHtests/python_client/cdc/testcases/test_switchover.py0cleanup after each test method - only cleanup upstream, downstream will sync.STRING
HIGH…sts/python_client/cdc/testcases/test_multi_database.py0cleanup after each test method - only cleanup upstream, downstream will sync.STRING
HIGH…ython_client/cdc/testcases/test_search_verification.py0cleanup after each test method - only cleanup upstream, downstream will sync.STRING
HIGH…ts/python_client/cdc/testcases/test_schema_features.py0cleanup after each test method - only cleanup upstream, downstream will sync.STRING
HIGH…ython_client/deploy/scripts/action_before_reinstall.py0before 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.py0before 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.py0before 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.py0task_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.py0task_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.py0task_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.py0****************************************************************** # the following are valid base cases ****************STRING
HIGH…ent/milvus_client/test_milvus_client_partial_update.py0****************************************************************** # the following are valid base cases ****************STRING
HIGH…client/milvus_client/test_milvus_client_timestamptz.py0****************************************************************** # the following are valid base cases ****************STRING
HIGH…ient/milvus_client/test_milvus_client_hybrid_search.py0****************************************************************** # the following are valid base cases ****************STRING
HIGH…client/milvus_client/test_milvus_client_force_merge.py0****************************************************************** # the following are valid base cases ****************STRING
HIGH…thon_client/milvus_client/test_milvus_client_delete.py0****************************************************************** # the following are valid base cases ****************STRING
HIGH…hon_client/milvus_client/test_milvus_client_compact.py0****************************************************************** # the following are valid base cases ****************STRING
HIGH…nt/milvus_client/test_milvus_client_json_path_index.py0****************************************************************** # the following are valid base cases ****************STRING
HIGH…nt/milvus_client/test_milvus_client_search_reranker.py0****************************************************************** # the following are valid base cases ****************STRING
HIGH…_client/milvus_client/test_milvus_client_collection.py0****************************************************************** # the following are valid base cases ****************STRING
HIGH…n_client/milvus_client/test_milvus_client_partition.py0****************************************************************** # the following are valid base cases ****************STRING
HIGH…on_client/milvus_client/test_milvus_client_optimize.py0****************************************************************** # the following are valid base cases ****************STRING
HIGH…thon_client/milvus_client/test_milvus_client_upsert.py0****************************************************************** # the following are valid base cases ****************STRING
HIGH…ython_client/milvus_client/test_milvus_client_index.py0****************************************************************** # the following are valid base cases ****************STRING
HIGH…ython_client/milvus_client/test_milvus_client_query.py0****************************************************************** # the following are valid base cases ****************STRING
HIGH…on_client/milvus_client/test_milvus_client_database.py0****************************************************************** # the following are valid base cases ****************STRING
HIGH…ython_client/milvus_client/test_milvus_client_alias.py0****************************************************************** # the following are valid base cases ****************STRING
HIGH…thon_client/milvus_client/test_milvus_client_search.py0****************************************************************** # the following are valid base cases ****************STRING
HIGH…ent/milvus_client/test_milvus_client_data_integrity.py0****************************************************************** # the following are valid base cases ****************STRING
HIGH…nt/milvus_client/test_milvus_client_search_iterator.py0****************************************************************** # the following are valid base cases ****************STRING
HIGH…thon_client/milvus_client/test_milvus_client_insert.py0****************************************************************** # the following are valid base cases ****************STRING
HIGHtests/python_client/testcases/test_high_level_api.py0****************************************************************** # the following are valid base cases ****************STRING
HIGH…/testcases/async_milvus_client/test_partition_async.py0****************************************************************** # the following are valid base cases ****************STRING
HIGH…ient/testcases/async_milvus_client/test_index_async.py0****************************************************************** # the following are valid base cases ****************STRING
HIGH…testcases/async_milvus_client/test_collection_async.py0****************************************************************** # the following are valid base cases ****************STRING
HIGH…ent/milvus_client/test_milvus_client_partial_update.py0****************************************************************** # the following are invalid cases *******************STRING
HIGH…client/milvus_client/test_milvus_client_timestamptz.py0****************************************************************** # the following are invalid cases *******************STRING
HIGH…ient/milvus_client/test_milvus_client_hybrid_search.py0****************************************************************** # the following are invalid cases *******************STRING
65 more matches not shown…
Unused Imports236 hits · 202 pts
SeverityFileLineSnippetContext
LOWcmd/tools/binlogv2/export_to_json.py11CODE
LOWcmd/tools/binlogv2/minio_parquet_analyzer.py12CODE
LOWcmd/tools/binlogv2/minio_client.py14CODE
LOWcmd/tools/binlogv2/parquet_analyzer_cli.py10CODE
LOWcmd/tools/binlogv2/parquet_analyzer/analyzer.py326CODE
LOWcmd/tools/binlogv2/parquet_analyzer/__init__.py6CODE
LOWcmd/tools/binlogv2/parquet_analyzer/__init__.py7CODE
LOWcmd/tools/binlogv2/parquet_analyzer/__init__.py8CODE
LOWtests/restful_client/conftest.py2CODE
LOWtests/restful_client/utils/utils.py8CODE
LOWtests/restful_client_v2/conftest.py2CODE
LOWtests/go_client/testcases/generate_vortex_data.py28CODE
LOWtests/go_client/testcases/generate_parquet_data.py12CODE
LOWtests/python_client/conftest.py1CODE
LOW…ts/python_client/loadbalance/test_auto_load_balance.py5CODE
LOW…ts/python_client/loadbalance/test_auto_load_balance.py9CODE
LOW…ts/python_client/resource_group/test_resource_group.py4CODE
LOW…ts/python_client/resource_group/test_resource_group.py21CODE
LOW…ts/python_client/resource_group/test_resource_group.py26CODE
LOWtests/python_client/deploy/conftest.py1CODE
LOWtests/python_client/deploy/conftest.py3CODE
LOWtests/python_client/deploy/conftest.py4CODE
LOWtests/python_client/deploy/conftest.py5CODE
LOWtests/python_client/deploy/conftest.py7CODE
LOWtests/python_client/deploy/conftest.py8CODE
LOWtests/python_client/deploy/conftest.py9CODE
LOWtests/python_client/deploy/conftest.py10CODE
LOWtests/python_client/deploy/conftest.py11CODE
LOWtests/python_client/deploy/conftest.py11CODE
LOWtests/python_client/deploy/conftest.py12CODE
LOWtests/python_client/deploy/conftest.py13CODE
LOWtests/python_client/deploy/conftest.py13CODE
LOWtests/python_client/deploy/conftest.py13CODE
LOWtests/python_client/deploy/conftest.py13CODE
LOWtests/python_client/deploy/conftest.py14CODE
LOW…ython_client/deploy/scripts/action_before_reinstall.py2CODE
LOW…ython_client/deploy/scripts/action_before_reinstall.py39CODE
LOW…/python_client/deploy/scripts/action_before_upgrade.py6CODE
LOW…/python_client/deploy/scripts/action_before_upgrade.py76CODE
LOW…python_client/deploy/scripts/action_after_reinstall.py2CODE
LOW…python_client/deploy/scripts/action_after_reinstall.py38CODE
LOW…sts/python_client/deploy/scripts/second_recall_test.py4CODE
LOW…sts/python_client/deploy/scripts/second_recall_test.py5CODE
LOW…sts/python_client/deploy/scripts/second_recall_test.py96CODE
LOW…s/python_client/deploy/scripts/action_after_upgrade.py6CODE
LOW…s/python_client/deploy/scripts/action_after_upgrade.py94CODE
LOWtests/python_client/deploy/scripts/first_recall_test.py1CODE
LOWtests/python_client/deploy/scripts/first_recall_test.py5CODE
LOW…lient/deploy/testcases/test_action_first_deployment.py7CODE
LOW…client/deploy/testcases/test_action_after_reinstall.py7CODE
LOW…lient/deploy/testcases/test_action_before_reinstall.py5CODE
LOW…ient/deploy/testcases/test_action_second_deployment.py9CODE
LOWtests/python_client/data_verify/multi_thread_checker.py1CODE
LOWtests/python_client/utils/util_log.py4CODE
LOWtests/python_client/utils/util_pymilvus.py806CODE
LOWtests/python_client/common/cus_resource_opts.py1CODE
LOWtests/python_client/common/mock_tei_server.py38CODE
LOWtests/python_client/common/mock_tei_server.py38CODE
LOWtests/python_client/rate_limit/test_rate_limit.py1CODE
LOWtests/python_client/rate_limit/test_rate_limit.py2CODE
176 more matches not shown…
Deep Nesting292 hits · 190 pts
SeverityFileLineSnippetContext
LOWcmd/tools/binlogv2/export_to_json.py16CODE
LOWcmd/tools/binlogv2/minio_parquet_analyzer.py638CODE
LOWcmd/tools/binlogv2/minio_client.py527CODE
LOWcmd/tools/binlogv2/minio_client.py293CODE
LOWcmd/tools/binlogv2/parquet_analyzer_cli.py20CODE
LOWcmd/tools/binlogv2/parquet_analyzer_cli.py98CODE
LOWcmd/tools/binlogv2/parquet_analyzer_cli.py142CODE
LOWcmd/tools/binlogv2/parquet_analyzer_cli.py281CODE
LOWcmd/tools/binlogv2/parquet_analyzer_cli.py379CODE
LOWcmd/tools/binlogv2/parquet_analyzer/meta_parser.py112CODE
LOWcmd/tools/binlogv2/parquet_analyzer/analyzer.py56CODE
LOWcmd/tools/binlogv2/parquet_analyzer/analyzer.py313CODE
LOW…tools/binlogv2/parquet_analyzer/vector_deserializer.py16CODE
LOW…tools/binlogv2/parquet_analyzer/vector_deserializer.py297CODE
LOW…tools/binlogv2/parquet_analyzer/vector_deserializer.py359CODE
LOW…tools/binlogv2/parquet_analyzer/vector_deserializer.py398CODE
LOW…tools/binlogv2/parquet_analyzer/vector_deserializer.py471CODE
LOWtools/mgit.py1992CODE
LOWtools/mgit.py2186CODE
LOWtools/mgit.py2606CODE
LOWtools/mgit.py2973CODE
LOWtools/mgit.py3032CODE
LOWtools/mgit.py3153CODE
LOWtools/mgit.py3530CODE
LOWtools/mgit.py3860CODE
LOWtools/mgit.py429CODE
LOWtools/mgit.py753CODE
LOWtools/mgit.py941CODE
LOWtools/mgit.py1015CODE
LOWtools/mgit.py1502CODE
LOWtools/mgit.py1784CODE
LOWtests/restful_client_v2/utils/utils.py363CODE
LOWtests/restful_client_v2/utils/utils.py552CODE
LOW…restful_client_v2/testcases/test_database_operation.py167CODE
LOW…/restful_client_v2/testcases/test_vector_operations.py3931CODE
LOW…tful_client_v2/testcases/test_collection_operations.py1675CODE
LOW…tful_client_v2/testcases/test_collection_operations.py1799CODE
LOW…client_v2/testcases/test_import_2pc_infra_dependent.py3201CODE
LOW…_client_v2/testcases/test_embedding_rerank_function.py2053CODE
LOW…stful_client_v2/testcases/test_import_2pc_operation.py1991CODE
LOW…stful_client_v2/testcases/test_import_2pc_operation.py2347CODE
LOW…stful_client_v2/testcases/test_import_2pc_operation.py7179CODE
LOW…stful_client_v2/testcases/test_import_2pc_operation.py7441CODE
LOW…stful_client_v2/testcases/test_import_2pc_operation.py7550CODE
LOW…stful_client_v2/testcases/test_import_2pc_operation.py7658CODE
LOW…stful_client_v2/testcases/test_import_2pc_operation.py7771CODE
LOW…stful_client_v2/testcases/test_import_2pc_operation.py7894CODE
LOW…estful_client_v2/testcases/test_geometry_operations.py156CODE
LOW…estful_client_v2/testcases/test_geometry_operations.py303CODE
LOW…sts/restful_client_v2/testcases/test_jobs_operation.py173CODE
LOW…sts/restful_client_v2/testcases/test_jobs_operation.py3640CODE
LOW…sts/restful_client_v2/testcases/test_jobs_operation.py3744CODE
LOW…sts/restful_client_v2/testcases/test_jobs_operation.py3838CODE
LOWtests/python_client/conftest.py342CODE
LOWtests/python_client/cdc/testcases/test_rbac.py19CODE
LOWtests/python_client/cdc/testcases/test_alias.py20CODE
LOWtests/python_client/cdc/testcases/test_alias.py52CODE
LOWtests/python_client/cdc/testcases/test_alias.py250CODE
LOWtests/python_client/cdc/testcases/test_alias.py121CODE
LOWtests/python_client/cdc/testcases/test_alias.py346CODE
232 more matches not shown…
Self-Referential Comments32 hits · 96 pts
SeverityFileLineSnippetContext
MEDIUMtests/restful_client_v2/utils/utils.py91 # Create a frequency counterCOMMENT
MEDIUMtests/restful_client_v2/utils/utils.py97 # Create a reverse vocabulary mappingCOMMENT
MEDIUMtests/restful_client_v2/utils/utils.py590 # Create a large query polygon that will intersect with many geometriesCOMMENT
MEDIUMtests/restful_client_v2/utils/utils.py612 # Create a query polygon that contains multiple pointsCOMMENT
MEDIUMtests/restful_client_v2/utils/utils.py633 # Create a large query polygon that contains many small geometriesCOMMENT
MEDIUMtests/restful_client_v2/utils/utils.py646 # Create a polygon that touches some base geometriesCOMMENT
MEDIUMtests/restful_client_v2/utils/utils.py680 # Create a line that crosses polygonsCOMMENT
MEDIUMtests/restful_client_v2/base/testbase.py91 for db_name in self.database_client.db_names[:]: # Create a copy of the list to iterateCODE
MEDIUMtests/scripts/e2e-restful.sh25# Create a collectionCOMMENT
MEDIUMtests/scripts/get_etcd_info.sh4# Define the etcdctl command with endpoints optionCOMMENT
MEDIUMtests/python_client/cdc/testcases/test_setup_cdc.py42 # Create a basic topology configurationCOMMENT
MEDIUM…sts/python_client/cdc/testcases/test_resource_group.py81 # Create the RG on BOTH sides (independently, since create isn't replicated either).COMMENT
MEDIUM…sts/python_client/cdc/testcases/test_resource_group.py114 # Create the RG on both sides with different configs.COMMENT
MEDIUMtests/python_client/common/common_func.py312 # Create a frequency counterCOMMENT
MEDIUMtests/python_client/common/common_func.py318 # Create a reverse vocabulary mappingCOMMENT
MEDIUM…on_client/milvus_client/test_milvus_client_geometry.py220 # Create a large query polygon that will intersect with many geometriesCOMMENT
MEDIUM…on_client/milvus_client/test_milvus_client_geometry.py247 # Create a small query point that can be contained by many base polygonsCOMMENT
MEDIUM…on_client/milvus_client/test_milvus_client_geometry.py307 # Create a polygon that contains multiple pointsCOMMENT
MEDIUM…on_client/milvus_client/test_milvus_client_geometry.py359 # Create a polygon that touches some base geometriesCOMMENT
MEDIUM…on_client/milvus_client/test_milvus_client_geometry.py411 # Create a line that crosses the first polygonCOMMENT
MEDIUM…on_client/milvus_client/test_milvus_client_geometry.py1047 # Create a large polygon that contains all geometriesCOMMENT
MEDIUM…on_client/milvus_client/test_milvus_client_geometry.py1925 # Create a large containing polygon to test spatial relationshipsCOMMENT
MEDIUM…on_client/milvus_client/test_milvus_client_geometry.py3821 # Create a new collection for each test to avoid state pollutionCOMMENT
MEDIUM…lient/milvus_client/test_milvus_client_struct_array.py5303 # This function handles floating-point tolerance and dict orderCOMMENT
MEDIUM…lient/milvus_client/test_milvus_client_range_search.py1443 # Create a partitionCOMMENT
MEDIUM…_client/milvus_client/test_milvus_client_collection.py494 # Create an empty schema (no fields added)COMMENT
MEDIUMtests/python_client/check/param_check.py164 # Create a set of available indices for bCOMMENT
MEDIUMtests/python_client/check/param_check.py169 # Create a list of indices to remove (avoid modifying the set during iteration)COMMENT
MEDIUMtests/python_client/chaos/chaos_test.sh61# Initialize basic variablesCOMMENT
MEDIUMinternal/core/build-support/cpplint.py1399 # Create a testcase for each fileCOMMENT
MEDIUMinternal/core/build-support/cpplint.py6092 # The following function is just a speed up, no semantics are changed.STRING
MEDIUM.github/mergify.yml3# This file defines automated rules for pull request managementCOMMENT
AI Slop Vocabulary40 hits · 88 pts
SeverityFileLineSnippetContext
MEDIUMcmd/tools/config/generate.go336#when using GPU indexing, Milvus will utilize a memory pool to avoid frequent memory allocation and deallocation.COMMENT
MEDIUMtests/python_client/cdc/testcases/test_collection.py794 # Create collection with comprehensive schema (has multiple fields)COMMENT
MEDIUMtests/python_client/cdc/testcases/test_dml.py436 # Create collection with comprehensive schemaCOMMENT
MEDIUMtests/python_client/cdc/testcases/test_dml.py474 # Generate and insert comprehensive test dataCOMMENT
MEDIUMtests/python_client/cdc/testcases/test_dml.py590 # Create collection with comprehensive manual ID schemaCOMMENT
MEDIUMtests/python_client/cdc/testcases/test_dml.py617 # Insert initial comprehensive dataCOMMENT
MEDIUMtests/python_client/cdc/testcases/test_dml.py641 # Prepare comprehensive upsert data - update first 15 existing records + insert 15 new recordsCOMMENT
MEDIUMtests/python_client/cdc/testcases/test_dml.py644 # Update existing records (IDs 1-15) with new comprehensive dataCOMMENT
MEDIUMtests/python_client/cdc/testcases/test_dml.py760 # Create collection with alternative comprehensive schemaCOMMENT
MEDIUMtests/python_client/cdc/testcases/test_dml.py798 # Generate and insert alternative comprehensive test dataCOMMENT
MEDIUMtests/python_client/cdc/testcases/test_dml.py922 # Create collection with alternative comprehensive manual ID schemaCOMMENT
MEDIUMtests/python_client/cdc/testcases/test_dml.py949 # Insert initial alternative comprehensive dataCOMMENT
MEDIUMtests/python_client/cdc/testcases/test_dml.py975 # Prepare alternative comprehensive upsert data - update first 15 existing records + insert 15 new recordsCOMMENT
MEDIUMtests/python_client/cdc/testcases/test_dml.py978 # Update existing records (IDs 1-15) with new alternative comprehensive dataCOMMENT
MEDIUMtests/python_client/cdc/testcases/test_dml.py417 """Test INSERT operation sync with comprehensive data types."""STRING
MEDIUMtests/python_client/cdc/testcases/test_dml.py571 """Test UPSERT operation sync with comprehensive data types."""STRING
MEDIUMtests/python_client/cdc/testcases/test_dml.py741 """Test INSERT operation sync with alternative comprehensive data types (BFLOAT16 + INT8)."""STRING
MEDIUMtests/python_client/cdc/testcases/test_dml.py903 """Test UPSERT operation sync with alternative comprehensive data types (BFLOAT16 + INT8)."""STRING
LOWtests/python_client/cdc/testcases/base.py76 # Fallback: just use random stringCOMMENT
MEDIUMtests/python_client/cdc/testcases/base.py140 """Create schema with comprehensive data types for testing (max 4 vector fields)."""STRING
MEDIUMtests/python_client/cdc/testcases/base.py189 """Create comprehensive schema with manual ID for upsert operations (max 4 vector fields)."""STRING
MEDIUMtests/python_client/cdc/testcases/base.py238 """Create alternative comprehensive schema with BFLOAT16_VECTOR and INT8_VECTOR (max 4 vector fields)."""STRING
MEDIUMtests/python_client/cdc/testcases/base.py287 """Create alternative comprehensive schema with manual ID, BFLOAT16_VECTOR and INT8_VECTOR (max 4 vector fields)STRING
MEDIUMtests/python_client/cdc/testcases/base.py375 """Generate comprehensive test data with all data types using standard vector generation."""STRING
MEDIUMtests/python_client/cdc/testcases/base.py424 """Generate comprehensive test data with alternative vector types (BFLOAT16 + INT8)."""STRING
MEDIUMtests/python_client/cdc/testcases/base.py473 """Generate comprehensive test data with manual IDs and alternative vector types (BFLOAT16 + INT8)."""STRING
MEDIUMtests/python_client/cdc/testcases/base.py570 """Generate comprehensive test data with manual IDs for upsert operations using standard vector generation."""STRING
MEDIUM…on_client/milvus_client/test_milvus_client_geometry.py861 base_count = 3000 # 3000+ records for comprehensive testingCODE
MEDIUM…on_client/milvus_client/test_milvus_client_snapshot.py2168 # Generate comprehensive schema with all data typesCOMMENT
LOWtests/python_client/check/param_check.py137 # For non-dict items, just add as-isCOMMENT
LOWinternal/core/build-support/cpplint.py3063 # Here we can just use a shallow copy since we are the lastCOMMENT
MEDIUMinternal/core/src/index/RTreeIndexTest.cpp680 // To make assertion robust across GEOS versions, simply check big polygon within itself should be true.COMMENT
MEDIUMinternal/util/queryutil/remap_op.go74// This approach is more robust than name-based matching because:COMMENT
MEDIUMinternal/parser/planparserv2/parser_visitor.go2801// UnaryRangeExpr with the reversed operator to leverage indexing.COMMENT
MEDIUMinternal/http/webui/assets/index-nmS7rbPW.js33 */var hT=b,rr=gT;function he(e){for(var t="https://reactjs.org/docs/error-decoder.html?invariant="+e,n=1;n<arguments.leCOMMENT
MEDIUMinternal/http/webui/assets/index-nmS7rbPW.js33 */var hT=b,rr=gT;function he(e){for(var t="https://reactjs.org/docs/error-decoder.html?invariant="+e,n=1;n<arguments.leCOMMENT
MEDIUMinternal/http/webui/assets/index-nmS7rbPW.js67 */function Dd(){return Dd=Object.assign?Object.assign.bind():function(e){for(var t=1;t<arguments.length;t++){var n=arguCOMMENT
MEDIUMinternal/http/webui/assets/index-nmS7rbPW.js67 */function Dd(){return Dd=Object.assign?Object.assign.bind():function(e){for(var t=1;t<arguments.length;t++){var n=arguCOMMENT
MEDIUMinternal/querynodev2/delegator/delegator_data.go1076 // This is robust against delete buffer eviction (Put → evict discards old tail during Phase 2).COMMENT
MEDIUMconfigs/milvus.yaml1358#when using GPU indexing, Milvus will utilize a memory pool to avoid frequent memory allocation and deallocation.COMMENT
Redundant / Tautological Comments68 hits · 83 pts
SeverityFileLineSnippetContext
LOWcmd/tools/binlogv2/export_to_json.py216 # Check if file existsSTRING
LOWcmd/tools/binlogv2/minio_parquet_analyzer.py51 # Check if parquet_analyzer_cli.py existsCOMMENT
LOWcmd/tools/binlogv2/parquet_analyzer_cli.py79 # Check if file existsSTRING
LOWcmd/tools/binlogv2/parquet_analyzer_cli.py441 # Display resultsCOMMENT
LOWcmd/tools/binlogv2/parquet_analyzer/analyzer.py74 # Check if there's binary data (vector)COMMENT
LOWcmd/tools/binlogv2/parquet_analyzer/analyzer.py293 # Check if vector types are consistent for the same columnCOMMENT
LOWcmd/tools/binlogv2/parquet_analyzer/analyzer.py436 # Check if column looks like an ID columnCOMMENT
LOW…tools/binlogv2/parquet_analyzer/vector_deserializer.py488 # Check if it's an increasing patternCOMMENT
LOW…tools/binlogv2/parquet_analyzer/vector_deserializer.py492 # Check if it's a cyclic pattern (i + j) % 256COMMENT
LOW…tools/binlogv2/parquet_analyzer/vector_deserializer.py500 # Check if it's a sequential pattern [start, start+1, start+2, ...]COMMENT
LOW…tools/binlogv2/parquet_analyzer/vector_deserializer.py32 # Check if it starts with { or [ (JSON indicators)COMMENT
LOW…tools/binlogv2/parquet_analyzer/vector_deserializer.py49 # Check if it looks like a protobuf arrayCOMMENT
LOWtools/mgit.py251 # Check if URL contains username (github.com/username/ or github.com:username/)COMMENT
LOWtools/mgit.py559 # Check if any AI source is availableCOMMENT
LOWtools/mgit.py1514 # Check if query is an issue number (must be purely numeric, optionally with #)COMMENT
LOWtools/mgit.py1977 # Check if branch already existsCOMMENT
LOWtools/mgit.py2436 # Check if formatting made changes and stage them (only if formatting was run)COMMENT
LOWtools/mgit.py2547 # Check if claude CLI is available (cross-platform)COMMENT
LOWtools/mgit.py2669 # Check if there's an existing PR with a linked issueCOMMENT
LOWtools/mgit.py2975 # Check if there are changes to commit firstCOMMENT
LOWtools/mgit.py3002 # Check if there are upstream changesCOMMENT
LOWtools/mgit.py3616 # Check if branch already existsCOMMENT
LOW…/restful_client_v2/testcases/test_vector_operations.py4030 # Check if offset + limit exceeds max allowedCOMMENT
LOWtests/scripts/get_etcd_info.sh10# Check if the etcd pods are runningCOMMENT
LOWtests/scripts/get_etcd_info.sh16# Loop through the list of etcd pods and get their statusCOMMENT
LOWtests/scripts/e2e-k8s.sh380# Check if the user is running the clusters in manual mode.COMMENT
LOWtests/scripts/docker_image_find_tag.sh174# Check if tags are not being filteredCOMMENT
LOWtests/scripts/docker_image_find_tag.sh177 # Check if limit reached and display warningCOMMENT
LOWtests/scripts/docker_image_find_tag.sh186 # Check if limit reached and display warningCOMMENT
LOWtests/python_client/cdc/scripts/setup_cdc_topology.py109 if removed_clusters_uris and removed_clusters_uris[0]: # Check if removed_clusters_uris is not emptyCODE
LOWtests/python_client/cdc/testcases/test_dml.py366 # Check if updated records exist with new values (number >= 1001 and <= 1025)COMMENT
LOWtests/python_client/cdc/testcases/test_dml.py382 # Check if new records exist (number >= 2051 and <= 2075)COMMENT
LOWtests/python_client/cdc/testcases/test_dml.py683 # Check if updated records exist with "updated_" prefixCOMMENT
LOWtests/python_client/cdc/testcases/test_dml.py695 # Check if new records exist with "new_" prefixCOMMENT
LOWtests/python_client/cdc/testcases/test_dml.py1021 # Check if updated records exist with "updated_" prefixCOMMENT
LOWtests/python_client/cdc/testcases/test_dml.py1033 # Check if new records exist with "new_" prefixCOMMENT
LOWtests/python_client/cdc/testcases/test_alias.py348 # Check if alias still exists and points to correct collection after alterCOMMENT
LOW…ient/rolling_upgrade/test_rolling_update_one_by_one.py255 # Check if the status remains stable for 1 minuteCOMMENT
LOW…ent/milvus_client/test_milvus_client_partial_update.py578 "price": None, # Set back to nullCODE
LOW…on_client/milvus_client/test_milvus_client_geometry.py721 # Check if within thresholdCOMMENT
LOW…on_client/milvus_client/test_milvus_client_geometry.py1699 elif i % 4 == 1: # Set geo to None - should use default valueCODE
LOW…lient/milvus_client/test_milvus_client_struct_array.py5173 # Check if bucket existsCOMMENT
LOW…lient/milvus_client/test_milvus_client_struct_array.py5276 # Check if row count matchesCOMMENT
LOW…nt/milvus_client/test_milvus_client_search_reranker.py2796 # Check if documents are the sameCOMMENT
LOW…hon_client/milvus_client/test_milvus_client_minhash.py844 # Check if result counts differ significantlyCOMMENT
LOW…hon_client/milvus_client/test_milvus_client_minhash.py858 # Check if distances are identical or differentCOMMENT
LOW…hon_client/milvus_client/test_milvus_client_minhash.py3576 # Check if bucket existsCOMMENT
LOW…thon_client/milvus_client/test_milvus_client_search.py6363 # Check if documents are the sameCOMMENT
LOWtests/python_client/check/param_check.py253 # Check if dict2 is a subset of dict1COMMENT
LOWtests/python_client/chaos/chaos_test.sh21 # Check if stdout is a terminalCOMMENT
LOWtests/python_client/testcases/indexes/test_ngram.py34 # Check if this test case requires JSON fieldCOMMENT
LOWtests/python_client/testcases/indexes/test_ngram.py219 # Check if the field type is supported for NGRAM indexCOMMENT
LOWinternal/core/build-support/cpplint.py2997 # Check if token is an unmatched '<'.COMMENT
LOWinternal/core/build-support/cpplint.py3625 # Check if the // may be in quotes. If so, ignore itSTRING
LOWinternal/core/build-support/cpplint.py4581 # Check if the body is emptySTRING
LOWinternal/core/build-support/cpplint.py4872 # Check if the line is a header guard.STRING
LOWinternal/core/build-support/cpplint.py5271 # Check if people are using the verboten C basic types. The only exceptionSTRING
LOWinternal/core/build-support/cpplint.py5283 # Check if some verboten operator overloading is going onSTRING
LOWinternal/core/build-support/cpplint.py5464 # Check if some verboten C functions are being used.STRING
LOWinternal/core/build-support/cpplint.py6235 # Set end_col to check whole lines after we are done with theSTRING
8 more matches not shown…
AI Structural Patterns79 hits · 56 pts
SeverityFileLineSnippetContext
LOWtests/restful_client/utils/utils.py34CODE
LOWtests/restful_client/api/milvus.py224CODE
LOWtests/restful_client_v2/utils/utils.py134CODE
LOWtests/restful_client_v2/api/milvus.py389CODE
LOWtests/restful_client_v2/api/milvus.py407CODE
LOWtests/restful_client_v2/api/milvus.py416CODE
LOWtests/restful_client_v2/api/milvus.py425CODE
LOWtests/restful_client_v2/api/milvus.py439CODE
LOWtests/restful_client_v2/api/milvus.py450CODE
LOWtests/restful_client_v2/api/milvus.py612CODE
LOWtests/restful_client_v2/api/milvus.py621CODE
LOWtests/restful_client_v2/api/milvus.py630CODE
LOWtests/restful_client_v2/api/milvus.py639CODE
LOWtests/restful_client_v2/api/milvus.py648CODE
LOWtests/restful_client_v2/api/milvus.py657CODE
LOWtests/restful_client_v2/api/milvus.py666CODE
LOWtests/restful_client_v2/api/milvus.py681CODE
LOWtests/restful_client_v2/api/milvus.py687CODE
LOWtests/restful_client_v2/api/milvus.py693CODE
LOWtests/restful_client_v2/api/milvus.py700CODE
LOWtests/restful_client_v2/api/milvus.py706CODE
LOWtests/restful_client_v2/api/milvus.py712CODE
LOWtests/restful_client_v2/api/milvus.py718CODE
LOWtests/restful_client_v2/api/milvus.py734CODE
LOWtests/restful_client_v2/api/milvus.py749CODE
LOWtests/restful_client_v2/api/milvus.py755CODE
LOWtests/restful_client_v2/api/milvus.py761CODE
LOWtests/restful_client_v2/api/milvus.py767CODE
LOWtests/restful_client_v2/api/milvus.py785CODE
LOWtests/restful_client_v2/api/milvus.py799CODE
LOWtests/restful_client_v2/api/milvus.py808CODE
LOWtests/restful_client_v2/api/milvus.py817CODE
LOWtests/restful_client_v2/api/milvus.py854CODE
LOWtests/restful_client_v2/api/milvus.py861CODE
LOWtests/restful_client_v2/api/milvus.py867CODE
LOWtests/restful_client_v2/api/milvus.py873CODE
LOWtests/restful_client_v2/api/milvus.py879CODE
LOWtests/restful_client_v2/api/milvus.py899CODE
LOWtests/restful_client_v2/api/milvus.py908CODE
LOWtests/restful_client_v2/api/milvus.py921CODE
LOWtests/scripts/get_helm_chart_version_by_app_version.py20CODE
LOWtests/python_client/common/bulk_insert_data.py1276CODE
LOWtests/python_client/common/bulk_insert_data.py1376CODE
LOWtests/python_client/common/bulk_insert_data.py1472CODE
LOWtests/python_client/common/bulk_insert_data.py1504CODE
LOWtests/python_client/common/bulk_insert_data.py1564CODE
LOWtests/python_client/common/bulk_insert_data.py1685CODE
LOWtests/python_client/common/common_func.py881CODE
LOWtests/python_client/common/common_func.py1072CODE
LOWtests/python_client/common/common_func.py1218CODE
LOWtests/python_client/common/common_func.py1511CODE
LOWtests/python_client/common/common_func.py1587CODE
LOWtests/python_client/common/common_func.py1652CODE
LOWtests/python_client/common/common_func.py1879CODE
LOWtests/python_client/common/common_func.py1939CODE
LOWtests/python_client/common/common_func.py2064CODE
LOWtests/python_client/common/common_func.py2444CODE
LOWtests/python_client/common/common_func.py3401CODE
LOWtests/python_client/common/common_func.py3414CODE
LOWtests/python_client/common/common_func.py4749CODE
19 more matches not shown…
Overly Generic Function Names44 hits · 25 pts
SeverityFileLineSnippetContext
LOWtests/python_client/chaos/checker.py1176 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py1750 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py1900 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py2046 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py2270 def run_task(self, count=0):CODE
LOWtests/python_client/chaos/checker.py2378 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py3611 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py3744 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py3983 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py4203 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py4286 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py1233 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py1270 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py1307 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py1352 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py1393 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py1437 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py1496 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py1563 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py1606 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py1671 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py1814 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py2001 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py2102 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py2331 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py2426 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py2461 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py2498 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py2529 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py2569 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py2611 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py2659 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py2711 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py2756 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py2812 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py2855 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py2922 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py3005 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py3040 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py3098 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py3182 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py3666 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py4031 def run_task(self):CODE
LOWtests/python_client/chaos/checker.py4459 def run_task(self):CODE
Hallucination Indicators2 hits · 20 pts
SeverityFileLineSnippetContext
CRITICALinternal/datacoord/task_index_test.go160 s.mt.indexMeta.segmentBuildInfo.buildID2SegmentIndex.Remove(s.taskID)CODE
CRITICALinternal/datacoord/task_index_test.go167 s.mt.indexMeta.segmentBuildInfo.buildID2SegmentIndex.Insert(s.taskID, &model.SegmentIndex{CODE
Docstring Block Structure3 hits · 15 pts
SeverityFileLineSnippetContext
HIGHtests/python_client/common/common_func.py2302 Generates row data based on the given schema. Args: nb (int): Number of rows to generate. Defaults to STRING
HIGHtests/python_client/common/common_func.py2912 Generates test data for a given collection field based on its data type and properties. Args: field (dSTRING
HIGHtests/python_client/common/common_func.py5427 Computes the floating-point remainder of x/y with the same sign as x. This function mimics the behavior of theSTRING
Synthetic Comment Markers2 hits · 15 pts
SeverityFileLineSnippetContext
HIGH…ordv2/ddl_callbacks_alter_load_info_load_partitions.go84 // load config unchanged, the partitions are already loaded as requested.COMMENT
HIGH…ordv2/ddl_callbacks_alter_load_info_load_collection.go83 // load config unchanged, the collection is already loaded as requested.COMMENT
Fake / Example Data17 hits · 12 pts
SeverityFileLineSnippetContext
LOW…sts/restful_client/testcases/test_vector_operations.py378 filter_expr = filter_expr.replace("placeholder", prefix)CODE
LOW…sts/restful_client/testcases/test_vector_operations.py425 filter_expr = filter_expr.replace("placeholder", prefix)CODE
LOW…sts/restful_client/testcases/test_vector_operations.py610 filter_expr = filter_expr.replace("placeholder", prefix)CODE
LOW…sts/restful_client/testcases/test_vector_operations.py657 filter_expr = filter_expr.replace("placeholder", prefix)CODE
LOW…/restful_client_v2/testcases/test_vector_operations.py2734 @pytest.mark.parametrize("filter_expr", ['name > "placeholder"', 'name like "placeholder%"'])CODE
LOW…/restful_client_v2/testcases/test_vector_operations.py2756 filter_expr = filter_expr.replace("placeholder", prefix)CODE
LOW…/restful_client_v2/testcases/test_vector_operations.py2780 "filter_expr", ['uid < 100 and name > "placeholder"', 'uid < 100 and name like "placeholder%"']CODE
LOW…/restful_client_v2/testcases/test_vector_operations.py2803 filter_expr = filter_expr.replace("placeholder", prefix)CODE
LOW…/restful_client_v2/testcases/test_vector_operations.py4621 @pytest.mark.parametrize("filter_expr", ['name > "placeholder"', 'name like "placeholder%"'])CODE
LOW…/restful_client_v2/testcases/test_vector_operations.py4642 filter_expr = filter_expr.replace("placeholder", prefix)CODE
LOW…/restful_client_v2/testcases/test_vector_operations.py4673 filter_expr = 'name > "placeholder"'CODE
LOW…/restful_client_v2/testcases/test_vector_operations.py4689 filter_expr = filter_expr.replace("placeholder", prefix)CODE
LOWinternal/core/unittest/test_string_expr.cpp2194 EXPECT_TRUE(email(std::string("user@example.com")));CODE
LOW…/src/analyzer/tokenizers/ngram_tokenizer_with_chars.rs759 let tokens = collect_tokens(tokenizer.token_stream("user@example.com"));CODE
LOWinternal/util/shallowcopy/shallowcopy_test.go25 PlaceholderGroup: []byte("placeholder"),CODE
LOWdocs/design-docs/design_docs/20260409-regex_filter.md535| `"\\d{3}-\\d{4}"` | `"555-1234"` | 1 | true | Yes |CODE
LOWpkg/mq/msgstream/mq_factory_test.go84 Params.Save(Params.PulsarCfg.AuthParams.Key, "token:fake_token")CODE
TODO Padding6 hits · 9 pts
SeverityFileLineSnippetContext
LOWinternal/core/src/storage/MemFileManagerImpl.cpp483 // TODO: implement this interfaceCOMMENT
LOWinternal/core/src/storage/MemFileManagerImpl.cpp489 // TODO: implement this interfaceCOMMENT
LOWinternal/core/src/storage/DiskFileManagerImpl.cpp1643 // TODO: implement this interfaceCOMMENT
LOWinternal/rootcoord/broker_test.go125 // TODO: implementCOMMENT
LOWinternal/util/dependency/factory.go179 // TODO: implement health checker for rocks mqCOMMENT
LOWinternal/util/dependency/factory.go186 // TODO: implement health checker for woodpeckerCOMMENT
Slop Phrases2 hits · 4 pts
SeverityFileLineSnippetContext
LOW…re/src/segcore/storagev1translator/ChunkTranslator.cpp131 // Note: if you want to use a customized cell id mapping mode, don't forget to change the meta_.cell_id_mapping_modeCOMMENT
MEDIUMconfigs/milvus.yaml281 # 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
SeverityFileLineSnippetContext
LOWscripts/milvus-debug.sh14# Usage:COMMENT
LOWscripts/start_cluster_with_replicas.sh23# Usage:COMMENT
LOWscripts/install_deps.sh31# Usage:COMMENT
Modern Structural Boilerplate4 hits · 4 pts
SeverityFileLineSnippetContext
LOWcmd/tools/binlogv2/parquet_analyzer/__init__.py11__all__ = ["ParquetMetaParser", "VectorDeserializer", "ParquetAnalyzer"]CODE
LOWtests/python_client/cdc/conftest.py10logger = logging.getLogger(__name__)CODE
LOWtests/python_client/cdc/testcases/base.py20logger = logging.getLogger(__name__)CODE
LOWtests/python_client/utils/util_fts.py18logger = logging.getLogger(__name__)CODE