lancedb/lancedb

6.6

Adjusted Score

6.6

Raw Score

100%

Time Factor

2026-07-14

Last Push

10.9K

Stars

HTML

Language

230.1K

Lines of Code

573

Files

1.2K

Pattern Hits

2026-07-14

Scan Date

0.03

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 0HIGH 20MEDIUM 132LOW 1097

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 1249 distinct pattern matches across 16 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

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

Hyper-Verbose Identifiers627 hits · 549 pts

Severity	File	Line	Snippet	Context
LOW	nodejs/lancedb/arrow.ts	920	async function applyEmbeddingsFromMetadata(	CODE
LOW	nodejs/lancedb/arrow.ts	1203	export async function fromRecordsToStreamBuffer(	CODE
LOW	nodejs/lancedb/arrow.ts	1299	export async function fromRecordBatchToStreamBuffer(	CODE
LOW	python/python/tests/test_primary_key.py	18	def test_set_unenforced_primary_key_accepts_string_or_one_element_list(tmp_path):	CODE
LOW	python/python/tests/test_primary_key.py	30	def test_set_unenforced_primary_key_rejects_compound_and_empty(tmp_path):	CODE
LOW	python/python/tests/test_primary_key.py	48	def test_set_unenforced_primary_key_is_immutable(tmp_path):	CODE
LOW	python/python/tests/test_primary_key.py	66	def test_set_unenforced_primary_key_validates(tmp_path):	CODE
LOW	python/python/tests/test_namespace_integration.py	211	def create_tracking_namespace(	CODE
LOW	python/python/tests/test_namespace_integration.py	273	def test_namespace_create_table_with_provider(s3_bucket: str, use_custom: bool):	CODE
LOW	python/python/tests/test_namespace_integration.py	330	def test_namespace_open_table_with_provider(s3_bucket: str, use_custom: bool):	CODE
LOW	python/python/tests/test_namespace_integration.py	398	def test_namespace_create_schema_only_with_provider(use_custom: bool):	CODE
LOW	python/python/tests/test_namespace_integration.py	455	def test_namespace_credential_refresh_on_read(s3_bucket: str, use_custom: bool):	CODE
LOW	python/python/tests/test_namespace_integration.py	522	def test_namespace_credential_refresh_on_write(s3_bucket: str, use_custom: bool):	CODE
LOW	python/python/tests/test_namespace_integration.py	586	def test_namespace_overwrite_mode(s3_bucket: str, use_custom: bool):	CODE
LOW	python/python/tests/test_namespace_integration.py	654	def test_namespace_multiple_tables(s3_bucket: str, use_custom: bool):	CODE
LOW	python/python/tests/test_namespace_integration.py	712	def test_namespace_with_schema_only(s3_bucket: str, use_custom: bool):	CODE
LOW	python/python/tests/test_merge_insert_lsm.py	60	def test_lsm_merge_insert_bucket(tmp_path):	CODE
LOW	python/python/tests/test_merge_insert_lsm.py	76	def test_lsm_merge_insert_unsharded(tmp_path):	CODE
LOW	python/python/tests/test_merge_insert_lsm.py	90	def test_lsm_merge_insert_identity(tmp_path):	CODE
LOW	python/python/tests/test_merge_insert_lsm.py	105	def test_lsm_merge_insert_use_lsm_write_false(tmp_path):	CODE
LOW	python/python/tests/test_merge_insert_lsm.py	118	def test_lsm_merge_insert_validate_single_shard_off(tmp_path):	CODE
LOW	python/python/tests/test_merge_insert_lsm.py	130	def test_lsm_merge_insert_use_lsm_write_true_requires_spec(tmp_path):	CODE
LOW	python/python/tests/test_merge_insert_lsm.py	145	def test_lsm_merge_insert_rejects_on_not_primary_key(tmp_path):	CODE
LOW	python/python/tests/test_merge_insert_lsm.py	156	def test_lsm_merge_insert_rejects_non_upsert(tmp_path):	CODE
LOW	python/python/tests/test_merge_insert_lsm.py	183	async def test_async_lsm_merge_insert(tmp_path):	CODE
LOW	python/python/tests/test_lsm_write_spec.py	41	def test_set_lsm_write_spec_validates(tmp_path):	CODE
LOW	python/python/tests/test_lsm_write_spec.py	56	def test_unset_lsm_write_spec(tmp_path):	CODE
LOW	python/python/tests/test_lsm_write_spec.py	98	def test_lsm_write_spec_with_maintained_indexes():	CODE
LOW	python/python/tests/test_lsm_write_spec.py	104	async def test_async_set_unset_lsm_write_spec(tmp_path):	CODE
LOW	python/python/tests/test_lsm_write_spec.py	130	def test_lsm_write_spec_identity_and_writer_config_defaults():	CODE
LOW	python/python/tests/test_lsm_write_spec.py	187	async def test_async_get_lsm_write_spec(tmp_path):	CODE
LOW	python/python/tests/test_pydantic.py	191	def test_bare_generic_raises_type_error():	CODE
LOW	python/python/tests/test_pydantic.py	203	def test_nested_struct_list_optional():	CODE
LOW	python/python/tests/test_pydantic.py	234	def test_nested_struct_list_optional_items():	CODE
LOW	python/python/tests/test_pydantic.py	269	def test_nested_struct_list_optional_container_and_items():	CODE
LOW	python/python/tests/test_pydantic.py	418	def test_fixed_size_list_field():	CODE
LOW	python/python/tests/test_pydantic.py	465	def test_fixed_size_list_validation():	CODE
LOW	python/python/tests/test_pydantic.py	491	def test_optional_nested_model():	CODE
LOW	python/python/tests/test_pydantic.py	613	def test_multi_vector_nullable():	CODE
LOW	python/python/tests/test_pydantic.py	631	def test_multi_vector_in_lance_model():	CODE
LOW	python/python/tests/test_pydantic.py	644	def test_aliases_in_lance_model(mem_db):	CODE
LOW	python/python/tests/test_pydantic.py	668	async def test_aliases_in_lance_model_async(mem_db_async):	CODE
LOW⚡	python/python/tests/test_db.py	958	def test_create_namespace_invalid_mode_raises(tmp_path):	CODE
LOW⚡	python/python/tests/test_db.py	965	def test_drop_namespace_invalid_mode_raises(tmp_path):	CODE
LOW⚡	python/python/tests/test_db.py	973	def test_drop_namespace_invalid_behavior_raises(tmp_path):	CODE
LOW⚡	python/python/tests/test_db.py	981	def test_clone_table_latest_version(tmp_path):	CODE
LOW	python/python/tests/test_db.py	192	def test_db_contains_and_len_include_all_table_name_pages(tmp_db: lancedb.DBConnection):	CODE
LOW	python/python/tests/test_db.py	202	def test_db_contains_stops_after_matching_table_page(	CODE
LOW	python/python/tests/test_db.py	275	def test_create_table_from_iterator(mem_db: lancedb.DBConnection):	CODE
LOW	python/python/tests/test_db.py	292	async def test_create_table_from_iterator_async(mem_db_async: lancedb.AsyncConnection):	CODE
LOW	python/python/tests/test_db.py	408	async def test_create_exist_ok_async(tmp_db_async: lancedb.AsyncConnection):	CODE
LOW	python/python/tests/test_db.py	492	async def test_create_table_stable_row_ids_via_storage_options(tmp_path):	CODE
LOW	python/python/tests/test_db.py	526	def test_create_table_stable_row_ids_via_storage_options_sync(tmp_path):	CODE
LOW	python/python/tests/test_db.py	559	async def test_create_table_stable_row_ids_table_level_override(tmp_path):	CODE
LOW	python/python/tests/test_db.py	598	def test_create_table_stable_row_ids_table_level_override_sync(tmp_path):	CODE
LOW	python/python/tests/test_db.py	779	def test_empty_or_nonexistent_table(mem_db: lancedb.DBConnection):	CODE
LOW	python/python/tests/test_db.py	883	def test_prefilter_with_index(mem_db: lancedb.DBConnection):	CODE
LOW	python/python/tests/test_db.py	906	def test_create_table_with_invalid_names(tmp_db: lancedb.DBConnection):	CODE
LOW	python/python/tests/test_db.py	917	def test_bypass_vector_index_sync(tmp_db: lancedb.DBConnection):	CODE
LOW	python/python/tests/test_db.py	939	def test_local_namespace_operations(tmp_path):	CODE
567 more matches not shown…

Decorative Section Separators81 hits · 264 pts

Severity	File	Line	Snippet	Context
MEDIUM	.bumpversion.toml	67	# ------------	STRING
MEDIUM	deny.toml	24	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	deny.toml	26	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	deny.toml	106	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	deny.toml	108	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	deny.toml	156	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	deny.toml	158	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	deny.toml	178	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	deny.toml	180	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	python/python/tests/test_rerankers.py	647	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	python/python/tests/test_rerankers.py	649	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	python/python/tests/test_nested_fields.py	254	# ===========================================================================	COMMENT
MEDIUM⚡	python/python/tests/test_nested_fields.py	256	# ===========================================================================	COMMENT
MEDIUM⚡	python/python/tests/test_nested_fields.py	262	# ===========================================================================	COMMENT
MEDIUM⚡	python/python/tests/test_nested_fields.py	474	# ===========================================================================	COMMENT
MEDIUM⚡	python/python/tests/test_nested_fields.py	476	# ===========================================================================	COMMENT
MEDIUM⚡	python/python/tests/test_nested_fields.py	480	# ===========================================================================	COMMENT
MEDIUM	python/python/tests/test_nested_fields.py	35	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/tests/test_nested_fields.py	37	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/tests/test_nested_fields.py	49	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/tests/test_nested_fields.py	51	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/tests/test_nested_fields.py	66	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/tests/test_nested_fields.py	68	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/tests/test_nested_fields.py	241	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/tests/test_nested_fields.py	243	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	python/python/tests/test_expr.py	436	# ── column name edge cases ────────────────────────────────────────────────────	COMMENT
MEDIUM	python/python/tests/test_expr.py	16	# ── unit tests for Expr construction ─────────────────────────────────────────	COMMENT
MEDIUM	python/python/tests/test_expr.py	359	# ── integration tests: end-to-end query against a real table ─────────────────	COMMENT
MEDIUM	python/python/tests/test_expr.py	575	# ── bytes / binary column integration tests ───────────────────────────────────	COMMENT
MEDIUM⚡	python/python/tests/test_elastic_dataloader.py	312	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	python/python/tests/test_elastic_dataloader.py	314	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	python/python/tests/test_elastic_dataloader.py	404	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	python/python/tests/test_elastic_dataloader.py	406	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	python/python/tests/test_elastic_dataloader.py	660	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	python/python/tests/test_elastic_dataloader.py	662	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	python/python/tests/test_elastic_dataloader.py	1178	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	python/python/tests/test_elastic_dataloader.py	1180	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	python/python/tests/test_elastic_dataloader.py	1227	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	python/python/tests/test_elastic_dataloader.py	1229	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/tests/test_elastic_dataloader.py	45	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/tests/test_elastic_dataloader.py	47	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/tests/test_elastic_dataloader.py	90	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/tests/test_elastic_dataloader.py	92	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/tests/test_elastic_dataloader.py	112	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/tests/test_elastic_dataloader.py	114	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/tests/test_elastic_dataloader.py	791	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/tests/test_elastic_dataloader.py	793	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/tests/test_elastic_dataloader.py	915	# ── Multi-worker correctness ──────────────────────────────────────────────────	COMMENT
MEDIUM	python/python/tests/test_elastic_dataloader.py	963	# ── Elastic determinism with num_workers ─────────────────────────────────────	COMMENT
MEDIUM	python/python/tests/test_elastic_dataloader.py	1003	# ── Resumability with num_workers ─────────────────────────────────────────────	COMMENT
MEDIUM	python/python/tests/test_elastic_dataloader.py	1124	# ── worker_info_override warning behaviour ────────────────────────────────────	COMMENT
MEDIUM	python/python/tests/test_elastic_dataloader.py	1491	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/tests/test_elastic_dataloader.py	1494	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/lancedb/streaming.py	302	# ── Stage 1 helpers ───────────────────────────────────────────────────	COMMENT
MEDIUM	python/python/lancedb/streaming.py	331	# ── Stage 2 helpers ───────────────────────────────────────────────────	COMMENT
MEDIUM	python/python/lancedb/streaming.py	353	# ── Combined advance ──────────────────────────────────────────────────	COMMENT
MEDIUM	python/python/lancedb/streaming.py	383	# ── Main loop ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	python/python/lancedb/expr.py	91	# ── comparisons ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	python/python/lancedb/expr.py	117	# ── logical ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	python/python/lancedb/expr.py	139	# ── arithmetic ───────────────────────────────────────────────────────────	COMMENT
21 more matches not shown…

Over-Commented Block228 hits · 211 pts

Severity	File	Line	Snippet	Context
LOW	RUST_THIRD_PARTY_LICENSES.html	12161	// MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL THE AUTHORS BE LIABLE FOR	COMMENT
LOW	deny.toml	21	[output]	COMMENT
LOW	deny.toml	41	# https://rustsec.org/advisories/RUSTSEC-2023-0071	COMMENT
LOW	deny.toml	61	# backoff: unmaintained. Reached only via async-openai. Replacement	COMMENT
LOW	deny.toml	81	# rustls-webpki 0.101.7: reachable panic in CRL parsing. Same legacy	COMMENT
LOW	deny.toml	141	# CDDL-1.0 (copyleft) is pulled in only as a dev/profiling dependency via	COMMENT
LOW	deny.toml	161	# workspace like this one, duplicates are common and often unavoidable	COMMENT
LOW	nodejs/RUST_THIRD_PARTY_LICENSES.html	11521	// ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF	COMMENT
LOW	nodejs/license_header.txt	1	// SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	nodejs/src/remote.rs	1	// SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	nodejs/src/remote.rs	21	/// `LANCE_CLIENT_CONNECT_TIMEOUT`, as an integer number of seconds.	COMMENT
LOW	nodejs/src/remote.rs	41	/// The maximum number of retries for connection errors. Default is 3. You	COMMENT
LOW	nodejs/src/remote.rs	61	///	COMMENT
LOW	nodejs/src/remote.rs	141	}	COMMENT
LOW	nodejs/src/lib.rs	21	mod session;	COMMENT
LOW	nodejs/src/lib.rs	41	pub read_consistency_interval: Option<f64>,	COMMENT
LOW	nodejs/src/lib.rs	81	#[napi(object)]	COMMENT
LOW	nodejs/src/otel.rs	1	// SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	nodejs/src/table.rs	621	/// be more columns to represent composite indices.	COMMENT
LOW	nodejs/src/table.rs	641	/// `undefined` for remote tables.	COMMENT
LOW	nodejs/src/table.rs	681	}	COMMENT
LOW	nodejs/src/table.rs	781		COMMENT
LOW	nodejs/src/table.rs	861	/// If it is a top-level column then it is just the name of the column. If it is	COMMENT
LOW	nodejs/src/scannable.rs	1	// SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	nodejs/src/scannable.rs	41	///	COMMENT
LOW	nodejs/src/scannable.rs	61	/// Construct a new `NapiScannable`.	COMMENT
LOW	python/RUST_THIRD_PARTY_LICENSES.html	11861	<ul class="license-used-by">	COMMENT
LOW	python/RUST_THIRD_PARTY_LICENSES.html	11881	<h4>Used by:</h4>	COMMENT
LOW	python/license_header.txt	1	# SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	python/python/tests/test_pydantic.py	41		COMMENT
LOW	python/python/tests/test_fts.py	1	# SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	python/python/tests/test_io.py	1	# SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	python/python/tests/docs/test_basic.py	201	await tbl.create_index("vector")	COMMENT
LOW	python/python/tests/docs/test_python.py	1	# SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	python/python/tests/docs/test_guide_tables.py	1	# SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	python/python/tests/docs/test_guide_tables.py	281	# 0 1 [1.0, 2.0]	COMMENT
LOW	python/python/lancedb/query.py	741		COMMENT
LOW	python/python/lancedb/dependencies.py	1	# SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	python/python/lancedb/integrations/__init__.py	1	# SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	python/src/session.rs	21	fn default() -> Self {	COMMENT
LOW	python/src/session.rs	61	}	COMMENT
LOW	python/src/session.rs	81	/// -------	COMMENT
LOW	python/src/runtime.rs	1	// SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	python/src/otel.rs	1	// SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	python/src/expr.rs	141	Ok(format!("PyExpr({})", sql))	COMMENT
LOW	python/src/table.rs	41	#[pyclass(get_all, from_py_object)]	COMMENT
LOW	ci/sysroot-x86_64-pc-windows-msvc.sh	1	#!/bin/sh	COMMENT
LOW	ci/sysroot-aarch64-pc-windows-msvc.sh	1	#!/bin/sh	COMMENT
LOW	rust/license_header.txt	1	// SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	rust/lancedb/examples/bench_streaming_dataloader.rs	1	// SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	rust/lancedb/src/database.rs	1	// SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	rust/lancedb/src/database.rs	41	/// A request to list names of tables in the database (deprecated, use ListTablesRequest)	COMMENT
LOW	rust/lancedb/src/database.rs	261	async fn drop_all_tables(&self, namespace_path: &[String]) -> Result<()>;	COMMENT
LOW	rust/lancedb/src/error.rs	41	#[snafu(display("Timeout error: {message}"))]	COMMENT
LOW	rust/lancedb/src/lib.rs	1	// SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	rust/lancedb/src/lib.rs	21	//!	COMMENT
LOW	rust/lancedb/src/lib.rs	41	//!	COMMENT
LOW	rust/lancedb/src/lib.rs	61	//! # tokio::runtime::Runtime::new().unwrap().block_on(async {	COMMENT
LOW	rust/lancedb/src/lib.rs	81	//! To create a Table, you need to provide an [`arrow_array::RecordBatch`]. The	COMMENT
LOW	rust/lancedb/src/lib.rs	101	//! true,	COMMENT
168 more matches not shown…

Self-Referential Comments44 hits · 131 pts

Severity	File	Line	Snippet	Context
MEDIUM	python/python/tests/test_db.py	1058	# Create a tag for the current version	COMMENT
MEDIUM	python/python/tests/test_db.py	1127	# Create a table through the main db connection	COMMENT
MEDIUM	python/python/tests/test_table.py	2863	# Create a LanceDB table schema with a vector and a text column	COMMENT
MEDIUM	python/python/tests/test_table.py	2876	# Create a list of 10 unique english phrases	COMMENT
MEDIUM	python/python/tests/test_table.py	2893	# Create a fts index	COMMENT
MEDIUM	python/python/tests/test_embeddings.py	151	# Create a mock arrow table with the metadata	COMMENT
MEDIUM	python/python/tests/test_embeddings.py	572	# Create a mock that raises an AuthenticationError	COMMENT
MEDIUM⚡	python/python/tests/test_namespace.py	207	# Create a child namespace first	COMMENT
MEDIUM⚡	python/python/tests/test_namespace.py	210	# Create a table with schema in child namespace	COMMENT
MEDIUM	python/python/tests/test_namespace.py	145	# Create a child namespace first	COMMENT
MEDIUM	python/python/tests/test_namespace.py	235	# Create a child namespace first	COMMENT
MEDIUM	python/python/tests/test_namespace.py	275	# Create a child namespace first	COMMENT
MEDIUM	python/python/tests/test_namespace.py	309	# Create a child namespace first	COMMENT
MEDIUM	python/python/tests/test_namespace.py	312	# Create a table in child namespace	COMMENT
MEDIUM	python/python/tests/test_namespace.py	334	# Create a child namespace first	COMMENT
MEDIUM	python/python/tests/test_namespace.py	365	# Create a child namespace first	COMMENT
MEDIUM	python/python/tests/test_namespace.py	368	# Create a table with schema in child namespace	COMMENT
MEDIUM	python/python/tests/test_namespace.py	431	# Create a namespace	COMMENT
MEDIUM	python/python/tests/test_namespace.py	663	# Create a child namespace first	COMMENT
MEDIUM	python/python/tests/test_namespace.py	690	# Create a child namespace first	COMMENT
MEDIUM	python/python/tests/test_namespace.py	693	# Create a table with schema in child namespace	COMMENT
MEDIUM	python/python/tests/test_namespace.py	747	# Create a child namespace first	COMMENT
MEDIUM	python/python/tests/test_namespace.py	783	# Create a namespace	COMMENT
MEDIUM	python/python/tests/test_namespace.py	830	# Create a child namespace first	COMMENT
MEDIUM	python/python/tests/test_rerankers.py	33	# Create a LanceDB table schema with a vector and a text column	COMMENT
MEDIUM	python/python/tests/test_rerankers.py	98	# Create a fts index	COMMENT
MEDIUM	python/python/tests/test_remote_db.py	1379	# Create a static header provider	COMMENT
MEDIUM	python/python/tests/test_query.py	192	# Create the Arrow table	COMMENT
MEDIUM	python/python/tests/test_query.py	220	# Create the Arrow table	COMMENT
MEDIUM	python/python/tests/test_permutation.py	236	# Create a permutation with shuffling (no seed)	COMMENT
MEDIUM	python/python/tests/test_permutation.py	275	# Create a permutation with shuffling using clumps	COMMENT
MEDIUM	python/python/tests/test_permutation.py	851	# Create a table and filter it to be empty	COMMENT
MEDIUM	python/python/tests/test_s3.py	118	# Create a table with SSE	COMMENT
MEDIUM	python/python/tests/docs/test_search.py	440	# Create a fts index before the hybrid search	COMMENT
MEDIUM	python/python/tests/docs/test_search.py	489	# Create a fts index before the hybrid search	COMMENT
MEDIUM	python/python/tests/docs/test_guide_tables.py	301	# Create a table from a pandas DataFrame	COMMENT
MEDIUM	python/python/tests/docs/test_guide_tables.py	573	# Create a table from a pandas DataFrame	COMMENT
MEDIUM	python/python/lancedb/permutation.py	266	>>> # Create a permutation	STRING
MEDIUM	python/python/lancedb/table.py	5124	# This function is likely to block, since it either calls an expensive	COMMENT
MEDIUM	python/python/lancedb/table.py	5307	# This method is used by the sync table	COMMENT
MEDIUM	python/python/lancedb/table.py	5312	# This method is used by the sync table	COMMENT
MEDIUM	python/python/lancedb/namespace.py	1434	>>> # This function is sync, but returns an async connection	STRING
MEDIUM	python/python/lancedb/dependencies.py	6	# The following code is originally from https://github.com/pola-rs/polars/blob/ea4389c31b0e87ddf20a85e4c3797b285966edb6/	COMMENT
MEDIUM	rust/lancedb/src/lib.rs	79	//! #### Create a table	COMMENT

Unused Imports92 hits · 86 pts

Severity	File	Line	Context
LOW	python/python/tests/test_table.py	20	CODE
LOW	python/python/tests/test_rerankers.py	12	CODE
LOW	python/python/lancedb/_blob.py	6	CODE
LOW	python/python/lancedb/db.py	5	CODE
LOW	python/python/lancedb/merge.py	5	CODE
LOW	python/python/lancedb/query.py	4	CODE
LOW	python/python/lancedb/query.py	63	CODE
LOW	python/python/lancedb/query.py	74	CODE
LOW	python/python/lancedb/index.py	7	CODE
LOW	python/python/lancedb/__init__.py	19	CODE
LOW	python/python/lancedb/__init__.py	19	CODE
LOW	python/python/lancedb/__init__.py	19	CODE
LOW	python/python/lancedb/__init__.py	19	CODE
LOW	python/python/lancedb/__init__.py	20	CODE
LOW	python/python/lancedb/__init__.py	20	CODE
LOW	python/python/lancedb/__init__.py	20	CODE
LOW	python/python/lancedb/__init__.py	21	CODE
LOW	python/python/lancedb/__init__.py	21	CODE
LOW	python/python/lancedb/__init__.py	23	CODE
LOW	python/python/lancedb/__init__.py	23	CODE
LOW	python/python/lancedb/__init__.py	23	CODE
LOW	python/python/lancedb/types.py	4	CODE
LOW	python/python/lancedb/pydantic.py	6	CODE
LOW	python/python/lancedb/context.py	5	CODE
LOW	python/python/lancedb/common.py	10	CODE
LOW	python/python/lancedb/permutation.py	18	CODE
LOW	python/python/lancedb/permutation.py	18	CODE
LOW	python/python/lancedb/table.py	4	CODE
LOW	python/python/lancedb/table.py	32	CODE
LOW	python/python/lancedb/table.py	51	CODE
LOW	python/python/lancedb/table.py	164	CODE
LOW	python/python/lancedb/table.py	164	CODE
LOW	python/python/lancedb/table.py	181	CODE
LOW	python/python/lancedb/table.py	182	CODE
LOW	python/python/lancedb/namespace.py	11	CODE
LOW	python/python/lancedb/otel.py	18	CODE
LOW	python/python/lancedb/otel.py	30	CODE
LOW	python/python/lancedb/dependencies.py	16	CODE
LOW	python/python/lancedb/expr.py	20	CODE
LOW	python/python/lancedb/expr.py	24	CODE
LOW	python/python/lancedb/embeddings/siglip.py	22	CODE
LOW	python/python/lancedb/embeddings/__init__.py	6	CODE
LOW	python/python/lancedb/embeddings/__init__.py	6	CODE
LOW	python/python/lancedb/embeddings/__init__.py	6	CODE
LOW	python/python/lancedb/embeddings/__init__.py	7	CODE
LOW	python/python/lancedb/embeddings/__init__.py	8	CODE
LOW	python/python/lancedb/embeddings/__init__.py	9	CODE
LOW	python/python/lancedb/embeddings/__init__.py	10	CODE
LOW	python/python/lancedb/embeddings/__init__.py	11	CODE
LOW	python/python/lancedb/embeddings/__init__.py	12	CODE
LOW	python/python/lancedb/embeddings/__init__.py	13	CODE
LOW	python/python/lancedb/embeddings/__init__.py	14	CODE
LOW	python/python/lancedb/embeddings/__init__.py	14	CODE
LOW	python/python/lancedb/embeddings/__init__.py	14	CODE
LOW	python/python/lancedb/embeddings/__init__.py	15	CODE
LOW	python/python/lancedb/embeddings/__init__.py	16	CODE
LOW	python/python/lancedb/embeddings/__init__.py	17	CODE
LOW	python/python/lancedb/embeddings/__init__.py	17	CODE
LOW	python/python/lancedb/embeddings/__init__.py	18	CODE
LOW	python/python/lancedb/embeddings/__init__.py	19	CODE
32 more matches not shown…

Cross-File Repetition16 hits · 80 pts

Severity	File	Snippet	Context
HIGH	python/python/lancedb/db.py	create a new namespace. parameters ---------- namespace_path : list[str] the namespace path to create. mode : str, optio	STRING
HIGH	python/python/lancedb/remote/db.py	create a new namespace. parameters ---------- namespace_path : list[str] the namespace path to create. mode : str, optio	STRING
HIGH	python/python/lancedb/namespace.py	create a new namespace. parameters ---------- namespace_path : list[str] the namespace path to create. mode : str, optio	STRING
HIGH	python/python/lancedb/db.py	describe a namespace. parameters ---------- namespace_path : list[str] the namespace identifier to describe. returns ---	STRING
HIGH	python/python/lancedb/remote/db.py	describe a namespace. parameters ---------- namespace_path : list[str] the namespace identifier to describe. returns ---	STRING
HIGH	python/python/lancedb/namespace.py	describe a namespace. parameters ---------- namespace_path : list[str] the namespace identifier to describe. returns ---	STRING
HIGH	python/python/lancedb/db.py	list all tables in this database with pagination support. parameters ---------- namespace_path : list[str], optional the	STRING
HIGH	python/python/lancedb/remote/db.py	list all tables in this database with pagination support. parameters ---------- namespace_path : list[str], optional the	STRING
HIGH	python/python/lancedb/namespace.py	list all tables in this database with pagination support. parameters ---------- namespace_path : list[str], optional the	STRING
HIGH	python/python/lancedb/embeddings/gemini_text.py	get the embeddings for the given texts. parameters ---------- texts: list[str] or np.ndarray (of str) the texts to embed	STRING
HIGH	python/python/lancedb/embeddings/jinaai.py	get the embeddings for the given texts. parameters ---------- texts: list[str] or np.ndarray (of str) the texts to embed	STRING
HIGH	python/python/lancedb/embeddings/openai.py	get the embeddings for the given texts. parameters ---------- texts: list[str] or np.ndarray (of str) the texts to embed	STRING
HIGH	…hon/python/lancedb/embeddings/sentence_transformers.py	get the embeddings for the given texts. parameters ---------- texts: list[str] or np.ndarray (of str) the texts to embed	STRING
HIGH	python/python/lancedb/embeddings/cohere.py	get the embeddings for the given texts. parameters ---------- texts: list[str] or np.ndarray (of str) the texts to embed	STRING
HIGH	python/python/lancedb/embeddings/ollama.py	get the embeddings for the given texts. parameters ---------- texts: list[str] or np.ndarray (of str) the texts to embed	STRING
HIGH	python/python/lancedb/embeddings/gte.py	get the embeddings for the given texts. parameters ---------- texts: list[str] or np.ndarray (of str) the texts to embed	STRING

Deep Nesting56 hits · 46 pts

Severity	File	Line	Context
LOW	python/python/tests/test_namespace_integration.py	197	CODE
LOW	python/python/tests/test_torch.py	60	CODE
LOW	python/python/tests/test_torch.py	420	CODE
LOW	python/python/tests/test_embeddings_slow.py	190	CODE
LOW	python/python/tests/test_embeddings_slow.py	204	CODE
LOW	python/python/tests/test_remote_db.py	384	CODE
LOW	python/python/tests/test_remote_db.py	596	CODE
LOW	python/python/tests/test_remote_db.py	842	CODE
LOW	python/python/tests/test_remote_db.py	389	CODE
LOW	python/python/tests/test_remote_db.py	600	CODE
LOW	python/python/tests/test_remote_db.py	843	CODE
LOW	python/python/tests/test_elastic_dataloader.py	145	CODE
LOW	python/python/tests/test_elastic_dataloader.py	258	CODE
LOW	python/python/tests/test_elastic_dataloader.py	1006	CODE
LOW	python/python/tests/test_elastic_dataloader.py	1064	CODE
LOW	python/python/lancedb/_blob.py	282	CODE
LOW	python/python/lancedb/db.py	606	CODE
LOW	python/python/lancedb/query.py	920	CODE
LOW	python/python/lancedb/query.py	992	CODE
LOW	python/python/lancedb/query.py	2723	CODE
LOW	python/python/lancedb/query.py	2874	CODE
LOW	python/python/lancedb/pydantic.py	254	CODE
LOW	python/python/lancedb/pydantic.py	312	CODE
LOW	python/python/lancedb/pydantic.py	385	CODE
LOW	python/python/lancedb/common.py	62	CODE
LOW	python/python/lancedb/permutation.py	940	CODE
LOW	python/python/lancedb/table.py	214	CODE
LOW	python/python/lancedb/table.py	426	CODE
LOW	python/python/lancedb/table.py	603	CODE
LOW	python/python/lancedb/table.py	4016	CODE
LOW	python/python/lancedb/table.py	4172	CODE
LOW	python/python/lancedb/table.py	633	CODE
LOW	python/python/lancedb/table.py	2747	CODE
LOW	python/python/lancedb/table.py	5025	CODE
LOW	python/python/lancedb/table.py	5225	CODE
LOW	python/python/lancedb/namespace.py	303	CODE
LOW	python/python/lancedb/streaming.py	256	CODE
LOW	python/python/lancedb/streaming.py	362	CODE
LOW	python/python/lancedb/otel.py	35	CODE
LOW	python/python/lancedb/schema.py	95	CODE
LOW	python/python/lancedb/schema.py	98	CODE
LOW	python/python/lancedb/embeddings/siglip.py	137	CODE
LOW	python/python/lancedb/embeddings/colpali.py	121	CODE
LOW	python/python/lancedb/embeddings/colpali.py	275	CODE
LOW	python/python/lancedb/embeddings/voyageai.py	66	CODE
LOW	python/python/lancedb/embeddings/voyageai.py	118	CODE
LOW	python/python/lancedb/embeddings/jinaai.py	64	CODE
LOW	python/python/lancedb/embeddings/jinaai.py	86	CODE
LOW	python/python/lancedb/embeddings/cohere.py	87	CODE
LOW	python/python/lancedb/embeddings/base.py	47	CODE
LOW	python/python/lancedb/embeddings/open_clip.py	147	CODE
LOW	python/python/lancedb/rerankers/mrr.py	63	CODE
LOW	python/python/lancedb/remote/table.py	389	CODE
LOW	python/benchmarks/bench_streaming_dataloader.py	90	CODE
LOW	ci/set_lance_version.py	76	CODE
LOW	ci/set_lance_version.py	110	CODE

Excessive Try-Catch Wrapping27 hits · 32 pts

Severity	File	Line	Snippet	Context
LOW	python/python/tests/test_namespace_integration.py	207	except Exception:	CODE
LOW⚡	python/python/tests/test_fts.py	493	except Exception:	CODE
LOW⚡	python/python/tests/test_fts.py	500	except Exception:	CODE
LOW	python/python/tests/test_fts.py	356	except Exception:	CODE
LOW	python/python/tests/test_fts.py	387	except Exception:	CODE
LOW	python/python/tests/test_fts.py	422	except Exception:	CODE
LOW	python/python/tests/test_fts.py	429	except Exception:	CODE
LOW	python/python/tests/test_embeddings.py	500	except Exception as e:	CODE
LOW⚡	python/python/tests/test_embeddings_slow.py	25	except Exception:	CODE
LOW⚡	python/python/tests/test_embeddings_slow.py	33	except Exception:	CODE
LOW	python/python/tests/test_embeddings_slow.py	216	except Exception as e: # noqa: PERF203	CODE
LOW	python/python/tests/test_embeddings_slow.py	354	except Exception:	CODE
MEDIUM	python/python/tests/test_embeddings_slow.py	347	def aws_setup():	CODE
LOW	python/python/tests/test_remote_db.py	1588	except Exception as e:	CODE
LOW	python/python/lancedb/query.py	1037	except Exception as err:	CODE
LOW	python/python/lancedb/query.py	2933	except Exception as err:	CODE
LOW	python/python/lancedb/util.py	315	except Exception as e:	CODE
LOW	python/python/lancedb/embeddings/colpali.py	298	except Exception as e:	CODE
LOW	python/python/lancedb/embeddings/voyageai.py	47	except Exception:	CODE
MEDIUM	python/python/lancedb/embeddings/voyageai.py	43	def is_valid_url(text):	CODE
LOW	python/python/lancedb/embeddings/jinaai.py	30	except Exception:	CODE
MEDIUM	python/python/lancedb/embeddings/jinaai.py	26	def is_valid_url(text):	CODE
LOW	python/python/lancedb/embeddings/openai.py	119	except Exception:	CODE
LOW	python/python/lancedb/embeddings/utils.py	63	except Exception:	CODE
LOW	python/python/lancedb/embeddings/utils.py	272	except Exception as e: # noqa: PERF203	CODE
LOW	python/python/lancedb/embeddings/bedrock.py	170	except Exception as e:	CODE
LOW	ci/set_lance_version.py	241	except Exception as e:	CODE

AI Structural Patterns32 hits · 28 pts

Severity	File	Line	Context
LOW	python/python/lancedb/db.py	236	CODE
LOW	python/python/lancedb/db.py	886	CODE
LOW	python/python/lancedb/db.py	1432	CODE
LOW	python/python/lancedb/db.py	1660	CODE
LOW	python/python/lancedb/__init__.py	64	CODE
LOW	python/python/lancedb/__init__.py	339	CODE
LOW	python/python/lancedb/table.py	888	CODE
LOW	python/python/lancedb/table.py	910	CODE
LOW	python/python/lancedb/table.py	1086	CODE
LOW	python/python/lancedb/table.py	2036	CODE
LOW	python/python/lancedb/table.py	2508	CODE
LOW	python/python/lancedb/table.py	2532	CODE
LOW	python/python/lancedb/table.py	2973	CODE
LOW	python/python/lancedb/table.py	3392	CODE
LOW	python/python/lancedb/namespace.py	392	CODE
LOW	python/python/lancedb/namespace.py	526	CODE
LOW	python/python/lancedb/namespace.py	893	CODE
LOW	python/python/lancedb/namespace.py	1001	CODE
LOW	python/python/lancedb/streaming.py	133	CODE
LOW	python/python/lancedb/embeddings/imagebind.py	62	CODE
LOW	python/python/lancedb/embeddings/instructor.py	124	CODE
LOW	python/python/lancedb/rerankers/watsonx.py	58	CODE
LOW	python/python/lancedb/integrations/pyarrow.py	27	CODE
LOW	python/python/lancedb/integrations/pyarrow.py	112	CODE
LOW	python/python/lancedb/integrations/pyarrow.py	166	CODE
LOW	python/python/lancedb/integrations/pyarrow.py	196	CODE
LOW	python/python/lancedb/integrations/pyarrow.py	210	CODE
LOW	python/python/lancedb/integrations/pyarrow.py	232	CODE
LOW	python/python/lancedb/remote/db.py	492	CODE
LOW	python/python/lancedb/remote/table.py	306	CODE
LOW	python/python/lancedb/remote/table.py	370	CODE
LOW	python/python/lancedb/remote/table.py	389	CODE

Cross-Language Confusion4 hits · 22 pts

Severity	File	Line	Snippet	Context
HIGH	python/python/tests/test_fts.py	687	assert rs.to_arrow().drop("_score").schema.equals(table.schema)	CODE
HIGH	python/python/lancedb/table.py	4075	# pc.not_equal(null, dim) also returns null. Use or_kleene so that	COMMENT
HIGH	python/python/lancedb/table.py	395	if reader.schema.equals(target_schema, check_metadata=True):	CODE
HIGH	python/python/lancedb/table.py	3893	if batch.schema.equals(output_schema, check_metadata=True):	CODE

Structural Annotation Overuse12 hits · 22 pts

Severity	File	Line	Snippet	Context
LOW⚡	rust/lancedb/src/table/dataset.rs	651	// Step 1: within interval — no list	COMMENT
LOW⚡	rust/lancedb/src/table/dataset.rs	656	// Step 2: still within interval — no list	COMMENT
LOW⚡	rust/lancedb/src/table/dataset.rs	661	// Step 3: sleep past the 1s boundary	COMMENT
LOW⚡	rust/lancedb/src/table/dataset.rs	664	// Step 4: interval expired — exactly 1 list, timer resets	COMMENT
LOW⚡	rust/lancedb/src/table/dataset.rs	669	// Step 5: 10 more calls — timer just reset, no lists (THIS is the regression test).	COMMENT
LOW	.agents/skills/lancedb-column-metadata/SKILL.md	12	## Step 0: Establish the connection	COMMENT
LOW	.agents/skills/lancedb-column-metadata/SKILL.md	30	## Step 1: Resolve the table identifier	COMMENT
LOW	.agents/skills/lancedb-column-metadata/SKILL.md	38	## Step 2: Describe the table	COMMENT
LOW	.agents/skills/lancedb-column-metadata/SKILL.md	74	## Step 3: Generate metadata	COMMENT
LOW	.agents/skills/lancedb-column-metadata/SKILL.md	108	## Step 4: Write the metadata	COMMENT
LOW	.agents/skills/lancedb-column-metadata/SKILL.md	151	## Step 5: Confirm	COMMENT
LOW	.agents/skills/lancedb-branch-ops/SKILL.md	10	## Step 0: Establish the connection	COMMENT

Modern Structural Boilerplate14 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	python/python/lancedb/index.py	829	__all__ = [	CODE
LOW	python/python/lancedb/__init__.py	456	__all__ = [	CODE
LOW⚡	python/python/lancedb/table.py	3781	def set_unenforced_primary_key(self, columns: Union[str, Iterable[str]]) -> None:	CODE
LOW⚡	python/python/lancedb/table.py	3786	def set_lsm_write_spec(self, spec: "LsmWriteSpec") -> None:	CODE
LOW	python/python/lancedb/table.py	4421	async def set_lsm_write_spec(self, spec: "LsmWriteSpec") -> None:	CODE
LOW	python/python/lancedb/streaming.py	37	logger = logging.getLogger(__name__)	CODE
LOW	python/python/lancedb/dependencies.py	245	__all__ = [	CODE
LOW	python/python/lancedb/expr.py	30	__all__ = ["Expr", "col", "lit", "func"]	CODE
LOW	python/python/lancedb/embeddings/registry.py	160	def set_var(self, name: str, value: str) -> None:	CODE
LOW	python/python/lancedb/rerankers/__init__.py	17	__all__ = [	CODE
LOW	python/python/lancedb/remote/__init__.py	14	__all__ = [	CODE
LOW⚡	python/python/lancedb/remote/table.py	903	def set_unenforced_primary_key(self, columns: Union[str, Iterable[str]]) -> None:	CODE
LOW⚡	python/python/lancedb/remote/table.py	907	def set_lsm_write_spec(self, spec: "LsmWriteSpec") -> None:	CODE
LOW	ci/update_lance_dependency.py	64	def update_java_lance_core_version(repo_root: Path, version: str) -> None:	CODE

Verbosity Indicators5 hits · 11 pts

Severity	File	Line	Snippet	Context
LOW⚡	rust/lancedb/src/table/dataset.rs	651	// Step 1: within interval — no list	COMMENT
LOW⚡	rust/lancedb/src/table/dataset.rs	656	// Step 2: still within interval — no list	COMMENT
LOW⚡	rust/lancedb/src/table/dataset.rs	661	// Step 3: sleep past the 1s boundary	COMMENT
LOW⚡	rust/lancedb/src/table/dataset.rs	664	// Step 4: interval expired — exactly 1 list, timer resets	COMMENT
LOW⚡	rust/lancedb/src/table/dataset.rs	669	// Step 5: 10 more calls — timer just reset, no lists (THIS is the regression test).	COMMENT

Redundant / Tautological Comments7 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	python/python/lancedb/__init__.py	50	# Check if region is provided in storage_options	COMMENT
LOW	python/python/lancedb/table.py	2669	# Check if config has accelerator set and dispatch to pylance	COMMENT
LOW	python/python/lancedb/table.py	5251	# Set both to the minimum first to avoid min > max error.	COMMENT
LOW	python/python/lancedb/embeddings/voyageai.py	391	# Check if adding this text would exceed limits	COMMENT
LOW	python/python/lancedb/embeddings/openai.py	51	# Set true to use Azure OpenAI API	COMMENT
LOW	ci/set_lance_version.py	123	# Check if this is a single-line or multi-line entry	COMMENT
LOW	.github/actions/create-failure-issue/action.yml	23	# Check if any job failed	COMMENT

AI Slop Vocabulary3 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	RUST_THIRD_PARTY_LICENSES.html	8702	<li><a href=" https://github.com/georust/robust ">robust 1.2.0</a></li>	CODE
MEDIUM	nodejs/RUST_THIRD_PARTY_LICENSES.html	8265	<li><a href=" https://github.com/georust/robust ">robust 1.2.0</a></li>	CODE
MEDIUM	python/RUST_THIRD_PARTY_LICENSES.html	8695	<li><a href=" https://github.com/georust/robust ">robust 1.2.0</a></li>	CODE

Modern AI Meta-Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	python/python/lancedb/embeddings/gte_mlx_model.py	137	# get converted embedding model	COMMENT

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings