3.4

Adjusted Signal

3.4

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

7.2K

Stars

Rust

Language

1.3M

Lines of Code

1.9K

Files

4.2K

Pattern Hits

2026-10-31

Scan Date

0.03

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 12.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 3823 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.3/100 · LOW

Are imports declared and package/API names verified? 169 finding(s).

Agent Over-Engineering Ratio 5.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1391 finding(s).

PR Review Velocity Impact 16.6/100 · LOW

Which changes need focused human review? 4167 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 8HIGH 54MEDIUM 178LOW 3927

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 4167 distinct pattern matches across 22 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Over-Commented Block2229 hits · 2107 pts

Severity	File	Line	Snippet	Context
LOW	deny.toml	1	# This template contains all of the possible sections and their default values	COMMENT
LOW	deny.toml	21	# `target_family = "unix"` configuration, that only having windows targets in	COMMENT
LOW	deny.toml	41	# executed, this field can be used to prune crates from the graph, removing them	COMMENT
LOW	deny.toml	61	# When outputting inclusion graphs in diagnostics that include features, this	COMMENT
LOW	deny.toml	81	# Use expires about a week out for a fix that cannot land yet, such as one	COMMENT
LOW	deny.toml	141		COMMENT
LOW	deny.toml	161	# If true, ignores workspace crates that aren't published, or are only	COMMENT
LOW	deny.toml	181	# Lint level for when multiple versions of the same crate are detected	COMMENT
LOW	deny.toml	201	#"ansi_term@0.11.0",	COMMENT
LOW	deny.toml	221	#allow = [	COMMENT
LOW	deny.toml	241	# Similarly to `skip` allows you to skip certain crates during duplicate	COMMENT
LOW	protos/license_header.txt	1	// SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	python/license_header.txt	1	# SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	python/python/tests/test_optimize.py	401	# This test creates a dataset with a manifest containing fragments	COMMENT
LOW	python/python/tests/test_dataset.py	4121	def test_merge_insert_large_rows():	COMMENT
LOW	python/python/tests/test_dataset.py	5121	#	COMMENT
LOW	python/python/tests/test_vector_index.py	2781		COMMENT
LOW	python/python/tests/test_namespace_rest.py	401		COMMENT
LOW	python/python/tests/compat/__init__.py	1	# SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	python/python/tests/compat/test_scalar_indices.py	81	# storing row addresses and bumped its on-disk format version (see	COMMENT
LOW	python/python/lance/pydantic.py	1	# SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	python/python/lance/sampler.py	501	# is to pull the whole thing in memory and run fisher-yates. We	COMMENT
LOW	python/python/lance/_arrow/__init__.py	1	# SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	python/python/ci_benchmarks/__init__.py	1	# SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	…hon/python/ci_benchmarks/benchmarks/test_fts_search.py	1	# SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	python/python/ci_benchmarks/datagen/__init__.py	1	# SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	python/src/arrow.rs	1	// Copyright 2023 Lance Developers.	COMMENT
LOW	python/src/session.rs	21	/// Parameters	COMMENT
LOW	python/src/transaction.rs	281	// Resolve `offsets` into a dense (one coverage shared by every field) or	COMMENT
LOW	python/src/error.rs	1	// Copyright 2024 Lance Developers.	COMMENT
LOW	python/src/lib.rs	1	// Copyright 2023 Lance Developers.	COMMENT
LOW	python/src/lib.rs	381	/// Returns:	COMMENT
LOW	python/src/fts.rs	161	/// The position used by full-text query matching.	COMMENT
LOW	python/src/scanner.rs	1	// Licensed to the Apache Software Foundation (ASF) under one	COMMENT
LOW	python/src/tracing.rs	1	// Licensed to the Apache Software Foundation (ASF) under one	COMMENT
LOW	python/src/blob.rs	241	/// Append a reference to an existing immutable, table-managed blob object.	COMMENT
LOW	python/src/blob.rs	381	/// ----------	COMMENT
LOW	python/src/blob.rs	421	pub fn finish(&mut self) -> PyResult<Vec<PyBlobDescriptor>> {	COMMENT
LOW	python/src/blob.rs	441	/// pyarrow.StructArray	COMMENT
LOW	python/src/blob.rs	541	let values = rt().block_on(None, writer.finish())?.infer_error()?;	COMMENT
LOW	python/src/otel.rs	1	// SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	python/src/otel.rs	21	//! OpenTelemetry collects on its own schedule and invokes observable-instrument	COMMENT
LOW	python/src/object_store.rs	1	// SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	python/src/object_store.rs	21	//! against the built-in memory provider proves the registration + dispatch	COMMENT
LOW	python/src/object_store.rs	101	/// `PyProviderBridge` below is not involved. This is how an out-of-tree Rust	COMMENT
LOW	python/src/object_store.rs	141	}	COMMENT
LOW	python/src/executor.rs	1	// Copyright 2023 Lance Developers.	COMMENT
LOW	python/src/bitmap.rs	41	/// Implements the `collections.abc.MutableSet` interface — set algebra,	COMMENT
LOW	python/src/namespace.rs	121	#[pyclass(name = "PyDirectoryNamespace", module = "lance.lance")]	COMMENT
LOW	python/src/namespace.rs	821	}	COMMENT
LOW	python/src/namespace.rs	841	/// "extra" and sends the field back as an explicit `null` on the wire --	COMMENT
LOW	python/src/namespace.rs	1561	/// Retrieve operation metrics as a dictionary.	COMMENT
LOW	python/src/indices.rs	301	}	COMMENT
LOW	python/src/indices.rs	321	/// model = indices.build_rq_model(dimension=128, num_bits=5)	COMMENT
LOW	python/src/indices.rs	641	/// The UUID of the index segment	COMMENT
LOW	python/src/reader.rs	1	// Licensed to the Apache Software Foundation (ASF) under one	COMMENT
LOW	python/src/dataset.rs	3901		COMMENT
LOW	python/src/dataset.rs	4141	/// hashes in the combined partition, filters by threshold, and clusters the	COMMENT
LOW	python/src/dataset.rs	4201	.map_err(\|err\| PyValueError::new_err(err.to_string()))?;	COMMENT
LOW	python/src/dataset.rs	4261	///	COMMENT
2169 more matches not shown…

Hyper-Verbose Identifiers1183 hits · 899 pts

Severity	File	Line	Snippet	Context
LOW	python/python/tests/test_table_ops.py	33	def test_index_after_replacement(tmp_path: str):	CODE
LOW	python/python/tests/test_table_ops.py	70	def test_replacement_after_index(tmp_path: str):	CODE
LOW	python/python/tests/test_table_ops.py	111	def test_data_file_create_basic(tmp_path: str):	CODE
LOW	python/python/tests/test_table_ops.py	134	def test_data_file_create_subset_columns(tmp_path: str):	CODE
LOW	python/python/tests/test_table_ops.py	158	def test_data_file_create_end_to_end(tmp_path: str):	CODE
LOW	python/python/tests/test_table_ops.py	188	def test_data_file_create_unknown_column(tmp_path: str):	CODE
LOW	python/python/tests/test_table_ops.py	203	def test_commit_conflict_raises_typed_error(tmp_path: str):	CODE
LOW	python/python/tests/test_table_ops.py	238	def test_incompatible_transaction_raises_non_retryable(tmp_path: str):	CODE
LOW⚡	python/python/tests/test_coerce_query_vector.py	16	def test_string_raises_typeerror(self):	CODE
LOW⚡	python/python/tests/test_coerce_query_vector.py	20	def test_integer_raises_typeerror(self):	CODE
LOW⚡	python/python/tests/test_coerce_query_vector.py	26	def test_object_raises_typeerror(self):	CODE
LOW	python/python/tests/test_coerce_query_vector.py	37	def test_none_raises_typeerror(self):	CODE
LOW	python/python/tests/test_coerce_query_vector.py	67	def test_pa_int_array_cast_to_float(self):	CODE
LOW	python/python/tests/test_row_addr_prefilter.py	59	def test_serialize_row_addrs_round_trips_through_a_scan(tmp_path: Path) -> None:	CODE
LOW	python/python/tests/test_row_addr_prefilter.py	70	def test_allowlist_and_blocklist_combine(tmp_path: Path) -> None:	CODE
LOW⚡	python/python/tests/test_row_addr_prefilter.py	89	def test_no_mask_reads_everything(tmp_path: Path) -> None:	CODE
LOW⚡	python/python/tests/test_row_addr_prefilter.py	96	def test_empty_allowlist_selects_nothing(tmp_path: Path) -> None:	CODE
LOW⚡	python/python/tests/test_row_addr_prefilter.py	102	def test_mask_composes_with_a_filter(tmp_path: Path) -> None:	CODE
LOW	python/python/tests/test_row_addr_prefilter.py	113	def test_builder_setter_matches_the_kwarg(tmp_path: Path) -> None:	CODE
LOW	python/python/tests/test_row_addr_prefilter.py	128	def test_knn_topk_is_computed_over_masked_rows(	CODE
LOW	python/python/tests/test_row_addr_prefilter.py	162	def test_knn_blocklist_excludes_the_nearest(tmp_path: Path) -> None:	CODE
LOW	python/python/tests/test_row_addr_prefilter.py	181	def test_full_text_search_honors_the_mask(tmp_path: Path) -> None:	CODE
LOW	python/python/tests/test_row_addr_prefilter.py	198	def test_rejects_a_malformed_mask(tmp_path: Path) -> None:	CODE
LOW	python/python/tests/test_row_addr_prefilter.py	235	def test_overlay_stale_replay_scan_respects_mask(tmp_path: Path) -> None:	CODE
LOW	python/python/tests/test_row_addr_prefilter.py	275	def test_overlay_stale_replay_ann_respects_mask(tmp_path: Path) -> None:	CODE
LOW	python/python/tests/test_ivf_centroids.py	8	def test_ivf_centroids_exposed(tmp_path):	CODE
LOW	python/python/tests/conftest.py	142	def pytest_collection_modifyitems(config, items):	CODE
LOW	python/python/tests/test_namespace_integration.py	208	def create_tracking_namespace(	CODE
LOW	python/python/tests/test_namespace_integration.py	280	def test_namespace_open_dataset(s3_bucket: str, use_custom: bool):	CODE
LOW	python/python/tests/test_namespace_integration.py	330	def test_namespace_with_refresh(s3_bucket: str, use_custom: bool):	CODE
LOW	python/python/tests/test_namespace_integration.py	385	def test_namespace_append_through_namespace(s3_bucket: str, use_custom: bool):	CODE
LOW	python/python/tests/test_namespace_integration.py	442	def test_namespace_write_create_mode(s3_bucket: str, use_custom: bool):	CODE
LOW	python/python/tests/test_namespace_integration.py	476	def test_namespace_write_append_mode(s3_bucket: str, use_custom: bool):	CODE
LOW	python/python/tests/test_namespace_integration.py	529	def test_namespace_write_overwrite_mode(s3_bucket: str, use_custom: bool):	CODE
LOW	python/python/tests/test_namespace_integration.py	584	def test_namespace_managed_branches(s3_bucket: str, use_custom: bool):	CODE
LOW	python/python/tests/test_namespace_integration.py	665	def test_namespace_distributed_write(s3_bucket: str, use_custom: bool):	CODE
LOW	python/python/tests/test_namespace_integration.py	760	def test_file_writer_with_namespace_client(s3_bucket: str, use_custom: bool):	CODE
LOW	python/python/tests/test_namespace_integration.py	873	def test_file_reader_with_namespace_client(s3_bucket: str, use_custom: bool):	CODE
LOW	python/python/tests/test_namespace_integration.py	979	def test_file_session_with_namespace_client(s3_bucket: str, use_custom: bool):	CODE
LOW	python/python/tests/test_multi_base.py	54	def test_multi_base_create_and_read(self):	CODE
LOW	python/python/tests/test_multi_base.py	85	def test_write_target_all_bases(self):	CODE
LOW	python/python/tests/test_multi_base.py	105	def test_base_scoped_storage_options(self):	CODE
LOW	python/python/tests/test_multi_base.py	139	def test_multi_base_append_mode(self):	CODE
LOW	python/python/tests/test_multi_base.py	177	def test_multi_base_overwrite_mode_inherits_bases(self):	CODE
LOW	python/python/tests/test_multi_base.py	222	def test_multi_base_overwrite_mode_primary_path_default(self):	CODE
LOW	python/python/tests/test_multi_base.py	289	def test_multi_base_append_mode_primary_path_default(self):	CODE
LOW	python/python/tests/test_multi_base.py	357	def test_multi_base_is_dataset_root_flag(self):	CODE
LOW	python/python/tests/test_multi_base.py	402	def test_multi_base_target_by_path_uri(self):	CODE
LOW	python/python/tests/test_multi_base.py	515	def test_fragment_distribution(self):	CODE
LOW	python/python/tests/test_multi_base.py	685	def test_add_bases_persistence(self):	CODE
LOW	python/python/tests/test_multi_base.py	721	def test_add_bases_duplicate_name_error(self):	CODE
LOW	python/python/tests/test_multi_base.py	751	def test_add_bases_multiple_rounds(self):	CODE
LOW	python/python/tests/test_multi_base.py	788	def test_add_bases_empty_list(self):	CODE
LOW	python/python/tests/test_multi_base.py	842	def test_add_bases_verify_base_paths(self):	CODE
LOW	python/python/tests/test_multi_base.py	881	def test_base_paths_results_are_isolated(self, attribute, value):	CODE
LOW	python/python/tests/test_multi_base.py	912	def test_base_paths_uses_current_snapshot(self):	CODE
LOW	python/python/tests/test_multi_base.py	942	def test_add_bases_large_data_distribution(self):	CODE
LOW	python/python/tests/test_multi_base.py	1031	def test_add_bases_with_transaction_properties(self):	CODE
LOW	python/python/tests/test_multi_base.py	1114	def test_write_fragments_with_target_bases(self):	CODE
LOW	python/python/tests/test_multi_base.py	1177	def test_write_fragments_with_base_store_params(self):	CODE
1123 more matches not shown…

Decorative Section Separators98 hits · 358 pts

Severity	File	Line	Snippet	Context
MEDIUM	python/python/tests/test_count_pushdown.py	40	# --------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/tests/test_count_pushdown.py	42	# --------------------------------------------------------------------------	COMMENT
MEDIUM⚡	python/python/tests/test_count_pushdown.py	83	# --------------------------------------------------------------------------	COMMENT
MEDIUM⚡	python/python/tests/test_count_pushdown.py	85	# --------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/tests/test_vector_index.py	3694	# =============================================================================	COMMENT
MEDIUM	python/python/tests/test_vector_index.py	3696	# =============================================================================	COMMENT
MEDIUM⚡	python/python/tests/test_scalar_index.py	4443	# ============================================================================	COMMENT
MEDIUM⚡	python/python/tests/test_scalar_index.py	4445	# ============================================================================	COMMENT
MEDIUM⚡	python/python/tests/test_scalar_index.py	4839	# ============================================================================	COMMENT
MEDIUM⚡	python/python/tests/test_scalar_index.py	4841	# ============================================================================	COMMENT
MEDIUM⚡	python/python/tests/test_scalar_index.py	5002	# ============================================================================	COMMENT
MEDIUM⚡	python/python/tests/test_scalar_index.py	5004	# ============================================================================	COMMENT
MEDIUM⚡	python/python/tests/test_scalar_index.py	5272	# ============================================================================	COMMENT
MEDIUM⚡	python/python/tests/test_scalar_index.py	5274	# ============================================================================	COMMENT
MEDIUM⚡	python/python/tests/test_scalar_index.py	5412	# ============================================================================	COMMENT
MEDIUM⚡	python/python/tests/test_scalar_index.py	5414	# ============================================================================	COMMENT
MEDIUM	python/python/lance/vector.py	793	# =============================================================================	COMMENT
MEDIUM	python/python/lance/vector.py	795	# =============================================================================	COMMENT
MEDIUM⚡	python/python/lance/vector.py	930	# =============================================================================	COMMENT
MEDIUM⚡	python/python/lance/vector.py	932	# =============================================================================	COMMENT
MEDIUM	python/python/lance/mem_wal.py	54	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/lance/mem_wal.py	56	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	python/python/lance/namespace.py	131	# =============================================================================	COMMENT
MEDIUM⚡	python/python/lance/namespace.py	133	# =============================================================================	COMMENT
MEDIUM	…hon/python/ci_benchmarks/benchmarks/test_count_rows.py	36	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…hon/python/ci_benchmarks/benchmarks/test_count_rows.py	38	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…hon/python/ci_benchmarks/benchmarks/test_count_rows.py	52	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…hon/python/ci_benchmarks/benchmarks/test_count_rows.py	54	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…hon/python/ci_benchmarks/benchmarks/test_count_rows.py	68	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…hon/python/ci_benchmarks/benchmarks/test_count_rows.py	70	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…hon/python/ci_benchmarks/benchmarks/test_count_rows.py	90	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…hon/python/ci_benchmarks/benchmarks/test_count_rows.py	92	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…n/python/ci_benchmarks/benchmarks/test_merge_insert.py	495	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…n/python/ci_benchmarks/benchmarks/test_merge_insert.py	497	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…n/python/ci_benchmarks/benchmarks/test_merge_insert.py	617	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…n/python/ci_benchmarks/benchmarks/test_merge_insert.py	619	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…n/python/ci_benchmarks/benchmarks/test_merge_insert.py	668	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…n/python/ci_benchmarks/benchmarks/test_merge_insert.py	670	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…n/python/ci_benchmarks/benchmarks/test_merge_insert.py	85	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…n/python/ci_benchmarks/benchmarks/test_merge_insert.py	87	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…n/python/ci_benchmarks/benchmarks/test_merge_insert.py	164	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…n/python/ci_benchmarks/benchmarks/test_merge_insert.py	166	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…n/python/ci_benchmarks/benchmarks/test_merge_insert.py	231	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…n/python/ci_benchmarks/benchmarks/test_merge_insert.py	233	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…n/python/ci_benchmarks/benchmarks/test_merge_insert.py	308	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…n/python/ci_benchmarks/benchmarks/test_merge_insert.py	310	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…n/python/ci_benchmarks/benchmarks/test_merge_insert.py	386	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…n/python/ci_benchmarks/benchmarks/test_merge_insert.py	388	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…n/python/ci_benchmarks/benchmarks/test_merge_insert.py	729	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…n/python/ci_benchmarks/benchmarks/test_merge_insert.py	731	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/benchmarks/zone_map_seeds.py	66	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/benchmarks/zone_map_seeds.py	68	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/benchmarks/zone_map_seeds.py	101	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/benchmarks/zone_map_seeds.py	103	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/benchmarks/zone_map_seeds.py	157	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/benchmarks/zone_map_seeds.py	159	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/benchmarks/zone_map_seeds.py	186	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/benchmarks/zone_map_seeds.py	188	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/benchmarks/zone_map_seeds.py	302	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	python/python/benchmarks/zone_map_seeds.py	304	# ---------------------------------------------------------------------------	COMMENT
38 more matches not shown…

Self-Referential Comments63 hits · 184 pts

Severity	File	Line	Snippet	Context
MEDIUM	python/python/tests/test_table_ops.py	39	# Create a dataset with columns a and b in separate data files	COMMENT
MEDIUM	python/python/tests/test_table_ops.py	62	# Creating an index on column b should conflict	COMMENT
MEDIUM	python/python/tests/test_table_ops.py	83	# Create an index on column a	COMMENT
MEDIUM	python/python/tests/test_multi_base.py	1321	# Create a new dataset URI (doesn't exist yet)	COMMENT
MEDIUM	python/python/tests/test_optimize.py	1174	# Create a small dataset with multiple fragments	COMMENT
MEDIUM	python/python/tests/test_commit_index.py	57	# Create a new dataset without index	COMMENT
MEDIUM	python/python/tests/test_commit_index.py	71	# Create an Index object	COMMENT
MEDIUM	python/python/tests/test_commit_index.py	177	# Create a new dataset without index	COMMENT
MEDIUM	python/python/tests/test_commit_index.py	196	# Create an Index object with the files field	COMMENT
MEDIUM	python/python/tests/test_commit_index.py	292	# Create a new dataset without index	COMMENT
MEDIUM	python/python/tests/test_namespace_dir.py	397	# Create a table	COMMENT
MEDIUM	python/python/tests/test_namespace_dir.py	432	# Create a table	COMMENT
MEDIUM⚡	python/python/tests/test_dataset.py	7641	# Create a test dataset without properties	COMMENT
MEDIUM⚡	python/python/tests/test_dataset.py	7647	# Create the dataset without properties	COMMENT
MEDIUM	python/python/tests/test_dataset.py	701	# Create a dataset with v1 manifest paths	COMMENT
MEDIUM	python/python/tests/test_dataset.py	3189	# Create a schema with some metadata to regress an issue where the metadata	COMMENT
MEDIUM	python/python/tests/test_dataset.py	4203	# Create a simple test dataset	COMMENT
MEDIUM	python/python/tests/test_dataset.py	4681	# Create a lance dataset with binary fields	COMMENT
MEDIUM	python/python/tests/test_dataset.py	7464	# Create a dataset with large repetitive strings to test cache_repetition_index	COMMENT
MEDIUM	python/python/tests/test_dataset.py	7594	# Create the first version with properties	COMMENT
MEDIUM	python/python/tests/test_dataset.py	7610	# Create a second batch with different properties	COMMENT
MEDIUM	python/python/tests/test_dataset.py	8202	# Create a tag pointing to version 1	COMMENT
MEDIUM	python/python/tests/test_file.py	307	# Create a fixed-size list of float64 with dimension 8	COMMENT
MEDIUM	python/python/tests/test_s3_ddb.py	350	# Create a local file to upload	COMMENT
MEDIUM	python/python/tests/test_json.py	275	# Create a Lance dataset with JSON data	COMMENT
MEDIUM	python/python/tests/test_json.py	775	# Create a dataset without a JSON column	COMMENT
MEDIUM	python/python/tests/test_map_type.py	305	# Create a map with 100 entries	COMMENT
MEDIUM	python/python/tests/test_map_type.py	468	# Create a dataset with multiple columns including Map types	COMMENT
MEDIUM	python/python/tests/test_fragment.py	605	# Create a deletion file	COMMENT
MEDIUM	python/python/tests/test_fragment.py	632	# Create a DeletionFile with base_id	COMMENT
MEDIUM	python/python/tests/test_fragment.py	645	# Create a FragmentMetadata with the deletion file	COMMENT
MEDIUM	python/python/tests/test_vector_index.py	3364	# Create a dataset with nested vector field	COMMENT
MEDIUM	python/python/tests/test_scalar_index.py	3417	# Create a dataset with 5 fragments by writing data in chunks	COMMENT
MEDIUM	python/python/tests/test_scalar_index.py	3761	# Create a test dataframe with 50% null values.	COMMENT
MEDIUM	python/python/tests/test_scalar_index.py	3981	# Creating an index on an empty dataset is (currently) not terribly useful but	COMMENT
MEDIUM	python/python/tests/test_scalar_index.py	5190	# Create a dataset with known content for scoring tests	COMMENT
MEDIUM	python/python/tests/test_scalar_index.py	5456	# Create an Index object using the new dataclass format	COMMENT
MEDIUM	python/python/tests/test_scalar_index.py	5472	# Create the index operation	COMMENT
MEDIUM	python/python/tests/test_scalar_index.py	6351	# Create a simple dataset	COMMENT
MEDIUM	python/python/tests/test_scalar_index.py	6397	# Create a dataset with nested structure	COMMENT
MEDIUM	python/python/tests/test_namespace_rest.py	196	# Create a table	COMMENT
MEDIUM	python/python/tests/test_namespace_rest.py	234	# Create a table	COMMENT
MEDIUM	python/python/lance/namespace.py	245	# Create the provider instance	COMMENT
MEDIUM	python/python/lance/namespace.py	386	# Create the underlying Rust namespace	COMMENT
MEDIUM	python/python/lance/namespace.py	985	# Create the underlying Rust namespace	COMMENT
MEDIUM	python/python/lance/namespace.py	1583	# Create the underlying Rust adapter	COMMENT
MEDIUM	python/python/lance/namespace.py	149	>>> # Define a provider class	STRING
MEDIUM	python/python/lance/dependencies.py	4	# The following code is originally from https://github.com/pola-rs/polars/blob/ea4389c31b0e87ddf20a85e4c3797b285966edb6/	COMMENT
MEDIUM	python/python/lance/torch/async_dataset.py	32	# This class is similar to torch.utils.data.Dataloader	COMMENT
MEDIUM	python/python/benchmarks/test_fixed_size_binary.py	35	# Create a string array directly from the list of strings	COMMENT
MEDIUM	python/python/benchmarks/test_fixed_size_binary.py	38	# Create the table	COMMENT
MEDIUM	ci/create_release_branch.sh	103	# Create the RC tag	COMMENT
MEDIUM	ci/create_release_branch.sh	240	# Create the RC tag	COMMENT
MEDIUM	ci/create_rc.sh	65	# Create the RC tag	COMMENT
MEDIUM	test_data/v0.30.0_pre_created_at/datagen.py	12	# Create a simple dataset with a vector index	COMMENT
MEDIUM	test_data/v0.30.0_pre_created_at/datagen.py	26	# Create a vector index	COMMENT
MEDIUM	test_data/pre_file_sizes/datagen.py	26	# Create a simple dataset with a scalar index	COMMENT
MEDIUM	test_data/pre_file_sizes/datagen.py	37	# Create a scalar index (BTree) using the correct method	COMMENT
MEDIUM	rust/lance/src/lib.rs	19	//! # Create a Dataset	COMMENT
MEDIUM	memtest/python/tests/test_integration.py	17	# Create a small Python script that uses memtest	COMMENT
3 more matches not shown…

Verbosity Indicators112 hits · 173 pts

Severity	File	Line	Snippet	Context
LOW⚡	python/python/tests/test_dataset.py	8286	# Step 3: append more data to branch2 → verify contains branch1 data + new	COMMENT
LOW⚡	python/python/tests/test_dataset.py	8296	# Step 4: validate branches.list() and metadata	COMMENT
LOW	python/python/tests/test_dataset.py	8240	# Step 1: create branch1 from main → append to branch1 → create branch2 from tag	COMMENT
LOW	python/python/tests/test_dataset.py	8259	# Step 2:	COMMENT
LOW	rust/lance-io/src/scheduler.rs	2742	// Step 1: reserve 50 of the 100 budget bytes with a read we never consume.	COMMENT
LOW⚡	rust/lance-io/src/scheduler.rs	2757	// Step 2: drop the caller-side future while its `rx` is still pending.	COMMENT
LOW⚡	rust/lance-io/src/scheduler.rs	2761	// Step 3: let the in-flight read finish. The reservation should be refunded	COMMENT
LOW⚡	rust/lance-io/src/scheduler.rs	2768	// Step 4: submit the follow-up. Add a permit up front so that, if it is	COMMENT
LOW⚡	rust/lance/src/dataset/write.rs	4926	// Step 2: Verify dataset is still consistent (uncommitted changes not visible)	COMMENT
LOW⚡	rust/lance/src/dataset/write.rs	4934	// Step 3: Commit to transaction (simulates retry after interruption)	COMMENT
LOW⚡	rust/lance/src/dataset/write.rs	4938	// Step 4: Verify dataset now has all 6 rows after successful commit	COMMENT
LOW⚡	rust/lance/src/dataset/write.rs	5976	// Step 1: Create initial dataset	COMMENT
LOW⚡	rust/lance/src/dataset/write.rs	5982	// Step 2: Create a zone map index with seeds explicitly enabled (Int32 defaults to off).	COMMENT
LOW⚡	rust/lance/src/dataset/write.rs	5989	// Step 3: Append new data - seeds should be written automatically	COMMENT
LOW⚡	rust/lance/src/dataset/write.rs	6044	// Step 5: Optimize the index (should use seeds)	COMMENT
LOW⚡	rust/lance/src/dataset/write.rs	6048	// Step 6: Query the updated index to verify it's correct	COMMENT
LOW	rust/lance/src/dataset/write.rs	1346	// Step 1: Validations	COMMENT
LOW	rust/lance/src/dataset/write.rs	1366	// Step 2: Assign IDs to initial_bases and add them to all_bases	COMMENT
LOW	rust/lance/src/dataset/write.rs	1385	// Step 3: Resolve target_base_names_or_paths to IDs	COMMENT
LOW	rust/lance/src/dataset/write.rs	1411	// Step 4: Prepare TargetBaseInfo structs	COMMENT
LOW	rust/lance/src/dataset/write.rs	4908	// Step 1: Write uncommitted data (simulates interrupted write before commit)	COMMENT
LOW	rust/lance/src/dataset/write.rs	6005	// Step 4: Verify that the newly appended fragment has a seed embedded	COMMENT
LOW⚡	rust/lance/src/dataset/write/merge_insert.rs	16999	// Step 2: Partial merge_insert on fragment 1 rows -> fragment 1 drops from bitmap	COMMENT
LOW⚡	rust/lance/src/dataset/write/merge_insert.rs	17002	// Step 3: Another partial merge_insert on the same rows.	COMMENT
LOW⚡	rust/lance/src/dataset/write/merge_insert.rs	17184	// Step 2: Partial merge_insert on fragment 1 rows -> fragment 1 drops from bitmap	COMMENT
LOW⚡	rust/lance/src/dataset/write/merge_insert.rs	17187	// Step 3: Update all rows that were in fragment 1, causing fragment 1 to be	COMMENT
LOW⚡	rust/lance/src/dataset/write/merge_insert.rs	17236	// Step 2: Partial merge_insert on fragment 1 rows -> fragment 1 drops from bitmap	COMMENT
LOW⚡	rust/lance/src/dataset/write/merge_insert.rs	17239	// Step 3: Update HALF of the rows that were in fragment 1. Fragment 1 survives	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert.rs	15603	// Step 1: Create dataset with NON-NULLABLE schema	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert.rs	15627	// Step 2: Create new data with NULLABLE schema but NO actual null values	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert.rs	15642	// Step 3: Test merge_insert()	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert.rs	15662	// Step 4: Verify the results	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert.rs	15940	// Step 1: Create a dataset with a multi-column schema.	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert.rs	15966	// Step 2: Create source data with a subschema where one field has a wrong type.	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert.rs	15981	// Step 3: Execute the merge_insert operation, which should fail.	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert.rs	15994	// Step 4: Verify that the operation failed with the correct error type and message.	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert.rs	17201	// Step 4: Partial merge_insert on the same rows.	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert.rs	17253	// Step 4: Partial merge_insert targeting the rows that were updated (and thus	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert/exec/write.rs	1272	// Step 1: Create shared state and streaming processor for row addresses and write data	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert/exec/write.rs	1321	// Step 2: Write new fragments using the filtered data (inserts + updates)	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert/exec/write.rs	1390	// Step 3: Apply deletions to existing fragments	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert/exec/write.rs	1421	// Step 4: Create the transaction operation	COMMENT
LOW⚡	rust/lance/src/dataset/write/merge_insert/exec/write.rs	1444	// Step 5: Create and store the transaction	COMMENT
LOW⚡	rust/lance/src/dataset/write/merge_insert/exec/write.rs	1447	// Step 6: Store transaction, merge stats, and affected rows for later retrieval	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert/exec/write.rs	1481	// Step 7: Return empty result (write operations don't return data)	COMMENT
LOW⚡	rust/lance/src/dataset/tests/dataset_merge_update.rs	1847	// Step 4: compact_files	COMMENT
LOW⚡	rust/lance/src/dataset/tests/dataset_merge_update.rs	1852	// Step 5: optimize_indices	COMMENT
LOW⚡	rust/lance/src/dataset/tests/dataset_merge_update.rs	1858	// Step 6: Another merge_insert should NOT error	COMMENT
LOW⚡	rust/lance/src/dataset/tests/dataset_merge_update.rs	3813	// Step 4: compact_files — moves rows to new fragment(s)	COMMENT
LOW⚡	rust/lance/src/dataset/tests/dataset_merge_update.rs	3818	// Step 5: optimize_indices — should rebuild the FTS index without stale data.	COMMENT
LOW⚡	rust/lance/src/dataset/tests/dataset_merge_update.rs	3826	// Step 6: FTS search should not error and should return correct results.	COMMENT
LOW⚡	rust/lance/src/dataset/tests/dataset_merge_update.rs	4021	// Step 5: Second optimize_indices (merge all) — merges both segments.	COMMENT
LOW⚡	rust/lance/src/dataset/tests/dataset_merge_update.rs	4029	// Step 6: Verify search correctness after merge.	COMMENT
LOW	rust/lance/src/dataset/tests/dataset_merge_update.rs	1783	// Step 1: Create dataset with one row {id: 1, value: "a"}	COMMENT
LOW	rust/lance/src/dataset/tests/dataset_merge_update.rs	1805	// Step 2: Create BTree index on 'id'	COMMENT
LOW	rust/lance/src/dataset/tests/dataset_merge_update.rs	1817	// Step 3: merge_insert with a partial schema in reversed column order	COMMENT
LOW	rust/lance/src/dataset/tests/dataset_merge_update.rs	3288	// Step 1: Create dataset with 2 rows in separate fragments	COMMENT
LOW	rust/lance/src/dataset/tests/dataset_merge_update.rs	3312	// Step 2: Create FTS inverted index on 'text'	COMMENT
LOW	rust/lance/src/dataset/tests/dataset_merge_update.rs	3337	// Step 3: Replace fragment 1's data file via DataReplacement.	COMMENT
LOW	rust/lance/src/dataset/tests/dataset_merge_update.rs	3390	// Step 4: FTS search should reflect the new data, not the old.	COMMENT
52 more matches not shown…

Structural Annotation Overuse110 hits · 170 pts

Severity	File	Line	Snippet	Context
LOW⚡	python/python/tests/test_dataset.py	8286	# Step 3: append more data to branch2 → verify contains branch1 data + new	COMMENT
LOW⚡	python/python/tests/test_dataset.py	8296	# Step 4: validate branches.list() and metadata	COMMENT
LOW	python/python/tests/test_dataset.py	8240	# Step 1: create branch1 from main → append to branch1 → create branch2 from tag	COMMENT
LOW	rust/lance-io/src/scheduler.rs	2742	// Step 1: reserve 50 of the 100 budget bytes with a read we never consume.	COMMENT
LOW⚡	rust/lance-io/src/scheduler.rs	2757	// Step 2: drop the caller-side future while its `rx` is still pending.	COMMENT
LOW⚡	rust/lance-io/src/scheduler.rs	2761	// Step 3: let the in-flight read finish. The reservation should be refunded	COMMENT
LOW⚡	rust/lance-io/src/scheduler.rs	2768	// Step 4: submit the follow-up. Add a permit up front so that, if it is	COMMENT
LOW⚡	rust/lance/src/dataset/write.rs	4926	// Step 2: Verify dataset is still consistent (uncommitted changes not visible)	COMMENT
LOW⚡	rust/lance/src/dataset/write.rs	4934	// Step 3: Commit to transaction (simulates retry after interruption)	COMMENT
LOW⚡	rust/lance/src/dataset/write.rs	4938	// Step 4: Verify dataset now has all 6 rows after successful commit	COMMENT
LOW⚡	rust/lance/src/dataset/write.rs	5976	// Step 1: Create initial dataset	COMMENT
LOW⚡	rust/lance/src/dataset/write.rs	5982	// Step 2: Create a zone map index with seeds explicitly enabled (Int32 defaults to off).	COMMENT
LOW⚡	rust/lance/src/dataset/write.rs	5989	// Step 3: Append new data - seeds should be written automatically	COMMENT
LOW⚡	rust/lance/src/dataset/write.rs	6044	// Step 5: Optimize the index (should use seeds)	COMMENT
LOW⚡	rust/lance/src/dataset/write.rs	6048	// Step 6: Query the updated index to verify it's correct	COMMENT
LOW	rust/lance/src/dataset/write.rs	1346	// Step 1: Validations	COMMENT
LOW	rust/lance/src/dataset/write.rs	1366	// Step 2: Assign IDs to initial_bases and add them to all_bases	COMMENT
LOW	rust/lance/src/dataset/write.rs	1385	// Step 3: Resolve target_base_names_or_paths to IDs	COMMENT
LOW	rust/lance/src/dataset/write.rs	1411	// Step 4: Prepare TargetBaseInfo structs	COMMENT
LOW	rust/lance/src/dataset/write.rs	4908	// Step 1: Write uncommitted data (simulates interrupted write before commit)	COMMENT
LOW	rust/lance/src/dataset/write.rs	6005	// Step 4: Verify that the newly appended fragment has a seed embedded	COMMENT
LOW⚡	rust/lance/src/dataset/write/merge_insert.rs	16999	// Step 2: Partial merge_insert on fragment 1 rows -> fragment 1 drops from bitmap	COMMENT
LOW⚡	rust/lance/src/dataset/write/merge_insert.rs	17002	// Step 3: Another partial merge_insert on the same rows.	COMMENT
LOW⚡	rust/lance/src/dataset/write/merge_insert.rs	17184	// Step 2: Partial merge_insert on fragment 1 rows -> fragment 1 drops from bitmap	COMMENT
LOW⚡	rust/lance/src/dataset/write/merge_insert.rs	17187	// Step 3: Update all rows that were in fragment 1, causing fragment 1 to be	COMMENT
LOW⚡	rust/lance/src/dataset/write/merge_insert.rs	17236	// Step 2: Partial merge_insert on fragment 1 rows -> fragment 1 drops from bitmap	COMMENT
LOW⚡	rust/lance/src/dataset/write/merge_insert.rs	17239	// Step 3: Update HALF of the rows that were in fragment 1. Fragment 1 survives	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert.rs	15603	// Step 1: Create dataset with NON-NULLABLE schema	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert.rs	15627	// Step 2: Create new data with NULLABLE schema but NO actual null values	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert.rs	15642	// Step 3: Test merge_insert()	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert.rs	15662	// Step 4: Verify the results	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert.rs	15940	// Step 1: Create a dataset with a multi-column schema.	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert.rs	15966	// Step 2: Create source data with a subschema where one field has a wrong type.	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert.rs	15981	// Step 3: Execute the merge_insert operation, which should fail.	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert.rs	15994	// Step 4: Verify that the operation failed with the correct error type and message.	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert.rs	17201	// Step 4: Partial merge_insert on the same rows.	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert.rs	17253	// Step 4: Partial merge_insert targeting the rows that were updated (and thus	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert/exec/write.rs	1272	// Step 1: Create shared state and streaming processor for row addresses and write data	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert/exec/write.rs	1321	// Step 2: Write new fragments using the filtered data (inserts + updates)	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert/exec/write.rs	1390	// Step 3: Apply deletions to existing fragments	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert/exec/write.rs	1421	// Step 4: Create the transaction operation	COMMENT
LOW⚡	rust/lance/src/dataset/write/merge_insert/exec/write.rs	1444	// Step 5: Create and store the transaction	COMMENT
LOW⚡	rust/lance/src/dataset/write/merge_insert/exec/write.rs	1447	// Step 6: Store transaction, merge stats, and affected rows for later retrieval	COMMENT
LOW	rust/lance/src/dataset/write/merge_insert/exec/write.rs	1481	// Step 7: Return empty result (write operations don't return data)	COMMENT
LOW⚡	rust/lance/src/dataset/tests/dataset_merge_update.rs	1847	// Step 4: compact_files	COMMENT
LOW⚡	rust/lance/src/dataset/tests/dataset_merge_update.rs	1852	// Step 5: optimize_indices	COMMENT
LOW⚡	rust/lance/src/dataset/tests/dataset_merge_update.rs	1858	// Step 6: Another merge_insert should NOT error	COMMENT
LOW⚡	rust/lance/src/dataset/tests/dataset_merge_update.rs	3813	// Step 4: compact_files — moves rows to new fragment(s)	COMMENT
LOW⚡	rust/lance/src/dataset/tests/dataset_merge_update.rs	3818	// Step 5: optimize_indices — should rebuild the FTS index without stale data.	COMMENT
LOW⚡	rust/lance/src/dataset/tests/dataset_merge_update.rs	3826	// Step 6: FTS search should not error and should return correct results.	COMMENT
LOW⚡	rust/lance/src/dataset/tests/dataset_merge_update.rs	4021	// Step 5: Second optimize_indices (merge all) — merges both segments.	COMMENT
LOW⚡	rust/lance/src/dataset/tests/dataset_merge_update.rs	4029	// Step 6: Verify search correctness after merge.	COMMENT
LOW	rust/lance/src/dataset/tests/dataset_merge_update.rs	1783	// Step 1: Create dataset with one row {id: 1, value: "a"}	COMMENT
LOW	rust/lance/src/dataset/tests/dataset_merge_update.rs	1805	// Step 2: Create BTree index on 'id'	COMMENT
LOW	rust/lance/src/dataset/tests/dataset_merge_update.rs	1817	// Step 3: merge_insert with a partial schema in reversed column order	COMMENT
LOW	rust/lance/src/dataset/tests/dataset_merge_update.rs	3288	// Step 1: Create dataset with 2 rows in separate fragments	COMMENT
LOW	rust/lance/src/dataset/tests/dataset_merge_update.rs	3312	// Step 2: Create FTS inverted index on 'text'	COMMENT
LOW	rust/lance/src/dataset/tests/dataset_merge_update.rs	3337	// Step 3: Replace fragment 1's data file via DataReplacement.	COMMENT
LOW	rust/lance/src/dataset/tests/dataset_merge_update.rs	3390	// Step 4: FTS search should reflect the new data, not the old.	COMMENT
LOW	rust/lance/src/dataset/tests/dataset_merge_update.rs	3593	// Step 1: Create dataset with TOTAL rows in 2 fragments.	COMMENT
50 more matches not shown…

Cross-Language Confusion32 hits · 155 pts

Severity	File	Line	Snippet	Context
HIGH	python/python/tests/test_filter.py	158	assert filtered.equals(dataset.to_table())	CODE
HIGH	python/python/tests/test_custom_registry.py	66	assert round_trip.equals(table), (	CODE
HIGH	python/python/tests/test_schema_evolution.py	636	# column. The merge claims non-null, and reading it back must preserve	COMMENT
HIGH	python/python/tests/test_map_type.py	38	assert result.equals(data)	CODE
HIGH	python/python/tests/test_map_type.py	66	assert result.equals(data)	CODE
HIGH	python/python/tests/test_map_type.py	90	assert result.equals(data)	CODE
HIGH	python/python/tests/test_map_type.py	117	assert result.equals(data)	CODE
HIGH	python/python/tests/test_map_type.py	152	assert result.equals(data)	CODE
HIGH	python/python/tests/test_map_type.py	183	assert result.equals(data)	CODE
HIGH	python/python/tests/test_map_type.py	207	assert result.equals(data)	CODE
HIGH	python/python/tests/test_map_type.py	271	assert result.equals(data)	CODE
HIGH	python/python/tests/test_map_type.py	320	assert result.equals(data)	CODE
HIGH	python/python/tests/test_map_type.py	338	assert result.equals(data)	CODE
HIGH	python/python/tests/test_map_type.py	404	assert result.equals(data_valid)	CODE
HIGH	python/python/tests/test_map_type.py	549	assert result4["properties"][1].as_py() is None # David's properties (null)	CODE
HIGH	python/python/tests/test_map_type.py	567	assert result6.equals(data), "Full data mismatch"	CODE
HIGH	python/python/tests/test_blob.py	190	assert actual_field.equals(expected_field, check_metadata=True)	CODE
HIGH⚡	python/python/tests/test_blob.py	3094	assert descriptions_df.equals(table_df)	STRING
HIGH⚡	python/python/tests/test_blob.py	3212	assert descriptions_df.equals(table_df)	STRING
HIGH	python/python/tests/test_blob.py	2097	shared, empty, null, _unused = writer.finish()	STRING
HIGH	python/python/tests/test_blob.py	2129	builder.extend([null, empty])	STRING
HIGH⚡	python/python/tests/test_scalar_index.py	376	"ScalarIndexQuery: query=[val >= 10 && val <= 20]@val_idx"	CODE
HIGH⚡	python/python/tests/test_scalar_index.py	386	"ScalarIndexQuery: query=[val >= 10 && val <= 20]@val_idx"	CODE
HIGH⚡	python/python/tests/test_scalar_index.py	399	"ScalarIndexQuery: query=[val >= 5000 && val <= 0]@val_idx"	CODE
HIGH⚡	python/python/tests/test_scalar_index.py	409	"ScalarIndexQuery: query=[val >= 5000 && val <= 0]@val_idx"	CODE
HIGH	python/python/tests/test_scalar_index.py	5826	assert with_index.equals(without_index)	CODE
HIGH	python/python/tests/test_scalar_index.py	6196	assert fragment_results.equals(complete_results), (	CODE
HIGH	python/python/tests/test_scalar_index.py	1097	move \|\| factory().map(EdgeHandler::new)	STRING
HIGH	python/python/tests/test_scalar_index.py	1125	if variant != EdgeModule::Default && EdgeMask::enabled() {	STRING
HIGH	python/python/tests/test_arrow.py	238	assert round_trip.equals(table)	CODE
HIGH	python/python/tests/compat/test_file_formats.py	344	assert table.equals(expected), f"Data mismatch for {self.name}"	CODE
HIGH	python/python/lance/dataset.py	6834	fragments would omit new columns and read as null; that can only	STRING

Empty Error Handlers20 hits · 100 pts

Severity	File	Line	Snippet	Context
HIGH	python/python/tests/test_namespace_integration.py	190	except s3.exceptions.NoSuchBucket:	CODE
HIGH	python/python/tests/test_namespace_integration.py	204	except Exception:	CODE
HIGH	python/python/tests/test_namespace_dir.py	1637	except Exception:	CODE
HIGH	python/python/tests/test_s3_ddb.py	53	except s3.exceptions.NoSuchBucket:	CODE
HIGH	python/python/tests/test_s3_ddb.py	77	except dynamodb.exceptions.ResourceNotFoundException:	CODE
HIGH	python/python/tests/test_fragment.py	310	except Exception:	CODE
HIGH	python/python/tests/compat/venv_manager.py	486	except Exception:	CODE
HIGH	python/python/lance/arrow.py	321	except ImportError:	CODE
HIGH	python/python/lance/arrow.py	385	except ImportError:	CODE
HIGH	python/python/lance/arrow.py	487	except ImportError:	CODE
HIGH	python/python/lance/pydantic.py	360	except TypeError:	CODE
HIGH	python/python/lance/dataset.py	4428	except Exception:	CODE
HIGH	python/python/lance/progress.py	203	except FileNotFoundError:	CODE
HIGH	python/python/lance/blob.py	183	except pa.ArrowKeyError:	CODE
HIGH	python/python/lance/_arrow/bf16.py	132	except ImportError:	CODE
HIGH	…/python/ci_benchmarks/benchmarks/test_random_access.py	44	except (OSError, AttributeError):	CODE
HIGH	python/python/ci_benchmarks/datagen/count_rows.py	71	except Exception:	CODE
HIGH	python/python/benchmarks/test_search.py	22	except Exception:	CODE
HIGH	python/python/benchmarks/test_take.py	35	except subprocess.CalledProcessError:	CODE
HIGH	ci/check_advisory_ignores.py	39	except ValueError:	CODE

Unused Imports122 hits · 100 pts

Severity	File	Line	Context
LOW	python/python/tests/test_row_addr_prefilter.py	16	CODE
LOW	python/python/tests/test_count_pushdown.py	29	CODE
LOW	python/python/tests/test_memory_leaks.py	4	CODE
LOW	python/python/tests/test_fragment_typing.py	26	CODE
LOW	python/python/lance/optimize.py	7	CODE
LOW	python/python/lance/optimize.py	8	CODE
LOW	python/python/lance/optimize.py	9	CODE
LOW	python/python/lance/optimize.py	10	CODE
LOW	python/python/lance/optimize.py	11	CODE
LOW	python/python/lance/vector.py	6	CODE
LOW	python/python/lance/util.py	4	CODE
LOW	python/python/lance/arrow.py	14	CODE
LOW	python/python/lance/arrow.py	14	CODE
LOW	python/python/lance/arrow.py	21	CODE
LOW	python/python/lance/__init__.py	4	CODE
LOW	python/python/lance/__init__.py	11	CODE
LOW	python/python/lance/__init__.py	12	CODE
LOW	python/python/lance/__init__.py	12	CODE
LOW	python/python/lance/__init__.py	12	CODE
LOW	python/python/lance/__init__.py	12	CODE
LOW	python/python/lance/__init__.py	12	CODE
LOW	python/python/lance/__init__.py	12	CODE
LOW	python/python/lance/__init__.py	12	CODE
LOW	python/python/lance/__init__.py	12	CODE
LOW	python/python/lance/__init__.py	12	CODE
LOW	python/python/lance/__init__.py	12	CODE
LOW	python/python/lance/__init__.py	12	CODE
LOW	python/python/lance/__init__.py	25	CODE
LOW	python/python/lance/__init__.py	25	CODE
LOW	python/python/lance/__init__.py	25	CODE
LOW	python/python/lance/__init__.py	25	CODE
LOW	python/python/lance/__init__.py	25	CODE
LOW	python/python/lance/__init__.py	25	CODE
LOW	python/python/lance/__init__.py	25	CODE
LOW	python/python/lance/__init__.py	25	CODE
LOW	python/python/lance/__init__.py	25	CODE
LOW	python/python/lance/__init__.py	25	CODE
LOW	python/python/lance/__init__.py	25	CODE
LOW	python/python/lance/__init__.py	25	CODE
LOW	python/python/lance/__init__.py	25	CODE
LOW	python/python/lance/__init__.py	25	CODE
LOW	python/python/lance/__init__.py	25	CODE
LOW	python/python/lance/__init__.py	44	CODE
LOW	python/python/lance/__init__.py	44	CODE
LOW	python/python/lance/__init__.py	45	CODE
LOW	python/python/lance/__init__.py	45	CODE
LOW	python/python/lance/__init__.py	45	CODE
LOW	python/python/lance/__init__.py	45	CODE
LOW	python/python/lance/__init__.py	45	CODE
LOW	python/python/lance/__init__.py	45	CODE
LOW	python/python/lance/__init__.py	45	CODE
LOW	python/python/lance/__init__.py	45	CODE
LOW	python/python/lance/__init__.py	45	CODE
LOW	python/python/lance/__init__.py	45	CODE
LOW	python/python/lance/__init__.py	45	CODE
LOW	python/python/lance/__init__.py	45	CODE
LOW	python/python/lance/__init__.py	45	CODE
LOW	python/python/lance/__init__.py	60	CODE
LOW	python/python/lance/__init__.py	60	CODE
LOW	python/python/lance/__init__.py	60	CODE
62 more matches not shown…

Hallucination Indicators8 hits · 80 pts

Severity	File	Line	Snippet	Context
CRITICAL	rust/lance/src/dataset/metadata.rs	104	MetadataType::SchemaMetadata => self.dataset.manifest.schema.metadata.clone(),	CODE
CRITICAL	java/dev/checkstyle.xml	152	value="Avoid using com.google.common.io.Files.createTempDir() due to CVE-2020-8908.	CODE
CRITICAL	java/dev/checkstyle.xml	153	Use org.apache.spark.network.util.JavaUtils.createTempDir() instead." />	CODE
CRITICAL	java/src/test/java/org/lance/DeltaTest.java	54	"id", new org.apache.arrow.vector.types.pojo.ArrowType.Int(32, true)),	CODE
CRITICAL	java/src/test/java/org/lance/DeltaTest.java	81	org.apache.arrow.c.ArrowArrayStream.allocateNew(allocator)) {	CODE
CRITICAL	java/src/test/java/org/lance/DeltaTest.java	159	"id", new org.apache.arrow.vector.types.pojo.ArrowType.Int(32, true)),	CODE
CRITICAL	java/src/test/java/org/lance/DeltaTest.java	200	"id", new org.apache.arrow.vector.types.pojo.ArrowType.Int(32, true)),	CODE
CRITICAL	java/src/test/java/org/lance/DeltaTest.java	251	"id", new org.apache.arrow.vector.types.pojo.ArrowType.Int(32, true)),	CODE

Deep Nesting49 hits · 44 pts

Severity	File	Line	Context
LOW	python/python/tests/test_multi_base.py	402	CODE
LOW	python/python/tests/test_delta.py	178	CODE
LOW	python/python/tests/test_dataset.py	5617	CODE
LOW	python/python/tests/test_vector.py	20	CODE
LOW	python/python/tests/test_vector_index.py	432	CODE
LOW	python/python/tests/test_vector_index.py	1358	CODE
LOW	python/python/tests/compat/venv_manager.py	226	CODE
LOW	python/python/tests/compat/compat_sequence.py	412	CODE
LOW	python/python/tests/compat/compat_sequence.py	426	CODE
LOW	python/python/tests/compat/compat_sequence.py	451	CODE
LOW	python/python/tests/compat/compat_decorator.py	88	CODE
LOW	python/python/lance/vector.py	48	CODE
LOW	python/python/lance/vector.py	431	CODE
LOW	python/python/lance/vector.py	639	CODE
LOW	python/python/lance/vector.py	517	CODE
LOW	python/python/lance/vector.py	703	CODE
LOW	python/python/lance/util.py	166	CODE
LOW	python/python/lance/arrow.py	519	CODE
LOW	python/python/lance/arrow.py	161	CODE
LOW	python/python/lance/types.py	101	CODE
LOW	python/python/lance/pydantic.py	217	CODE
LOW	python/python/lance/pydantic.py	270	CODE
LOW	python/python/lance/pydantic.py	344	CODE
LOW	python/python/lance/dataset.py	224	CODE
LOW	python/python/lance/dataset.py	8993	CODE
LOW	python/python/lance/dataset.py	3794	CODE
LOW	python/python/lance/dataset.py	4273	CODE
LOW	python/python/lance/dataset.py	7464	CODE
LOW	python/python/lance/udf.py	185	CODE
LOW	python/python/lance/sampler.py	114	CODE
LOW	python/python/lance/sampler.py	166	CODE
LOW	python/python/lance/otel.py	35	CODE
LOW	python/python/lance/torch/bench_utils.py	50	CODE
LOW	python/python/lance/torch/data.py	114	CODE
LOW	python/python/lance/torch/data.py	369	CODE
LOW	…/python/ci_benchmarks/benchmarks/test_random_access.py	20	CODE
LOW	…python/ci_benchmarks/benchmarks/test_index_training.py	14	CODE
LOW	python/python/benchmarks/duplicate_pairs.py	146	CODE
LOW	python/python/benchmarks/test_read_write.py	223	CODE
LOW	ci/format_vote_gate.py	261	CODE
LOW	ci/new_contributors.py	105	CODE
LOW	rust/lance-file/test_data/exact_versions/datagen.py	69	CODE
LOW	docs/snippets/tests/snippet_runner.py	103	CODE
LOW	benchmarks/sift/perf.py	102	CODE
LOW	benchmarks/sift/datagen.py	12	CODE
LOW	benchmarks/hd-vila/datagen.py	109	CODE
LOW	benchmarks/auto-ivf-dot/measure.py	76	CODE
LOW	benchmarks/auto-ivf-dot/audit.py	17	CODE
LOW	benchmarks/auto-ivf-dot/calibrate.py	90	CODE

Excessive Try-Catch Wrapping41 hits · 40 pts

Severity	File	Line	Snippet	Context
LOW	python/python/tests/test_namespace_integration.py	204	except Exception:	CODE
LOW	python/python/tests/test_namespace_integration.py	1197	except Exception:	CODE
LOW	python/python/tests/test_namespace_integration.py	1262	except Exception:	CODE
LOW	python/python/tests/test_namespace_integration.py	1330	except Exception:	CODE
LOW	python/python/tests/test_namespace_integration.py	1366	except Exception:	CODE
LOW	python/python/tests/test_namespace_dir.py	1206	except Exception as e:	CODE
LOW	python/python/tests/test_namespace_dir.py	1276	except Exception as e:	CODE
LOW	python/python/tests/test_namespace_dir.py	1348	except Exception as e:	CODE
LOW	python/python/tests/test_namespace_dir.py	1386	except Exception as e:	CODE
LOW	python/python/tests/test_namespace_dir.py	1637	except Exception:	CODE
LOW	python/python/tests/test_fragment.py	310	except Exception:	CODE
LOW	python/python/tests/test_vector_index.py	3997	except Exception as e:	CODE
LOW⚡	python/python/tests/test_scalar_index.py	4831	except Exception as e:	CODE
LOW	python/python/tests/test_scalar_index.py	5534	except Exception as e:	CODE
LOW	python/python/tests/compat/venv_runner.py	120	except Exception as e:	CODE
LOW	python/python/tests/compat/venv_manager.py	486	except Exception:	CODE
LOW	python/python/tests/compat/venv_manager.py	503	except Exception:	CODE
LOW	python/python/tests/compat/compat_sequence.py	496	except Exception as e:	CODE
LOW	python/python/tests/compat/compat_sequence.py	518	except Exception as e:	CODE
LOW	python/python/tests/compat/compat_decorator.py	39	except Exception as e:	CODE
LOW	python/python/tests/compat/compat_decorator.py	160	except Exception as e:	CODE
LOW	python/python/lance/download.py	47	except Exception:	CODE
LOW	python/python/lance/download.py	63	except Exception as _:	CODE
MEDIUM	python/python/lance/download.py	44	def import_requests():	CODE
LOW	python/python/lance/dataset.py	4428	except Exception:	CODE
LOW	python/python/lance/udf.py	256	except Exception as inner_err:	CODE
LOW	python/python/lance/torch/async_dataset.py	72	except Exception as e:	CODE
LOW	…/python/ci_benchmarks/benchmarks/test_ivf_pq_search.py	98	except Exception:	CODE
LOW	python/python/ci_benchmarks/datagen/count_rows.py	71	except Exception:	CODE
LOW	python/python/benchmarks/test_search.py	22	except Exception:	CODE
MEDIUM	ci/check_breaking_changes.py	63	print("Error: last_stable_version and current_version required for validation")	CODE
MEDIUM	ci/coverage.py	17	print("Error running coverage analysis:")	CODE
LOW	ci/format_vote_gate.py	410	except Exception as err: # noqa: BLE001 - keep sweeping other PRs	CODE
LOW	test_data/v1.0.1/datagen.py	117	except Exception as e:	CODE
LOW	…benches/mem_wal/write/run_shard_writer_backpressure.sh	103	except Exception: continue	CODE
LOW	rust/lance/benches/mem_wal/kv/run_kv_compare.sh	101	except Exception as e:	CODE
LOW	rust/lance/benches/mem_wal/fts/run_fts_read_sweep.sh	162	except Exception as e:	CODE
LOW	rust/lance/benches/mem_wal/fts/run_fts_compare.sh	156	except Exception: continue	CODE
LOW	rust/lance/benches/mem_wal/fts/run_fineweb_fts.sh	110	except Exception as e:	CODE
LOW	…/lance/benches/mem_wal/vector/hnsw/disk_ann_compare.py	266	except Exception:	CODE
LOW	.github/workflows/file_verification/test_write_read.py	61	except Exception:	CODE

AI Slop Vocabulary11 hits · 29 pts

Severity	File	Line	Snippet	Context
MEDIUM	python/RUST_THIRD_PARTY_LICENSES.html	8523	<li><a href=" https://github.com/georust/robust ">robust 1.2.0</a></li>	CODE
LOW⚡	python/python/tests/test_scalar_index.py	394	# but we should handle them gracefully and simply return an empty result	COMMENT
MEDIUM	python/python/tests/compat/test_scalar_indices.py	150	# so distinguish it by the harness role, not by lance.__version__.	COMMENT
MEDIUM	rust/lance/Cargo.toml	343	# harness = false	COMMENT
MEDIUM	rust/lance/tests/query/primitives.rs	834	/// index exists — both predicates should leverage the index.	COMMENT
MEDIUM	rust/lance/src/io/exec/filtered_read.rs	4795	// robust, but the canonical builders preserve representation.	COMMENT
MEDIUM	rust/lance/src/utils/test.rs	39	/// dataset operations are robust to different layouts.	COMMENT
MEDIUM	rust/lance/src/index/scalar.rs	1516	// `]` markers so the assertion stays robust to unrelated plan	COMMENT
MEDIUM	…ssion/bitpacking/src/bitpacker_internal/bitpacker4x.rs	362	/// to leverage `SSE3` instructions to encode and decode the stream.	COMMENT
MEDIUM	rust/lance-table/src/io/manifest.rs	64	// the size to be more robust.	COMMENT
MEDIUM	java/RUST_THIRD_PARTY_LICENSES.html	7855	<li><a href=" https://github.com/georust/robust ">robust 1.2.0</a></li>	CODE

Redundant / Tautological Comments19 hits · 28 pts

Severity	File	Line	Snippet	Context
LOW	python/python/tests/test_commit_index.py	101	# Check if the index is used in scans	COMMENT
LOW	python/python/tests/test_file.py	665	# Check if total row count is correct	COMMENT
LOW	python/python/tests/test_file.py	710	# Write files at different levels	COMMENT
LOW	python/python/tests/test_file.py	749	# Write files in different directories	COMMENT
LOW	python/python/tests/test_scalar_index.py	3445	# Check if the zone map index is no longer being used	COMMENT
LOW	python/python/lance/__init__.py	290	# Check if namespace manages versioning (commits go through namespace API)	COMMENT
LOW	python/python/lance/dataset.py	8888	# Check if namespace manages versioning (commits go through namespace API)	COMMENT
LOW	…/python/ci_benchmarks/benchmarks/test_ivf_pq_search.py	87	# Check if dataset already exists and has correct row count	COMMENT
LOW	python/python/ci_benchmarks/datagen/gen_all.py	17	# Check if handler already exists (avoid duplicate handlers)	COMMENT
LOW	python/python/ci_benchmarks/datagen/wikipedia.py	166	# Check if indices exist	COMMENT
LOW	ci/create_release_branch.sh	97	# Set version to RC version	COMMENT
LOW	ci/create_release_branch.sh	227	# Set version to RC version	COMMENT
LOW	ci/coverage.py	26	# Check if this is a section header (path ending with colon)	COMMENT
LOW	ci/publish_beta.sh	82	# Check if major already bumped from base	COMMENT
LOW	ci/review_stats.py	195	# Print results	COMMENT
LOW	ci/new_contributors.py	266	# Print results	COMMENT
LOW	test_data/v0.27.1/datagen.py	31	# Open file in pq_in_schema/_indices/*/auxiliary.idx	COMMENT
LOW	.github/workflows/file_verification/test_write_read.py	55	# Check if the tables are equal	COMMENT
LOW	.github/actions/create-failure-issue/action.yml	23	# Check if any job failed	COMMENT

AI Structural Patterns33 hits · 22 pts

Severity	File	Line	Context
LOW	python/python/tests/test_vector_index.py	3792	CODE
LOW	python/python/lance/util.py	164	CODE
LOW	python/python/lance/__init__.py	146	CODE
LOW	python/python/lance/dataset.py	8647	CODE
LOW	python/python/lance/dataset.py	9044	CODE
LOW	python/python/lance/dataset.py	954	CODE
LOW	python/python/lance/dataset.py	1317	CODE
LOW	python/python/lance/dataset.py	1763	CODE
LOW	python/python/lance/dataset.py	1927	CODE
LOW	python/python/lance/dataset.py	2363	CODE
LOW	python/python/lance/dataset.py	3580	CODE
LOW	python/python/lance/dataset.py	3706	CODE
LOW	python/python/lance/dataset.py	3956	CODE
LOW	python/python/lance/dataset.py	4273	CODE
LOW	python/python/lance/dataset.py	4681	CODE
LOW	python/python/lance/dataset.py	4963	CODE
LOW	python/python/lance/dataset.py	5252	CODE
LOW	python/python/lance/dataset.py	5958	CODE
LOW	python/python/lance/dataset.py	6062	CODE
LOW	python/python/lance/dataset.py	7635	CODE
LOW	python/python/lance/dataset.py	8159	CODE
LOW	python/python/lance/dataset.py	9362	CODE
LOW	python/python/lance/file.py	523	CODE
LOW	python/python/lance/fragment.py	1269	CODE
LOW	python/python/lance/fragment.py	417	CODE
LOW	python/python/lance/fragment.py	589	CODE
LOW	python/python/lance/fragment.py	714	CODE
LOW	python/python/lance/fragment.py	755	CODE
LOW	python/python/lance/fragment.py	791	CODE
LOW	python/python/lance/fragment.py	1211	CODE
LOW	python/python/lance/fragment.py	1240	CODE
LOW	python/python/lance/torch/kmeans.py	111	CODE
LOW	python/python/lance/torch/data.py	256	CODE

Modern Structural Boilerplate16 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	python/python/tests/test_blob.py	3417	def set_buffer_size(self, buffer_size: int) -> None:	STRING
LOW	python/python/lance/arrow.py	23	__all__ = [	CODE
LOW	python/python/lance/__init__.py	84	__all__ = [	CODE
LOW	python/python/lance/file.py	661	__all__ = [	CODE
LOW	python/python/lance/mem_wal.py	40	__all__ = [	CODE
LOW	python/python/lance/bitmap.py	16	__all__ = ["Bitmap"]	CODE
LOW⚡	python/python/lance/namespace.py	123	__all__ = [	CODE
LOW	python/python/lance/sampler.py	36	__all__ = [	CODE
LOW	python/python/lance/dependencies.py	263	__all__ = [	CODE
LOW	python/python/lance/indices/__init__.py	14	__all__ = [	CODE
LOW	python/python/lance/torch/bench_utils.py	18	__all__ = ["ground_truth"]	CODE
LOW	python/python/lance/torch/distance.py	9	__all__ = [	CODE
LOW	python/python/lance/torch/kmeans.py	23	__all__ = ["KMeans"]	CODE
LOW	python/python/lance/torch/data.py	41	__all__ = ["LanceDataset", "SafeLanceDataset", "get_safe_loader"]	CODE
LOW	python/python/lance/_dataset/sharded_batch_iterator.py	18	__all__ = ["ShardedBatchIterator"]	CODE
LOW	memtest/python/memtest/__init__.py	249	__all__ = [	CODE

AI Response Leakage2 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	…ce-encoding/src/encodings/logical/primitive/fullzip.rs	7	//! In this approach the various compressed buffers are zipped	COMMENT
HIGH	…-encoding/src/encodings/logical/primitive/miniblock.rs	7	//! In this approach the data is compressed into a series of chunks put into	COMMENT

Modern AI Meta-Vocabulary3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	rust/lance/tests/count_pushdown/mod.rs	281	// pins the not-firing behaviour and the scaffold for the future test.	COMMENT
MEDIUM	rust/lance-index/src/vector/hnsw/remap.rs	352	/// step across the hole. The edges are a scaffold: nodes that lost a neighbor	COMMENT
MEDIUM	rust/lance-index/src/vector/hnsw/remap.rs	391	/// The search runs on the scaffold (surviving edges plus the hole links), from	COMMENT

Fake / Example Data7 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	python/python/tests/test_row_addr_prefilter.py	44	"text": pa.array([f"row {i} lorem ipsum" for i in range(N)]),	CODE
LOW	rust/lance/tests/query/inverted.rs	347	("positive_text", Utf8, ["placeholder"]),	CODE
LOW	rust/lance/tests/query/inverted.rs	348	("negative_text", Utf8, ["placeholder"])	CODE
LOW	rust/lance/src/dataset/tests/dataset_index.rs	7563	Arc::new(StringArray::from(vec!["placeholder"])) as ArrayRef,	CODE
LOW⚡	rust/lance-table/src/io/commit.rs	1701	let dummy_data = memory_store.read_one_all(&dummy_path.into()).await?;	CODE
LOW⚡	rust/lance-table/src/io/commit.rs	1702	let size = dummy_data.len() as u64;	CODE
LOW⚡	rust/lance-table/src/io/commit.rs	1707	dummy_data.into(),	CODE

Example Usage Blocks4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	…benches/mem_wal/write/run_shard_writer_backpressure.sh	8	# Usage:	COMMENT
LOW	rust/lance/benches/mem_wal/kv/run_kv_compare.sh	11	# Usage:	COMMENT
LOW	rust/lance/benches/mem_wal/fts/run_fts_read_sweep.sh	17	# Usage:	COMMENT
LOW	…lance-namespace-impls/benches/manifest_commit_sweep.sh	15	# Usage:	COMMENT

TODO Padding3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	…st/lance-encoding/src/array_encoding/physical/basic.rs	67	// TODO: Add tests for the all-null case	COMMENT
LOW	rust/lance/src/session/index_extension.rs	29	// TODO: implement this trait and wire it in	COMMENT
LOW	rust/lance-index/src/vector/bq/storage.rs	2345	// TODO: implement this	COMMENT

Slop Phrases2 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	python/python/tests/test_scalar_index.py	612	# index wants to be used as a prefilter but we have to make sure to scan the	COMMENT
MEDIUM	rust/lance/src/index.rs	4848	// None means this legacy API cannot provide a reader for FRI index	COMMENT

lance-format/lance

Open-Source Code Quality, Security and Technical Debt Review