koxudaxi/datamodel-code-generator

17.5

Adjusted Score

17.5

Raw Score

100%

Time Factor

2026-08-29

Last Push

4.0K

Stars

Python

Language

520.4K

Lines of Code

4.6K

Files

9.2K

Pattern Hits

2026-08-29

Scan Date

0.05

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

Longitudinal tracking requires multiple scan runs. Once this repository is re-scanned after new commits land, this chart will visualise how the synthetic code signal evolves over time — enabling you to detect whether AI authorship is growing, stabilising, or being actively corrected by human engineers.

No multi-scan history yet — run the scanner again to build trend data.

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 242MEDIUM 86LOW 8920

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 9248 distinct pattern matches across 18 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 Identifiers5187 hits · 3975 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_build_preset_docs_script.py	34	def test_build_preset_docs_check_is_up_to_date() -> None:	CODE
LOW	tests/test_build_preset_docs_script.py	39	def test_build_preset_docs_json_format() -> None:	CODE
LOW	tests/test_build_preset_docs_script.py	51	def test_build_preset_docs_check_help_mentions_all_generated_targets() -> None:	CODE
LOW⚡	tests/test_build_preset_docs_script.py	63	def test_preset_metadata_renderers() -> None:	CODE
LOW⚡	tests/test_build_preset_docs_script.py	73	def test_readme_supported_sections_are_rendered_from_enums() -> None:	CODE
LOW⚡	tests/test_build_preset_docs_script.py	81	def test_marked_section_replacement_uses_end_marker_after_begin() -> None:	CODE
LOW⚡	tests/test_build_preset_docs_script.py	91	def test_preset_config_supports_enum_backed_string_and_sequence_options() -> None:	CODE
LOW	tests/test_build_preset_docs_script.py	120	def test_dated_presets_keep_default_deserialization_immutable() -> None:	CODE
LOW	tests/test_build_preset_docs_script.py	159	def _render_preset_config_item(item: PresetConfigItem) -> str:	CODE
LOW	tests/test_update_command_help_on_markdown_script.py	11	def test_inject_recipe_quick_starts_replaces_ordered_markers() -> None:	CODE
LOW⚡	tests/test_conftest_helpers.py	251	def test_assert_parser_modules_rejects_missing_expected_module(tmp_path: Path) -> None:	CODE
LOW⚡	tests/test_conftest_helpers.py	261	def test_assert_parser_modules_rejects_unexpected_module(tmp_path: Path) -> None:	CODE
LOW⚡	tests/test_conftest_helpers.py	270	def test_assert_inputs_not_mutated_allows_unchanged_nested_values() -> None:	CODE
LOW⚡	tests/test_conftest_helpers.py	278	def test_assert_inputs_not_mutated_reports_nested_mutation() -> None:	CODE
LOW	tests/test_conftest_helpers.py	46	def test_assert_exact_directory_content_reports_diff(tmp_path: Path) -> None:	CODE
LOW	tests/test_conftest_helpers.py	62	def test_assert_file_content_matches_inline_snapshot_external_file(	CODE
LOW	tests/test_conftest_helpers.py	83	def test_assert_file_content_matches_inactive_external_file(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None:	CODE
LOW	tests/test_conftest_helpers.py	99	def test_assert_file_content_rejects_mismatched_inactive_external_file(	CODE
LOW	tests/test_conftest_helpers.py	119	def test_assert_file_content_missing_inline_snapshot_external_file(	CODE
LOW	tests/test_conftest_helpers.py	145	def test_assert_file_content_handles_storage_lookup_error(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None:	CODE
LOW	tests/test_conftest_helpers.py	156	def raise_storage_lookup_error(_expected: object, _which: str) -> object:	CODE
LOW	tests/test_conftest_helpers.py	167	def test_assert_file_content_reports_failed_inline_snapshot_update(	CODE
LOW	tests/test_conftest_helpers.py	201	def test_assert_file_content_mismatched_inline_snapshot_external_file(	CODE
LOW	tests/test_conftest_helpers.py	230	def test_assert_parser_results_rejects_unexpected_result(tmp_path: Path) -> None:	CODE
LOW	tests/test_conftest_helpers.py	240	def test_assert_parser_results_rejects_missing_result(tmp_path: Path) -> None:	CODE
LOW	tests/test_conftest_helpers.py	289	def test_assert_path_cache_evicts_lru_entries_reports_first_mismatch(tmp_path: Path) -> None:	CODE
LOW	tests/test_conftest_helpers.py	309	def test_assert_path_cache_evicts_lru_entries_reports_second_mismatch(tmp_path: Path) -> None:	CODE
LOW	tests/test_conftest_helpers.py	328	def test_builtin_parity_mock_call_preservation(mocker: MockerFixture) -> None:	CODE
LOW	tests/test_conftest_helpers.py	342	def test_builtin_parity_prance_mock_detection(monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW	tests/test_conftest_helpers.py	353	def test_builtin_parity_cli_formatter_helpers(tmp_path: Path) -> None:	CODE
LOW	tests/test_conftest_helpers.py	385	def test_builtin_parity_clear_output_path(tmp_path: Path) -> None:	CODE
LOW	tests/test_conftest_helpers.py	399	def test_default_formatter_cli_args(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None:	CODE
LOW	tests/test_conftest_helpers.py	442	def test_builtin_default_formatter_config(tmp_path: Path) -> None:	CODE
LOW	tests/test_conftest_helpers.py	462	def test_default_formatter_main_generation_detection() -> None:	CODE
LOW	tests/test_conftest_helpers.py	474	def test_default_formatter_generate_options(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None:	CODE
LOW	tests/test_conftest_helpers.py	493	def test_builtin_parity_generated_python_comparison(tmp_path: Path) -> None:	CODE
LOW	tests/test_conftest_helpers.py	512	def test_builtin_cli_formatter_parity_file_path(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None:	CODE
LOW	tests/test_conftest_helpers.py	549	def test_builtin_cli_formatter_parity_stdin_path(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None:	CODE
LOW	tests/test_conftest_helpers.py	578	def test_builtin_generate_formatter_parity(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None:	CODE
LOW	tests/test_conftest_helpers.py	603	def test_builtin_generate_formatter_parity_preserves_warnings(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None:	CODE
LOW	tests/test_remote_lock.py	18	def test_remote_lock_normalizes_request_headers_and_replaces_the_observed_closure(tmp_path: Path) -> None:	CODE
LOW	tests/test_remote_lock.py	42	def test_remote_lock_never_persists_url_or_request_secrets(tmp_path: Path) -> None:	CODE
LOW	tests/test_remote_lock.py	65	def test_remote_lock_request_identity_uses_only_safe_request_structure(tmp_path: Path) -> None:	CODE
LOW	tests/test_remote_lock.py	117	def test_remote_lock_commit_resolves_a_relative_target_from_the_current_directory(	CODE
LOW	tests/test_remote_lock.py	131	def test_nearest_existing_directory_rejects_a_nonexistent_path_root(	CODE
LOW	tests/test_remote_lock.py	148	def test_windows_staging_fallback_fails_closed_after_its_private_path_is_replaced(	CODE
LOW	tests/test_remote_lock.py	172	def test_windows_staging_fallback_rejects_a_replaced_anchor_before_creating_a_private_directory(	CODE
LOW	tests/test_remote_lock.py	190	def test_windows_staging_fallback_rejects_a_removed_anchor_before_creating_a_private_directory(	CODE
LOW	tests/test_remote_lock.py	204	def test_staging_directory_handles_deleted_sources_closed_handles_and_cleanup_failures(	CODE
LOW	tests/test_remote_lock.py	261	def test_staging_directory_fails_closed_for_unavailable_private_names(	CODE
LOW	tests/test_remote_lock.py	284	def collide_with_reserved_name(_args: object, *_kwargs: object) -> int:	CODE
LOW	tests/test_remote_lock.py	306	def test_staging_directory_path_fallback_cleanup_does_not_require_descriptors(tmp_path: Path) -> None:	CODE
LOW	tests/test_remote_lock.py	330	def test_descriptor_publication_error_and_rollback_primitives_preserve_private_entries(	CODE
LOW	tests/test_remote_lock.py	424	def test_descriptor_publication_copy_and_journal_failure_paths_use_real_files(	CODE
LOW	tests/test_remote_lock.py	495	def fail_created_directory_removal(_args: object, *_kwargs: object) -> None:	CODE
LOW	tests/test_remote_lock.py	511	def test_path_publication_helpers_preserve_modes_and_own_only_created_directories(	CODE
LOW	tests/test_remote_lock.py	550	def test_path_publication_helpers_preserve_posix_modes(tmp_path: Path) -> None:	CODE
LOW	tests/test_remote_lock.py	564	def test_remote_lock_legacy_staging_reuses_and_discards_one_private_file(tmp_path: Path) -> None:	CODE
LOW	tests/test_remote_lock.py	581	def test_remote_lock_commit_rejects_legacy_path_staging_without_leaking_a_temporary_file(tmp_path: Path) -> None:	CODE
LOW	tests/test_remote_lock.py	599	def test_remote_lock_stage_is_inactive_after_commit_or_without_update(tmp_path: Path) -> None:	CODE
5127 more matches not shown…

Unused Imports2982 hits · 2923 pts

Severity	File	Line	Context
LOW	tests/test_build_preset_docs_script.py	3	CODE
LOW	tests/test_update_command_help_on_markdown_script.py	3	CODE
LOW	tests/test_conftest_helpers.py	3	CODE
LOW	tests/test_remote_lock.py	3	CODE
LOW	tests/test_reference.py	3	CODE
LOW	tests/conftest.py	3	CODE
LOW	tests/conftest.py	1265	CODE
LOW	tests/conftest.py	1266	CODE
LOW	tests/conftest.py	1267	CODE
LOW	tests/conftest.py	1268	CODE
LOW	tests/conftest.py	1269	CODE
LOW	tests/conftest.py	1271	CODE
LOW	tests/test_build_llms_txt_script.py	3	CODE
LOW	tests/test_input_diff_timestamp.py	3	CODE
LOW	tests/test_generate_changelog_script.py	3	CODE
LOW	tests/test_yaml_backend.py	3	CODE
LOW	tests/test_prompt.py	3	CODE
LOW	tests/test_http_regressions.py	3	CODE
LOW	tests/test_module_name.py	3	CODE
LOW	tests/test_imports.py	3	CODE
LOW	tests/test_deprecations.py	3	CODE
LOW	tests/test_build_docs_examples_script.py	3	CODE
LOW	tests/test_assert_helper_usage.py	3	CODE
LOW	tests/test_util.py	3	CODE
LOW	tests/test_select_ci_test_shard_script.py	3	CODE
LOW	tests/test_python_type_runtime.py	3	CODE
LOW	tests/test_validators.py	3	CODE
LOW	tests/test_validate_release_draft_analysis_script.py	3	CODE
LOW	tests/test_enums.py	3	CODE
LOW	tests/test_input_model_transport.py	3	CODE
LOW	tests/test_http.py	3	CODE
LOW	tests/test_main_kr.py	3	CODE
LOW	tests/test_check_overview_sync_script.py	3	CODE
LOW	tests/test_build_playground_assets_script.py	3	CODE
LOW	tests/test_package_metadata.py	3	CODE
LOW	tests/test_build_architecture_docs_script.py	3	CODE
LOW	tests/test_build_deprecation_docs_script.py	3	CODE
LOW	tests/test_build_conformance_docs_script.py	3	CODE
LOW	tests/test_architecture_boundaries.py	3	CODE
LOW	tests/test_python_decorator.py	3	CODE
LOW	tests/test_build_release_benchmark_docs_script.py	3	CODE
LOW	tests/test_build_schema_docs_script.py	3	CODE
LOW	tests/test_python_type_import_registry.py	3	CODE
LOW	tests/test_resolver.py	3	CODE
LOW	tests/test_infer_input_type.py	3	CODE
LOW	tests/test_format.py	3	CODE
LOW	tests/test_http_https.py	3	CODE
LOW	tests/test_build_experimental_docs_script.py	3	CODE
LOW	tests/test_experimental.py	3	CODE
LOW	tests/test_input_model.py	3	CODE
LOW	tests/test_types.py	3	CODE
LOW	tests/test_types.py	248	CODE
LOW	tests/test_types.py	269	CODE
LOW	tests/test_types.py	405	CODE
LOW	tests/test_types.py	432	CODE
LOW	tests/test_types.py	461	CODE
LOW	tests/test_types.py	476	CODE
LOW	tests/test_types.py	512	CODE
LOW	tests/test_types.py	534	CODE
LOW	tests/test_types.py	548	CODE
2922 more matches not shown…

Cross-File Repetition202 hits · 1010 pts

Severity	File	Line	Snippet	Context
HIGH	tests/test_http.py	0	keep tests that mock http requests independent from external dns.	STRING
HIGH	tests/parser/test_jsonschema.py	0	keep tests that mock http requests independent from external dns.	STRING
HIGH	tests/parser/test_openapi.py	0	keep tests that mock http requests independent from external dns.	STRING
HIGH	tests/parser/test_jsonschema.py	0	test that additional imports are inside imports container.	STRING
HIGH	tests/parser/test_openapi.py	0	test that additional imports are inside imports container.	STRING
HIGH	tests/parser/test_base.py	0	test that additional imports are inside imports container.	STRING
HIGH	tests/parser/test_jsonschema.py	0	test that not additional imports are not affecting imports container.	STRING
HIGH	tests/parser/test_openapi.py	0	test that not additional imports are not affecting imports container.	STRING
HIGH	tests/parser/test_base.py	0	test that not additional imports are not affecting imports container.	STRING
HIGH	tests/data/custom_file_header_docstring.txt	0	custom module docstring header. this is a multi-line docstring used for testing.	STRING
HIGH	…pi/modular_all_exports_children_docstring/_internal.py	0	custom module docstring header. this is a multi-line docstring used for testing.	STRING
HIGH	…enapi/modular_all_exports_children_docstring/models.py	0	custom module docstring header. this is a multi-line docstring used for testing.	STRING
HIGH	…api/modular_all_exports_children_docstring/__init__.py	0	custom module docstring header. this is a multi-line docstring used for testing.	STRING
HIGH	…/modular_all_exports_children_docstring/collections.py	0	custom module docstring header. this is a multi-line docstring used for testing.	STRING
HIGH	…/openapi/modular_all_exports_children_docstring/bar.py	0	custom module docstring header. this is a multi-line docstring used for testing.	STRING
HIGH	…modular_all_exports_children_docstring/foo/__init__.py	0	custom module docstring header. this is a multi-line docstring used for testing.	STRING
HIGH	…napi/modular_all_exports_children_docstring/foo/bar.py	0	custom module docstring header. this is a multi-line docstring used for testing.	STRING
HIGH	…modular_all_exports_children_docstring/woo/__init__.py	0	custom module docstring header. this is a multi-line docstring used for testing.	STRING
HIGH	…napi/modular_all_exports_children_docstring/woo/boo.py	0	custom module docstring header. this is a multi-line docstring used for testing.	STRING
HIGH	…ular_all_exports_children_docstring/nested/__init__.py	0	custom module docstring header. this is a multi-line docstring used for testing.	STRING
HIGH	…i/modular_all_exports_children_docstring/nested/foo.py	0	custom module docstring header. this is a multi-line docstring used for testing.	STRING
HIGH	…/data/custom_file_header_with_docstring_and_import.txt	0	custom module docstring. this module contains generated models.	STRING
HIGH	tests/data/custom_file_header_with_docstring.txt	0	custom module docstring. this module contains generated models.	STRING
HIGH	…penapi/custom_file_header_with_docstring_and_import.py	0	custom module docstring. this module contains generated models.	STRING
HIGH	…cted/main/openapi/custom_file_header_with_docstring.py	0	custom module docstring. this module contains generated models.	STRING
HIGH	…ema/custom_file_header_path_prepend_multi_file/user.py	0	custom module docstring. this module contains generated models.	STRING
HIGH	…ma/custom_file_header_path_prepend_multi_file/order.py	0	custom module docstring. this module contains generated models.	STRING
HIGH	…custom_file_header_path_prepend_multi_file/__init__.py	0	custom module docstring. this module contains generated models.	STRING
HIGH	…/custom_file_header_path_prepend_multi_file/product.py	0	custom module docstring. this module contains generated models.	STRING
HIGH	tests/data/python/input_model/dataclass_nested.py	0	enum that should be reused with reuse-foreign strategy.	STRING
HIGH	tests/data/python/input_model/typeddict_nested.py	0	enum that should be reused with reuse-foreign strategy.	STRING
HIGH	tests/data/python/input_model/nested_models.py	0	enum that should be reused with reuse-foreign strategy.	STRING
HIGH	tests/data/expected/parser/graphql/union-commented.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	…sts/data/expected/parser/graphql/field-default-enum.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	tests/data/expected/parser/graphql/no_typename.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	…sts/data/expected/parser/graphql/collection_options.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	…expected/parser/graphql/collection_options_generate.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	tests/data/expected/parser/graphql/union_with_prefix.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	tests/data/expected/parser/graphql/union-aliased-bug.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	…ta/expected/skills/datamodel-code-generator/graphql.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	…ta/expected/main/graphql/union_description_cr_py312.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	tests/data/expected/main/graphql/additional_imports.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	tests/data/expected/main/graphql/interface_mro.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	…xpected/main/graphql/pydantic_v2_empty_list_default.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	tests/data/expected/main/graphql/custom_formatters.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	tests/data/expected/main/graphql/enums.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	tests/data/expected/main/graphql/empty_list_default.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	…/data/expected/main/graphql/union_class_name_prefix.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	…ed/main/graphql/simple_star_wars_extra_fields_allow.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	…sts/data/expected/main/graphql/enums_no_specialized.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	tests/data/expected/main/graphql/simple_star_wars.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	…d/main/graphql/simple_star_wars_dataclass_arguments.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	…ected/main/graphql/union_description_cr_pydantic_v2.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	…ta/expected/main/graphql/simple_star_wars_dataclass.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	…n/graphql/graphql_serialization_aliases_pydantic_v2.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	…expected/main/graphql/enums_ignore_enum_constraints.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	…ed/main/graphql/default_values_required_use_default.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	tests/data/expected/main/graphql/field_default_enum.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	tests/data/expected/main/graphql/no_typename.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
HIGH	…ata/expected/main/graphql/different_types_of_fields.py	0	the `boolean` scalar type represents `true` or `false`.	STRING
142 more matches not shown…

Cross-Language Confusion37 hits · 204 pts

Severity	File	Line	Snippet	Context
HIGH	tests/test_remote_lock.py	695	('{"version":1,"resources":[null]}', "each resource must be an object"),	CODE
HIGH⚡	tests/test_build_release_benchmark_docs_script.py	441	'{"releases": [null, {"version": "", "uploaded_at": "2026-06-19T00:00:00Z"}]}',	CODE
HIGH	tests/test_build_release_benchmark_docs_script.py	476	non_object_entry.write_text('{"schema_version": 1, "metadata": {}, "entries": [null]}', encoding="utf-8")	CODE
HIGH	tests/parser/test_schema_version.py	433	"null": {"default": Types.null},	CODE
HIGH	tests/parser/test_schema_version.py	504	"null": {"default": Types.null},	CODE
HIGH	tests/model/test_dataclass_ordering.py	133	assert DataModel.FIELD_DEFAULT_CLASSIFIER(undefined) == (False, False)	CODE
HIGH	tests/main/openapi/test_main_openapi.py	2913	valid_json='{"requiredNullable": null, "nullableUnrequired": null}',	CODE
HIGH	tests/main/openapi/test_main_openapi.py	4094	valid_json='{"metadataOnly": null, "newRequired": 1}',	CODE
HIGH	tests/main/payload_validation/conformance.py	391	"OpenAPI msgspec full-matrix coverage remains representative until backend-specific enum, null, "	CODE
HIGH⚡	tests/main/jsonschema/test_main_jsonschema.py	1060	valid_json='{"required": 1, "requiredNullable": null, "nullableUnrequired": null}',	CODE
HIGH⚡	tests/main/jsonschema/test_main_jsonschema.py	1061	invalid_json='{"required": 1, "requiredNullable": null, "unrequired": null}',	CODE
HIGH⚡	tests/main/jsonschema/test_main_jsonschema.py	5602	invalid_json=('{"direct":[],"textOrList":[],"nullablePattern":{"name":null},"options":[{"name":""}]}'),	CODE
HIGH⚡	tests/main/jsonschema/test_main_jsonschema.py	5607	('{"direct":["a","b","c"],"textOrList":[],"nullablePattern":{"name":null},"options":[{"name":""}]}'),	CODE
HIGH⚡	tests/main/jsonschema/test_main_jsonschema.py	5611	'{"direct":"","textOrList":[],"nullablePattern":{"name":null},"options":[{"name":[]}]}',	CODE
HIGH⚡	tests/main/jsonschema/test_main_jsonschema.py	5615	'{"direct":"","textOrList":[],"nullablePattern":{"name":null},"options":[{"name":1}]}',	CODE
HIGH⚡	tests/main/jsonschema/test_main_jsonschema.py	5619	'{"direct":"","textOrList":"x","nullablePattern":{"name":null},"options":[{"name":""}]}',	CODE
HIGH⚡	tests/main/jsonschema/test_main_jsonschema.py	5623	'{"direct":"","textOrList":[],"nullablePattern":{"name":null},"options":[]}',	CODE
HIGH	tests/main/jsonschema/test_main_jsonschema.py	5589	'{"direct":"","textOrList":[],"nullablePattern":{"name":null},'	CODE
HIGH	tests/main/jsonschema/test_main_jsonschema.py	5689	invalid_json=('{"direct":[],"textOrList":[],"nullablePattern":{"name":null},"options":[{"name":""}]}'),	CODE
HIGH	tests/main/jsonschema/test_main_jsonschema.py	6674	'"rootMap":{"ok":2},"nullableValueMap":{"nil":null,"ok":1},'	CODE
HIGH	tests/main/jsonschema/test_main_jsonschema.py	6677	'"nullableAllOfValueMap":{"nil":null,"ok":5},'	CODE
HIGH	tests/main/jsonschema/test_main_jsonschema.py	6796	'"nullableValueMap":{"nil":null,"ok":1}',	CODE
HIGH	tests/main/jsonschema/test_main_jsonschema.py	6816	'"nullableAllOfValueMap":{"nil":null,"ok":5}',	CODE
HIGH	tests/main/jsonschema/test_main_jsonschema.py	6885	'"nullableAllOfValueMap":{"nil":null,"ok":5}',	CODE
HIGH	tests/main/jsonschema/test_main_jsonschema.py	6904	'"nullableValueMap":{"nil":null,"ok":1}', '"nullableValueMap":null'	CODE
HIGH	tests/main/jsonschema/test_main_jsonschema.py	8144	invalid_json='{"type":"s3","value":null}',	CODE
HIGH	tests/main/jsonschema/test_main_jsonschema.py	8286	valid_json='{"name":"root","child":{"name":"leaf"},"empty":null}',	CODE
HIGH	tests/main/jsonschema/test_main_jsonschema.py	12418	invalid_json='{"values":null}',	CODE
HIGH	tests/main/jsonschema/test_main_jsonschema.py	15548	'"jsonValues":[true,1],"nested":[["first"]],"nullableAnyOf":null}'	CODE
HIGH	tests/main/jsonschema/test_main_jsonschema.py	15684	'"jsonValues":[true,1],"nested":[["first"]],"nullableAnyOf":null}'	CODE
HIGH	tests/main/jsonschema/test_main_jsonschema.py	6360	"""Test that type: [type, null] from $ref schema is propagated."""	STRING
HIGH	src/datamodel_code_generator/parser/schema_version.py	659	"null": {"default": Types.null},	CODE
HIGH⚡	src/datamodel_code_generator/parser/jsonschema.py	1856	return self.data_type_manager.get_data_type(Types.null)	CODE
HIGH	src/datamodel_code_generator/parser/jsonschema.py	2943	else self.data_type_manager.get_data_type(Types.null)	CODE
HIGH	src/datamodel_code_generator/parser/jsonschema.py	9344	data_types.append(self.data_type_manager.get_data_type(Types.null))	CODE
HIGH	src/datamodel_code_generator/parser/jsonschema.py	9464	return self.data_type_manager.get_data_type(Types.null)	CODE
HIGH	src/datamodel_code_generator/parser/jsonschema.py	9481	data_type=self.data_type_manager.get_data_type(Types.null),	CODE

Decorative Section Separators56 hits · 198 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	tests/test_input_model.py	811	# ============================================================================	COMMENT
MEDIUM⚡	tests/test_input_model.py	813	# ============================================================================	COMMENT
MEDIUM⚡	tests/test_input_model.py	919	# ============================================================================	COMMENT
MEDIUM⚡	tests/test_input_model.py	921	# ============================================================================	COMMENT
MEDIUM⚡	tests/test_input_model.py	991	# ============================================================================	COMMENT
MEDIUM⚡	tests/test_input_model.py	993	# ============================================================================	COMMENT
MEDIUM⚡	tests/test_input_model.py	1290	# ============================================================================	COMMENT
MEDIUM⚡	tests/test_input_model.py	1292	# ============================================================================	COMMENT
MEDIUM⚡	tests/test_input_model.py	1809	# ============================================================================	COMMENT
MEDIUM⚡	tests/test_input_model.py	1811	# ============================================================================	COMMENT
MEDIUM⚡	tests/parser/test_schema_version.py	1279	# =============================================================================	COMMENT
MEDIUM⚡	tests/parser/test_schema_version.py	1281	# =============================================================================	COMMENT
MEDIUM	tests/parser/test_schema_version.py	1087	# =============================================================================	COMMENT
MEDIUM	tests/parser/test_schema_version.py	1089	# =============================================================================	COMMENT
MEDIUM	tests/parser/test_schema_version.py	1342	# =============================================================================	COMMENT
MEDIUM	tests/parser/test_schema_version.py	1344	# =============================================================================	COMMENT
MEDIUM	tests/main/test_performance.py	1234	# =============================================================================	COMMENT
MEDIUM	tests/main/test_performance.py	1237	# =============================================================================	COMMENT
MEDIUM	tests/data/openapi/type_alias_recursive.yaml	10	# ----------------------------------------------------------------	COMMENT
MEDIUM	tests/data/openapi/type_alias_recursive.yaml	12	# ----------------------------------------------------------------	COMMENT
MEDIUM	tests/data/openapi/type_alias_recursive.yaml	57	# ----------------------------------------------------------------	COMMENT
MEDIUM	tests/data/openapi/type_alias_recursive.yaml	59	# ----------------------------------------------------------------	COMMENT
MEDIUM⚡	src/datamodel_code_generator/arguments.py	1342	# ======================================================================================	COMMENT
MEDIUM⚡	src/datamodel_code_generator/arguments.py	1344	# ======================================================================================	COMMENT
MEDIUM⚡	src/datamodel_code_generator/arguments.py	1353	# ======================================================================================	COMMENT
MEDIUM⚡	src/datamodel_code_generator/arguments.py	1355	# ======================================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/arguments.py	178	# ======================================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/arguments.py	180	# ======================================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/arguments.py	350	# ======================================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/arguments.py	352	# ======================================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/arguments.py	678	# ======================================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/arguments.py	680	# ======================================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/arguments.py	912	# ======================================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/arguments.py	914	# ======================================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/arguments.py	1097	# ======================================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/arguments.py	1099	# ======================================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/arguments.py	1258	# ======================================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/arguments.py	1260	# ======================================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/arguments.py	1318	# ======================================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/arguments.py	1320	# ======================================================================================	COMMENT
MEDIUM⚡	src/datamodel_code_generator/cli_options.py	887	# ==========================================================================	COMMENT
MEDIUM⚡	src/datamodel_code_generator/cli_options.py	889	# ==========================================================================	COMMENT
MEDIUM⚡	src/datamodel_code_generator/cli_options.py	891	# ==========================================================================	COMMENT
MEDIUM⚡	src/datamodel_code_generator/cli_options.py	893	# ==========================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/cli_options.py	166	# ==========================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/cli_options.py	168	# ==========================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/cli_options.py	182	# ==========================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/cli_options.py	184	# ==========================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/cli_options.py	434	# ==========================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/cli_options.py	436	# ==========================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/cli_options.py	497	# ==========================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/cli_options.py	499	# ==========================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/cli_options.py	700	# ==========================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/cli_options.py	702	# ==========================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/cli_options.py	839	# ==========================================================================	COMMENT
MEDIUM	src/datamodel_code_generator/cli_options.py	841	# ==========================================================================	COMMENT

Modern Structural Boilerplate184 hits · 184 pts

Severity	File	Line	Snippet	Context
LOW	tests/parser/conftest.py	7	__all__ = ["auto_freeze_time", "output_file"]	CODE
LOW	tests/main/test_dynamic_models.py	86	def _setup_and_clear_cache() -> None:	CODE
LOW	tests/main/payload_validation/__init__.py	46	__all__ = [	CODE
LOW⚡	tests/main/payload_validation/schema.py	282	def _set_default_openapi_object_type(schema: dict[str, Any]) -> None:	CODE
LOW⚡	tests/main/payload_validation/schema.py	291	def _set_discriminator_mapping_enum(schema: dict[str, Any], source_schema: dict[str, Any]) -> None:	CODE
LOW	tests/main/payload_validation/schema.py	444	def _set_discriminator_property_constraint(schema: dict[str, Any], property_name: str, tags: list[str]) -> None:	CODE
LOW	tests/main/payload_validation/schema.py	586	def _set_payload_format_enum(schema: dict[str, Any]) -> None:	CODE
LOW	tests/data/architecture_boundaries/shared/forbidden.py	3	__all__ = ["stable_toposort"]	CODE
LOW	tests/data/python/decimal_compat.py	7	__all__ = ["Decimal"]	CODE
LOW	…on/custom_formatters/sibling_watch_package/__init__.py	4	__all__ = ["CodeFormatter"]	CODE
LOW	…tom_formatters/transactional_watch_package/__init__.py	4	__all__ = ["REVISION", "CodeFormatter"]	CODE
LOW	…thon/custom_formatters/stale_watch_package/__init__.py	4	__all__ = ["CodeFormatter"]	CODE
LOW	…m_formatters/stale_watch_package/package_refactored.py	3	__all__ = ["CodeFormatter"]	CODE
LOW	…napi_parser_parse_modular_pydantic_v2_ruff/__init__.py	5	__all__ = ["DifferentTea", "Error", "Id", "OptionalModel", "Result", "Source"]	CODE
LOW	…_parser_parse_modular_pydantic_v2_ruff/foo/__init__.py	5	__all__ = ["Cocoa", "Tea"]	CODE
LOW	…pi_parser_parse_modular_pydantic_v2_ruff/nested/foo.py	6	__all__ = ["ListModel", "Tea", "TeaClone"]	CODE
LOW	…arser/openapi/openapi_parser_parse_modular/__init__.py	3	__all__ = ["DifferentTea", "Error", "Id", "OptionalModel", "Result", "Source"]	CODE
LOW	…r/openapi/openapi_parser_parse_modular/foo/__init__.py	3	__all__ = ["Cocoa", "Tea"]	CODE
LOW	…ser/openapi/openapi_parser_parse_modular/nested/foo.py	5	__all__ = ["ListModel", "Tea", "TeaClone"]	CODE
LOW	…/datamodel-code-generator/directory_output/__init__.py	8	__all__ = [	CODE
LOW	tests/data/expected/main_kr/main_modular/__init__.py	7	__all__ = ["DifferentTea", "Error", "Id", "Optional", "Result", "Source"]	CODE
LOW	…sts/data/expected/main_kr/main_modular/foo/__init__.py	7	__all__ = ["Cocoa", "Tea"]	CODE
LOW	tests/data/expected/main_kr/main_modular/nested/foo.py	9	__all__ = ["List", "Tea", "TeaClone"]	CODE
LOW	…s/data/expected/main_kr/main_modular_no_file/output.py	7	__all__ = ["DifferentTea", "Error", "Id", "Optional", "Result", "Source"]	CODE
LOW	…s/data/expected/main_kr/main_modular_no_file/output.py	140	__all__ = ["Cocoa", "Tea"]	CODE
LOW	…s/data/expected/main_kr/main_modular_no_file/output.py	210	__all__ = ["List", "Tea", "TeaClone"]	CODE
LOW	tests/data/expected/main_kr/jobs/modular_init.py	6	__all__ = ["DifferentTea", "Error", "Id", "Optional", "Result", "Source"]	CODE
LOW	…api/modular_all_exports_children_docstring/__init__.py	11	__all__ = ["DifferentTea", "Error", "Id", "Optional", "Result", "Source"]	CODE
LOW	…modular_all_exports_children_docstring/foo/__init__.py	11	__all__ = ["Cocoa", "Tea"]	CODE
LOW	…modular_all_exports_children_docstring/woo/__init__.py	11	__all__ = [	CODE
LOW	…i/modular_all_exports_children_docstring/nested/foo.py	13	__all__ = ["List", "Tea", "TeaClone"]	CODE
LOW	…/main/openapi/no_use_type_checking_imports/__init__.py	6	__all__ = ["DifferentTea", "Error", "Id", "Optional", "Result", "Source"]	CODE
LOW	…n/openapi/no_use_type_checking_imports/foo/__init__.py	6	__all__ = ["Cocoa", "Tea"]	CODE
LOW	…ain/openapi/no_use_type_checking_imports/nested/foo.py	6	__all__ = ["List", "Tea", "TeaClone"]	CODE
LOW	…expected/main/openapi/all_exports_no_child/__init__.py	8	__all__ = [	CODE
LOW	…expected/main/openapi/modular_info_version/__init__.py	10	__all__ = ["DifferentTea", "Error", "Id", "Optional", "Result", "Source"]	CODE
LOW	…neric_container_types_standard_collections/__init__.py	7	__all__ = ["DifferentTea", "Error", "Id", "Optional", "Result", "Source"]	CODE
LOW	…c_container_types_standard_collections/foo/__init__.py	7	__all__ = ["Cocoa", "Tea"]	CODE
LOW	…ric_container_types_standard_collections/nested/foo.py	9	__all__ = ["List", "Tea", "TeaClone"]	CODE
LOW	…penapi/circular_imports_different_prefixes/__init__.py	7	__all__ = ["Root"]	CODE
LOW	…penapi/circular_imports_different_prefixes/beta/sub.py	7	__all__ = ["Model"]	CODE
LOW	…enapi/circular_imports_different_prefixes/gamma/sub.py	7	__all__ = ["Model"]	CODE
LOW	…enapi/circular_imports_different_prefixes/alpha/sub.py	7	__all__ = ["Model"]	CODE
LOW	…_pydantic_ruff_defaults_to_runtime_imports/__init__.py	8	__all__ = ["DifferentTea", "Error", "Id", "Optional", "Result", "Source"]	CODE
LOW	…antic_ruff_defaults_to_runtime_imports/foo/__init__.py	8	__all__ = ["Cocoa", "Tea"]	CODE
LOW	…ydantic_ruff_defaults_to_runtime_imports/nested/foo.py	9	__all__ = ["List", "Tea", "TeaClone"]	CODE
LOW	…main/openapi/all_exports_with_local_models/__init__.py	8	__all__ = [	CODE
LOW	…/openapi/all_exports_with_local_models/pkg/__init__.py	10	__all__ = [	CODE
LOW	…format_code_fallback_on_error_init_exports/__init__.py	6	__all__ = ["DifferentTea", "Error", "Id", "Optional", "Result", "Source"]	CODE
LOW	…at_code_fallback_on_error_init_exports/foo/__init__.py	6	__all__ = ["Cocoa", "Tea"]	CODE
LOW	…at_code_fallback_on_error_init_exports/woo/__init__.py	9	__all__ = [	CODE
LOW	…rmat_code_fallback_on_error_init_exports/nested/foo.py	6	__all__ = ["List", "Tea", "TeaClone"]	CODE
LOW	…main/openapi/all_exports_collision_success/__init__.py	9	__all__ = [	CODE
LOW	…ted/main/openapi/modular_custom_class_name/__init__.py	14	__all__ = [	CODE
LOW	…main/openapi/modular_custom_class_name/foo/__init__.py	7	__all__ = ["CustomCocoa", "CustomTea"]	CODE
LOW	…d/main/openapi/modular_custom_class_name/nested/foo.py	9	__all__ = ["CustomList", "CustomTea", "CustomTeaClone"]	CODE
LOW	…in/openapi/circular_imports_mixed_prefixes/__init__.py	7	__all__ = ["Root"]	CODE
LOW	…ain/openapi/circular_imports_mixed_prefixes/other/x.py	7	__all__ = ["Model"]	CODE
LOW	…in/openapi/circular_imports_mixed_prefixes/common/a.py	7	__all__ = ["Model"]	CODE
LOW	…in/openapi/circular_imports_mixed_prefixes/common/c.py	7	__all__ = ["Model"]	CODE
124 more matches not shown…

Excessive Try-Catch Wrapping126 hits · 171 pts

Severity	File	Line	Snippet	Context
LOW	tests/conftest.py	1299	except Exception as e: # pragma: no cover	CODE
LOW	tests/test_infer_input_type.py	49	except Exception as exc:	CODE
LOW	tests/main/test_cli_fast_paths.py	685	except Exception as exc:	CODE
MEDIUM	tests/main/conftest.py	1262	def _get_concurrent_interpreters_module() -> Any \| None:	CODE
LOW	tests/main/conftest.py	1300	except Exception as exception:	STRING
LOW	tests/main/conftest.py	1317	except Exception as exception: # pragma: no cover	STRING
LOW	tests/main/payload_validation/codegen.py	87	except Exception as exception:	CODE
LOW	tests/main/payload_validation/codegen.py	162	except Exception as exc:	CODE
LOW	tests/main/payload_validation/codegen.py	193	except Exception as exc:	CODE
LOW⚡	…/expected/main/jsonschema/unique_items_inline_paths.py	283	except Exception: # noqa: BLE001	CODE
LOW⚡	…/expected/main/jsonschema/unique_items_inline_paths.py	290	except Exception: # noqa: BLE001	CODE
LOW⚡	…pected/main/jsonschema/unique_items_union_enum_root.py	211	except Exception: # noqa: BLE001	CODE
LOW⚡	…pected/main/jsonschema/unique_items_union_enum_root.py	218	except Exception: # noqa: BLE001	CODE
LOW⚡	…hema/unique_items_variant_root_alias_use_type_alias.py	234	except Exception: # noqa: BLE001	CODE
LOW⚡	…hema/unique_items_variant_root_alias_use_type_alias.py	241	except Exception: # noqa: BLE001	CODE
LOW⚡	…n/jsonschema/unique_items_property_alias_population.py	210	except Exception: # noqa: BLE001	CODE
LOW⚡	…n/jsonschema/unique_items_property_alias_population.py	217	except Exception: # noqa: BLE001	CODE
LOW⚡	…cted/main/jsonschema/unique_items_schema_validators.py	210	except Exception: # noqa: BLE001	CODE
LOW⚡	…cted/main/jsonschema/unique_items_schema_validators.py	217	except Exception: # noqa: BLE001	CODE
LOW⚡	…ted/main/jsonschema/unique_items_additional_aliases.py	233	except Exception: # noqa: BLE001	CODE
LOW⚡	…ted/main/jsonschema/unique_items_additional_aliases.py	240	except Exception: # noqa: BLE001	CODE
LOW⚡	…main/jsonschema/unique_items_union_ref_sibling_2020.py	210	except Exception: # noqa: BLE001	CODE
LOW⚡	…main/jsonschema/unique_items_union_ref_sibling_2020.py	217	except Exception: # noqa: BLE001	CODE
LOW⚡	…_items_property_alias_serialization_alias_generator.py	211	except Exception: # noqa: BLE001	CODE
LOW⚡	…_items_property_alias_serialization_alias_generator.py	218	except Exception: # noqa: BLE001	CODE
LOW⚡	…chema/unique_items_additional_aliases_serialization.py	234	except Exception: # noqa: BLE001	CODE
LOW⚡	…chema/unique_items_additional_aliases_serialization.py	241	except Exception: # noqa: BLE001	CODE
LOW⚡	…expected/main/jsonschema/unique_items_allof_mapping.py	283	except Exception: # noqa: BLE001	CODE
LOW⚡	…expected/main/jsonschema/unique_items_allof_mapping.py	290	except Exception: # noqa: BLE001	CODE
LOW⚡	…ted/main/jsonschema/unique_items_variant_additional.py	233	except Exception: # noqa: BLE001	CODE
LOW⚡	…ted/main/jsonschema/unique_items_variant_additional.py	240	except Exception: # noqa: BLE001	CODE
LOW⚡	…ain/jsonschema/unique_items_draft7_additional_items.py	210	except Exception: # noqa: BLE001	CODE
LOW⚡	…ain/jsonschema/unique_items_draft7_additional_items.py	217	except Exception: # noqa: BLE001	CODE
LOW⚡	…/expected/main/jsonschema/unique_items_const_draft6.py	210	except Exception: # noqa: BLE001	CODE
LOW⚡	…/expected/main/jsonschema/unique_items_const_draft6.py	217	except Exception: # noqa: BLE001	CODE
LOW⚡	…d/main/jsonschema/unique_items_union_mapping_shapes.py	211	except Exception: # noqa: BLE001	CODE
LOW⚡	…d/main/jsonschema/unique_items_union_mapping_shapes.py	218	except Exception: # noqa: BLE001	CODE
LOW⚡	…main/jsonschema/unique_items_union_ref_mapping_root.py	210	except Exception: # noqa: BLE001	CODE
LOW⚡	…main/jsonschema/unique_items_union_ref_mapping_root.py	217	except Exception: # noqa: BLE001	CODE
LOW⚡	…cted/main/jsonschema/unique_items_variant_ownership.py	210	except Exception: # noqa: BLE001	CODE
LOW⚡	…cted/main/jsonschema/unique_items_variant_ownership.py	217	except Exception: # noqa: BLE001	CODE
LOW⚡	…ected/main/jsonschema/unique_items_union_const_root.py	210	except Exception: # noqa: BLE001	CODE
LOW⚡	…ected/main/jsonschema/unique_items_union_const_root.py	217	except Exception: # noqa: BLE001	CODE
LOW⚡	…ed/main/jsonschema/unique_items_prefix_items_draft7.py	210	except Exception: # noqa: BLE001	CODE
LOW⚡	…ed/main/jsonschema/unique_items_prefix_items_draft7.py	217	except Exception: # noqa: BLE001	CODE
LOW⚡	…sonschema/unique_items_property_alias_serialization.py	210	except Exception: # noqa: BLE001	CODE
LOW⚡	…sonschema/unique_items_property_alias_serialization.py	217	except Exception: # noqa: BLE001	CODE
LOW⚡	…cted/main/jsonschema/unique_items_union_ref_mapping.py	233	except Exception: # noqa: BLE001	CODE
LOW⚡	…cted/main/jsonschema/unique_items_union_ref_mapping.py	240	except Exception: # noqa: BLE001	CODE
LOW⚡	…xpected/main/jsonschema/unique_items_property_alias.py	210	except Exception: # noqa: BLE001	CODE
LOW⚡	…xpected/main/jsonschema/unique_items_property_alias.py	217	except Exception: # noqa: BLE001	CODE
LOW⚡	…_items_variant_root_alias_use_root_model_type_alias.py	233	except Exception: # noqa: BLE001	CODE
LOW⚡	…_items_variant_root_alias_use_root_model_type_alias.py	240	except Exception: # noqa: BLE001	CODE
LOW⚡	…cted/main/jsonschema/unique_items_prefix_items_2020.py	210	except Exception: # noqa: BLE001	CODE
LOW⚡	…cted/main/jsonschema/unique_items_prefix_items_2020.py	217	except Exception: # noqa: BLE001	CODE
LOW⚡	…chema/schema_validators_runtime_root_cross_module/a.py	212	except Exception: # noqa: BLE001	CODE
LOW⚡	…chema/schema_validators_runtime_root_cross_module/a.py	219	except Exception: # noqa: BLE001	CODE
LOW⚡	…rty_count_cross_module/external_core_required_child.py	248	except Exception: # noqa: BLE001	CODE
LOW⚡	…rty_count_cross_module/external_core_required_child.py	255	except Exception: # noqa: BLE001	CODE
LOW⚡	…erty_count_cross_module/external_core_unique_parent.py	210	except Exception: # noqa: BLE001	CODE
66 more matches not shown…

Deep Nesting202 hits · 154 pts

Severity	File	Line	Context
LOW	tests/conftest.py	193	CODE
LOW	tests/conftest.py	548	CODE
LOW	tests/main/conftest.py	843	CODE
LOW	tests/main/test_performance.py	1273	CODE
LOW	tests/main/test_payload_validation.py	542	CODE
LOW	tests/main/payload_validation/cases.py	67	CODE
LOW	tests/main/payload_validation/schema.py	127	CODE
LOW	…/expected/main/jsonschema/unique_items_inline_paths.py	24	CODE
LOW	…/expected/main/jsonschema/unique_items_inline_paths.py	80	CODE
LOW	…/expected/main/jsonschema/unique_items_inline_paths.py	140	CODE
LOW	…pected/main/jsonschema/unique_items_union_enum_root.py	68	CODE
LOW	…alidators_property_count_root_collapse_generic_base.py	30	CODE
LOW	…hema/unique_items_variant_root_alias_use_type_alias.py	31	CODE
LOW	…hema/unique_items_variant_root_alias_use_type_alias.py	91	CODE
LOW	…n/jsonschema/unique_items_property_alias_population.py	67	CODE
LOW	…cted/main/jsonschema/unique_items_schema_validators.py	67	CODE
LOW	…ted/main/jsonschema/unique_items_additional_aliases.py	30	CODE
LOW	…ted/main/jsonschema/unique_items_additional_aliases.py	90	CODE
LOW	…main/jsonschema/unique_items_union_ref_sibling_2020.py	67	CODE
LOW	…sts/data/expected/main/jsonschema/schema_validators.py	36	CODE
LOW	…_items_property_alias_serialization_alias_generator.py	68	CODE
LOW	…chema/unique_items_additional_aliases_serialization.py	31	CODE
LOW	…chema/unique_items_additional_aliases_serialization.py	91	CODE
LOW	…expected/main/jsonschema/unique_items_allof_mapping.py	24	CODE
LOW	…expected/main/jsonschema/unique_items_allof_mapping.py	80	CODE
LOW	…expected/main/jsonschema/unique_items_allof_mapping.py	140	CODE
LOW	…ted/main/jsonschema/unique_items_variant_additional.py	30	CODE
LOW	…ted/main/jsonschema/unique_items_variant_additional.py	90	CODE
LOW	…ain/jsonschema/unique_items_draft7_additional_items.py	67	CODE
LOW	…/expected/main/jsonschema/unique_items_const_draft6.py	67	CODE
LOW	…d/main/jsonschema/unique_items_union_mapping_shapes.py	68	CODE
LOW	…hema/schema_validators_property_count_root_collapse.py	22	CODE
LOW	…main/jsonschema/unique_items_union_ref_mapping_root.py	67	CODE
LOW	…/main/jsonschema/empty_field_name_schema_validators.py	29	CODE
LOW	…ema/schema_validators_pattern_additional_properties.py	22	CODE
LOW	…cted/main/jsonschema/unique_items_variant_ownership.py	67	CODE
LOW	…ected/main/jsonschema/unique_items_union_const_root.py	67	CODE
LOW	…jsonschema/schema_validators_custom_base_class_name.py	22	CODE
LOW	…ed/main/jsonschema/unique_items_prefix_items_draft7.py	67	CODE
LOW	…sonschema/unique_items_property_alias_serialization.py	67	CODE
LOW	…rties_value_constraints_annotated_schema_validators.py	31	CODE
LOW	…cted/main/jsonschema/unique_items_union_ref_mapping.py	30	CODE
LOW	…cted/main/jsonschema/unique_items_union_ref_mapping.py	90	CODE
LOW	…xpected/main/jsonschema/unique_items_property_alias.py	67	CODE
LOW	…_items_variant_root_alias_use_root_model_type_alias.py	30	CODE
LOW	…_items_variant_root_alias_use_root_model_type_alias.py	90	CODE
LOW	…cted/main/jsonschema/unique_items_prefix_items_2020.py	67	CODE
LOW	…chema/schema_validators_runtime_root_cross_module/a.py	69	CODE
LOW	…rty_count_cross_module/external_core_pattern_parent.py	22	CODE
LOW	…_validators_property_count_cross_module/core_parent.py	22	CODE
LOW	…lidators_property_count_cross_module/property_child.py	24	CODE
LOW	…a_validators_property_count_cross_module/core_child.py	24	CODE
LOW	…rty_count_cross_module/external_core_required_child.py	105	CODE
LOW	…erty_count_cross_module/external_core_unique_parent.py	67	CODE
LOW	…perty_count_cross_module/external_core_unique_child.py	26	CODE
LOW	…perty_count_cross_module/external_core_unique_child.py	82	CODE
LOW	…perty_count_cross_module/external_core_unique_child.py	142	CODE
LOW	…erty_count_cross_module/external_core_pattern_child.py	26	CODE
LOW	…erty_count_cross_module/external_core_pattern_child.py	120	CODE
LOW	…_count_cross_module/external_core_conditional_child.py	91	CODE
142 more matches not shown…

Over-Commented Block153 hits · 153 pts

Severity	File	Line	Snippet	Context
LOW	tests/data/custom_file_header.txt	1	# multiline custom ;	COMMENT
LOW	tests/data/custom_file_header_comments_only.txt	1	# Just a comment	COMMENT
LOW	tests/data/custom_file_header_fast_path.txt	1	# Header comment containing """quotes""" and a semicolon;	COMMENT
LOW	tests/data/expected/http/public_remote_module_init.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…sts/data/expected/main_kr/main_modular/woo/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…/data/expected/main_kr/main_modular/nested/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…enapi/usable_identical_invalid_dotted_models_stdout.py	21	# generated by datamodel-codegen:	COMMENT
LOW	…enapi/usable_collapsed_invalid_dotted_models_stdout.py	21	# generated by datamodel-codegen:	COMMENT
LOW	…ain/openapi/nested_package_enum_default/io/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…api/nested_package_enum_default/io/example/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…nested_package_enum_default/io/example/api/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…n/openapi/no_use_type_checking_imports/woo/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…penapi/no_use_type_checking_imports/nested/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…/openapi/all_exports_no_child/parent/child/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…openapi/module_class_name_collision_deep/A/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…c_container_types_standard_collections/woo/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…ontainer_types_standard_collections/nested/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…i/circular_imports_different_prefixes/beta/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…/circular_imports_different_prefixes/gamma/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…/circular_imports_different_prefixes/alpha/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…antic_ruff_defaults_to_runtime_imports/woo/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…ic_ruff_defaults_to_runtime_imports/nested/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…code_fallback_on_error_init_exports/nested/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…enapi/serialize_as_any_module_import_alias/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…main/openapi/modular_custom_class_name/woo/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…n/openapi/modular_custom_class_name/nested/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…_class_name_collision_deep_exact_imports/A/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…napi/circular_imports_mixed_prefixes/other/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…api/circular_imports_mixed_prefixes/common/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…enapi/external_relative_ref/module_openapi/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…ternal_relative_ref/module_openapi/modules/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…rsive_collision_avoided_by_renaming/nested/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…pected/main/openapi/modular_typed_dict/woo/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…ted/main/openapi/modular_typed_dict/nested/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…r_all_exports_recursive_full_prefix/nested/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…ected/main/openapi/modular_reuse_model/woo/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…ed/main/openapi/modular_reuse_model/nested/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…penapi/modular_all_exports_children/nested/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…/expected/main/openapi/namespace_subns_ref/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…in/openapi/use_generic_container_types/woo/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…openapi/use_generic_container_types/nested/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…sts/data/expected/main/openapi/modular/woo/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…/data/expected/main/openapi/modular/nested/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…enapi/modular_all_exports_recursive/nested/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…main/openapi/dot_notation_deep_inheritance/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…imports_for_multi_module_pydantic_ruff/woo/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…orts_for_multi_module_pydantic_ruff/nested/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…/main/openapi/use_standard_collections/woo/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…in/openapi/use_standard_collections/nested/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…cted/main/openapi/dot_notation_inheritance/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…i/dot_notation_root_package_inheritance/v0/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…pected/main/malformed/cross_file_empty_ref/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…/main/jsonschema/reuse_type_overrides_tree/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…ta/expected/main/jsonschema/non_dict_files/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…/expected/main/jsonschema/treat_dot_single/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…pected/main/jsonschema/treat_dot_single/v0/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…cted/main/jsonschema/treat_dot_single/v0/0/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…d/main/jsonschema/treat_dot_single/v0/0/39/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…ma/use_generic_base_class_deep_inheritance/__init__.py	1	# generated by datamodel-codegen:	COMMENT
LOW	…main/jsonschema/reuse_scope_tree_typeddict/__init__.py	1	# generated by datamodel-codegen:	COMMENT
93 more matches not shown…

AI Structural Patterns74 hits · 66 pts

Severity	File	Line	Context
LOW	tests/conftest.py	1046	CODE
LOW	tests/main/conftest.py	622	CODE
LOW	tests/main/conftest.py	843	CODE
LOW	tests/main/test_public_api_signature_baseline.py	263	CODE
LOW	tests/main/test_public_api_signature_baseline.py	446	CODE
LOW	tests/main/test_public_api_signature_baseline.py	483	CODE
LOW	tests/main/test_public_api_signature_baseline.py	632	CODE
LOW	…ead_only_write_only_variant_graph_schema_validators.py	18	CODE
LOW	…/expected/main/jsonschema/unique_items_inline_paths.py	21	CODE
LOW	…pected/main/jsonschema/unique_items_union_enum_root.py	19	CODE
LOW	…alidators_property_count_root_collapse_generic_base.py	27	CODE
LOW	…hema/unique_items_variant_root_alias_use_type_alias.py	20	CODE
LOW	…n/jsonschema/unique_items_property_alias_population.py	18	CODE
LOW	…cted/main/jsonschema/unique_items_schema_validators.py	18	CODE
LOW	…ted/main/jsonschema/unique_items_additional_aliases.py	19	CODE
LOW	…main/jsonschema/unique_items_union_ref_sibling_2020.py	18	CODE
LOW	…sts/data/expected/main/jsonschema/schema_validators.py	33	CODE
LOW	…_items_property_alias_serialization_alias_generator.py	19	CODE
LOW	…chema/unique_items_additional_aliases_serialization.py	20	CODE
LOW	…expected/main/jsonschema/unique_items_allof_mapping.py	21	CODE
LOW	…ted/main/jsonschema/unique_items_variant_additional.py	19	CODE
LOW	…ain/jsonschema/unique_items_draft7_additional_items.py	18	CODE
LOW	…ed/main/jsonschema/schema_validators_property_count.py	28	CODE
LOW	…/expected/main/jsonschema/unique_items_const_draft6.py	18	CODE
LOW	…d/main/jsonschema/unique_items_union_mapping_shapes.py	19	CODE
LOW	…hema/schema_validators_property_count_root_collapse.py	19	CODE
LOW	…main/jsonschema/unique_items_union_ref_mapping_root.py	18	CODE
LOW	…/main/jsonschema/empty_field_name_schema_validators.py	26	CODE
LOW	…ema/schema_validators_pattern_additional_properties.py	19	CODE
LOW	…cted/main/jsonschema/unique_items_variant_ownership.py	18	CODE
LOW	…ected/main/jsonschema/unique_items_union_const_root.py	18	CODE
LOW	…jsonschema/schema_validators_custom_base_class_name.py	19	CODE
LOW	…ed/main/jsonschema/unique_items_prefix_items_draft7.py	18	CODE
LOW	…sonschema/unique_items_property_alias_serialization.py	18	CODE
LOW	…rties_value_constraints_annotated_schema_validators.py	28	CODE
LOW	…cted/main/jsonschema/unique_items_union_ref_mapping.py	19	CODE
LOW	…xpected/main/jsonschema/unique_items_property_alias.py	18	CODE
LOW	…_items_variant_root_alias_use_root_model_type_alias.py	19	CODE
LOW	…cted/main/jsonschema/unique_items_prefix_items_2020.py	18	CODE
LOW	…chema/schema_validators_runtime_root_cross_module/a.py	20	CODE
LOW	…rty_count_cross_module/external_core_pattern_parent.py	19	CODE
LOW	…_validators_property_count_cross_module/core_parent.py	19	CODE
LOW	…tors_property_count_cross_module/conditional_parent.py	18	CODE
LOW	…lidators_property_count_cross_module/property_child.py	21	CODE
LOW	…a_validators_property_count_cross_module/core_child.py	21	CODE
LOW	…rty_count_cross_module/external_core_required_child.py	30	CODE
LOW	…erty_count_cross_module/external_core_unique_parent.py	18	CODE
LOW	…perty_count_cross_module/external_core_unique_child.py	23	CODE
LOW	…erty_count_cross_module/external_core_pattern_child.py	23	CODE
LOW	…_count_cross_module/external_core_conditional_child.py	22	CODE
LOW	…idators_property_count_cross_module/required_parent.py	28	CODE
LOW	…rty_count_cross_module_generic_base/required_parent.py	35	CODE
LOW	src/datamodel_code_generator/format.py	518	CODE
LOW	src/datamodel_code_generator/types.py	1217	CODE
LOW	src/datamodel_code_generator/http.py	1090	CODE
LOW	src/datamodel_code_generator/reference.py	290	CODE
LOW	src/datamodel_code_generator/reference.py	613	CODE
LOW	src/datamodel_code_generator/reference.py	1328	CODE
LOW	src/datamodel_code_generator/__main__.py	2663	CODE
LOW	src/datamodel_code_generator/parser/base.py	5853	CODE
14 more matches not shown…

Fake / Example Data19 hits · 18 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/main/test_dynamic_models.py	731	"Person": {"name": "John", "address": {"street": "123 Main St", "city": "NYC"}},	CODE
LOW	…expected/dynamic_models/generated_code_validation.json	5	"street": "123 Main St",	CODE
LOW	…in_use_inline_field_description_with_example/output.py	14	examples=['John Doe'],	CODE
LOW	…in_use_inline_field_description_with_example/output.py	20	Example: 'John Doe'	STRING
LOW	…main_use_field_description_example_dataclass/output.py	14	Example: 'John Doe'	STRING
LOW	…in_use_inline_field_description_example_only/output.py	11	name: str \| None = Field(None, description='User name.', examples=['John Doe'])	CODE
LOW	…in_use_inline_field_description_example_only/output.py	13	Example: 'John Doe'	STRING
LOW	…xpected/main/jsonschema/external_files_in_directory.py	48	name: str = Field(..., examples=['John Doe'])	CODE
LOW	…n/jsonschema/use_union_operator/definitions/friends.py	16	name: str = Field(..., examples=['John Doe'])	CODE
LOW	…ain/jsonschema/nested_directory/definitions/friends.py	16	name: str = Field(..., examples=['John Doe'])	CODE
LOW	…a/jsonschema/single_line_description_with_example.json	9	"example": "John Doe"	CODE
LOW	…ata/jsonschema/multiline_description_with_example.json	9	"example": "John Doe"	CODE
LOW	tests/data/jsonschema/allof_class_hierarchy.json	115	"default": "123 Main St"	CODE
LOW	…a/external_files_in_directory/definitions/friends.json	10	"example": "John Doe"	CODE
LOW	docs/dynamic-model-generation.md	118	address={"street": "123 Main St", "city": "NYC"}	CODE
LOW	docs/dynamic-model-generation.md	121	# {'name': 'Bob', 'address': {'street': '123 Main St', 'city': 'NYC'}}	COMMENT
LOW	docs/cli-reference/field-customization.md	3804	"example": "John Doe"	CODE
LOW	docs/cli-reference/field-customization.md	3826	examples=['John Doe'],	CODE
LOW	docs/cli-reference/field-customization.md	3832	Example: 'John Doe'	STRING

Docstring Block Structure3 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	src/datamodel_code_generator/__init__.py	1752	Generate Python data models from schema definitions or structured data. This is the main entry point for code gener	STRING
HIGH	src/datamodel_code_generator/input_model.py	983	Load schema from a Python import path. Args: input_model: Import path in 'module.path:ObjectName' format	STRING
HIGH	src/datamodel_code_generator/parser/base.py	1206	Check if reference is in an ancestor package (__init__.py). When the reference's module path is an ancestor (prefix	STRING

Redundant / Tautological Comments8 hits · 13 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/parser/test_jsonschema.py	4875	# Set raw_obj to None to trigger exception in _load_ref_schema_object	COMMENT
LOW	scripts/build_schema_docs.py	8	python scripts/build_schema_docs.py --check # Check if docs are up to date	STRING
LOW	scripts/build_cli_docs.py	421	# Check if this line starts a new admonition	COMMENT
LOW	scripts/build_cli_docs.py	433	# Check if we're still in the admonition (indented content or empty line)	COMMENT
LOW	.github/workflows/release-draft.yaml	316	# Check if draft release exists (use jq to extract first draft tag safely)	COMMENT
LOW⚡	src/datamodel_code_generator/reference.py	1139	# Check if it's a direct child (not nested)	COMMENT
LOW⚡	src/datamodel_code_generator/reference.py	1155	# Check if this is an external reference (different file)	COMMENT
LOW	src/datamodel_code_generator/parser/base.py	3114	# Check if default list elements are hashable before converting type	COMMENT

Self-Referential Comments3 hits · 10 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/test_main_kr.py	4290	# Create a pyproject.toml with snake-case-field to demonstrate ignoring	COMMENT
MEDIUM⚡	tests/test_input_model.py	1853	# Create a GenericAlias with origin=list but args=() - hits line 365	COMMENT
MEDIUM	tests/test_types.py	435	# Create a shared DataType referenced by multiple parents	COMMENT

Structural Annotation Overuse4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	docs/development-contributing.md	143	### Step 1: Implement the option (Required)	COMMENT
LOW	docs/development-contributing.md	155	### Step 2: Add a test with documentation marker (Required)	COMMENT
LOW	docs/development-contributing.md	180	### Step 3: Categorize the option (Optional)	COMMENT
LOW	docs/development-contributing.md	194	### Step 4: Generate and verify documentation	COMMENT

Overly Generic Function Names4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/main/test_dynamic_models.py	823	("utils.py",): "def helper(): pass",	CODE
LOW	src/datamodel_code_generator/http.py	94	def handle_request(self, request: _HTTPTransportRequest) -> _HTTPResponse: ...	CODE
LOW	src/datamodel_code_generator/http.py	274	def handle_request(self, request: _HTTPCoreRequest) -> _HTTPCoreResponse: ...	CODE
LOW	src/datamodel_code_generator/http.py	629	def handle_request(self, request: _HTTPTransportRequest) -> _HTTPResponse:	CODE

AI Slop Vocabulary3 hits · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/model/dataclass/test_param.py	122	"""Test dataclass generation with kw_only=True only (comprehensive test)."""	STRING
MEDIUM	tests/main/openapi/test_main_openapi.py	8763	"""Apply both JSON Schema conditional branches from the comprehensive fixture."""	STRING
MEDIUM	scripts/benchmark_builtin_templates.py	72	"""Return a robust median per-call duration in microseconds."""	STRING

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/generate_changelog.sh	3	# Usage:	COMMENT

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings