bokeh/bokeh

119.7

Adjusted Score

119.7

Raw Score

100%

Time Factor

2026-07-14

Last Push

20.4K

Stars

TypeScript

Language

329.0K

Lines of Code

2.5K

Files

11.6K

Pattern Hits

2026-07-14

Scan Date

0.10

HC Hit Rate

What These Metrics Mean

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

Score History

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

Severity Breakdown

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

CRITICAL 12HIGH 235MEDIUM 8637LOW 2712

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 11596 distinct pattern matches across 19 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.

Decorative Section Separators8625 hits · 35633 pts

Severity	File	Line	Snippet	Context
MEDIUM	setup.py	1	#-----------------------------------------------------------------------------	COMMENT
MEDIUM	setup.py	6	#-----------------------------------------------------------------------------	COMMENT
MEDIUM	tests/conftest.py	1	#-----------------------------------------------------------------------------	COMMENT
MEDIUM	tests/conftest.py	6	#-----------------------------------------------------------------------------	COMMENT
MEDIUM	tests/__init__.py	1	#-----------------------------------------------------------------------------	COMMENT
MEDIUM	tests/__init__.py	7	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_bokehjs.py	1	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_bokehjs.py	6	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_bokehjs.py	8	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_bokehjs.py	10	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_bokehjs.py	15	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_bokehjs.py	17	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_bokehjs.py	23	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_bokehjs.py	25	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_bokehjs.py	27	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_bokehjs.py	29	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_bokehjs.py	42	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_bokehjs.py	44	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_bokehjs.py	46	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_bokehjs.py	48	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_bokehjs.py	50	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_bokehjs.py	52	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_cross.py	1	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_cross.py	6	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_cross.py	8	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_cross.py	10	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_cross.py	15	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_cross.py	17	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_cross.py	36	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_cross.py	38	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_cross.py	44	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_cross.py	46	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_cross.py	55	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_cross.py	57	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_cross.py	82	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_cross.py	84	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_cross.py	86	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_cross.py	88	#-----------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_cross.py	188	#-----------------------------------------------------------------------------	STRING
MEDIUM	tests/test_cross.py	190	#-----------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/test_examples.py	1	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_examples.py	6	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_examples.py	8	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_examples.py	10	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_examples.py	15	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_examples.py	17	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_examples.py	55	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_examples.py	57	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_examples.py	67	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_examples.py	69	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_examples.py	312	#-----------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/test_examples.py	314	#-----------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/test_examples.py	316	#-----------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/test_examples.py	318	#-----------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/test_examples.py	320	#-----------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/test_examples.py	322	#-----------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/test_defaults.py	1	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_defaults.py	6	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_defaults.py	8	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_defaults.py	10	#-----------------------------------------------------------------------------	COMMENT
8565 more matches not shown…

Hyper-Verbose Identifiers948 hits · 805 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/conftest.py	58	def pandas_nullable_constructor(obj) -> IntoDataFrame:	CODE
LOW⚡	tests/conftest.py	62	def pandas_pyarrow_constructor(obj) -> IntoDataFrame:	CODE
LOW⚡	tests/conftest.py	71	def pyarrow_table_constructor(obj) -> IntoDataFrame:	CODE
LOW⚡	tests/unit/bokeh/test_resources.py	68	def test_get_all_sri_versions_valid_format(self) -> None:	CODE
LOW⚡	tests/unit/bokeh/test_resources.py	74	def test_get_sri_hashes_for_standard_versions(self, v) -> None:	CODE
LOW⚡	tests/unit/bokeh/test_resources.py	84	def test_get_sri_hashes_for_weird_versions(self, v) -> None:	CODE
LOW	tests/unit/bokeh/test_resources.py	96	def test_get_sri_hashes_for_version_bad(self) -> None:	CODE
LOW	tests/unit/bokeh/test_resources.py	245	def test_server_root_url_empty(self) -> None:	CODE
LOW	tests/unit/bokeh/test_resources.py	260	def test_server_with_versioner(self) -> None:	CODE
LOW	tests/unit/bokeh/test_resources.py	344	def test_builtin_importable_with_env(self, monkeypatch: pytest.MonkeyPatch, env) -> None:	CODE
LOW	tests/unit/bokeh/test_resources.py	352	def test_render_js_cdn_release(self, monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW	tests/unit/bokeh/test_resources.py	369	def test_render_js_cdn_dev_release(self, v: str, monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW	tests/unit/bokeh/test_resources.py	380	def test_render_js_cdn_dev_local(self, monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW	tests/unit/bokeh/test_resources.py	412	def test_external_js_and_css_resource_embedding() -> None:	CODE
LOW	tests/unit/bokeh/test_resources.py	452	def test_external_js_and_css_resource_ordering() -> None:	CODE
LOW⚡	tests/unit/bokeh/test_palettes.py	30	def test_cmap_generator_function() -> None:	CODE
LOW⚡	tests/unit/bokeh/test_palettes.py	40	def test_all_palettes___palettes__() -> None:	CODE
LOW	tests/unit/bokeh/test_palettes.py	76	def test_varying_alpha_palette() -> None:	CODE
LOW⚡	tests/unit/bokeh/test_layouts__typing.py	33	def test_gridplot_typing_no_ncols() -> None:	CODE
LOW	tests/unit/bokeh/test_layouts__typing.py	48	def test_gridplot_typing_using_ncols() -> None:	CODE
LOW⚡	tests/unit/bokeh/test_typing.py	49	def mypy_test_figure_list_attr_splat() -> None:	CODE
LOW⚡	tests/unit/bokeh/test_themes.py	71	def test_construct_empty_theme_from_json(self) -> None:	STRING
LOW⚡	tests/unit/bokeh/test_themes.py	76	def test_construct_no_json_or_filename(self) -> None:	STRING
LOW⚡	tests/unit/bokeh/test_themes.py	81	def test_construct_json_and_filename(self) -> None:	STRING
LOW⚡	tests/unit/bokeh/test_themes.py	290	def test_setting_built_in_theme_obj(self) -> None:	STRING
LOW⚡	tests/unit/bokeh/test_themes.py	297	def test_setting_built_in_theme_str(self) -> None:	STRING
LOW⚡	tests/unit/bokeh/test_themes.py	304	def test_setting_built_in_theme_missing(self) -> None:	STRING
LOW⚡	tests/unit/bokeh/test_themes.py	311	def test_setting_built_in_theme_error(self) -> None:	STRING
LOW	tests/unit/bokeh/test_themes.py	60	def test_construct_empty_theme_from_file(self) -> None:	STRING
LOW	tests/unit/bokeh/test_themes.py	93	def test_construct_bad_class_props(self) -> None:	STRING
LOW	tests/unit/bokeh/test_themes.py	98	def test_construct_nonempty_theme_from_file(self) -> None:	STRING
LOW	tests/unit/bokeh/test_themes.py	140	def test_theming_a_model_via_base(self) -> None:	STRING
LOW	tests/unit/bokeh/test_themes.py	158	def test_subclass_theme_used_rather_than_base(self) -> None:	STRING
LOW	tests/unit/bokeh/test_themes.py	179	def test_theming_a_document_after_adding_root(self) -> None:	STRING
LOW	tests/unit/bokeh/test_themes.py	202	def test_theming_a_document_before_adding_root(self) -> None:	STRING
LOW	tests/unit/bokeh/test_themes.py	225	def test_setting_document_theme_to_none(self) -> None:	STRING
LOW	tests/unit/bokeh/test_themes.py	248	def _compare_dict_to_model_class_defaults(self, props, model_class):	STRING
LOW	tests/unit/bokeh/test_themes.py	260	def _compare_dict_to_model_defaults(self, props, model_name):	STRING
LOW	tests/unit/bokeh/test_themes.py	271	def test_default_theme_is_empty(self) -> None:	STRING
LOW⚡	tests/unit/bokeh/test_client_server.py	169	async def check_http_ok_socket_blocked(self, server, origin=None):	CODE
LOW⚡	tests/unit/bokeh/test_client_server.py	173	async def check_http_blocked_socket_blocked(self, server, origin=None):	CODE
LOW⚡	tests/unit/bokeh/test_client_server.py	177	async def test_allow_websocket_origin(self, ManagedServerLoop: MSL) -> None:	CODE
LOW⚡	tests/unit/bokeh/test_client_server.py	1040	def test_session_show_adds_obj_to_curdoc_if_necessary(m: MagicMock) -> None:	CODE
LOW	tests/unit/bokeh/test_client_server.py	90	def test_minimal_connect_and_disconnect(self, ManagedServerLoop: MSL) -> None:	CODE
LOW	tests/unit/bokeh/test_client_server.py	146	async def check_connect_session_fails(self, server, origin):	CODE
LOW	tests/unit/bokeh/test_client_server.py	388	def test_client_changes_go_to_server(self, ManagedServerLoop: MSL) -> None:	CODE
LOW	tests/unit/bokeh/test_client_server.py	436	def test_server_changes_go_to_client(self, ManagedServerLoop: MSL) -> None:	CODE
LOW	tests/unit/bokeh/test_client_server.py	474	def do_set_property_on_server():	CODE
LOW	tests/unit/bokeh/test_client_server.py	503	def test_client_session_timeout_async(self, ManagedServerLoop: MSL) -> None:	CODE
LOW	tests/unit/bokeh/test_client_server.py	535	def test_client_session_timeout_async_added_before_push(self, ManagedServerLoop: MSL) -> None:	CODE
LOW	tests/unit/bokeh/test_client_server.py	568	def test_server_session_timeout_async(self, ManagedServerLoop: MSL) -> None:	CODE
LOW	tests/unit/bokeh/test_client_server.py	603	def test_client_session_next_tick_async(self, ManagedServerLoop: MSL) -> None:	CODE
LOW	tests/unit/bokeh/test_client_server.py	635	def test_client_session_next_tick_async_added_before_push(self, ManagedServerLoop: MSL) -> None:	CODE
LOW	tests/unit/bokeh/test_client_server.py	668	def test_server_session_next_tick_async(self, ManagedServerLoop: MSL) -> None:	CODE
LOW	tests/unit/bokeh/test_client_server.py	703	def test_client_session_periodic_async(self, ManagedServerLoop: MSL) -> None:	CODE
LOW	tests/unit/bokeh/test_client_server.py	733	def test_client_session_periodic_async_added_before_push(self, ManagedServerLoop: MSL) -> None:	CODE
LOW	tests/unit/bokeh/test_client_server.py	764	def test_server_session_periodic_async(self, ManagedServerLoop: MSL) -> None:	CODE
LOW	tests/unit/bokeh/test_client_server.py	798	def test_lots_of_concurrent_messages(self, ManagedServerLoop: MSL) -> None:	CODE
LOW	tests/unit/bokeh/test_client_server.py	887	def test_client_changes_do_not_boomerang(monkeypatch: pytest.MonkeyPatch, ManagedServerLoop: MSL) -> None:	CODE
LOW	tests/unit/bokeh/test_client_server.py	933	def test_server_changes_do_not_boomerang(monkeypatch: pytest.MonkeyPatch, ManagedServerLoop: MSL) -> None:	CODE
888 more matches not shown…

Over-Commented Block777 hits · 720 pts

Severity	File	Line	Snippet	Context
LOW	tests/__init__.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/test_bokehjs.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/test_bokehjs.py	41		COMMENT
LOW	tests/test_cross.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/test_examples.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/test_examples.py	321	# Code	COMMENT
LOW	tests/test_defaults.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_resources.py	1	# -----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_palettes.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_layouts__typing.py	1	# -----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_layouts__typing.py	61		COMMENT
LOW	tests/unit/bokeh/test_transform.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_transform.py	301		COMMENT
LOW	tests/unit/bokeh/test___init__.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test___init__.py	101	@pytest.mark.skip	COMMENT
LOW	tests/unit/bokeh/test_driving.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_typing.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_typing.py	81		COMMENT
LOW	tests/unit/bokeh/test_themes.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_themes.py	321	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_client_server.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_server.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_server.py	61	# Private API	COMMENT
LOW	tests/unit/bokeh/test___main__.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test___main__.py	61	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_ext.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_events.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_events.py	421		COMMENT
LOW	tests/unit/bokeh/test_regressions.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_regressions.py	61	assert obj0.p0 == [obj1]	COMMENT
LOW	tests/unit/bokeh/test_objects.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_objects.py	601	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_layouts.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_settings.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_settings.py	441	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/test_validation.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/test_templates.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/test_templates.py	101	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/test_json_encoder.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/test_enums.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/test_enums.py	521	# Private API	COMMENT
LOW	tests/unit/bokeh/core/test_query.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/test_query.py	281	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/test_has_props.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/test_serialization.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/test_properties.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/test_properties.py	621	assert f.x == 30	COMMENT
LOW	…sts/unit/bokeh/core/property/test_string_properties.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	…sts/unit/bokeh/core/property/test_string_properties.py	81	# Dev API	COMMENT
LOW	tests/unit/bokeh/core/property/test_color__property.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/property/test_required.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/property/test_vectorization.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/property/test_vectorization.py	61	assert bcpv.expr(expr, transform=transform) == bcpv.Expr(expr=expr, transform=transform)	COMMENT
LOW	…ts/unit/bokeh/core/property/test_wrappers__property.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/property/test_primitive.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/property/test_visual.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/property/test_container.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/property/test_instance.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/property/test_instance.py	201	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/property/test_singletons.py	1	#-----------------------------------------------------------------------------	COMMENT
717 more matches not shown…

Unused Imports824 hits · 653 pts

Severity	File	Line	Context
LOW	setup.py	7	CODE
LOW	tests/conftest.py	7	CODE
LOW	tests/test_bokehjs.py	11	CODE
LOW	tests/test_cross.py	11	CODE
LOW	tests/test_examples.py	11	CODE
LOW	tests/test_defaults.py	11	CODE
LOW	tests/unit/bokeh/test_resources.py	11	CODE
LOW	tests/unit/bokeh/test_palettes.py	11	CODE
LOW	tests/unit/bokeh/test_transform.py	11	CODE
LOW	tests/unit/bokeh/test___init__.py	11	CODE
LOW	tests/unit/bokeh/test_driving.py	11	CODE
LOW	tests/unit/bokeh/test_typing.py	24	CODE
LOW	tests/unit/bokeh/test_themes.py	11	CODE
LOW	tests/unit/bokeh/test_client_server.py	11	CODE
LOW	tests/unit/bokeh/test_server.py	11	CODE
LOW	tests/unit/bokeh/test___main__.py	11	CODE
LOW	tests/unit/bokeh/test_ext.py	11	CODE
LOW	tests/unit/bokeh/test_events.py	11	CODE
LOW	tests/unit/bokeh/test_regressions.py	11	CODE
LOW	tests/unit/bokeh/test_objects.py	11	CODE
LOW	tests/unit/bokeh/test_layouts.py	11	CODE
LOW	tests/unit/bokeh/test_settings.py	11	CODE
LOW	tests/unit/bokeh/core/test_validation.py	11	CODE
LOW	tests/unit/bokeh/core/test_templates.py	11	CODE
LOW	tests/unit/bokeh/core/test_json_encoder.py	11	CODE
LOW	tests/unit/bokeh/core/test_enums.py	11	CODE
LOW	tests/unit/bokeh/core/test_query.py	11	CODE
LOW	tests/unit/bokeh/core/test_has_props.py	11	CODE
LOW	tests/unit/bokeh/core/test_serialization.py	11	CODE
LOW	tests/unit/bokeh/core/test_properties.py	11	CODE
LOW	…sts/unit/bokeh/core/property/test_string_properties.py	11	CODE
LOW	tests/unit/bokeh/core/property/test_color__property.py	11	CODE
LOW	tests/unit/bokeh/core/property/test_required.py	11	CODE
LOW	tests/unit/bokeh/core/property/test_vectorization.py	11	CODE
LOW	…ts/unit/bokeh/core/property/test_wrappers__property.py	11	CODE
LOW	tests/unit/bokeh/core/property/test_primitive.py	11	CODE
LOW	tests/unit/bokeh/core/property/test_visual.py	11	CODE
LOW	tests/unit/bokeh/core/property/test_container.py	11	CODE
LOW	tests/unit/bokeh/core/property/test_instance.py	11	CODE
LOW	tests/unit/bokeh/core/property/test_singletons.py	11	CODE
LOW	tests/unit/bokeh/core/property/test_struct.py	11	CODE
LOW	tests/unit/bokeh/core/property/test_data_frame.py	11	CODE
LOW	tests/unit/bokeh/core/property/test_data_class.py	11	CODE
LOW	tests/unit/bokeh/core/property/test_bases.py	11	CODE
LOW	tests/unit/bokeh/core/property/test_nullable.py	11	CODE
LOW	tests/unit/bokeh/core/property/test_constraints.py	11	CODE
LOW	tests/unit/bokeh/core/property/test_numeric.py	11	CODE
LOW	tests/unit/bokeh/core/property/test_include.py	11	CODE
LOW	tests/unit/bokeh/core/property/_util_property.py	11	CODE
LOW	tests/unit/bokeh/core/property/test_any.py	11	CODE
LOW	tests/unit/bokeh/core/property/test_datetime.py	11	CODE
LOW	tests/unit/bokeh/core/property/test_dataspec.py	11	CODE
LOW	…/unit/bokeh/core/property/test_validation__property.py	11	CODE
LOW	tests/unit/bokeh/core/property/test_either.py	11	CODE
LOW	…sts/unit/bokeh/core/property/test___init___property.py	11	CODE
LOW	…ts/unit/bokeh/core/property/test_descriptor_factory.py	11	CODE
LOW	tests/unit/bokeh/core/property/test_aliases.py	11	CODE
LOW	tests/unit/bokeh/core/property/test_alias.py	11	CODE
LOW	tests/unit/bokeh/core/property/test_override.py	11	CODE
LOW	tests/unit/bokeh/core/property/test_json__property.py	11	CODE
764 more matches not shown…

Cross-Language Confusion70 hits · 405 pts

Severity	File	Line	Snippet	Context
HIGH⚡	tests/unit/bokeh/core/test_json_encoder.py	44	[null,true,false,-128,-1,0,1,128,{"type":"number","value":"nan"}]\	CODE
HIGH⚡	tests/unit/bokeh/core/test_json_encoder.py	48	[null,true,false,-128,-1,0,1,128,{"type":"number","value":"nan"}]\	CODE
HIGH⚡	tests/unit/bokeh/core/test_json_encoder.py	53	null,	CODE
HIGH	tests/unit/bokeh/core/test_json_encoder.py	70	null,	CODE
HIGH⚡	tests/unit/bokeh/core/test_has_props.py	268	assert p1.equals(p2)	CODE
HIGH⚡	tests/unit/bokeh/core/test_has_props.py	270	assert not p1.equals(p2)	CODE
HIGH⚡	tests/unit/bokeh/core/test_has_props.py	272	assert p1.equals(p2)	CODE
HIGH	tests/unit/bokeh/core/test_serialization.py	1415	'"name":null,' +	STRING
HIGH	tests/unit/bokeh/core/test_serialization.py	1416	'"null_child":null,' +	STRING
HIGH	tests/unit/bokeh/util/test_compiler.py	157	formatted.push(`+${difference}}`)	CODE
HIGH	examples/advanced/extensions/ticking.py	17	formatted.push(`+${(Number(ticks[i]) - Number(ticks[0])).toPrecision(2)}`)	CODE
HIGH	examples/basic/data/server_sent_events_source.py	17	result.x.push(pts[i][0])	CODE
HIGH	examples/basic/data/server_sent_events_source.py	18	result.y.push(pts[i][1])	CODE
HIGH	examples/basic/data/ajax_source.py	13	result.x.push(x)	CODE
HIGH	examples/basic/data/ajax_source.py	14	result.y.push(y)	CODE
HIGH	examples/server/app/events_app.py	28	args.push(attrs[i] + '=' + val)	CODE
HIGH	examples/models/custom.py	40	colors.push(`${color} ${offset}px`)	CODE
HIGH	examples/models/custom.py	42	colors.push(`${color} ${offset}px`)	CODE
HIGH⚡	examples/models/buttons.py	23	button.js_on_event("button_click", CustomJS(code="console.log('button: click ', this.toString())"))	CODE
HIGH⚡	examples/models/buttons.py	24	button.js_on_event("button_click", CustomJS(code="console.log('button: click ', this.toString())"))	CODE
HIGH⚡	examples/models/buttons.py	27	button_disabled.js_on_event("button_click", CustomJS(code="console.log('button(disabled): click ', this.toString())"))	CODE
HIGH⚡	examples/models/buttons.py	30	toggle_inactive.js_on_event('button_click', CustomJS(code="console.log('toggle(inactive): active=' + this.origin.active,	CODE
HIGH⚡	examples/models/buttons.py	33	toggle_active.js_on_event('button_click', CustomJS(code="console.log('toggle(active): active=' + this.origin.active, thi	CODE
HIGH⚡	examples/models/buttons.py	38	dropdown.js_on_event("button_click", CustomJS(code="console.log('dropdown: click ' + this.toString())"))	CODE
HIGH⚡	examples/models/buttons.py	39	dropdown.js_on_event("menu_item_click", CustomJS(code="console.log('dropdown: ' + this.item, this.toString())"))	CODE
HIGH⚡	examples/models/buttons.py	42	dropdown_disabled.js_on_event("button_click", CustomJS(code="console.log('dropdown(disabled): click ' + this.toString())	CODE
HIGH⚡	examples/models/buttons.py	43	dropdown_disabled.js_on_event("menu_item_click", CustomJS(code="console.log('dropdown(disabled): ' + this.item, this.toS	CODE
HIGH⚡	examples/models/buttons.py	46	dropdown_split.js_on_event("button_click", CustomJS(code="console.log('dropdown(split): click ' + this.toString())"))	CODE
HIGH⚡	examples/models/buttons.py	47	dropdown_split.js_on_event("menu_item_click", CustomJS(code="console.log('dropdown(split): ' + this.item, this.toString(	CODE
HIGH⚡	examples/models/buttons.py	50	checkbox_group.js_on_change('active', CustomJS(code="console.log('checkbox_group: active=' + this.active, this.toString(	CODE
HIGH⚡	examples/models/buttons.py	53	radio_group.js_on_change('active', CustomJS(code="console.log('radio_group: active=' + this.active, this.toString())"))	CODE
HIGH⚡	examples/models/buttons.py	56	checkbox_button_group.js_on_event("button_click", CustomJS(code="console.log('checkbox_button_group: active=' + this.ori	CODE
HIGH⚡	examples/models/buttons.py	59	radio_button_group.js_on_event("button_click", CustomJS(code="console.log('radio_button_group: active=' + this.origin.ac	CODE
HIGH	examples/interaction/tools/hover_tooltip_advanced.py	21	x_filter = CustomJS(code="""export default (args, tool, {value: x}) => 20 <= x && x <= 80""")	CODE
HIGH	examples/interaction/tools/hover_tooltip_advanced.py	22	y_filter = CustomJS(code="""export default (args, tool, {value: y}) => 20 <= y && y <= 80""")	CODE
HIGH	…amples/interaction/widgets/multiple_datetime_picker.py	16	console.log("multiple_datetime_picker: value=" + this.value, this.toString())	CODE
HIGH	examples/interaction/widgets/radio_button_group.py	8	console.log('radio_button_group: active=' + btn.active, this.toString())	CODE
HIGH	examples/interaction/widgets/datetime_picker.py	11	console.log("datetime_picker: value=" + this.value, this.toString())	CODE
HIGH	examples/interaction/widgets/checkbox_button_group.py	8	console.log('checkbox_button_group: active=' + btn.active, this.toString())	CODE
HIGH	examples/interaction/widgets/time_picker.py	6	console.log("time_picker: value=" + this.value, this.toString())	CODE
HIGH	examples/interaction/widgets/toggle_button.py	6	console.log('toggle: active=' + btn.active, this.toString())	CODE
HIGH	examples/interaction/widgets/dateslider.py	10	console.log('date_slider: value=' + this.value, this.toString())	CODE
HIGH	examples/interaction/widgets/radio_group.py	8	console.log('radio_group: active=' + this.origin.active, this.toString())	CODE
HIGH	examples/interaction/widgets/date_picker.py	11	console.log("date_picker: value=" + this.value, this.toString())	CODE
HIGH	examples/interaction/widgets/date_range_picker.py	12	console.log("date_range_picker: value=" + this.value, this.toString())	CODE
HIGH	examples/interaction/widgets/datetime_range_picker.py	12	console.log("datetime_range_picker: value=" + this.value, this.toString())	CODE
HIGH	examples/interaction/widgets/multiselect.py	8	console.log('multi_select: value=' + this.value, this.toString())	CODE
HIGH	examples/interaction/widgets/checkbox_group.py	8	console.log('checkbox_group: active=' + this.active, this.toString())	CODE
HIGH	examples/interaction/widgets/textinput.py	6	console.log('text_input: value=' + this.value, this.toString())	CODE
HIGH	examples/interaction/widgets/textareainput.py	6	console.log('text_area_input: value=' + this.value, this.toString())	CODE
HIGH	examples/interaction/widgets/button.py	5	button.js_on_event("button_click", CustomJS(code="console.log('button: click!', this.toString())"))	CODE
HIGH	examples/interaction/widgets/select_widget.py	6	console.log('select: value=' + this.value, this.toString())	CODE
HIGH	examples/interaction/widgets/passwordinput.py	6	console.log('password_input: value=' + this.value, this.toString())	CODE
HIGH	examples/interaction/widgets/multichoice.py	8	console.log('multi_choice: value=' + this.value, this.toString())	CODE
HIGH	examples/interaction/widgets/range_slider.py	6	console.log('range_slider: value=' + this.value, this.toString())	CODE
HIGH	examples/interaction/widgets/daterangeslider.py	9	console.log('date_range_slider: value=' + this.value, this.toString())	CODE
HIGH	examples/interaction/widgets/dropdown.py	7	dropdown.js_on_event("menu_item_click", CustomJS(code="console.log('dropdown: ' + this.item, this.toString())"))	CODE
HIGH	examples/interaction/widgets/multiple_date_picker.py	12	console.log("multiple_date_picker: value=" + this.value, this.toString())	CODE
HIGH	examples/interaction/widgets/datetimerangeslider.py	9	console.log('datetime_range_slider: value=' + this.value, this.toString())	CODE
HIGH	examples/interaction/js_callbacks/js_on_event.py	28	args.push(attrs[i] + '=' + val)	CODE
10 more matches not shown…

Docstring Block Structure71 hits · 355 pts

Severity	File	Line	Snippet	Context
HIGH	src/bokeh/palettes.py	1510	Generate a new palette as a subset of a given palette. Given an input ``palette``, take ``n`` colors from it by di	STRING
HIGH	src/bokeh/palettes.py	1532	Generate a new palette by combining exactly two input palettes. Given an input ``palette1`` and ``palette2``, take	STRING
HIGH	src/bokeh/palettes.py	1574	Generate a palette that is a single color with linearly varying alpha. Alpha may vary from low to high or high to	STRING
HIGH	src/bokeh/palettes.py	1642	Generate a new palette by interpolating a given palette. Linear interpolation is performed separately on each of t	STRING
HIGH	src/bokeh/palettes.py	1679	Generate a palette of colors from the Magma palette. The full Magma palette that serves as input for deriving new	STRING
HIGH	src/bokeh/palettes.py	1708	Generate a palette of colors from the Inferno palette. The full Inferno palette that serves as input for deriving	STRING
HIGH	src/bokeh/palettes.py	1737	Generate a palette of colors from the Plasma palette. The full Plasma palette that serves as input for deriving ne	STRING
HIGH	src/bokeh/palettes.py	1766	Generate a palette of colors from the Viridis palette. The full Viridis palette that serves as input for deriving	STRING
HIGH	src/bokeh/palettes.py	1795	Generate a palette of colors from the Cividis palette. The full Cividis palette that serves as input for deriving	STRING
HIGH	src/bokeh/palettes.py	1824	Generate a palette of colors from the Turbo palette. Turbo is described here: https://ai.googleblog.com/2019/	STRING
HIGH	src/bokeh/palettes.py	1857	Generate a palette of colors from the Greys palette. The full Greys palette that serves as input for deriving new	STRING
HIGH	src/bokeh/palettes.py	1889	Generate a palette of colors or from the Greys palette. The full Greys palette that serves as input for deriving n	STRING
HIGH	src/bokeh/settings.py	195	Convert a string to True or False. If a boolean is passed in, it is returned as-is. Otherwise the function map	STRING
HIGH	src/bokeh/settings.py	262	Convert a string to a Python logging level If a log level is passed in, it is returned as-is. Otherwise the functio	STRING
HIGH	src/bokeh/settings.py	299	Convert a string to a validation level If a validation level is passed in, it is returned as-is. Args:	STRING
HIGH	src/bokeh/settings.py	323	Convert a string to an .ico path Args: value (str): A string value to convert to a .ico path	STRING
HIGH	src/bokeh/settings.py	461	Return the setting value according to the standard precedence. Args: value (any, optional):	STRING
HIGH	src/bokeh/resources.py	123	Report SRI script hashes for a specific version of BokehJS. Bokeh provides `Subresource Integrity`_ hashes for all	STRING
HIGH	src/bokeh/layouts.py	89	Create a row of Bokeh Layout objects. Forces all objects to have the same sizing_mode, which is required for comple	STRING
HIGH	src/bokeh/layouts.py	124	Create a column of Bokeh Layout objects. Forces all objects to have the same sizing_mode, which is required for com	STRING
HIGH	src/bokeh/layouts.py	155	Create a grid-based arrangement of Bokeh Layout objects. Args: children (list of lists of :class:`~bokeh.m	STRING
HIGH	src/bokeh/layouts.py	232	Create a grid of plots rendered on separate canvases. The ``gridplot`` function builds a single toolbar for all th	STRING
HIGH	src/bokeh/core/enums.py	214	Create an \|Enumeration\| object from a sequence of values. Call ``enumeration`` with a sequence of (unique) strings	STRING
HIGH	src/bokeh/core/query.py	61	Query a collection of Bokeh models and yield any that match the a selector. Args: objs (Iterable[Model	STRING
HIGH	src/bokeh/core/json_encoder.py	72	Convert an object or a serialized representation to a JSON string. This function accepts Python-serializable o	STRING
HIGH	src/bokeh/core/property/descriptors.py	242	Implement the getter for the Python `descriptor protocol`_. For instance attribute access, we delegate to the	STRING
HIGH	src/bokeh/core/property/descriptors.py	482	Internal implementation of instance attribute access for the ``PropertyDescriptor`` getter. If the val	STRING
HIGH	src/bokeh/core/property/wrappers.py	113	A decorator for mutating methods of property container classes that notifies owners of the property container about	STRING
HIGH	src/bokeh/core/property/bases.py	286	Determine whether we can set this property from this value. Validation happens before transform() Arg	STRING
HIGH	src/bokeh/core/validation/decorators.py	101	Decorator to mark a validator method for a Bokeh error condition Args: code_or_name (int, str or Issue) :	STRING
HIGH	src/bokeh/core/validation/decorators.py	141	Decorator to mark a validator method for a Bokeh error condition Args: code_or_name (int, str or Issue) :	STRING
HIGH	src/bokeh/embed/standalone.py	85	Return JavaScript code and a script tag that can be used to embed Bokeh Plots. The data for the plot is stored	STRING
HIGH	src/bokeh/embed/standalone.py	157	Return HTML components to embed a Bokeh plot. The data for the plot is stored directly in the returned HTML. A	STRING
HIGH	src/bokeh/util/strings.py	64	Join together sequences of strings into English-friendly phrases using the conjunction ``or`` when appropriate.	STRING
HIGH	src/bokeh/util/dependencies.py	70	Attempt to import a required dependency. Raises a RuntimeError if the requested module is not available. Args	STRING
HIGH	src/bokeh/io/util.py	74	Generate a default filename with a given extension, attempting to use the filename of the currently running process	STRING
HIGH	src/bokeh/io/notebook.py	177	Install a new notebook display hook. Bokeh comes with support for Jupyter notebooks built-in. However, there are	STRING
HIGH	src/bokeh/io/notebook.py	257	Update Bokeh plots in a Jupyter notebook output cells with new data or property values. When working inside th	STRING
HIGH	src/bokeh/io/notebook.py	349	Run an installed notebook hook with supplied arguments. Args: notebook_type (str) : Name of an	STRING
HIGH	src/bokeh/server/server.py	494	Create a ``Server`` instance, applying any relevant ``Server`` settings from the global settings module, if the	STRING
HIGH	src/bokeh/server/util.py	104	This allowlist can be used to restrict websocket or other connections to only those explicitly originating fro	STRING
HIGH	src/bokeh/server/util.py	167	Match a host string against a pattern Args: host (str) A hostname to compare to the given patt	STRING
HIGH	src/bokeh/models/sources.py	470	Efficiently update data source columns with new append-only data. In cases where it is necessary to update dat	STRING
HIGH	src/bokeh/models/sources.py	513	Internal implementation to efficiently update data source columns with new append-only data. The internal imple	STRING
HIGH	src/bokeh/models/sources.py	631	Efficiently update data source columns at specific locations If it is only necessary to update a small subset	STRING
HIGH	src/bokeh/models/plots.py	123	Query this object and all of its references for objects that match the given selector. There are a few	STRING
HIGH	src/bokeh/models/widgets/tables.py	892	Create a simple table from a pandas dataframe, dictionary or ColumnDataSource. Args: data (DataFra	STRING
HIGH	src/bokeh/document/document.py	597	Remove a callback added earlier with ``add_next_tick_callback``. Args: callback_obj : a value retu	STRING
HIGH	src/bokeh/document/document.py	627	Remove a callback added earlier with ``add_periodic_callback`` Args: callback_obj : a value return	STRING
HIGH	src/bokeh/document/document.py	673	Remove a callback added earlier with ``add_timeout_callback``. Args: callback_obj : a value return	STRING
HIGH	src/bokeh/document/callbacks.py	162	Internal implementation for adding session callbacks. Args: callback_obj (SessionCallback) :	STRING
HIGH	src/bokeh/protocol/message.py	161	Creates a new message, assembled from JSON fragments. Args: header_json (``JSON``) :	STRING
HIGH	src/bokeh/protocol/message.py	202	Associate a buffer header and payload with this message. Args: buffer (Buffer) : a buffer	STRING
HIGH	src/bokeh/protocol/message.py	226	Add a buffer header and payload that we read from the socket. This differs from add_buffer() because we're val	STRING
HIGH	src/bokeh/plotting/graph.py	43	Generate a ``GraphRenderer`` from a ``networkx.Graph`` object and networkx layout function. Any keyword	STRING
HIGH	src/bokeh/plotting/_renderer.py	151	Applies basic cascading logic to deduce properties for a glyph. Args: glyphclass : the typ	STRING
HIGH	src/bokeh/plotting/_figure.py	367	Generate multiple ``HArea`` renderers for levels stacked left to right. Args: stackers (se	STRING
HIGH	src/bokeh/plotting/_figure.py	409	Generate multiple ``HBar`` renderers for levels stacked left to right. Args: stackers (seq[str]) :	STRING
HIGH	src/bokeh/plotting/_figure.py	450	Generate multiple ``Line`` renderers for lines stacked vertically or horizontally. Args: x	STRING
HIGH	src/bokeh/plotting/_figure.py	508	Generate multiple ``Line`` renderers for lines stacked horizontally. Args: stackers (seq[str]) : a	STRING
11 more matches not shown…

Cross-File Repetition67 hits · 335 pts

Severity	File	Line	Snippet	Context
HIGH	src/bokeh/core/property/descriptor_factory.py	0	return a list of ``propertydescriptor`` instances to install on a class, in order to delegate attribute access to this p	STRING
HIGH	src/bokeh/core/property/container.py	0	return a list of ``propertydescriptor`` instances to install on a class, in order to delegate attribute access to this p	STRING
HIGH	src/bokeh/core/property/dataspec.py	0	return a list of ``propertydescriptor`` instances to install on a class, in order to delegate attribute access to this p	STRING
HIGH	src/bokeh/core/property/bases.py	0	return a list of ``propertydescriptor`` instances to install on a class, in order to delegate attribute access to this p	STRING
HIGH	src/bokeh/core/property/constraints.py	0	clone this property and allow to override ``default`` and ``help``.	STRING
HIGH	src/bokeh/core/property/enum.py	0	clone this property and allow to override ``default`` and ``help``.	STRING
HIGH	src/bokeh/core/property/bases.py	0	clone this property and allow to override ``default`` and ``help``.	STRING
HIGH	src/bokeh/server/views/autoload_js_handler.py	0	provide a request handler that returns a page displaying a document.	STRING
HIGH	src/bokeh/server/views/static_handler.py	0	provide a request handler that returns a page displaying a document.	STRING
HIGH	src/bokeh/server/views/doc_handler.py	0	provide a request handler that returns a page displaying a document.	STRING
HIGH	src/bokeh/server/views/session_handler.py	0	implements a custom tornado handler for document display page	STRING
HIGH	src/bokeh/server/views/doc_handler.py	0	implements a custom tornado handler for document display page	STRING
HIGH	src/bokeh/server/views/metadata_handler.py	0	implements a custom tornado handler for document display page	STRING
HIGH	src/bokeh/models/transforms.py	0	a mapping of names to python objects. in particular those can be bokeh's models. these objects are made available to the	STRING
HIGH	src/bokeh/models/tickers.py	0	a mapping of names to python objects. in particular those can be bokeh's models. these objects are made available to the	STRING
HIGH	src/bokeh/models/formatters.py	0	a mapping of names to python objects. in particular those can be bokeh's models. these objects are made available to the	STRING
HIGH	src/bokeh/models/callbacks.py	0	a mapping of names to python objects. in particular those can be bokeh's models. these objects are made available to the	STRING
HIGH	src/bokeh/models/filters.py	0	a mapping of names to python objects. in particular those can be bokeh's models. these objects are made available to the	STRING
HIGH	src/bokeh/models/expressions.py	0	filter data sources with a custom defined javascript function. .. warning:: the explicit purpose of this bokeh model is	STRING
HIGH	src/bokeh/models/callbacks.py	0	filter data sources with a custom defined javascript function. .. warning:: the explicit purpose of this bokeh model is	STRING
HIGH	src/bokeh/models/filters.py	0	filter data sources with a custom defined javascript function. .. warning:: the explicit purpose of this bokeh model is	STRING
HIGH	src/bokeh/models/glyphs.py	0	the angles to rotate the text, as measured from the horizontal.	STRING
HIGH	src/bokeh/models/annotations/labels.py	0	the angles to rotate the text, as measured from the horizontal.	STRING
HIGH	src/bokeh/models/annotations/html/labels.py	0	the angles to rotate the text, as measured from the horizontal.	STRING
HIGH	src/bokeh/models/glyphs.py	0	offset values to apply to the y-coordinates. this is useful, for instance, if it is desired to "float" text a fixed dist	STRING
HIGH	src/bokeh/models/annotations/labels.py	0	offset values to apply to the y-coordinates. this is useful, for instance, if it is desired to "float" text a fixed dist	STRING
HIGH	src/bokeh/models/annotations/html/labels.py	0	offset values to apply to the y-coordinates. this is useful, for instance, if it is desired to "float" text a fixed dist	STRING
HIGH	src/bokeh/models/glyphs.py	0	extra space between the text of a label and its bounding box (border). .. note:: this property is experimental and may c	STRING
HIGH	src/bokeh/models/annotations/labels.py	0	extra space between the text of a label and its bounding box (border). .. note:: this property is experimental and may c	STRING
HIGH	src/bokeh/models/annotations/html/labels.py	0	extra space between the text of a label and its bounding box (border). .. note:: this property is experimental and may c	STRING
HIGH	src/bokeh/models/glyphs.py	0	allows label's box to have rounded corners. for the best results, it should be used in combination with ``padding``. ..	STRING
HIGH	src/bokeh/models/annotations/labels.py	0	allows label's box to have rounded corners. for the best results, it should be used in combination with ``padding``. ..	STRING
HIGH	src/bokeh/models/annotations/html/labels.py	0	allows label's box to have rounded corners. for the best results, it should be used in combination with ``padding``. ..	STRING
HIGH	src/bokeh/models/annotations/labels.py	0	the unit type for the ``xs`` attribute. interpreted as \|data units\| by default.	STRING
HIGH	src/bokeh/models/annotations/geometry.py	0	the unit type for the ``xs`` attribute. interpreted as \|data units\| by default.	STRING
HIGH	src/bokeh/models/annotations/html/labels.py	0	the unit type for the ``xs`` attribute. interpreted as \|data units\| by default.	STRING
HIGH	src/bokeh/models/annotations/labels.py	0	the unit type for the ``ys`` attribute. interpreted as \|data units\| by default.	STRING
HIGH	src/bokeh/models/annotations/geometry.py	0	the unit type for the ``ys`` attribute. interpreted as \|data units\| by default.	STRING
HIGH	src/bokeh/models/annotations/html/labels.py	0	the unit type for the ``ys`` attribute. interpreted as \|data units\| by default.	STRING
HIGH	src/bokeh/document/models.py	0	args: document (document): a document to manage modules for a weak reference to the document will be retained	STRING
HIGH	src/bokeh/document/callbacks.py	0	args: document (document): a document to manage modules for a weak reference to the document will be retained	STRING
HIGH	src/bokeh/document/modules.py	0	args: document (document): a document to manage modules for a weak reference to the document will be retained	STRING
HIGH	src/bokeh/protocol/messages/server_info_req.py	0	create an ``pull-doc-req`` message any keyword arguments will be put into the message ``metadata`` fragment as-is.	STRING
HIGH	src/bokeh/protocol/messages/ack.py	0	create an ``pull-doc-req`` message any keyword arguments will be put into the message ``metadata`` fragment as-is.	STRING
HIGH	src/bokeh/protocol/messages/pull_doc_req.py	0	create an ``pull-doc-req`` message any keyword arguments will be put into the message ``metadata`` fragment as-is.	STRING
HIGH	src/bokeh/model/util.py	0	provide a base class for all objects (called bokeh models) that can go in a bokeh \|document\|.	STRING
HIGH	src/bokeh/model/docs.py	0	provide a base class for all objects (called bokeh models) that can go in a bokeh \|document\|.	STRING
HIGH	src/bokeh/model/model.py	0	provide a base class for all objects (called bokeh models) that can go in a bokeh \|document\|.	STRING
HIGH	src/bokeh/model/data_model.py	0	provide a base class for all objects (called bokeh models) that can go in a bokeh \|document\|.	STRING
HIGH	src/bokeh/application/application.py	0	processes incoming http request returning a dictionary of additional data to add to the session_context. args: request:	STRING
HIGH	src/bokeh/application/handlers/handler.py	0	processes incoming http request returning a dictionary of additional data to add to the session_context. args: request:	STRING
HIGH	src/bokeh/application/handlers/directory.py	0	processes incoming http request returning a dictionary of additional data to add to the session_context. args: request:	STRING
HIGH	src/bokeh/application/handlers/request_handler.py	0	processes incoming http request returning a dictionary of additional data to add to the session_context. args: request:	STRING
HIGH	…c/bokeh/application/handlers/server_request_handler.py	0	bokeh application handler to look for bokeh server lifecycle callbacks in a specified python module.	STRING
HIGH	src/bokeh/application/handlers/request_handler.py	0	bokeh application handler to look for bokeh server lifecycle callbacks in a specified python module.	STRING
HIGH	src/bokeh/application/handlers/server_lifecycle.py	0	bokeh application handler to look for bokeh server lifecycle callbacks in a specified python module.	STRING
HIGH	src/bokeh/application/handlers/lifecycle.py	0	bokeh application handler to look for bokeh server lifecycle callbacks in a specified python module.	STRING
HIGH	…c/bokeh/application/handlers/server_request_handler.py	0	if the handler fails, may contain a related error message.	STRING
HIGH	src/bokeh/application/handlers/handler.py	0	if the handler fails, may contain a related error message.	STRING
HIGH	src/bokeh/application/handlers/server_lifecycle.py	0	if the handler fails, may contain a related error message.	STRING
7 more matches not shown…

Cross-Language Confusion (JS/TS)27 hits · 152 pts

Severity	File	Line	Snippet	Context
HIGH	bokehjs/make/task.ts	68	print(`${chalk.red("failed:")} ${msg}`)	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	72	print(`${cyan("npm install")} failed with exit code ${red(`${status}`)}.`)	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	78	print(`Using nodejs ${magenta(node_version)} and npm ${magenta(npm_version(base_dir))}`)	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	79	print(`Working directory: ${cyan(base_dir)}`)	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	214	print(`Created empty ${cyan("index.ts")}. This is the entry point of your extension.`)	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	217	print(`You can build your extension with ${magenta(`bokeh build ${rel}`)}`)	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	219	print("All done.")	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	260	print("Using different version of bokeh, rebuilding from scratch.")	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	270	print(`${cyan(package_json_path)} doesn't exist. Not a npm package.`)	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	273	print(`Running ${cyan("npm install")}.`)	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	278	print(`${result} Running ${cyan("npm install")}.`)	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	355	print(report_diagnostics(tsconfig2.diagnostics).text)	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	363	print(`Compiling TypeScript (${magenta(count_files(files))})`)	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	370	print(report_diagnostics(tsoutput.diagnostics).text)	CODE
HIGH	bokehjs/src/compiler/build.ts	51	print(` ${file}`)	CODE
HIGH	bokehjs/src/compiler/build.ts	139	print("Already a bokeh extension. Quitting.")	CODE
HIGH	bokehjs/src/compiler/build.ts	145	print(`Wrote ${cyan(path)}`)	CODE
HIGH	bokehjs/src/compiler/build.ts	184	print(`${red("Invalid input")}. Assuming no.`)	CODE
HIGH	bokehjs/src/compiler/build.ts	242	print("Not a bokeh extension. Quitting.")	CODE
HIGH	bokehjs/src/compiler/build.ts	301	print(`TypeScript lib: ${cyan(tslib_dir)}`)	CODE
HIGH	bokehjs/src/compiler/build.ts	305	print(`Using ${cyan(tsconfig_path)}`)	CODE
HIGH	bokehjs/src/compiler/build.ts	326	print(report_diagnostics(tsconfig.diagnostics).text)	CODE
HIGH	bokehjs/src/compiler/build.ts	342	print(`Compiling styles (${magenta(count_files(styles))})`)	CODE
HIGH	bokehjs/src/compiler/build.ts	393	print("Linking modules")	CODE
HIGH	bokehjs/src/compiler/build.ts	414	print(`Failed to license text from ${magenta(license_path)}`)	CODE
HIGH	bokehjs/src/compiler/build.ts	456	print(`Output written to ${cyan(dist_dir)}`)	CODE
HIGH	bokehjs/src/compiler/build.ts	457	print("All done.")	CODE

Hallucination Indicators12 hits · 150 pts

Severity	File	Line	Snippet	Context
CRITICAL	bokehjs/src/lib/models/annotations/toolbar_panel.ts	48	this.plot_view.canvas.ui_event_bus.focus.connect(() => {	CODE
CRITICAL	bokehjs/src/lib/models/annotations/toolbar_panel.ts	51	this.plot_view.canvas.ui_event_bus.blur.connect(() => {	CODE
CRITICAL	bokehjs/src/lib/models/graphs/graph_hit_test_policy.ts	94	graph_view.edge_view.model.data_source.inspect.emit([graph_view.edge_view.model, {geometry}])	CODE
CRITICAL	bokehjs/src/lib/models/graphs/graph_hit_test_policy.ts	142	graph_view.node_view.model.data_source.inspect.emit([graph_view.node_view.model, {geometry}])	CODE
CRITICAL⚡	bokehjs/src/lib/models/graphs/graph_hit_test_policy.ts	221	const node_inspection = graph_view.node_view.model.data_source.selection_manager.get_or_create_inspector(graph_view.	CODE
CRITICAL⚡	bokehjs/src/lib/models/graphs/graph_hit_test_policy.ts	225	const edge_inspection = graph_view.edge_view.model.data_source.selection_manager.get_or_create_inspector(graph_view.	CODE
CRITICAL⚡	bokehjs/src/lib/models/graphs/graph_hit_test_policy.ts	231	graph_view.node_view.model.data_source.inspect.emit([graph_view.node_view.model, {geometry}])	CODE
CRITICAL⚡	bokehjs/src/lib/models/graphs/graph_hit_test_policy.ts	301	const edge_inspection = graph_view.edge_view.model.data_source.selection_manager.get_or_create_inspector(graph_view.	CODE
CRITICAL⚡	bokehjs/src/lib/models/graphs/graph_hit_test_policy.ts	305	const node_inspection = graph_view.node_view.model.data_source.selection_manager.get_or_create_inspector(graph_view.	CODE
CRITICAL⚡	bokehjs/src/lib/models/graphs/graph_hit_test_policy.ts	311	graph_view.edge_view.model.data_source.inspect.emit([graph_view.edge_view.model, {geometry}])	CODE
CRITICAL	bokehjs/src/lib/models/graphs/graph_hit_test_policy.ts	394	const node_inspection = graph_view.node_view.model.data_source.selection_manager.get_or_create_inspector(graph_view.	CODE
CRITICAL	bokehjs/src/lib/models/graphs/graph_hit_test_policy.ts	404	graph_view.node_view.model.data_source.inspect.emit([graph_view.node_view.model, {geometry}])	CODE

Excessive Try-Catch Wrapping59 hits · 59 pts

Severity	File	Line	Snippet	Context
LOW	setup.py	130	except Exception:	CODE
LOW	…ts/unit/bokeh/core/property/test_wrappers__property.py	534	except Exception:	CODE
LOW	…ts/unit/bokeh/core/property/test_wrappers__property.py	539	except Exception:	CODE
LOW	tests/unit/bokeh/model/test_model.py	228	except Exception:	CODE
MEDIUM⚡	tests/unit/bokeh/command/subcommands/test_serve.py	434	print("An error occurred: %s", e)	CODE
LOW⚡	tests/unit/bokeh/command/subcommands/test_serve.py	431	except Exception as e:	CODE
LOW⚡	tests/unit/bokeh/command/subcommands/test_serve.py	439	except Exception:	CODE
LOW	tests/unit/bokeh/command/subcommands/test_serve.py	532	except Exception:	CODE
LOW	tests/support/util/filesystem.py	67	except Exception as e:	CODE
LOW	release/build.py	169	except Exception as e:	CODE
LOW	release/credentials.py	57	except Exception as e:	CODE
LOW	release/remote.py	72	except Exception as e:	CODE
LOW	examples/server/app/taylor.py	51	except Exception as exception:	CODE
MEDIUM	examples/server/app/taylor.py	48	def update():	CODE
LOW	examples/server/app/server_auth/auth.py	30	except Exception:	CODE
MEDIUM	examples/server/app/server_auth/auth.py	27	def get(self):	CODE
LOW	examples/server/app/spectrogram/audio.py	37	except Exception:	CODE
LOW	src/bokeh/settings.py	243	except Exception:	CODE
LOW⚡	src/bokeh/settings.py	949	except Exception:	STRING
LOW	src/bokeh/settings.py	929	except Exception:	STRING
LOW	src/bokeh/resources.py	167	except Exception as e:	CODE
LOW	src/bokeh/core/property/datetime.py	77	except Exception:	CODE
LOW	src/bokeh/core/property/datetime.py	117	except Exception:	CODE
LOW	src/bokeh/sphinxext/bokeh_plot.py	171	except Exception as e:	CODE
LOW	src/bokeh/sphinxext/bokeh_plot.py	229	except Exception as e:	CODE
LOW	src/bokeh/sphinxext/_internal/bokeh_palette.py	126	except Exception as e:	CODE
LOW⚡	src/bokeh/util/browser.py	128	except Exception:	CODE
LOW	src/bokeh/util/tornado.py	160	except Exception:	CODE
LOW	src/bokeh/util/info.py	72	except Exception:	CODE
LOW	src/bokeh/util/dependencies.py	62	except Exception:	CODE
LOW⚡	src/bokeh/io/browser.py	420	except Exception:	CODE
LOW	src/bokeh/io/browser.py	206	except Exception:	CODE
LOW	src/bokeh/io/browser.py	213	except Exception:	CODE
LOW	src/bokeh/io/browser.py	240	except Exception as e:	CODE
LOW	src/bokeh/io/browser.py	273	except Exception as e:	CODE
LOW	src/bokeh/io/browser.py	285	except Exception:	CODE
LOW	src/bokeh/io/notebook.py	115	except Exception as e:	CODE
LOW	src/bokeh/io/notebook.py	395	except Exception as e:	CODE
LOW⚡	src/bokeh/io/webdriver.py	275	except Exception:	CODE
LOW⚡	src/bokeh/io/webdriver.py	303	except Exception:	STRING
LOW⚡	src/bokeh/io/webdriver.py	309	except Exception:	STRING
LOW⚡	src/bokeh/server/protocol_handler.py	95	except Exception as e:	CODE
LOW	src/bokeh/server/server.py	465	except Exception:	CODE
MEDIUM	src/bokeh/server/contexts.py	187	def run_load_hook(self) -> None:	CODE
MEDIUM	src/bokeh/server/contexts.py	193	def run_unload_hook(self) -> None:	CODE
LOW	src/bokeh/server/contexts.py	190	except Exception as e:	CODE
LOW	src/bokeh/server/contexts.py	196	except Exception as e:	CODE
LOW	src/bokeh/server/contexts.py	237	except Exception as e:	CODE
LOW	src/bokeh/server/contexts.py	296	except Exception as e:	CODE
LOW	src/bokeh/server/views/ws.py	161	except Exception as e:	CODE
LOW	src/bokeh/server/views/ws.py	246	except Exception as e:	CODE
LOW	src/bokeh/server/views/ws.py	260	except Exception as e:	CODE
LOW	src/bokeh/models/plots.py	977	except Exception:	STRING
LOW	src/bokeh/command/bootstrap.py	114	except Exception as e:	CODE
LOW⚡	src/bokeh/application/handlers/code_runner.py	238	except Exception as e:	CODE
LOW	src/bokeh/application/handlers/document_lifecycle.py	70	except Exception as e:	CODE
LOW⚡	src/bokeh/application/handlers/function.py	144	except Exception as e:	CODE
LOW	src/bokeh/client/connection.py	291	except Exception as e:	CODE
LOW	src/bokeh/client/connection.py	343	except Exception as e:	CODE

Deep Nesting63 hits · 45 pts

Severity	File	Line	Context
LOW	tests/test_examples.py	172	CODE
LOW	tests/unit/bokeh/test_events.py	63	CODE
LOW	tests/unit/bokeh/command/subcommands/test_serve.py	512	CODE
LOW	tests/support/util/filesystem.py	79	CODE
LOW	tests/support/util/examples.py	152	CODE
LOW	tests/support/util/compare.py	47	CODE
LOW	release/build.py	177	CODE
LOW	release/remote.py	34	CODE
LOW	release/checks.py	111	CODE
LOW	examples/server/app/image_blur.py	33	CODE
LOW	examples/server/app/ohlc/main.py	67	CODE
LOW	scripts/milestone.py	284	CODE
LOW	src/bokeh/layouts.py	221	CODE
LOW	src/bokeh/layouts.py	413	CODE
LOW	src/bokeh/layouts.py	605	CODE
LOW	src/bokeh/layouts.py	679	CODE
LOW	src/bokeh/layouts.py	483	CODE
LOW	src/bokeh/layouts.py	498	CODE
LOW	src/bokeh/core/query.py	106	CODE
LOW	src/bokeh/core/has_props.py	615	CODE
LOW	src/bokeh/core/serialization.py	263	CODE
LOW	src/bokeh/core/property/descriptors.py	773	CODE
LOW	src/bokeh/core/property/wrappers.py	442	CODE
LOW	src/bokeh/core/property/wrappers.py	515	CODE
LOW	src/bokeh/core/property/struct.py	85	CODE
LOW	src/bokeh/core/property/bases.py	335	CODE
LOW	src/bokeh/sphinxext/_internal/bokeh_sampledata_xref.py	123	CODE
LOW	src/bokeh/sphinxext/_internal/bokeh_sampledata_xref.py	165	CODE
LOW	src/bokeh/sphinxext/_internal/bokeh_example_metadata.py	114	CODE
LOW	src/bokeh/embed/bundle.py	144	CODE
LOW	src/bokeh/embed/bundle.py	217	CODE
LOW	src/bokeh/embed/bundle.py	266	CODE
LOW	src/bokeh/embed/bundle.py	134	CODE
LOW	src/bokeh/embed/util.py	82	CODE
LOW	src/bokeh/util/package.py	42	CODE
LOW	src/bokeh/util/compiler.py	500	CODE
LOW	src/bokeh/util/compiler.py	518	CODE
LOW	src/bokeh/util/tornado.py	227	CODE
LOW	src/bokeh/util/serialization.py	223	CODE
LOW	src/bokeh/server/util.py	103	CODE
LOW	src/bokeh/server/session.py	67	CODE
LOW	src/bokeh/server/session.py	74	CODE
LOW	src/bokeh/server/tornado.py	251	CODE
LOW	src/bokeh/server/callbacks.py	206	CODE
LOW	src/bokeh/models/sources.py	230	CODE
LOW	src/bokeh/models/sources.py	511	CODE
LOW	src/bokeh/models/sources.py	630	CODE
LOW	src/bokeh/models/plots.py	1000	CODE
LOW	src/bokeh/models/plots.py	392	CODE
LOW	src/bokeh/models/plots.py	475	CODE
LOW	src/bokeh/models/renderers/glyph_renderer.py	167	CODE
LOW	src/bokeh/models/util/structure.py	148	CODE
LOW	src/bokeh/plotting/_tools.py	167	CODE
LOW	src/bokeh/plotting/_tools.py	198	CODE
LOW	src/bokeh/plotting/_renderer.py	150	CODE
LOW	src/bokeh/plotting/_renderer.py	283	CODE
LOW	src/bokeh/plotting/_plot.py	78	CODE
LOW	src/bokeh/plotting/_plot.py	147	CODE
LOW	src/bokeh/model/util.py	191	CODE
LOW	src/bokeh/command/util.py	76	CODE
3 more matches not shown…

AI Slop Vocabulary8 hits · 19 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/examples.yaml	28	"spectrogram", # Custom models not working in CI test harness	CODE
MEDIUM	…s/src/lib/models/formatters/datetime_tick_formatter.ts	321	// For repeating labels only utilize the first entry	COMMENT
MEDIUM	…/src/lib/models/formatters/timedelta_tick_formatter.ts	294	// For repeating labels only utilize the first entry	COMMENT
MEDIUM	.github/workflows/bokeh-ci.yml	249	# and included examples can utilize newest available syntax and standard APIs.	COMMENT
MEDIUM	.github/workflows/bokeh-ci-full.yml	18	cancel-in-progress: false # Don't cancel comprehensive tests	CODE
LOW⚡	src/bokeh/sphinxext/_internal/util.py	42	# if BOKEH_DOCS_CDN is unset just use default CDN resources	COMMENT
LOW⚡	src/bokeh/sphinxext/_internal/bokeh_example_metadata.py	134	# just use class role as-is for anything else	COMMENT
LOW	src/bokeh/embed/util.py	165	# we are using all the roots of a single doc, just use doc as-is	COMMENT

Modern Structural Boilerplate16 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	release/build.py	138	def update_package_json(content: dict[str, Any]) -> None:	CODE
LOW	release/build.py	141	def update_package_lock_json(content: dict[str, Any]) -> None:	CODE
LOW	src/bokeh/settings.py	491	def set_value(self, value: str \| T) -> None:	CODE
LOW	src/bokeh/core/has_props.py	427	def set_from_json(self, name: str, value: Any, *, setter: Setter \| None = None) -> None:	CODE
LOW	src/bokeh/core/property/descriptors.py	540	def _set_value(self, obj: HasProps, value: Any) -> None:	STRING
LOW	src/bokeh/embed/util.py	431	def _set_temp_theme(doc: Document, apply_theme: Theme \| type[FromCurdoc] \| None) -> None:	STRING
LOW	src/bokeh/util/callback_manager.py	117	def _update_event_callbacks(self) -> None:	CODE
LOW	src/bokeh/util/compiler.py	277	def set_cache_hook(hook: Callable[[CustomModel, Implementation], AttrDict \| None]) -> None:	CODE
LOW	src/bokeh/io/doc.py	85	def set_curdoc(doc: Document) -> None:	CODE
LOW	src/bokeh/server/contexts.py	107	def _set_session(self, session: ServerSession) -> None:	CODE
LOW	src/bokeh/models/layouts.py	284	def _set_background(self, color: ColorLike) -> None:	STRING
LOW	src/bokeh/models/renderers/contour_renderer.py	71	def set_data(self, data: ContourData) -> None:	STRING
LOW	src/bokeh/document/models.py	257	def update_name(self, model: Model, old_name: str \| None, new_name: str \| None) -> None:	CODE
LOW	src/bokeh/document/document.py	738	def set_select(self, selector: SelectorType \| type[Model], updates: dict[str, Any]) -> None:	STRING
LOW	src/bokeh/document/document.py	759	def set_title(self, title: str, setter: Setter \| None = None) -> None:	STRING
LOW	src/bokeh/model/model.py	539	def set_select(self, selector: type[Model] \| SelectorType, updates: dict[str, Any]) -> None:	STRING

Fake / Example Data7 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	bokehjs/test/unit/models/sources/ajax_data_source.ts	177	const source = new AjaxDataSource({data_url: "/ajax/dummy_data", polling_interval: 100, if_modified: true})	CODE
LOW	bokehjs/test/devtools/server.ts	93	app.post("/ajax/dummy_data", async (_req, res) => {	CODE
LOW	bokehjs/src/lib/core/dom.ts	198	placeholder: HTMLInputElement["placeholder"]	CODE
LOW⚡	examples/server/app/faces/templates/index.html	28	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dol	CODE
LOW⚡	examples/server/app/faces/templates/index.html	28	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dol	CODE
LOW⚡	examples/server/app/faces/templates/index.html	31	Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium, totam re	CODE
LOW⚡	examples/server/app/faces/templates/index.html	31	Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium, totam re	CODE

TODO Padding6 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW⚡	bokehjs/src/lib/core/util/svg.ts	363	globalCompositeOperation: GlobalCompositeOperation // TODO: implement	CODE
LOW⚡	bokehjs/src/lib/core/util/svg.ts	370	filter: string // TODO: implement	CODE
LOW⚡	bokehjs/src/lib/core/util/svg.ts	371	imageSmoothingEnabled: boolean // TODO: implement	CODE
LOW⚡	bokehjs/src/lib/core/util/svg.ts	372	imageSmoothingQuality: ImageSmoothingQuality // TODO: implement	CODE
LOW	bokehjs/src/lib/core/serialization/deserializer.ts	149	this.error(`can't resolve named symbol '${obj.name}'`) // TODO: implement symbol resolution	CODE
LOW	src/bokeh/core/serialization.py	593	self.error(f"can't resolve named symbol '{name}'") # TODO: implement symbol resolution	CODE

Self-Referential Comments2 hits · 8 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	tests/unit/bokeh/test_typing.py	10	# This file is meant only for type-checking with mypy. Thus "test" functions	COMMENT
MEDIUM	examples/models/dateaxis.py	15	# Create an array of synthetic times, starting at the current time, and extending 24hrs	COMMENT

AI Structural Patterns7 hits · 5 pts

Severity	File	Line	Context
LOW	src/bokeh/events.py	621	CODE
LOW	src/bokeh/resources.py	307	CODE
LOW	src/bokeh/core/property/datetime.py	169	CODE
LOW	src/bokeh/io/export.py	75	CODE
LOW	src/bokeh/io/export.py	314	CODE
LOW	src/bokeh/server/server.py	477	CODE
LOW	src/bokeh/server/tornado.py	251	CODE

Overly Generic Function Names5 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	tests/support/plugins/bokeh_server.py	83	def helper() -> Any:	CODE
LOW	tests/support/plugins/jupyter_notebook.py	148	def helper() -> Any:	STRING
LOW	examples/server/app/gapminder/data.py	4	def process_data():	CODE
LOW	scripts/milestone.py	89	def helper(cursor=None):	CODE
LOW	scripts/milestone.py	205	def helper(kind, cursor=None):	STRING

Redundant / Tautological Comments2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	examples/interaction/tools/toolbar_autohide.py	17	# Set autohide to true to only show the toolbar when mouse is over plot	COMMENT
LOW	.github/workflows/bokeh-ci-full.yml	358	# Check if any dependency jobs were cancelled	COMMENT

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings