95.5

Adjusted Signal

95.5

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

20.5K

Stars

TypeScript

Language

411.5K

Lines of Code

2.9K

Files

12.5K

Pattern Hits

2026-10-31

Scan Date

0.11

HC Hit Rate

Risk Review · Payload v1

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

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

Cognitive Ownership Risk 28.9/100 · MEDIUM

Can maintainers explain intent, assumptions, and trade-offs? 2892 finding(s).

Hallucinated Dependency & Supply Chain Risk 18.6/100 · LOW

Are imports declared and package/API names verified? 1098 finding(s).

Agent Over-Engineering Ratio 98.8/100 · CRITICAL

Are wrappers, guards, and repeated structures necessary? 10563 finding(s).

PR Review Velocity Impact 97.7/100 · CRITICAL

Which changes need focused human review? 12549 finding(s).

What These Metrics Mean

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

Pattern-Signal History

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

Severity Breakdown

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

CRITICAL 13HIGH 318MEDIUM 8347LOW 3871

Directory Score Breakdown

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

Pattern Findings

The scanner identified 12549 distinct pattern matches across 20 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

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

Decorative Section Separators8331 hits · 34148 pts

Severity	File	Line	Snippet	Context
MEDIUM	setup.py	1	#-----------------------------------------------------------------------------	COMMENT
MEDIUM	setup.py	6	#-----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/__init__.py	1	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/__init__.py	6	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/notify_full_ci.py	1	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/notify_full_ci.py	6	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/check_jupyter_artifacts.py	1	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/check_jupyter_artifacts.py	6	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/ci/import_all_modules.py	1	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/ci/import_all_modules.py	7	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/ci/import_all_modules.py	9	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/ci/import_all_modules.py	11	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/ci/import_all_modules.py	14	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/ci/import_all_modules.py	16	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/ci/import_all_modules.py	21	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/ci/import_all_modules.py	23	#-----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/build.py	1	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/build.py	6	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/git.py	1	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/git.py	6	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/system.py	1	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/system.py	6	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/enums.py	1	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/enums.py	6	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/config.py	1	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/config.py	6	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/deployment.py	1	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/deployment.py	6	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/util.py	1	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/util.py	6	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/ui.py	1	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/ui.py	6	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/checks.py	1	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/checks.py	6	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/__init__.py	1	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/__init__.py	6	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/docs.py	1	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/docs.py	6	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/npm.py	1	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/npm.py	6	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/action.py	1	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/action.py	6	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/stages.py	1	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/stages.py	6	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/publishing.py	1	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/publishing.py	6	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/pipeline.py	1	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/pipeline.py	6	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/__main__.py	1	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/release/__main__.py	6	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/hooks/__init__.py	1	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/hooks/__init__.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
8271 more matches not shown…

Hyper-Verbose Identifiers1997 hits · 1693 pts

Severity	File	Line	Snippet	Context
LOW	tools/backport/git.py	281	def remove_worktree_and_branch(	CODE
LOW	tools/backport/planning.py	131	def _advance_dedicated_commits(	CODE
LOW	tools/backport/planning.py	195	def continue_dedicated_commit(	CODE
LOW	tools/backport/planning.py	377	def _validate_candidate_sequence(git: GitRepo, state: PlanState, head: str) -> None:	CODE
LOW	tools/backport/candidates.py	228	def candidate_source_problems(	CODE
LOW	tools/backport/candidates.py	254	def candidate_policy_problems(	CODE
LOW	tools/backport/candidates.py	278	def candidate_target_problems(	CODE
LOW	tools/backport/__main__.py	35	def _require_supported_python() -> None:	CODE
LOW⚡	tools/release/build.py	399	def verify_pip_install_from_sdist(config: Config, system: System) -> ActionReturn:	CODE
LOW⚡	tools/release/build.py	406	def verify_pip_install_using_sdist(config: Config, system: System) -> ActionReturn:	CODE
LOW⚡	tools/release/build.py	413	def verify_pip_install_using_wheel(config: Config, system: System) -> ActionReturn:	CODE
LOW⚡	tools/release/deployment.py	44	def upload_deployment_tarball(config: Config, system: System) -> ActionReturn:	CODE
LOW⚡	tools/release/deployment.py	52	def download_deployment_tarball(config: Config, system: System) -> ActionReturn:	CODE
LOW⚡	tools/release/deployment.py	60	def unpack_deployment_tarball(config: Config, system: System) -> ActionReturn:	CODE
LOW	tools/release/checks.py	71	def check_release_notes_present(config: Config, system: System) -> ActionReturn:	CODE
LOW	tools/release/checks.py	81	def check_checkout_on_base_branch(config: Config, system: System) -> ActionReturn:	CODE
LOW	tools/release/checks.py	104	def check_checkout_matches_remote(config: Config, system: System) -> ActionReturn:	CODE
LOW	tools/release/checks.py	124	def check_docs_version_config(config: Config, system: System) -> ActionReturn:	CODE
LOW	tools/release/checks.py	165	def check_release_tag_is_available(config: Config, system: System) -> ActionReturn:	CODE
LOW	tools/release/checks.py	194	def check_staging_branch_is_available(config: Config, system: System) -> ActionReturn:	CODE
LOW⚡	tests/conftest.py	67	def pandas_nullable_constructor(obj) -> IntoDataFrame:	CODE
LOW⚡	tests/conftest.py	71	def pandas_pyarrow_constructor(obj) -> IntoDataFrame:	CODE
LOW⚡	tests/conftest.py	80	def pyarrow_table_constructor(obj) -> IntoDataFrame:	CODE
LOW	tests/conftest.py	106	def chromedriver_startup_logs() -> Iterator[None]:	CODE
LOW⚡	tests/unit/bokeh/test_resources.py	111	def test_resource_override_version_rejects_invalid_values(version: Any) -> None:	CODE
LOW⚡	tests/unit/bokeh/test_resources.py	116	def test_resource_override_version_is_preserved() -> None:	CODE
LOW⚡	tests/unit/bokeh/test_resources.py	124	def test_cdn_version_does_not_affect_other_resource_modes(	CODE
LOW⚡	tests/unit/bokeh/test_resources.py	195	def test_get_all_sri_versions_valid_format() -> None:	CODE
LOW⚡	tests/unit/bokeh/test_resources.py	200	def test_get_sri_hashes_for_standard_versions(version: str) -> None:	CODE
LOW⚡	tests/unit/bokeh/test_resources.py	210	def test_get_sri_hashes_for_weird_versions(version: str) -> None:	CODE
LOW⚡	tests/unit/bokeh/test_resources.py	219	def test_get_sri_hashes_for_version_rejects_unknown_version() -> None:	CODE
LOW⚡	tests/unit/bokeh/test_resources.py	224	def test_session_coordinates_normalizes_default_url() -> None:	CODE
LOW⚡	tests/unit/bokeh/test_resources.py	230	def test_session_coordinates_rejects_websocket_url() -> None:	CODE
LOW⚡	tests/unit/bokeh/test_resources.py	235	def test_session_coordinates_lazily_generates_session_id() -> None:	CODE
LOW	tests/unit/bokeh/test_resources.py	27	def test_public_resource_configuration() -> None:	CODE
LOW	tests/unit/bokeh/test_resources.py	36	def test_cdn_version_defaults_to_payload_version(	CODE
LOW	tests/unit/bokeh/test_resources.py	53	def test_cdn_version_environment_override(	CODE
LOW	tests/unit/bokeh/test_resources.py	70	def test_cdn_version_programmatic_override_takes_precedence(	CODE
LOW	tests/unit/bokeh/test_resources.py	83	def test_cdn_version_override_is_captured_by_resource_policy(	CODE
LOW	tests/unit/bokeh/test_resources.py	99	def test_explicit_resource_override_version_takes_precedence_over_setting(monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW	tests/unit/bokeh/test_resources.py	143	def test_cdn_version_override_selects_matching_integrity_hash(	CODE
LOW	tests/unit/bokeh/test_resources.py	162	def test_build_accepts_dev_resource_settings(setting: resources.ResourcesSetting, mode: resources.ResourcesMode) -> None	CODE
LOW	tests/unit/bokeh/test_resources.py	176	def test_build_rejects_unknown_dev_resource_settings(setting: str) -> None:	CODE
LOW	tests/unit/bokeh/test_resources.py	181	def test_inline_resource_cache_is_invalidated_by_file_changes(tmp_path: Path) -> None:	CODE
LOW⚡	tests/unit/bokeh/test_palettes.py	29	def test_cmap_generator_function() -> None:	CODE
LOW⚡	tests/unit/bokeh/test_palettes.py	39	def test_all_palettes___palettes__() -> None:	CODE
LOW⚡	tests/unit/bokeh/test_palettes.py	75	def test_diverging_palette_returns_n_colors() -> None:	CODE
LOW⚡	tests/unit/bokeh/test_palettes.py	81	def test_diverging_palette_returns_n_colors_for_off_center_midpoint() -> None:	CODE
LOW⚡	tests/unit/bokeh/test_palettes.py	86	def test_diverging_palette_splits_across_both_palettes() -> None:	CODE
LOW⚡	tests/unit/bokeh/test_palettes.py	91	def test_varying_alpha_palette() -> None:	CODE
LOW⚡	tests/unit/bokeh/test_layouts__typing.py	32	def test_gridplot_typing_no_ncols() -> None:	CODE
LOW	tests/unit/bokeh/test_layouts__typing.py	47	def test_gridplot_typing_using_ncols() -> None:	CODE
LOW	tests/unit/bokeh/test___init__.py	85	def test_jupyter_labextension_path_is_relative_to_the_bokeh_package() -> None:	STRING
LOW⚡	tests/unit/bokeh/test_typing.py	54	def mypy_test_figure_list_attr_splat() -> None:	CODE
LOW⚡	tests/unit/bokeh/test_themes.py	68	def test_construct_empty_theme_from_json(self) -> None:	STRING
LOW⚡	tests/unit/bokeh/test_themes.py	73	def test_construct_no_json_or_filename(self) -> None:	STRING
LOW⚡	tests/unit/bokeh/test_themes.py	78	def test_construct_json_and_filename(self) -> None:	STRING
LOW⚡	tests/unit/bokeh/test_themes.py	287	def test_setting_built_in_theme_obj(self) -> None:	STRING
LOW⚡	tests/unit/bokeh/test_themes.py	294	def test_setting_built_in_theme_str(self) -> None:	STRING
LOW⚡	tests/unit/bokeh/test_themes.py	301	def test_setting_built_in_theme_missing(self) -> None:	STRING
1937 more matches not shown…

Unused Imports939 hits · 753 pts

Severity	File	Line	Context
LOW	setup.py	7	CODE
LOW	tools/milestone.py	3	CODE
LOW	tools/ci/notify_full_ci.py	10	CODE
LOW	tools/ci/check_jupyter_artifacts.py	10	CODE
LOW	tools/ci/import_all_modules.py	12	CODE
LOW	tools/release/build.py	10	CODE
LOW	tools/release/git.py	10	CODE
LOW	tools/release/system.py	10	CODE
LOW	tools/release/enums.py	10	CODE
LOW	tools/release/config.py	10	CODE
LOW	tools/release/deployment.py	7	CODE
LOW	tools/release/util.py	10	CODE
LOW	tools/release/ui.py	10	CODE
LOW	tools/release/checks.py	7	CODE
LOW	tools/release/__init__.py	7	CODE
LOW	tools/release/docs.py	8	CODE
LOW	tools/release/npm.py	7	CODE
LOW	tools/release/action.py	10	CODE
LOW	tools/release/stages.py	7	CODE
LOW	tools/release/publishing.py	7	CODE
LOW	tools/release/pipeline.py	10	CODE
LOW	tools/release/__main__.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	8	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_free_threading.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
879 more matches not shown…

Over-Commented Block696 hits · 636 pts

Severity	File	Line	Snippet	Context
LOW	tools/__init__.py	1	# -----------------------------------------------------------------------------	COMMENT
LOW	tools/ci/import_all_modules.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tools/hooks/__init__.py	1	# -----------------------------------------------------------------------------	COMMENT
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	441	assert port is not None	COMMENT
LOW	tests/test_defaults.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_palettes.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_palettes.py	121		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___init__.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test___init__.py	121	# Code	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	101	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_themes.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_themes.py	321	# Private API	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___main__.py	1	#-----------------------------------------------------------------------------	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		COMMENT
LOW	tests/unit/bokeh/test_free_threading.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_free_threading.py	101	assert len(model_id_sets) == workers * rounds	COMMENT
LOW	tests/unit/bokeh/test_objects.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_objects.py	601	x.update(dict(b=7, c=8))	COMMENT
LOW	tests/unit/bokeh/test_layouts.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/test_layouts.py	321		COMMENT
LOW	tests/unit/bokeh/test_settings.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/test_validation.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/test_validation.py	401	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/test_templates.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/test_templates.py	61	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/test_json_encoder.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	tests/unit/bokeh/core/test_json_encoder.py	101	"""	COMMENT
LOW	tests/unit/bokeh/core/test_enums.py	1	#-----------------------------------------------------------------------------	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	521	assert 'x' not in f_base.properties_with_values(include_defaults=False)	COMMENT
LOW	…sts/unit/bokeh/core/property/test_string_properties.py	1	#-----------------------------------------------------------------------------	COMMENT
LOW	…sts/unit/bokeh/core/property/test_string_properties.py	81		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	…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
636 more matches not shown…

Cross-Language Confusion115 hits · 620 pts

Severity	File	Line	Snippet	Context
HIGH	tools/backport/publishing.py	121	git.push(worktree, state.branch)	CODE
HIGH	tests/test_examples.py	311	width: Math.max(1, Math.ceil(right + parseFloat(style.marginRight \|\| 0))),	CODE
HIGH	tests/test_examples.py	312	height: Math.max(1, Math.ceil(bottom + parseFloat(style.marginBottom \|\| 0))),	CODE
HIGH	tests/test_examples.py	275	return width > 0 && height > 0	STRING
HIGH⚡	tests/unit/bokeh/core/test_json_encoder.py	39	[null,true,false,-128,-1,0,1,128,{"type":"number","value":"nan"}]\	CODE
HIGH⚡	tests/unit/bokeh/core/test_json_encoder.py	43	[null,true,false,-128,-1,0,1,128,{"type":"number","value":"nan"}]\	CODE
HIGH⚡	tests/unit/bokeh/core/test_json_encoder.py	48	null,	CODE
HIGH	tests/unit/bokeh/core/test_json_encoder.py	65	null,	CODE
HIGH⚡	tests/unit/bokeh/core/test_has_props.py	415	assert p1.equals(p2)	CODE
HIGH⚡	tests/unit/bokeh/core/test_has_props.py	417	assert not p1.equals(p2)	CODE
HIGH⚡	tests/unit/bokeh/core/test_has_props.py	419	assert p1.equals(p2)	CODE
HIGH	tests/unit/bokeh/core/test_serialization.py	1652	'"name":null,' +	STRING
HIGH	tests/unit/bokeh/core/test_serialization.py	1653	'"null_child":null,' +	STRING
HIGH⚡	tests/unit/bokeh/embed/test_result.py	1129	Bokeh: failure == "missing-api" ? {version: "3.10.1"} : undefined,	STRING
HIGH⚡	tests/unit/bokeh/embed/test_result.py	1133	const before_dom = targets.every((target) => target.bokehMountError == null)	STRING
HIGH⚡	tests/unit/bokeh/embed/test_result.py	1140	events: targets.map((target) => target.events.length), unrelated: unrelated.bokehMountError == null,	STRING
HIGH	tests/unit/bokeh/embed/test_result.py	1110	this.addEventListener("bokeh:mount-error", (event) => this.events.push(event.detail))	STRING
HIGH	tests/unit/bokeh/util/test_compiler.py	246	formatted.push(`+${difference}}`)	CODE
HIGH	tests/tools/backport/test_git.py	59	git.push(worktree, branch)	CODE
HIGH⚡	tests/integration/test_jupyter_extension.py	312	return current != null && current !== previous && !current.includes("*") && current !== "[ ]:"	STRING
HIGH⚡	tests/integration/test_jupyter_extension.py	322	prompt: cell.querySelector(".jp-InputPrompt")?.textContent?.trim() ?? null,	STRING
HIGH⚡	tests/integration/test_jupyter_extension.py	324	output: cell.querySelector(".jp-OutputArea")?.textContent?.trim() ?? null,	STRING
HIGH⚡	tests/integration/test_jupyter_extension.py	351	if (mount !== direct \|\| mount.view_lookup == null)	STRING
HIGH⚡	tests/integration/test_jupyter_extension.py	351	if (mount !== direct \|\| mount.view_lookup == null)	STRING
HIGH⚡	tests/integration/test_jupyter_extension.py	355	if (model != null && (title == null \|\| model.title?.text === title) &&	STRING
HIGH⚡	tests/integration/test_jupyter_extension.py	356	(serverSession == null \|\| ownsServerSession === serverSession))	STRING
HIGH⚡	tests/integration/test_jupyter_extension.py	357	return true	STRING
HIGH⚡	tests/integration/test_jupyter_extension.py	359	return false	STRING
HIGH	tests/integration/test_jupyter_resources.py	64	window.__resourceEvents.push({kind, detail: event.detail})	CODE
HIGH	tests/integration/test_jupyter_resources.py	91	ensure: async (...args) => window.__ensureCalls.push(args),	CODE
HIGH	tests/integration/test_jupyter_resources.py	193	ensure: async (requirements) => window.__ensureCalls.push(requirements.components),	CODE
HIGH	tests/integration/test_jupyter_resources.py	221	window.__ensureCalls.push(args)	CODE
HIGH	tests/integration/test_jupyter_resources.py	299	ensure: async (...args) => window.__ensureCalls.push(args),	CODE
HIGH	tests/integration/test_jupyter_resources.py	321	resource_loader: {ensure: async () => undefined},	CODE
HIGH⚡	tests/integration/server_e2e/test_react_mount.py	114	assert original.evaluate("saved => saved.view != null && saved.node != null")	CODE
HIGH⚡	tests/integration/server_e2e/test_react_mount.py	124	return host.bokehMount == null && host.childElementCount === 0	CODE
HIGH⚡	tests/integration/server_e2e/test_react_mount.py	134	host.bokehMount === saved.mount && host.firstElementChild === saved.node &&	CODE
HIGH	tests/integration/server_e2e/test_react_mount.py	159	host.bokehMount !== saved.mount && host.bokehMount.document === saved.mount.document &&	CODE
HIGH	tests/integration/server_e2e/test_react_mount.py	170	assert original.evaluate("({mount}) => mount.document.is_destroyed && mount.document.views_manager == null")	STRING
HIGH	tests/integration/server_e2e/test_react_mount.py	197	assert original.evaluate("mount => mount.session.document === mount.document && mount.views.length === 3")	STRING
HIGH	tests/integration/server_e2e/test_react_mount.py	212	return extra != null && mount.view(extra.id) != null && mount.views.length === 4	CODE
HIGH	tests/integration/server_e2e/test_react_mount.py	223	return mount.document.roots().length === 3 && mount.views.length === 3	CODE
HIGH	tests/integration/server_e2e/test_react_mount.py	235	assert original.evaluate("mount => mount.views.length === 0 && mount.document.views_manager == null")	CODE
HIGH	tests/integration/server_e2e/test_react_mount.py	236	assert target.evaluate("host => host.childElementCount === 0 && host.bokehMount == null")	CODE
HIGH	tests/integration/server_e2e/test_embed_resources.py	61	this.define<any>(({Any}) => ({child: [Any, null]}))	CODE
HIGH	tests/integration/server_e2e/test_embed_resources.py	129	return target?.bokehMount != null \|\| target?.bokehMountError != null	STRING
HIGH	tests/integration/server_e2e/test_embed_resources.py	153	return Definition != null && Definition.create().child.type === hidden_name	CODE
HIGH	tests/integration/server_e2e/test_examples.py	134	"() => globalThis.Bokeh != null && Bokeh.documents.length === 1",	CODE
HIGH⚡	tests/codebase/test_ci_workflows.py	56	assert concurrency["group"] == "${{ github.workflow }}-${{ github.event.pull_request.number \|\| github.ref }}"	CODE
HIGH	examples/advanced/extensions/ticking.py	17	formatted.push(`+${(Number(ticks[i]) - Number(ticks[0])).toPrecision(2)}`)	CODE
HIGH	examples/basic/annotations/path_markings.py	90	if (source.document == null) {	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	48	colors.push(`${color} ${offset}px`)	CODE
HIGH	examples/models/custom.py	50	colors.push(`${color} ${offset}px`)	CODE
HIGH⚡	examples/models/buttons.py	32	button.js_on_event("button_click", CustomJS(code="console.log('button: click ', this.toString())"))	CODE
HIGH⚡	examples/models/buttons.py	33	button.js_on_event("button_click", CustomJS(code="console.log('button: click ', this.toString())"))	CODE
55 more matches not shown…

Docstring Block Structure70 hits · 350 pts

Severity	File	Line	Snippet	Context
HIGH	src/bokeh/palettes.py	1507	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	1529	Generate a new palette by combining exactly two input palettes. Given an input ``palette1`` and ``palette2``, take	STRING
HIGH	src/bokeh/palettes.py	1572	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	1640	Generate a new palette by interpolating a given palette. Linear interpolation is performed separately on each of t	STRING
HIGH	src/bokeh/palettes.py	1677	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	1706	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	1735	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	1764	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	1793	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	1822	Generate a palette of colors from the Turbo palette. Turbo is described here: https://ai.googleblog.com/2019/	STRING
HIGH	src/bokeh/palettes.py	1855	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	1887	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	192	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	259	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	296	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	320	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	458	Return the setting value according to the standard precedence. Args: value (any, optional):	STRING
HIGH	src/bokeh/resources.py	455	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	215	Create an \|Enumeration\| object from a sequence of values. Call ``enumeration`` with a sequence of (unique) strings	STRING
HIGH	src/bokeh/core/query.py	62	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	70	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	329	Implement the getter for the Python `descriptor protocol`_. For instance attribute access, we delegate to the	STRING
HIGH	src/bokeh/core/property/descriptors.py	610	Internal implementation of instance attribute access for the ``PropertyDescriptor`` getter. If the val	STRING
HIGH	src/bokeh/core/property/wrappers.py	117	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	299	Determine whether we can set this property from this value. Validation happens before transform() Arg	STRING
HIGH	src/bokeh/core/validation/decorators.py	99	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	139	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	79	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	63	Join together sequences of strings into English-friendly phrases using the conjunction ``or`` when appropriate.	STRING
HIGH	src/bokeh/util/dependencies.py	69	Attempt to import a required dependency. Raises a RuntimeError if the requested module is not available. Args	STRING
HIGH	src/bokeh/io/jupyter_export.py	135	Associate a validated correlation identifier with the current export. Args: export_id: The fron	STRING
HIGH	src/bokeh/io/jupyter_export.py	192	Store bounded frontend state for exactly one correlated export request. Args: path: The noteboo	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	1289	Build a notebook application URL with an optional loopback port. Args: url: The notebook URL or	STRING
HIGH	src/bokeh/io/jupyter.py	316	Render the portable executable owner for a resource record. Args: payload: The metadata describ	STRING
HIGH	src/bokeh/io/jupyter.py	398	Describe a safe file link relative to the current notebook. Args: path: A POSIX-style path rela	STRING
HIGH	src/bokeh/server/server.py	551	Create a ``Server`` instance, applying any relevant ``Server`` settings from the global settings module, if the	STRING
HIGH	src/bokeh/server/util.py	95	Validate host patterns used to allow WebSocket connections. Args: host_list (seq[str]) : A seq	STRING
HIGH	src/bokeh/server/util.py	140	This allowlist can be used to restrict websocket or other connections to only those explicitly originating fro	STRING
HIGH	src/bokeh/server/util.py	196	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	457	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	500	Internal implementation to efficiently update data source columns with new append-only data. The internal imple	STRING
HIGH	src/bokeh/models/sources.py	621	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	119	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	768	Create a simple table from a pandas dataframe, dictionary or ColumnDataSource. Args: data (DataFra	STRING
HIGH	src/bokeh/document/document.py	751	Remove a callback added earlier with ``add_next_tick_callback``. Args: callback_obj : a value retu	STRING
HIGH	src/bokeh/document/document.py	781	Remove a callback added earlier with ``add_periodic_callback`` Args: callback_obj : a value return	STRING
HIGH	src/bokeh/document/document.py	827	Remove a callback added earlier with ``add_timeout_callback``. Args: callback_obj : a value return	STRING
HIGH	src/bokeh/document/callbacks.py	166	Internal implementation for adding session callbacks. Args: callback_obj (SessionCallback) :	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	150	Applies basic cascading logic to deduce properties for a glyph. Args: glyphclass : the typ	STRING
HIGH	src/bokeh/plotting/_figure.py	382	Generate multiple ``HArea`` renderers for levels stacked left to right. Args: stackers (se	STRING
HIGH	src/bokeh/plotting/_figure.py	428	Generate multiple ``HBar`` renderers for levels stacked left to right. Args: stackers (seq[str]) :	STRING
HIGH	src/bokeh/plotting/_figure.py	474	Generate multiple ``Line`` renderers for lines stacked vertically or horizontally. Args: s	STRING
HIGH	src/bokeh/plotting/_figure.py	524	Generate multiple ``Line`` renderers for lines stacked horizontally. Args: stackers (seq[str]) : a	STRING
HIGH	src/bokeh/plotting/_figure.py	567	Generate multiple ``VArea`` renderers for levels stacked bottom to top. Args: stackers (se	STRING
10 more matches not shown…

Cross-File Repetition57 hits · 285 pts

Severity	File	Snippet	Context
HIGH	src/bokeh/core/property/constraints.py	clone this property and allow to override ``default`` and ``help``.	STRING
HIGH	src/bokeh/core/property/enum.py	clone this property and allow to override ``default`` and ``help``.	STRING
HIGH	src/bokeh/core/property/bases.py	clone this property and allow to override ``default`` and ``help``.	STRING
HIGH	src/bokeh/server/views/session_handler.py	implements a custom tornado handler for document display page	STRING
HIGH	src/bokeh/server/views/doc_handler.py	implements a custom tornado handler for document display page	STRING
HIGH	src/bokeh/server/views/metadata_handler.py	implements a custom tornado handler for document display page	STRING
HIGH	src/bokeh/models/transforms.py	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	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	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	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	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	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	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	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	the angles to rotate the text, as measured from the horizontal.	STRING
HIGH	src/bokeh/models/annotations/labels.py	the angles to rotate the text, as measured from the horizontal.	STRING
HIGH	src/bokeh/models/annotations/html/labels.py	the angles to rotate the text, as measured from the horizontal.	STRING
HIGH	src/bokeh/models/glyphs.py	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	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	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	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	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	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	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	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	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	the unit type for the ``xs`` attribute. interpreted as \|data units\| by default.	STRING
HIGH	src/bokeh/models/annotations/geometry.py	the unit type for the ``xs`` attribute. interpreted as \|data units\| by default.	STRING
HIGH	src/bokeh/models/annotations/html/labels.py	the unit type for the ``xs`` attribute. interpreted as \|data units\| by default.	STRING
HIGH	src/bokeh/models/annotations/labels.py	the unit type for the ``ys`` attribute. interpreted as \|data units\| by default.	STRING
HIGH	src/bokeh/models/annotations/geometry.py	the unit type for the ``ys`` attribute. interpreted as \|data units\| by default.	STRING
HIGH	src/bokeh/models/annotations/html/labels.py	the unit type for the ``ys`` attribute. interpreted as \|data units\| by default.	STRING
HIGH	src/bokeh/document/models.py	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	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	args: document (document): a document to manage modules for a weak reference to the document will be retained	STRING
HIGH	src/bokeh/model/util.py	provide a base class for all objects (called bokeh models) that can go in a bokeh \|document\|.	STRING
HIGH	src/bokeh/model/docs.py	provide a base class for all objects (called bokeh models) that can go in a bokeh \|document\|.	STRING
HIGH	src/bokeh/model/model.py	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	provide a base class for all objects (called bokeh models) that can go in a bokeh \|document\|.	STRING
HIGH	src/bokeh/application/application.py	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	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	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	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	bokeh application handler to look for bokeh server lifecycle callbacks in a specified python module.	STRING
HIGH	src/bokeh/application/handlers/request_handler.py	bokeh application handler to look for bokeh server lifecycle callbacks in a specified python module.	STRING
HIGH	src/bokeh/application/handlers/server_lifecycle.py	bokeh application handler to look for bokeh server lifecycle callbacks in a specified python module.	STRING
HIGH	src/bokeh/application/handlers/lifecycle.py	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	if the handler fails, may contain a related error message.	STRING
HIGH	src/bokeh/application/handlers/handler.py	if the handler fails, may contain a related error message.	STRING
HIGH	src/bokeh/application/handlers/server_lifecycle.py	if the handler fails, may contain a related error message.	STRING
HIGH	src/bokeh/application/handlers/code.py	if the handler fails, may contain a related error message.	STRING
HIGH	src/bokeh/application/handlers/directory.py	if the handler fails, may contain a related error message.	STRING
HIGH	…c/bokeh/application/handlers/server_request_handler.py	if the handler fails, may contain a traceback or other details.	STRING
HIGH	src/bokeh/application/handlers/handler.py	if the handler fails, may contain a traceback or other details.	STRING
HIGH	src/bokeh/application/handlers/server_lifecycle.py	if the handler fails, may contain a traceback or other details.	STRING
HIGH	src/bokeh/application/handlers/code.py	if the handler fails, may contain a traceback or other details.	STRING
HIGH	src/bokeh/application/handlers/directory.py	if the handler fails, may contain a traceback or other details.	STRING

Empty Error Handlers48 hits · 240 pts

Severity	File	Line	Snippet	Context
HIGH	tests/test_examples.py	369	except subprocess.TimeoutExpired:	CODE
HIGH	tests/test_examples.py	333	except OSError:	CODE
HIGH	tests/test_examples.py	364	except OSError:	CODE
HIGH	…ts/unit/bokeh/core/property/test_wrappers__property.py	545	except Exception:	CODE
HIGH	…ts/unit/bokeh/core/property/test_wrappers__property.py	550	except Exception:	CODE
HIGH	tests/unit/bokeh/server/test_asgi.py	1363	except asyncio.CancelledError:	CODE
HIGH	tests/unit/bokeh/model/test_model.py	433	except BokehDeprecationWarning:	CODE
HIGH	tests/integration/test_jupyter_extension.py	374	except (OSError, ValueError):	CODE
HIGH	tests/integration/server_proxy/test_proxy.py	51	except (OSError, URLError):	CODE
HIGH	tests/integration/server_e2e/test_examples.py	70	except (OSError, URLError):	CODE
HIGH	tests/support/plugins/file_server.py	108	except OSError:	CODE
HIGH	docs/bokeh/docserver.py	94	except KeyboardInterrupt:	CODE
HIGH	docs/bokeh/api_reference/__main__.py	358	except OSError:	CODE
HIGH	src/bokeh/settings.py	952	except Exception:	CODE
HIGH	src/bokeh/core/property/either.py	84	except ValueError:	CODE
HIGH	src/bokeh/core/property/nullable.py	59	except ValueError:	CODE
HIGH	src/bokeh/core/property/dataspec.py	236	except ValueError:	CODE
HIGH	src/bokeh/core/property/dataspec.py	465	except TypeError:	CODE
HIGH	src/bokeh/core/property/dataspec.py	480	except TypeError:	CODE
HIGH	src/bokeh/core/property/dataspec.py	494	except TypeError:	CODE
HIGH	src/bokeh/core/property/datetime.py	115	except Exception:	CODE
HIGH	src/bokeh/core/property/datetime.py	143	except ValueError:	CODE
HIGH	src/bokeh/util/asyncio.py	159	except asyncio.CancelledError:	CODE
HIGH	src/bokeh/util/asyncio.py	107	except BaseException:	CODE
HIGH	src/bokeh/util/asyncio.py	197	except ValueError:	CODE
HIGH	src/bokeh/util/browser.py	127	except Exception:	CODE
HIGH	src/bokeh/util/serialization.py	255	except (TypeError, ValueError):	CODE
HIGH	src/bokeh/util/dependencies.py	59	except ImportError:	CODE
HIGH	src/bokeh/io/saving.py	178	except OSError:	CODE
HIGH	src/bokeh/io/browser.py	589	except Exception:	CODE
HIGH	src/bokeh/io/browser.py	225	except Exception:	CODE
HIGH	src/bokeh/io/browser.py	232	except Exception:	CODE
HIGH	src/bokeh/io/_anywidget.py	176	except Exception:	CODE
HIGH	src/bokeh/io/notebook.py	808	except Exception:	CODE
HIGH	src/bokeh/server/callbacks.py	223	except ValueError:	CODE
HIGH	src/bokeh/server/executor.py	68	except BaseException:	CODE
HIGH	src/bokeh/server/views/static_handler.py	137	except Exception:	CODE
HIGH	src/bokeh/server/views/embed_json_handler.py	49	except HTTPError:	CODE
HIGH	src/bokeh/models/util/structure.py	172	except (TypeError, UnsetValueError):	CODE
HIGH	src/bokeh/models/util/structure.py	176	except (TypeError, UnsetValueError):	CODE
HIGH	src/bokeh/models/util/structure.py	180	except (AttributeError, ValueError, UnsetValueError):	CODE
HIGH	src/bokeh/models/widgets/sliders.py	86	except UnsetValueError:	CODE
HIGH	src/bokeh/models/widgets/sliders.py	88	except AttributeError:	CODE
HIGH	src/bokeh/plotting/_plot.py	93	except ValueError: # @mattpap suggests ValidationError instead	CODE
HIGH	src/bokeh/plotting/_plot.py	173	except ValueError:	CODE
HIGH	src/bokeh/model/model.py	115	except (TypeError, ValueError):	CODE
HIGH	src/bokeh/model/model.py	129	except (TypeError, ValueError):	CODE
HIGH	src/bokeh/command/subcommands/__init__.py	68	except TypeError:	CODE

Hallucination Indicators13 hits · 160 pts

Severity	File	Line	Snippet	Context
CRITICAL	tests/unit/bokeh/io/test_saving.py	201	mock_open.return_value.__enter__.return_value.write.assert_called_once_with("<html></html>")	CODE
CRITICAL	bokehjs/src/lib/models/annotations/toolbar_panel.ts	62	this.plot_view.canvas.ui_event_bus.focus.connect(() => {	CODE
CRITICAL	bokehjs/src/lib/models/annotations/toolbar_panel.ts	65	this.plot_view.canvas.ui_event_bus.blur.connect(() => {	CODE
CRITICAL	bokehjs/src/lib/models/graphs/graph_hit_test_policy.ts	86	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	130	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	205	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	209	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	215	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	281	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	285	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	291	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	370	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	380	graph_view.node_view.model.data_source.inspect.emit([graph_view.node_view.model, {geometry}])	CODE

Cross-Language Confusion (JS/TS)28 hits · 158 pts

Severity	File	Line	Snippet	Context
HIGH	bokehjs/make/task.ts	68	print(`${chalk.red("failed:")} ${msg}`)	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	71	print(`${cyan("npm install")} failed to start: ${red(error.message)}`)	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	75	print(`${cyan("npm install")} failed with exit code ${red(`${status}`)}.`)	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	81	print(`Using nodejs ${magenta(node_version)} and npm ${magenta(npm_version(base_dir))}`)	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	82	print(`Working directory: ${cyan(base_dir)}`)	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	221	print(`Created empty ${cyan("index.ts")}. This is the entry point of your extension.`)	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	224	print(`You can build your extension with ${magenta(`bokeh build ${rel}`)}`)	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	226	print("All done.")	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	267	print("Using different version of bokeh, rebuilding from scratch.")	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	277	print(`${cyan(package_json_path)} doesn't exist. Not a npm package.`)	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	280	print(`Running ${cyan("npm install")}.`)	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	285	print(`${result} Running ${cyan("npm install")}.`)	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	362	print(report_diagnostics(tsconfig2.diagnostics).text)	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	370	print(`Compiling TypeScript (${magenta(count_files(files))})`)	CODE
HIGH⚡	bokehjs/src/compiler/build.ts	377	print(report_diagnostics(tsoutput.diagnostics).text)	CODE
HIGH	bokehjs/src/compiler/build.ts	51	print(` ${file}`)	CODE
HIGH	bokehjs/src/compiler/build.ts	146	print("Already a bokeh extension. Quitting.")	CODE
HIGH	bokehjs/src/compiler/build.ts	152	print(`Wrote ${cyan(path)}`)	CODE
HIGH	bokehjs/src/compiler/build.ts	191	print(`${red("Invalid input")}. Assuming no.`)	CODE
HIGH	bokehjs/src/compiler/build.ts	249	print("Not a bokeh extension. Quitting.")	CODE
HIGH	bokehjs/src/compiler/build.ts	308	print(`TypeScript lib: ${cyan(tslib_dir)}`)	CODE
HIGH	bokehjs/src/compiler/build.ts	312	print(`Using ${cyan(tsconfig_path)}`)	CODE
HIGH	bokehjs/src/compiler/build.ts	333	print(report_diagnostics(tsconfig.diagnostics).text)	CODE
HIGH	bokehjs/src/compiler/build.ts	349	print(`Compiling styles (${magenta(count_files(styles))})`)	CODE
HIGH	bokehjs/src/compiler/build.ts	400	print("Linking modules")	CODE
HIGH	bokehjs/src/compiler/build.ts	421	print(`Failed to license text from ${magenta(license_path)}`)	CODE
HIGH	bokehjs/src/compiler/build.ts	463	print(`Output written to ${cyan(dist_dir)}`)	CODE
HIGH	bokehjs/src/compiler/build.ts	464	print("All done.")	CODE

Excessive Try-Catch Wrapping93 hits · 81 pts

Severity	File	Line	Snippet	Context
LOW	setup.py	187	except Exception:	CODE
MEDIUM	tools/ci/notify_full_ci.py	132	print(f"Error: {error.stderr.strip() or str(error)}", file=sys.stderr)	STRING
LOW	tools/release/build.py	193	except Exception as e:	CODE
LOW	tools/release/build.py	210	except Exception as e:	CODE
LOW	tools/release/build.py	246	except Exception as e:	CODE
LOW	tools/release/build.py	281	except Exception as e:	CODE
LOW	…ts/unit/bokeh/core/property/test_wrappers__property.py	545	except Exception:	CODE
LOW	…ts/unit/bokeh/core/property/test_wrappers__property.py	550	except Exception:	CODE
LOW	tests/unit/bokeh/model/test_model.py	435	except Exception:	CODE
LOW	tests/unit/bokeh/command/subcommands/test_serve.py	581	except Exception:	CODE
LOW	tests/integration/test_marimo.py	42	except Exception:	CODE
LOW	tests/integration/test_jupyter_extension.py	194	except Exception:	STRING
LOW	tests/support/util/filesystem.py	65	except Exception as e:	CODE
LOW	examples/server/app/taylor.py	57	except Exception as exception:	CODE
MEDIUM	examples/server/app/taylor.py	54	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	240	except Exception:	CODE
LOW⚡	src/bokeh/settings.py	952	except Exception:	STRING
LOW	src/bokeh/settings.py	932	except Exception:	STRING
LOW	src/bokeh/resources.py	499	except Exception as e:	CODE
LOW	src/bokeh/core/property/datetime.py	75	except Exception:	CODE
LOW	src/bokeh/core/property/datetime.py	115	except Exception:	CODE
LOW	src/bokeh/sphinxext/bokeh_plot.py	194	except Exception as e:	CODE
LOW	src/bokeh/sphinxext/bokeh_plot.py	257	except Exception as e:	CODE
LOW	src/bokeh/sphinxext/_internal/bokeh_palette.py	134	except Exception as e:	CODE
LOW	src/bokeh/util/asyncio.py	135	except Exception:	CODE
LOW⚡	src/bokeh/util/browser.py	127	except Exception:	CODE
LOW	src/bokeh/util/info.py	74	except Exception:	CODE
LOW	src/bokeh/util/dependencies.py	61	except Exception:	CODE
LOW	src/bokeh/io/jupyter_export.py	399	except Exception as error:	CODE
LOW	src/bokeh/io/jupyter_export.py	485	except Exception:	CODE
LOW	src/bokeh/io/jupyter_app.py	100	except Exception:	CODE
LOW	src/bokeh/io/jupyter_app.py	196	except Exception:	CODE
LOW⚡	src/bokeh/io/jupyter_app.py	231	except Exception:	CODE
LOW	src/bokeh/io/jupyter_app.py	340	except Exception:	CODE
MEDIUM	src/bokeh/io/jupyter_app.py	76	def _run(self) -> None:	CODE
LOW⚡	src/bokeh/io/browser.py	316	except Exception:	CODE
LOW⚡	src/bokeh/io/browser.py	332	except Exception as e:	CODE
LOW⚡	src/bokeh/io/browser.py	589	except Exception:	CODE
LOW	src/bokeh/io/browser.py	225	except Exception:	CODE
LOW	src/bokeh/io/browser.py	232	except Exception:	CODE
LOW	src/bokeh/io/browser.py	262	except Exception as e:	CODE
LOW	src/bokeh/io/browser.py	301	except Exception as e:	CODE
LOW	src/bokeh/io/browser.py	347	except Exception:	CODE
LOW	src/bokeh/io/browser.py	575	except Exception as e:	CODE
LOW	src/bokeh/io/_anywidget.py	176	except Exception:	CODE
MEDIUM	src/bokeh/io/notebook.py	241	def _headless_notebook_environment() -> bool:	CODE
LOW	src/bokeh/io/notebook.py	174	except Exception:	CODE
LOW	src/bokeh/io/notebook.py	190	except Exception:	CODE
LOW	src/bokeh/io/notebook.py	238	except Exception:	CODE
LOW	src/bokeh/io/notebook.py	255	except Exception:	CODE
LOW	src/bokeh/io/notebook.py	394	except Exception:	CODE
LOW	src/bokeh/io/notebook.py	406	except Exception:	CODE
LOW	src/bokeh/io/notebook.py	500	except Exception:	CODE
LOW	src/bokeh/io/notebook.py	505	except Exception:	CODE
LOW	src/bokeh/io/notebook.py	643	except Exception:	CODE
LOW	src/bokeh/io/notebook.py	655	except Exception:	CODE
LOW	src/bokeh/io/notebook.py	696	except Exception:	CODE
33 more matches not shown…

Deep Nesting99 hits · 78 pts

Severity	File	Line	Context
LOW	tools/milestone.py	364	CODE
LOW	tools/backport/updating.py	178	CODE
LOW	tools/release/build.py	160	CODE
LOW	tools/release/build.py	286	CODE
LOW	tools/release/checks.py	104	CODE
LOW	tools/release/checks.py	124	CODE
LOW	tests/test_examples.py	170	CODE
LOW	tests/unit/bokeh/test_events.py	61	CODE
LOW	tests/unit/bokeh/embed/test_result.py	387	CODE
LOW	tests/unit/bokeh/embed/test_result.py	390	CODE
LOW	tests/unit/bokeh/server/test_server__server.py	154	CODE
LOW	tests/unit/bokeh/server/test_asgi.py	794	CODE
LOW	tests/unit/bokeh/server/test_asgi.py	812	CODE
LOW	…sts/unit/bokeh/server/views/test_embed_json_handler.py	241	CODE
LOW	tests/unit/bokeh/command/subcommands/test_serve.py	561	CODE
LOW	tests/tools/release/test_build.py	210	CODE
LOW	tests/integration/server_proxy/test_proxy.py	42	CODE
LOW	tests/integration/server_e2e/test_embed_resources.py	36	CODE
LOW	tests/integration/server_e2e/test_examples.py	61	CODE
LOW	tests/support/util/filesystem.py	77	CODE
LOW	tests/support/util/examples.py	149	CODE
LOW	tests/support/util/compare.py	45	CODE
LOW	examples/server/app/image_blur.py	33	CODE
LOW	examples/server/app/ohlc/main.py	67	CODE
LOW	examples/server/api/asgi/react_mount.py	123	CODE
LOW	examples/server/api/asgi/framework_free.py	41	CODE
LOW	examples/server/api/asgi/streamlit_particles/ui.py	59	CODE
LOW	src/bokeh/resources.py	244	CODE
LOW	src/bokeh/layouts.py	221	CODE
LOW	src/bokeh/layouts.py	419	CODE
LOW	src/bokeh/layouts.py	623	CODE
LOW	src/bokeh/layouts.py	697	CODE
LOW	src/bokeh/layouts.py	494	CODE
LOW	src/bokeh/layouts.py	509	CODE
LOW	src/bokeh/core/query.py	107	CODE
LOW	src/bokeh/core/has_props.py	239	CODE
LOW	src/bokeh/core/has_props.py	849	CODE
LOW	src/bokeh/core/serialization.py	293	CODE
LOW	src/bokeh/core/serialization.py	541	CODE
LOW	src/bokeh/core/serialization.py	680	CODE
LOW	src/bokeh/core/property/descriptors.py	906	CODE
LOW	src/bokeh/core/property/wrappers.py	447	CODE
LOW	src/bokeh/core/property/wrappers.py	515	CODE
LOW	src/bokeh/core/property/struct.py	83	CODE
LOW	src/bokeh/core/property/bases.py	348	CODE
LOW	src/bokeh/sphinxext/_internal/bokeh_model.py	241	CODE
LOW	src/bokeh/sphinxext/_internal/bokeh_model.py	271	CODE
LOW	src/bokeh/sphinxext/_internal/bokeh_prop.py	174	CODE
LOW	src/bokeh/sphinxext/_internal/bokeh_sampledata_xref.py	125	CODE
LOW	src/bokeh/sphinxext/_internal/bokeh_sampledata_xref.py	168	CODE
LOW	src/bokeh/sphinxext/_internal/bokeh_example_metadata.py	120	CODE
LOW	src/bokeh/sphinxext/_internal/parallel.py	42	CODE
LOW	src/bokeh/sphinxext/_internal/bokeh_toc.py	50	CODE
LOW	src/bokeh/embed/_output.py	216	CODE
LOW	src/bokeh/embed/_output.py	256	CODE
LOW	src/bokeh/embed/result.py	433	CODE
LOW	src/bokeh/embed/_util.py	273	CODE
LOW	src/bokeh/embed/_util.py	366	CODE
LOW	src/bokeh/embed/resources.py	391	CODE
LOW	src/bokeh/embed/resources.py	577	CODE
39 more matches not shown…

AI Slop Vocabulary9 hits · 24 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/examples.yaml	29	"spectrogram", # Custom models not working in CI test harness	CODE
MEDIUM	bokehjs/src/lib/models/glyphs/webgl/polygon.ts	132	// robust tessellation path.	COMMENT
MEDIUM	bokehjs/src/lib/models/glyphs/webgl/polygon.ts	246	// retaining the robust path for crossings, overlaps, and large contours.	COMMENT
MEDIUM	…s/src/lib/models/formatters/datetime_tick_formatter.ts	317	// For repeating labels only utilize the first entry	COMMENT
MEDIUM	…/src/lib/models/formatters/timedelta_tick_formatter.ts	290	// For repeating labels only utilize the first entry	COMMENT
MEDIUM	.github/workflows/bokeh-ci.yml	464	# 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	41	# if BOKEH_DOCS_CDN is unset just use default CDN resources	COMMENT
LOW⚡	src/bokeh/sphinxext/_internal/bokeh_example_metadata.py	140	# just use class role as-is for anything else	COMMENT

Modern Structural Boilerplate30 hits · 22 pts

Severity	File	Line	Snippet	Context
LOW	tools/backport/merging.py	114	def set_accepted_status(api: GitHubAPI, repository: str, number: int) -> None:	CODE
LOW	tools/release/build.py	163	def update_dependencies(content: dict[str, Any]) -> None:	CODE
LOW	tools/release/build.py	174	def update_package_json(content: dict[str, Any]) -> None:	CODE
LOW	tools/release/build.py	179	def update_package_lock_json(content: dict[str, Any]) -> None:	CODE
LOW	…sts/unit/bokeh/server/views/test_embed_json_handler.py	68	def set_header(self, name: str, value: str) -> None:	CODE
LOW	tests/integration/server_e2e/test_react_mount.py	87	def _set_client_value(page: Any, value: int) -> None:	CODE
LOW	tests/integration/server_e2e/test_examples.py	139	def _set_fourier_terms(target: Any, terms: int) -> None:	CODE
LOW	examples/server/api/asgi/fourier_studio.py	157	def update_data() -> None:	STRING
LOW	examples/server/api/asgi/fastapi_shared_data.py	92	def update_document(doc: Document) -> None:	CODE
LOW	…ples/server/api/asgi/streamlit_particles/simulation.py	211	def update_presentation(state: Snapshot) -> None:	CODE
LOW	src/bokeh/settings.py	488	def set_value(self, value: str \| T) -> None:	CODE
LOW	src/bokeh/core/has_props.py	526	def set_from_json(self, name: str, value: Any, *, setter: Setter \| None = None) -> None:	CODE
LOW	src/bokeh/core/property/descriptors.py	222	def set_from_json(self, obj: HasProps, value: Any, *, setter: Setter \| None = None) -> None:	CODE
LOW	src/bokeh/core/property/descriptors.py	496	def set_from_json(self, obj: HasProps, value: Any, *, setter: Setter \| None = None) -> None:	STRING
LOW	src/bokeh/core/property/descriptors.py	668	def _set_value(self, obj: HasProps, value: Any) -> None:	STRING
LOW	src/bokeh/core/property/descriptors.py	906	def set_from_json(self, obj: HasProps, value: Any, *, setter: Setter \| None = None) -> None:	STRING
LOW⚡	src/bokeh/core/property/validation.py	41	def set_validation_default(value: bool) -> None:	CODE
LOW	src/bokeh/sphinxext/_internal/timing.py	50	def _setup_docs_profile(app: Any) -> None:	CODE
LOW	src/bokeh/util/callback_manager.py	118	def _update_event_callbacks(self) -> None:	CODE
LOW	src/bokeh/util/compiler.py	278	def set_cache_hook(hook: Callable[[CustomModel, Implementation], AttrDict \| None]) -> None:	CODE
LOW	src/bokeh/io/doc.py	92	def set_curdoc(doc: Document) -> None:	CODE
LOW	src/bokeh/server/contexts.py	103	def _set_session(self, session: ServerSession) -> None:	CODE
LOW	src/bokeh/server/views/embed_json_handler.py	33	def set_default_headers(self) -> None:	CODE
LOW	src/bokeh/models/layouts.py	281	def _set_background(self, color: ColorLike) -> None:	STRING
LOW	src/bokeh/models/renderers/contour_renderer.py	67	def set_data(self, data: ContourData) -> None:	STRING
LOW	src/bokeh/document/models.py	255	def update_name(self, model: Model, old_name: str \| None, new_name: str \| None) -> None:	CODE
LOW	src/bokeh/document/document.py	892	def set_select(self, selector: SelectorType \| type[Model], updates: dict[str, Any]) -> None:	STRING
LOW	src/bokeh/document/document.py	913	def set_title(self, title: str, setter: Setter \| None = None) -> None:	STRING
LOW	src/bokeh/document/document.py	1092	def _set_config(self, config: DocumentConfig) -> None:	STRING
LOW	src/bokeh/model/model.py	607	def set_select(self, selector: type[Model] \| SelectorType, updates: dict[str, Any]) -> None:	STRING

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	224	this.error(`can't resolve named symbol '${obj.name}'`) // TODO: implement symbol resolution	CODE
LOW	src/bokeh/core/serialization.py	756	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	21	# Create an array of synthetic times, starting at the current time, and extending 24hrs	COMMENT

AI Structural Patterns7 hits · 6 pts

Severity	File	Line	Context
LOW	src/bokeh/events.py	648	CODE
LOW	src/bokeh/core/property/datetime.py	167	CODE
LOW	src/bokeh/embed/_util.py	188	CODE
LOW	src/bokeh/server/server.py	534	CODE
LOW	src/bokeh/server/core.py	185	CODE
LOW	src/bokeh/server/tornado.py	257	CODE
LOW	src/bokeh/plotting/glyph_api.py	84	CODE

Overly Generic Function Names5 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	tools/milestone.py	166	def helper(cursor: str \| None = None) -> int \| None:	CODE
LOW	tools/milestone.py	281	def helper(kind: MilestoneKind, cursor: str \| None = None) -> None:	STRING
LOW	tests/support/plugins/bokeh_server.py	91	def helper() -> Any:	CODE
LOW	tests/support/plugins/jupyter_notebook.py	145	def helper() -> Any:	STRING
LOW	examples/server/app/gapminder/data.py	4	def process_data():	CODE

Fake / Example Data3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	bokehjs/test/unit/models/sources/ajax_data_source.ts	177	const source = AjaxDataSource.create({data_url: "/ajax/dummy_data", polling_interval: 100, if_modified: true	CODE
LOW	bokehjs/test/devtools/server.ts	163	app.post("/ajax/dummy_data", async (_req, res) => {	CODE
LOW	bokehjs/src/lib/core/dom.ts	198	placeholder: HTMLInputElement["placeholder"]	CODE

Redundant / Tautological Comments1 hit · 2 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

bokeh/bokeh

Open-Source Code Quality, Security and Technical Debt Review