music-assistant/server

31.1

Adjusted Score

31.1

Raw Score

100%

Time Factor

2026-08-29

Last Push

3.0K

Stars

Python

Language

699.4K

Lines of Code

2.3K

Files

17.5K

Pattern Hits

2026-08-29

Scan Date

0.34

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 90HIGH 669MEDIUM 783LOW 15969

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 17511 distinct pattern matches across 24 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

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

Hyper-Verbose Identifiers12693 hits · 11354 pts

Severity	File	Line	Snippet	Context
LOW	tests/conftest.py	57	def pytest_report_to_serializable() -> Generator[None, object, object]:	CODE
LOW	tests/conftest.py	70	def isolate_models_global_cache() -> Generator[None]:	CODE
LOW⚡	tests/test_library_sync.py	838	async def test_set_provider_mappings_overwrite_keeps_existing_when_empty(	CODE
LOW⚡	tests/test_library_sync.py	853	async def test_set_provider_mappings_no_mappings_is_noop(mock_controller: Mock) -> None:	CODE
LOW⚡	tests/test_library_sync.py	866	async def test_set_provider_mappings_upsert_preserves_null_in_library(	CODE
LOW	tests/test_library_sync.py	91	async def test_add_item_to_library_sets_in_library_true() -> None:	CODE
LOW	tests/test_library_sync.py	125	async def test_add_item_to_library_sets_in_library_even_when_sync_back_disabled() -> None:	CODE
LOW	tests/test_library_sync.py	159	async def test_add_item_to_library_sets_in_library_even_when_edit_not_supported() -> None:	CODE
LOW	tests/test_library_sync.py	191	async def test_add_album_imports_tracks_when_enabled() -> None:	CODE
LOW	tests/test_library_sync.py	230	async def test_add_album_does_not_import_tracks_when_disabled() -> None:	CODE
LOW	tests/test_library_sync.py	262	async def test_add_album_only_imports_tracks_for_added_instance() -> None:	CODE
LOW	tests/test_library_sync.py	313	async def test_refresh_item_preserves_in_library_state() -> None:	CODE
LOW	tests/test_library_sync.py	357	async def test_refresh_item_preserves_in_library_false() -> None:	CODE
LOW	tests/test_library_sync.py	399	async def test_refresh_item_respects_provider_set_in_library() -> None:	CODE
LOW	tests/test_library_sync.py	443	async def test_refresh_item_non_library_item_skips_update() -> None:	CODE
LOW	tests/test_library_sync.py	477	async def test_sync_library_marks_removed_item_in_library_false() -> None:	CODE
LOW	tests/test_library_sync.py	528	async def test_sync_library_deletions_disabled_keeps_item() -> None:	CODE
LOW	tests/test_library_sync.py	572	async def test_sync_library_deletion_unmarks_favorite_when_no_other_providers() -> None:	CODE
LOW	tests/test_library_sync.py	602	async def test_sync_library_deletion_keeps_favorite_when_other_provider_has_it() -> None:	CODE
LOW	tests/test_library_sync.py	643	async def test_sync_library_always_stores_cache_regardless_of_deletion_setting() -> None:	CODE
LOW	tests/test_library_sync.py	675	def _create_controller_for_filter_tests() -> Mock:	CODE
LOW	tests/test_library_sync.py	685	async def test_apply_filters_in_library_only_without_provider_filter() -> None:	CODE
LOW	tests/test_library_sync.py	717	async def test_apply_filters_in_library_only_with_provider_filter() -> None:	CODE
LOW	tests/test_library_sync.py	750	async def test_apply_filters_no_in_library_filter_by_default() -> None:	CODE
LOW	tests/test_library_sync.py	774	async def test_apply_filters_provider_filter_without_in_library() -> None:	CODE
LOW	tests/test_library_sync.py	822	async def test_set_provider_mappings_overwrite_deletes_and_reinserts(	CODE
LOW	tests/test_library_sync.py	887	async def test_set_provider_mappings_upsert_writes_explicit_in_library(	CODE
LOW	tests/test_library_sync.py	910	async def test_library_items_default_filters_in_library_only() -> None:	CODE
LOW	tests/test_library_sync.py	924	async def test_library_items_defaults_to_summary() -> None:	CODE
LOW	tests/test_library_sync.py	937	def test_ensure_provider_filter_keeps_plugin_provider_mappings() -> None:	CODE
LOW	tests/test_library_sync.py	958	def test_ensure_provider_filter_rejects_unallowed_music_provider() -> None:	CODE
LOW	tests/test_library_sync.py	978	def test_ensure_provider_filter_allows_explicit_non_music_provider() -> None:	CODE
LOW	tests/test_library_sync.py	997	def test_ensure_provider_filter_does_not_auto_allow_other_non_music_providers() -> None:	CODE
LOW	tests/test_library_sync.py	1020	def test_select_provider_id_prefers_allowed_music_over_plugin() -> None:	CODE
LOW	tests/test_library_sync.py	1057	def test_select_provider_id_falls_back_to_plugin_when_no_allowed_music() -> None:	CODE
LOW	tests/test_library_sync.py	1094	async def test_get_library_item_does_not_filter_in_library() -> None:	CODE
LOW	tests/test_library_sync.py	1114	async def test_update_item_in_library_skips_non_music_providers() -> None:	CODE
LOW	tests/test_library_sync.py	1155	def _create_event_capture_controller(	CODE
LOW	tests/test_library_sync.py	1174	async def test_add_and_update_item_emit_events_outside_sync() -> None:	CODE
LOW	tests/test_library_sync.py	1194	async def test_provider_sync_suppresses_per_item_events() -> None:	CODE
LOW	tests/test_library_sync.py	1233	async def test_concurrent_add_rechecks_match_inside_lock() -> None:	CODE
LOW	tests/test_generate_release_notes.py	131	def test_linear_release_filters_prs_merged_before_previous_tag(	CODE
LOW	tests/test_generate_release_notes.py	156	def test_minor_release_with_diverged_previous_tag(	CODE
LOW	tests/test_generate_release_notes.py	207	def test_filter_dependency_bumps(generate_notes: types.ModuleType) -> None:	CODE
LOW	tests/test_generate_release_notes.py	226	def test_filter_dependency_bumps_drop_all(generate_notes: types.ModuleType) -> None:	CODE
LOW	tests/test_generate_release_notes.py	244	def test_write_outputs_hands_notes_over_via_file(	CODE
LOW	tests/test_generate_release_notes.py	265	def test_notes_are_shrunk_to_fit_body_limit(	CODE
LOW	tests/test_generate_release_notes.py	317	def test_categorize_prs_excludes_title_prefixes(generate_notes: types.ModuleType) -> None:	CODE
LOW	tests/test_generate_release_notes.py	338	def test_extract_frontend_changes_skips_lokalise_bullets(	CODE
LOW	tests/test_numba_cache_isolation.py	16	def test_numba_kernel_cache_is_process_private(pytestconfig: pytest.Config) -> None:	CODE
LOW	tests/test_provider_manifests.py	54	async def test_has_setup_flow_true_when_module_present(	CODE
LOW	tests/test_provider_manifests.py	66	async def test_has_setup_flow_false_when_module_absent(	CODE
LOW	tests/test_provider_manifests.py	77	async def test_has_setup_flow_ignores_internal_import_errors(	CODE
LOW	tests/test_dynamic_playlist_framework.py	53	async def test_update_playlist_metadata_processes_dynamic_playlists() -> None:	CODE
LOW	tests/test_dynamic_playlist_framework.py	87	async def test_refresh_playlist_metadata_batch_query_excludes_dynamic_playlists() -> None:	CODE
LOW	tests/test_dynamic_playlist_framework.py	102	async def test_refresh_playlist_metadata_batch_reports_corrupt_row_reactively() -> None:	CODE
LOW	tests/test_dynamic_playlist_framework.py	127	async def test_refresh_playlist_metadata_batch_clears_stale_corrupt_rows() -> None:	CODE
LOW	tests/test_dynamic_playlist_framework.py	140	async def test_refresh_playlist_metadata_batch_reraises_unrelated_db_error() -> None:	CODE
LOW	tests/test_dynamic_playlist_framework.py	228	async def test_sync_overwrites_name_for_noneditable_dynamic_playlist() -> None:	CODE
LOW	tests/test_dynamic_playlist_framework.py	243	async def test_sync_overwrites_images_for_noneditable_dynamic_playlist() -> None:	CODE
12633 more matches not shown…

Cross-File Repetition618 hits · 3090 pts

Severity	File	Line	Snippet	Context
HIGH	tests/test_dynamic_playlist_framework.py	0	create a bare metadatacontroller without running __init__.	STRING
HIGH	tests/controllers/metadata/test_album_reconciliation.py	0	create a bare metadatacontroller without running __init__.	STRING
HIGH	tests/controllers/metadata/test_metadata_radio.py	0	create a bare metadatacontroller without running __init__.	STRING
HIGH	tests/core/test_provider_unload.py	0	handle logic when the player is unloaded from the player controller.	STRING
HIGH	tests/controllers/players/test_player_controller.py	0	handle logic when the player is unloaded from the player controller.	STRING
HIGH	music_assistant/providers/wiim/linkplay_player.py	0	handle logic when the player is unloaded from the player controller.	STRING
HIGH	music_assistant/providers/wiim/player.py	0	handle logic when the player is unloaded from the player controller.	STRING
HIGH	music_assistant/providers/fully_kiosk/player.py	0	handle logic when the player is unloaded from the player controller.	STRING
HIGH	music_assistant/providers/sync_group/player.py	0	handle logic when the player is unloaded from the player controller.	STRING
HIGH	music_assistant/providers/bose_soundtouch/player.py	0	handle logic when the player is unloaded from the player controller.	STRING
HIGH	music_assistant/providers/dlna/player.py	0	handle logic when the player is unloaded from the player controller.	STRING
HIGH	…sic_assistant/providers/roku_media_assistant/player.py	0	handle logic when the player is unloaded from the player controller.	STRING
HIGH	music_assistant/providers/chromecast/player.py	0	handle logic when the player is unloaded from the player controller.	STRING
HIGH	music_assistant/providers/sonos_s1/player.py	0	handle logic when the player is unloaded from the player controller.	STRING
HIGH	music_assistant/providers/airplay/player.py	0	handle logic when the player is unloaded from the player controller.	STRING
HIGH	music_assistant/providers/sendspin/player.py	0	handle logic when the player is unloaded from the player controller.	STRING
HIGH	…ic_assistant/providers/_demo_player_provider/player.py	0	handle logic when the player is unloaded from the player controller.	STRING
HIGH	music_assistant/providers/universal_group/player.py	0	handle logic when the player is unloaded from the player controller.	STRING
HIGH	music_assistant/providers/sonos/player.py	0	handle logic when the player is unloaded from the player controller.	STRING
HIGH	music_assistant/models/player.py	0	handle logic when the player is unloaded from the player controller.	STRING
HIGH	tests/providers/neteasecloudmusic/test_setup_flow.py	0	build a real setupsession backed by a mock mass for driving run_setup directly.	STRING
HIGH	tests/providers/audible/test_setup_flow.py	0	build a real setupsession backed by a mock mass for driving run_setup directly.	STRING
HIGH	tests/providers/pandora/test_setup_flow.py	0	build a real setupsession backed by a mock mass for driving run_setup directly.	STRING
HIGH	tests/providers/yandex_music/test_setup_flow.py	0	build a real setupsession backed by a mock mass for driving run_setup directly.	STRING
HIGH	tests/providers/neteasecloudmusic/test_setup_flow.py	0	return the flow steps pushed through mass.signal_event, in order.	STRING
HIGH	tests/providers/yandex_music/test_setup_flow.py	0	return the flow steps pushed through mass.signal_event, in order.	STRING
HIGH	tests/providers/yandex_ynison/test_setup_flow.py	0	return the flow steps pushed through mass.signal_event, in order.	STRING
HIGH	tests/providers/airplay/test_setup_flow.py	0	return the flow steps pushed through mass.signal_event, in order.	STRING
HIGH	tests/providers/neteasecloudmusic/test_setup_flow.py	0	wait until the predicate returns truthy (or fail the test).	STRING
HIGH	tests/providers/audible/test_setup_flow.py	0	wait until the predicate returns truthy (or fail the test).	STRING
HIGH	tests/providers/yandex_music/test_setup_flow.py	0	wait until the predicate returns truthy (or fail the test).	STRING
HIGH	tests/providers/yandex_ynison/test_setup_flow.py	0	wait until the predicate returns truthy (or fail the test).	STRING
HIGH	tests/providers/yandex_station/test_setup_flow.py	0	wait until the predicate returns truthy (or fail the test).	STRING
HIGH	tests/providers/pandora/test_setup_flow.py	0	wait until the predicate returns truthy (or fail the test).	STRING
HIGH	tests/providers/ytmusic/test_ytmusic.py	0	build a fake async context manager mimicking aiohttp's session.get().	STRING
HIGH	tests/providers/lrclib/test_lrclib.py	0	build a fake async context manager mimicking aiohttp's session.get().	STRING
HIGH	tests/providers/filesystem_onedrive/test_provider.py	0	build a fake async context manager mimicking aiohttp's session.get().	STRING
HIGH	tests/providers/audiobookshelf/test_recommendations.py	0	back @use_cache with a dict store; return the background store tasks.	STRING
HIGH	tests/providers/bbc_sounds/test_recommendations.py	0	back @use_cache with a dict store; return the background store tasks.	STRING
HIGH	tests/providers/soundcloud/test_recommendations.py	0	back @use_cache with a dict store; return the background store tasks.	STRING
HIGH	tests/providers/apple_music/test_recommendations.py	0	an item_id not present in the payload yields an empty uniquelist.	STRING
HIGH	tests/providers/bbc_sounds/test_recommendations.py	0	an item_id not present in the payload yields an empty uniquelist.	STRING
HIGH	tests/models/test_recommendation_payload.py	0	an item_id not present in the payload yields an empty uniquelist.	STRING
HIGH	tests/providers/hass/test_provider.py	0	provide the slice of the cache controller that @use_cache relies on.	STRING
HIGH	tests/providers/hass/test_device_correlation.py	0	provide the slice of the cache controller that @use_cache relies on.	STRING
HIGH	tests/providers/hass/test_control_entity_search.py	0	provide the slice of the cache controller that @use_cache relies on.	STRING
HIGH	tests/providers/hass/test_provider.py	0	return the (data, is_fresh, found) triplet for the given key.	STRING
HIGH	tests/providers/hass/test_device_correlation.py	0	return the (data, is_fresh, found) triplet for the given key.	STRING
HIGH	tests/providers/hass/test_control_entity_search.py	0	return the (data, is_fresh, found) triplet for the given key.	STRING
HIGH	…endation_override/test_demo_recommendation_override.py	0	construct a minimal provider with stubbed mass/manifest/config.	STRING
HIGH	…roviders/_demo_plugin_provider/test_recommendations.py	0	construct a minimal provider with stubbed mass/manifest/config.	STRING
HIGH	tests/models/test_provider.py	0	construct a minimal provider with stubbed mass/manifest/config.	STRING
HIGH	tests/controllers/music/test_recommendations_items.py	0	construct a minimal provider with stubbed mass/manifest/config.	STRING
HIGH	…sts/controllers/music/test_recommendations_timeouts.py	0	construct a minimal provider with stubbed mass/manifest/config.	STRING
HIGH	tests/providers/tunein/test_recommendations.py	0	make the @use_cache decorator treat every call as a cache miss.	STRING
HIGH	tests/providers/deezer/test_recommendations.py	0	make the @use_cache decorator treat every call as a cache miss.	STRING
HIGH	tests/providers/nicovideo/test_recommendations.py	0	make the @use_cache decorator treat every call as a cache miss.	STRING
HIGH	tests/providers/musicme/test_recommendations.py	0	make the @use_cache decorator treat every call as a cache miss.	STRING
HIGH	tests/providers/opensubsonic/test_recommendations.py	0	make the @use_cache decorator treat every call as a cache miss.	STRING
HIGH	tests/providers/kion_music/test_recommendations.py	0	make the @use_cache decorator treat every call as a cache miss.	STRING
558 more matches not shown…

Decorative Section Separators687 hits · 2467 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	tests/providers/mammamiradio/test_mammamiradio.py	199	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/mammamiradio/test_mammamiradio.py	201	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/mammamiradio/test_mammamiradio.py	273	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/mammamiradio/test_mammamiradio.py	275	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/mammamiradio/test_mammamiradio.py	491	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/mammamiradio/test_mammamiradio.py	493	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/mammamiradio/test_mammamiradio.py	513	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/mammamiradio/test_mammamiradio.py	515	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/mammamiradio/test_mammamiradio.py	570	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/mammamiradio/test_mammamiradio.py	572	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/mammamiradio/test_mammamiradio.py	596	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/mammamiradio/test_mammamiradio.py	598	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/mammamiradio/test_mammamiradio.py	737	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/mammamiradio/test_mammamiradio.py	739	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/mammamiradio/test_mammamiradio.py	916	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/mammamiradio/test_mammamiradio.py	918	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/mammamiradio/test_mammamiradio.py	964	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/mammamiradio/test_mammamiradio.py	966	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/mammamiradio/test_mammamiradio.py	1541	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/mammamiradio/test_mammamiradio.py	1543	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/providers/mammamiradio/test_mammamiradio.py	302	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/providers/mammamiradio/test_mammamiradio.py	304	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/providers/mammamiradio/test_mammamiradio.py	1197	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/providers/mammamiradio/test_mammamiradio.py	1199	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/providers/mammamiradio/test_mammamiradio.py	1569	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/providers/mammamiradio/test_mammamiradio.py	1571	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/apple_music/test_api_client.py	180	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/apple_music/test_api_client.py	182	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/apple_music/test_api_client.py	266	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/apple_music/test_api_client.py	268	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/providers/apple_music/test_api_client.py	80	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/providers/apple_music/test_api_client.py	82	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/providers/apple_music/test_api_client.py	147	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/providers/apple_music/test_api_client.py	149	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/providers/apple_music/test_api_client.py	305	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/providers/apple_music/test_api_client.py	307	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/providers/yandex_smarthome/test_notifier.py	121	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/providers/yandex_smarthome/test_notifier.py	123	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/yandex_smarthome/test_handlers.py	192	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/yandex_smarthome/test_handlers.py	194	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/providers/yandex_smarthome/test_handlers.py	71	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/providers/yandex_smarthome/test_handlers.py	73	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/providers/yandex_smarthome/test_handlers.py	159	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/providers/yandex_smarthome/test_handlers.py	161	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/providers/yandex_smarthome/test_handlers.py	252	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/providers/yandex_smarthome/test_handlers.py	254	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/providers/yandex_smarthome/test_handlers.py	267	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/providers/yandex_smarthome/test_handlers.py	269	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/providers/yandex_smarthome/test_handlers.py	402	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/providers/yandex_smarthome/test_handlers.py	404	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/yandex_smarthome/test_direct.py	134	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/yandex_smarthome/test_direct.py	136	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/yandex_smarthome/test_direct.py	241	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/yandex_smarthome/test_direct.py	243	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/yandex_smarthome/test_direct.py	263	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/yandex_smarthome/test_direct.py	265	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/yandex_smarthome/test_direct.py	421	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/yandex_smarthome/test_direct.py	423	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/yandex_smarthome/test_direct.py	524	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/providers/yandex_smarthome/test_direct.py	526	# ---------------------------------------------------------------------------	COMMENT
627 more matches not shown…

Unused Imports1535 hits · 1450 pts

Severity	File	Line	Context
LOW	tests/test_library_sync.py	3	CODE
LOW	tests/test_generate_release_notes.py	3	CODE
LOW	tests/test_numba_cache_isolation.py	3	CODE
LOW	tests/test_provider_manifests.py	3	CODE
LOW	tests/test_dynamic_playlist_framework.py	3	CODE
LOW	tests/test_cross_type_features.py	3	CODE
LOW	tests/test_websocket_client.py	3	CODE
LOW	tests/core/test_diagnostics.py	3	CODE
LOW	tests/core/test_provider_unload.py	3	CODE
LOW	tests/core/test_provider_post_load.py	3	CODE
LOW	tests/core/test_provider_load_retry.py	3	CODE
LOW	tests/core/test_audio_analysis_failures.py	3	CODE
LOW	tests/core/test_ci_test_scope.py	3	CODE
LOW	tests/integration/test_library_summary_items.py	12	CODE
LOW	tests/integration/test_background_scan_streaming.py	3	CODE
LOW	tests/integration/test_dynamic_mode_e2e.py	11	CODE
LOW	tests/integration/test_dynamic_mode_e2e.py	23	CODE
LOW	tests/integration/test_dynamic_mode_e2e.py	29	CODE
LOW	tests/integration/test_dynamic_mode_e2e.py	29	CODE
LOW	tests/integration/conftest.py	10	CODE
LOW	tests/integration/conftest.py	23	CODE
LOW	tests/integration/test_demo_group_e2e.py	9	CODE
LOW	tests/integration/test_no_change_resync.py	10	CODE
LOW	tests/integration/test_smart_shuffle_e2e.py	10	CODE
LOW	tests/integration/test_smart_shuffle_e2e.py	26	CODE
LOW	tests/integration/test_smart_shuffle_e2e.py	31	CODE
LOW	tests/integration/test_smart_shuffle_e2e.py	31	CODE
LOW	tests/integration/test_dynamic_radio_e2e.py	11	CODE
LOW	tests/integration/test_album_play_credit_e2e.py	9	CODE
LOW	tests/integration/test_album_play_credit_e2e.py	17	CODE
LOW	tests/integration/test_album_play_credit_e2e.py	22	CODE
LOW	tests/integration/test_album_play_credit_e2e.py	22	CODE
LOW	tests/integration/test_radio_playlist_e2e.py	9	CODE
LOW	tests/integration/test_radio_playlist_e2e.py	18	CODE
LOW	tests/integration/test_radio_playlist_e2e.py	21	CODE
LOW	tests/integration/test_managed_pool_e2e.py	10	CODE
LOW	tests/integration/test_managed_pool_e2e.py	27	CODE
LOW	tests/integration/test_managed_pool_e2e.py	33	CODE
LOW	tests/integration/test_managed_pool_e2e.py	33	CODE
LOW	tests/providers/neteasecloudmusic/test_setup_flow.py	3	CODE
LOW	tests/providers/neteasecloudmusic/conftest.py	3	CODE
LOW	…sts/providers/neteasecloudmusic/test_library_tracks.py	3	CODE
LOW	…s/neteasecloudmusic/test_library_listing_validation.py	3	CODE
LOW	tests/providers/neteasecloudmusic/test_image_urls.py	3	CODE
LOW	…ts/providers/neteasecloudmusic/test_recommendations.py	3	CODE
LOW	tests/providers/wiim/test_grouping.py	3	CODE
LOW	tests/providers/wiim/test_linkplay.py	3	CODE
LOW	tests/providers/openai_tts/test_openai_tts.py	3	CODE
LOW	…sts/providers/hass_players/test_native_import_guard.py	3	CODE
LOW	tests/providers/hass_players/test_external_playback.py	3	CODE
LOW	tests/providers/local_audio/test_retired.py	3	CODE
LOW	tests/providers/mammamiradio/test_mammamiradio.py	3	CODE
LOW	tests/providers/fully_kiosk/test_setup_flow.py	3	CODE
LOW	tests/providers/fully_kiosk/test_dashboard.py	3	CODE
LOW	tests/providers/ytmusic/test_ytmusic.py	3	CODE
LOW	tests/providers/ytmusic/test_recommendations.py	3	CODE
LOW	tests/providers/teddycloud/test_provider.py	3	CODE
LOW	tests/providers/bandcamp/conftest.py	3	CODE
LOW	tests/providers/bandcamp/test_ids.py	3	CODE
LOW	tests/providers/sync_group/test_sync_group.py	3	CODE
1475 more matches not shown…

Hallucination Indicators90 hits · 1050 pts

Severity	File	Line	Snippet	Context
CRITICAL⚡	tests/test_library_sync.py	834	mock_controller.mass.music.database.delete.assert_called_once()	CODE
CRITICAL⚡	tests/test_library_sync.py	835	mock_controller.mass.music.database.upsert_many.assert_called_once()	CODE
CRITICAL⚡	tests/test_library_sync.py	848	mock_controller.mass.music.database.delete.assert_not_called()	CODE
CRITICAL⚡	tests/test_library_sync.py	849	mock_controller.mass.music.database.upsert_many.assert_not_called()	CODE
CRITICAL⚡	tests/test_library_sync.py	861	mock_controller.mass.music.database.delete.assert_not_called()	CODE
CRITICAL⚡	tests/test_library_sync.py	862	mock_controller.mass.music.database.upsert_many.assert_not_called()	CODE
CRITICAL	tests/providers/msx_bridge/test_party_qr_cover.py	350	assert mass_mock.http_session.get.call_args.kwargs.get("allow_redirects") is False	CODE
CRITICAL	tests/providers/filesystem/test_nfo_resolution.py	626	provider.mass.music.artists.get_library_item_by_external_id.assert_awaited_once_with(	CODE
CRITICAL⚡	tests/providers/filesystem/test_metadata_file_cache.py	645	provider.mass.music.artists.get_library_artist_tracks.assert_awaited_once_with(	CODE
CRITICAL⚡	tests/providers/filesystem/test_metadata_file_cache.py	689	provider.mass.music.artists.get_library_artist_albums.assert_awaited_once_with(	CODE
CRITICAL⚡	tests/providers/filesystem/test_metadata_file_cache.py	692	provider.mass.music.albums.get_library_album_tracks.assert_awaited_once_with(	CODE
CRITICAL	tests/providers/filesystem/test_parse_playlist_line.py	154	fs_provider.mass.music.tracks.get_library_item_by_prov_id.assert_awaited_once() # type: ignore[attr-defined]	CODE
CRITICAL⚡	tests/providers/filesystem/test_sound_effects.py	78	provider.mass.music.database.get_rows_from_query.assert_not_called() # type: ignore[attr-defined]	CODE
CRITICAL	tests/providers/filesystem/test_sound_effects.py	150	provider.mass.music.tracks.get_library_item_by_prov_id.assert_not_called() # type: ignore[attr-defined]	CODE
CRITICAL	tests/providers/filesystem/test_sound_effects.py	175	provider.mass.music.tracks.get_library_item_by_prov_id.assert_awaited_once_with(	CODE
CRITICAL⚡	tests/providers/filesystem/test_sync_config.py	96	provider.mass.music.database.get_rows_from_query.assert_not_called() # type: ignore[attr-defined]	CODE
CRITICAL⚡	tests/providers/filesystem/test_sync_config.py	103	provider.mass.music.database.get_rows_from_query.assert_not_called() # type: ignore[attr-defined]	CODE
CRITICAL⚡	tests/providers/filesystem/test_sync_config.py	110	provider.mass.music.database.get_rows_from_query.assert_not_called() # type: ignore[attr-defined]	CODE
CRITICAL⚡	tests/providers/filesystem/test_sync_config.py	127	provider.mass.music.tracks.add_item_to_library.assert_not_called() # type: ignore[attr-defined]	CODE
CRITICAL⚡	tests/providers/filesystem/test_sync_config.py	150	provider.mass.music.tracks.add_item_to_library.assert_called_once()	CODE
CRITICAL⚡	tests/providers/filesystem/test_sync_config.py	163	provider.mass.music.playlists.add_item_to_library.assert_not_called() # type: ignore[attr-defined]	CODE
CRITICAL	tests/providers/filesystem/test_sync_config.py	181	provider.mass.music.playlists.add_item_to_library.assert_called_once()	CODE
CRITICAL	tests/providers/filesystem/test_sync_config.py	204	provider.mass.music.audiobooks.add_item_to_library.assert_called_once()	CODE
CRITICAL	tests/providers/filesystem/test_sync_config.py	228	provider.mass.music.podcasts.add_item_to_library.assert_called_once()	CODE
CRITICAL⚡	tests/providers/airplay/test_announce.py	261	player.mass.streams.announcement_renderer.release.assert_awaited_once()	CODE
CRITICAL	tests/providers/airplay/test_announce.py	221	leader.mass.streams.announcement_renderer.release.assert_awaited_once()	CODE
CRITICAL	tests/providers/airplay/test_announce.py	806	player.mass.streams.announcement_renderer.release.assert_awaited_once()	CODE
CRITICAL⚡	tests/providers/airplay/test_stream.py	227	player.provider.mass.streams.get_publish_ip.assert_called_once_with("192.168.1.50")	CODE
CRITICAL	tests/providers/airplay/test_stream.py	2029	player.provider.mass.config.set_raw_player_config_value.assert_not_called()	CODE
CRITICAL	tests/providers/airplay/test_stream.py	2064	player.provider.mass.config.set_raw_player_config_value.assert_not_called()	CODE
CRITICAL	tests/providers/airplay/test_stream.py	2075	pinned_player.provider.mass.config.set_raw_player_config_value.assert_not_called()	CODE
CRITICAL	tests/providers/airplay/test_stream.py	2092	player.provider.mass.config.set_raw_player_config_value.assert_not_called()	CODE
CRITICAL	tests/providers/airplay/test_stream.py	2167	player.provider.mass.config.set_raw_player_config_value.assert_not_called()	CODE
CRITICAL	tests/providers/opensubsonic/test_provider.py	119	provider.mass.streams.audio_analysis.set_track_loudness.assert_awaited_once_with(	CODE
CRITICAL	tests/providers/opensubsonic/test_provider.py	139	provider.mass.streams.audio_analysis.set_track_loudness.assert_awaited_once_with(	CODE
CRITICAL	tests/providers/sendspin/test_playback_processing.py	56	player.mass.streams.audio_processing.update_output.assert_called_once_with(	CODE
CRITICAL⚡	tests/providers/builtin/test_infinite_mix.py	94	provider.mass.music.tracks.library_items.assert_called_once_with(	CODE
CRITICAL⚡	tests/providers/builtin/test_infinite_mix.py	111	provider.mass.music.tracks.library_items.assert_called_once_with(	CODE
CRITICAL⚡	tests/providers/builtin/test_infinite_mix.py	161	provider.mass.music.tracks.library_items.assert_called_once_with(	CODE
CRITICAL⚡	tests/providers/tidal/test_streaming.py	480	provider_mock.mass.music.tracks.update_provider_mapping.assert_awaited_once()	CODE
CRITICAL⚡	tests/providers/tidal/test_streaming.py	481	provider_mock.mass.music.tracks.update_provider_mapping.assert_awaited_with(	CODE
CRITICAL	tests/providers/tidal/test_streaming.py	410	provider_mock.mass.music.tracks.update_provider_mapping.assert_not_called()	CODE
CRITICAL	tests/providers/tidal/test_streaming.py	430	provider_mock.mass.music.tracks.update_provider_mapping.assert_not_called()	CODE
CRITICAL	tests/providers/tidal/test_streaming.py	454	provider_mock.mass.music.tracks.update_provider_mapping.assert_not_called()	CODE
CRITICAL⚡	tests/controllers/music/test_sync_resilience.py	213	mass.music.get_controller.return_value.set_provider_mappings.assert_not_called()	CODE
CRITICAL⚡	tests/controllers/music/test_sync_resilience.py	225	mass.music.get_controller.return_value.get_library_item.assert_awaited_once_with(99)	CODE
CRITICAL⚡	tests/controllers/music/test_sync_resilience.py	538	mass.music.get_controller.return_value.get_library_item.assert_not_called()	CODE
CRITICAL	tests/controllers/music/test_sync_resilience.py	154	mass.music.get_controller.return_value.get_library_item.assert_awaited_once_with(99)	CODE
CRITICAL	tests/controllers/music/test_sync_resilience.py	505	mass.music.get_controller.return_value.get_library_item.assert_awaited_once_with(99)	CODE
CRITICAL	tests/controllers/music/test_sync_resilience.py	590	mass.music.get_controller.return_value.get_library_item.assert_awaited_once_with(99)	CODE
CRITICAL	…/controllers/streams/test_audio_analysis_controller.py	657	provider.mass.streams.audio_analysis.get_audio_analysis_version.assert_awaited_once_with(	CODE
CRITICAL	tests/controllers/streams/test_live_announcements.py	415	harness.mass.webserver.auth.authenticate_with_token.assert_not_called()	CODE
CRITICAL⚡	tests/controllers/player_queues/test_stop_teardown.py	76	fake.mass.streams.audio_processing.clear.assert_called_once_with("q", "sess-1")	CODE
CRITICAL	tests/controllers/player_queues/test_stop_teardown.py	95	fake.mass.streams.audio_processing.clear.assert_called_once_with("q", "sess-1")	CODE
CRITICAL	tests/controllers/player_queues/test_stop_teardown.py	134	fake.mass.streams.audio_processing.clear.assert_not_called()	CODE
CRITICAL⚡	tests/controllers/player_queues/test_autoplay.py	128	queues.mass.music.tracks.library_items.assert_awaited_once()	CODE
CRITICAL⚡	…ts/controllers/player_queues/test_autoplay_dispatch.py	237	queues.mass.music.audiobooks.get_collection.assert_not_called()	CODE
CRITICAL	tests/controllers/metadata/test_enrichment.py	62	enrichment.mass.music.albums.update_item_in_library.assert_awaited_once()	CODE
CRITICAL	…rollers/metadata/test_playlist_metadata_integration.py	225	enrichment.mass.music.playlists.update_item_in_library.assert_called_once()	CODE
CRITICAL	tests/helpers/test_util.py	238	socket_mock.return_value.__enter__.return_value.bind.assert_called_once_with((host, 38800))	CODE
30 more matches not shown…

Excessive Try-Catch Wrapping724 hits · 719 pts

Severity	File	Line	Snippet	Context
LOW	tests/core/test_diagnostics.py	170	except Exception:	CODE
LOW	tests/providers/nicovideo/test_converters.py	128	except Exception as e:	CODE
LOW	tests/providers/nicovideo/test_converters.py	150	except Exception as e:	CODE
LOW	tests/controllers/config/test_setup_flows.py	528	except Exception as err:	CODE
LOW	tests/controllers/streams/test_get_media_stream.py	254	except Exception as err:	CODE
MEDIUM	music_assistant/mass.py	1416	def _on_provider_loaded() -> None:	CODE
LOW	music_assistant/mass.py	199	except Exception as err:	CODE
LOW	music_assistant/mass.py	376	except Exception:	CODE
LOW	music_assistant/mass.py	904	except Exception as exc:	CODE
LOW	music_assistant/mass.py	921	except Exception as exc:	CODE
LOW	music_assistant/mass.py	947	except Exception as exc:	CODE
LOW	music_assistant/mass.py	1008	except Exception as exc:	CODE
LOW	music_assistant/mass.py	1081	except Exception as err:	CODE
LOW	music_assistant/mass.py	1392	except Exception:	CODE
LOW	music_assistant/mass.py	1398	except Exception as unload_err:	CODE
LOW	music_assistant/mass.py	1419	except Exception as err:	CODE
LOW	music_assistant/mass.py	1475	except Exception as exc:	CODE
LOW	music_assistant/providers/wiim/provider.py	139	except Exception:	CODE
LOW	music_assistant/providers/wiim/provider.py	160	except Exception:	CODE
LOW	music_assistant/providers/wiim/player.py	211	except Exception:	CODE
LOW	music_assistant/providers/openai_tts/__init__.py	100	except Exception:	CODE
LOW	music_assistant/providers/hass_players/helpers.py	139	except Exception as exc:	CODE
LOW	music_assistant/providers/ytmusic/__init__.py	805	except Exception as err:	CODE
LOW	music_assistant/providers/vban_receiver/provider.py	215	except Exception as err:	CODE
LOW	music_assistant/providers/sync_group/player.py	1167	except Exception as err:	CODE
LOW	music_assistant/providers/apple_music/library.py	357	except Exception as err:	CODE
LOW	music_assistant/providers/smart_fades/provider.py	591	except Exception as err:	CODE
LOW	music_assistant/providers/yandex_smarthome/cloud.py	69	except Exception:	CODE
LOW⚡	music_assistant/providers/yandex_smarthome/cloud.py	142	except Exception:	CODE
LOW⚡	music_assistant/providers/yandex_smarthome/cloud.py	151	except Exception:	CODE
LOW	music_assistant/providers/yandex_smarthome/device.py	564	except Exception:	CODE
LOW	music_assistant/providers/yandex_smarthome/playlists.py	44	except Exception as exc:	CODE
LOW	…sistant/providers/yandex_smarthome/ma_authenticator.py	74	except Exception as exc:	CODE
LOW⚡	music_assistant/providers/yandex_smarthome/notifier.py	206	except Exception:	CODE
LOW	music_assistant/providers/yandex_smarthome/notifier.py	305	except Exception as exc:	CODE
LOW⚡	music_assistant/providers/yandex_smarthome/notifier.py	337	except Exception:	CODE
LOW	music_assistant/providers/yandex_smarthome/notifier.py	368	except Exception:	CODE
LOW	music_assistant/providers/yandex_smarthome/handlers.py	73	except Exception:	CODE
LOW	music_assistant/providers/yandex_smarthome/handlers.py	103	except Exception:	CODE
LOW	music_assistant/providers/yandex_smarthome/plugin.py	93	except Exception:	CODE
LOW	music_assistant/providers/yandex_smarthome/plugin.py	418	except Exception:	CODE
LOW	music_assistant/providers/yandex_smarthome/plugin.py	431	except Exception:	CODE
LOW⚡	music_assistant/providers/yandex_smarthome/direct.py	179	except Exception:	CODE
LOW	music_assistant/providers/yandex_smarthome/direct.py	234	except Exception:	CODE
LOW	music_assistant/providers/yandex_smarthome/direct.py	246	except Exception:	CODE
LOW	music_assistant/providers/yandex_smarthome/direct.py	265	except Exception:	CODE
LOW	music_assistant/providers/yandex_smarthome/direct.py	277	except Exception:	CODE
LOW	music_assistant/providers/yandex_smarthome/direct.py	289	except Exception:	CODE
LOW⚡	music_assistant/providers/yandex_smarthome/direct.py	302	except Exception:	CODE
LOW	music_assistant/providers/yandex_smarthome/direct.py	369	except Exception:	CODE
LOW	…sic_assistant/providers/yandex_smarthome/setup_flow.py	518	except Exception as err:	CODE
LOW	music_assistant/providers/airplay_receiver/metadata.py	83	except Exception as err:	CODE
LOW	music_assistant/providers/airplay_receiver/metadata.py	190	except Exception as err:	CODE
LOW	music_assistant/providers/airplay_receiver/metadata.py	238	except Exception as err:	CODE
LOW	music_assistant/providers/airplay_receiver/metadata.py	252	except Exception as err:	CODE
LOW	music_assistant/providers/airplay_receiver/provider.py	332	except Exception as err:	CODE
LOW	music_assistant/providers/airplay_receiver/provider.py	897	except Exception as err:	CODE
LOW	music_assistant/providers/zvuk_music/provider.py	547	except Exception as err:	CODE
LOW	music_assistant/providers/jellyfin/__init__.py	128	except Exception as err:	CODE
LOW	music_assistant/providers/playlist_metadata/__init__.py	420	except Exception as err:	CODE
664 more matches not shown…

Modern Structural Boilerplate351 hits · 356 pts

Severity	File	Line	Snippet	Context
LOW	tests/providers/bose_soundtouch/test_config.py	72	def _update_config_value(self, key: str, value: Any, immediate: bool = False) -> None:	CODE
LOW	tests/providers/musicbrainz/test_recommendations.py	87	def _set_library(provider_mock: Mock, artists: list[Artist]) -> None:	CODE
LOW	tests/providers/fastmcp_server/test_e2e_hotswap.py	62	def _set_config_values(cfg: MagicMock, **overrides: Any) -> None:	CODE
LOW	tests/providers/snapcast/conftest.py	34	def set_callback(self, cb: Any) -> None:	CODE
LOW	tests/providers/soundcloud/test_setup.py	18	def _setup_values(provider: SoundcloudMusicProvider, **values: str) -> None:	CODE
LOW⚡	tests/providers/sonos_s1/test_player.py	191	def _set_transport_state(sonos_player: SonosPlayer, state: str) -> None:	CODE
LOW⚡	tests/providers/sonos_s1/test_player.py	196	def _set_track_info(sonos_player: SonosPlayer, uri: str, position: str = "") -> None:	CODE
LOW⚡	tests/providers/yandex_ynison/test_ynison_client.py	451	def _setup_ws(self, client: YnisonClient) -> None:	CODE
LOW⚡	tests/providers/yandex_ynison/test_ynison_client.py	748	def _setup_ws(self, client: YnisonClient) -> None:	CODE
LOW⚡	tests/providers/yandex_ynison/test_ynison_client.py	1393	async def set_stop(_args: Any, *_kwargs: Any) -> None:	CODE
LOW	tests/providers/airplay/test_sendspin_bridge.py	299	def _settle_anchor(bridge: SendspinAirPlayBridge) -> None:	CODE
LOW	tests/providers/sendspin/test_setup_flow.py	223	async def set_trusted_unpaired(self, client_id: str, enabled: bool) -> None:	CODE
LOW	tests/providers/sendspin/test_bridge_manager.py	472	def set_raw(player_id: str, key: str, value: Any) -> None:	CODE
LOW	tests/providers/sendspin_source/test_provider.py	449	async def _settle() -> None:	CODE
LOW	tests/providers/sonos/test_provider.py	118	async def _setup_player(*_args: object) -> None:	CODE
LOW	tests/providers/ai_radio/test_runtime.py	116	def _set_runtime_mass(runtime: AIRadioRuntimeMixin, mass: Any) -> None:	CODE
LOW	tests/providers/ai_radio/test_runtime.py	1527	async def _set_shuffle(_queue_id: str, _shuffle_enabled: bool) -> None:	CODE
LOW	tests/providers/ai_radio/test_runtime.py	2127	async def _set_shuffle(queue_id: str, shuffle_enabled: bool) -> None:	CODE
LOW	tests/providers/ai_radio/test_queue_dj.py	82	def update_items(self, queue_id: str, queue_items: list[Any]) -> None:	CODE
LOW	…sts/providers/spotify_connect/test_backend_contract.py	142	async def set_volume(self, volume: int) -> None:	CODE
LOW	…sts/providers/spotify_connect/test_backend_contract.py	159	async def set_shuffle(self, enabled: bool) -> None:	CODE
LOW	…sts/providers/spotify_connect/test_backend_contract.py	163	async def set_repeat(self, repeat: RepeatMode) -> None:	CODE
LOW	tests/providers/spotify_connect/test_soloist_backend.py	97	async def set_volume(self, volume_pct: float) -> None:	CODE
LOW	tests/models/test_player_icons.py	209	def _set_up_config_player(mass: MusicAssistant) -> None:	CODE
LOW⚡	tests/controllers/music/test_genres.py	1570	async def _set_track_genres(mass: MusicAssistant, track_id: int, genres: list[str]) -> None:	CODE
LOW	tests/controllers/music/test_genres.py	124	async def _set_podcast_genres(mass: MusicAssistant, podcast_id: int, genres: list[str]) -> None:	CODE
LOW	tests/controllers/music/test_genres.py	1581	async def _set_album_genres(mass: MusicAssistant, album_id: int, genres: list[str]) -> None:	CODE
LOW	tests/controllers/config/test_setup_flows.py	1345	def _set_player_conf(flow_mass: MusicAssistant, player: MockPlayer) -> None:	CODE
LOW	tests/controllers/config/test_save_scheduling.py	54	def _set_without_delay(controller: ConfigController, key: str, value: Any) -> None:	CODE
LOW	tests/controllers/config/test_remove_player_config.py	81	def set_protocol_parent_id(self, parent_id: str \| None) -> None:	CODE
LOW	tests/controllers/players/test_player_controller.py	1154	def _set_play_media_override(mock_mass: MagicMock, value: bool) -> None:	CODE
LOW	tests/controllers/players/test_player_controller.py	3019	def _set_limits(mock_mass: MagicMock, min_volume: int, max_volume: int) -> None:	CODE
LOW	tests/controllers/players/test_player_controller.py	5797	async def _set_members(**kwargs: list[str]) -> None:	CODE
LOW	tests/controllers/players/test_live_source_selection.py	123	async def _settle() -> None:	CODE
LOW⚡	tests/controllers/players/test_live_source_dispatch.py	276	async def set_shuffle(self, shuffle_enabled: bool) -> None:	CODE
LOW⚡	tests/controllers/players/test_live_source_dispatch.py	279	async def set_repeat(self, repeat_mode: RepeatMode) -> None:	CODE
LOW	tests/helpers/test_scrobbler.py	36	async def _update_now_playing(self, report: MediaItemPlaybackProgressReport) -> None:	CODE
LOW	tests/helpers/test_scrobbler.py	200	async def _update_now_playing(self, report: MediaItemPlaybackProgressReport) -> None:	CODE
LOW	tests/helpers/test_throttle_retry.py	38	def set_side_effects(self, effects: Sequence[Exception \| str]) -> None:	CODE
LOW	music_assistant/mass.py	1496	async def _update_available_providers_cache(self) -> None:	CODE
LOW	music_assistant/mass.py	1520	async def _setup_storage(self) -> None:	CODE
LOW	music_assistant/mass.py	1527	def _set_state(self, new_state: CoreState) -> None:	CODE
LOW	music_assistant/__main__.py	279	def _set_stop() -> None:	CODE
LOW⚡	music_assistant/providers/wiim/player.py	435	def _update_ma_state_from_sdk_cache(self) -> None:	CODE
LOW	music_assistant/providers/hass_players/provider.py	210	def update_player_from_state_msg(entity_id: str, state: CompressedState) -> None:	CODE
LOW	music_assistant/providers/hass_players/player.py	367	def update_from_compressed_state(self, state: CompressedState) -> None:	CODE
LOW	music_assistant/providers/hass_players/player.py	379	def _update_hass_features(self, hass_supported_features: MediaPlayerEntityFeature) -> None:	CODE
LOW	music_assistant/providers/hass_players/player.py	404	def _update_attributes(self, attributes: dict[str, Any]) -> None:	CODE
LOW	music_assistant/providers/sync_group/player.py	1025	def _update_attributes(self) -> None:	CODE
LOW	music_assistant/providers/audiobookshelf/__init__.py	1887	async def _set_playlog_from_user(self, user: User) -> None:	CODE
LOW	music_assistant/providers/audiobookshelf/__init__.py	1900	async def _set_playlog_from_user_sync(self, progresses: list[MediaProgress]) -> None:	CODE
LOW	music_assistant/providers/audiobookshelf/__init__.py	1964	async def _update_playlog_book(self, progress: MediaProgress) -> None:	CODE
LOW	music_assistant/providers/audiobookshelf/__init__.py	1987	async def _update_playlog_episode(self, progress: MediaProgress) -> None:	CODE
LOW	music_assistant/providers/audiobookshelf/__init__.py	2009	async def _update_book_narrators(self, library_id: str) -> None:	CODE
LOW	music_assistant/providers/apple_music/library.py	212	async def set_favorite(self, prov_item_id: str, media_type: MediaType, favorite: bool) -> None:	CODE
LOW⚡	music_assistant/providers/apple_music/provider.py	248	async def set_favorite(self, prov_item_id: str, media_type: MediaType, favorite: bool) -> None:	CODE
LOW	music_assistant/providers/apple_music/__init__.py	22	__all__ = ["AppleMusicProvider", "setup"]	CODE
LOW	…ic_assistant/providers/apple_music/helpers/__init__.py	6	__all__ = [	CODE
LOW	music_assistant/providers/bose_soundtouch/provider.py	88	async def update_config(self, config: ProviderConfig, changed_keys: set[str]) -> None:	CODE
LOW	music_assistant/providers/bose_soundtouch/player.py	113	def set_static_attributes(self, info: Info) -> None:	CODE
291 more matches not shown…

Cross-Language Confusion44 hits · 274 pts

Severity	File	Line	Snippet	Context
HIGH	tests/providers/mammamiradio/test_mammamiradio.py	1122	"""session_state stopped/empty_queue (now_playing null) renders the station name."""	STRING
HIGH	tests/providers/spotify/test_playback_auth.py	234	('{"username": null, "auth_data": "blob"}', "u1", False),	CODE
HIGH⚡	tests/providers/milkdrop_visualizer/test_tap.py	369	queue.push(b"first")	CODE
HIGH⚡	tests/providers/milkdrop_visualizer/test_tap.py	370	queue.push(b"second")	CODE
HIGH⚡	tests/providers/milkdrop_visualizer/test_tap.py	371	queue.push('{"type": "stream/clear"}')	CODE
HIGH⚡	tests/providers/milkdrop_visualizer/test_tap.py	379	queue.push('{"type": "stream/start"}')	CODE
HIGH⚡	tests/providers/milkdrop_visualizer/test_tap.py	380	queue.push('{"type": "stream/clear"}')	CODE
HIGH⚡	tests/providers/milkdrop_visualizer/test_tap.py	381	queue.push(b"frame")	CODE
HIGH⚡	tests/controllers/music/test_music_migrations.py	311	1: ("smart_fades", '{"spectral_centroid": [1.5, null, 2.5, null], "bpm": 120}'),	CODE
HIGH⚡	tests/controllers/music/test_music_migrations.py	314	3: ("other_domain", '{"spectral_centroid": [null], "bpm": 100}'),	CODE
HIGH⚡	tests/controllers/music/test_music_migrations.py	318	5: ("smart_fades", '{"spectral_centroid": null, "bpm": 90}'),	CODE
HIGH⚡	tests/helpers/test_json.py	97	({"a": [1, 2], "b": {"c": None}}, '{"a":[1,2],"b":{"c":null}}'),	CODE
HIGH	music_assistant/providers/yousee/media.py	247	tracks(first: $first, after: null, orderBy: POPULARITY) {	CODE
HIGH	music_assistant/providers/msx_bridge/http_server.py	704	params.push('sendspin=1');	CODE
HIGH	music_assistant/providers/msx_bridge/http_server.py	710	params.push(boxes[i].getAttribute('data-kiosk-param') + '=0');	CODE
HIGH⚡	…sic_assistant/providers/fastmcp_server/connect/page.py	175	info: null,	CODE
HIGH⚡	…sic_assistant/providers/fastmcp_server/connect/page.py	176	sessionToken: null,	CODE
HIGH⚡	…sic_assistant/providers/fastmcp_server/connect/page.py	177	selectedClientId: null,	CODE
HIGH⚡	…sic_assistant/providers/fastmcp_server/connect/page.py	184	setupCallback: null,	CODE
HIGH⚡	…sic_assistant/providers/fastmcp_server/connect/page.py	189	if (cachedTokens && typeof cachedTokens === "object") state.tokens = cachedTokens;	CODE
HIGH⚡	…sic_assistant/providers/fastmcp_server/connect/page.py	324	if (!value \|\| !value.startsWith("/")) return null;	CODE
HIGH⚡	…sic_assistant/providers/fastmcp_server/connect/page.py	327	if (callback.origin !== window.location.origin) return null;	CODE
HIGH⚡	…sic_assistant/providers/fastmcp_server/connect/page.py	328	if (!/\\/setup_flow\\/callback\\/[a-f0-9]+$/.test(callback.pathname)) return null;	CODE
HIGH⚡	…sic_assistant/providers/fastmcp_server/connect/page.py	331	return null;	CODE
HIGH⚡	…sic_assistant/providers/fastmcp_server/connect/page.py	336	if (!state.setupCallback \|\| state.setupCallbackSent) return;	CODE
HIGH⚡	…sic_assistant/providers/fastmcp_server/connect/page.py	365	if (!c \|\| !state.lastSnippet) return null;	CODE
HIGH⚡	…sic_assistant/providers/fastmcp_server/connect/page.py	367	try { parsed = JSON.parse(state.lastSnippet); } catch (_) { return null; }	CODE
HIGH⚡	…sic_assistant/providers/fastmcp_server/connect/page.py	368	const inner = (parsed.mcpServers && parsed.mcpServers.ma) \|\| null;	CODE
HIGH⚡	…sic_assistant/providers/fastmcp_server/connect/page.py	368	const inner = (parsed.mcpServers && parsed.mcpServers.ma) \|\| null;	CODE
HIGH⚡	…sic_assistant/providers/fastmcp_server/connect/page.py	369	if (!inner) return null;	CODE
HIGH	…sic_assistant/providers/fastmcp_server/connect/page.py	204	let data = null;	CODE
HIGH	…sic_assistant/providers/fastmcp_server/connect/page.py	305	state.sessionToken = null;	CODE
HIGH	…sic_assistant/providers/fastmcp_server/connect/page.py	313	showMsg((data && data.error) \|\| ("HTTP " + res.status), "bad");	CODE
HIGH	…sic_assistant/providers/fastmcp_server/connect/page.py	351	if (navigator.clipboard && navigator.clipboard.writeText) {	CODE
HIGH	…sic_assistant/providers/fastmcp_server/connect/page.py	442	showMsg((data && data.error) \|\| "Sign-in failed.", "bad");	CODE
HIGH	…sic_assistant/providers/fastmcp_server/connect/page.py	453	showMsg("Signed in as " + (data.user && data.user.username \|\| "user") + ".", "good");	CODE
HIGH	music_assistant/providers/airplay/provider.py	635	# one resolves (first) is undefined, so match the full advertised address set	COMMENT
HIGH	music_assistant/providers/sendspin/playback.py	590	await processor.push(chunk)	CODE
HIGH	music_assistant/providers/sendspin/playback.py	1391	await processor.push(chunk)	CODE
HIGH	music_assistant/providers/milkdrop_visualizer/tap.py	141	A track without a palette yields every field as null, so a viewer drops the	STRING
HIGH	music_assistant/providers/milkdrop_visualizer/tap.py	248	queue.push(frame)	CODE
HIGH	music_assistant/providers/milkdrop_visualizer/relay.py	10	- text {"type":"color","payload":{field: [r,g,b]\|null, ...}} - changed color@v1 fields	STRING
HIGH	music_assistant/controllers/streams/audio_analysis.py	423	# non-finite floats serialize to JSON null, which corrupts the stored row;	COMMENT
HIGH	music_assistant/controllers/webserver/api_docs.py	1012	# Filter out None/null types (None, NoneType, null all mean JSON null)	COMMENT

Deep Nesting291 hits · 256 pts

Severity	File	Line	Context
LOW	tests/test_library_sync.py	477	CODE
LOW	tests/test_library_sync.py	528	CODE
LOW	tests/integration/test_library_summary_items.py	159	CODE
LOW	tests/providers/msx_bridge/test_http_server.py	1543	CODE
LOW	tests/providers/fastmcp_server/test_origin.py	321	CODE
LOW	tests/providers/fastmcp_server/test_config_security.py	49	CODE
LOW	tests/providers/fastmcp_server/test_config_security.py	76	CODE
LOW	tests/providers/music_quiz/test_plugin.py	2294	CODE
LOW	tests/providers/music_quiz/test_plugin.py	2613	CODE
LOW	tests/providers/music_quiz/test_models.py	331	CODE
LOW	music_assistant/providers/wiim/grouping.py	536	CODE
LOW	music_assistant/providers/wiim/player.py	435	CODE
LOW	music_assistant/providers/openai_tts/__init__.py	293	CODE
LOW	music_assistant/providers/openai_tts/__init__.py	296	CODE
LOW	music_assistant/providers/hass_players/provider.py	150	CODE
LOW	music_assistant/providers/hass_players/player.py	404	CODE
LOW	music_assistant/providers/mammamiradio/__init__.py	200	CODE
LOW	music_assistant/providers/ytmusic/__init__.py	221	CODE
LOW	music_assistant/providers/ytmusic/__init__.py	432	CODE
LOW	music_assistant/providers/ytmusic/__init__.py	533	CODE
LOW	music_assistant/providers/ytmusic/__init__.py	554	CODE
LOW	music_assistant/providers/ytmusic/__init__.py	638	CODE
LOW	music_assistant/providers/ytmusic/__init__.py	715	CODE
LOW	music_assistant/providers/ytmusic/__init__.py	868	CODE
LOW	music_assistant/providers/ytmusic/__init__.py	719	CODE
LOW	music_assistant/providers/ytmusic/helpers.py	329	CODE
LOW	music_assistant/providers/ytmusic/helpers.py	338	CODE
LOW	music_assistant/providers/vban_receiver/provider.py	251	CODE
LOW	music_assistant/providers/teddycloud/provider.py	78	CODE
LOW	music_assistant/providers/bandcamp/converters.py	56	CODE
LOW	music_assistant/providers/sync_group/player.py	128	CODE
LOW	music_assistant/providers/sync_group/player.py	448	CODE
LOW	music_assistant/providers/audiobookshelf/__init__.py	419	CODE
LOW	music_assistant/providers/audiobookshelf/__init__.py	484	CODE
LOW	music_assistant/providers/audiobookshelf/__init__.py	1075	CODE
LOW	music_assistant/providers/audiobookshelf/__init__.py	1700	CODE
LOW	music_assistant/providers/apple_music/library.py	225	CODE
LOW	music_assistant/providers/apple_music/library.py	296	CODE
LOW	music_assistant/providers/apple_music/helpers/browse.py	70	CODE
LOW	music_assistant/providers/smart_fades/helpers.py	123	CODE
LOW	music_assistant/providers/theaudiodb/__init__.py	173	CODE
LOW	music_assistant/providers/theaudiodb/__init__.py	203	CODE
LOW	music_assistant/providers/bose_soundtouch/player.py	394	CODE
LOW	…nt/providers/bose_soundtouch/client/client/__init__.py	172	CODE
LOW	…nt/providers/bose_soundtouch/client/client/__init__.py	221	CODE
LOW	music_assistant/providers/airplay_receiver/metadata.py	140	CODE
LOW	music_assistant/providers/airplay_receiver/metadata.py	196	CODE
LOW	music_assistant/providers/airplay_receiver/metadata.py	302	CODE
LOW	music_assistant/providers/airplay_receiver/metadata.py	339	CODE
LOW	music_assistant/providers/zvuk_music/parsers.py	132	CODE
LOW	music_assistant/providers/playlist_metadata/__init__.py	1099	CODE
LOW	music_assistant/providers/playlist_metadata/__init__.py	182	CODE
LOW	music_assistant/providers/playlist_metadata/__init__.py	492	CODE
LOW	music_assistant/providers/playlist_metadata/__init__.py	1146	CODE
LOW	music_assistant/providers/test/__init__.py	148	CODE
LOW	music_assistant/providers/hass/__init__.py	508	CODE
LOW	music_assistant/providers/bbc_sounds/__init__.py	512	CODE
LOW	music_assistant/providers/bbc_sounds/__init__.py	664	CODE
LOW	music_assistant/providers/radioparadise/parsers.py	53	CODE
LOW	music_assistant/providers/tunein/__init__.py	93	CODE
231 more matches not shown…

Redundant / Tautological Comments113 hits · 166 pts

Severity	File	Line	Snippet	Context
LOW	music_assistant/providers/vban_receiver/provider.py	319	# Check if the stream_id has changed underneath us while waiting	COMMENT
LOW	music_assistant/providers/airplay_receiver/metadata.py	144	# Check if we have a complete line before any XML	COMMENT
LOW	music_assistant/providers/airplay_receiver/provider.py	589	# Check if process started successfully	COMMENT
LOW	…stant/providers/airplay_receiver/bin/build_binaries.sh	103	# Check if Homebrew is installed	COMMENT
LOW	music_assistant/providers/party/__init__.py	598	# Check if guest access is enabled	COMMENT
LOW	music_assistant/providers/party/__init__.py	877	# Check if guest access and skip are enabled	COMMENT
LOW	music_assistant/providers/spotify/provider.py	188	# Check if user has a custom client ID with valid dev token	COMMENT
LOW	music_assistant/providers/audible/__init__.py	95	# Check if we have signing auth (preferred, stable - not affected by API changes)	COMMENT
LOW	music_assistant/providers/msx_bridge/http_server.py	1677	# Check if we need to create a new shared stream (leader creates it)	COMMENT
LOW	music_assistant/providers/bluesound/provider.py	83	# Check if the IP address has changed	COMMENT
LOW	…_assistant/providers/nicovideo/provider_mixins/core.py	64	# Check if login credentials are provided	COMMENT
LOW	music_assistant/providers/nicovideo/services/video.py	156	# Check if this is already a media playlist (has #EXTINF)	COMMENT
LOW	…providers/sonic_analysis/vendored_clap/clap_wrapper.py	57	# Check if version is supported	COMMENT
LOW	music_assistant/providers/yandex_music/provider.py	3279	# Check if we've already reached the limit	COMMENT
LOW	music_assistant/providers/yandex_music/api_client.py	739	# Check if it's LRC format (synced lyrics have timestamps like [00:12.34])	COMMENT
LOW	music_assistant/providers/universal_player/provider.py	112	# Check if player already exists	COMMENT
LOW	music_assistant/providers/soundcloud/__init__.py	477	# Check if we have a valid response with tracks collection	COMMENT
LOW	music_assistant/providers/yandex_ynison/provider.py	641	# Check if manual player switching is allowed	COMMENT
LOW	music_assistant/providers/yandex_station/provider.py	249	# Check if player already registered (cloud-discovered) — connect Glagol	COMMENT
LOW	music_assistant/providers/pandora/provider.py	433	# Check if already cached in session	COMMENT
LOW	music_assistant/providers/internet_archive/provider.py	219	# Check if we have enough results across all types	COMMENT
LOW	music_assistant/providers/internet_archive/provider.py	336	# Check if this is audiobook content using improved detection	COMMENT
LOW	music_assistant/providers/internet_archive/provider.py	345	# Check if this is podcast content	COMMENT
LOW	music_assistant/providers/internet_archive/provider.py	604	# Check if this is the same as album artist to avoid duplicates (case-insensitive)	COMMENT
LOW	music_assistant/providers/plex/__init__.py	795	# Check if this is a collection (collections have the format "collection:<key>")	COMMENT
LOW	music_assistant/providers/plex/__init__.py	831	# Check if this is a collection (collections have the format "collection:<key>")	COMMENT
LOW	music_assistant/providers/plex/__init__.py	1273	# Check if album rating meets the configured threshold for favorites	COMMENT
LOW	music_assistant/providers/plex/__init__.py	1507	# Check if track rating meets the configured threshold for favorites	COMMENT
LOW⚡	music_assistant/providers/plex_connect/gdm.py	179	# Check if this is a discovery request (M-SEARCH) not our own HELLO	COMMENT
LOW	music_assistant/providers/webdav/provider.py	287	# Check if this is an audio file with embedded image	COMMENT
LOW	music_assistant/providers/webdav/helpers.py	139	# Check if it's a directory	COMMENT
LOW	music_assistant/providers/kion_music/provider.py	1915	# Check if we've already reached the limit	COMMENT
LOW	music_assistant/providers/kion_music/api_client.py	571	# Check if it's LRC format (synced lyrics have timestamps like [00:12.34])	COMMENT
LOW	music_assistant/providers/sendspin/provider.py	1560	# Check if client still exists (may have disconnected while waiting)	COMMENT
LOW	music_assistant/providers/podcastfeed/__init__.py	199	# Check if we got actual image content	COMMENT
LOW	music_assistant/providers/tidal/tidal_page_parser.py	141	# Check if item appears to be a mix	COMMENT
LOW	music_assistant/providers/tidal/auth_manager.py	126	# Check if token is expired	COMMENT
LOW	music_assistant/models/player.py	1773	# Check if the protocol player is actually available	COMMENT
LOW	music_assistant/models/player.py	3487	# Check if member_id is a provider instance ID	COMMENT
LOW	music_assistant/controllers/music/controller.py	499	# Check if the search query is a streaming provider public shareable URL	COMMENT
LOW	music_assistant/controllers/music/media/playlists.py	384	# Check if any existing mapping's item_id has been modified for non-streaming providers	COMMENT
LOW	music_assistant/controllers/music/media/genres.py	2021	# Check if a non-excluded genre in this taxonomy exists with this name as its own	COMMENT
LOW	music_assistant/controllers/music/media/genres.py	2071	# Check if this name was deliberately excluded in this taxonomy before creating	COMMENT
LOW	music_assistant/controllers/players/controller.py	3137	# Check if parent config still exists	COMMENT
LOW	music_assistant/controllers/players/controller.py	3325	# Check if new source is external (not MA-managed)	COMMENT
LOW	music_assistant/controllers/players/controller.py	3389	# Check if it's a known queue ID	COMMENT
LOW	music_assistant/controllers/players/protocol_linking.py	238	# Check if this universal player should now be merged with another	COMMENT
LOW	music_assistant/controllers/players/protocol_linking.py	279	# Check if linking actually succeeded (may be refused for	COMMENT
LOW	music_assistant/controllers/players/protocol_linking.py	294	# Check if this universal player should now be merged with another	COMMENT
LOW	music_assistant/controllers/players/protocol_linking.py	443	# Check if this protocol player has a cached parent (was previously linked)	COMMENT
LOW	music_assistant/controllers/players/protocol_linking.py	502	# Check if there's an existing universal player we should join	COMMENT
LOW	music_assistant/controllers/players/protocol_linking.py	585	# Check if linking actually succeeded (may be refused for duplicate domain)	COMMENT
LOW	music_assistant/controllers/players/protocol_linking.py	604	# Check if this universal player should now be merged with another	COMMENT
LOW	music_assistant/controllers/players/protocol_linking.py	621	# Check if universal player has generic placeholder device info	COMMENT
LOW	music_assistant/controllers/players/protocol_linking.py	865	# Check if keeper already has an active link from this domain	COMMENT
LOW	music_assistant/controllers/players/protocol_linking.py	989	# Check if linking succeeded (may be refused for duplicate domain)	COMMENT
LOW	music_assistant/controllers/players/protocol_linking.py	1622	# Check if this protocol has a parent_id pointing to this native player	COMMENT
LOW	music_assistant/controllers/players/protocol_linking.py	2201	# Check if this member is in the parent's group via protocol	COMMENT
LOW	music_assistant/controllers/players/protocol_linking.py	2220	# Check if child's protocol player is in parent's native group_members	COMMENT
LOW	music_assistant/controllers/players/protocol_linking.py	2287	# Check if parent supports this protocol (including native protocol)	COMMENT
53 more matches not shown…

Over-Commented Block145 hits · 137 pts

Severity	File	Line	Snippet	Context
LOW	tests/providers/fastmcp_server/conftest.py	1	"""	COMMENT
LOW	tests/controllers/streams/test_audio_sources.py	421	) -> None:	COMMENT
LOW	music_assistant/constants.py	901	"Cache-Control": "no-cache",	COMMENT
LOW	music_assistant/providers/vban_receiver/provider.py	361	self, source_id: str, player_id: str, owner_player_id: str, stream_session_id: str	COMMENT
LOW	…c_assistant/providers/_demo_music_provider/__init__.py	241	# It allows retrieving the library/favorite artists from your provider.	COMMENT
LOW	…c_assistant/providers/_demo_music_provider/__init__.py	281	# It allows retrieving the library/favorite albums from your provider.	COMMENT
LOW	…c_assistant/providers/_demo_music_provider/__init__.py	301	# You are free to implement caching in your provider, as long as you return all items	COMMENT
LOW	…c_assistant/providers/_demo_music_provider/__init__.py	321	# the 'sync_library' method.	COMMENT
LOW	…c_assistant/providers/_demo_music_provider/__init__.py	341	# If you need more fine grained control over the sync process, you can override	COMMENT
LOW	…c_assistant/providers/_demo_music_provider/__init__.py	361	# to easily apply caching to this method.	COMMENT
LOW	…c_assistant/providers/_demo_music_provider/__init__.py	381	# Get full details of a single Album.	COMMENT
LOW	…c_assistant/providers/_demo_music_provider/__init__.py	401	# NOTE: Because this is often static data, it is advised to apply caching here	COMMENT
LOW	…c_assistant/providers/_demo_music_provider/__init__.py	421	# Mandatory only if you reported ARTIST_ALBUMS in the supported_features.	COMMENT
LOW	…c_assistant/providers/_demo_music_provider/__init__.py	501	Returns a boolean with the fully_played status	COMMENT
LOW	…c_assistant/providers/_demo_music_provider/__init__.py	641	Must be fast: return static or cached row descriptors only, without	COMMENT
LOW	…c_assistant/providers/_demo_music_provider/__init__.py	681	# return UniqueList(await self._fetch_new_releases())	COMMENT
LOW	…assistant/providers/_demo_music_provider/setup_flow.py	41	"""	COMMENT
LOW	music_assistant/providers/sync_group/player.py	121	# Only realign the effective member list to the preset when we are	COMMENT
LOW	music_assistant/providers/sync_group/player.py	561	# protocol doesn't support dynamic leader switching or not playing	COMMENT
LOW	music_assistant/providers/sync_group/player.py	881	# Sonos that can play via either its native protocol or via AirPlay). The	COMMENT
LOW	music_assistant/providers/yandex_smarthome/notifier.py	81	# Dedupe state-callback errors by fingerprint. Yandex's backend	COMMENT
LOW	music_assistant/providers/yandex_smarthome/constants.py	21	CONF_EXPOSED_PLAYLISTS = "exposed_playlists"	COMMENT
LOW	music_assistant/providers/yandex_smarthome/constants.py	61	# Direct mode uses a per-install auto-generated secret instead (see CONF_DIRECT_CLIENT_SECRET).	COMMENT
LOW	music_assistant/providers/hass/control_entities.py	21		COMMENT
LOW	music_assistant/providers/spotify/constants.py	21	CONF_SOLOIST_API_KEY = "soloist_api_key"	COMMENT
LOW	music_assistant/providers/spotify/constants.py	41	# of two identically named entries is exactly what ends this session badly.	COMMENT
LOW	music_assistant/providers/spotify/backends/soloist.py	101	from music_assistant.providers.spotify_connect.soloist.runtime import SoloistEvent	COMMENT
LOW	music_assistant/providers/spotify/backends/soloist.py	121	# - the burst must stay SMALL: during the burst window the read is unpaced,	COMMENT
LOW	music_assistant/providers/spotify/backends/soloist.py	141	_SEEK_CONFIRM_TIMEOUT_S: Final[float] = 15.0	COMMENT
LOW	music_assistant/providers/spotify/backends/soloist.py	161	_IDLE_TIMEOUT_S: Final[float] = 5.0	COMMENT
LOW	music_assistant/providers/spotify/backends/soloist.py	181	# the URI match in _signal_ready depends on. Resume well below the cap so the	COMMENT
LOW	music_assistant/providers/spotify/backends/soloist.py	941	raise AudioError("Spotify Soloist is not connected")	COMMENT
LOW	music_assistant/providers/spotify/backends/soloist.py	1001	if self._error:	COMMENT
LOW	music_assistant/providers/spotify/backends/soloist.py	2421	# nothing to disprove. Only a seek BACK has to see the engine come	COMMENT
LOW	music_assistant/providers/msx_bridge/static/input.js	1	/******************************************************************************/	COMMENT
LOW	…ridge/static/web/sendspin-js/silent-audio.generated.js	1	// Auto-generated by scripts/bundle-silent-audio.js	COMMENT
LOW	music_assistant/providers/amplipi/constants.py	61	"bluetooth": "Bluetooth",	COMMENT
LOW	…_assistant/providers/fastmcp_server/connect/_revoke.py	41	# loaded (frontend / torch are not installed), so fall back to	COMMENT
LOW	…t/providers/fastmcp_server/debug/inspect_serializer.py	41	# — walking them drags every other provider, queue, player, cache and	COMMENT
LOW	…sic_assistant/providers/sonic_analysis/clap_prompts.py	101	# Calibration provenance	COMMENT
LOW	music_assistant/providers/yandex_music/constants.py	81	# triggers (HTML body with smart-captcha markers), the corresponding	COMMENT
LOW	music_assistant/providers/yandex_music/constants.py	101	# sync — kept low so it does not flood smart-captcha	COMMENT
LOW	music_assistant/providers/yandex_music/constants.py	121	# Initial-sync jitter: during the first INITIAL_SYNC_WINDOW_S after a	COMMENT
LOW	music_assistant/providers/yandex_music/api_client.py	141	] = OrderedDict()	COMMENT
LOW	music_assistant/providers/hue_entertainment/analyzer.py	41	_PALETTE_DIM_FACTOR = 0.45	COMMENT
LOW	music_assistant/providers/hue_entertainment/analyzer.py	101	color_gradient_spread: float	COMMENT
LOW	music_assistant/providers/hue_entertainment/analyzer.py	181		COMMENT
LOW	music_assistant/providers/hue_entertainment/analyzer.py	201	# Transient scaling, beat animation fraction, pulse peak and color gradient	COMMENT
LOW	…sic_assistant/providers/snapcast/snapweb/snapstream.js	381	// rate = 1.0 - Math.min(rate, 0.0005);	COMMENT
LOW	music_assistant/providers/chromecast/constants.py	41		COMMENT
LOW	music_assistant/providers/yandex_ynison/provider.py	481	preventing bit-depth/sample-rate mismatches that cause noise.	COMMENT
LOW	music_assistant/providers/yandex_ynison/provider.py	1161	self.logger.warning("Ynison active on our device but no MA player available")	COMMENT
LOW	…sic_assistant/providers/yandex_ynison/ynison_client.py	721		COMMENT
LOW	music_assistant/providers/yandex_station/player.py	601	alice_state = state.get("aliceState", "")	COMMENT
LOW	music_assistant/providers/yandex_station/player.py	701	# Same-track guard:	COMMENT
LOW	music_assistant/providers/yandex_station/player.py	781	# we'd never see the next track Alice queued. Keeping it muted	COMMENT
LOW	music_assistant/providers/airplay/provider.py	81		COMMENT
LOW	music_assistant/providers/airplay/constants.py	61	# that could not tell a password challenge apart from a flat refusal wrote the	COMMENT
LOW	music_assistant/providers/airplay/constants.py	101		COMMENT
LOW	music_assistant/providers/airplay/constants.py	121	# wait that times out here has simply run out of planning time and falls back,	COMMENT
85 more matches not shown…

Self-Referential Comments38 hits · 111 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/test_webserver_auth.py	165	# Create a user first	COMMENT
MEDIUM	tests/test_remote_access.py	589	# Create a session first	COMMENT
MEDIUM	tests/providers/bandcamp/test_converters.py	20	# Create a mock SearchResultTrack	COMMENT
MEDIUM	tests/providers/bandcamp/test_converters.py	39	# Create a mock SearchResultAlbum	COMMENT
MEDIUM	tests/providers/bandcamp/test_converters.py	102	# Create a mock SearchResultArtist	COMMENT
MEDIUM	tests/providers/apple_music/test_library.py	485	# Create an ItemMapping instead of a Track	COMMENT
MEDIUM	tests/providers/msx_bridge/test_player.py	463	# Create a member whose play_media calls back into leader's propagation	COMMENT
MEDIUM	tests/providers/smart_playlist/test_smart_playlist.py	1742	# Create a library track without genres	COMMENT
MEDIUM	tests/providers/yandex_ynison/test_ynison_client.py	527	# Create a real task that we can cancel	COMMENT
MEDIUM	tests/providers/tidal/test_api_client.py	30	# Create a mock that acts as an async context manager	COMMENT
MEDIUM	tests/providers/tidal/test_streaming.py	524	# Create a mapping that triggers the update path	COMMENT
MEDIUM	tests/controllers/players/test_protocol_linking.py	55	# Create a mock manifest	COMMENT
MEDIUM	tests/helpers/test_throttle_retry.py	329	# Create a date 60 seconds in the future	COMMENT
MEDIUM	music_assistant/providers/vban_receiver/vban.py	44	# Create a socket and set the options	COMMENT
MEDIUM	…c_assistant/providers/_demo_music_provider/__init__.py	472	# Create a new playlist on the provider.	COMMENT
MEDIUM	music_assistant/providers/airplay_receiver/metadata.py	105	# Create an asyncio.Event to signal when data is available	COMMENT
MEDIUM	music_assistant/providers/party/__init__.py	793	# Create a QueueItem from the media item	COMMENT
MEDIUM	music_assistant/providers/spotify/parsers.py	281	# Create a minimal podcast reference if none available	COMMENT
MEDIUM	music_assistant/providers/deezer/parsers.py	772	# Create a full Artist object so MA doesn't try to resolve it.	COMMENT
MEDIUM	music_assistant/providers/deezer/parsers.py	800	# Create a full Album object so MA doesn't try to resolve it.	COMMENT
MEDIUM	…istant/providers/nicovideo/provider_mixins/playlist.py	120	# Create a new mylist using niconico.py	COMMENT
MEDIUM	…assistant/providers/digitally_incorporated/__init__.py	765	# Create a mapping of filter ID to genre name	COMMENT
MEDIUM	music_assistant/providers/snapcast/socket_server.py	77	# Create the socket server	COMMENT
MEDIUM	music_assistant/providers/universal_player/provider.py	157	# Create the player instance	COMMENT
MEDIUM	music_assistant/providers/plex/__init__.py	1890	# Create a recommendation folder for each hub	COMMENT
MEDIUM	…ic_assistant/providers/_demo_player_provider/player.py	40	# This method is optional and should be implemented if you need to handle	COMMENT
MEDIUM	…ic_assistant/providers/_demo_player_provider/player.py	239	# This method is mandatory and should be implemented.	COMMENT
MEDIUM	…ic_assistant/providers/_demo_player_provider/player.py	279	# This method is optional and should be implemented if you want to support	COMMENT
MEDIUM	…ic_assistant/providers/_demo_player_provider/player.py	291	# This method is optional and should be implemented if the player supports	COMMENT
MEDIUM	…ic_assistant/providers/_demo_player_provider/player.py	302	# This method is optional and should be implemented if the player supports	COMMENT
MEDIUM	…ic_assistant/providers/_demo_player_provider/player.py	310	# This method is optional and should be implemented if the player supports	COMMENT
MEDIUM	…ic_assistant/providers/_demo_player_provider/player.py	322	# This method is optional and should be implemented if the player supports	COMMENT
MEDIUM	music_assistant/controllers/config/providers.py	592	# Create the config with only the server-default entries (no provider options: those	COMMENT
MEDIUM	music_assistant/controllers/webserver/auth.py	1116	# Create a long-lived token (only long-lived tokens can be created via this command)	COMMENT
MEDIUM	music_assistant/controllers/webserver/api_docs.py	196	# Create a schema reference for this type	COMMENT
MEDIUM	music_assistant/controllers/webserver/api_docs.py	289	# Create a detailed enum definition with descriptions	COMMENT
MEDIUM	…istant/controllers/webserver/helpers/auth_providers.py	469	# Create the user	COMMENT
MEDIUM	music_assistant/controllers/metadata/radio.py	469	# Create a minimal Album object to pass the MusicBrainz release group ID	COMMENT

AI Slop Vocabulary49 hits · 106 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/providers/sync_group/test_sync_group.py	704	# (that path is only for the seamless handoff). Instead, dissolve+reform	COMMENT
MEDIUM	tests/providers/sync_group/test_sync_group.py	890	# the remaining member never joined the session, so no seamless handoff	COMMENT
MEDIUM	tests/providers/sync_group/test_sync_group.py	593	"""When the new leader IS in the live session, seamless protocol-level handoff is used."""	STRING
MEDIUM	tests/providers/yandex_station/test_provider_cascade.py	35	# ── Test harness ───────────────────────────────────────────────────	COMMENT
LOW	tests/providers/airplay/test_control_player.py	350	# the level the user just set.	COMMENT
MEDIUM	tests/helpers/test_audio.py	150	# deliberately wide to stay robust on loaded CI runners.	COMMENT
MEDIUM	music_assistant/providers/ambient_sounds/__init__.py	97	# 0.1 Hz swell = 3 full cycles per 30s loop, keeping the loop seamless	COMMENT
MEDIUM	music_assistant/providers/ambient_sounds/__init__.py	358	"""Build the ffmpeg filter graph that renders the preset as a seamless loop."""	STRING
MEDIUM	music_assistant/providers/ambient_sounds/__init__.py	360	# seamless loop: generate CROSSFADE_DURATION extra seconds, trim that amount	COMMENT
LOW	…c_assistant/providers/_demo_music_provider/__init__.py	370	# Note that (local) file based providers will simply return all artist tracks here.	COMMENT
MEDIUM	music_assistant/providers/sync_group/constants.py	52	# group can do a seamless leader handoff; otherwise it must dissolve and	COMMENT
MEDIUM	music_assistant/providers/sync_group/player.py	1211	# a seamless handoff must stay on the protocol carrying the stream.	COMMENT
MEDIUM	music_assistant/providers/sync_group/player.py	1232	# so the session continuation is seamless.	COMMENT
MEDIUM	music_assistant/providers/sync_group/player.py	1254	# A seamless handoff requires the new leader to already be a sync_client of	COMMENT
MEDIUM	music_assistant/providers/phishin/provider.py	116	# Replace with comprehensive song_slug results	COMMENT
MEDIUM⚡	…nt/providers/snapcast/snapweb/assets/index-BYMjFABP.js	33	*/var R3=J,ao=N3;function Ve(t){for(var r="https://reactjs.org/docs/error-decoder.html?invariant="+t,s=1;s<arguments.le	COMMENT
MEDIUM⚡	…nt/providers/snapcast/snapweb/assets/index-BYMjFABP.js	33	*/var R3=J,ao=N3;function Ve(t){for(var r="https://reactjs.org/docs/error-decoder.html?invariant="+t,s=1;s<arguments.le	COMMENT
MEDIUM⚡	…nt/providers/snapcast/snapweb/assets/index-BYMjFABP.js	40	`+d.stack}return{value:t,source:r,stack:p,digest:null}}function b2(t,r,s){return{value:t,source:null,stack:s??null,diges	CODE
MEDIUM⚡	…nt/providers/snapcast/snapweb/assets/index-BYMjFABP.js	40	`+d.stack}return{value:t,source:r,stack:p,digest:null}}function b2(t,r,s){return{value:t,source:null,stack:s??null,diges	CODE
MEDIUM	music_assistant/providers/airplay/provider.py	651	# Match by advertised name (robust even when the TXT record did not resolve).	COMMENT
LOW	music_assistant/providers/airplay/control_player.py	1042	# overwrite (or persist) the level the user just set on the stream.	COMMENT
MEDIUM	music_assistant/providers/opensubsonic/parsers.py	48	# the list of episodes in a channel, to facilitate, we will use both the episode id and the	COMMENT
MEDIUM	music_assistant/providers/squeezelite/provider.py	149	# If any ports are occupied, raise a comprehensive error message	COMMENT
MEDIUM	…ic_assistant/providers/_demo_player_provider/player.py	58	# used in conjunction with the needs_poll property.	COMMENT
LOW	…ic_assistant/providers/_demo_player_provider/player.py	118	# In this demo implementation we just set the power state to ON	COMMENT
LOW	…ic_assistant/providers/_demo_player_provider/player.py	125	# In this demo implementation we just set the power state to OFF	COMMENT
LOW	…ic_assistant/providers/_demo_player_provider/player.py	139	# In this demo implementation we just set the volume level	COMMENT
LOW	…ic_assistant/providers/_demo_player_provider/player.py	172	# In this demo implementation we just set the playback state to PLAYING	COMMENT
LOW	…ic_assistant/providers/_demo_player_provider/player.py	189	# In this demo implementation we just set the playback state to IDLE	COMMENT
LOW	…ic_assistant/providers/_demo_player_provider/player.py	205	# In this demo implementation we just set the playback state to PAUSED	COMMENT
LOW	…ic_assistant/providers/_demo_player_provider/player.py	249	# the queue controller will simply call this play_media method for	COMMENT
LOW	music_assistant/providers/sonos/provider.py	259	# we just return the previous, current and next item in the queue.	COMMENT
LOW	music_assistant/providers/filesystem_local/__init__.py	382	# for audiobooks and podcasts we just return all library items	COMMENT
LOW	music_assistant/models/provider.py	218	# default implementation - simply use the instance number/index	COMMENT
LOW	music_assistant/models/music_provider.py	1956	# just return False here to trigger that logic	COMMENT
LOW⚡	music_assistant/models/player.py	1298	# default implementation will simply call set_members	COMMENT
LOW	music_assistant/models/player.py	1280	# default implementation will simply call set_members	COMMENT
LOW	music_assistant/models/player.py	3312	# Scenario 1: Player is a protocol player - just return the (expanded) result	COMMENT
LOW	music_assistant/controllers/music/controller.py	3283	# simply return the first item because search is already sorted by best match	COMMENT
LOW	music_assistant/controllers/music/media/playlists.py	696	# simply sort by quality and just add the first available version	COMMENT
LOW	music_assistant/controllers/music/media/base.py	1052	# simply return the fallback item	COMMENT
LOW	music_assistant/controllers/players/controller.py	1564	# else: any other media item, just add it to the favorites directly	COMMENT
LOW	music_assistant/controllers/streams/controller.py	816	# just set an insane high content length to make sure the player keeps playing	COMMENT
LOW	music_assistant/controllers/streams/controller.py	1195	# just set an insane high content length to make sure the player keeps playing	COMMENT
LOW	music_assistant/controllers/webserver/api_docs.py	982	# Remove the ellipsis and just use the type	COMMENT
LOW	…ssistant/controllers/player_queues/playback_tracker.py	380	# so we just return the queue index and the elapsed time	COMMENT
LOW	music_assistant/helpers/api.py	105	# we can just use the bound type for documentation purposes	COMMENT
LOW	music_assistant/helpers/audio.py	888	# simply return the preference	COMMENT
MEDIUM	scripts/perf/perf_server.py	191	# skip the harness' own frames - they are measurement scaffolding	COMMENT

Verbosity Indicators25 hits · 39 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/controllers/music/test_genres.py	2376	# Step 2: album gains its own genre metadata.	COMMENT
LOW⚡	tests/controllers/music/test_genres.py	2379	# Step 3: incremental scan must replace the derived mapping with a direct one,	COMMENT
LOW	tests/controllers/music/test_genres.py	2353	# Step 1: album has no genres yet → propagation creates a derived mapping.	COMMENT
LOW⚡	tests/controllers/players/test_protocol_linking.py	5073	# Step 1: Mock config - AirPlay has cached parent, Sendspin does not	COMMENT
LOW⚡	tests/controllers/players/test_protocol_linking.py	5120	# Step 2: AirPlay reconnects first - links via cached parent_id	COMMENT
LOW⚡	tests/controllers/players/test_protocol_linking.py	5129	# Step 3: Sendspin registers next - should match Universal Player by MAC	COMMENT
LOW	music_assistant/providers/hass_players/provider.py	168	# if the player is an ESPHome player, we need to check if it is a V2 player	COMMENT
LOW⚡	…sic_assistant/providers/yandex_ynison/ynison_client.py	246	# Step 1: Get redirect ticket	COMMENT
LOW⚡	…sic_assistant/providers/yandex_ynison/ynison_client.py	249	# Step 2: Connect to state service	COMMENT
LOW	music_assistant/providers/airplay/pairing.py	457	# Step 1: Send device ID and method	STRING
LOW	music_assistant/providers/airplay/pairing.py	479	# Step 2: SRP authentication	STRING
LOW	music_assistant/providers/airplay/pairing.py	508	# Step 3: Encrypt and send auth public key using AES-GCM	STRING
LOW⚡	music_assistant/helpers/tags.py	253	# Step 1: Always split on featuring splitters	COMMENT
LOW⚡	music_assistant/helpers/tags.py	260	# Step 2: If no expected_count or already at/above target, we're done	COMMENT
LOW⚡	music_assistant/helpers/tags.py	264	# Step 3: Need more artists - split on extra splitters to reach expected_count	COMMENT
LOW	music_assistant/helpers/resources/api_docs.html	462	<span class="comment"># Step 1: Authenticate (REQUIRED as first command)</span>	CODE
LOW	music_assistant/helpers/resources/api_docs.html	480	<span class="comment"># Step 2: Send commands (message_id is REQUIRED)</span>	CODE
LOW⚡	.github/workflows/dependency-security.yml	58	# Step 1: Verify requirements_all.txt is in sync	COMMENT
LOW	.github/workflows/dependency-security.yml	84	# Step 2: Detect new or changed dependencies	COMMENT
LOW	.github/workflows/dependency-security.yml	132	# Step 3: Resolve what both branches install, so findings can be split into ones	COMMENT
LOW	.github/workflows/dependency-security.yml	154	# Step 4: Run pip-audit for known vulnerabilities. The audit covers the whole	COMMENT
LOW	.github/workflows/dependency-security.yml	202	# Step 5: Check manifest.json changes	COMMENT
LOW	.github/workflows/dependency-security.yml	250	# Step 6: Run package safety check on new dependencies	COMMENT
LOW	.github/workflows/dependency-security.yml	309	# Step 7: Persist analysis results for the reporting workflow.	COMMENT
LOW	.github/workflows/dependency-security.yml	328	# Step 8: Hand off report fragments and results to the reporting workflow	COMMENT

Structural Annotation Overuse24 hits · 37 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/controllers/music/test_genres.py	2376	# Step 2: album gains its own genre metadata.	COMMENT
LOW⚡	tests/controllers/music/test_genres.py	2379	# Step 3: incremental scan must replace the derived mapping with a direct one,	COMMENT
LOW	tests/controllers/music/test_genres.py	2353	# Step 1: album has no genres yet → propagation creates a derived mapping.	COMMENT
LOW⚡	tests/controllers/players/test_protocol_linking.py	5073	# Step 1: Mock config - AirPlay has cached parent, Sendspin does not	COMMENT
LOW⚡	tests/controllers/players/test_protocol_linking.py	5120	# Step 2: AirPlay reconnects first - links via cached parent_id	COMMENT
LOW⚡	tests/controllers/players/test_protocol_linking.py	5129	# Step 3: Sendspin registers next - should match Universal Player by MAC	COMMENT
LOW⚡	…sic_assistant/providers/yandex_ynison/ynison_client.py	246	# Step 1: Get redirect ticket	COMMENT
LOW⚡	…sic_assistant/providers/yandex_ynison/ynison_client.py	249	# Step 2: Connect to state service	COMMENT
LOW	music_assistant/providers/airplay/pairing.py	457	# Step 1: Send device ID and method	STRING
LOW	music_assistant/providers/airplay/pairing.py	479	# Step 2: SRP authentication	STRING
LOW	music_assistant/providers/airplay/pairing.py	508	# Step 3: Encrypt and send auth public key using AES-GCM	STRING
LOW⚡	music_assistant/helpers/tags.py	253	# Step 1: Always split on featuring splitters	COMMENT
LOW⚡	music_assistant/helpers/tags.py	260	# Step 2: If no expected_count or already at/above target, we're done	COMMENT
LOW⚡	music_assistant/helpers/tags.py	264	# Step 3: Need more artists - split on extra splitters to reach expected_count	COMMENT
LOW	music_assistant/helpers/resources/api_docs.html	462	<span class="comment"># Step 1: Authenticate (REQUIRED as first command)</span>	CODE
LOW	music_assistant/helpers/resources/api_docs.html	480	<span class="comment"># Step 2: Send commands (message_id is REQUIRED)</span>	CODE
LOW⚡	.github/workflows/dependency-security.yml	58	# Step 1: Verify requirements_all.txt is in sync	COMMENT
LOW	.github/workflows/dependency-security.yml	84	# Step 2: Detect new or changed dependencies	COMMENT
LOW	.github/workflows/dependency-security.yml	132	# Step 3: Resolve what both branches install, so findings can be split into ones	COMMENT
LOW	.github/workflows/dependency-security.yml	154	# Step 4: Run pip-audit for known vulnerabilities. The audit covers the whole	COMMENT
LOW	.github/workflows/dependency-security.yml	202	# Step 5: Check manifest.json changes	COMMENT
LOW	.github/workflows/dependency-security.yml	250	# Step 6: Run package safety check on new dependencies	COMMENT
LOW	.github/workflows/dependency-security.yml	309	# Step 7: Persist analysis results for the reporting workflow.	COMMENT
LOW	.github/workflows/dependency-security.yml	328	# Step 8: Hand off report fragments and results to the reporting workflow	COMMENT

AI Structural Patterns40 hits · 30 pts

Severity	File	Line	Context
LOW	tests/providers/zvuk_music/test_parsers.py	72	CODE
LOW	tests/providers/zvuk_music/test_parsers.py	137	CODE
LOW	tests/providers/music_quiz/test_plugin.py	114	CODE
LOW	tests/providers/chromecast/test_media_status_updates.py	108	CODE
LOW	tests/providers/smart_playlist/test_smart_playlist.py	367	CODE
LOW	tests/providers/airplay/test_dashboard.py	30	CODE
LOW	tests/providers/airplay/dacp/conftest.py	78	CODE
LOW	tests/providers/plex/test_provider_methods.py	75	CODE
LOW	tests/providers/opensubsonic/test_provider.py	46	CODE
LOW	tests/providers/builtin/test_sound_effects.py	19	CODE
LOW	…sts/providers/spotify_connect/test_backend_contract.py	179	CODE
LOW	tests/controllers/music/test_library_listing_queries.py	197	CODE
LOW	tests/controllers/streams/smart_fades/conftest.py	21	CODE
LOW	…c_assistant/providers/smart_fades/feature_extractor.py	40	CODE
LOW	…c_assistant/providers/smart_fades/dbn_postprocessor.py	29	CODE
LOW	…s/sonic_analysis/vendored_clap/models/pytorch_utils.py	30	CODE
LOW	…providers/sonic_analysis/vendored_clap/models/htsat.py	61	CODE
LOW	…providers/sonic_analysis/vendored_clap/models/htsat.py	384	CODE
LOW	…providers/sonic_analysis/vendored_clap/models/htsat.py	588	CODE
LOW	…providers/sonic_analysis/vendored_clap/models/htsat.py	686	CODE
LOW	music_assistant/providers/music_quiz/__init__.py	352	CODE
LOW	music_assistant/providers/squeezelite/player.py	798	CODE
LOW	music_assistant/controllers/music/media/tracks.py	240	CODE
LOW	music_assistant/controllers/music/media/podcasts.py	78	CODE
LOW	music_assistant/controllers/music/media/audiobooks.py	204	CODE
LOW	music_assistant/controllers/music/media/audiobooks.py	151	CODE
LOW	music_assistant/controllers/music/media/audiobooks.py	169	CODE
LOW	music_assistant/controllers/music/media/audiobooks.py	187	CODE
LOW	music_assistant/controllers/music/media/artists.py	157	CODE
LOW	music_assistant/controllers/music/media/base.py	481	CODE
LOW	music_assistant/controllers/music/media/base.py	1479	CODE
LOW	music_assistant/controllers/music/media/base.py	428	CODE
LOW	music_assistant/controllers/music/media/base.py	446	CODE
LOW	music_assistant/controllers/music/media/base.py	464	CODE
LOW	music_assistant/controllers/music/media/base.py	1416	CODE
LOW	music_assistant/controllers/music/media/base.py	1437	CODE
LOW	music_assistant/controllers/music/media/base.py	1458	CODE
LOW	music_assistant/controllers/music/media/albums.py	165	CODE
LOW	music_assistant/controllers/tasks/controller.py	253	CODE
LOW	music_assistant/controllers/cache/helpers.py	48	CODE

Synthetic Comment Markers4 hits · 29 pts

Severity	File	Line	Snippet	Context
HIGH⚡	tests/providers/smart_playlist/test_smart_playlist.py	1841	# AI-generated description tests	COMMENT
HIGH	music_assistant/providers/zvuk_music/constants.py	29	# These AI-generated playlists are identified by low fixed IDs, stable per account.	COMMENT
HIGH	…instructions/music-assistant-standards.instructions.md	26	- Won't support AI-generated technical diagnoses or bug reports filed at face value in the tracker; describe problem	CODE
HIGH	…instructions/music-assistant-standards.instructions.md	26	- Won't support AI-generated technical diagnoses or bug reports filed at face value in the tracker; describe problem	CODE

Modern AI Meta-Vocabulary8 hits · 24 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/providers/smart_fades/test_provider.py	40	# Clip ends 0.2s after the last beat to avoid end-of-track hallucination.	COMMENT
MEDIUM⚡	…ts/controllers/streams/smart_fades/test_vocal_aware.py	447	# FireRed hallucinates vocal-like activity in the low-energy tail, past the boundary	COMMENT
MEDIUM	music_assistant/providers/airplay/stream.py	198	# `connected` this makes readiness fully event-driven, so START can	COMMENT
MEDIUM	music_assistant/providers/airplay/player.py	652	# The lock windows live inside the orchestration: the dispatch decision and	COMMENT
MEDIUM	music_assistant/providers/airplay/stream_session.py	203	# anchor with a short lead. Readiness is fully event-driven	COMMENT
MEDIUM	…ant/controllers/streams/smart_fades/planner/context.py	79	# exceed ~6dB and re-orchestrate (band fractions move)	COMMENT
MEDIUM	scripts/perf/perf_server.py	191	# skip the harness' own frames - they are measurement scaffolding	COMMENT
MEDIUM	…instructions/music-assistant-standards.instructions.md	66	- MUST stay event-driven: when state looks stale, add or fix the missing event instead of polling; prefer mDNS/annou	CODE

Slop Phrases10 hits · 20 pts

Severity	File	Line	Snippet	Context
MEDIUM	…c_assistant/providers/_demo_music_provider/__init__.py	531	# for most providers this will be HTTP but you can also use CUSTOM	COMMENT
LOW	music_assistant/providers/theaudiodb/__init__.py	187	# make sure to include the version in the album name	COMMENT
LOW	music_assistant/providers/theaudiodb/__init__.py	215	# make sure to include the version in the album name	COMMENT
LOW	music_assistant/providers/lastfm_scrobble/__init__.py	136	self.logger.info("No session key available, don't forget to authenticate!")	CODE
LOW	music_assistant/providers/lastfm_scrobble/strings.json	26	"label": "Successfully logged in as {0}, don't forget to hit save to complete the setup"	CODE
MEDIUM	…_assistant/providers/_demo_plugin_provider/__init__.py	150	# you can use this for instance to trigger custom (non-mdns) discovery of plugins	COMMENT
MEDIUM	…_assistant/providers/_demo_player_provider/provider.py	64	# you can use this to do any async initialization of the provider,	COMMENT
MEDIUM	…_assistant/providers/_demo_player_provider/provider.py	150	# note that you can use this point to update the player connection info	COMMENT
LOW	music_assistant/controllers/music/controller.py	321	# make sure to finish any removal jobs	COMMENT
LOW	music_assistant/translations/en.json	1582	"provider.lastfm_scrobble.config_entries.save_reminder.label": "Successfully logged in as {0}, don't forget to hit sav	CODE

Dead Code10 hits · 19 pts

Severity	File	Line	Context
MEDIUM	tests/providers/msx_bridge/conftest.py	25	CODE
MEDIUM	tests/providers/filesystem/test_nfo_resolution.py	972	CODE
MEDIUM	tests/providers/yandex_ynison/test_ynison_client.py	1298	CODE
MEDIUM	tests/providers/airplay/test_protocol_crash.py	55	CODE
MEDIUM	tests/providers/kion_music/test_streaming.py	265	CODE
MEDIUM	tests/providers/squeezelite/test_player.py	25	CODE
MEDIUM	tests/providers/spotify_connect/test_provider.py	103	CODE
MEDIUM	tests/controllers/music/test_sync_resilience.py	205	CODE
MEDIUM	tests/controllers/streams/test_audio_buffer.py	358	CODE
MEDIUM	music_assistant/models/plugin.py	181	CODE

Docstring Block Structure3 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	…sic_assistant/providers/nicovideo/converters/stream.py	57	Convert StreamConversionData into StreamDetails. Args: conversion_data: Data containing vi	STRING
HIGH	music_assistant/providers/pandora/helpers.py	57	Get CSRF token from Pandora website. Attempts to retrieve CSRF token from Pandora cookies. Args:	STRING
HIGH	music_assistant/providers/internet_archive/provider.py	761	Get streamdetails for a track or audiobook. Delegates to the streaming handler for proper multi-file s	STRING

Fake / Example Data5 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/providers/yandex_music/test_api_client.py	1556	client = YandexMusicClient(token=SecretStr("fake_token"))	CODE
LOW	tests/providers/yandex_music/test_api_client.py	48	client = YandexMusicClient(token=SecretStr("fake_token"))	CODE
LOW	tests/providers/kion_music/test_api_client.py	21	return KionMusicClient("fake_token", base_url=DEFAULT_BASE_URL)	CODE
LOW	tests/providers/kion_music/test_api_client.py	35	mock_cls.assert_called_once_with("fake_token", base_url=DEFAULT_BASE_URL)	CODE
LOW	…nt/providers/snapcast/snapweb/assets/index-BYMjFABP.js	129	`&&(Q.value+=" ");const U=B.boxSizing,ee=Bu(B.paddingBottom)+Bu(B.paddingTop),q=Bu(B.borderBottomWidth)+Bu(B.borderTopWi	CODE

Overly Generic Function Names3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	tests/providers/audible/test_audible.py	41	def helper(mass_mock: AsyncMock, audible_client_mock: AsyncMock) -> AudibleHelper:	CODE
LOW	music_assistant/providers/nicovideo/converters/base.py	29	def helper(self) -> NicovideoConverterHelper:	CODE
LOW	music_assistant/controllers/tasks/controller.py	149	def run_task(self, task_id: str) -> BackgroundTask:	CODE

TODO Padding1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	music_assistant/providers/filesystem_local/__init__.py	2150	track.favorite = False # TODO: implement favorite status based on rating ?	CODE

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