fix:improve_media_clf #46
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ensure correct MediaType if a skill is explicitly requested skip media classification if only 1 MediaType is available restrict valid media classifications to installed skills media types
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🧹 Nitpick comments (1)
ocp_pipeline/opm.py (1)
704-704: Music classification check
The condition properly checks if MediaType.MUSIC is within valid_labels. No concerns here.
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ocp_pipeline/opm.py(4 hunks)
🔇 Additional comments (31)
ocp_pipeline/opm.py (31)
487-487: Initialize valid_labels as an empty list to store skill-specific types
This approach is straightforward, ensuring that the subsequent logic can populate the list cleanly.
490-492: Collect media types from matching skills
This loop correctly populates valid_labels based on any skill aliases found in the utterance, making the classification more precise.
495-495: Classify media with restricted valid_labels
By explicitly passing valid_labels to classify_media, the code respects user-targeted formats (when a skill is mentioned) and avoids irrelevant classifications.
699-699: Added valid_labels parameter to voc_match_media
Introducing valid_labels here allows for skipping irrelevant classifications. This is a valuable enhancement for performance and accuracy.
701-701: Defaulting valid_labels to installed skill types
The fallback logic ensures that unrecognized or omitted valid_labels revert to all installed media types, which is coherent with the rest of the system.
707-709: Movie classification block
Efficient approach to handle multiple possibilities (MOVIE, SHORT_FILM, SILENT_MOVIE, BLACK_WHITE_MOVIE) with a single condition.
711-711: Silent movie check
Good for specialized media types. This remains consistent with the approach used for other custom types.
713-713: Black and white movie check
Maintains clarity by separating out a distinct media label for black-and-white movies.
716-716: Documentary classification
Straightforward check. No issues here.
718-718: Audiobook classification
Properly ensures that the user queries for audio-related books are captured here.
720-720: News classification
No concerns. Good specialized handling for news queries.
722-722: Anime classification
Distinguishes anime content from other video categories. This is a clear, targeted check.
724-724: Cartoon classification
No issues. Straight match for the "CartoonKeyword."
726-726: Podcast classification
Appropriate pattern matching for podcast content.
728-728: TV classification
Works as expected for TV content detection.
730-730: SeriesKeyword for VIDEO_EPISODES
Ensures that general “series” references are mapped to VIDEO_EPISODES when present.
732-732: Radio theatre classification
Correctly prioritizes “radio theatre” before simpler “radio” checks. This preserves nuance in user queries.
735-735: Regular radio classification
Straightforward. Continues the specialized checks.
737-737: Comic book / visual story classification
Good that it uses a distinct label (VISUAL_STORY).
739-739: Game classification
This ensures interactive or playable intent is recognized.
741-741: Audio description classification
Vital for accessibility. No issues identified.
743-743: ASMR classification
Handles a specialized media category appropriately.
745-746: Adult category classification logic
The nested conditions use “or” checks for HENTAI and ADULT_AUDIO, which can be a bit tricky to read. Consider carefully verifying logical correctness in complex user queries to avoid misclassification.
750-750: Adult audio sub-classification
Same caution on the “or” logic. It might lead to partial matches in unexpected scenarios. Verify in real usage.
754-754: Hentai classification
Requires the user’s skill library to contain MediaType.HENTAI. Straight check.
756-756: General video classification
Broad but valid fallback to “VideoKeyword.”
758-758: Audio classification
Covers user queries for purely audio-based requests.
762-762: Additional valid_labels parameter in classify_media
Creates synergy with voc_match_media, offering the same restricted-labelling logic in advanced classification.
765-769: Early exit if only one valid media type is possible
This is a neat optimization to skip classification overhead when only one media type remains.
782-783: Filtering predictions to relevant valid_labels
This is a key step to avoid returning predictions for which no skill is installed. Watch out for the case of an empty dictionary causing a ValueError on max().
795-795: Fallback to voc_match_media
This ensures a graceful fallback strategy if the classifier is disabled, fails, or yields insufficient confidence.
ensure correct MediaType if a skill is explicitly requested
skip media classification if only 1 MediaType is available
restrict valid media classifications to installed skills media types
Summary by CodeRabbit
New Features
Bug Fixes