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shared_dependencies.md

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Shared Dependencies:

  1. Variables:

    • spotify_credentials: Spotify API credentials used in config.py, spotify_auth.py, and spotify_data_downloader.py.
    • track_data: Data extracted from DJ's library, used in dj_library_data_extractor.py, data_preprocessor.py, track_categorizer.py, and set_curator.py.

  2. Data Schemas:

    • TrackSchema: Schema for track data, used in dj_library_data_extractor.py, data_preprocessor.py, track_categorizer.py, and set_curator.py.
    • SetSchema: Schema for curated sets, used in set_curator.py and set_crafter_app.py.

  3. Function Names:

    • extract_data(): Function in dj_library_data_extractor.py, used in set_crafter_app.py.
    • preprocess_data(): Function in data_preprocessor.py, used in set_crafter_app.py.
    • download_data(): Function in spotify_data_downloader.py, used in set_crafter_app.py.
    • categorize_track(): Function in track_categorizer.py, used in set_crafter_app.py.
    • curate_set(): Function in set_curator.py, used in set_crafter_app.py.
    • build_training_data(): Function in model_training_data_builder.py, used in track_categorizer.py and set_curator.py.

  4. Message Names:

    • AuthenticationSuccess: Message sent from spotify_auth.py to set_crafter_app.py upon successful Spotify authentication.
    • DataDownloaded: Message sent from spotify_data_downloader.py to set_crafter_app.py upon successful data download.
    • DataPreprocessed: Message sent from data_preprocessor.py to set_crafter_app.py upon successful data preprocessing.
    • TrackCategorized: Message sent from track_categorizer.py to set_crafter_app.py upon successful track categorization.
    • SetCurated: Message sent from set_curator.py to set_crafter_app.py upon successful set curation.

  5. DOM Element IDs:

    • spotify-auth-button: Button for Spotify authentication in streamlit_app.py.
    • track-download-button: Button for track downloading in streamlit_app.py.
    • data-preprocess-button: Button for data preprocessing in streamlit_app.py.
    • track-categorize-button: Button for track categorization in streamlit_app.py.
    • set-curate-button: Button for set curation in streamlit_app.py.

  6. Libraries:

    • spotipy: Used in spotify_auth.py and spotify_data_downloader.py.
    • pandas: Used in dj_library_data_extractor.py, data_preprocessor.py, track_categorizer.py, and set_curator.py.
    • scikit-learn: Used in track_categorizer.py and set_curator.py.
    • flask: Used in spotify_auth.py and flask_deployment.py.
    • streamlit: Used in streamlit_app.py and streamlit_deployment.py.