name: 'audio_embedding_clmr'
operators:
    -
        name: '_start_op'
        function: '_start_op'
        init_args:
        inputs:
            -
                df: '_start_df'
                name: 'filepath'
                col: 0
        outputs:
            -
                df: 'audio'
        iter_info:
            type: map
    -
        name: 'embedding_model'
        function: 'towhee/clmr-magnatagatune'
        init_args:
        inputs:
            -
                df: 'audio'
                name: 'filepath'
                col: 0
        outputs:
            -
                df: 'emb'
        iter_info:
            type: map
    -
        name: '_end_op'
        function: '_end_op'
        init_args:
        inputs:
            -
                df: 'emb'
                name: 'embs'
                col: 0
        outputs:
            -
                df: '_end_df'
        iter_info:
            type: map
dataframes:
    -
        name: '_start_df'
        columns:
            -
                name: 'filepath'
                vtype: 'str'
    -
        name: 'audio'
        columns:
            -
                name: 'filepath'
                vtype: 'str'
    -
        name: 'emb'
        columns:
            -
                name: 'embs'
                vtype: 'numpy.ndarray'
    -
        name: '_end_df'
        columns:
            -
                name: 'embs'
                vtype: 'numpy.ndarray'