
    (HJj                        d dl mZ d dlmZmZ d dlmZ d dlmZm	Z	 ddl
mZ dZdZd	Zd
d	 	 	 	 	 ddZd
d	 	 	 ddZddZy
)    )annotations)IterableMapping)Path)AnyOptional   )STTEvalSample)utt_idid	sample_id)
audio_pathpathaudio)reference_texttext
transcriptNbase_dirc               X   t        | t              }t        | t              }t        | t              }t	        |t
              r|j                  d      }|st        dt               |st        dt               |t        dt               t        t        |            }||j                         st        |      |z  }| j                         D ci c]  \  }}|h t        t        t        vr||  }}}t        t        |      |t        |      t        |      |      S c c}}w )zBuild an eval sample from a row with common STT dataset columns.

    Accepted column aliases:
    - ID: `utt_id`, `id`, `sample_id`
    - Audio: `audio_path`, `path`, `audio`
    - Reference: `reference_text`, `text`, `transcript`
    r   z+Standard eval row is missing an ID column: z.Standard eval row is missing an audio column: z1Standard eval row is missing a reference column: )r   r   r   source_pathmetadata)_first_present
ID_COLUMNSAUDIO_COLUMNSREFERENCE_COLUMNS
isinstancer   get
ValueErrorr   stris_absoluteitemsr
   )	rowr   r   audio_valuer   r   keyvaluer   s	            e/Users/ahmed/devFolder/claude-voice/.venv/lib/python3.12/site-packages/mlx_audio/stt/eval/standard.pysample_from_standard_rowr(      sJ    C,F m4K#C):;N+w'!oof-FzlSTT<]OL
 	
 ?@Q?RS
 	
 c+&'JJ$:$:$<(^j0
 ))+	%JC


 

 	U
%  	 6{>*$ 	s   #D&c             #  8   K   | D ]  }t        ||        y w)Nr   )r(   )rowsr   r#   s      r'   iter_standard_eval_samplesr+   D   s     
 &sX>> s   c                (    |D ]  }|| v s| |   c S  y )N )r#   columnscolumns      r'   r   r   M   s"    S=v;      )r#   Mapping[str, Any]r   Optional[str | Path]returnr
   )r*   zIterable[Mapping[str, Any]]r   r2   )r#   r1   r.   ztuple[str, ...])
__future__r   collections.abcr   r   pathlibr   typingr   r   schemar
   r   r   r   r(   r+   r   r-   r0   r'   <module>r9      sl    " -    !*
/<  &*3	3 #3 	3r &*?
%? #?r0   