o
    i                     @   s   d dl Z d dlZd dlZd dlmZ d dlmZmZ d dlZ	d dl
mZ deeeef  deeef dedefd	d
Zde jfddZdddZedkrQe  dS dS )    NPath)IterableUnion)get_commandline_args	input_dir
output_dir	log_levelskip_sum_statsc                 C   s  t j|dd dd | D }t|}dD ]Z}|d | d jdd	d
}dd |D }W d    n1 s6w   Y  |d | d jdd	d
}dd |D }W d    n1 sZw   Y  || jddd |D ]Y}	|| |	 d jdd	d
A}
|D ]6}|| |	 d jdd	d
}| }t|dd d}|D ]}|
| qW d    n1 sw   Y  q}W d    n1 sw   Y  qj|D ]}	|s	d }|D ])}t	|| |	 d }|d u rt
di |}q|D ]}||  || 7  < qqtj|| |	 d fi | t|d |	 d }|d | }| rn|| jjddd || jdd	d
3}
|D ](}|| jdd	d
}|D ]}|
| qCW d    n	1 sWw   Y  q5W d    n	1 siw   Y  qqd S )Nz=%(asctime)s (%(module)s:%(lineno)d) (levelname)s: %(message)s)levelformatc                 S   s   g | ]}t |qS  r   ).0pr   r   T/home/ubuntu/.local/lib/python3.10/site-packages/espnet2/bin/aggregate_stats_dirs.py
<listcomp>   s    z(aggregate_stats_dirs.<locals>.<listcomp>)trainvalidr   
batch_keysrzutf-8)encodingc                 S       g | ]}|  d kr|  qS  stripr   liner   r   r   r           
stats_keysc                 S   r   r   r   r   r   r   r   r      r   T)parentsexist_ok_shapewc                 S   s   |   d S )Nr   )splitxr   r   r   <lambda>-   s    z&aggregate_stats_dirs.<locals>.<lambda>)keyz
_stats.npzcollect_featsz.scpr   )loggingbasicConfigr   openmkdir	readlinessortedwritenploaddictsavezexistsparent)r   r   r	   r
   
input_dirsmodefr   r   r(   foutidirfinlinesr   	sum_statsstatskr   scpr   r   r   aggregate_stats_dirs   s|   
 
rB   returnc                  C   s^   t jdt jd} | jddd dddd	 | jd
dddd | jdddd | jdddd | S )Nz3Aggregate statistics directories into one directory)descriptionformatter_classz--log_levelc                 S   s   |   S N)upperr%   r   r   r   r'   Q   s    zget_parser.<locals>.<lambda>INFO)CRITICALERRORWARNINGrH   DEBUGNOTSETzThe verbose level of logging)typedefaultchoiceshelpz--skip_sum_statsF
store_truez%Skip computing the sum of statistics.)rO   actionrQ   z--input_dirappendzInput directories)rS   rQ   z--output_dirTzOutput directory)requiredrQ   )argparseArgumentParserArgumentDefaultsHelpFormatteradd_argument)parserr   r   r   
get_parserJ   s(   r[   c                 C   s:   t t tjd t }|| }t|}tdi | d S )N)filer   )printr   sysstderrr[   
parse_argsvarsrB   )cmdrZ   argskwargsr   r   r   mainb   s
   
re   __main__rF   )rV   r*   r^   pathlibr   typingr   r   numpyr1   espnet.utils.cli_utilsr   strboolrB   rW   r[   re   __name__r   r   r   r   <module>   s*   

=

