o
    si~                     @   s   d dl Z d dlZd dlZd dlZd dlZd dlZd dlZd dlmZ d dl	Z	d dl
mZ d dlmZ d dlmZ d dlmZ g dZdd	 Zd
d ZdddZdd Zdee dee fddZdd ZdS )    N)List)separate)LambdaOverlapAdd)upload_publishable)	BaseModel)z.wavz.flacz.oggc                 C   s<   zt | } W n ty   tdw | dk rtd| S )NzMust be integer
   z%Must be given in samples, not seconds)int
ValueErrorargparseArgumentTypeError)n r   Q/home/ubuntu/.local/lib/python3.10/site-packages/asteroid/scripts/asteroid_cli.pyvalidate_window_length   s   

r   c                  C   s,  t  } | jdtdd | jddtdd | jddtd	d | jd
dtdd | jddtdd | jddddd | jddddd |  }tt|}tj	t
jd}tj|rxtt|d}| D ]\}}|| | |krw|||< qftdi | tj|sd}td|  td dS dS )z)CLI function to upload pretrained models.publish_dirzPath to the publish dir.typehelpz
--uploaderNz+Name of the uploader. Ex: `Manuel Pariente`defaultr   r   z--affiliationz(Affiliation of the uploader. Ex `INRIA` z--git_usernamezUsername in GitHubz--tokenz$Access token for Zenodo (or sandbox)z--force_publishF
store_truez'Whether to  without asking confirmation)r   actionr   z--use_sandboxzWhether to use Zenodo sandbox.zuploader_info.ymlrz
        ```asteroid/uploader_infos.yml
        uploader: Manuel Pariente
        affiliation: Universite Lorraine, CNRS, Inria, LORIA, France
        git_username: mpariente
        token: XXX
        ```
        zYou can create a `uploader_infos.yml` file in `Asteroid` rootto stop passing your name, affiliation etc. to the CLI. Here is an example zUThanks a lot for sharing your model! Don't forget to createa model card in the repo! r   )r
   ArgumentParseradd_argumentstr
parse_argsdictvarsospathjoinasteroidproject_rootexistsyaml	safe_loadopenitemsget_defaultr   print)parserargsargs_as_dict	info_fileuploader_infokvexampler   r   r   upload#   sT   r3   c                 C   s`  t  }|jdtdd |jdddtddd	 |jd
dddd |jddddd |jddtddd |jdtddd |jdtddd |jdddd |jdddtdd  |jd!d"dtd#d  || }|jdu rutj	 rrd$nd%}n|j}t
j|jd&}|jdurt|d|j|j|j|j d'}||}t|j}|D ]}t|||j|j|jd( qdS ))z<CLI function to run pretrained model inference on wav files.url_or_pathzPath to the pretrained model.r   z--filesNTz^Path to the wav files to separate. Also supports list of filenames, directory names and globs.+)r   requiredr   r   nargsz-fz--force-overwriter   z&Whether to overwrite output wav files.)r   r   z-rz
--resamplez2Whether to resample wrong sample rate input files.z-wz--ola-windowzIOverlap-add window to use. If not set (default), overlap-add is not used.)r   r   r   z	--ola-hopzaOverlap-add hop length in samples. Defaults to ola-window // 2. Only used if --ola-window is set.z--ola-window-typehanningzDType of overlap-add window to use. Only used if --ola-window is set.z--ola-no-reorderzDisable automatic reordering of overlap-add chunk. See asteroid.dsp.LambdaOverlapAdd for details. Only used if --ola-window is set.z-oz--output-dirzOutput directory to save files.r   z-dz--devicez]Device to run the model on, eg. 'cuda:0'.Defaults to 'cuda' if CUDA is available, else 'cpu'.cudacpu)pretrained_model_conf_or_path)n_srcwindow_sizehop_sizewindowreorder_chunks)force_overwrite
output_dirresample)r
   r   r   r   r   r   devicetorchr9   is_availabler   from_pretrainedr4   
ola_windowr   ola_hopola_window_typeola_no_reorderto_process_files_as_listfilesr   rA   rB   rC   )argvr+   r,   rD   model	file_listfr   r   r   infer[   s   	





rS   c                  C   sL   dd } t  }|jdtdd |jdtdd | }| |j|jd d	S )
z\CLI to register sample rate to an Asteroid model saved without `sample_rate`,  before 0.4.0.c                 S   s2   dd l }|j| dd}||d d< |||  d S )Nr   r:   )map_location
model_argssample_rate)rE   loadsave)filenamerV   rE   confr   r   r   _register_sample_rate   s   z3register_sample_rate.<locals>._register_sample_raterY   zModel file to edit.r   rV   z"Sampling rate to add to the model.)rY   rV   N)r
   r   r   r   floatr   rY   rV   )r[   r+   r,   r   r   r   register_sample_rate   s   r]   	files_strreturnc                 C   sp   g }| D ]1}t j|r|| qt j|r |t| qt|}|s0t	d| t
 || q|S )zDSupport filename, folder name, and globs. Returns list of filenames.z!Could find any file that matched )r   r    isfileappendisdirextendglob_dirglobwarningswarnUserWarning)r^   	all_filesrR   
local_listr   r   r   rM      s   
rM   c                    s   t tj fddtD  S )zFReturn all filenames in directory that match the supported extensions.c                    s(   g | ]}t j tj d | ddqS )z**/*T)	recursive)re   r   r    r!   ).0extdr   r   
<listcomp>   s    zglob_dir.<locals>.<listcomp>)list	itertoolschainSUPPORTED_EXTENSIONSrn   r   rn   r   rd      s   
rd   )N)r   r
   rE   r%   rr   re   rf   typingr   r"   asteroid.separater   asteroid.dspr   asteroid.models.publisherr   asteroid.models.base_modelsr   rt   r   r3   rS   r]   r   rM   rd   r   r   r   r   <module>   s(    
8[