o
    o°×iY	  ã                   @   s    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Ze 	e¡dks%J ‚dde
defdd	„Zed
krNeejƒdkrAejd dkndZeejd ed dS dS )é    N)Úic)gffffffæ?ç333333Ã?r   é   FÚhdf5Úforcec                    s\  |   d¡sJ ‚t | d¡}tj | ¡ ¡  d¡r"d|jd< d|jd< |  	dd	¡}|  	dd
¡}|  	dd¡}tj 
|¡s@tj 
|¡rJ|sJtd|› dƒ‚t |d¡}t |d¡}t |d¡}|j ¡ D ]\}	}
t|	|
ƒ |
|j|	< |
|j|	< |
|j|	< qa|D ]§}|| }| |¡}| |¡}| |¡}t| ¡ ƒ}t|ƒ‰ ‡ fdd„td d… D ƒ\}}||| g}ˆ |d  }t tj |¡|¡\}}}tt|ƒt|ƒt|ƒƒ |D ]}td|ƒ |j|| |d qÑt|ƒ|ksêJ ‚|D ]}td|ƒ |j|| |d qìt|ƒ|ksJ ‚|D ]}td|ƒ |j|| |d qt|ƒ|ks#J ‚q|tt || ¡ƒ d S )Nz
TRAIN.hdf5zr+Úvocalseti€>  Úsri@  Úmax_freqÚTRAINÚ	TRAIN_NEWÚVALIDÚTESTzDataset z already exists.Úwc                 3   s    | ]	}t |ˆ  ƒV  qd S )N)Úint)Ú.0Ús©Ún© úS/home/ubuntu/SoloSpeech/.venv/lib/python3.10/site-packages/df/scripts/split_hdf5.pyÚ	<genexpr>+   s   € zmain.<locals>.<genexpr>é   r   Útrain)ÚdestÚvalidÚtest)ÚendswithÚh5pyÚFileÚosÚpathÚbasenameÚlowerÚ
startswithÚattrsÚreplaceÚexistsÚFileExistsErrorÚitemsr   Úcreate_groupÚlistÚkeysÚlenÚsplitsÚnpÚsplitÚrandomÚpermutationÚprintÚcopyÚshutilÚmove)r   r   Úf_trainÚhdf5_train_newÚ
hdf5_validÚ	hdf5_testÚf_validÚf_testÚf_train_newÚattrÚvÚkeyÚ	grp_trainÚgrp_train_newÚ	grp_validÚgrp_testr+   Ú	len_trainÚ	len_validÚsectionsÚlen_testÚ
keys_trainÚ
keys_validÚ	keys_testÚkr   r   r   Úmain   sV   










rL   Ú__main__r   z-f)r   )F)r   r4   Úsysr   Únumpyr.   Úicecreamr   r-   ÚsumÚstrÚboolrL   Ú__name__r,   Úargvr   r   r   r   r   Ú<module>   s   1 þ