o
    㥵i
                     @   s   d 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Zddl	m
Z
 ddlmZ eejd fddZd	d
 Zdd Zdd Zdd Zdd ZdS )z
Tests for CLI.
    N)Path)AudioSignal)runassetsc                 C   s^   | j ddd | d }|j ddd tdD ]}ttjdd}||d| d  q|S )	NTexist_okparentsinputd   iT] iD  sample_z.wav)mkdirranger   nprandomrandnwrite)data_dir	input_dirisignal r   D/home/ubuntu/.local/lib/python3.10/site-packages/tests/test_train.pymake_fake_data   s   r   c                     sH   t tjd  dD ]}  |  }|jddd t| q	 fdddD S )Nr   )	ztrain/speechztrain/musicz	train/envz
val/speechz	val/musiczval/envztest/speechz
test/musicztest/envTr   c                    s"   i | ]   fd ddD qS )c                    s&   i | ]}|t   d |  gqS )/)str).0key)r   splitr   r   
<dictcomp>-   s    z2make_fake_data_tree.<locals>.<dictcomp>.<dictcomp>)speechmusicenvr   )r   r   )r   r   r   ,   s    z'make_fake_data_tree.<locals>.<dictcomp>trainvaltest)r   __file__parentr   r   )relative_dirleaf_dirr   r"   r   make_fake_data_tree   s   

r+   c                 C   s   t  }ttjj}t|d d d }dD ]}|| || d< qd|d< d|d< d	g|d
< d|d< t|ttjd d  d S )Nconf	ablationszbaseline.ymlr#   z/build_dataset.folders   	num_iterszval/AudioDataset.n_examplesr   val_idxval_batch_sizer   zconf.yml)r+   r   r'   r(   argbind	load_args	dump_args)moduleinput_datasets	repo_rootr,   r   r   r   r   setup_module5   s   
r8   c                 C   s<   t tjj}tdd| dg tdd| dg d S )Nrmz-rfz/tests/assetsz/tests/runs)r   r'   r(   
subprocesscheck_output)r5   r7   r   r   r   teardown_moduleG   s   r<   c               	   C   N   t j } d| d< ttjj}td| d| d| d}tj	|| d d S )N0CUDA_VISIBLE_DEVICESzpython /scripts/train.py --args.load #/tests/assets/conf.yml --save_path z/tests/runs/baseliner!   
osenvironcopyr   r'   r(   shlexr   r:   r;   r!   r7   argsr   r   r   test_single_gpu_trainN      
rJ   c               	   C   r=   )Nz0,1r?   ztorchrun --nproc_per_node gpu r@   rA   z/tests/runs/baseline_multigpurB   rC   rH   r   r   r   test_multi_gpu_trainX   rK   rL   )__doc__rD   rG   r:   pathlibr   r2   numpyr   
audiotoolsr   dac.__main__r   r'   r(   r   r+   r8   r<   rJ   rL   r   r   r   r   <module>   s    
