o
    ?߱i*                     @  s   d dl mZ d dlZd dlmZ d dlZd dlZd dlZd dlm	Z	 d dl
mZ d dlmZmZmZ d dlmZ erJd dlmZmZmZ d d	lmZ ejdddZdddZdddZdS )     )annotationsN)TYPE_CHECKING)
DictConfig)
LazyConfig)distributedlogobject_store)easy_io)CheckpointConfigConfig	JobConfig)ImaginaireModelconfigr   modelr   returnNonec                 C  s   t | jtrddlm} |di | j}n| j}| j}t||}|du r9tj	 }t
|||d td|  ntd|  t| tj|jd}tj|rYt|}nt| }tjd||j|j|j||jd	|jd
	 dS )zInitialize Weights & Biases (wandb) logger.

    Args:
        config (Config): The config object for the Imaginaire codebase.
        model (ImaginaireModel): The PyTorch model.
    r   )r   N)wandb_idzGenerating new wandb ID: z!Resuming with existing wandb ID: zconfig.yamlTallow)	forceidprojectgroupnamer   dirresumemode )
isinstancejobr   &cosmos_predict2._src.imaginaire.configr   
checkpoint_read_wandb_idwandbutilgenerate_id_write_wandb_idr   infor   	save_yamlospathjoin
path_localexistsr	   loadattrsasdictinitr   r   r   
wandb_mode)r   r   r   
config_jobconfig_checkpointr   Zlocal_safe_yaml_fpZconfig_resolvedr   r   Z/data/cameron/vidgen/cosmos-predict2.5/cosmos_predict2/_src/imaginaire/utils/wandb_util.py
init_wandb#   s4   



r5   r2   r   r3   r
   
str | Nonec                 C  sr   d}|j jr#t|j }| j d}|j|dr!|j|dd }|S | j d}t	j
|r7t|  }|S )a  Read the W&B job ID. If it doesn't exist, return None.

    Args:
        config_wandb (JobConfig): The config object for the W&B logger.
        config_checkpoint (CheckpointConfig): The config object for the checkpointer.

    Returns:
        wandb_id (str | None): W&B job ID.
    N/wandb_id.txt)keytextr8   type)load_from_object_storeenabledr   ObjectStorer)   Zobject_existsload_objectstripr+   r(   isfileopenread)r2   r3   r   Zobject_store_loaderwandb_id_pathr   r   r4   r!   O   s   
r!   r   strc                 C  s   | d}|j jrt|j }| j d}|j||dd dS | j d}t|d}|| W d   dS 1 s;w   Y  dS )zWrite the generated W&B job ID.

    Args:
        config_wandb (JobConfig): The config object for the W&B logger.
        config_checkpoint (CheckpointConfig): The config object for the checkpointer.
        wandb_id (str): The W&B job ID.
    
r7   r9   r:   wN)	save_to_object_storer=   r   r>   r)   Zsave_objectr+   rB   write)r2   r3   r   contentZobject_store_saverrD   filer   r   r4   r%   f   s   
"r%   )r   r   r   r   r   r   )r2   r   r3   r
   r   r6   )r2   r   r3   r
   r   rE   r   r   )
__future__r   r(   typingr   r.   r"   
wandb.util	omegaconfr   0cosmos_predict2._src.imaginaire.lazy_config.lazyr   %cosmos_predict2._src.imaginaire.utilsr   r   r   -cosmos_predict2._src.imaginaire.utils.easy_ior	   r   r
   r   r   %cosmos_predict2._src.imaginaire.modelr   
rank0_onlyr5   r!   r%   r   r   r   r4   <module>   s"   
+