import os
from omegaconf import OmegaConf
from.config import num_pos
from.general import beautify_results,compare_cfgs,flatten_cfg
from.io import load_checkpoint,load_json,save_checkpoint,save_json,save_yaml,save_yaml_safe
from.logger import AverageMeter,BaseLogger,TBLogger,WaBLogger
from.plot import plot_box,plot_codebooks_similarity,plot_reconstructed
from.random import fix_random
__all__=['save_checkpoint','load_checkpoint','save_yaml','save_yaml_safe','fix_random','AverageMeter','plot_reconstructed','plot_codebooks_similarity','plot_reconstructed','plot_box','load_json','save_json','get_logger','register_resolvers','flatten_cfg','beautify_results','compare_cfgs']
def get_logger(cfg):name=cfg.logger.get('name','base');logger=_get_model_instance(name);logger=logger(cfg);return logger
def _get_model_instance(name):
	try:return{'wandb':get_wandb,'tensorboard':get_tensorboard,'base':get_base}[name]
	except Exception as e:raise f"Unknown logger {name}!"from e
def get_wandb(cfg):return WaBLogger(project=cfg.logger.project,group=cfg.logger.group,dir=cfg.path.full,args_dict=OmegaConf.to_container(cfg,resolve=True),id=cfg.logger.run_id,sweep=cfg.logger.sweep,mode=cfg.logger.get('mode','online'))
def get_tensorboard(cfg):os.makedirs(os.path.join(cfg.path.full,'log'),exist_ok=True);return TBLogger(path=os.path.join(cfg.path.full,'log'))
def get_base(cfg):return BaseLogger()
def register_resolvers():OmegaConf.register_new_resolver('num_pos',num_pos)