<filename>moai/__main__.py<gh_stars>1-10
try:
    from moai.action.train import train
    from moai.action.evaluate import evaluate
    from moai.action.play import play
    from moai.action.diff import diff
    from moai.action.plot import plot
    from moai.action.reprod import reprod
    from moai.action.fit import fit
except:
    from action.train import train
    from action.evaluate import evaluate
    from action.play import play
    from action.diff import diff
    from action.plot import plot
    from action.reprod import reprod
    from action.fit import fit

import omegaconf.omegaconf
import hydra
import logging
import sys
import os

from rich.traceback import install
install(width=120, extra_lines=5, theme=None,
    word_wrap=True, show_locals=False, indent_guides=True,    
)

ERROR_FORMAT = "%(levelname)s at %(asctime)s in %(funcName)s in %(filename) at line %(lineno)d: %(message)s"
DEBUG_FORMAT = "%(lineno)d in %(filename)s at %(asctime)s: %(message)s"
# FORMAT = "[%(asctime)s][%(filename)s][%(levelname)s] - %(message)s"
FORMAT = "[%(levelname)s] - %(message)s"

logging.basicConfig(level=logging.INFO, format=FORMAT)
log = logging.getLogger('moai')

def debug(cfg):
    log.info(cfg)

__MODES__ = {
    'train': train,
    'evaluate': evaluate,
    'play': play,
    'diff': diff,
    'plot': plot,
    'debug': debug,
    'reprod': reprod,
    'fit': fit,
}

__MIN_ARGS_COUNT__ = {
    'train': 2,
    'evaluate': 2,
    'play': 2,
    'diff': 1,
    'plot': 1,
    'debug': 2,
    'reprod': 2,
    'fit': 2,
}

def run(cfg: omegaconf.DictConfig):
    reprod_key = "reprod"
    if not reprod_key in cfg:
        __MODES__[cfg.mode](cfg)
    else:
        __MODES__[cfg.reprod](cfg)

def moai():    
    # os.environ['HYDRA_FULL_ERROR'] = '1'
    mode = sys.argv.pop(1)
    if mode not in __MODES__:
        log.error(f"Wrong moai execution mode ({mode}), supported modes are: {list(__MODES__.keys())}.")
        sys.exit(-1)
    min_args = __MIN_ARGS_COUNT__[mode]
    if len(sys.argv) < min_args:
        log.error(f"Insufficient arguments provided for moai. Calling should specify the mode and config file: \'moai MODE CONFIG\'.")    
    config = sys.argv.pop(1) if min_args > 1 else f"tools/{mode}.yaml" 
    other_args = []
    if min_args > 1 or mode == 'plot':
        output_dir = "hydra.run.dir=actions/" + mode + "/${now:%Y-%m-%d}/${now:%H-%M-%S}-${experiment.name}"
        other_args.append(output_dir)
    else:
        other_args.append("+hydra.hydra_logging.root.handles=[]")
        other_args.append("hydra.hydra_logging.disable_existing_loggers=true")
        other_args.append("hydra.output_subdir=null")
    for oarg in other_args:
        sys.argv.append(oarg)
    if mode != 'reprod':
        sys.argv.append(f"+mode={mode}")
    else:
        sys.argv.append(f"+reprod={mode}")
    main = hydra.main(config_path="conf", config_name=config)(run)
    main()

if __name__ == "__main__":
    moai()