# Path: chi/util.py
# def apply_to_leaves(obj, fun):
# def output_redirect(stdout, stderr):
#       def __init__(self, fun):
#       def logs(self):
#       def write(self, s):
#       def flush_buffer(self):
#       def close(self):
# def basename(name):
# def relpath(name, scope_name):
# def cmd_args(**kwargs):
# def rln(adr, src, dst):
# def store_path(adr, path):
# def expanduser(path: str):
# def is_remote(path):
# def exists(path):
# def rmr(path):
# def mkdirs(path):
# def copydir(src, dst, with_src=True):
# def copy(src, dst):
# def seed(self):
# def remote_install_dependency(address, module):
# def run_daemon(script, kwargs, executable=sys.executable):
# def run_parallel(cmd, filename):
#   def kill():
# def log_top(filename):
# def log_nvidia_smi(filename):
#   def __init__(self, path):
#   def upd(self):
#   def update(self, *args, **kwargs):
#   def __getattr__(self, key):
#   def __setattr__(self, key, value):
#   def get(self, *args, **kwargs):
#   def release(self):
#     class Logger:
# class Config:
# 
# Path: chi/app.py
# class App:
#   def __init__(self, f: callable):
#     self.f = f
#     self.argv = sys.argv
#     sig = inspect.signature(f)
#     self.native_params = sig.parameters
#     self.has_self = list(sig.parameters.keys())[0] == 'self'
#     if self.has_self:
#       # remove "self"
#       self.params = OrderedDict(p for i, p in enumerate(sig.parameters.items()) if i > 0)
#     else:
#       self.params = OrderedDict(sig.parameters)
# 
#   def run(self, *args, **kwargs):
#     # make all args kwargs
#     args = {n: a for n, a in zip(self.native_params, args)}
#     assert not set(args.keys()).intersection(kwargs.keys())  # conflicting args and kwargs
#     kwargs.update(args)
#     with sigterm_exception(), sigint_exception():
#       return self._run(**kwargs)
# 
#   def _run(self, **kwargs):
#     # only use valid args
#     kwargs = {n: v for n, v in kwargs.items() if n in self.native_params}
#     if self.has_self:
#       return self.f(self, **kwargs)
#     else:
#       return self.f(**kwargs)
# 
#   def parse_args_and_run(self, args=None):
#     args = args or sys.argv
#     import argparse
#     parser = argparse.ArgumentParser(description=self.f.__name__)
# 
#     for n, p in self.params.items():
#       d = p.default == Parameter.empty
#       t = str if d else type(p.default)
#       if t is bool:
#         g = parser.add_mutually_exclusive_group(required=False)
#         g.add_argument('--' + n, dest=n, action='store_true')
#         g.add_argument('--no-' + n, dest=n, action='store_false')
#         parser.set_defaults(**{n: Parameter.empty})
#       elif p.kind == Parameter.POSITIONAL_OR_KEYWORD:
#         g = parser.add_mutually_exclusive_group(required=d)
#         g.add_argument(n, nargs='?', type=t, default=Parameter.empty)
#         g.add_argument('--' + n, dest='--' + n, type=t, default=Parameter.empty, help=argparse.SUPPRESS)
#       elif p.kind == Parameter.KEYWORD_ONLY:
#         parser.add_argument('--' + n, type=type(p.default), default=p.default)
# 
#     ag = vars(parser.parse_args())
#     parsed = {}
#     for n, p in self.params.items():
#       a, b, c = ag[n], ag.get('--' + n, Parameter.empty), p.default
#       v = a if a != Parameter.empty else b if b != Parameter.empty else c
#       parsed.update({n: v})
# 
#     result = self.run(**parsed)
# 
#     from chi.logger import logger
#     logger.info('Finishing with ' + str(result))
# 
#     sys.exit(result)
# 
# class SigtermException(BaseException):
#   pass
# 
# Path: chi/logger.py
# def set_loglevel(level: str):
#   def __init__(self, file, terminal):
#   def write(self, message):
#   def flush(self):
# def capture_std(fn, append=False):
#   def write(m):
#   def flush():
# class StdLogger:


import json
import os
import sys
import threading
import time
import chi
    import subprocess
        import fcntl
from datetime import datetime
from chi.util import expanduser, join, rmr, mkdirs, run_daemon, Config
from .app import App, SigtermException
from .logger import logger, capture_std
    from inspect import Parameter
      from .util import copy
    from chi import board
    from chi.board import CHIBOARD_HOME, MAGIC_PORT
      from chi.board import main
    logdir = expanduser(logdir)
    if logdir[-1] == '+':  # automatic naming
      dstr = datetime.now().strftime('%Y%m%d_%H%M_%S')
      logdir = logdir[:-1] + '_'.join([dstr, self.f.__name__])

    kwargs.update(logdir=logdir)

    rmr(logdir)
    mkdirs(logdir)

    return kwargs

  def _run(self, **kwargs):
    # print('_run')
    logger.debug(kwargs)
    rem = kwargs.get("scripts")
    if rem and "@" in rem:
      kwargs.update(remote='None')
      return self.run_remote(rem, kwargs)

    kwargs = self.filter_args(kwargs)

    if kwargs.get("slurm", False):
      kwargs.update(slurm=False)
      return self._submit_slurm(kwargs)

    elif kwargs.get("daemon", False):
      kwargs.update(daemon=False)
      return self._run_daemon(kwargs)
    else:

# Path: chi/util.py
# def apply_to_leaves(obj, fun):
# def output_redirect(stdout, stderr):
#       def __init__(self, fun):
#       def logs(self):
#       def write(self, s):
#       def flush_buffer(self):
#       def close(self):
# def basename(name):
# def relpath(name, scope_name):
# def cmd_args(**kwargs):
# def rln(adr, src, dst):
# def store_path(adr, path):
# def expanduser(path: str):
# def is_remote(path):
# def exists(path):
# def rmr(path):
# def mkdirs(path):
# def copydir(src, dst, with_src=True):
# def copy(src, dst):
# def seed(self):
# def remote_install_dependency(address, module):
# def run_daemon(script, kwargs, executable=sys.executable):
# def run_parallel(cmd, filename):
#   def kill():
# def log_top(filename):
# def log_nvidia_smi(filename):
#   def __init__(self, path):
#   def upd(self):
#   def update(self, *args, **kwargs):
#   def __getattr__(self, key):
#   def __setattr__(self, key, value):
#   def get(self, *args, **kwargs):
#   def release(self):
#     class Logger:
# class Config:
# 
# Path: chi/app.py
# class App:
#   def __init__(self, f: callable):
#     self.f = f
#     self.argv = sys.argv
#     sig = inspect.signature(f)
#     self.native_params = sig.parameters
#     self.has_self = list(sig.parameters.keys())[0] == 'self'
#     if self.has_self:
#       # remove "self"
#       self.params = OrderedDict(p for i, p in enumerate(sig.parameters.items()) if i > 0)
#     else:
#       self.params = OrderedDict(sig.parameters)
# 
#   def run(self, *args, **kwargs):
#     # make all args kwargs
#     args = {n: a for n, a in zip(self.native_params, args)}
#     assert not set(args.keys()).intersection(kwargs.keys())  # conflicting args and kwargs
#     kwargs.update(args)
#     with sigterm_exception(), sigint_exception():
#       return self._run(**kwargs)
# 
#   def _run(self, **kwargs):
#     # only use valid args
#     kwargs = {n: v for n, v in kwargs.items() if n in self.native_params}
#     if self.has_self:
#       return self.f(self, **kwargs)
#     else:
#       return self.f(**kwargs)
# 
#   def parse_args_and_run(self, args=None):
#     args = args or sys.argv
#     import argparse
#     parser = argparse.ArgumentParser(description=self.f.__name__)
# 
#     for n, p in self.params.items():
#       d = p.default == Parameter.empty
#       t = str if d else type(p.default)
#       if t is bool:
#         g = parser.add_mutually_exclusive_group(required=False)
#         g.add_argument('--' + n, dest=n, action='store_true')
#         g.add_argument('--no-' + n, dest=n, action='store_false')
#         parser.set_defaults(**{n: Parameter.empty})
#       elif p.kind == Parameter.POSITIONAL_OR_KEYWORD:
#         g = parser.add_mutually_exclusive_group(required=d)
#         g.add_argument(n, nargs='?', type=t, default=Parameter.empty)
#         g.add_argument('--' + n, dest='--' + n, type=t, default=Parameter.empty, help=argparse.SUPPRESS)
#       elif p.kind == Parameter.KEYWORD_ONLY:
#         parser.add_argument('--' + n, type=type(p.default), default=p.default)
# 
#     ag = vars(parser.parse_args())
#     parsed = {}
#     for n, p in self.params.items():
#       a, b, c = ag[n], ag.get('--' + n, Parameter.empty), p.default
#       v = a if a != Parameter.empty else b if b != Parameter.empty else c
#       parsed.update({n: v})
# 
#     result = self.run(**parsed)
# 
#     from chi.logger import logger
#     logger.info('Finishing with ' + str(result))
# 
#     sys.exit(result)
# 
# class SigtermException(BaseException):
#   pass
# 
# Path: chi/logger.py
# def set_loglevel(level: str):
#   def __init__(self, file, terminal):
#   def write(self, message):
#   def flush(self):
# def capture_std(fn, append=False):
#   def write(m):
#   def flush():
# class StdLogger:


# Path: chi/experiment.py
import json
import os
import sys
import threading
import time
import chi
    import subprocess
        import fcntl
from datetime import datetime
from chi.util import expanduser, join, rmr, mkdirs, run_daemon, Config
from .app import App, SigtermException
from .logger import logger, capture_std
    from inspect import Parameter
      from .util import copy
    from chi import board
    from chi.board import CHIBOARD_HOME, MAGIC_PORT
      from chi.board import main

    logdir = expanduser(logdir)
    if logdir[-1] == '+':  # automatic naming
      dstr = datetime.now().strftime('%Y%m%d_%H%M_%S')
      logdir = logdir[:-1] + '_'.join([dstr, self.f.__name__])

    kwargs.update(logdir=logdir)

    rmr(logdir)
    mkdirs(logdir)

    return kwargs

  def _run(self, **kwargs):
    # print('_run')
    logger.debug(kwargs)
    rem = kwargs.get("scripts")
    if rem and "@" in rem:
      kwargs.update(remote='None')
      return self.run_remote(rem, kwargs)

    kwargs = self.filter_args(kwargs)

    if kwargs.get("slurm", False):
      kwargs.update(slurm=False)
      return self._submit_slurm(kwargs)

    elif kwargs.get("daemon", False):
      kwargs.update(daemon=False)
      return self._run_daemon(kwargs)
    else:

      logger.debug(kwargs)