# Path: palladium/util.py
# def args_from_config(func):
#     """Decorator that injects parameters from the configuration.
#     """
#     func_args = signature(func).parameters
# 
#     @wraps(func)
#     def wrapper(*args, **kwargs):
#         config = get_config()
#         for i, argname in enumerate(func_args):
#             if len(args) > i or argname in kwargs:
#                 continue
#             elif argname in config:
#                 kwargs[argname] = config[argname]
#         try:
#             getcallargs(func, *args, **kwargs)
#         except TypeError as exc:
#             msg = "{}\n{}".format(exc.args[0], PALLADIUM_CONFIG_ERROR)
#             exc.args = (msg,)
#             raise exc
#         return func(*args, **kwargs)
# 
#     wrapper.__wrapped__ = func
#     return wrapper
# 
# Path: palladium/util.py
# def resolve_dotted_name(dotted_name):
# def apply_kwargs(func, **kwargs):
# def args_from_config(func):
#     def wrapper(*args, **kwargs):
# def timer(log=None, message=None):
# def session_scope(session):
#     def __init__(self, *args, **kwargs):
#     def __setitem__(self, key, item):
#     def __getitem__(self, key):
#     def __delitem__(self, key):
#     def __init__(self, func, rrule, sleep_between_checks=60):
#     def _rrule_from_dict(cls, rrule):
#     def run(self):
# def memory_usage_psutil():
# def version_cmd(argv=sys.argv[1:]):  # pragma: no cover
# def upgrade(model_persister, from_version=None, to_version=None):
# def upgrade_cmd(argv=sys.argv[1:]):  # pragma: no cover
# def export(
#     model_persister,
#     model_persister_export,
#     model_version=None,
#     activate=True,
# ):
# def export_cmd(argv=sys.argv[1:]):  # pragma: no cover
#     def __init__(self, decorator_config_name):
#     def __call__(self, func):
#         def wrapper(*args, **kwargs):
# def get_metadata(error_code=0, error_message=None, status='OK'):
# def Partial(func, **kwargs):
# def _run_job(func, job_id, params):
# def run_job(func, **params):
# class ProcessStore(UserDict):
# class RruleThread(threading.Thread):
# class PluggableDecorator:
# 
# Path: palladium/util.py
# def resolve_dotted_name(dotted_name):
# def apply_kwargs(func, **kwargs):
# def args_from_config(func):
#     def wrapper(*args, **kwargs):
# def timer(log=None, message=None):
# def session_scope(session):
#     def __init__(self, *args, **kwargs):
#     def __setitem__(self, key, item):
#     def __getitem__(self, key):
#     def __delitem__(self, key):
#     def __init__(self, func, rrule, sleep_between_checks=60):
#     def _rrule_from_dict(cls, rrule):
#     def run(self):
# def memory_usage_psutil():
# def version_cmd(argv=sys.argv[1:]):  # pragma: no cover
# def upgrade(model_persister, from_version=None, to_version=None):
# def upgrade_cmd(argv=sys.argv[1:]):  # pragma: no cover
# def export(
#     model_persister,
#     model_persister_export,
#     model_version=None,
#     activate=True,
# ):
# def export_cmd(argv=sys.argv[1:]):  # pragma: no cover
#     def __init__(self, decorator_config_name):
#     def __call__(self, func):
#         def wrapper(*args, **kwargs):
# def get_metadata(error_code=0, error_message=None, status='OK'):
# def Partial(func, **kwargs):
# def _run_job(func, job_id, params):
# def run_job(func, **params):
# class ProcessStore(UserDict):
# class RruleThread(threading.Thread):
# class PluggableDecorator:
# 
# Path: palladium/util.py
# @contextmanager
# def timer(log=None, message=None):
#     if log is not None:
#         log("{}...".format(message))
# 
#     info = {}
#     t0 = time()
#     yield info
# 
#     info['elapsed'] = time() - t0
#     if log is not None:
#         log("{} done in {:.3f} sec.".format(message, info['elapsed']))


from pprint import pprint
from docopt import docopt
from sklearn.metrics import get_scorer
from .util import args_from_config
from .util import initialize_config
from .util import logger
from .util import timer
import sys
"""
    arguments = docopt(test_cmd.__doc__, argv=argv)
    model_version = arguments['--model-version']
    model_version = int(model_version) if model_version is not None else None
    initialize_config(__mode__='fit')
    test(model_version=model_version)


@args_from_config
def list(model_persister):
    print("Models:")
    pprint(model_persister.list_models())
    print("Properties:")
    pprint(model_persister.list_properties())


def list_cmd(argv=sys.argv[1:]):  # pragma: no cover
    """\
List information about available models.

Uses the 'model_persister' from the configuration to display a list of
models and their metadata.

Usage:
  pld-list [options]

Options:
  -h --help                  Show this screen.
"""
    docopt(list_cmd.__doc__, argv=argv)

# Path: palladium/util.py
# def args_from_config(func):
#     """Decorator that injects parameters from the configuration.
#     """
#     func_args = signature(func).parameters
# 
#     @wraps(func)
#     def wrapper(*args, **kwargs):
#         config = get_config()
#         for i, argname in enumerate(func_args):
#             if len(args) > i or argname in kwargs:
#                 continue
#             elif argname in config:
#                 kwargs[argname] = config[argname]
#         try:
#             getcallargs(func, *args, **kwargs)
#         except TypeError as exc:
#             msg = "{}\n{}".format(exc.args[0], PALLADIUM_CONFIG_ERROR)
#             exc.args = (msg,)
#             raise exc
#         return func(*args, **kwargs)
# 
#     wrapper.__wrapped__ = func
#     return wrapper
# 
# Path: palladium/util.py
# def resolve_dotted_name(dotted_name):
# def apply_kwargs(func, **kwargs):
# def args_from_config(func):
#     def wrapper(*args, **kwargs):
# def timer(log=None, message=None):
# def session_scope(session):
#     def __init__(self, *args, **kwargs):
#     def __setitem__(self, key, item):
#     def __getitem__(self, key):
#     def __delitem__(self, key):
#     def __init__(self, func, rrule, sleep_between_checks=60):
#     def _rrule_from_dict(cls, rrule):
#     def run(self):
# def memory_usage_psutil():
# def version_cmd(argv=sys.argv[1:]):  # pragma: no cover
# def upgrade(model_persister, from_version=None, to_version=None):
# def upgrade_cmd(argv=sys.argv[1:]):  # pragma: no cover
# def export(
#     model_persister,
#     model_persister_export,
#     model_version=None,
#     activate=True,
# ):
# def export_cmd(argv=sys.argv[1:]):  # pragma: no cover
#     def __init__(self, decorator_config_name):
#     def __call__(self, func):
#         def wrapper(*args, **kwargs):
# def get_metadata(error_code=0, error_message=None, status='OK'):
# def Partial(func, **kwargs):
# def _run_job(func, job_id, params):
# def run_job(func, **params):
# class ProcessStore(UserDict):
# class RruleThread(threading.Thread):
# class PluggableDecorator:
# 
# Path: palladium/util.py
# def resolve_dotted_name(dotted_name):
# def apply_kwargs(func, **kwargs):
# def args_from_config(func):
#     def wrapper(*args, **kwargs):
# def timer(log=None, message=None):
# def session_scope(session):
#     def __init__(self, *args, **kwargs):
#     def __setitem__(self, key, item):
#     def __getitem__(self, key):
#     def __delitem__(self, key):
#     def __init__(self, func, rrule, sleep_between_checks=60):
#     def _rrule_from_dict(cls, rrule):
#     def run(self):
# def memory_usage_psutil():
# def version_cmd(argv=sys.argv[1:]):  # pragma: no cover
# def upgrade(model_persister, from_version=None, to_version=None):
# def upgrade_cmd(argv=sys.argv[1:]):  # pragma: no cover
# def export(
#     model_persister,
#     model_persister_export,
#     model_version=None,
#     activate=True,
# ):
# def export_cmd(argv=sys.argv[1:]):  # pragma: no cover
#     def __init__(self, decorator_config_name):
#     def __call__(self, func):
#         def wrapper(*args, **kwargs):
# def get_metadata(error_code=0, error_message=None, status='OK'):
# def Partial(func, **kwargs):
# def _run_job(func, job_id, params):
# def run_job(func, **params):
# class ProcessStore(UserDict):
# class RruleThread(threading.Thread):
# class PluggableDecorator:
# 
# Path: palladium/util.py
# @contextmanager
# def timer(log=None, message=None):
#     if log is not None:
#         log("{}...".format(message))
# 
#     info = {}
#     t0 = time()
#     yield info
# 
#     info['elapsed'] = time() - t0
#     if log is not None:
#         log("{} done in {:.3f} sec.".format(message, info['elapsed']))


# Path: palladium/eval.py
from pprint import pprint
from docopt import docopt
from sklearn.metrics import get_scorer
from .util import args_from_config
from .util import initialize_config
from .util import logger
from .util import timer
import sys

"""
    arguments = docopt(test_cmd.__doc__, argv=argv)
    model_version = arguments['--model-version']
    model_version = int(model_version) if model_version is not None else None
    initialize_config(__mode__='fit')
    test(model_version=model_version)


@args_from_config
def list(model_persister):
    print("Models:")
    pprint(model_persister.list_models())
    print("Properties:")
    pprint(model_persister.list_properties())


def list_cmd(argv=sys.argv[1:]):  # pragma: no cover
    """\
List information about available models.

Uses the 'model_persister' from the configuration to display a list of
models and their metadata.

Usage:
  pld-list [options]

Options:
  -h --help                  Show this screen.
"""
    docopt(list_cmd.__doc__, argv=argv)

    initialize_config(__mode__='fit')