#!/usr/bin/env python

"""
Entry point for bin/* scripts
"""
from future import standard_library
import logging
import os
from . import utils
from .base import SerialExperiment
import sys

standard_library.install_aliases()
logger = logging.getLogger(__name__)


try:
    import cloudpickle as pickler
except Exception as e:
    logger.info(
        'Failed to load cloudpickle, try installing cloudpickle via "pip install '
        'cloudpickle" for enhanced pickling support.'
    )
    import pickle as pickler

__authors__ = "James Bergstra"
__license__ = "3-clause BSD License"
__contact__ = "github.com/hyperopt/hyperopt"


def main_search():
    from optparse import OptionParser

    parser = OptionParser(usage="%prog [options] [<bandit> <bandit_algo>]")
    parser.add_option(
        "--load",
        default="",
        dest="load",
        metavar="FILE",
        help="unpickle experiment from here on startup",
    )
    parser.add_option(
        "--save",
        default="experiment.pkl",
        dest="save",
        metavar="FILE",
        help="pickle experiment to here on exit",
    )
    parser.add_option(
        "--steps",
        dest="steps",
        default="100",
        metavar="N",
        help="exit after queuing this many jobs (default: 100)",
    )
    parser.add_option(
        "--workdir",
        dest="workdir",
        default=os.path.expanduser("~/.hyperopt.workdir"),
        help="create workdirs here",
        metavar="DIR",
    )
    parser.add_option(
        "--bandit-argfile",
        dest="bandit_argfile",
        default=None,
        help="path to file containing arguments bandit constructor \
                  file format: pickle of dictionary containing two keys,\
                  {'args' : tuple of positional arguments, \
                   'kwargs' : dictionary of keyword arguments}",
    )
    parser.add_option(
        "--bandit-algo-argfile",
        dest="bandit_algo_argfile",
        default=None,
        help="path to file containing arguments for bandit_algo "
        "constructor.  File format is pickled dictionary containing "
        "two keys: 'args', a tuple of positional arguments, and "
        "'kwargs', a dictionary of keyword arguments. "
        "NOTE: bandit is pre-pended as first element of arg tuple.",
    )

    (options, args) = parser.parse_args()
    try:
        bandit_json, bandit_algo_json = args
    except:
        parser.print_help()
        return -1

    try:
        if not options.load:
            raise OSError()
        handle = open(options.load, "rb")
        self = pickler.load(handle)
        handle.close()
    except OSError:
        bandit = utils.get_obj(bandit_json, argfile=options.bandit_argfile)
        bandit_algo = utils.get_obj(
            bandit_algo_json, argfile=options.bandit_algo_argfile, args=(bandit,)
        )
        self = SerialExperiment(bandit_algo)

    try:
        self.run(int(options.steps))
    finally:
        if options.save:
            pickler.dump(self, open(options.save, "wb"))


def main(cmd, fn_pos=1):
    """
    Entry point for bin/* scripts
    XXX
    """
    logging.basicConfig(stream=sys.stderr, level=logging.INFO)
    try:
        runner = dict(
            search="main_search", dryrun="main_dryrun", plot_history="main_plot_history"
        )[cmd]
    except KeyError:
        logger.error("Command not recognized: %s" % cmd)
        # XXX: Usage message
        sys.exit(1)
    try:
        # TODO: argv1 never used
        argv1 = sys.argv[fn_pos]
    except IndexError:
        logger.error("Module name required (XXX: print Usage)")
        return 1
    fn = utils.load_tokens(sys.argv[fn_pos].split(".") + [runner])
    sys.exit(fn(sys.argv[fn_pos + 1 :]))


if __name__ == "__main__":
    cmd = sys.argv[1]
    sys.exit(main(cmd, 2))
