<commit_before>"""
Created on 7/17/16 10:08 AM
@author: <NAME>, <NAME>
"""

from __future__ import division

import multiprocessing as mp
import numpy as np
from warnings import warn

from .guess_methods import GuessMethods
from .model import Model

sho32 = np.dtype([('Amplitude [V]', np.float32), ('Frequency [Hz]', np.float32),
                  ('Quality Factor', np.float32), ('Phase [rad]', np.float32),
                  ('R2 Criterion', np.float32)])


def guess_methods_init(arg, **kwarg):
    func = BESHOmodel._guessMethodsInit(arg[-1], **kwarg)
    print func
    # return gm.(*arg, **kwarg)



class BESHOmodel(Model):
    """
    Analysis of Band excitation spectra with harmonic oscillator responses.
    """

    def __init__(self, h5_main, variables=['Frequency']):
        super(BESHOmodel, self).__init__(h5_main, variables)
        self.step_start_inds = None
        self.is_reshapable = True
        # self.Pool = mp.Pool(6)
        # self.imap = self.Pool.imap
        # self.map = mp.Poolpool = mp.Pool(processors)

    # def _createGuessDatasets(self):
    #     """
    #     Creates the h5 group, guess dataset, corresponding spectroscopic datasets and also
    #     links the guess dataset to the spectroscopic datasets.
    #
    #     Parameters
    #     --------
    #     None
    #
    #     Returns<commit_msg>Generation of Guesses is ready for primetime<commit_after>"""
Created on 7/17/16 10:08 AM
@author: <NAME>, <NAME>
"""

from __future__ import division

import multiprocessing as mp
import numpy as np
from warnings import warn

from .guess_methods import GuessMethods
from .model import Model

sho32 = np.dtype([('Amplitude [V]', np.float32), ('Frequency [Hz]', np.float32),
                  ('Quality Factor', np.float32), ('Phase [rad]', np.float32),
                  ('R2 Criterion', np.float32)])


def guess_methods_init(arg, **kwarg):
    func = BESHOmodel._guessMethodsInit(arg[-1], **kwarg)
    return func(arg[0])
    # return gm.(*arg, **kwarg)



class BESHOmodel(Model):
    """
    Analysis of Band excitation spectra with harmonic oscillator responses.
    """

    def __init__(self, h5_main, variables=['Frequency']):
        super(BESHOmodel, self).__init__(h5_main, variables)
        self.step_start_inds = None
        self.is_reshapable = True
        # self.Pool = mp.Pool(6)
        # self.imap = self.Pool.imap
        # self.map = mp.Poolpool = mp.Pool(processors)

    # def _createGuessDatasets(self):
    #     """
    #     Creates the h5 group, guess dataset, corresponding spectroscopic datasets and also
    #     links the guess dataset to the spectroscopic datasets.
    #
    #     Parameters
    #     --------
    #     None
    #
    #     Returns
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