#!/usr/bin/env python
# vim: set fileencoding=utf-8 :
# @author: Elie Khoury <Elie.Khoury@idiap.ch>
# @date: Tue  9 Jun 23:10:43 CEST 2015
#
# Copyright (C) 2011-2012 Idiap Research Institute, Martigny, Switzerland
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, version 3 of the License.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program.  If not, see <http://www.gnu.org/licenses/>.


import unittest
import os
import numpy
from .. import utils
from nose.plugins.skip import SkipTest

import pkg_resources

regenerate_refs = False

import bob.bio.base
import bob.bio.spear
import bob.db.verification.utils


def _compare(data, reference, write_function = bob.bio.base.save, read_function = bob.bio.base.load):
  # write reference?
  if regenerate_refs:
    write_function(data, reference)

  # compare reference
  reference = read_function(reference)
  # 1. check rate
  assert numpy.allclose(data[0], reference[0], atol=1e-5)
  # 2. check sample data
  assert numpy.allclose(data[1], reference[1], atol=1e-5)
  # 3. check VAD labels
  assert numpy.allclose(data[2], reference[2], atol=1e-5)


def _wav():
  base_preprocessor = bob.bio.spear.preprocessor.Base()
  return base_preprocessor.read_original_data(pkg_resources.resource_filename('bob.bio.spear.test', 'data/sample.wav'))


def test_energy_2gauss():
  # read input
  wav = _wav()
  preprocessor = bob.bio.base.load_resource('energy-2gauss', 'preprocessor')
  assert isinstance(preprocessor, bob.bio.spear.preprocessor.Energy_2Gauss)

  # test the energy-based VAD preprocessor
  preprocessor = bob.bio.spear.preprocessor.Energy_2Gauss()
  _compare(preprocessor(wav), pkg_resources.resource_filename('bob.bio.spear.test', 'data/vad_energy_2gauss.hdf5'), preprocessor.write_data, preprocessor.read_data)


def test_energy_thr():
  # read input
  wav = _wav()
  preprocessor = bob.bio.base.load_resource('energy-thr', 'preprocessor')
  assert isinstance(preprocessor, bob.bio.spear.preprocessor.Energy_Thr)

  # test the energy-based VAD preprocessor
  preprocessor = bob.bio.spear.preprocessor.Energy_Thr()
  _compare(preprocessor(wav), pkg_resources.resource_filename('bob.bio.spear.test', 'data/vad_energy_thr.hdf5'), preprocessor.write_data, preprocessor.read_data)


def test_mod_4hz():
  # read input
  wav = _wav()
  preprocessor = bob.bio.base.load_resource('mod-4hz', 'preprocessor')
  assert isinstance(preprocessor, bob.bio.spear.preprocessor.Mod_4Hz)

  # test the Mod-4hz based VAD preprocessor
  preprocessor = bob.bio.spear.preprocessor.Mod_4Hz()
  _compare(preprocessor(wav), pkg_resources.resource_filename('bob.bio.spear.test', 'data/vad_mod_4hz.hdf5'), preprocessor.write_data, preprocessor.read_data)
