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#!/usr/bin/env python
# -*- coding: utf-8 -*-
# Copyright (c) 2009, 2012, 2013.
# SMHI,
# Folkborgsvägen 1,
# Norrköping,
# Sweden
# Author(s):
# Martin Raspaud <martin.raspaud@smhi.se>
# Adam Dybbroe <adam.dybbroe@smhi.se>
# This file is part of mpop.
# mpop 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, either version 3 of the License, or
# (at your option) any later version.
# mpop 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 mpop. If not, see <http://www.gnu.org/licenses/>.
"""Test module for mpop.projector.
"""
import ConfigParser
import unittest
import numpy as np
from pyresample import geometry, utils, kd_tree, image
from mpop.projector import Projector
class FakeAreaDefinition:
"""Fake AreaDefinition.
"""
def __init__(self, *args):
self.args = args
self.shape = None
self.area_id = random_string(20)
class FakeSwathDefinition:
"""Fake SwathDefinition.
"""
def __init__(self, *args, **kwargs):
self.args = args
self.kwargs = kwargs
self.shape = None
self.area_id = random_string(20)
self.lons = np.ones((5, 5))
self.lats = np.ones((5, 5))
class FakeImageContainer:
"""Fake ImageContainer
"""
def __init__(self, data, *args, **kwargs):
del args, kwargs
self.data = data
def get_array_from_linesample(self, *args):
"""Fake method.
"""
del args
return self.data + 1
def patch_geometry():
"""Patching the geometry module
"""
geometry.OldAreaDefinition = geometry.AreaDefinition
geometry.AreaDefinition = FakeAreaDefinition
geometry.OldSwathDefinition = geometry.SwathDefinition
geometry.SwathDefinition = FakeSwathDefinition
def unpatch_geometry():
"""Unpatching the geometry module.
"""
geometry.AreaDefinition = geometry.OldAreaDefinition
delattr(geometry, "OldAreaDefinition")
geometry.SwathDefinition = geometry.OldSwathDefinition
delattr(geometry, "OldSwathDefinition")
def patch_kd_tree():
"""Patching the kd_tree module.
"""
def fake_get_neighbour_info(*args, **kwargs):
"""Fake function.
"""
del args, kwargs
return (np.random.standard_normal((3, 1)),
np.random.standard_normal((3, 1)),
np.random.standard_normal((3, 1)),
np.random.standard_normal((3, 1)))
def fake_gsfni(typ, area, data, *args, **kwargs):
"""Fake function.
"""
del typ, area, args, kwargs
return data - 1
kd_tree.old_get_neighbour_info = kd_tree.get_neighbour_info
kd_tree.get_neighbour_info = fake_get_neighbour_info
kd_tree.old_gsfni = kd_tree.get_sample_from_neighbour_info
kd_tree.get_sample_from_neighbour_info = fake_gsfni
def unpatch_kd_tree():
"""Unpatching the kd_tree module.
"""
kd_tree.get_neighbour_info = kd_tree.old_get_neighbour_info
delattr(kd_tree, "old_get_neighbour_info")
kd_tree.get_sample_from_neighbour_info = kd_tree.old_gsfni
delattr(kd_tree, "old_gsfni")
def patch_utils():
"""Patching the utils module.
"""
def fake_parse_area_file(filename, area):
"""Fake function.
"""
del filename
if area == "raise" or not isinstance(area, str):
raise utils.AreaNotFound("This area is not to be found")
else:
return [geometry.AreaDefinition(area)]
def fake_gqla(*args):
"""Fake function.
"""
del args
return (np.random.standard_normal((3, 1)),
np.random.standard_normal((3, 1)))
utils.old_parse_area_file = utils.parse_area_file
utils.parse_area_file = fake_parse_area_file
utils.old_generate_quick_linesample_arrays = \
utils.generate_quick_linesample_arrays
utils.generate_quick_linesample_arrays = \
fake_gqla
def unpatch_utils():
"""Unpatching the utils module.
"""
utils.parse_area_file = utils.old_parse_area_file
delattr(utils, "old_parse_area_file")
utils.generate_quick_linesample_arrays = \
utils.old_generate_quick_linesample_arrays
delattr(utils, "old_generate_quick_linesample_arrays")
def patch_image():
"""Patching the pyresample.image module.
"""
image.OldImageContainer = image.ImageContainer
image.ImageContainer = FakeImageContainer
def unpatch_image():
"""Unpatching the pyresample.image module.
"""
image.ImageContainer = image.OldImageContainer
delattr(image, "OldImageContainer")
def patch_configparser():
"""Patch to fake ConfigParser.
"""
class FakeConfigParser:
"""Dummy ConfigParser class.
"""
def __init__(self, *args, **kwargs):
pass
def read(self, *args, **kwargs):
"""Dummy read method
"""
del args, kwargs
self = self
def get(self, *args, **kwargs):
"""Dummy get method
"""
del args, kwargs
self = self
return "abc"
def sections(self):
"""Dummy sections method
"""
raise ConfigParser.NoSectionError("Dummy sections.")
ConfigParser.OldConfigParser = ConfigParser.ConfigParser
ConfigParser.ConfigParser = FakeConfigParser
def unpatch_configparser():
"""Unpatch fake ConfigParser.
"""
ConfigParser.ConfigParser = ConfigParser.OldConfigParser
delattr(ConfigParser, "OldConfigParser")
class TestProjector(unittest.TestCase):
"""Class for testing the Projector class.
"""
proj = None
def setUp(self):
"""Apply patches
"""
patch_geometry()
patch_utils()
patch_kd_tree()
patch_image()
patch_configparser()
def test_init(self):
"""Creation of coverage.
"""
# in case of wrong number of arguments
self.assertRaises(TypeError, Projector)
self.assertRaises(TypeError, Projector, random_string(20))
# in case of string arguments
in_area_id = random_string(20)
out_area_id = random_string(20)
self.proj = Projector(in_area_id, out_area_id)
self.assertTrue(isinstance(self.proj.in_area, geometry.AreaDefinition))
self.assertEquals(self.proj.in_area.args[0], in_area_id)
self.assertEquals(self.proj.out_area.args[0], out_area_id)
# in case of undefined areas
self.assertRaises(utils.AreaNotFound,
Projector,
"raise",
random_string(20))
self.assertRaises(utils.AreaNotFound,
Projector,
random_string(20),
"raise")
# in case of geometry objects as input
in_area = geometry.AreaDefinition()
self.proj = Projector(in_area, out_area_id)
self.assertEquals(self.proj.in_area, in_area)
in_area = geometry.SwathDefinition()
self.proj = Projector(in_area, out_area_id)
self.assertEquals(self.proj.in_area, in_area)
out_area = geometry.AreaDefinition()
self.proj = Projector(in_area_id, out_area)
self.assertEquals(self.proj.out_area, out_area)
# in case of lon/lat is input
self.proj = Projector("raise", out_area_id, ([1, 2, 3], [1, 2, 3]))
self.assertTrue(isinstance(self.proj.in_area, geometry.SwathDefinition))
# in case of wrong mode
self.assertRaises(ValueError,
Projector,
random_string(20),
random_string(20),
mode=random_string(20))
# quick mode cache
self.proj = Projector(in_area_id, out_area_id, mode="quick")
cache = getattr(self.proj, "_cache")
self.assertTrue(cache['row_idx'] is not None)
self.assertTrue(cache['col_idx'] is not None)
# nearest mode cache
self.proj = Projector(in_area_id, out_area_id, mode="nearest")
cache = getattr(self.proj, "_cache")
self.assertTrue(cache['valid_index'] is not None)
self.assertTrue(cache['valid_output_index'] is not None)
self.assertTrue(cache['index_array'] is not None)
def test_project_array(self):
"""Test the project_array function.
"""
in_area_id = random_string(20)
out_area_id = random_string(20)
# test computation skip if equal areas
in_area = geometry.AreaDefinition()
self.proj = Projector(in_area, in_area)
self.assertEquals(self.proj.in_area, self.proj.out_area)
data = np.random.standard_normal((3, 1))
self.assertTrue(np.all(data == self.proj.project_array(data)))
# test quick
self.proj = Projector(in_area_id, out_area_id, mode="quick")
self.assertTrue(np.allclose(data, self.proj.project_array(data) - 1))
# test nearest
self.proj = Projector(in_area_id, out_area_id, mode="nearest")
self.assertTrue(np.allclose(data,
self.proj.project_array(data) + 1))
def tearDown(self):
"""Unpatch things.
"""
unpatch_utils()
unpatch_geometry()
unpatch_kd_tree()
unpatch_image()
unpatch_configparser()
def random_string(length,
choices="abcdefghijklmnopqrstuvwxyz"
"ABCDEFGHIJKLMNOPQRSTUVWXYZ"):
"""Generates a random string with elements from *set* of the specified
*length*.
"""
import random
return "".join([random.choice(choices)
for dummy in range(length)])
if __name__ == '__main__':
unittest.main()
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