Revision 6c35a7a8544dfecfe92ef9b559b90fcb40b364eb authored by Mark van der Wilk on 20 November 2017, 17:43:17 UTC, committed by GitHub on 20 November 2017, 17:43:17 UTC
* Add Features base classes * Convert SGPR and SVGP models to use InducingFeatures (including backwards compatibility) * Fix tests * Added Multiscale feature. To show the generality of the inter-domain code. * Fixed py2 metaclass issue, as per John Bradshaw's suggestion. * Improve docstrings, register Multiscale feature * Change SGPR models to determine feature length dynamically [but feature.__len__() still needs to be made dynamic as well!] * Bits and pieces missed in the merge. * Add features to __init__. * Fixed incorrect parameter dtype assignment on compile. * Two bugfixs. - Static assignment of len(feature) - Upper bound mixin referred to Z. * Fixed bugs in multiscale & added features. * Added tests for `Multiscale` inducing features. * Updated `RELEASE.md`, and small changes for tests. * add test for len(feature) * Deprecation property for `Z`, relative imports, improved test. * `SGPMC` has inducing features now + better docstrings. * Fixed `SGPMC`. * Testing now uses tf1.4. * `feat` now `feature` + other changes. * Update _version.py * change exception
1 parent 0741f86
test_config.py
# Copyright 2017 the GPflow authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.from __future__ import print_function
# pylint: disable=W0212
import os
import tensorflow as tf
import gpflow
from gpflow.test_util import GPflowTestCase
CONFIG_TXT = """
[first_section]
a_bool = false
a_float = 1e-3
a_string = hello
a_type = float64
[second_section]
a_bool = true
another_bool = True
yet_another_bool = False
"""
class TestConfigParsing(GPflowTestCase):
config_filename = None
@classmethod
def setUpClass(cls):
directory = tf.test.get_temp_dir()
cls.config_filename = os.path.join(directory, 'gpflowrc_test.txt')
with open(cls.config_filename, 'w') as fd:
fd.write(CONFIG_TXT)
@classmethod
def tearDownClass(cls):
os.remove(cls.config_filename)
super().tearDownClass()
def setUp(self):
self.conf = gpflow._settings._read_config_file(self.config_filename)
self.settings = gpflow._settings._namedtuplify(self.conf._sections)
def test(self):
self.assertTrue(all([
self.settings.first_section.a_bool is False,
self.settings.first_section.a_float == 1e-3,
self.settings.first_section.a_string == 'hello',
self.settings.first_section.a_type is tf.float64,
self.settings.second_section.a_bool is True,
self.settings.second_section.another_bool is True,
self.settings.second_section.yet_another_bool is False]))
def test_config_not_found(self):
filename = "./config_not_found.txt"
with self.assertRaises(RuntimeError):
gpflow._settings._read_config_file(filename)
def test_parser(self):
with self.assertRaises(ValueError):
gpflow._settings._parse(None)
with self.assertRaises(ValueError):
gpflow._settings._parse(12)
with self.assertRaises(ValueError):
gpflow._settings._parse([])
self.assertEqual(gpflow._settings._parse('false'), False)
self.assertEqual(gpflow._settings._parse('False'), False)
self.assertEqual(gpflow._settings._parse('true'), True)
self.assertEqual(gpflow._settings._parse('True'), True)
self.assertEqual(gpflow._settings._parse('int32'), tf.int32)
self.assertEqual(gpflow._settings._parse('32'), 32)
self.assertEqual(gpflow._settings._parse('32.'), 32.)
self.assertEqual(gpflow._settings._parse('int'), 'int')
self.assertEqual(gpflow._settings._parse('hello'), 'hello')
self.assertEqual(gpflow._settings._parse('1E2'), 1e2)
self.assertEqual(gpflow._settings._parse('1e-9'), 1e-9)
class TestSettingsManager(GPflowTestCase):
def testRaises(self):
with self.assertRaises(AttributeError):
gpflow.settings.undefined_setting_to_raise_error
def testMutability(self):
orig = gpflow.settings.verbosity.hmc_verb
gpflow.settings.verbosity.hmc_verb = False
self.assertEqual(gpflow.settings.verbosity.hmc_verb, False)
gpflow.settings.verbosity.hmc_verb = True
self.assertEqual(gpflow.settings.verbosity.hmc_verb, True)
gpflow.settings.verbosity.hmc_verb = orig
def testContextManager(self):
orig = gpflow.settings.verbosity.hmc_verb
gpflow.settings.verbosity.hmc_verb = True
config = gpflow.settings.get_settings()
config.verbosity.hmc_verb = False
self.assertEqual(gpflow.settings.verbosity.hmc_verb, True)
with gpflow.settings.temp_settings(config):
self.assertEqual(gpflow.settings.verbosity.hmc_verb, False)
self.assertEqual(gpflow.settings.verbosity.hmc_verb, True)
gpflow.settings.verbosity.hmc_verb = orig
if __name__ == '__main__':
tf.test.main()
![swh spinner](/static/img/swh-spinner.gif)
Computing file changes ...