swh:1:snp:62c7372827268787861b973733a16c7a7c4ae05b
Tip revision: 332b50d164b504cdb8f766c171cf147458a0b074 authored by Vincent ADAM on 18 February 2019, 16:24:13 UTC
updating mcmc notebook
updating mcmc notebook
Tip revision: 332b50d
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.
# pylint: disable=W0212
import inspect
import logging
import os
import gpflow
import numpy as np
import tensorflow as tf
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.assertEqual(self.settings.first_section.a_bool, False)
self.assertEqual(self.settings.first_section.a_float, 1e-3)
self.assertEqual(self.settings.first_section.a_bool, False)
self.assertEqual(self.settings.first_section.a_string, 'hello')
self.assertEqual(self.settings.first_section.a_type, np.float64)
self.assertEqual(self.settings.second_section.a_bool, True)
self.assertEqual(self.settings.second_section.another_bool, True)
self.assertEqual(self.settings.second_section.yet_another_bool, 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.tf_compile_verb
gpflow.settings.verbosity.tf_compile_verb = False
self.assertEqual(gpflow.settings.verbosity.tf_compile_verb, False)
gpflow.settings.verbosity.tf_compile_verb = True
self.assertEqual(gpflow.settings.verbosity.tf_compile_verb, True)
gpflow.settings.verbosity.tf_compile_verb = orig
def testContextManager(self):
orig = gpflow.settings.verbosity.tf_compile_verb
gpflow.settings.verbosity.tf_compile_verb = True
config = gpflow.settings.get_settings()
config.verbosity.tf_compile_verb = False
self.assertEqual(gpflow.settings.verbosity.tf_compile_verb, True)
with gpflow.settings.temp_settings(config):
self.assertEqual(gpflow.settings.verbosity.tf_compile_verb, False)
self.assertEqual(gpflow.settings.verbosity.tf_compile_verb, True)
gpflow.settings.verbosity.tf_compile_verb = orig
def test_logging():
def level_name(log):
return logging.getLevelName(log.level)
warning = 'WARNING'
assert gpflow.settings.logging_level == warning
logger = gpflow.settings.logger()
assert level_name(logger) == warning
debug = 'DEBUG'
gpflow.settings.logging.level = debug
logger = gpflow.settings.logger()
assert level_name(logger) == debug
module_name = inspect.getmodule(inspect.currentframe()).__name__
assert logger.name == module_name
if __name__ == '__main__':
tf.test.main()