def testTimeShifting(self):
time_points = 10
channels = 1
import pySPACE.tests.utils.data.test_data_generation as tdg
counter = tdg.Counter()
test_data = test_ts_generator.generate_test_data(channels=channels,
time_points=time_points,
function=counter)
filter_node = filtering.FIRFilterNode([10,20],time_shift="middle",taps=3)
filter_node.initialize_data_dependencies(test_data)
filter_node.filter_kernel = numpy.array([1,1,1])/3.
filtered_data = filter_node.execute(test_data)
# the result should be
#[[ 0.33333333]
# [ 1. ]
# [ 2. ]
# [ 3. ]
# [ 4. ]
# [ 5. ]
# [ 6. ]
# [ 8. ]
# [ 7. ]
# [ 5.66666667]]
desired_result=numpy.array([1.0/3,1,2,3,4,5,6,7,8,17./3])
desired_result.shape=(10,1)
#print filtered_data
#print desired_result
self.assertTrue(numpy.allclose(filtered_data,desired_result))
def setUp(self):
self.time_points = 1000
self.freq = 1000.
self.channels = 1
counter = test_data_generation.Counter()
self.time_series = \
time_series_generator.generate_test_data(self.channels,
self.time_points,
counter,
self.freq,
channel_order=True)
def setUp(self):
self.time_points = 5000
self.freq = 5000.
self.channels = 1
counter = test_data_generation.Counter()
self.time_series = time_series_generator.generate_test_data(self.channels,self.time_points,function=counter,sampling_frequency=self.freq,channel_order=True)
self.target_frequency = 25
self.downsampling_factor = self.freq / self.target_frequency
self.node = subsampling.DownsamplingNode(self.target_frequency)
def setUp(self):
self.node = ReorderMemoryNode()
time_points = 10
channels = 2
import pySPACE.tests.utils.data.test_data_generation as test_helpers
counter = test_helpers.Counter()
self.data = test_ts_generator.generate_test_data(channels,
time_points,
counter,
channel_order=True)
def setUp(self):
self.time_points = 5000
self.source_frequency = 5000.
self.channels = 64
counter = test_data_generation.Counter()
self.time_series = \
time_series_generator.generate_test_data(channels=self.channels,
time_points=self.time_points,
function=counter,
sampling_frequency=self.source_frequency,
channel_order=True)
self.target_frequency = 25.0