def test_unsafe_sample(self) -> None:
interp = DummyInterpolationStrategy()
entries = [
TableWaveformEntry(0, 0, interp),
TableWaveformEntry(2.1, -33.2, interp),
TableWaveformEntry(5.7, 123.4, interp)
]
waveform = TableWaveform('A', entries)
sample_times = numpy.linspace(.5, 5.5, num=11)
expected_interp_arguments = [
((0, 0), (2.1, -33.2), [0.5, 1.0, 1.5, 2.0]),
((2.1, -33.2), (5.7, 123.4), [2.5, 3.0, 3.5, 4.0, 4.5, 5.0, 5.5])
]
expected_result = numpy.copy(sample_times)
result = waveform.unsafe_sample('A', sample_times)
self.assertEqual(expected_interp_arguments, interp.call_arguments)
numpy.testing.assert_equal(expected_result, result)
output_expected = numpy.empty_like(expected_result)
output_received = waveform.unsafe_sample('A',
sample_times,
output_array=output_expected)
self.assertIs(output_expected, output_received)
numpy.testing.assert_equal(expected_result, output_received)
def test_unsafe_get_subset_for_channels(self):
interp = DummyInterpolationStrategy()
entries = [TableWaveformEntry(0, 0, interp),
TableWaveformEntry(2.1, -33.2, interp),
TableWaveformEntry(5.7, 123.4, interp)]
waveform = TableWaveform('A', entries)
self.assertIs(waveform.unsafe_get_subset_for_channels({'A'}), waveform)
def test_simple_properties(self):
interp = DummyInterpolationStrategy()
entries = [TableWaveformEntry(0, 0, interp),
TableWaveformEntry(2.1, -33.2, interp),
TableWaveformEntry(5.7, 123.4, interp)]
chan = 'A'
waveform = TableWaveform(chan, entries)
self.assertEqual(waveform.defined_channels, {chan})
self.assertIs(waveform.unsafe_get_subset_for_channels({'A'}), waveform)
def build_waveform(
self, parameters: Dict[str, numbers.Real],
channel_mapping: Dict[ChannelID, Optional[ChannelID]]
) -> Optional[Union[TableWaveform, MultiChannelWaveform]]:
self.validate_parameter_constraints(parameters, volatile=set())
if all(channel_mapping[channel] is None
for channel in self.defined_channels):
return None
instantiated = [(channel_mapping[channel], instantiated_channel)
for channel, instantiated_channel in
self.get_entries_instantiated(parameters).items()
if channel_mapping[channel] is not None]
if self.duration.evaluate_numeric(**parameters) == 0:
return None
waveforms = [
TableWaveform(*ch_instantiated) for ch_instantiated in instantiated
]
if len(waveforms) == 1:
return waveforms.pop()
else:
return MultiChannelWaveform(waveforms)
def test_duration(self) -> None:
entries = [
TableWaveformEntry(0, 0, HoldInterpolationStrategy()),
TableWaveformEntry(5, 1, HoldInterpolationStrategy())
]
waveform = TableWaveform('A', entries)
self.assertEqual(5, waveform.duration)
def test_from_table(self):
expected = ConstantWaveform(0.1, 0.2, 'A')
for interp in (HoldInterpolationStrategy(), JumpInterpolationStrategy(), LinearInterpolationStrategy()):
wf = TableWaveform.from_table('A',
[TableWaveformEntry(0.0, 0.2, interp),
TableWaveformEntry(0.1, 0.2, interp)])
self.assertEqual(expected, wf)
def test_validate_input_duplicate_removal(self):
validated = TableWaveform._validate_input([TableWaveformEntry(0.0, 0.2, HoldInterpolationStrategy()),
TableWaveformEntry(0.1, 0.2, LinearInterpolationStrategy()),
TableWaveformEntry(0.1, 0.3, JumpInterpolationStrategy()),
TableWaveformEntry(0.1, 0.3, HoldInterpolationStrategy()),
TableWaveformEntry(0.2, 0.3, LinearInterpolationStrategy()),
TableWaveformEntry(0.3, 0.3, JumpInterpolationStrategy())])
self.assertEqual(validated, (TableWaveformEntry(0.0, 0.2, HoldInterpolationStrategy()),
TableWaveformEntry(0.1, 0.2, LinearInterpolationStrategy()),
TableWaveformEntry(0.1, 0.3, HoldInterpolationStrategy()),
TableWaveformEntry(0.3, 0.3, JumpInterpolationStrategy())))
def test_validate_input_errors(self):
with self.assertRaises(ValueError):
TableWaveform._validate_input([TableWaveformEntry(0.0, 0.2, HoldInterpolationStrategy())])
with self.assertRaises(ValueError):
TableWaveform._validate_input([TableWaveformEntry(0.0, 0.2, HoldInterpolationStrategy()),
TableWaveformEntry(0.0, 0.3, HoldInterpolationStrategy())])
with self.assertRaises(ValueError):
TableWaveform._validate_input([TableWaveformEntry(0.1, 0.2, HoldInterpolationStrategy()),
TableWaveformEntry(0.2, 0.2, HoldInterpolationStrategy())])
with self.assertRaisesRegex(ValueError, "not increasing"):
TableWaveform._validate_input([TableWaveformEntry(0.0, 0.2, HoldInterpolationStrategy()),
TableWaveformEntry(0.2, 0.2, HoldInterpolationStrategy()),
TableWaveformEntry(0.1, 0.2, HoldInterpolationStrategy())])
with self.assertRaisesRegex(ValueError, "Negative"):
TableWaveform._validate_input([TableWaveformEntry(0.0, 0.2, HoldInterpolationStrategy()),
TableWaveformEntry(-0.2, 0.2, HoldInterpolationStrategy()),
TableWaveformEntry(0.1, 0.2, HoldInterpolationStrategy())])
def test_validate_input_errors(self):
with self.assertRaises(ValueError):
TableWaveform._validate_input([TableWaveformEntry(0.0, 0.2, HoldInterpolationStrategy())])
with self.assertRaises(ValueError):
TableWaveform._validate_input([TableWaveformEntry(0.0, 0.2, HoldInterpolationStrategy()),
TableWaveformEntry(0.0, 0.3, HoldInterpolationStrategy())])
with self.assertRaises(ValueError):
TableWaveform._validate_input([TableWaveformEntry(0.1, 0.2, HoldInterpolationStrategy()),
TableWaveformEntry(0.2, 0.2, HoldInterpolationStrategy())])
with self.assertRaises(ValueError):
TableWaveform._validate_input([TableWaveformEntry(0.0, 0.2, HoldInterpolationStrategy()),
TableWaveformEntry(0.2, 0.2, HoldInterpolationStrategy()),
TableWaveformEntry(0.1, 0.2, HoldInterpolationStrategy())])
def test_simple_properties(self):
interp = DummyInterpolationStrategy()
entries = [TableWaveformEntry(0, 0, interp),
TableWaveformEntry(2.1, -33.2, interp),
TableWaveformEntry(5.7, 123.4, interp)]
chan = 'A'
waveform = TableWaveform.from_table(chan, entries)
self.assertEqual(waveform.defined_channels, {chan})
self.assertIs(waveform.unsafe_get_subset_for_channels({'A'}), waveform)
assert_constant_consistent(self, waveform)
evaled = eval(repr(waveform))
self.assertEqual(evaled, waveform)
def test_few_entries(self) -> None:
with self.assertRaises(ValueError):
TableWaveform('A', [[]])
with self.assertRaises(ValueError):
TableWaveform(
'A', [TableWaveformEntry(0, 0, HoldInterpolationStrategy())])
def test_duration_no_entries_exception(self) -> None:
with self.assertRaises(ValueError):
waveform = TableWaveform('A', [])
self.assertEqual(0, waveform.duration)
def test_duration_no_entries_exception(self) -> None:
with self.assertRaises(ValueError):
TableWaveform.from_table('A', [])