def test_to_dataframe(self, units=True):
measurement = htf.Measurement('test_multidim')
measurement.with_dimensions('ms', 'assembly', htf.Dimension('my_zone'))
if units:
measurement.with_units('°C')
measure_column_name = 'degree Celsius'
else:
measure_column_name = 'value'
for t in range(5):
for assembly in ['A', 'B', 'C']:
for zone in range(3):
temp = zone + t
dims = (t, assembly, zone)
measurement.measured_value[dims] = temp
measurement.outcome = measurements.Outcome.PASS
df = measurement.to_dataframe()
coordinates = (1, 'A', 2)
query = '(ms == %s) & (assembly == "%s") & (my_zone == %s)' % (
coordinates)
self.assertEqual(measurement.measured_value[coordinates],
df.query(query)[measure_column_name].values[0])
"""Test phase that sets a measurement."""
test.measurements.level_none = 0
time.sleep(1)
test.measurements.level_some = 8
time.sleep(1)
test.measurements.level_all = 9
time.sleep(1)
level_all = test.get_measurement('level_all')
assert level_all.value == 9
@htf.measures(
htf.Measurement('dimensions').with_dimensions(units.HERTZ),
htf.Measurement('lots_of_dims').with_dimensions(
units.HERTZ, units.SECOND,
htf.Dimension(description='my_angle', unit=units.RADIAN)))
def dimensions(test):
for dim in range(5):
test.measurements.dimensions[dim] = 1 << dim
for x, y, z in zip(range(1, 5), range(21, 25), range(101, 105)):
test.measurements.lots_of_dims[x, y, z] = x + y + z
@htf.measures(
htf.Measurement('replaced_min_only').in_range('{min}', 5, type=int),
htf.Measurement('replaced_max_only').in_range(0, '{max}', type=int),
htf.Measurement('replaced_min_max').in_range('{min}', '{max}', type=int),
)
def measures_with_args(test, min, max):
test.measurements.replaced_min_only = 1
test.measurements.replaced_max_only = 1
