def test_display_format_inf(self):
"""Test conversion of inf for display value"""
self.assertEqual(DbAnalysisResult._display_format(np.inf), "Infinity")
self.assertEqual(DbAnalysisResult._display_format(-np.inf),
"-Infinity")
self.assertEqual(DbAnalysisResult._display_format(np.nan), "NaN")
self.assertEqual(DbAnalysisResult._display_format(math.inf),
"Infinity")
self.assertEqual(DbAnalysisResult._display_format(-math.inf),
"-Infinity")
self.assertEqual(DbAnalysisResult._display_format(math.nan), "NaN")
self.assertEqual(
DbAnalysisResult._display_format(
uncertainties.ufloat(math.nan, math.nan).nominal_value),
"NaN",
)
self.assertEqual(
DbAnalysisResult._display_format(
uncertainties.ufloat(math.nan, math.nan).std_dev),
"NaN",
)
self.assertEqual(
DbAnalysisResult._display_format(
uncertainties.ufloat(math.inf, -math.inf).nominal_value),
"Infinity",
)
self.assertEqual(
DbAnalysisResult._display_format(
uncertainties.ufloat(math.inf, -math.inf).std_dev),
"-Infinity",
)
def _format_analysis_result(self,
data,
experiment_id,
experiment_components=None):
"""Format run analysis result to DbAnalysisResult"""
device_components = []
if data.device_components:
device_components = data.device_components
elif experiment_components:
device_components = experiment_components
if isinstance(data, DbAnalysisResultV1):
# Update device components and experiment id
data.device_components = device_components
data._experiment_id = experiment_id
return data
return DbAnalysisResultV1(
name=data.name,
value=data.value,
device_components=device_components,
experiment_id=experiment_id,
chisq=data.chisq,
quality=data.quality,
extra=data.extra,
)
def test_display_format_inf(self):
"""Test conversion of inf for display value"""
self.assertEqual(DbAnalysisResult._display_format(np.inf), "Infinity")
self.assertEqual(DbAnalysisResult._display_format(-np.inf),
"-Infinity")
self.assertEqual(DbAnalysisResult._display_format(np.nan), "NaN")
self.assertEqual(DbAnalysisResult._display_format(math.inf),
"Infinity")
self.assertEqual(DbAnalysisResult._display_format(-math.inf),
"-Infinity")
self.assertEqual(DbAnalysisResult._display_format(math.nan), "NaN")
def test_add_analysis_results(self):
"""Test adding an analysis result."""
exp_data = self._create_experiment_data()
result_data = {"complex": 2 + 3j, "numpy": np.zeros(2)}
aresult = AnalysisResult(name='qiskit_test',
value=result_data,
device_components=self.device_components,
experiment_id=exp_data.experiment_id,
quality=ResultQuality.GOOD,
verified=True,
tags=["foo", "bar"],
service=self.experiment)
exp_data.add_analysis_results(aresult)
exp_data.save()
rresult = AnalysisResult.load(aresult.result_id, self.experiment)
self.assertEqual(exp_data.experiment_id, rresult.experiment_id)
self._verify_analysis_result(aresult, rresult)
def _format_analysis_result(self,
data,
experiment_id,
experiment_components=None):
"""Format run analysis result to DbAnalysisResult"""
device_components = []
if data.device_components:
device_components = data.device_components
elif experiment_components:
device_components = experiment_components
return DbAnalysisResultV1(
name=data.name,
value=data.value,
device_components=device_components,
experiment_id=experiment_id,
chisq=data.chisq,
quality=data.quality,
extra=data.extra,
)
def test_display_format_array(self):
"""Test conversion of db displays"""
value = DbAnalysisResult._display_format(np.arange(5))
self.assertEqual(value, "(ndarray)")
def test_display_format_list(self):
"""Test conversion of db displays"""
value = DbAnalysisResult._display_format(list(range(5)))
self.assertEqual(value, "(list)")
def test_display_format_complex(self):
"""Test conversion of db displays"""
value = DbAnalysisResult._display_format(1e-10j)
self.assertIsInstance(value, str)