def setup_method(self, method):
self.test_dict = {
'one': {
'A': np.array([10.])
},
'two': {
'centre':
np.array([0., 1.]),
'sigma':
np.array([
-3., 0., 3., 1., 1.5, 2., 3.0, 3.05, 3.1, 3.15, 4., 4., 5.,
17., 30.
])
}
}
self.test_database = {
'one': {
'A': None
},
'two': {
'centre': None,
'sigma': None
}
}
self.test_database['one']['A'] = np.histogram(
self.test_dict['one']['A'], 10)
self.test_database['two']['centre'] = np.histogram(
self.test_dict['two']['centre'], 10)
self.test_database['two']['sigma'] = histogram(
self.test_dict['two']['sigma'], 'blocks')
self.s = HistogramSegmenter()
def update(self, value_dict):
"""Recalculates the database, given value dictionary (with all values!)
Parameters
----------
value_dict : dict
dictionary of all already calculated values in the form of
{component_name: {parameter_name: values, ...}, ...}
"""
# recalculate with values. All values are passed, not just new
self.database = {}
for component_name, component in value_dict.items():
comp_dict = {}
for par_name, par in component.items():
if par.size <= self._min_points:
comp_dict[par_name] = np.histogram(
par, max(10, self._min_points))
else:
comp_dict[par_name] = histogram(par, bins=self.bins)
self.database[component_name] = comp_dict
def setUp(self):
self.test_dict = {'one': {'A': np.array([10.])},
'two': {'centre': np.array([0., 1.]),
'sigma': np.array([-3., 0., 3., 1., 1.5, 2.,
3.0, 3.05, 3.1, 3.15, 4.,
4., 5., 17., 30.])}
}
self.test_database = {'one': {'A': None},
'two': {'centre': None, 'sigma': None}}
self.test_database['one']['A'] = np.histogram(
self.test_dict['one']['A'],
10)
self.test_database['two']['centre'] = np.histogram(
self.test_dict['two']['centre'],
10)
self.test_database['two']['sigma'] = histogram(
self.test_dict['two']['sigma'],
'blocks')
self.s = HistogramSegmenter()
def update(self, value_dict):
"""Recalculates the database, given value dictionary (with all values!)
Parameters
----------
value_dict : dict
dictionary of all already calculated values in the form of
{component_name: {parameter_name: values, ...}, ...}
"""
# recalculate with values. All values are passed, not just new
self.database = {}
for component_name, component in value_dict.items():
comp_dict = {}
for par_name, par in component.items():
if par.size <= self._min_points:
comp_dict[par_name] = np.histogram(par,
max(10,
self._min_points))
else:
comp_dict[par_name] = histogram(par, bins=self.bins)
self.database[component_name] = comp_dict
