def __str__(self):
desc = "Datamat with %i elements and the following data fields:\n" % (
len(self))
desc += "%s | %s | %s | %s\n" % ('Field Name'.rjust(20),
'Length'.center(13),
'Type'.center(10),
'Values'.center(20))
desc += "---------------------+---------------+------------+----------------\n"
tmp_fieldnames = self._fields[:]
tmp_fieldnames.sort()
max_field_val_len = 40
for field in tmp_fieldnames:
value_str = '?'
dat = self.__dict__[field]
if len(self) >= 100000:
value_str = 'N/A'
elif not dat.dtype == np.object:
unique_vals = np.unique(dat)
if len(unique_vals) > 5:
value_str = '%d unique'%(len(unique_vals))
elif len(str(unique_vals)) > max_field_val_len:
per_val_len = (max_field_val_len // len(unique_vals))-1
if isinstance(unique_vals[0], str) or isinstance(unique_vals[0], unicode):
value_str = str(np.array([snip_string_middle(str(el),per_val_len, '..') for el in unique_vals]))
else:
value_str = snip_string_middle(str(unique_vals), max_field_val_len, '..')
else:
value_str = str(unique_vals)
else: #object array
if not isinstance(dat[0], np.ndarray):
value_str = type(dat[0]).__name__
else:
value_str = str(dat[0].dtype)+' arrays'
field_display_name = snip_string_middle(field, 20)
desc += "%s | %s | %s | %s\n" % (field_display_name.rjust(20),
str(len(dat)).center(13),
str(dat.dtype).center(10),
str(value_str).center(20))
desc += "---------------------+---------------+------------+----------------\n"
desc += "%s | %s\n" % ('Parameter Name'.rjust(20), 'Value'.ljust(20))
desc += "---------------------+---------------------------------------------\n"
param_keys = self._parameters.keys()
param_keys.sort()
max_param_val_len = 13 + 3 + 10 + 3 + 20
for param in param_keys:
param_display_name = snip_string_middle(param, 20)
desc += '%s | %s\n' % (param_display_name.rjust(20),
snip_string_middle(str(self.__dict__[param]), max_param_val_len))
return desc
def __str__(self):
desc = "Datamat with %i datapoints and the following data fields:\n" % (
len(self))
desc += "%s | %s | %s | %s \n" % ('Field Name'.rjust(
20), 'Length'.center(13), 'Type'.center(10), 'Values'.center(20))
desc += "---------------------+---------------+------------+----------------\n"
tmp_fieldnames = self._fields[:]
tmp_fieldnames.sort()
max_field_val_len = 40
for field in tmp_fieldnames:
if not self.__dict__[field].dtype == np.object and len(
self) < 100000:
num_uniques = np.unique(self.__dict__[field])
if len(num_uniques) > 5:
num_uniques = '%d unique' % (len(num_uniques))
elif len(str(num_uniques)) > max_field_val_len:
per_val_len = (max_field_val_len // len(num_uniques)) - 1
if isinstance(num_uniques[0], str) or isinstance(
num_uniques[0], unicode):
num_uniques = np.array([
snip_string_middle(str(el), per_val_len, '..')
for el in num_uniques
])
else:
num_uniques = 'N/A'
field_display_name = snip_string_middle(field, 20)
desc += "%s | %s | %s | %s \n" % (
field_display_name.rjust(20), str(len(
self.__dict__[field])).center(13),
str(self.__dict__[field].dtype).center(10),
str(num_uniques).center(20))
desc += "---------------------+---------------+------------+----------------\n"
desc += "%s | %s\n" % ('Parameter Name'.rjust(20), 'Value'.ljust(20))
desc += "---------------------+---------------------------------------------\n"
param_keys = self._parameters.keys()
param_keys.sort()
max_param_val_len = 13 + 3 + 10 + 3 + 20
for param in param_keys:
param_display_name = snip_string_middle(param, 20)
desc += '%s | %s \n' % (param_display_name.rjust(20),
snip_string_middle(
str(self.__dict__[param]),
max_param_val_len))
return desc
def __str__(self):
desc = "Datamat with %i datapoints and the following data fields:\n" % (
len(self))
desc += "%s | %s | %s | %s \n" % ('Field Name'.rjust(20),
'Length'.center(13),
'Type'.center(10),
'Values'.center(20))
desc += "---------------------+---------------+------------+----------------\n"
tmp_fieldnames = self._fields[:]
tmp_fieldnames.sort()
max_field_val_len = 40
for field in tmp_fieldnames:
if not self.__dict__[field].dtype == np.object and len(self) < 100000:
num_uniques = np.unique(self.__dict__[field])
if len(num_uniques) > 5:
num_uniques = '%d unique'%(len(num_uniques))
elif len(str(num_uniques)) > max_field_val_len:
per_val_len = (max_field_val_len // len(num_uniques))-1
if isinstance(num_uniques[0], str) or isinstance(num_uniques[0], unicode):
num_uniques = np.array([snip_string_middle(str(el),per_val_len, '..') for el in num_uniques])
else:
num_uniques = 'N/A'
field_display_name = snip_string_middle(field, 20)
desc += "%s | %s | %s | %s \n" % (field_display_name.rjust(20),
str(len(self.__dict__[field])).center(13),
str(self.__dict__[field].dtype).center(10),
str(num_uniques).center(20))
desc += "---------------------+---------------+------------+----------------\n"
desc += "%s | %s\n" % ('Parameter Name'.rjust(20), 'Value'.ljust(20))
desc += "---------------------+---------------------------------------------\n"
param_keys = self._parameters.keys()
param_keys.sort()
max_param_val_len = 13 + 3 + 10 + 3 + 20
for param in param_keys:
param_display_name = snip_string_middle(param, 20)
desc += '%s | %s \n' % (param_display_name.rjust(20),
snip_string_middle(str(self.__dict__[param]), max_param_val_len))
return desc
