def get_dictionary(self, obj):
if len(obj) > 1:
d = OrderedDict()
for idx, r in enumerate(obj):
d[str(idx)] = r
return d
return defaultResolver.get_dictionary(obj)
def get_dictionary(self, obj):
ret = dict()
ret['__internals__'] = defaultResolver.get_dictionary(obj)
if obj.size > 1024 * 1024:
ret['min'] = 'ndarray too big, calculating min would slow down debugging'
ret['max'] = 'ndarray too big, calculating max would slow down debugging'
elif obj.size == 0:
ret['min'] = 'array is empty'
ret['max'] = 'array is empty'
else:
if self.is_numeric(obj):
ret['min'] = obj.min()
ret['max'] = obj.max()
else:
ret['min'] = 'not a numeric object'
ret['max'] = 'not a numeric object'
ret['shape'] = obj.shape
ret['dtype'] = obj.dtype
ret['size'] = obj.size
try:
ret['[0:%s] ' % (len(obj))] = list(obj[0:MAX_ITEMS_TO_HANDLE])
except:
# This may not work depending on the array shape.
pass
return ret
def resolve(self, obj, attribute):
if attribute == '__internals__':
return defaultResolver.get_dictionary(obj)
if attribute == 'min':
if self.is_numeric(obj) and obj.size > 0:
return obj.min()
else:
return None
if attribute == 'max':
if self.is_numeric(obj) and obj.size > 0:
return obj.max()
else:
return None
if attribute == 'shape':
return obj.shape
if attribute == 'dtype':
return obj.dtype
if attribute == 'size':
return obj.size
if attribute.startswith('['):
container = NdArrayItemsContainer()
i = 0
format_str = '%0' + str(int(len(str(len(obj))))) + 'd'
for item in obj:
setattr(container, format_str % i, item)
i += 1
if i > MAX_ITEMS_TO_HANDLE:
setattr(container, TOO_LARGE_ATTR, TOO_LARGE_MSG)
break
return container
return None
def resolve(self, obj, attribute):
if attribute == '__internals__':
return defaultResolver.get_dictionary(obj)
if attribute == 'min':
if self.is_numeric(obj):
return obj.min()
else:
return None
if attribute == 'max':
if self.is_numeric(obj):
return obj.max()
else:
return None
if attribute == 'shape':
return obj.shape
if attribute == 'dtype':
return obj.dtype
if attribute == 'size':
return obj.size
if attribute.startswith('['):
container = NdArrayItemsContainer()
i = 0
format_str = '%0' + str(int(len(str(len(obj))))) + 'd'
for item in obj:
setattr(container, format_str % i, item)
i += 1
if i > MAX_ITEMS_TO_HANDLE:
setattr(container, TOO_LARGE_ATTR, TOO_LARGE_MSG)
break
return container
return None
def get_dictionary(self, obj):
ret = dict()
ret['__internals__'] = defaultResolver.get_dictionary(obj)
if obj.size > 1024 * 1024:
ret['min'] = 'ndarray too big, calculating min would slow down debugging'
ret['max'] = 'ndarray too big, calculating max would slow down debugging'
else:
if self.is_numeric(obj):
ret['min'] = obj.min()
ret['max'] = obj.max()
else:
ret['min'] = 'not a numeric object'
ret['max'] = 'not a numeric object'
ret['shape'] = obj.shape
ret['dtype'] = obj.dtype
ret['size'] = obj.size
ret['[0:%s] ' % (len(obj))] = list(obj[0:MAX_ITEMS_TO_HANDLE])
return ret
def get_dictionary(self, obj):
ret = dict()
ret['__internals__'] = defaultResolver.get_dictionary(obj)
if obj.size > 1024 * 1024:
ret['min'] = 'ndarray too big, calculating min would slow down debugging'
ret['max'] = 'ndarray too big, calculating max would slow down debugging'
else:
if self.is_numeric(obj):
ret['min'] = obj.min()
ret['max'] = obj.max()
else:
ret['min'] = 'not a numeric object'
ret['max'] = 'not a numeric object'
ret['shape'] = obj.shape
ret['dtype'] = obj.dtype
ret['size'] = obj.size
ret['[0:%s] ' % (len(obj))] = list(obj[0:MAX_ITEMS_TO_HANDLE])
return ret
