def get_data(zip_filename, file_name):
fh = smart_open(zip_filename)
data = fh.read(file_name)
all_data = {}
for line in data.split('\n'):
line = line.rstrip()
data_in_line = line.split('\t')
# Remove trailing whitespace
#data_in_line = data_in_line[:-1]
if data_in_line == ['']:
continue
obs_number, class_id, attrs = int(data_in_line[0]), data_in_line[1], data_in_line[2:]
attrs = map(lambda x: float(x), attrs)
if class_id in all_data:
all_data[class_id].append(attrs)
else:
all_data[class_id] = [attrs]
return all_data
def get_data(filename, key_list, separator):
with smart_open(filename) as fh:
# Get the key line
col_list = fh.readline().split(separator)
# print col_list
# This is a dictionary with the data key as its keys
data_dict = {}
for line in fh.readlines():
data_points = line.split(separator)
#print data_points
key_values = ()
temp_data_dict = {}
for (key, value) in zip(col_list, data_points):
#print 'Processing', key, value
if key in key_list:
key_values += (value, )
else:
# This is a data field
#print 'Setting ', key, value
temp_data_dict[key] = value
data_dict[key_values] = deepcopy(temp_data_dict)
return data_dict
