"""Collection of useful methods."""
from csv import reader as csv_reader
import sys
try:
range = xrange
except NameError:
pass
try:
import math
INFPOS = math.inf
INFNEG = -1 * math.inf
except AttributeError:
# python 2
INFPOS = float('inf')
INFNEG = float('-inf')
# DOE References
REF_BLDTYPE = ('fullservicerestaurant', 'hospital', 'largehotel', 'largeoffice',
'medoffice', 'midriseapartment', 'outpatient', 'primaryschool',
'quickservicerestaurant', 'secondaryschool', 'smallhotel',
'smalloffice', 'standaloneretail', 'stripmall', 'supermarket',
'warehouse')
REF_BUILTERA = ('pre80', 'pst80', 'new')
REF_ZONETYPE = ('1A', '2A', '2B', '3A', '3B-CA', '3B', '3C', '4A', '4B', '4C', '5A',
'5B', '6A', '6B', '7', '8')
REF_BLDTYPE_SET = {'fullservicerestaurant', 'hospital', 'largehotel', 'largeoffice',
'medoffice', 'midriseapartment', 'outpatient', 'primaryschool',
'quickservicerestaurant', 'secondaryschool', 'smallhotel',
'smalloffice', 'standaloneretail', 'stripmall', 'supermarket',
'warehouse'}
REF_ZONETYPE_SET = {'1A', '1B', '2A', '2B', '3A', '3B-CA', '3B', '3C', '4A', '4B', '4C',
'5A', '5B', '5C', '6A', '6B', '7', '8'}
REF_BUILTERA_SET = {'pre80', 'pst80', 'new'}
[docs]def is_near_zero(num, eps=1e-10):
return abs(float(num)) < eps
[docs]def read_csv(file_path):
"""Open csv file and read.
Args:
file_path: Text string for file path.
Returns:
List of file lines as str type.
"""
if sys.version_info[0] >= 3:
file_ = open(file_path, "r", errors='ignore')
else:
file_ = open(file_path, "r")
gen_ = csv_reader(file_, delimiter=",")
L = [r for r in gen_]
file_.close()
return L
[docs]def str2fl(x):
"""Recurses through lists and converts lists of string to float
Args:
x: string or list of strings
"""
def helper_to_fl(s_):
"""Deals with odd string imports converts to float"""
if s_ == "":
return "null"
elif "," in s_:
s_ = s_.replace(",", "")
try:
return float(s_)
except (ValueError, TypeError):
return (s_)
fl_lst = []
if isinstance(x[0], str):
# Check if list of strings then conversion
for xi in range(len(x)):
fl_lst.append(helper_to_fl(x[xi]))
elif isinstance(x[0], list):
# Check if list of lists, then recurse
for xi in range(len(x)):
fl_lst.append(str2fl(x[xi]))
else:
return False
return fl_lst
[docs]def float_in_range(value, mi=INFNEG, ma=INFPOS, input_name=''):
"""Check a float value to be between minimum and maximum."""
assert mi <= value <= ma, 'Input number {} must be between {} and {}. ' \
'Got {}'.format(input_name, mi, ma, value)
return value
[docs]def float_in_range_excl(value, mi=INFNEG, ma=INFPOS, input_name=''):
"""Check a float value to be greater than minimum and less than maximum."""
assert mi < value < ma, 'Input number {} must be greater than {} ' \
'and less than {}. Got {}'.format(input_name, mi, ma, value)
return value
[docs]def float_in_range_excl_incl(value, mi=INFNEG, ma=INFPOS, input_name=''):
"""Check a float value to be greater than minimum and less than/equal to maximum."""
assert mi < value <= ma, 'Input number {} must be greater than {} and less than ' \
'or equal to {}. Got {}'.format(input_name, mi, ma, value)
return value
[docs]def float_in_range_incl_excl(value, mi=INFNEG, ma=INFPOS, input_name=''):
"""Check a float value to be greater than/equal to minimum and less than maximum."""
assert mi <= value < ma, 'Input number {} must be greater than or equal to {} ' \
'and less than {}. Got {}'.format(input_name, mi, ma, value)
return value
[docs]def int_in_range(value, mi=INFNEG, ma=INFPOS, input_name=''):
"""Check an integer value to be between minimum and maximum."""
number = int(value)
assert mi <= number <= ma, 'Input integer {} must be between {} and {}. ' \
'Got {}.'.format(input_name, mi, ma, value)
return number
[docs]def float_positive(value, input_name=''):
"""Check a float value to be positive."""
return float_in_range(value, 0, INFPOS, input_name)
[docs]def int_positive(value, input_name=''):
"""Check if an integer value is positive."""
return int_in_range(value, 0, INFPOS, input_name)