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python to diff two lists of datetime strings, each with their own format
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from datetime import datetime | |
def diff_datewise(left, right, left_format=None, right_format=None): | |
""" | |
Parameters | |
left : a list of datetime strings or objects | |
right : a list of datetime strings or objects | |
left_format : None if left contains datetimes, or strptime format | |
right_format : None if right contains datetimes, or strptime format | |
Returns | |
A tuple of two sets: | |
[0] : the datetime objects in left but not right | |
[1] : the datetime objects in right but not left | |
""" | |
if left_format: | |
left_set = set([datetime.strptime(l, left_format) for l in left]) | |
else: | |
left_set = set(left) | |
if right_format: | |
right_set = set([datetime.strptime(r, right_format) for r in right]) | |
else: | |
right_set = set(right) | |
return (left_set - right_set, right_set - left_set) | |
# test | |
print('') | |
print('*********** TEST SETUP **********') | |
from time import time | |
l = [] | |
l_just_dates = [] | |
r = [] | |
lf = 'blah%Y...%m...%d...%Hblahblah' | |
rf = 'neenee%Y%m%d%Hneenee' | |
expect_0 = set([datetime(2002, 6, 14, 13), datetime(2010, 11, 9, 3)]) | |
expect_1 = set([datetime(2012, 6, 14, 13), datetime(2001, 11, 10, 22)]) | |
for y in range(2001,2014): | |
for m in range(1,13): | |
# we're just diffing so we don't care about getting all days | |
for d in range(1,28): | |
for h in range(0,24): | |
x = datetime(y, m, d, h) | |
if not x in expect_1: | |
l.append(datetime.strftime(x, lf)) | |
l_just_dates.append(x) | |
if not x in expect_0: | |
r.append(datetime.strftime(x, rf)) | |
print('') | |
print('************ TEST 1 *************') | |
start = time() | |
result = diff_datewise(l, r, left_format=lf, right_format=rf) | |
end = time() | |
print(result) | |
print('left diff correct: {0}'.format(result[0] == expect_0)) | |
print('right diff correct: {0}'.format(result[1] == expect_1)) | |
print('time elapsed: {0}'.format(end-start)) | |
print('') | |
print('************ TEST 2 *************') | |
start = time() | |
result = diff_datewise(l_just_dates, r, left_format=None, right_format=rf) | |
end = time() | |
print(result) | |
print('left diff correct: {0}'.format(result[0] == expect_0)) | |
print('right diff correct: {0}'.format(result[1] == expect_1)) | |
print('time elapsed: {0}'.format(end-start)) | |
print('') | |
print('') |
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