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from itertools import groupby, izip | |
from operator import itemgetter | |
DATA = [ | |
{"service_date": "2013-10-28", "odometer": "115379"}, | |
{"service_date": "2013-10-11", "odometer": "115050"}, | |
{"service_date": "2013-09-27", "odometer": "114410"}, | |
{"service_date": "2013-05-15", "odometer": "107936"}, | |
{"service_date": "2013-05-09", "odometer": "107534"}, | |
{"service_date": "2012-10-16", "odometer": "101089"}, | |
{"service_date": "2012-09-17", "odometer": "100316"}, | |
{"service_date": "2012-05-10", "odometer": "96505"}, | |
{"service_date": "2011-03-14", "odometer": "71449"}, | |
{"service_date": "2010-05-06", "odometer": "60300"}, | |
{"service_date": "2009-09-16", "odometer": "52572"}, | |
{"service_date": "2009-03-01", "odometer": "52815"}, | |
{"service_date": "2009-01-27", "odometer": "44982"}, | |
{"service_date": "2008-07-21", "odometer": "37534"}, | |
{"service_date": "2008-03-18", "odometer": "30331"}, | |
{"service_date": "2007-11-27", "odometer": "28836"}, | |
{"service_date": "2007-05-09", "odometer": "18726"}, | |
{"service_date": "2006-07-26", "odometer": "8122"}, | |
] | |
def get_year(service_entry): | |
# return service_entry["service_date"].getYear() | |
return service_entry["service_date"][:4] | |
def get_odometer(service_entry): | |
return int(service_entry["odometer"]) | |
def max_odo(services): | |
return get_odometer(services[-1]) | |
def km_per_year(data): | |
sorted_data = sorted(data, key=operator.itemgetter("service_date")) | |
by_year = list((year, max_odo(list(services))) for year, services in groupby(sorted_data, get_year)) | |
zero = ("0000", 0) | |
zipped = izip([zero] + by_year, by_year) | |
return [(year_hi, max_hi - max_lo) for (year_lo, max_lo), (year_hi, max_hi) in zipped] | |
>>> km_per_year(DATA) | |
[('2006', 8122), ('2007', 20714), ('2008', 8698), ('2009', 15038), ('2010', 7728), ('2011', 11149), ('2012', 29640), ('2013', 14290)] |
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