def test_freq_stat_1(self):
# case 1
data_month1 = gf.data_extract(self.data, 2014, 1, 2014, 1)
loc_data1 = fs.station_info(data_month1, 2014, 1)
stat_list1 = fs.high_freq_station(loc_data1, 2)
self.assertEqual(set(stat_list1),
set(['Pershing Square N', '8 Ave & W 31 St']))
# case 2
data_month2 = gf.data_extract(self.data, 2015, 1, 2015, 1)
loc_data2 = fs.station_info(data_month2, 2015, 1)
stat_list2 = fs.high_freq_station(loc_data2, 3)
self.assertEqual(
set(stat_list2),
set([
'8 Ave & W 31 St', 'Lafayette St & E 8 St',
'E 43 St & Vanderbilt Ave'
]))
# case 3
data_month3 = gf.data_extract(self.data, 2013, 12, 2013, 12)
loc_data3 = fs.station_info(data_month3, 2013, 12)
stat_list3 = fs.high_freq_station(loc_data3, 5)
self.assertEqual(
set(stat_list3),
set([
'8 Ave & W 31 St', 'Pershing Square N', 'W 21 St & 6 Ave',
'E 17 St & Broadway', '8 Ave & W 33 St'
]))
def test_freq_stat_1(self):
# case 1
data_month1 = gf.data_extract(self.data, 2014, 1, 2014, 1)
loc_data1 = fs.station_info(data_month1, 2014, 1)
stat_list1 = fs.high_freq_station(loc_data1, 2)
self.assertEqual(set(stat_list1), set(['Pershing Square N', '8 Ave & W 31 St']))
# case 2
data_month2 = gf.data_extract(self.data, 2015, 1, 2015, 1)
loc_data2 = fs.station_info(data_month2, 2015, 1)
stat_list2 = fs.high_freq_station(loc_data2, 3)
self.assertEqual(set(stat_list2), set(['8 Ave & W 31 St', 'Lafayette St & E 8 St', 'E 43 St & Vanderbilt Ave']))
# case 3
data_month3 = gf.data_extract(self.data, 2013, 12, 2013, 12)
loc_data3 = fs.station_info(data_month3, 2013, 12)
stat_list3 = fs.high_freq_station(loc_data3, 5)
self.assertEqual(set(stat_list3), set(['8 Ave & W 31 St', 'Pershing Square N', 'W 21 St & 6 Ave', 'E 17 St & Broadway', '8 Ave & W 33 St']))
def station_freq_visualization_main_function(data):
"""
This function is going to use in main program, which will generate map plots for station frequency.
"""
while True:
try:
print '\n*****************************************************************'
print '\nPart 2 Instruction:\n'
print 'Please enter valid year and month from 2013/7 to 2015/10. Year format: 2015, Month format: 7\n'
print 'Enter back: return to main meun.'
print 'Enter quit: exit this program.\n'
print '*****************************************************************\n'
year = raw_input('Please enter a year: ')
if year == 'back':
break
if year == 'quit':
print '\nThanks, bye!'
sys.exit()
month = raw_input('Please enter a month: ')
if month == 'back':
break
if month == 'quit':
print '\nThanks, bye!'
sys.exit()
if not gf.check(year,month):
raise InvalidInputError
else:
month = int(month)
year = int(year)
top_choice = 5 #shouw top 5 stations
data_month = gf.data_extract(data, year, month, year, month)
print '====> Calculating top 5 high frequency station...'
loc_data = fs.station_info(data_month, year, month)
print 'Show top 5 high frequency station:\n'
stat_list = fs.high_freq_station(loc_data, top_choice)
print stat_list
map_plot_obj = sm.MapPlot(loc_data,month,year)
with warnings.catch_warnings():
warnings.simplefilter("ignore")
print '\n====> Generating frequency map...'
map_plot_obj.draw_freq_map()
print '====> Generating high frequency map...'
map_plot_obj.draw_top_k_freq_map(top_choice)
print '====> Generating high heat map...'
map_plot_obj.draw_heat_map()
except InvalidInputError:
print '\nError: The input time is invalid!\n'
return