def moving_average_bin_by_minute():
start_known_flood = "'2017-02-20 00:00:35.630000-05:00'"
end = "'2017-02-23 00:00:35.630000-05:00'"
known = get_data_bin_by_minute( start_known_flood, end)
start_all_reports = "'2017-02-10 00:00:35.630000-05:00'"
end_all_reports = "'2017-02-27 00:00:35.630000-05:00'"
reports = get_data_bin_by_minute( start_all_reports, end_all_reports)
alg = spf.streaming_peak_finder(40, 1.7)
test_harness(alg, known, reports, filename="./graphs/moving_avg_bin_by_minute.png")
def moving_average_bin_by_hour_chennai():
global engine
engine = create_engine("postgresql://*****:*****@localhost:5432/cognicity")
start_known_flood = "'2017-11-01 00:00:35.630000-04:00'"
end = "'2017-11-07 00:00:35.630000-04:00'"
interval = "'1 hour'"
known = get_data_chennai( start_known_flood, end)
start_all_reports = "'2017-11-01 00:00:35.630000-04:00'"
end_all_reports = "'2017-11-9 00:00:35.630000-04:00'"
reports = get_data_chennai( start_all_reports, end_all_reports)
alg = spf.streaming_peak_finder(5,10)
test_harness(alg, known, reports, filename="./graphs/moving_avg_bin_by_hour_nov_chn.gif", animate=True)
def moving_average_bin_by_hour():
global engine
engine = create_engine("postgresql://*****:*****@localhost:5432/petabencana")
start_known_flood = "'2017-02-20 00:00:35.630000-05:00'"
end = "'2017-02-23 00:00:35.630000-05:00'"
interval = "'1 hour'"
known = get_data( start_known_flood, end)
start_all_reports = "'2017-02-10 00:00:35.630000-05:00'"
end_all_reports = "'2017-02-27 00:00:35.630000-05:00'"
reports = get_data( start_all_reports, end_all_reports)
alg = spf.streaming_peak_finder(10, 40)
test_harness(alg, known, reports, filename="./graphs/moving_avg_bin_by_hour_feb_jbd.png", animate=False, show=False)
def moving_average_bin_by_hour_2016():
global engine
engine = create_engine("postgresql://*****:*****@localhost:5432/petabencana")
start_known_flood = "'2016-02-25 00:00:35.630000-05:00'"
end = "'2016-02-27 00:00:35.630000-05:00'"
known = get_data( start_known_flood, end)
start_all_reports = "'2016-02-10 00:00:35.630000-05:00'"
end_all_reports = "'2016-02-28 00:00:35.630000-05:00'"
reports = get_data( start_all_reports, end_all_reports)
stats = stats_between_dates(start_all_reports, start_known_flood)
stdDev = stats[2]
print(stats)
alg = spf.streaming_peak_finder(10, stdDev*2)
test_harness(alg, known, reports, filename="./graphs/moving_avg_bin_by_hour_feb_2016_jbd.png", show=False)