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How to use readat method in Airtest

Best Python code snippet using Airtest

resample_data.py

Source:resample_data.py

1""""2- This file is used for resampling data monthly.3- Original data will record in each 10 seconds or 1 minute4- MySQL query group by day5- Resampling data will resample the query data to be monthly6- This file will operate monthly at the end of month, eg. 31 January at 11:59PM7- This will insert to table: month_data8"""9import connectToDatabase as connect10import pandas as pd11from datetime import datetime12import logging13TABLE_NAME_DATA_MONTH = "month_data"14MONTH = datetime.today().month - 115YEAR = datetime.today().year16""""17- Replace empty data(string) with NaN18- convert data type to numeric19- Fill missing values by applying interpolate function:20    y2 is missing, y2 = (y3+y1)/221"""22"""" COMMENT23This loop through all MeterId:241 get one meterID and use it to get all data within particular month252 use resampling function to fill NaN values and resample to be in month263 insert data in month format to month_data table that will be used in forecasting27"""28def get_meter_data(meter_id_in, meter_data_in, mydb_connection):29    meter_data_in['ReadAt'] = pd.to_datetime(meter_data_in['ReadAt'])30    meter_data_in.rename(columns={'ReadAt': 'usage_date'}, inplace=True)31    meter_data_in.set_index('usage_date', inplace=True)32    meter_data_in['KWH'] = pd.to_numeric(meter_data_in['KWH'])33    meter_data_in.interpolate(method='linear', inplace=True)34    meter_data_diff = meter_data_in.diff()35    data_in_month = meter_data_diff.resample('M').sum()36    data_in_month['MeterId'] = int(meter_id_in)37    connect.insert_to_database(data_in_month, mydb_connection, TABLE_NAME_DATA_MONTH)38if __name__ == "__main__":39    mydb_sqlalchemy = connect.database_connection_with_sqlalchemy()40    sql_query_get_meter_id = "SELECT MeterId FROM Meter"41    MeterID = connect.read_from_database(sql_query_get_meter_id, mydb_sqlalchemy)42    meter_id_to_array = MeterID.values.reshape(-1, ).tolist()43    for meter_id in meter_id_to_array:44        try:45            sql_query_get_meter_data = "SELECT MAX(KWH) AS KWH, DATE_FORMAT(ReadAt, \"%Y-%m-%d 00:00:00\") AS ReadAt " \46                                       "FROM MeterData WHERE MeterId={0} AND YEAR(ReadAt)={1} AND MONTH(ReadAt)={2} " \47                                       "GROUP BY ReadAt, YEAR(ReadAt), MONTH(ReadAt), DAY(ReadAt)".format(meter_id,48                                                                                                          YEAR, MONTH)49            meter_data = connect.read_from_database(sql_query_get_meter_data, mydb_sqlalchemy)50            get_meter_data(meter_id, meter_data, mydb_sqlalchemy)51        except Exception as err:52            logging.basicConfig(filename="Error_at_resample_data_log.log", filemode='a',53                                format='%(asctime)s - %(levelname)s - %(message)s')...

r.py

Source:r.py

1import sys2@profile3def main():4	inp = map(int, sys.stdin.read().split())5	n = inp[0]6	readAt = 1 + (n * n)7	tests = inp[readAt]8	readAt += 19	for test in xrange(tests):10		q = inp[readAt:readAt + 4]11		readAt += 412		#x1 = q[0]13		#y1 = q[1]14		#x2 = q[2]15		#y2 = q[3]16		d = {}17		count = 018		startIndex = (n * (q[0] - 1)) + (q[1] - 1)19		rowLength = (q[3] - q[1]) + 120		rowCount = (q[2] - q[0]) + 121		offset = n - rowLength22		i = startIndex + 123	24		for row in xrange(rowCount):25			br = i26			er = rowLength + i27			for x in xrange(br, er):28				if not inp[x] in d:29					count += 130					d[inp[x]] = 131					if count == 10:32						break33			if count == 10:34				break35	36			i += offset + rowLength37		print count...

f.py

Source:f.py

1import sys2@profile3def main():4	inp = map(int, sys.stdin.read().split())5	tests = inp[0]6	readAt = 17	for test in xrange(tests):8		nk = inp[readAt:readAt + 2]9		readAt += 210		spots = {}11		for nn in xrange(nk[0]):12			sfp = inp[readAt:readAt + 3]13			readAt += 314			s = sfp[0]15			f = sfp[1]16			p = sfp[2]17			if not p in spots:18				spots[p] = []19			spots[p].append((s, f))20		total = 021		for spot in spots:22			ss = sorted(spots[spot], key=lambda x: x[1])23			finish = 024			for s in ss:25				if finish <= s[0]:26					finish = s[1]27					total += 128		print total...

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