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batch.py
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from ksql import KSQLAPI
from datetime import datetime
import csv
from random import randrange
class MyClass:
def __init__(self, ksql_url):
self.api_client = KSQLAPI(ksql_url)
def insert(self, stream_name, rows):
browsers = ['chr', 'fox', 'mie', 'opr', 'saf']
values = []
unique_id = 10000000
while True:
for row in rows:
# Add the current time as the eventTimestamp attribute
row["ID"] = unique_id
row["eventTimestamp"] = f"'{datetime.now().strftime('%Y-%m-%d %H:%M:%S.%f')[:-3]}'"
# Add the values of each row to the list
values.append(f"({', '.join(str(value) for value in row.values())})")
unique_id-=1
# Construct the SQL query with all the values
query = f"INSERT INTO {stream_name} ({', '.join(rows[0].keys())}) VALUES {', '.join(values)};"
print(query)
# Execute the SQL query
try:
self.api_client.ksql(query)
except Exception as e:
pass
return None
# unique_id = 1000000
# with open('/home/nuvidu/fyp/ksqlDB/add_data_ksqldb/log20170630.csv', 'r') as file:
# reader = csv.reader(file)
# next(reader)
# for row in reader:
# values = [unique_id, "'" + str(row[0]) + "'", "'" + row[1] + "'", "'" + row[2] + "'", "'" +browsers[randrange(4)] + "'" , "'" + datetime.now().strftime('%Y-%m-%d %H:%M:%S.%f')[:-3] + "'"]
# print(values)
# # row["eventtimestamp"] = f"'{datetime.now().strftime('%Y-%m-%d %H:%M:%S.%f')[:-3]}'"
# # Construct the SQL query
# values = f"({', '.join(str(value) for value in values)})"
# query = f"INSERT INTO {stream_name} (id, ip, date, time, browser, eventTimestamp) VALUES {values};"
# unique_id-=1
# print(query)
# # Execute the SQL query
# try:
# c = self.api_client.ksql(query)
# except Exception as e:
# pass
return None
#for table
rows = [
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
{"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"}
]
#for stream networkTraffic
# rows = [
# {"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"},
# {"IP": "\'108.23.85.jfd\'", "DATE": "\'2017-06-30\'", "TIME": "\'00:00:00\'", "BROWSER": "\'chr\'"}
# ]
my_object = MyClass(ksql_url='http://20.125.141.28:8088')
response = my_object.insert(stream_name='network', rows=rows)