Created
April 1, 2020 13:07
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populate millions records into mysql database
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from peewee import * | |
import uuid | |
import random | |
import string | |
from datetime import date, timedelta | |
db_name = 'db' | |
table_name = 'table' | |
db = MySQLDatabase(db_name, user='root', password='123456', host='localhost', port=3307) | |
class BaseModel(Model): | |
"""A base model that will use our MySQL database""" | |
class Meta: | |
database = db | |
class VehicleSimUsage(BaseModel): | |
date = DateField() | |
vin = CharField() | |
apn1 = IntegerField() | |
apn2 = IntegerField() | |
voiceCall = IntegerField() | |
duration = IntegerField() | |
class Meta: | |
table_name = table_name | |
primary_key = CompositeKey('date', 'vin') | |
db.connect() | |
def main(): | |
for j in range(20000): | |
data_source = [] | |
vin = ''.join(random.choice(string.ascii_uppercase + string.digits) for _ in range(17)) | |
print("{}: {}".format(j, vin)) | |
for i in range(500): | |
dict = {'date': date.today() - timedelta(days=i), 'vin': vin, 'apn1': random.randint(1, 1000), 'apn2': random.randint(1, 1000), 'voiceCall': random.randint(1, 100), 'duration': random.randint(1, 100)} | |
data_source.append(dict) | |
VehicleSimUsage.insert_many(data_source).execute() | |
main() |
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