I am unable to add pandas dataframe in aws postgres through pandas to_sql
I have tried adding one by one record and it works properly but when i try to add dataframe it doesn't shows any error and it is not committed
import pandas as pd
import sqlalchemy
from sqlalchemy import create_engine
from sqlalchemy.orm import sessionmaker
host="####.amazonaws.com"
port=5432
dbname="@@@@"
user="@@@@"
password="&&&&"
engine=create_engine("@@@@://@@@@:&&&&@####.amazonaws.com:5432/@@@@",
echo = True)
pd.read_sql("select * from Cities", engine)
id cityname latitude longitude
0 1 New York City 40.73 -73.93
1 100 abcdef 12.33 14.11
2 100 abcdef -12.33 14.11
tempdf = {'id': 1000, 'cityname': 'Delhi', 'latitude': '120', 'longitude': '110'}
tempdf = pd.DataFrame(list(tempdf.items()))
tempdf.to_sql(name='Cities', con=engine, index=False, if_exists='append')
pd.read_sql("select * from Cities", engine)
id cityname latitude longitude
0 1 New York City 40.73 -73.93
1 100 abcdef 12.33 14.11
2 100 abcdef -12.33 14.11