[PYTHON] Get Amazon RDS (PostgreSQL) data using SQL with pandas

problem

I want to work with data in Pandas, so I use the pandas method read_sql I want to get it from Amazon RDS (PostgreSQL).

solution

Installation

Insert sqlalchemy, padas

pip install -U sqlalchemy pandas

Sample code

import sqlalchemy 
import pandas

## DB Connection configuration
username = "USERNAME"
password = "PASSWORD"
endpoint = "ENDPOINT"  # something like amazonaws.com:5432
dbname   = "DBNAME"

## Connect to Db
con = sqlalchemy.create_engine("postgresql://%s:%s@%s/%s" % (username, password, endpoint, dbname))


## Get Data
data = pandas.read_sql("YOUR_SQL", con)
print(data)

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