Connecting to IBM DB2 database
Deepthi Popuri
?? AI/ML Engineer | AI Engineer | ?? ML Engineer | ?? Machine Learning Engineer | ?? Databricks Certified Generative AI Engineer | Building AI-Powered Solutions
In this article I would like to share the steps to be followed to connect to IBM DB2 database from Jupyter Notebook and read data into a data frame. After few iterations I was able to connect to the database and retrieve the data.
No more of blabbering and let's get to the work!!
Pre-requisites:
Creating an IBM DB2 instance and importing data into it. Created resources can be checked at https://cloud.ibm.com/resources
Creating new Service-Credentials . These credentials will have the details HOSTNAME, UID,PASSWORD with which we can connect to the database
Installing ibm-db package for executing SQL statements against DB2 via jupyter notebooks
pip install ibm-db
Establishing connection to database from Jupyter Notebook:
Import the installed packages and other needed packages
import ibm_db import ibm_db_dbi import pandas as pd
Connecting to the database server by using ibm_db.connect function and passing on the service-credentials created.
conn = ibm_db.connect("DATABASE=BLUDB;HOSTNAME=YourHostName;PORT=YourPortNumber;PROTOCOL=TCPIP;UID=YourUID;PWD=YOURPWD;","", "") pconn = ibm_db_dbi.Connection(conn) #Calling the pconn variable will return something like <ibm_db_dbi.Connection at 0x5398008h340> #confirming a connection has been establised
After establishing the connection, we can now execute SQL commands and read data into the data frame by using pd_read.sql function
df = pd.read_sql('SQL statement to execute',pconn)
We can use df.head() to check the data and then proceed further with our Analysis.
Hope this helps!
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2 年Dear Deepthi Popuri My name is Carlos Mata. I'm trying to connect to db2 database from Python and it's giving below error. What can I be doing wrong? My db2 database is local. Thanks.