This Python script reads configuration values from a config.ini file and uses those values to load data from an S3 bucket into a Redshift table. The script uses the following libraries:
configparserfor reading the configuration fileboto3for interacting with AWS servicespsycopg2for connecting to and interacting with a Redshift databaseloggingfor logging status messages to a file
The script reads the following values from the config.ini file:
- AWS access key ID and secret access key for authentication
- Redshift database endpoint, username, password, port, and database name
- S3 bucket name and file path for the input data file
- AWS Glue catalog database name and table name for the input data schema
The script performs the following steps:
- Reads configuration values from
config.ini - Creates a connection to Redshift and AWS Glue using the configuration values
- Retrieves schema information for the input data from the AWS Glue catalog
- Creates a Redshift table with the same schema as the input data
- Loads the input data from S3 into the Redshift table using the COPY command
- Logs the success or failure of the data loading process
- Create a
config.inifile with the required configuration values - Run the
redshift_load.pyscript
Note: Before running the script, make sure that the Redshift cluster and S3 bucket are properly configured and accessible.