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from pyspark.sql import SparkSession | |
from pyspark.sql.types import DoubleType | |
from pyspark.sql.functions import col | |
jar_path = 'rds_jar_driver.jar' | |
spark = SparkSession \ | |
.builder \ | |
.appName("AWS REDSHIFT PYSPARK APP") \ | |
.config("spark.jars", jar_path)\ | |
.config('spark.driver.extraClassPath', jar_path) \ | |
.getOrCreate() | |
JDBC_URL='jdbc:redshift://your_redshift_cluster.us-east-1.redshift.amazonaws.com:5439/dev_redshift?user=awsuser&password=yourpassword' | |
TEMP_DIR='s3://somebucket/tempdir/' | |
TABLE_NAME='seattle_emergence_calls' | |
df = spark.read.format("jdbc") \ | |
.option("url",JDBC_URL ) \ | |
.option("Tempdir", TEMP_DIR) \ | |
.option("dbtable", TABLE_NAME) \ | |
.option("forward_spark_s3_credentials", "true") \ | |
.load() |
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