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TestSnowflakeRSA.py
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#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Fri May 28 12:15:55 2021
@author: dipak
"""
from pyspark.sql import SparkSession
from cryptography.hazmat.primitives import serialization
from cryptography.hazmat.backends import default_backend
import os
import re
# access private key
with open(".../sf_rsa_key.p8", "rb") as key_file:
sf_private_key = serialization.load_pem_private_key(
key_file.read(),
password = os.environ['PRIVATE_KEY_PASSWORD'].encode(),
backend = default_backend()
)
#serialize the key
sf_pkb = private_key.private_bytes(
encoding = serialization.Encoding.PEM,
format = serialization.PrivateFormat.PKCS8,
encryption_algorithm = serialization.NoEncryption()
)
#remove unwanted strings from the key
sf_pkb = sf_pkb.decode("UTF-8")
sf_pkb = re.sub("-*(BEGIN|END) PRIVATE KEY-*\n","",sf_pkb).replace("\n","")
#Build Spark Session
spark = SparkSession\
.builder\
.appName("SnowflakeRSA")\
.getOrCreate()
#Build Snowflake Context
sfOptions = {
"sfURL" : "<Snowflake account name, region, provider>.snowflakecomputing.com",
"sfAccount" : "<Snowflake account name>",
"sfUser" : "<Snowflake user name>",
"pem_private_key" : sf_pkb,
"sfDatabase" : "<Snowflake Database Name>",
"sfSchema" : "<Snowflake Schema>",
"sfWarehouse" : "<Snowflake WH>",
}
SNOWFLAKE_SOURCE_NAME = "net.snowflake.spark.snowflake"
#connect to Snowflake from Spark and read data
df = spark.read.format(SNOWFLAKE_SOURCE_NAME) \
.options(**sfOptions) \
.option("query", "select * from <table name>") \
.load()
df.printSchema()
df.show()