I'm trying to test Pyspark with Snowflake with below python code :

from pyspark import SparkConf, SparkContext 
from pyspark.sql import SQLContext 
from pyspark.sql import SparkSession 
from pyspark.sql.functions import * 
from pyspark.sql.types import * 

mySparkContext = SparkContext("local", "snowtest_spark")
mySparkContext.setLogLevel("ERROR") 
spark = SQLContext(mySparkContext ) 
spark_conf = SparkConf().setMaster('local')   
spark = SparkSession.builder \ 
  .master("local") \   
  .appName("snowtest_spark") \     
  .config('spark.jars','G:\\ABHISHEK\\Snowflake\\Jars\\snowflake-jdbc-3.20.0.jar,G:\\ABHISHEK\\Snowflake\\Jars\\spark-snowflake_2.12-3.0.0.jar') \     
  .getOrCreate()   

sfparams = {   "sfURL" : "XXXX-YYYY.snowflakecomputing",   "sfUser" : "AAAAA",   "sfPassword" : "XXXXX",   "sfDatabase" : "ABHI_DB",   "sfSchema" : "ABHI_SCHEMA",   "sfWarehouse" : "compute_wh" }
SNOWFLAKE_SOURCE_NAME = "net.snowflake.spark.snowflake"  

#read full table 
df1 = spark.read.format(SNOWFLAKE_SOURCE_NAME) \ 
  .options(**sfparams) \
  .option("dbtable",  "ABHI_TABLE") \   
  .load()  

df1.show()

I'm getting below error in Pycharm (windows env) :

Setting default log level to "WARN".
To adjust logging level use sc.setLogLevel(newLevel). For SparkR, use setLogLevel(newLevel).
24/11/21 12:01:16 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
G:\ABHISHEK\Snowflake\Jars\spark\spark-3.5.3-bin-hadoop3\python\pyspark\sql\context.py:113: FutureWarning: Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.
  warnings.warn(
Traceback (most recent call last):
  File "C:\Users\Abhishek\PycharmProjects\pythonProject2\.venv\snowtest_spark.py", line 41, in <module>
    .load()
     ^^^^^^
  File "G:\ABHISHEK\Snowflake\Jars\spark\spark-3.5.3-bin-hadoop3\python\pyspark\sql\readwriter.py", line 314, in load
    return self._df(self._jreader.load())
                    ^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\Abhishek\PycharmProjects\pythonProject2\.venv\Lib\site-packages\py4j\java_gateway.py", line 1322, in __call__
    return_value = get_return_value(
                   ^^^^^^^^^^^^^^^^^
  File "G:\ABHISHEK\Snowflake\Jars\spark\spark-3.5.3-bin-hadoop3\python\pyspark\errors\exceptions\captured.py", line 179, in deco
    return f(*a, **kw)
           ^^^^^^^^^^^
  File "C:\Users\Abhishek\PycharmProjects\pythonProject2\.venv\Lib\site-packages\py4j\protocol.py", line 326, in get_return_value
    raise Py4JJavaError(
py4j.protocol.Py4JJavaError: An error occurred while calling o41.load.
: .apache.spark.SparkClassNotFoundException: [DATA_SOURCE_NOT_FOUND] Failed to find the data source: net.snowflake.spark.snowflake. Please find packages at `.html`.
    at .apache.spark.sql.errors.QueryExecutionErrors$.dataSourceNotFoundError(QueryExecutionErrors.scala:725)
    at .apache.spark.sql.execution.datasources.DataSource$.lookupDataSource(DataSource.scala:647)
    at .apache.spark.sql.execution.datasources.DataSource$.lookupDataSourceV2(DataSource.scala:697)
    at .apache.spark.sql.DataFrameReader.load(DataFrameReader.scala:208)
    at .apache.spark.sql.DataFrameReader.load(DataFrameReader.scala:172)
    at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
    at sun.reflect.NativeMethodAccessorImpl.invoke(Unknown Source)
    at sun.reflect.DelegatingMethodAccessorImpl.invoke(Unknown Source)
    at java.lang.reflect.Method.invoke(Unknown Source)
    at py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)
    at py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:374)
    at py4j.Gateway.invoke(Gateway.java:282)
    at py4jmands.AbstractCommand.invokeMethod(AbstractCommand.java:132)
    at py4jmands.CallCommand.execute(CallCommand.java:79)
    at py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:182)
    at py4j.ClientServerConnection.run(ClientServerConnection.java:106)
    at java.lang.Thread.run(Unknown Source)
Caused by: java.lang.ClassNotFoundException: net.snowflake.spark.snowflake.DefaultSource
    at java.URLClassLoader.findClass(Unknown Source)
    at java.lang.ClassLoader.loadClass(Unknown Source)
    at java.lang.ClassLoader.loadClass(Unknown Source)
    at .apache.spark.sql.execution.datasources.DataSource$.$anonfun$lookupDataSource$5(DataSource.scala:633)
    at scala.util.Try$.apply(Try.scala:213)
    at .apache.spark.sql.execution.datasources.DataSource$.$anonfun$lookupDataSource$4(DataSource.scala:633)
    at scala.util.Failure.orElse(Try.scala:224)
    at .apache.spark.sql.execution.datasources.DataSource$.lookupDataSource(DataSource.scala:633)
    ... 15 more


Process finished with exit code 1

After reading various forums it looks like its a version issue with jars . I'm using the below jar versions :

snowflake-jdbc-3.20.0.jar
spark-snowflake_2.12-3.0.0.jar
spark-3.5.3-bin-hadoop3

Can anyone please suggest the jar versions in a working setup for Pycharm running Python 3.12.0 ?