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Showing posts with the label Pyspark

Spark - Set Null When Column Not Exist In Dataframe

I'm loading many versions of JSON files to spark DataFrame. some of the files holds columns A,B… Read more Spark - Set Null When Column Not Exist In Dataframe

Spark - Merge / Union Dataframe With Different Schema (column Names And Sequence) To A Dataframe With Master Common Schema

I tried taking a schema as a common schema by df.schema() and load all the CSV files to it .But fai… Read more Spark - Merge / Union Dataframe With Different Schema (column Names And Sequence) To A Dataframe With Master Common Schema

Cloudant Database Not Connecting Using Spark Python

I am using Spark version 2.0.1 and trying to connect cloudant database using Python code but same t… Read more Cloudant Database Not Connecting Using Spark Python

Pyspark Convert Result Of Mappartitions To Spark Dataframe

I have a job requires to run on a partitioned spark dataframe, and the process looks like: rdd = sp… Read more Pyspark Convert Result Of Mappartitions To Spark Dataframe

Spark Udf With Dictionary Argument Fails

I have a column (myCol) in a Spark dataframe that has values 1,2 and I want to create a new column … Read more Spark Udf With Dictionary Argument Fails

In Pyspark Is There Any Way To Dynamically Register Udf Using Functions Of Python Class Given At Run Time?

I am new to Python, so apologizing if there is any mistake in my approach I have a scenario where c… Read more In Pyspark Is There Any Way To Dynamically Register Udf Using Functions Of Python Class Given At Run Time?

Get 20th To 80th Percentile Of Each Group - Pyspark

I have three columns in a pyspark data frame ( sample data given below ) I wanted to get the remov… Read more Get 20th To 80th Percentile Of Each Group - Pyspark

Pyspark: Create Maptype Column From Existing Columns

I need to creeate an new Spark DF MapType Column based on the existing columns where column name is… Read more Pyspark: Create Maptype Column From Existing Columns