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Resolved! Installing pyspark.pandas
Hello guys,I'm trying to migrate a python project from Pandas to Pandas API on Spark, on Azure Databricks using MLFlow on a conda env.The thing is I'm getting the next error:Traceback (most recent call last): File "/databricks/mlflow/projects/x/data_...
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it should be yes.can you elaborate on how you create your notebook (and the conda env you talk about)?
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Resolved! Cluster setup for ML work for Pandas in Spark, and vanilla Python.
My setup:Worker type: Standard_D32d_v4, 128 GB Memory, 32 Cores, Min Workers: 2, Max Workers: 8Driver type: Standard_D32ds_v4, 128 GB Memory, 32 CoresDatabricks Runtime Version: 10.2 ML (includes Apache Spark 3.2.0, Scala 2.12)I ran a snowflake quer...
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Hey there @Vivek Ranjan​ Checking in. If Joseph's answer helped, would you let us know and mark the answer as best? It would be really helpful for the other members to find the solution more quickly.Thanks!
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spark.apache.org
mapInPandas is one of the most powerful Spark functions. It uses an arrow-like in-memory data structure to split up Spark Data Frames into chunks and feeding them to a function that takes a Pandas DF as input and output. Check it out here:https://spa...
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