Databricks : Export data profiling report
Databricks can create a data profiling report after using the display(dataframe_name).
I have created a data profiling report using Azure Databricks but I do not know how do I export it.
Can you please suggest How to export/download this report to my local system?
There is no direct option to download the data profiling report from Azure Databricks to local machine in a tabular format.
Data profiling itself is a new feature that was introduced to reduce manual work that is needed to summarize the statistics of our dataframes.
And as specified in this official Microsoft documentation, we can only add the data profile to our dashboard.
There are also no other API's that can be used to download this data in tabular format.
As a possible workaround, it might be possible to complete this operation manually using pandas/ pandas on spark API to calculate all the required attributes.
In general, some of these stats can be directly obtained using
df.describeas shown below. Heredfis a pyspark dataframe:
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