topic Re: Security exception while using Feature Store. How can I get this whitelisted? in Machine Learning

Security exception while using Feature Store. How can I get this whitelisted?

VM — Fri, 27 May 2022 10:39:05 GMT

I was following the Databricks Academy "New Capabilities Overview: Feature Store" module. However when I try to run the code in the example notebook I get a security exception as explained below.

When I try to run the example notebook "01-Populate a feature store" I get an error while creating a feature table, I get a

py4j.security.Py4JSecurityException: Method public java.lang.String org.apache.spark.api.java.JavaSparkContext.getLocalProperty(java.lang.String) is not whitelisted on class class org.apache.spark.api.java.JavaSparkContext

This error is on the first line of the code

fs.create_feature_table(
 
   name=f"fxs_eu_ntwkdaor_efsx_001.tmp_{username}_trip_pickup_features",
 
   keys=["zip", "ts"],
 
   features_df=pickup_features,
 
   partition_columns="yyyy_mm",
 
   description="Taxi Fares. Pickup Features",
 
)
 
fs.create_feature_table(
 
   name=f"fxs_eu_ntwkdaor_efsx_001.tmp_{username}_trip_dropoff_features",
 
   keys=["zip", "ts"],
 
   features_df=dropoff_features,
 
   partition_columns="yyyy_mm",
 
   description="Taxi Fares. Dropoff Features",
 
)

How can I get this whitelisted?

Re: Security exception while using Feature Store. How can I get this whitelisted?

VM — Wed, 01 Jun 2022 12:14:11 GMT

Hi @Kaniz Fatma

Yes. It is a high concurrency cluster. Screenshot attached.

Re: Security exception while using Feature Store. How can I get this whitelisted?

VM — Fri, 10 Jun 2022 12:32:38 GMT

The issue was due to the use of High Concurrency cluster. It was resolved when a standard cluster ML cluster was used. See screenshot.

Re: Security exception while using Feature Store. How can I get this whitelisted?

998925 — Tue, 06 Dec 2022 00:52:54 GMT

@Kaniz Fatma - this is happening again with the following configuration.

What configuration shall we use now that Cluster mode Standard is no longer a configuration option?

Re: Security exception while using Feature Store. How can I get this whitelisted?

998925 — Fri, 09 Dec 2022 17:23:25 GMT

@Kaniz Fatma any thoughts on the above? thanks so much

Re: Security exception while using Feature Store. How can I get this whitelisted?

OMG — Thu, 29 Dec 2022 13:15:37 GMT

Hi @Daniel Barrundia - please select "No isolation shared" Access mode, it should resolve this problem.