hops.featurestore_impl.exceptions package

Submodules

hops.featurestore_impl.exceptions.exceptions module

Exceptions thrown by the feature store python client

exception hops.featurestore_impl.exceptions.exceptions.CouldNotConvertDataframe

Bases: exceptions.Exception

This exception will be raised if a dataframe cannot be converted to/from spark

exception hops.featurestore_impl.exceptions.exceptions.DescriptiveStatisticsNotComputed

Bases: exceptions.Exception

This exception will be raised if the user tries to visualize feature clusters for a feature group or training dataset for which the clusters have not been computed

exception hops.featurestore_impl.exceptions.exceptions.FeatureClustersNotComputed

Bases: exceptions.Exception

This exception will be raised if the user tries to visualize feature clusters for a feature group or training dataset for which the clusters have not been computed

exception hops.featurestore_impl.exceptions.exceptions.FeatureCorrelationsNotComputed

Bases: exceptions.Exception

This exception will be raised if the user tries to visualize feature correlations for a feature group or training dataset for which the correlations have not been computed

exception hops.featurestore_impl.exceptions.exceptions.FeatureDistributionsNotComputed

Bases: exceptions.Exception

This exception will be raised if the user tries to visualize feature distributions for a feature group or training dataset for which the distributions have not been computed

exception hops.featurestore_impl.exceptions.exceptions.FeatureNameCollisionError

Bases: exceptions.Exception

This exception will be raised if a requested feature cannot be uniquely identified in the feature store

exception hops.featurestore_impl.exceptions.exceptions.FeatureNotFound

Bases: exceptions.Exception

This exception will be raised if a requested feature cannot be found

exception hops.featurestore_impl.exceptions.exceptions.FeatureVisualizationError

Bases: exceptions.Exception

This exception will be raised if there is an error in visualization feature statistics

exception hops.featurestore_impl.exceptions.exceptions.FeaturegroupNotFound

Bases: exceptions.Exception

This exception will be raised if a requested featuregroup cannot be found

exception hops.featurestore_impl.exceptions.exceptions.HiveDatabaseNotFound

Bases: exceptions.Exception

This exception will be raised if the hive database of the featurestore could not be found

exception hops.featurestore_impl.exceptions.exceptions.HiveNotEnabled

Bases: exceptions.Exception

This exception will be raised if the user tries to peform featurestore operations using SparkSQL when hive is not enabled.

exception hops.featurestore_impl.exceptions.exceptions.InferJoinKeyError

Bases: exceptions.Exception

This exception will be raised if a join key for a featurestore query cannot be inferred

exception hops.featurestore_impl.exceptions.exceptions.InferTFRecordSchemaError

Bases: exceptions.Exception

This exception will be raised if there is an error in inferring the tfrecord schema of a dataframe

exception hops.featurestore_impl.exceptions.exceptions.InvalidPrimaryKey

Bases: exceptions.Exception

This exception will be raised if a user specified an invalid primary key of a featuregroup

exception hops.featurestore_impl.exceptions.exceptions.SparkToHiveSchemaConversionError

Bases: exceptions.Exception

This exception will be raised if there is an error in translating the spark schema to a hive schema

exception hops.featurestore_impl.exceptions.exceptions.TFRecordSchemaNotFound

Bases: exceptions.Exception

This exception will be raised if the tfrecord schema for a training dataset could not be found

exception hops.featurestore_impl.exceptions.exceptions.TrainingDatasetNotFound

Bases: exceptions.Exception

This exception will be raised if a requested training dataset cannot be found

Module contents