| Package | Description |
|---|---|
| com.logicalclocks.hsfs | |
| com.logicalclocks.hsfs.metadata |
| Modifier and Type | Method and Description |
|---|---|
StatisticsConfig |
StatisticsConfig.StatisticsConfigBuilder.build() |
StatisticsConfig |
TrainingDataset.getStatisticsConfig() |
| Modifier and Type | Method and Description |
|---|---|
Integer |
FeatureView.createTrainingData(String startTime,
String endTime,
String description,
DataFormat dataFormat,
Boolean coalesce,
StorageConnector storageConnector,
String location,
Long seed,
StatisticsConfig statisticsConfig,
Map<String,String> writeOptions,
FilterLogic extraFilterLogic,
Filter extraFilter) |
Integer |
FeatureView.createTrainTestSplit(Float testSize,
String trainStart,
String trainEnd,
String testStart,
String testEnd,
String description,
DataFormat dataFormat,
Boolean coalesce,
StorageConnector storageConnector,
String location,
Long seed,
StatisticsConfig statisticsConfig,
Map<String,String> writeOptions,
FilterLogic extraFilterLogic,
Filter extraFilter) |
Integer |
FeatureView.createTrainValidationTestSplit(Float validationSize,
Float testSize,
String trainStart,
String trainEnd,
String validationStart,
String validationEnd,
String testStart,
String testEnd,
String description,
DataFormat dataFormat,
Boolean coalesce,
StorageConnector storageConnector,
String location,
Long seed,
StatisticsConfig statisticsConfig,
Map<String,String> writeOptions,
FilterLogic extraFilterLogic,
Filter extraFilter) |
FeatureGroup |
FeatureStore.getOrCreateFeatureGroup(String name,
Integer version,
String description,
List<String> primaryKeys,
List<String> partitionKeys,
String hudiPrecombineKey,
boolean onlineEnabled,
TimeTravelFormat timeTravelFormat,
StatisticsConfig statisticsConfig,
String eventTime) |
StreamFeatureGroup |
FeatureStore.getOrCreateStreamFeatureGroup(String name,
Integer version,
String description,
List<String> primaryKeys,
List<String> partitionKeys,
String hudiPrecombineKey,
boolean onlineEnabled,
StatisticsConfig statisticsConfig,
String eventTime) |
void |
TrainingDataset.setStatisticsConfig(StatisticsConfig statisticsConfig) |
ExternalFeatureGroup.ExternalFeatureGroupBuilder |
ExternalFeatureGroup.ExternalFeatureGroupBuilder.statisticsConfig(StatisticsConfig statisticsConfig) |
FeatureGroup.FeatureGroupBuilder |
FeatureGroup.FeatureGroupBuilder.statisticsConfig(StatisticsConfig statisticsConfig) |
TrainingDataset.TrainingDatasetBuilder |
TrainingDataset.TrainingDatasetBuilder.statisticsConfig(StatisticsConfig statisticsConfig) |
StreamFeatureGroup.StreamFeatureGroupBuilder |
StreamFeatureGroup.StreamFeatureGroupBuilder.statisticsConfig(StatisticsConfig statisticsConfig) |
List<org.apache.spark.sql.Dataset<org.apache.spark.sql.Row>> |
FeatureView.trainingData(String startTime,
String endTime,
String description,
Long seed,
StatisticsConfig statisticsConfig,
Map<String,String> readOptions,
FilterLogic extraFilterLogic,
Filter extraFilter) |
List<org.apache.spark.sql.Dataset<org.apache.spark.sql.Row>> |
FeatureView.trainTestSplit(Float testSize,
String trainStart,
String trainEnd,
String testStart,
String testEnd,
String description,
Long seed,
StatisticsConfig statisticsConfig,
Map<String,String> readOptions,
FilterLogic extraFilterLogic,
Filter extraFilter) |
List<org.apache.spark.sql.Dataset<org.apache.spark.sql.Row>> |
FeatureView.trainValidationTestSplit(Float validationSize,
Float testSize,
String trainStart,
String trainEnd,
String validationStart,
String validationEnd,
String testStart,
String testEnd,
String description,
Long seed,
StatisticsConfig statisticsConfig,
Map<String,String> readOptions,
FilterLogic extraFilterLogic,
Filter extraFilter) |
| Constructor and Description |
|---|
ExternalFeatureGroup(FeatureStore featureStore,
@NonNull String name,
Integer version,
String query,
ExternalDataFormat dataFormat,
String path,
Map<String,String> options,
@NonNull StorageConnector storageConnector,
String description,
List<String> primaryKeys,
List<Feature> features,
StatisticsConfig statisticsConfig,
String eventTime) |
FeatureGroup(FeatureStore featureStore,
@NonNull String name,
Integer version,
String description,
List<String> primaryKeys,
List<String> partitionKeys,
String hudiPrecombineKey,
boolean onlineEnabled,
TimeTravelFormat timeTravelFormat,
List<Feature> features,
StatisticsConfig statisticsConfig,
String onlineTopicName,
String eventTime) |
StreamFeatureGroup(FeatureStore featureStore,
@NonNull String name,
Integer version,
String description,
List<String> primaryKeys,
List<String> partitionKeys,
String hudiPrecombineKey,
boolean onlineEnabled,
List<Feature> features,
StatisticsConfig statisticsConfig,
String onlineTopicName,
String eventTime) |
TrainingDataset(@NonNull String name,
Integer version,
String description,
DataFormat dataFormat,
Boolean coalesce,
StorageConnector storageConnector,
String location,
List<Split> splits,
String trainSplit,
Long seed,
FeatureStore featureStore,
StatisticsConfig statisticsConfig,
List<String> label,
String eventStartTime,
String eventEndTime,
TrainingDatasetType trainingDatasetType,
Float validationSize,
Float testSize,
String trainStart,
String trainEnd,
String validationStart,
String validationEnd,
String testStart,
String testEnd,
Integer timeSplitSize,
FilterLogic extraFilterLogic,
Filter extraFilter) |
| Modifier and Type | Field and Description |
|---|---|
protected StatisticsConfig |
FeatureGroupBase.statisticsConfig |
| Modifier and Type | Method and Description |
|---|---|
StatisticsConfig |
FeatureGroupBase.getStatisticsConfig() |
| Modifier and Type | Method and Description |
|---|---|
FeatureGroup |
FeatureGroupApi.getOrCreateFeatureGroup(FeatureStore featureStore,
String name,
Integer version,
String description,
List<String> primaryKeys,
List<String> partitionKeys,
String hudiPrecombineKey,
boolean onlineEnabled,
TimeTravelFormat timeTravelFormat,
StatisticsConfig statisticsConfig,
String eventTime) |
StreamFeatureGroup |
FeatureGroupApi.getOrCreateStreamFeatureGroup(FeatureStore featureStore,
String name,
Integer version,
String description,
List<String> primaryKeys,
List<String> partitionKeys,
String hudiPrecombineKey,
boolean onlineEnabled,
StatisticsConfig statisticsConfig,
String eventTime) |
void |
FeatureGroupBase.setStatisticsConfig(StatisticsConfig statisticsConfig) |
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