Package | Description |
---|---|
com.logicalclocks.hsfs | |
com.logicalclocks.hsfs.flink | |
com.logicalclocks.hsfs.spark | |
com.logicalclocks.hsfs.spark.engine | |
com.logicalclocks.hsfs.spark.util |
Modifier and Type | Class and Description |
---|---|
static class |
StorageConnector.AdlsConnector |
static class |
StorageConnector.BigqueryConnector |
static class |
StorageConnector.GcsConnector |
static class |
StorageConnector.HopsFsConnector |
static class |
StorageConnector.JdbcConnector |
static class |
StorageConnector.KafkaConnector |
static class |
StorageConnector.RedshiftConnector |
static class |
StorageConnector.S3Connector |
static class |
StorageConnector.SnowflakeConnector |
Modifier and Type | Field and Description |
---|---|
protected StorageConnector |
TrainingDatasetBase.storageConnector |
Modifier and Type | Method and Description |
---|---|
abstract StorageConnector |
FeatureStoreBase.getStorageConnector(String name)
Get a list of all versions of an external feature group from the feature store.
|
StorageConnector |
StorageConnector.refetch() |
Modifier and Type | Method and Description |
---|---|
TrainingDatasetType |
TrainingDatasetBase.getTrainingDatasetType(StorageConnector storageConnector) |
Modifier and Type | Method and Description |
---|---|
StorageConnector |
FeatureStore.getStorageConnector(String name) |
Modifier and Type | Method and Description |
---|---|
StorageConnector |
FeatureStore.getStorageConnector(String name)
Get a previously created storage connector from the feature store.
|
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)
Create the metadata for a training dataset and save the corresponding training data into `location`.
|
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)
Create the metadata for a training dataset and save the corresponding training data into `location`.
|
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)
Create the metadata for a training dataset and save the corresponding training data into `location`.
|
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,
boolean onlineEnabled,
String onlineTopicName) |
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 | Method and Description |
---|---|
org.apache.spark.sql.Dataset<org.apache.spark.sql.Row> |
SparkEngine.read(StorageConnector storageConnector,
String dataFormat,
Map<String,String> readOptions,
String location) |
org.apache.spark.sql.Dataset<org.apache.spark.sql.Row> |
SparkEngine.readStream(StorageConnector storageConnector,
String dataFormat,
String messageFormat,
String schema,
Map<String,String> options,
boolean includeMetadata) |
void |
SparkEngine.setupConnectorHadoopConf(StorageConnector storageConnector) |
Modifier and Type | Method and Description |
---|---|
org.apache.spark.sql.Dataset<org.apache.spark.sql.Row> |
StorageConnectorUtils.read(StorageConnector connector,
String query,
String dataFormat,
Map<String,String> options,
String path)
Reads a query or a path into a spark dataframe using the storage connector.
|
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