Value Members

1.  final def !=(arg0: Any): Boolean

   Definition Classes

   AnyRef → Any

2.  final def ##(): Int

   Definition Classes

   AnyRef → Any

3.  final def ==(arg0: Any): Boolean

   Definition Classes

   AnyRef → Any

4.  def asH2OFrame(s: String): H2OFrame

   Create a new H2OFrame based on existing Frame referenced by its id.

5.  def asH2OFrame(ds: SupportedDataset, frameName: Option[String]): H2OFrame
6.  def asH2OFrame(ds: SupportedDataset, frameName: String): H2OFrame
7.  def asH2OFrame(ds: SupportedDataset): H2OFrame

   Transforms Dataset[Supported type] to H2OFrame

8.  def asH2OFrame(df: DataFrame, frameName: Option[String]): H2OFrame
9.  def asH2OFrame(df: DataFrame, frameName: String): H2OFrame
10.  def asH2OFrame(df: DataFrame): H2OFrame

    Transform DataFrame to H2OFrame

11.  def asH2OFrame(rdd: SupportedRDD, frameName: Option[String]): H2OFrame
12.  def asH2OFrame(rdd: SupportedRDD, frameName: String): H2OFrame
13.  def asH2OFrame(rdd: SupportedRDD): H2OFrame

    Transforms RDD[Supported type] to H2OFrame

14.  final def asInstanceOf[T0]: T0

    Definition Classes

    Any

15.  def asRDD[A <: Product](implicit arg0: scala.reflect.api.JavaUniverse.TypeTag[A], arg1: ClassTag[A]): AnyRef { def apply(fr: ai.h2o.sparkling.H2OFrame): org.apache.spark.rdd.RDD[A] }

    A generic convert of Frame into Product RDD type

    A generic convert of Frame into Product RDD type

    Consider using asH2OFrame since asRDD has several limitations such as that asRDD can't be used in Spark REPL in case we are RDD[T] where T is class defined in REPL. This is because class T is created as inner class and we are not able to create instance of class T without outer scope - which is impossible to get.

    This code: hc.asRDD[PUBDEV458Type](rdd) will need to be call as hc.asRDD[PUBDEV458Type].apply(rdd)

16.  def asRDD[A <: Product](fr: H2OFrame)(implicit arg0: scala.reflect.api.JavaUniverse.TypeTag[A], arg1: ClassTag[A]): RDD[A]

    Convert given H2O frame into a Product RDD type

    Convert given H2O frame into a Product RDD type

    Consider using asH2OFrame since asRDD has several limitations such as that asRDD can't be used in Spark REPL in case we are RDD[T] where T is class defined in REPL. This is because class T is created as inner class and we are not able to create instance of class T without outer scope - which is impossible to get.

17.  def asSparkFrame(s: String): DataFrame
18.  def asSparkFrame(s: String, copyMetadata: Boolean): DataFrame
19.  def asSparkFrame(fr: H2OFrame, copyMetadata: Boolean = true): DataFrame
20.  val backend: SparklingBackend

    Used backend

    Used backend

    Attributes

    protected

21.  def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel = Info): Unit

    Definition Classes

    RestCommunication

22.  def clone(): AnyRef

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... ) @native()

23.  def collectPropertiesDoc(): Map[String, String]

    Attributes

    protected

    Definition Classes

    H2OContextExtensions

24.  def convertLabel(label: String): String

    Attributes

    protected

    Definition Classes

    K8sUtils

25.  def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    endpoint

    An address of H2O node with exposed REST endpoint

    suffix

    REST relative path representing a specific call

    conf

    H2O conf object

    Attributes

    protected

    Definition Classes

    RestCommunication

26.  def delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any] = Map.empty, skippedFields: Seq[(Class[_], String)] = Seq.empty, encodeParamsAsJson: Boolean = false)(implicit arg0: ClassTag[ResultType]): ResultType
    ResultType

    A type that the result will be deserialized to

    endpoint

    An address of H2O node with exposed REST endpoint

    suffix

    REST relative path representing a specific call

    conf

    H2O conf object

    params

    Query parameters

    skippedFields

    The list of field specifications that are skipped during deserialization. The specification consists of the class containing the field and the field name.

    returns

    A deserialized object

    Definition Classes

    RestCommunication

27.  def deleteH2OHeadlessService(client: KubernetesClient, conf: H2OConf): Unit

    Attributes

    protected

    Definition Classes

    K8sHeadlessService

28.  def deleteH2OStatefulSet(client: KubernetesClient, conf: H2OConf): Unit

    Attributes

    protected

    Definition Classes

    K8sH2OStatefulSet

29.  def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

    Attributes

    protected

    Definition Classes

    RestCommunication

30.  def downloadH2OLogs(destinationDir: String, logContainer: String): String

    Definition Classes

    H2OContextExtensions

31.  def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

    Attributes

    protected

    Definition Classes

    RestCommunication

32.  final def eq(arg0: AnyRef): Boolean

    Definition Classes

    AnyRef

33.  def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

34.  def finalize(): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( classOf[java.lang.Throwable] )

35.  def flowURL(): String
36.  def getAndVerifyWorkerNodes(conf: H2OConf): Array[NodeDesc]

    Attributes

    protected

    Definition Classes

    H2OContextExtensions

37.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

38.  def getClusterEndpoint(conf: H2OConf): URI

    Definition Classes

    RestApiUtils

39.  def getClusterInfo(conf: H2OConf): CloudV3

    Definition Classes

    RestApiUtils

40.  def getConf: H2OConf

    Return a copy of this H2OContext's configuration.

    Return a copy of this H2OContext's configuration. The configuration cannot be changed at runtime.

41.  def getH2OHeadlessServiceURL(conf: H2OConf): String

    Attributes

    protected

    Definition Classes

    K8sHeadlessService

42.  def getH2OLogLevel(): String
43.  def getH2ONodes(): Array[NodeDesc]
44.  def getLogLevel(conf: H2OConf): String

    Definition Classes

    RestApiUtils

45.  def getNodes(cloudV3: CloudV3): Array[NodeDesc]

    Definition Classes

    RestApiUtils

46.  def getNodes(conf: H2OConf): Array[NodeDesc]

    Definition Classes

    RestApiUtils

47.  def getPingInfo(conf: H2OConf): PingV3

    Definition Classes

    RestApiUtils

48.  def getTimeZone(conf: H2OConf): String

    Definition Classes

    RestApiUtils

49.  def h2oLocalClient: String

    Returns location of REST API of H2O client

50.  def h2oLocalClientIp: String

    Returns IP of H2O client

51.  def h2oLocalClientPort: Int

    Returns port where H2O REST API is exposed

52.  def hashCode(): Int

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

53.  def importHiveTable(database: String = HiveTableImporter.DEFAULT_DATABASE, table: String, partitions: Array[Array[String]] = null, allowMultiFormat: Boolean = false): H2OFrame

    Definition Classes

    H2OContextExtensions

54.  def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

    Attributes

    protected

    Definition Classes

    Logging

55.  def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Attributes

    protected

    Definition Classes

    Logging

56.  def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream = identity, params: Map[String, Any] = Map.empty): OutputStream
    endpoint

    An address of H2O node with exposed REST endpoint

    suffix

    REST relative path representing a specific call

    conf

    H2O conf object

    params

    Query parameters

    returns

    HttpUrlConnection facilitating the insertion and holding the outputStream

    Attributes

    protected

    Definition Classes

    RestCommunication

57.  def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any] = Map.empty): OutputStream
    node

    H2O node descriptor

    suffix

    REST relative path representing a specific call

    conf

    H2O conf object

    params

    Query parameters

    returns

    HttpUrlConnection facilitating the insertion and holding the outputStream

    Definition Classes

    RestCommunication

58.  def installH2OHeadlessService(client: KubernetesClient, conf: H2OConf): Unit

    Attributes

    protected

    Definition Classes

    K8sHeadlessService

59.  def installH2OStatefulSet(client: KubernetesClient, conf: H2OConf, headlessServiceURL: String): String

    Attributes

    protected

    Definition Classes

    K8sH2OStatefulSet

60.  final def isInstanceOf[T0]: Boolean

    Definition Classes

    Any

61.  def isPrimitiveType(value: Any): Boolean

    Attributes

    protected

    Definition Classes

    RestEncodingUtils

62.  def isStopped(): Boolean
63.  def isTraceEnabled(): Boolean

    Attributes

    protected

    Definition Classes

    Logging

64.  def launchShellCommand(cmdToLaunch: Seq[String]): Int

    Attributes

    protected

    Definition Classes

    ShellUtils

65.  def log: Logger

    Attributes

    protected

    Definition Classes

    Logging

66.  def logDebug(msg: ⇒ String, throwable: Throwable): Unit

    Attributes

    protected

    Definition Classes

    Logging

67.  def logDebug(msg: ⇒ String): Unit

    Attributes

    protected

    Definition Classes

    Logging

68.  def logError(msg: ⇒ String, throwable: Throwable): Unit

    Attributes

    protected

    Definition Classes

    Logging

69.  def logError(msg: ⇒ String): Unit

    Attributes

    protected

    Definition Classes

    Logging

70.  def logInfo(msg: ⇒ String, throwable: Throwable): Unit

    Attributes

    protected

    Definition Classes

    Logging

71.  def logInfo(msg: ⇒ String): Unit

    Attributes

    protected

    Definition Classes

    Logging

72.  def logName: String

    Attributes

    protected

    Definition Classes

    Logging

73.  def logTrace(msg: ⇒ String, throwable: Throwable): Unit

    Attributes

    protected

    Definition Classes

    Logging

74.  def logTrace(msg: ⇒ String): Unit

    Attributes

    protected

    Definition Classes

    Logging

75.  def logWarning(msg: ⇒ String, throwable: Throwable): Unit

    Attributes

    protected

    Definition Classes

    Logging

76.  def logWarning(msg: ⇒ String): Unit

    Attributes

    protected

    Definition Classes

    Logging

77.  final def ne(arg0: AnyRef): Boolean

    Definition Classes

    AnyRef

78.  final def notify(): Unit

    Definition Classes

    AnyRef

    Annotations

    @native()

79.  final def notifyAll(): Unit

    Definition Classes

    AnyRef

    Annotations

    @native()

80.  def openFlow(): Unit

    Open H2O Flow running in this client.

81.  def openURI(uri: String): Unit

    Open browser for given address.

    Open browser for given address.

    uri

    address to open in browser, e.g., http://example.com

    Attributes

    protected

    Definition Classes

    H2OContextExtensions

82.  def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any] = Map.empty, skippedFields: Seq[(Class[_], String)] = Seq.empty, confirmationLoggingLevel: LoggingLevel = Info)(implicit arg0: ClassTag[ResultType]): ResultType
    ResultType

    A type that the result will be deserialized to

    endpoint

    An address of H2O node with exposed REST endpoint

    suffix

    REST relative path representing a specific call

    conf

    H2O conf object

    params

    Query parameters

    skippedFields

    The list of field specifications that are skipped during deserialization. The specification consists of the class containing the field and the field name.

    returns

    A deserialized object

    Definition Classes

    RestCommunication

83.  def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any] = Map.empty, encodeParamsAsJson: Boolean = false, file: Option[String], confirmationLoggingLevel: LoggingLevel = Info): InputStream

    Attributes

    protected

    Definition Classes

    RestCommunication

84.  def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any] = Map.empty, skippedFields: Seq[(Class[_], String)] = Seq.empty, encodeParamsAsJson: Boolean = false, confirmationLoggingLevel: LoggingLevel = Info)(implicit arg0: ClassTag[ResultType]): ResultType

    Definition Classes

    RestCommunication

85.  def resolveNodeEndpoint(node: NodeDesc, conf: H2OConf): URI

    Definition Classes

    RestApiUtils

86.  def setH2OLogLevel(level: String): Unit
87.  def setLogLevel(conf: H2OConf, logLevel: String): Unit

    Definition Classes

    RestApiUtils

88.  def setTimeZone(conf: H2OConf, timezone: String): Unit

    Definition Classes

    RestApiUtils

89.  def shutdownCluster(conf: H2OConf): Unit

    Definition Classes

    RestApiUtils

90.  val sparkContext: SparkContext
91.  def startExternalH2OOnKubernetes(conf: H2OConf): Unit

    Definition Classes

    K8sExternalBackendClient

92.  def stop(stopSparkContext: Boolean = false): Unit

    Stops H2O context.

    Stops H2O context.

    stopSparkContext

    stop also spark context

93.  def stopExternalH2OOnKubernetes(conf: H2OConf): Unit

    Definition Classes

    K8sExternalBackendClient

94.  def stringify(value: Any): String

    Attributes

    protected

    Definition Classes

    RestEncodingUtils

95.  def stringifyArray(arr: Array[_]): String

    Attributes

    protected

    Definition Classes

    RestEncodingUtils

96.  def stringifyMap(map: Map[_, _]): String

    Attributes

    protected

    Definition Classes

    RestEncodingUtils

97.  def stringifyPair(pair: Tuple2[_, _]): String

    Attributes

    protected

    Definition Classes

    RestEncodingUtils

98.  def stringifyParams(params: Map[String, Any] = Map.empty, encodeParamsAsJson: Boolean = false): String

    Attributes

    protected

    Definition Classes

    RestEncodingUtils

99.  def stringifyPrimitiveParam(value: Any): String

    Attributes

    protected

    Definition Classes

    RestEncodingUtils

100.  final def synchronized[T0](arg0: ⇒ T0): T0

     Definition Classes

     AnyRef

101.  def toString(): String

     Definition Classes

     H2OContext → AnyRef → Any

102.  def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any] = Map.empty, skippedFields: Seq[(Class[_], String)] = Seq.empty, encodeParamsAsJson: Boolean = false)(implicit arg0: ClassTag[ResultType]): ResultType
     ResultType

     A type that the result will be deserialized to

     endpoint

     An address of H2O node with exposed REST endpoint

     suffix

     REST relative path representing a specific call

     conf

     H2O conf object

     params

     Query parameters

     skippedFields

     The list of field specifications that are skipped during deserialization. The specification consists of the class containing the field and the field name.

     returns

     A deserialized object

     Definition Classes

     RestCommunication

103.  final def wait(): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

104.  final def wait(arg0: Long, arg1: Int): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

105.  final def wait(arg0: Long): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... ) @native()

106.  def withConversionDebugPrints(sc: SparkContext, conversionName: String, block: ⇒ H2OFrame): H2OFrame

     Attributes

     protected

     Definition Classes

     H2OContextExtensions

107.  object implicits extends H2OContextImplicits with Serializable

     Define implicits available via h2oContext.implicits._

108.  object LoggingLevel extends Enumeration

     Definition Classes

     RestCommunication