Deprecated API

Contents

• Deprecated Classes
• Deprecated Methods
• Deprecated Constructors

Deprecated Classes

Class and Description
org.apache.spark.ml.feature.ChiSqSelector use UnivariateFeatureSelector instead. Since 3.1.1.
org.apache.spark.scheduler.SparkListenerExecutorBlacklisted use SparkListenerExecutorExcluded instead. Since 3.1.0.
org.apache.spark.scheduler.SparkListenerExecutorBlacklistedForStage use SparkListenerExecutorExcludedForStage instead. Since 3.1.0.
org.apache.spark.scheduler.SparkListenerExecutorUnblacklisted use SparkListenerExecutorUnexcluded instead. Since 3.1.0.
org.apache.spark.scheduler.SparkListenerNodeBlacklisted use SparkListenerNodeExcluded instead. Since 3.1.0.
org.apache.spark.scheduler.SparkListenerNodeBlacklistedForStage use SparkListenerNodeExcludedForStage instead. Since 3.1.0.
org.apache.spark.scheduler.SparkListenerNodeUnblacklisted use SparkListenerNodeUnexcluded instead. Since 3.1.0.
org.apache.spark.sql.expressions.javalang.typed As of release 3.0.0, please use the untyped builtin aggregate functions.
org.apache.spark.sql.expressions.scalalang.typed please use untyped builtin aggregate functions. Since 3.0.0.
org.apache.spark.sql.expressions.UserDefinedAggregateFunction UserDefinedAggregateFunction is deprecated. Aggregator[IN, BUF, OUT] should now be registered as a UDF via the functions.udaf(agg) method.

Deprecated Methods

Method and Description
org.apache.spark.sql.SQLContext.applySchema(JavaRDD<?>, Class<?>) Use createDataFrame instead. Since 1.3.0.
org.apache.spark.sql.SQLContext.applySchema(JavaRDD<Row>, StructType) Use createDataFrame instead. Since 1.3.0.
org.apache.spark.sql.SQLContext.applySchema(RDD<?>, Class<?>) Use createDataFrame instead. Since 1.3.0.
org.apache.spark.sql.SQLContext.applySchema(RDD<Row>, StructType) Use createDataFrame instead. Since 1.3.0.
org.apache.spark.sql.functions.approxCountDistinct(Column) Use approx_count_distinct. Since 2.1.0.
org.apache.spark.sql.functions.approxCountDistinct(Column, double) Use approx_count_distinct. Since 2.1.0.
org.apache.spark.sql.functions.approxCountDistinct(String) Use approx_count_distinct. Since 2.1.0.
org.apache.spark.sql.functions.approxCountDistinct(String, double) Use approx_count_distinct. Since 2.1.0.
org.apache.spark.status.api.v1.ExecutorSummary.blacklistedInStages() use excludedInStages instead. Since 3.1.0.
org.apache.spark.sql.SQLContext.clearActive() Use SparkSession.clearActiveSession instead. Since 2.0.0.
org.apache.spark.ml.clustering.BisectingKMeansModel.computeCost(Dataset<?>) This method is deprecated and will be removed in future versions. Use ClusteringEvaluator instead. You can also get the cost on the training dataset in the summary.
org.apache.spark.sql.SQLContext.createExternalTable(String, String) use sparkSession.catalog.createTable instead. Since 2.2.0.
org.apache.spark.sql.catalog.Catalog.createExternalTable(String, String) use createTable instead. Since 2.2.0.
org.apache.spark.sql.SQLContext.createExternalTable(String, String, Map<String, String>) use sparkSession.catalog.createTable instead. Since 2.2.0.
org.apache.spark.sql.SQLContext.createExternalTable(String, String, Map<String, String>) use sparkSession.catalog.createTable instead. Since 2.2.0.
org.apache.spark.sql.catalog.Catalog.createExternalTable(String, String, Map<String, String>) use createTable instead. Since 2.2.0.
org.apache.spark.sql.catalog.Catalog.createExternalTable(String, String, Map<String, String>) use createTable instead. Since 2.2.0.
org.apache.spark.sql.SQLContext.createExternalTable(String, String, String) use sparkSession.catalog.createTable instead. Since 2.2.0.
org.apache.spark.sql.catalog.Catalog.createExternalTable(String, String, String) use createTable instead. Since 2.2.0.
org.apache.spark.sql.SQLContext.createExternalTable(String, String, StructType, Map<String, String>) use sparkSession.catalog.createTable instead. Since 2.2.0.
org.apache.spark.sql.SQLContext.createExternalTable(String, String, StructType, Map<String, String>) use sparkSession.catalog.createTable instead. Since 2.2.0.
org.apache.spark.sql.catalog.Catalog.createExternalTable(String, String, StructType, Map<String, String>) use createTable instead. Since 2.2.0.
org.apache.spark.sql.catalog.Catalog.createExternalTable(String, String, StructType, Map<String, String>) use createTable instead. Since 2.2.0.
org.apache.spark.sql.Dataset.explode(Seq<Column>, Function1<Row, TraversableOnce<A>>, TypeTags.TypeTag<A>) use flatMap() or select() with functions.explode() instead. Since 2.0.0.
org.apache.spark.sql.Dataset.explode(String, String, Function1<A, TraversableOnce<B>>, TypeTags.TypeTag<B>) use flatMap() or select() with functions.explode() instead. Since 2.0.0.
org.apache.spark.sql.SQLContext.getOrCreate(SparkContext) Use SparkSession.builder instead. Since 2.0.0.
org.apache.spark.status.api.v1.ExecutorSummary.isBlacklisted() use isExcluded instead. Since 3.1.0.
org.apache.spark.status.api.v1.ExecutorStageSummary.isBlacklistedForStage() use isExcludedForStage instead. Since 3.1.0.
org.apache.spark.sql.SQLContext.jdbc(String, String) As of 1.4.0, replaced by read().jdbc().
org.apache.spark.sql.SQLContext.jdbc(String, String, String[]) As of 1.4.0, replaced by read().jdbc().
org.apache.spark.sql.SQLContext.jdbc(String, String, String, long, long, int) As of 1.4.0, replaced by read().jdbc().
org.apache.spark.sql.DataFrameReader.json(JavaRDD<String>) Use json(Dataset[String]) instead. Since 2.2.0.
org.apache.spark.sql.DataFrameReader.json(RDD<String>) Use json(Dataset[String]) instead. Since 2.2.0.
org.apache.spark.sql.SQLContext.jsonFile(String) As of 1.4.0, replaced by read().json().
org.apache.spark.sql.SQLContext.jsonFile(String, double) As of 1.4.0, replaced by read().json().
org.apache.spark.sql.SQLContext.jsonFile(String, StructType) As of 1.4.0, replaced by read().json().
org.apache.spark.sql.SQLContext.jsonRDD(JavaRDD<String>) As of 1.4.0, replaced by read().json().
org.apache.spark.sql.SQLContext.jsonRDD(JavaRDD<String>, double) As of 1.4.0, replaced by read().json().
org.apache.spark.sql.SQLContext.jsonRDD(JavaRDD<String>, StructType) As of 1.4.0, replaced by read().json().
org.apache.spark.sql.SQLContext.jsonRDD(RDD<String>) As of 1.4.0, replaced by read().json().
org.apache.spark.sql.SQLContext.jsonRDD(RDD<String>, double) As of 1.4.0, replaced by read().json().
org.apache.spark.sql.SQLContext.jsonRDD(RDD<String>, StructType) As of 1.4.0, replaced by read().json().
org.apache.spark.ml.feature.StringIndexerModel.labels() `labels` is deprecated and will be removed in 3.1.0. Use `labelsArray` instead. Since 3.0.0.
org.apache.spark.sql.SQLContext.load(String) As of 1.4.0, replaced by read().load(path).
org.apache.spark.sql.SQLContext.load(String, Map<String, String>) As of 1.4.0, replaced by read().format(source).options(options).load().
org.apache.spark.sql.SQLContext.load(String, Map<String, String>) As of 1.4.0, replaced by read().format(source).options(options).load().
org.apache.spark.sql.SQLContext.load(String, String) As of 1.4.0, replaced by read().format(source).load(path).
org.apache.spark.sql.SQLContext.load(String, StructType, Map<String, String>) As of 1.4.0, replaced by read().format(source).schema(schema).options(options).load().
org.apache.spark.sql.SQLContext.load(String, StructType, Map<String, String>) As of 1.4.0, replaced by read().format(source).schema(schema).options(options).load().
org.apache.spark.sql.functions.monotonicallyIncreasingId() Use monotonically_increasing_id(). Since 2.0.0.
org.apache.spark.sql.SQLImplicits.newBooleanSeqEncoder() use newSequenceEncoder
org.apache.spark.sql.SQLImplicits.newByteSeqEncoder() use newSequenceEncoder
org.apache.spark.sql.SQLImplicits.newDoubleSeqEncoder() use newSequenceEncoder
org.apache.spark.sql.SQLImplicits.newFloatSeqEncoder() use newSequenceEncoder
org.apache.spark.sql.SQLImplicits.newIntSeqEncoder() use newSequenceEncoder
org.apache.spark.sql.SQLImplicits.newLongSeqEncoder() use newSequenceEncoder
org.apache.spark.sql.SQLImplicits.newProductSeqEncoder(TypeTags.TypeTag<A>) use newSequenceEncoder
org.apache.spark.sql.SQLImplicits.newShortSeqEncoder() use newSequenceEncoder
org.apache.spark.sql.SQLImplicits.newStringSeqEncoder() use newSequenceEncoder
org.apache.spark.scheduler.SparkListenerInterface.onExecutorBlacklisted(SparkListenerExecutorBlacklisted) use onExecutorExcluded instead. Since 3.1.0.
org.apache.spark.scheduler.SparkListenerInterface.onExecutorBlacklistedForStage(SparkListenerExecutorBlacklistedForStage) use onExecutorExcludedForStage instead. Since 3.1.0.
org.apache.spark.scheduler.SparkListenerInterface.onExecutorUnblacklisted(SparkListenerExecutorUnblacklisted) use onExecutorUnexcluded instead. Since 3.1.0.
org.apache.spark.scheduler.SparkListenerInterface.onNodeBlacklisted(SparkListenerNodeBlacklisted) use onNodeExcluded instead. Since 3.1.0.
org.apache.spark.scheduler.SparkListenerInterface.onNodeBlacklistedForStage(SparkListenerNodeBlacklistedForStage) use onNodeExcludedForStage instead. Since 3.1.0.
org.apache.spark.scheduler.SparkListenerInterface.onNodeUnblacklisted(SparkListenerNodeUnblacklisted) use onNodeUnexcluded instead. Since 3.1.0.
org.apache.spark.sql.SQLContext.parquetFile(Seq<String>) Use read.parquet() instead. Since 1.4.0.
org.apache.spark.sql.SQLContext.parquetFile(String...) As of 1.4.0, replaced by read().parquet().
org.apache.spark.sql.UDFRegistration.register(String, UserDefinedAggregateFunction) this method and the use of UserDefinedAggregateFunction are deprecated. Aggregator[IN, BUF, OUT] should now be registered as a UDF via the functions.udaf(agg) method.
org.apache.spark.sql.Dataset.registerTempTable(String) Use createOrReplaceTempView(viewName) instead. Since 2.0.0.
org.apache.spark.sql.SQLContext.setActive(SQLContext) Use SparkSession.setActiveSession instead. Since 2.0.0.
org.apache.spark.sql.functions.toDegrees(Column) Use degrees. Since 2.1.0.
org.apache.spark.sql.functions.toDegrees(String) Use degrees. Since 2.1.0.
org.apache.spark.sql.functions.toRadians(Column) Use radians. Since 2.1.0.
org.apache.spark.sql.functions.toRadians(String) Use radians. Since 2.1.0.
org.apache.spark.sql.functions.udf(Object, DataType) Scala `udf` method with return type parameter is deprecated. Please use Scala `udf` method without return type parameter. Since 3.0.0.

Deprecated Constructors

Constructor and Description
org.apache.spark.sql.SQLContext(JavaSparkContext) Use SparkSession.builder instead. Since 2.0.0.
org.apache.spark.sql.SQLContext(SparkContext) Use SparkSession.builder instead. Since 2.0.0.