Examples of eu.stratosphere.api.java.ExecutionEnvironment.fromCollection()

Class eu.stratosphere.api.java.ExecutionEnvironment

Examples of eu.stratosphere.api.java.ExecutionEnvironment.fromCollection()

eu.stratosphere.api.java.ExecutionEnvironment.fromCollection()
Creates a DataSet from the given non-empty collection. The type of the data set is that of the elements in the collection. The elements need to be serializable (as defined by {@link java.io.Serializable}), because the framework may move the elements into the cluster if needed.
The framework will try and determine the exact type from the collection elements. In case of generic elements, it may be necessary to manually supply the type information via {@link #fromCollection(Collection,TypeInformation)}.
Note that this operation will result in a non-parallel data source, i.e. a data source with a degree of parallelism of one. @param data The collection of elements to create the data set from. @return A DataSet representing the given collection. @see #fromCollection(Collection,TypeInformation)

  
  @Test
  public void testFieldsAggregate() {
    
    final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();
    DataSet<Tuple5<Integer, Long, String, Long, Integer>> tupleDs = env.fromCollection(emptyTupleData, tupleTypeInfo);


    // should work
    try {
      tupleDs.aggregate(Aggregations.SUM, 1);
    } catch(Exception e) {

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    } catch(Exception e) {
      Assert.fail();
    }
    
    // should not work: not applied to tuple dataset
    DataSet<Long> longDs = env.fromCollection(emptyLongData, BasicTypeInfo.LONG_TYPE_INFO);
    try {
      longDs.aggregate(Aggregations.MIN, 1);
      Assert.fail();
    } catch(InvalidProgramException uoe) {
      // we're good here

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  @Test
  public void testAggregationTypes() {
    try {
      final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();
      DataSet<Tuple5<Integer, Long, String, Long, Integer>> tupleDs = env.fromCollection(emptyTupleData, tupleTypeInfo);
      
      // should work: multiple aggregates
      tupleDs.aggregate(Aggregations.SUM, 0).and(Aggregations.MIN, 4);


      // should work: nested aggregates

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  @Test
  public void testCrossProjection1() {


    final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();
    DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds1 = env.fromCollection(emptyTupleData, tupleTypeInfo);
    DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds2 = env.fromCollection(emptyTupleData, tupleTypeInfo);


    // should work
    try {
      ds1.cross(ds2)

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  @Test
  public void testCrossProjection1() {


    final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();
    DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds1 = env.fromCollection(emptyTupleData, tupleTypeInfo);
    DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds2 = env.fromCollection(emptyTupleData, tupleTypeInfo);


    // should work
    try {
      ds1.cross(ds2)
        .projectFirst(0)

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  @Test
  public void testCrossProjection2() {


    final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();
    DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds1 = env.fromCollection(emptyTupleData, tupleTypeInfo);
    DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds2 = env.fromCollection(emptyTupleData, tupleTypeInfo);


    // should work
    try {
      ds1.cross(ds2)

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  @Test
  public void testCrossProjection2() {


    final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();
    DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds1 = env.fromCollection(emptyTupleData, tupleTypeInfo);
    DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds2 = env.fromCollection(emptyTupleData, tupleTypeInfo);


    // should work
    try {
      ds1.cross(ds2)
        .projectFirst(0,3)

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  @Test
  public void testCrossProjection3() {


    final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();
    DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds1 = env.fromCollection(emptyTupleData, tupleTypeInfo);
    DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds2 = env.fromCollection(emptyTupleData, tupleTypeInfo);


    // should work
    try {
      ds1.cross(ds2)

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  @Test
  public void testCrossProjection3() {


    final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();
    DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds1 = env.fromCollection(emptyTupleData, tupleTypeInfo);
    DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds2 = env.fromCollection(emptyTupleData, tupleTypeInfo);


    // should work
    try {
      ds1.cross(ds2)
        .projectFirst(0)

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  @Test
  public void testCrossProjection4() {


    final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();
    DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds1 = env.fromCollection(emptyTupleData, tupleTypeInfo);
    DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds2 = env.fromCollection(emptyTupleData, tupleTypeInfo);


    // should work
    try {
      ds1.cross(ds2)

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