DataSet<CustomType> ds = CollectionDataSets.getCustomTypeDataSet(env);
DataSet<CustomType> customMapDs = ds.
map(new MapFunction<CustomType, CustomType>() {
private static final long serialVersionUID = 1L;
private final CustomType out = new CustomType();
@Override
public CustomType map(CustomType value) throws Exception {
out.myInt = value.myInt;
out.myLong = value.myLong;
out.myString = value.myString.toLowerCase();
return out;
}
});
customMapDs.writeAsText(resultPath);
env.execute();
// return expected result
return "1,0,hi\n" +
"2,1,hello\n" +
"2,2,hello world\n" +
"3,3,hello world, how are you?\n" +
"3,4,i am fine.\n" +
"3,5,luke skywalker\n" +
"4,6,comment#1\n" +
"4,7,comment#2\n" +
"4,8,comment#3\n" +
"4,9,comment#4\n" +
"5,10,comment#5\n" +
"5,11,comment#6\n" +
"5,12,comment#7\n" +
"5,13,comment#8\n" +
"5,14,comment#9\n" +
"6,15,comment#10\n" +
"6,16,comment#11\n" +
"6,17,comment#12\n" +
"6,18,comment#13\n" +
"6,19,comment#14\n" +
"6,20,comment#15\n";
}
case 7: {
/*
* Test mapper if UDF returns input object - increment first field of a tuple
*/
final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();
DataSet<Tuple3<Integer, Long, String>> ds = CollectionDataSets.get3TupleDataSet(env);
DataSet<Tuple3<Integer, Long, String>> inputObjMapDs = ds.
map(new MapFunction<Tuple3<Integer, Long, String>, Tuple3<Integer, Long, String>>() {
private static final long serialVersionUID = 1L;
@Override
public Tuple3<Integer, Long, String> map(Tuple3<Integer, Long, String> value)
throws Exception {
Integer incr = new Integer(value.f0.intValue() + 1);
value.setField(incr, 0);
return value;
}
});
inputObjMapDs.writeAsCsv(resultPath);
env.execute();
// return expected result
return "2,1,Hi\n" +
"3,2,Hello\n" +
"4,2,Hello world\n" +
"5,3,Hello world, how are you?\n" +
"6,3,I am fine.\n" +
"7,3,Luke Skywalker\n" +
"8,4,Comment#1\n" +
"9,4,Comment#2\n" +
"10,4,Comment#3\n" +
"11,4,Comment#4\n" +
"12,5,Comment#5\n" +
"13,5,Comment#6\n" +
"14,5,Comment#7\n" +
"15,5,Comment#8\n" +
"16,5,Comment#9\n" +
"17,6,Comment#10\n" +
"18,6,Comment#11\n" +
"19,6,Comment#12\n" +
"20,6,Comment#13\n" +
"21,6,Comment#14\n" +
"22,6,Comment#15\n";
}
case 8: {
/*
* Test map with broadcast set
*/
final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();
DataSet<Integer> ints = CollectionDataSets.getIntegerDataSet(env);
DataSet<Tuple3<Integer, Long, String>> ds = CollectionDataSets.get3TupleDataSet(env);
DataSet<Tuple3<Integer, Long, String>> bcMapDs = ds.
map(new RichMapFunction<Tuple3<Integer,Long,String>, Tuple3<Integer,Long,String>>() {
private static final long serialVersionUID = 1L;
private final Tuple3<Integer, Long, String> out = new Tuple3<Integer, Long, String>();
private Integer f2Replace = 0;
@Override
public void open(Configuration config) {
Collection<Integer> ints = this.getRuntimeContext().getBroadcastVariable("ints");
int sum = 0;
for(Integer i : ints) {
sum += i;
}
f2Replace = sum;
}
@Override
public Tuple3<Integer, Long, String> map(Tuple3<Integer, Long, String> value)
throws Exception {
out.setFields(f2Replace, value.f1, value.f2);
return out;
}
}).withBroadcastSet(ints, "ints");
bcMapDs.writeAsCsv(resultPath);
env.execute();