pyspark.RDD.treeReduce

RDD.treeReduce(f: Callable[[T, T], T], depth: int = 2) → T

Reduces the elements of this RDD in a multi-level tree pattern.

New in version 1.3.0.

Parameters

ffunction

the reduce function

depthint, optional, default 2

suggested depth of the tree (default: 2)

Returns

T

the aggregated result

See also

RDD.reduce()

RDD.aggregate()

RDD.treeAggregate()

Examples

>>> add = lambda x, y: x + y
>>> rdd = sc.parallelize([-5, -4, -3, -2, -1, 1, 2, 3, 4], 10)
>>> rdd.treeReduce(add)
-5
>>> rdd.treeReduce(add, 1)
-5
>>> rdd.treeReduce(add, 2)
-5
>>> rdd.treeReduce(add, 5)
-5
>>> rdd.treeReduce(add, 10)
-5

pyspark.RDD.treeAggregate pyspark.RDD.union