movingMin()

Create a Stream that represents the moving minimum of a Stream<T> looking back windowSize elements.

Implementation Notes

This implementation is suitable for streams whose elements implement Comparable, for a version that takes user-specified Comparator see movingMinBy(). Nulls are ignored and play no part in calculations.

Signatures

movingMin(int windowSize)

  • windowSize - How many trailing elements to calculate the minimum value over

Additional Methods

MethodPurpose
excludePartialValues()When calculating the moving minimum values, and the full size of the window has not yet been reached, the gatherer should suppress emitting values until the lookback window is full. See example.
withOriginal()Emit both the original stream element and its calculated moving minimum value wrapped in a WithOriginal object. See example.

Examples

Moving minimum over a window size 3

Stream
    .of(3, 2, 1, 3, 4)
    .gather(Gatherers4j.movingMin(3))
    .toList();

// [ 3, 2, 1, 1, 1 ]

Excluding partial values

Showing that in-process moving minimum values are not emitted for each element until the lookback window has been filled.

Stream
    .of(3, 2, 1, 3, 4)
    .gather(Gatherers4j.movingMin(3).excludePartialValues())
    .toList();

// [ 1, 1, 1 ]

Showing nulls are ignored by default

Stream
    .of(null, 3, null, 2, 1, 3, 4)
    .gather(Gatherers4j.movingMin(3))
    .toList();

// [ 3, 2, 1, 1, 1 ]

Emit original value and calculated value

Note that this call may need a type witness due to generic type erasure in Java.

Stream
    .of(3, 2, 1, 3, 4)
    .gather(Gatherers4j.<Integer>movingMin(3).withOriginal())
    .toList();

// [
//   WithOriginal[original=3, calculated=3], 
//   WithOriginal[original=2, calculated=2], 
//   WithOriginal[original=1, calculated=1], 
//   WithOriginal[original=3, calculated=1], 
//   WithOriginal[original=4, calculated=1]
// ]