ReQL command: fold

Command syntax

sequence.fold(base, function) → value
sequence.fold(base, function, :emit => function[, :final_emit => function]) → sequence

Description

Apply a function to a sequence in order, maintaining state via an accumulator. The fold command returns either a single value or a new sequence.

In its first form, fold operates like reduce, returning a value by applying a combining function to each element in a sequence. The combining function takes two parameters: the previous reduction result (the accumulator) and the current element. However, fold has the following differences from reduce:

• it is guaranteed to proceed through the sequence from first element to last.
• it passes an initial base value to the function with the first element in place of the previous reduction result.

combining_function(accumulator | base, element) → new_accumulator

In its second form, fold operates like concat_map, returning a new sequence rather than a single value. When an emit function is provided, fold will:

• proceed through the sequence in order and take an initial base value, as above.
• for each element in the sequence, call both the combining function and a separate emitting function. The emitting function takes three parameters: the previous reduction result (the accumulator), the current element, and the output from the combining function (the new value of the accumulator).

If provided, the emitting function must return a list.

emit(previous_accumulator, element, accumulator) → array

A finalEmit function may also be provided, which will be called at the end of the sequence. It takes a single parameter: the result of the last reduction through the iteration (the accumulator), or the original base value if the input sequence was empty. This function must return a list, which will be appended to fold’s output stream.

final_emit(accumulator | base) → array

Example: Concatenate words from a list.

r.table('words').order_by('id').fold('',
    lambda { |acc, word| acc + r.branch(acc.eq(''), '', ', ') + word }
).run(conn)

(This example could be implemented with reduce, but fold will preserve the order when words is a RethinkDB table or other stream, which is not guaranteed with reduce.)

Example: Return every other row in a table.

r.table('players').fold(0,
    lambda { |acc, row| acc + 1 },
    :emit => lambda { |acc, row, new_acc| r.branch((new_acc % 2).eq(0), [row], []) }
).run(conn)

The first function increments the accumulator each time it’s called, starting at 0; the second function, the emitting function, alternates between returning a single-item list containing the current row or an empty list. The fold command will return a concatenated list of each emitted value.

Example: Compute a five-day running average for a weight tracker.

r.table('tracker').filter({:name => 'bob'}).order_by('date')['weight'].fold(
    [],
    lambda { |acc, row| ([row] + acc).limit(5) },
    :emit => lambda {
        |acc, row, new_acc| r.branch(new_acc.size().eq(5), [new_acc.avg()], [])
    }
).run(conn)