Applying multiple calculation on data aggregated on window

[Soheil Pourbafrani]

Hi,

Im my environment I need to collect stream of messages into windows based
on some fields as key and then I need to do multiple calculations that will
apply on specaified messages. for example if i had the following messages
on the window:
{ts: 1, key: a, value: 10}
{ts: 1, key: b, value: 0}
{ts: 1, key: c, value: 2}
{ts: 1, key: d, value: 5}
{ts: 1, key: e, value: 6}
{ts: 1, key: f, value: 7}
{ts: 1, key: g, value: 9}

- for the keys a, b and c I need to calculate the average of the values
(12/3=4) and generate another message like {ts: 1, key: abc, value: 4}

- for the key f and d I need to get the sum (5 + 7 = 12) and generate {ts:
1, key: fd, value: 12}

and I don't need the messages with the key e and g

So I did the following:

raw
  .keyBy(4, 5)
  .timeWindow(Time.seconds(5))

but I don't know how flink can help me to apply the logic to the data. I
think I need to use some method other than reduce or aggregate.

Any help will be appreciated.

thanks