A (Rich)SourceFunction that does not implement
RichParallelSourceFunction is always run with a parallelism of 1.
On 19/06/2019 14:36, Flavio Pompermaier wrote:
My sourcefunction is intrinsically single-thread. Is there a way to
force this aspect?
I can't find a real difference between a RichParallelSourceFunction
and a RichSourceFunction.
Is this last (RichSourceFunction) implicitly using parallelism = 1?
On Wed, Jun 19, 2019 at 2:25 PM Chesnay Schepler <ches...@apache.org
<mailto:ches...@apache.org>> wrote:
It returns a list of states so that state can be re-distributed if
the parallelism changes.
If you hard-code the interface to return a single value then
you're implicitly locking the parallelism.
When you reduce the parallelism you'd no longer be able to restore
all state, since you have less instances than stored state.
On 19/06/2019 14:19, Flavio Pompermaier wrote:
It's not clear to me why the source checkpoint returns a list of
object...when it could be useful to use a list instead of a
single value?
The documentation says The returned list should contain one entry
for redistributable unit of state" but this is not very clear to me..
Best,
Flavio
On Wed, Jun 19, 2019 at 12:40 PM Chesnay Schepler
<ches...@apache.org <mailto:ches...@apache.org>> wrote:
This looks fine to me.
What exactly were you worried about?
On 19/06/2019 12:33, Flavio Pompermaier wrote:
> Hi to all,
> in my use case I have to ingest data from a rest service,
where I
> periodically poll the data (of course a queue would be a
better choice
> but this doesn't depend on me).
>
> So I wrote a RichSourceFunction that starts a thread that
poll for new
> data.
> However, I'd like to restart from the last "from" value (in
the case
> the job is stopped).
>
> My initial thought was to write somewhere the last used
date and, on
> job restart, read that date (from a file for example).
However, Flink
> stateful source should be a better choice here...am I
wrong? So I
> made my source function implementing ListCheckpointed<String>:
>
> @Override
> public List<String> snapshotState(long checkpointId, long
timestamp)
> throws Exception {
> return
Collections.singletonList(pollingThread.getDateFromAsString());
> }
> @Override
> public void restoreState(List<String> state) throws Exception {
> for (String dateFrom : state) {
> startDateStr = dateFrom;
> }
> }
>
> @Override
> public void run(SourceContext<MyEvent> ctx) throws Exception {
> final Object lock = ctx.getCheckpointLock();
> Client httpClient = getHttpClient();
> try {
> pollingThread = new
MyPollingThread.Builder(baseUrl,
> httpClient)//
> .setStartDate(startDateStr, datePatternStr)//
> .build();
> // start the polling thread
> new Thread(pr).start();
> .... (etc)
> }
>
> Is this the correct approach or did I misunderstood how
stateful
> source functions work?
>
> Best,
> Flavio
