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From: Lu Niu <qqibrow@gmail.com>
Date: Thu, 23 Apr 2020 21:37:45 -0700
Message-ID: <CAP34uT9g4jHEH1nitBnYvzdgVgBQBO8oahpd8E_0ND_qRwwxag@mail.gmail.com>
Subject: Re: Debug Slowness in Async Checkpointing
To: Robert Metzger <rmetzger@apache.org>
Cc: user <user@flink.apache.org>, carp84@gmail.com
Content-Type: multipart/related; boundary="000000000000e85d6305a401ed99"

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Hi, Robert

Thanks for relying. Yeah. After I added monitoring on the above path, it
shows the slowness did come from uploading file to s3. Right now I am still
investigating the issue. At the same time, I am trying PrestoS3FileSystem
to check whether that can mitigate the problem.

Best
Lu

On Thu, Apr 23, 2020 at 8:10 AM Robert Metzger <rmetzger@apache.org> wrote:

> Hi Lu,
>
> were you able to resolve the issue with the slow async checkpoints?
>
> I've added Yu Li to this thread. He has more experience with the state
> backends to decide which monitoring is appropriate for such situations.
>
> Best,
> Robert
>
>
> On Tue, Apr 21, 2020 at 10:50 PM Lu Niu <qqibrow@gmail.com> wrote:
>
>> Hi, Robert
>>
>> Thanks for replying. To improve observability , do you think we should
>> expose more metrics in checkpointing? for example, in incremental
>> checkpoint, the time spend on uploading sst files?
>> https://github.com/apache/flink/blob/5b71c7f2fe36c760924848295a8090898cb10f15/flink-state-backends/flink-statebackend-rocksdb/src/main/java/org/apache/flink/contrib/streaming/state/snapshot/RocksIncrementalSnapshotStrategy.java#L319
>>
>> Best
>> Lu
>>
>>
>> On Fri, Apr 17, 2020 at 11:31 AM Robert Metzger <rmetzger@apache.org>
>> wrote:
>>
>>> Hi,
>>> did you check the TaskManager logs if there are retries by the s3a file
>>> system during checkpointing?
>>>
>>> I'm not aware of any metrics in Flink that could be helpful in this
>>> situation.
>>>
>>> Best,
>>> Robert
>>>
>>> On Tue, Apr 14, 2020 at 12:02 AM Lu Niu <qqibrow@gmail.com> wrote:
>>>
>>>> Hi, Flink users
>>>>
>>>> We notice sometimes async checkpointing can be extremely slow, leading
>>>> to checkpoint timeout. For example, For a state size around 2.5MB, it could
>>>> take 7~12min in async checkpointing:
>>>>
>>>> [image: Screen Shot 2020-04-09 at 5.04.30 PM.png]
>>>>
>>>> Notice all the slowness comes from async checkpointing, no delay in
>>>> sync part and barrier assignment. As we use rocksdb incremental
>>>> checkpointing, I notice the slowness might be caused by uploading the file
>>>> to s3. However, I am not completely sure since there are other steps in
>>>> async checkpointing. Does flink expose fine-granular metrics to debug such
>>>> slowness?
>>>>
>>>> setup: flink 1.9.1, rocksdb incremental state backend,
>>>> S3AHaoopFileSystem
>>>>
>>>> Best
>>>> Lu
>>>>
>>>

--000000000000e85d6205a401ed98
Content-Type: text/html; charset="UTF-8"
Content-Transfer-Encoding: quoted-printable

<div dir=3D"ltr">Hi, Robert<div><br></div><div>Thanks for relying. Yeah. Af=
ter I added monitoring on the above path, it shows the slowness=C2=A0did co=
me from uploading file to s3. Right now I am still investigating the issue.=
 At the same time, I am trying PrestoS3FileSystem to check whether that can=
 mitigate the problem.</div><div><br></div><div>Best</div><div>Lu</div></di=
v><br><div class=3D"gmail_quote"><div dir=3D"ltr" class=3D"gmail_attr">On T=
hu, Apr 23, 2020 at 8:10 AM Robert Metzger &lt;<a href=3D"mailto:rmetzger@a=
pache.org">rmetzger@apache.org</a>&gt; wrote:<br></div><blockquote class=3D=
"gmail_quote" style=3D"margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(2=
04,204,204);padding-left:1ex"><div dir=3D"ltr">Hi Lu,<div><br></div><div>we=
re you able to resolve the issue with the slow async checkpoints?</div><div=
><br></div><div>I&#39;ve added Yu Li to this thread. He has more experience=
 with the state backends to decide which monitoring is appropriate for such=
 situations.</div><div><br></div><div>Best,</div><div>Robert</div><div><br>=
</div></div><br><div class=3D"gmail_quote"><div dir=3D"ltr" class=3D"gmail_=
attr">On Tue, Apr 21, 2020 at 10:50 PM Lu Niu &lt;<a href=3D"mailto:qqibrow=
@gmail.com" target=3D"_blank">qqibrow@gmail.com</a>&gt; wrote:<br></div><bl=
ockquote class=3D"gmail_quote" style=3D"margin:0px 0px 0px 0.8ex;border-lef=
t:1px solid rgb(204,204,204);padding-left:1ex"><div dir=3D"ltr">Hi, Robert<=
div><br></div><div>Thanks for replying. To improve observability=C2=A0, do =
you think we should expose more metrics in checkpointing? for example, in i=
ncremental checkpoint, the time spend on uploading sst files?=C2=A0<a href=
=3D"https://github.com/apache/flink/blob/5b71c7f2fe36c760924848295a8090898c=
b10f15/flink-state-backends/flink-statebackend-rocksdb/src/main/java/org/ap=
ache/flink/contrib/streaming/state/snapshot/RocksIncrementalSnapshotStrateg=
y.java#L319" target=3D"_blank">https://github.com/apache/flink/blob/5b71c7f=
2fe36c760924848295a8090898cb10f15/flink-state-backends/flink-statebackend-r=
ocksdb/src/main/java/org/apache/flink/contrib/streaming/state/snapshot/Rock=
sIncrementalSnapshotStrategy.java#L319</a></div><div><br></div><div>Best</d=
iv><div>Lu</div><div><br></div></div><br><div class=3D"gmail_quote"><div di=
r=3D"ltr" class=3D"gmail_attr">On Fri, Apr 17, 2020 at 11:31 AM Robert Metz=
ger &lt;<a href=3D"mailto:rmetzger@apache.org" target=3D"_blank">rmetzger@a=
pache.org</a>&gt; wrote:<br></div><blockquote class=3D"gmail_quote" style=
=3D"margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding=
-left:1ex"><div dir=3D"ltr">Hi,<div>did you check the TaskManager logs if t=
here are retries by the s3a file system during checkpointing?</div><div><br=
></div><div>I&#39;m not aware of any metrics in Flink that could be helpful=
 in this situation.</div><div><br></div><div>Best,</div><div>Robert</div></=
div><br><div class=3D"gmail_quote"><div dir=3D"ltr" class=3D"gmail_attr">On=
 Tue, Apr 14, 2020 at 12:02 AM Lu Niu &lt;<a href=3D"mailto:qqibrow@gmail.c=
om" target=3D"_blank">qqibrow@gmail.com</a>&gt; wrote:<br></div><blockquote=
 class=3D"gmail_quote" style=3D"margin:0px 0px 0px 0.8ex;border-left:1px so=
lid rgb(204,204,204);padding-left:1ex"><div dir=3D"ltr">Hi, Flink users<div=
><br></div><div>We notice sometimes async checkpointing=C2=A0can be extreme=
ly=C2=A0slow, leading to checkpoint timeout. For example, For a state size =
around 2.5MB, it could take 7~12min in async checkpointing:</div><div><br><=
/div><div><div><img src=3D"cid:ii_k8z0go940" alt=3D"Screen Shot 2020-04-09 =
at 5.04.30 PM.png" width=3D"542" height=3D"203"><br></div></div><div><br></=
div><div>Notice all the slowness comes from async checkpointing, no delay i=
n sync part and barrier assignment. As we use rocksdb incremental checkpoin=
ting, I notice the slowness might be caused by uploading the file to s3. Ho=
wever, I am not completely sure since there are other steps in async checkp=
ointing. Does flink expose fine-granular  metrics to debug such slowness?=
=C2=A0</div><div><br></div><div>setup: flink 1.9.1, rocksdb incremental sta=
te backend, S3AHaoopFileSystem</div><div><br></div><div>Best</div><div>Lu</=
div></div>
</blockquote></div>
</blockquote></div>
</blockquote></div>
</blockquote></div>

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