Re: Data loss - Spark streaming and network receiver

2014-08-18 Thread Wei Liu
o >>> offer a data acknowledging mechanism, so custom Receiver can use this >>> acknowledgement to do checkpoint or recovery, like Storm. >>> >>> >>> >>> Besides, driver failure is another story need to be carefully >>> considered. So currently it is

Re: Data loss - Spark streaming and network receiver

2014-08-18 Thread Wei Liu
make sure no data loss in Spark Streaming, still >> need to improve at some points J. >> >> >> >> Thanks >> >> Jerry >> >> >> >> *From:* Tobias Pfeiffer [mailto:t...@preferred.jp] >> *Sent:* Tuesday, August 19, 2014 10:47 AM >

Re: Data loss - Spark streaming and network receiver

2014-08-18 Thread Dibyendu Bhattacharya
me points J. > > > > Thanks > > Jerry > > > > *From:* Tobias Pfeiffer [mailto:t...@preferred.jp] > *Sent:* Tuesday, August 19, 2014 10:47 AM > *To:* Wei Liu > *Cc:* user > *Subject:* Re: Data loss - Spark streaming and network receiver > > > > Hi

RE: Data loss - Spark streaming and network receiver

2014-08-18 Thread Shao, Saisai
, still need to improve at some points ☺. Thanks Jerry From: Tobias Pfeiffer [mailto:t...@preferred.jp] Sent: Tuesday, August 19, 2014 10:47 AM To: Wei Liu Cc: user Subject: Re: Data loss - Spark streaming and network receiver Hi Wei, On Tue, Aug 19, 2014 at 10:18 AM, Wei Liu mailto:wei

Re: Data loss - Spark streaming and network receiver

2014-08-18 Thread Tobias Pfeiffer
Hi Wei, On Tue, Aug 19, 2014 at 10:18 AM, Wei Liu wrote: > > Since our application cannot tolerate losing customer data, I am wondering > what is the best way for us to address this issue. > 1) We are thinking writing application specific logic to address the data > loss. To us, the problem seems

Data loss - Spark streaming and network receiver

2014-08-18 Thread Wei Liu
We are prototyping an application with Spark streaming and Kinesis. We use kinesis to accept incoming txn data, and then process them using spark streaming. So far we really liked both technologies, and we saw both technologies are getting mature rapidly. We are almost settled to use these two tech