-Re: Throughput of HDFSSink
Pankaj Gupta 2012-11-09, 19:27
Wow, with StressSource I am able to get ~6000 events/sec per flow, which matches the benchmark here:
Thanks for the tip.
On Nov 9, 2012, at 10:28 AM, Pankaj Gupta <[EMAIL PROTECTED]> wrote:
> Thanks for letting me know about the StressSource. I'll give that a try.
> On Nov 9, 2012, at 8:10 AM, Brock Noland <[EMAIL PROTECTED]> wrote:
>> For performance testing I highly recommend org.apache.flume.source.StressSource
>> Perhaps try that?
>> On Thu, Nov 8, 2012 at 7:43 PM, Pankaj Gupta <[EMAIL PROTECTED]> wrote:
>> What is the throughput I can expect when writing to the HDFS Sink. Here is the flume config I'm using:
>> # in this case called 'agent'
>> # Define a memory channel called ch1 on agent1
>> agent1.channels.ch1.type = memory
>> # Define an exec source called exec-source1 on agent1 and tell it
>> # to bind to 0.0.0.0:41414. Connect it to channel ch1.
>> agent1.sources.exec-source1.channels = ch1
>> agent1.sources.exec-source1.type = exec
>> agent1.sources.exec-source1.restart = true
>> agent1.sources.exec-source1.batchSize = 100
>> agent1.sources.exec-source1.command = /home/ubuntu/flume/linesource.sh
>> # Define a logger sink that simply logs all events it receives
>> # and connect it to the other end of the same channel.
>> agent1.sinks.hdfs-sink1.channel = ch1
>> agent1.sinks.hdfs-sink1.type = hdfs
>> agent1.sinks.hdfs-sink1.hdfs.path = hdfs://ip-10-000-000-000.ec2.internal/user/ubuntu/event
>> agent1.sinks.hdfs-sink1.hdfs.filePrefix = event
>> agent1.sinks.hdfs-sink1.hdfs.writeFormat = Text
>> agent1.sinks.hdfs-sink1.hdfs.rollInterval = 60
>> agent1.sinks.hdfs-sink1.hdfs.rollCount = 0
>> agent1.sinks.hdfs-sink1.hdfs.rollSize = 0
>> agent1.sinks.hdfs-sink1.hdfs.fileType = DataStream
>> agent1.sinks.hdfs-sink1.hdfs.batchSize = 1000
>> # Finally, now that we've defined all of our components, tell
>> # agent1 which ones we want to activate.
>> agent1.channels = ch1
>> agent1.sources = exec-source1
>> agent1.sinks = hdfs-sink1
>> So far I only get about 20Mb/min or less than 1 Mb/sec. I am wondering how far it can be improved. Is there any Benchmark on HDFS Sink performance.
>> Thanks in Advance,
>> Apache MRUnit - Unit testing MapReduce - http://incubator.apache.org/mrunit/