If this is 2.1 AND you do deletes AND you have a non-zero number of failed 
writes (timeouts), it’s possibly short reads

3.0 fixes this ( https://issues.apache.org/jira/browse/CASSANDRA-12872 ), it 
won’t be backported to 2.1 because it’s a significant change to how reads are 
executed


-- 
Jeff Jirsa


> On Oct 13, 2018, at 7:24 PM, Naik, Ninad <ninad.n...@epsilon.com> wrote:
> 
> Thanks Maitrayee. I should have mentioned this as one of the things we 
> verified. The clocks on cassandra nodes are in sync. 
> From: maitrayee shah <koolja...@yahoo.com.INVALID>
> Sent: Friday, October 12, 2018 6:40:25 PM
> To: user@cassandra.apache.org
> Subject: Re: Cassandra: Inconsistent data on reads (LOCAL_QUORUM)
>  
> [ This email has been sent from a source external to Epsilon. Please use 
> caution when clicking links or opening attachments. ]
> 
> We have seen inconsistent read if the clock on the nodes are not in sync. 
> 
> 
> Thank you 
> 
> Sent from my iPhone
> 
> On Oct 12, 2018, at 1:50 PM, Naik, Ninad <ninad.n...@epsilon.com> wrote:
> 
>> Hello,
>> 
>> We're seeing inconsistent data while doing reads on cassandra. Here are the 
>> details:
>> 
>> It's is a wide column table. The columns can be added my multiple machines, 
>> and read by multiple machines. The time between writes and reads are in 
>> minutes, but sometimes can be in seconds. Writes happen every 2 minutes.
>> 
>> Now, while reading we're seeing the following cases of inconsistent reads:
>> 
>> One column was added. If a read was done after the column was added (20 secs 
>> to 2 minutes after the write), Cassandra returns no data. As if the key 
>> doesn't exist. If the application retries, it gets the data.
>> A few columns exist for a row key. And a new column 'n' was added. Again, a 
>> read happens a few minutes after the write. This time, only the latest 
>> column 'n' is returned. In this case the app doesn't know that the data is 
>> incomplete so it doesn't retry. If we manually retry, we see all the columns.
>> A few columns exist for a row key. And a new column 'n' is added. When a 
>> read happens after the write, all columns but 'n' are returned.
>> Here's what we've verified:
>> 
>> Both writes and reads are using 'LOCAL_QUORUM' consistency level.
>> The replication is within local data center. No remote data center is 
>> involved in the read or write.
>> During the inconsistent reads, none of the nodes are undergoing GC pauses
>> There are no errors in cassandra logs
>> Reads always happen after the writes.
>> A few other details: Cassandra version: 2.1.9 DataStax java driver version: 
>> 2.1.10.2 Replication Factor: 3
>> 
>> We don't see this problem in lower environments. We have seen this happen 
>> once or twice last year, but since last few days it's happening quite 
>> frequently. On an average 2 inconsistent reads every minute.
>> 
>> Here's how the table definition looks like:
>> 
>> CREATE TABLE "MY_TABLE" (
>>   key text,
>>   sub_key text,
>>   value text,
>>   PRIMARY KEY ((key), sub_key)
>> ) WITH
>>   bloom_filter_fp_chance=0.010000 AND
>>   caching='{"keys":"ALL", "rows_per_partition":"NONE"}' AND
>>   comment='' AND
>>   dclocal_read_repair_chance=0.100000 AND
>>   gc_grace_seconds=864000 AND
>>   read_repair_chance=0.000000 AND
>>   default_time_to_live=0 AND
>>   speculative_retry='ALWAYS' AND
>>   memtable_flush_period_in_ms=0 AND
>>   compaction={'class': 'SizeTieredCompactionStrategy'} AND
>>   compression={'sstable_compression': 'LZ4Compressor'};
>> Please point us in the right direction. Thanks !
>> 
>>  
>> 
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