Hi Rakhi,
Sorry, not yet. This is not an easy thing to replicate. I will try
though over the next few days if I find time. A few things to note
though first. The way filters work is that they do *not* let filtered
rows through but actually filters them out. That means you logic seems
reversed:
final RowFilterInterface colFilter = new
ColumnValueFilter("Status:".getBytes(), ColumnValueFilter.CompareOp.EQUAL,
"UNCOLLECTED".getBytes());
setRowFilter(colFilter);
I think you *want* the uncollected columns to be processed? At least
that is what you said below :) So you will have to filter all other rows
out of the set that are NOT EQUAL to "UNCOLLECTED".
Second, be careful with "UNCOLLECTED".getBytes() as that uses you
systems default encoding. Better use Bytes.toBytes("UNCOLLECTED") - but
that should of course match the way you store those strings in the first
place. The filters do a byte level compare so that is very sensitive.
This does not address yet why you see both values or have matches at
all. It rather sounds like the filter is not active?
And lastly, using the ColumnValueFilter will always let throw all rows!
It is designed to strip out the columns of each row, but not filter on
the row itself. Is that what you want? If not you may have to use a
different filter class.
Lars
Rakhi Khatwani wrote:
Hi Lars,
Just wanted to follow up, did you try out the column value
filter? did it work??
i really need it to improve the performance of my map-reduce programs.
Thanks a ton,
Raakhi
On Wed, Apr 8, 2009 at 12:49 PM, Rakhi Khatwani <[email protected]>wrote:
Hi Lars,
Well the details are as follows:
table1 has the rowkey as some url, and 2 ColumnFamilies as described below:
one columnFamily called content and
one columnFamily called status [which takes the values ANALYSED,
UNANALYSED] (all in upper case... i checked it, there is no issue with the
spelling/case).
Hope this helps,
Thanks.
Rakhi
On Wed, Apr 8, 2009 at 1:59 PM, Lars George <[email protected]> wrote:
Hi Rakhi,
Wow, same here. I copied your RowFilter line and when I press the dot key
and the fly up opens Eclipse hangs. Nice... NOT!
Apart from that, you are also saying that the filter is not working as
expected? Do you use any column qualifiers for the "Status:" column? Are the
values in the correct casing, i.e. are the values stored in uppercase as you
have it in your example below? I assume the comparison is byte sensitive.
Please give us more details, maybe a small sample table dump so that we can
test this?
Lars
Rakhi Khatwani wrote:
Hi,
I did try the filter... but using ColumnValueFilter. i declared
a
ColumnValueFilter as follows:
public class TableInputFilter extends TableInputFormat
implements JobConfigurable {
public void configure(final JobConf jobConf) {
setHtable(tablename);
setInputColumns(columnName);
final RowFilterInterface colFilter =
new
ColumnValueFilter("Status:".getBytes(),
ColumnValueFilter.CompareOp.EQUAL,
"UNCOLLECTED".getBytes());
setRowFilter(colFilter);
}
}
and thn i use my class as the input format to my map function.
in my map function, i set my log to display the value of my Status Column
family.
when i execute my map reduce function, it displays "Status:: Uncollected"
for some rows
and Status = "Collected" for rest of the rows.
but what i want is to send only those records whose 'Status: is
uncollected'.
i even considered using the method filterRow described by the API as
follows:
boolean *filterRow<
http://hadoop.apache.org/hbase/docs/current/api/org/apache/hadoop/hbase/filter/ColumnValueFilter.html#filterRow%28java.util.SortedMap%29
*(SortedMap<
http://java.sun.com/javase/6/docs/api/java/util/SortedMap.html?is-external=true
<byte[],Cell<
http://hadoop.apache.org/hbase/docs/current/api/org/apache/hadoop/hbase/io/Cell.html
columns)
Filter on the fully assembled row.
but as soon as i type colFilter followed by a '.', my eclipse hangs.
its really weird... i have tried it on 3 different machines (2 machines
on
linux running eclipse gannymade 3.4 and one on windows using myEclipse).
i dunno if i am going wrong somewhere
Thanks,
Raakhi
On Tue, Apr 7, 2009 at 7:18 PM, Lars George <[email protected]> wrote:
Hi Rakhi,
The way the filters work is that you either use the supplied filters or
create your own subclasses - but then you will have to deploy that class
to
all RegionServers while adding it to their respective hbase-env.sh (in
the
"export HBASE_CLASSPATH" variable). We are discussing currently if this
could be done dynamically (
https://issues.apache.org/jira/browse/HBASE-1288).
Once you have that done or use one of the supplied one then you can
assign
the filter by overriding the TableInputFormat's configure() method and
assign it like so:
public void configure(JobConf job) {
RegExpRowFilter filter = new RegExpRowFilter("ABC.*");
setRowFilter(filter);
}
As Tim points out, setting the whole thing up is done in your main M/R
tool
based application, similar to:
JobConf job = new JobConf(...);
TableMapReduceUtil.initTableMapJob("<table-name>", "<colums>",
IdentityTableMap.class,
ImmutableBytesWritable.class, RowResult.class, job);
job.setReducerClass(MyTableReduce.class);
job.setInputFormat(MyTableInputFormat.class);
job.setOutputFormat(MyTableOutputFormat.class);
Of course depending on what classes you want to replace or if this is a
Reduce oriented job (means a default identity + filter map and all the
work
done in the Reduce phase) or the other way around. But the principles
and
filtering are the same.
HTH,
Lars
Rakhi Khatwani wrote:
Thanks Ryan, i will try that
On Tue, Apr 7, 2009 at 3:05 PM, Ryan Rawson <[email protected]>
wrote:
there is a server-side mechanism to filter rows, it's found in the
org.apache.hadoop.hbase.filter package. im not sure how this interops
with
the TableInputFormat exactly.
setting a filter to reduce the # of rows returned is pretty much
exactly
what you want.
On Tue, Apr 7, 2009 at 2:26 AM, Rakhi Khatwani <
[email protected]
wrote:
Hi,
i have a map reduce program with which i read from a hbase table.
In my map program i check if the column value of a is xxx, if yes
then
continue with processing else skip it.
however if my table is really big, most of my time in the map gets
wasted
for processing unwanted rows.
is there any way through which we could send a subset of rows (based
on
the
value of a particular column family) to the map???
i have also gone through TableInputFormatBase but am not able to
figure
out
how do we set the input format if we are using TableMapReduceUtil
class
to
initialize table map jobs. or is there any other way i could use it.
Thanks in Advance,
Raakhi.
