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  #1 (permalink)  
Old 02-25-2008, 03:22 AM
yoram.ayalon@structuredweb.com
 
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Default clustering factor and uniqueness

I have a table with 17M rows, and a B-tree index with 13M unique
values, and clustering factor almost as large as # of unique values.
Oracle bypasses the index when querying on the field, and if I force it
to use the index will run forever.

i also have 2 other indexes i needed to maintain.
2) bitmap index on another field, only 12K unique values, clustering
factor of 18K
3) index on a subset of field above, only 90 unique values, clustering
factor of 4M.

queries on the 2 indexes above run in reasonable time


my questions:

I understand I have almost the worst possible clustering factor, but,
shouldn't the high selectiveness, almost like a PK, get me reasonable
performance? What if that had been a PK with same very high clustering
factor? Would performance be as bad? I have read this definition of
clustering factor: "A count of how many visits to the table you would
have to make if each entry in the index was read in turn, with
consecutive visits to the same table block not being counted". But if
you have a PK or a highly selective index, why would oracle need to
read each entry in the index ?

What optimization options are available? Will using bitmap help for the
big clustering factor index?
If I have to rebuild the table to match the index order, what will
happen to the other 2 indexes? Will using bitmap indexes help?

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  #2 (permalink)  
Old 02-25-2008, 03:22 AM
xhoster@gmail.com
 
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Default Re: clustering factor and uniqueness

"yoram.ayalon@structuredweb.com" <yoram.ayalon@structuredweb.com> wrote:
> I have a table with 17M rows, and a B-tree index with 13M unique
> values,


So is that 13M values with one row each and 1 value with 4M rows?
Or is it 9M values with 1 row each and 4M values with 2 rows each?

> and clustering factor almost as large as # of unique values.
> Oracle bypasses the index when querying on the field, and if I force it
> to use the index will run forever.
>
> i also have 2 other indexes i needed to maintain.
> 2) bitmap index on another field, only 12K unique values, clustering
> factor of 18K
> 3) index on a subset of field above, only 90 unique values, clustering
> factor of 4M.
>
> queries on the 2 indexes above run in reasonable time
>
> my questions:
>
> I understand I have almost the worst possible clustering factor, but,
> shouldn't the high selectiveness, almost like a PK, get me reasonable
> performance?


That would depend on the query, eh? If the index has good selectivity but
the query does not (i.e. range query, cartesian join, etc), then what do
you get for your trouble?

> What if that had been a PK with same very high clustering
> factor? Would performance be as bad?



That would depend on the query.

> I have read this definition of
> clustering factor: "A count of how many visits to the table you would
> have to make if each entry in the index was read in turn, with
> consecutive visits to the same table block not being counted". But if
> you have a PK or a highly selective index, why would oracle need to
> read each entry in the index ?


That would depend on what the query actually is.

> What optimization options are available?


That would depend on what the query is.
....


Xho

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  #3 (permalink)  
Old 02-25-2008, 03:23 AM
yoram.ayalon@structuredweb.com
 
Posts: n/a
Default Re: clustering factor and uniqueness

thanks for the answer.

>>So is that 13M values with one row each and 1 value with 4M rows?
>>Or is it 9M values with 1 row each and 4M values with 2 rows each?


its the second scenario. most values have 1 row, some values have a low
number of rows, less than 10 is the norm.

>>That would depend on the query


I am using a very simply query.

SELECT * FROM TABLE WHERE X = value;

X is the field indexed, VARCHAR2(9). my test query returns 4 rows

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  #4 (permalink)  
Old 02-25-2008, 03:23 AM
xhoster@gmail.com
 
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Default Re: clustering factor and uniqueness

"yoram.ayalon@structuredweb.com" <yoram.ayalon@structuredweb.com> wrote:
> thanks for the answer.
>
> >>So is that 13M values with one row each and 1 value with 4M rows?
> >>Or is it 9M values with 1 row each and 4M values with 2 rows each?

>
> its the second scenario. most values have 1 row, some values have a low
> number of rows, less than 10 is the norm.
>
> >>That would depend on the query

>
> I am using a very simply query.
>
> SELECT * FROM TABLE WHERE X = value;
>
> X is the field indexed, VARCHAR2(9). my test query returns 4 rows


What is the explain plan for it?

Is value a varchar2? Maybe type conversion is preventing effective
use of the index.

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  #5 (permalink)  
Old 02-25-2008, 03:23 AM
yoram.ayalon@structuredweb.com
 
Posts: n/a
Default Re: clustering factor and uniqueness

I feel so stupid... I was using number instead of varchar2. now its
working MUCH faster

but what does this say about my original question on clustering factor
and uniqueness? what is deemed the best practice in terms of type of
index to use, bitmap or btree, and the need to rebuild table?

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  #6 (permalink)  
Old 02-25-2008, 03:24 AM
Richard Foote
 
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Default Re: clustering factor and uniqueness

<yoram.ayalon@structuredweb.com> wrote in message
news:1143668115.350817.120590@g10g2000cwb.googlegr oups.com...
>I feel so stupid... I was using number instead of varchar2. now its
> working MUCH faster
>
> but what does this say about my original question on clustering factor
> and uniqueness? what is deemed the best practice in terms of type of
> index to use, bitmap or btree, and the need to rebuild table?
>


Hi Yoram,

The clustering factor is simply used by the cost based optimizer to
calculate the cost of accessing the table via the use of the specific index.

Simple example:

A table has 50,000 rows that fit in 50 data blocks (1000 rows per block)

A query is calculated by the CBO to access 10% (or 5,000) of rows in this
table.

The cost of accessing the table via the index is therefore (roughly) the I/O
in reading the index itself (in this example assuming a 2 level index, 1 I/O
for the index root block + 10% of index leaf blocks) + the cost of reading
the table.

The cost of reading the table is simply 10% of the clustering factor.

In the case of a "really good" CF of 50 (i.e. close to the blocks in the
table meaning the data is pretty well sorted in the same manner as the
index) that would by 10% of 50 = 5 blocks.

In the case of a "really bad" CF of 50,000 (i.e. close to the number of rows
in the table meaning the data is scattered all over the place in relation to
the index and each read of the table takes us to a different table block
from the previous read) that would be 10% of 50,000 = 5,000 blocks.

In the case of "an average" CF of 500, that would be 10% of 500 or 50 blocks
(meaning on average having 100 rows of interest in each and every block).

Therefore the CBO is much more likely to use the index in the first example
and not so likely to in the second or third examples.

In the case of a single lookup via a PK, the CF is redundant as we only need
to access the one table block. As Xho suggested, the CF becomes a bigger
issue/differentiator as the cardinality of the query against the table
increases.

Hopes this makes sense and helps.

Cheers

Richard


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  #7 (permalink)  
Old 02-25-2008, 03:24 AM
yoram.ayalon@structuredweb.com
 
Posts: n/a
Default Re: clustering factor and uniqueness

thanks for the support

followup - I rebuilt the index as a bitmap, and also corrected the bug,
now i access it thru its correct type. I only caught ther bug as I was
already rebuilding the index as a bitmap...

the access is really fast now, even though the CF is of course the
same. this tells me Oracle understands that since it has almost as many
distinct keys as a PK it can ignore the high CF

this table is updated in batches, in the OLTP is only selected, thus a
bitmap idnex is feasible.

now I have to rebuilt the index as a b-tree and check the difference. I
wil post the results in case anyone is still interested




I don't think I will rebuilt the table as along as I get results as of
now. At least I have learned a lot about indexes, CF and the all the
other good stuff. thanks again everone

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  #8 (permalink)  
Old 02-25-2008, 03:24 AM
Jonathan Lewis
 
Posts: n/a
Default Re: clustering factor and uniqueness



<yoram.ayalon@structuredweb.com> wrote in message
news:1143752412.171160.252210@e56g2000cwe.googlegr oups.com...
> thanks for the support
>
> followup - I rebuilt the index as a bitmap, and also corrected the bug,
> now i access it thru its correct type. I only caught ther bug as I was
> already rebuilding the index as a bitmap...
>
> the access is really fast now, even though the CF is of course the
> same. this tells me Oracle understands that since it has almost as many
> distinct keys as a PK it can ignore the high CF
>
> this table is updated in batches, in the OLTP is only selected, thus a
> bitmap idnex is feasible.
>
> now I have to rebuilt the index as a b-tree and check the difference. I
> wil post the results in case anyone is still interested
>
>
>
>
> I don't think I will rebuilt the table as along as I get results as of
> now. At least I have learned a lot about indexes, CF and the all the
> other good stuff. thanks again everone
>


For bitmap indexes, the clustering_factor column
is irrelevant - it simply echoes the num_rows
column of user_indexes.

The data distribution pattern is assumed to be
80% packed, 20% scattered for the purposes
of calculating the effective clustering of bitmapped
data. (See Oracle Wait Interface by Richmond
Shee et. al.)



--
Regards

Jonathan Lewis
http://www.oracle.com/technology/com...ce1.html#lewis

The Co-operative Oracle Users' FAQ
http://www.jlcomp.demon.co.uk/faq/ind_faq.html

Cost Based Oracle: Fundamentals
http://www.jlcomp.demon.co.uk/cbo_book/ind_book.html


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  #9 (permalink)  
Old 02-25-2008, 03:25 AM
Mladen Gogala
 
Posts: n/a
Default Re: clustering factor and uniqueness

On Thu, 30 Mar 2006 13:12:08 +0000, Richard Foote wrote:

>
> The clustering factor is simply used by the cost based optimizer to
> calculate the cost of accessing the table via the use of the specific index.


There is an excellent, if somewhat complex presentation on MiracleAS site:

http://www.miracleas.dk/images/uploa...rd%20Foote.pdf

This document explains clustering factor, among other things. It also
shows how to dump index blocks and interpret those dumps. I've been
long waiting for an opportunity to ask author to update it with
the situations from ASSM tablespaces and 10g database (the article
deals with 9.2). I'd love to see more detailed explanation of Oracle
dumps and statuses. Please, consider yourself asked.


--
http://www.mgogala.com

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