This scenario cries for bitmap indexes.
Bitmap Indexes can deal with "not equal" as well as "is null".
The columns seems to be low cardinality too.
The only open question is how often these columns get updated.
(https://asktom.oracle.com/pls/apex/asktom.search?tag=bitmap-indexes-and-locking).
Regards
Lothar
Am 25.08.2021 um 19:19 schrieb Mark W. Farnham:
unfortunately you keep nearly all the rows of both MA_FLG and D_UNMTCH, so this query is the opposite of those indexes being useful.
IF you were looking for ‘Y’ instead of not ‘Y’ on either one it would be extremely good. I didn’t see initially that these two columns are extremely inclusive.
I think Sayan was checking that in his query request. MA_FLG could reject at most about 6 million rows, so that’s pretty worthless.
*From:*Lok P [mailto:loknath.73@xxxxxxxxx]
*Sent:* Wednesday, August 25, 2021 1:09 PM
*To:* Mark W. Farnham
*Cc:* Sayan Malakshinov; Oracle L
*Subject:* Re: Fixing Performance issue with less selective columns
Thank You Mark.
I may be wrong but in this situation I was unable to think of any other way we could make this query faster , so I was thinking of creating a new index. If there exists any other way to make this query faster without creating any new index that would really be helpful.
I am not able to get your point fully, If you can help me understand it a bit more here please. Below is the data pattern for MA_FLG and D_UNMTCH.
Thus , in this query condition " NVL (I.MA_FLG, 'N') <> 'Y' results in ~105million and NVL (I.D_UNMTCH, 'N') <> 'Y' results in ~111million. So how should I create index or modify code to make it the best access/filter criteria so as to make the query faster?
MA_FLG
Count(*)
N
105228656
Y
6000938
643566
D_UNMTCH
Count(*)
Y
13715
111859445
On Wed, Aug 25, 2021 at 8:00 PM Mark W. Farnham <mwf@xxxxxxxx <mailto:mwf@xxxxxxxx>> wrote:
The other thing, for flag values like AND NVL (I.MA_FLG, 'N') <>
'Y' AND NVL (I.D_UNMTCH, 'N') <> 'Y'
if you’re thinking about adding an index, and even if you need a
virtual column to do this because you have too much code depending
on values ‘N’ and ‘Y’, define the final status (the one where
nearly all of them land) as NULL, being the ones you are NOT
interested in most of the time. In both these cases it looks like
‘Y’ would then be NULL, so
i.ma_flg_v is defined decoding Y to NULL and anything else to N
and your code becomes and i.ma_flg_v = ‘N’ and you deal with
variability in non-nulls that are not ‘Y’ on the original,
or
i.ma_flg_v decodes Y to NULL, NULL to ‘N’ and anything else
unchanged and your code becomes i.ma_flg_v is NOT NULL,
or
you make a functional index on i.ma_flg that does the equivalent.
I can’t remember off the top of my head whether either way gives
you a real advantage over the other in stats collections and the
CBO doing something smart and that probably changed over the
releases. That might be in one of my papers.
When you then index that column the nulls disappear, leaving you
with a very tiny index to prune your result set immediately to
very small and you can usually filter the rest fast without an index.
Remember, ORACLE cannot assign a value to NULL in anything they
do. But YOU can.
When this is appropriate, it is one of the neatest and easiest
“magic tricks” in the Oracle kit.
Good luck,
mwf
*From:*oracle-l-bounce@xxxxxxxxxxxxx
<mailto:oracle-l-bounce@xxxxxxxxxxxxx>
[mailto:oracle-l-bounce@xxxxxxxxxxxxx
<mailto:oracle-l-bounce@xxxxxxxxxxxxx>] *On Behalf Of *Sayan
Malakshinov
*Sent:* Wednesday, August 25, 2021 9:40 AM
*To:* Lok P
*Cc:* Oracle L
*Subject:* Re: Fixing Performance issue with less selective columns
Hi Lok,
> SUBSTR(:B8,0*.50*)
Looks like this query should be analyzed and tested better.
You haven't provided histograms and bind values statistics, so not
enough info to analyze it properly.
For now it looks like "I.WOF_DATE IS NULL" is one of the most
selective predicates - it gives only 83154 nulls.
In addition to histogram statistics(dba_tab_histograms) and most
often binds values, I would like also to see what does return this
query:
select
NVL(I.MA_FLG, 'N'),NVL(I.D_UNMTCH, 'N'),I.DC_CODE,count(*)
FROM PP_IN_TAB I
group by NVL(I.MA_FLG, 'N'),NVL(I.D_UNMTCH, 'N'),I.DC_CODE;
On Wed, Aug 25, 2021 at 4:14 PM Lok P <loknath.73@xxxxxxxxx
<mailto:loknath.73@xxxxxxxxx>> wrote:
Hello , This database has version 11.2.0.4 of Oracle. We have
the below query which is executed thousands of times. It's
used in a plsql function which in turn gets called from a
procedure. And this procedure gets called from java thousands
of times. And I see from dba_hist_sqlstat , for most of the
runs this below query results in zero rows. We see from the
active session history for the overall process this query is
consuming most time/resources and making the process run
longer. So wanted to understand if we can make this individual
query execution faster which would eventually make the
process faster?
The base table- PP_IN_TAB is holding ~111million rows and is
~43GB in size. Column PP_ID is the primary key here. The
filter predicates used in this query are below. Many of them
were not very selective in nature. So I am not able to
conclude if any composite index is going to help us here. Can
you please guide me , what is the correct approach to tune
this process in such a scenario?
Below is the column data pattern used as filter predicate in
this query. Most of these are less selective in nature.
*TABLE_NAME*
*COLUMN_NAME*
*NUM_DISTINCT*
*NUM_NULLS*
PP_IN_TAB
EF_ID
39515
6151686
PP_IN_TAB
PE
103074806
647050
PP_IN_TAB
PT_Code
24
0
PP_IN_TAB
PT_MCODE
20
0
PP_IN_TAB
D_CUR_CODE
13
592784
PP_IN_TAB
ED_AMT
320892
6
PP_IN_TAB
WOF_DATE
2572
83154
PP_IN_TAB
PR_CTGRY
2
86
PP_IN_TAB
PDE_RSN_CAT
6
0
PP_IN_TAB
MA_FLG
2
648172
PP_IN_TAB
M_TXT
29460248
9118572
PP_IN_TAB
D_UNMTCH
1
111766716
SELECT NVL (I.PP_ID, 0)
FROM PP_IN_TAB I
WHERE TRIM(I.M_TXT) = TRIM (SUBSTR ( :B8, 0.50))
AND I.PT_Code = :B7
AND NVL ( :B6, I.PT_MCODE) = NVL ( :B6, :B5) AND
I.DC_CODE = :B4
AND I.D_CUR_CODE = :B3 AND I.ED_AMT = :B2
AND I.PR_CTGRY = :B1 AND I.PE <http://I.PE> IS
NOT NULL
AND I.EF_ID IS NULL AND I.WOF_DATE IS NULL
AND NVL (I.MA_FLG, 'N') <> 'Y' AND NVL
(I.D_UNMTCH, 'N') <> 'Y'
AND ROWNUM = 1;
Global Information
------------------------------
Status : DONE (ALL ROWS)
Instance ID : 1
SQL Execution ID : 16777216
Execution Started : 08/25/2021 03:53:25
First Refresh Time : 08/25/2021 03:53:25
Last Refresh Time : 08/25/2021 03:53:28
Duration : 3s
Module/Action : SQL*Plus/-
Program : sqlplus.exe
Fetch Calls : 1
Global Stats
=========================================================================================
| Elapsed | Cpu | IO | Application | Fetch | Buffer
| Read | Read | Cell |
| Time(s) | Time(s) | Waits(s) | Waits(s) | Calls | Gets
| Reqs | Bytes | Offload |
=========================================================================================
| 3.30 | 1.15 | 2.15 | 0.00 | 1 | 6M |
44379 | 43GB | 99.99% |
=========================================================================================
SQL Plan Monitoring Details (Plan Hash Value=1096440065)
==========================================================================================================================================================================================
| Id | Operation | Name | Rows
| Cost | Time | Start | Execs | Rows | Read | Read
| Cell | Mem | Activity | Activity Detail |
| | | | (Estim)
| | Active(s) | Active | | (Actual) | Reqs | Bytes
| Offload | (Max) | (%) | (# samples) |
==========================================================================================================================================================================================
| 0 | SELECT STATEMENT | |
| | | | 1 | | | | |
| | |
| 1 | COUNT STOPKEY | |
| | | | 1 | | | | |
| | |
| 2 | TABLE ACCESS STORAGE FULL | PP_IN_TAB |
1 | 128K | 3 | +2 | 1 | 0 | 44379 | 43GB |
99.99% | 6M | 100.00 | cell smart table scan (3) |
==========================================================================================================================================================================================
Predicate Information (identified by operation id):
---------------------------------------------------
1 - filter(ROWNUM=1)
2 - storage("I"."WOF_DATE" IS NULL AND "I"."EF_ID" IS NULL
AND "I"."PT_Code"=:B7 AND "I"."D_CUR_CODE"=:B3 AND
"I"."PR_CTGRY"=:B1 AND
"I"."DC_CODE"=:B4 AND
"I"."ED_AMT"=TO_NUMBER(:B2) AND
NVL(:B6,"I"."PT_MCODE")=NVL(:B6,:B5) AND
TRIM("I"."M_TXT")=TRIM(SUBSTR(:B8,0.50))
AND "I"."PE" IS NOT NULL AND
NVL("I"."MA_FLG",'N')<>'Y' AND
NVL("I"."D_UNMTCH",'N')<>'Y')
filter("I"."WOF_DATE" IS NULL AND "I"."EF_ID" IS NULL
AND "I"."PT_Code"=:B7 AND "I"."D_CUR_CODE"=:B3 AND
"I"."PR_CTGRY"=:B1 AND
"I"."DC_CODE"=:B4 AND
"I"."ED_AMT"=TO_NUMBER(:B2) AND
NVL(:B6,"I"."PT_MCODE")=NVL(:B6,:B5) AND
TRIM("I"."M_TXT")=TRIM(SUBSTR(:B8,0.50))
AND "I"."PE" IS NOT NULL AND
NVL("I"."MA_FLG",'N')<>'Y' AND NVL("I"."D_UNMTCH",'N')<>'Y')
--
Best regards,
Sayan Malakshinov
Oracle performance tuning engineer
Oracle ACE Associate
http://orasql.org ;<http://orasql.org>