Re: [HACKERS] [PERFORM] More detail on settings for pgavd?
Josh Berkus wrote: Matthew, For small tables, you don't need to vacuum too often. In the testing I did a small table ~100 rows, didn't really show significant performance degredation until it had close to 1000 updates. This is accounted for by using the threshold value. That way small tables get vacuumed less often. However, the way large tables work is very different and I think your strategy shows a lack of testing on large active tables. Probably more true than I would like to think... For large tables, vacuum is so expensive, that you don't want to do it very often, and scanning the whole table when there is only 5% wasted space is not very helpful. 5% is probably too low, you're right ... in my experience, performance degredation starts to set in a 10-15% updates to, for example, a 1.1 million row table, particularly since users tend to request the most recently updated rows. As long as we have the I/O issues that Background Writer and ARC are intended to solve, though, I can see being less agressive on the defaults; perhaps 20% or 25%. If you wait until 110% of a 1.1 million row table is updated, though, that vaccuum will take an hour or more. True, but I think it would be one hour once, rather than 30 minutes 4 times. Additionally, you are not thinking of this in terms of an overall database maintanence strategy. Lazy Vacuum needs to stay below the threshold of the Free Space Map (max_fsm_pages) to prevent creeping bloat from setting in to your databases. With proper configuration of pg_avd, vacuum_mem and FSM values, it should be possible to never run a VACUUM FULL again, and as of 7.4 never run an REINDEX again either. This is one of the things I had hoped to add to pg_autovacuum, but never got to. In addition to just the information from the stats collector on inserts updates and deletes, pg_autovacuum should also look at the FSM, and make decisions based on it. Anyone looking for a project? But this means running vacuum frequently enough that your max_fsm_pages threshold is never reached. Which for a large database is going to have to be more frequently than 110% updates, because setting 20,000,000 max_fsm_pages will eat your RAM. Again, the think the only way to do this efficiently is to look at the FSM. Otherwise the only way to make sure you keep the FSM populated is to run vacuum more than needed. Yes, the I set the defaults a little high perhaps so as to err on the side of caution. I didn't want people to say pg_autovacuum kills the performance of my server. A small table will get vacuumed, just not until it has reached the threshold. So a table with 100 rows, will get vacuumed after 1200 updates / deletes. Ok, I can see that for small tables. In my testing it showed that there was no major performance problems until you reached several thousand updates / deletes. Sure. But several thousand updates can be only 2% of a very large table. But I can't imagine that 2% makes any difference on a large table. In fact I would think that 10-15% would hardly be noticable, beyond that I'm not sure. HUH? analyze is very very cheap compared to vacuum. Why not do it more often? Because nothing is cheap if it's not needed. Analyze is needed only as often as the *aggregate distribution* of data in the tables changes. Depending on the application, this could be frequently, but far more often (in my experience running multiple databases for several clients) the data distribution of very large tables changes very slowly over time. Valid points, and again I think this points to the fact that pg_autovacuum needs to be more configurable. Being able to set different thresholds for different tables will help considerably. In fact, you may find that some tables should have a vac threshold much larger than the analyze thresold, while other tables might want the opposite. One client's database, for example, that I have running VACUUM on chron scripts runs on this schedule for the main tables: VACUUM only: twice per hour VACUUM ANALYZE: twice per day I would be surprized if you can notice the difference between a vacuum analyze and a vacuum, especially on large tables. On the other hand, I've another client's database where most activity involves updates to entire classes of records. They run ANALYZE at the end of every transaction. So if you're going to have a seperate ANALYZE schedule at all, it should be slightly less frequent than VACUUM for large tables. Either that, or drop the idea, and simplify pg_avd by running VACUUM ANALYZE all the time instead of having 2 seperate schedules. I think you need two separate schedules. There are lots of times where a vacuum doesn't help, and an analyze is all that is needed, and an analyze is MUCH cheaper than a vacuum. BUT now I see how you arrived at the logic you did. If you're testing only on small tables, and not
Re: [HACKERS] [PERFORM] More detail on settings for pgavd?
Tom Lane wrote: Chester Kustarz [EMAIL PROTECTED] writes: vacuum is to reclaim dead tuples. this means it depends on update and delete. analyze depends on data values/distribution. this means it depends on insert, update, and delete. thus the dependencies are slightly different between the 2 operations, an so you can come up with use-cases that justify running either more frequently. Agreed. And that is why pg_autovacuum looks at insert, update and delete when deciding to do an analyze, but only looks at update and delete when deciding to do a vacuum. In addition, this is why pg_autovacuum was given knobs so that the vacuum and analyze thresholds can be set independently. Matthew ---(end of broadcast)--- TIP 4: Don't 'kill -9' the postmaster
Re: [HACKERS] [PERFORM] More detail on settings for pgavd?
On Fri, Nov 21, 2003 at 04:24:25PM -0500, Matthew T. O'Connor wrote: I don't want to add tables to existing databases, as I consider that clutter and I never like using tools that clutter my production databases. [...] Actually, this might be a necessary addition as pg_autovacuum currently suffers from the startup transients that the FSM used to suffer from, that is, it doesn't remember anything that happened the last time it ran. A pg_autovacuum database could also be used to store thresholds and counts from the last time it ran. You could use the same approach the FSM uses: keep a file with the data, PGDATA/base/global/pg_fsm.cache. You don't need the data to be in a table after all ... -- Alvaro Herrera ([EMAIL PROTECTED]) Essentially, you're proposing Kevlar shoes as a solution for the problem that you want to walk around carrying a loaded gun aimed at your foot. (Tom Lane) ---(end of broadcast)--- TIP 5: Have you checked our extensive FAQ? http://www.postgresql.org/docs/faqs/FAQ.html
Re: [HACKERS] [PERFORM] More detail on settings for pgavd?
On Thu, 2003-11-20 at 19:40, Matthew T. O'Connor wrote:
I'm open to discussion on changing the defaults. Perhaps what it would
be better to use some non-linear (perhaps logorithmic) scaling factor.
So that you wound up with something roughly like this:
#tuples activity% for vacuum
1k 100%
10k 70%
100k 45%
1M20%
10M 10%
100M 8%
Just thinking out loud here, so disregard if you think its chaff but...
if we had a system table pg_avd_defaults that held what we generally
consider the best default percentages based on reltuples/pages, and
added a column to pg_class (could be some place better but..) which
could hold an overriding percentage, you could then have a column added
to pg_stat_all_tables called vacuum_percentage, which would be a
coalesce of the override percentage or the default percentages based on
rel_tuples (or rel_pages). This would give autovacuum a place to look
for each table as to when it should vacuum, and gives administrators the
option to tweak it on a per table basis if they find they need a
specific table to vacuum at a different rate than the standard.
Robert Treat
--
Build A Brighter Lamp :: Linux Apache {middleware} PostgreSQL
---(end of broadcast)---
TIP 8: explain analyze is your friend
Re: [HACKERS] [PERFORM] More detail on settings for pgavd?
Josh Berkus wrote: Matthew, True, but I think it would be one hour once, rather than 30 minutes 4 times. Well, generally it would be about 6-8 times at 2-4 minutes each. Are you saying that you can vacuum a 1 million row table in 2-4 minutes? While a vacuum of the same table with an additional 1 million dead tuples would take an hour? This is one of the things I had hoped to add to pg_autovacuum, but never got to. In addition to just the information from the stats collector on inserts updates and deletes, pg_autovacuum should also look at the FSM, and make decisions based on it. Anyone looking for a project? Hmmm ... I think that's the wrong approach. Once your database is populated, it's very easy to determine how to set the FSM for a given pg_avd level. If you're vacuuming after 20% updates, for example, just set fsm_pages to 20% of the total database pages plus growth safety margins. Ok. I'd be really reluctant to base pv-avd frequency on the fsm settings instead. What if the user loads 8GB of data but leaves fsm_pages at the default of 10,000? You can't do much with that; you'd have to vacuum if even 1% of the data changed. Ok, but as you said above it's very easy to set the FSM once you know your db size. The other problem is that calculating data pages from a count of updates+deletes would require pg_avd to keep more statistics and do more math for every table. Do we want to do this? I would think the math is simple enough to not be a big problem. Also, I did not recommend looking blindly at the FSM as our guide, rather consulting it as another source of information as to when it would be useful to vacuum. I don't have a good plan as to how to incorporate this data, but to a large extent the FSM already tracks table activity and gives us the most accurate answer about storage growth (short of using something like contrib/pgstattuple which takes nearly the same amount of time as an actual vacuum) But I can't imagine that 2% makes any difference on a large table. In fact I would think that 10-15% would hardly be noticable, beyond that I'm not sure. I've seen performance lag at 10% of records, especially in tables where both update and select activity focus on one subset of the table (calendar tables, for example). Ok. Valid points, and again I think this points to the fact that pg_autovacuum needs to be more configurable. Being able to set different thresholds for different tables will help considerably. In fact, you may find that some tables should have a vac threshold much larger than the analyze thresold, while other tables might want the opposite. Sure. Though I think we can make the present configuration work with a little adjustment of the numbers. I'll have a chance to test on production databases soon. I look forward to hearing results from your testing. I would be surprized if you can notice the difference between a vacuum analyze and a vacuum, especially on large tables. It's substantial for tables with high statistics settings. A 1,000,000 row table with 5 columns set to statistics=250 can take 3 minutes to analyze on a medium-grade server. In my testing, I never changed the default statistics settings. I think you need two separate schedules. There are lots of times where a vacuum doesn't help, and an analyze is all that is needed Agreed. And I've just talked to a client who may want to use pg_avd's ANALYZE scheduling but not use vacuum at all. BTW, I think we should have a setting for this; for example, if -V is -1, don't vacuum. That would be nice. Easy to add, and something I never thought of I'm open to discussion on changing the defaults. Perhaps what it would be better to use some non-linear (perhaps logorithmic) scaling factor. That would be cool, too.Though a count of data pages would be a better scale than a count of rows, and equally obtainable from pg_class. But we track tuples because we can compare against the count given by the stats system. I don't know of a way (other than looking at the FSM, or contrib/pgstattuple ) to see how many dead pages exist. ---(end of broadcast)--- TIP 6: Have you searched our list archives? http://archives.postgresql.org
Re: [HACKERS] [PERFORM] More detail on settings for pgavd?
Matthew T. O'Connor wrote: But we track tuples because we can compare against the count given by the stats system. I don't know of a way (other than looking at the FSM, or contrib/pgstattuple ) to see how many dead pages exist. I think making pg_autovacuum dependent of pgstattuple is very good idea. Probably it might be a good idea to extend pgstattuple to return pages that are excessively contaminated and clean them ASAP. Step by step getting closer to daemonized vacuum. Shridhar ---(end of broadcast)--- TIP 5: Have you checked our extensive FAQ? http://www.postgresql.org/docs/faqs/FAQ.html
Re: [HACKERS] [PERFORM] More detail on settings for pgavd?
Shridhar Daithankar wrote: Matthew T. O'Connor wrote: But we track tuples because we can compare against the count given by the stats system. I don't know of a way (other than looking at the FSM, or contrib/pgstattuple ) to see how many dead pages exist. I think making pg_autovacuum dependent of pgstattuple is very good idea. Only if pgstattuple can become much cheaper than it is now. Based on the testing I did when I wrote pg_autovacuum, pgstattuple cost nearly the same amount as a regular vacuum. Given that, what have we gained from that work? Wouldn't it just be better to run a vacuum and actually reclaim space rather than running pgstattuple, and just look and see if there is free space to be reclaimed? Perhaps we could use pgstattuple ocasionally to see if we are going a good job of keeping the amount of dead space to a reasonable level, but I'm still not really sure about this. Probably it might be a good idea to extend pgstattuple to return pages that are excessively contaminated and clean them ASAP. Step by step getting closer to daemonized vacuum. I don't know of anyway to clean a particular set of pages. This is something that has been talked about (partial vacuums and such), but I think Tom has raised several issues with it, I don't remember the details. Right now the only tool we have to reclaim space is vacuum, a whole table at a time. ---(end of broadcast)--- TIP 4: Don't 'kill -9' the postmaster
Re: [HACKERS] [PERFORM] More detail on settings for pgavd?
Matthew, As long as pg_autovacuum remains a contrib module, I don't think any changes to the system catelogs will be make. If pg_autovacuum is deemed ready to move out of contrib, then we can talk about the above. But we could create a config file that would store stuff in a flatfile table, OR we could add our own system table that would be created when one initializes pg_avd. Just an idea. Mind you, I'm not so sure that we want to focus immediately on per-table settings. I think that we want to get the automatic settings working fairly well first; a lot of new DBAs would use the per-table settings to shoot themselves in the foot. So we need to be able to make a strong recommendation to try the automatic settings first. Are you saying that you can vacuum a 1 million row table in 2-4 minutes? While a vacuum of the same table with an additional 1 million dead tuples would take an hour? I'm probably exaggerating. I do know that I can vacuum a fairly clean 1-5 million row table in less than 4 mintues. I've never let such a table get to 50% dead tuples, so I don't really know how long that takes. Call me a coward if you like ... I'd be really reluctant to base pv-avd frequency on the fsm settings instead. What if the user loads 8GB of data but leaves fsm_pages at the default of 10,000? You can't do much with that; you'd have to vacuum if even 1% of the data changed. Ok, but as you said above it's very easy to set the FSM once you know your db size. Actually, thinking about this I realize that PG_AVD and the Perl-based postgresql.conf configuration script I was working on (darn, who was doing that with me?) need to go togther. With pg_avd, setting max_fsm_pages is very easy; without it its a bit of guesswork. So I think we can do this: for 'auto' settings: If max_fsm_pages is between 13% and 100% of the total database pages, then set the vacuum scale factor to match 3/4 of the fsm_pages setting, e.g. database = 18,000,000 data pages; max_fsm_pages = 3,600,000; set vacuum scale factor = 3.6mil/18mil * 3/4 = 0.15 If max_fsm_pages is less than 13% of database pages, issue a warning to the user (log it, if possible) and set scale factor to 0.1. If it's greater than 100% set it to 1 and leave it alone. I don't have a good plan as to how to incorporate this data, but to a large extent the FSM already tracks table activity and gives us the most accurate answer about storage growth (short of using something like contrib/pgstattuple which takes nearly the same amount of time as an actual vacuum) I don't really think we need to do dynamic monitoring at this point. It would be a lot of engineering to check data page pollution without having significant performance impact. It's doable, but something I think we should hold off until version 3. It would mean hacking the FSM, which is a little beyond me right now. In my testing, I never changed the default statistics settings. Ah. Well, a lot of users do to resolve query problems. But we track tuples because we can compare against the count given by the stats system. I don't know of a way (other than looking at the FSM, or contrib/pgstattuple ) to see how many dead pages exist. No, but for scaling you don't need the dynamic count of tuples or of dead tuples; pg_class holds a reasonable accurate count of pages per table as of last vacuum. -- Josh Berkus Aglio Database Solutions San Francisco ---(end of broadcast)--- TIP 8: explain analyze is your friend
Re: [HACKERS] [PERFORM] More detail on settings for pgavd?
Josh Berkus wrote: Matthew, But we could create a config file that would store stuff in a flatfile table, OR we could add our own system table that would be created when one initializes pg_avd. I don't want to add tables to existing databases, as I consider that clutter and I never like using tools that clutter my production databases. I had considered using a pg_autovacuum database that if found, would store customized settings for individual tables / databases. Dunno if this is a good idea, but it might make a good stopgap until people are comfortable modifying the system catalogs for autovacuum. Actually, this might be a necessary addition as pg_autovacuum currently suffers from the startup transients that the FSM used to suffer from, that is, it doesn't remember anything that happened the last time it ran. A pg_autovacuum database could also be used to store thresholds and counts from the last time it ran. Just an idea. Mind you, I'm not so sure that we want to focus immediately on per-table settings. I think that we want to get the automatic settings working fairly well first; a lot of new DBAs would use the per-table settings to shoot themselves in the foot. So we need to be able to make a strong recommendation to try the automatic settings first. I agree in principle, question is what are the best settings, I still think it will be hard to find a one size fits all, but I'm sure we can do better than what we have. Actually, thinking about this I realize that PG_AVD and the Perl-based postgresql.conf configuration script I was working on (darn, who was doing that with me?) need to go togther. With pg_avd, setting max_fsm_pages is very easy; without it its a bit of guesswork. So I think we can do this: for 'auto' settings: If max_fsm_pages is between 13% and 100% of the total database pages, then set the vacuum scale factor to match 3/4 of the fsm_pages setting, e.g. database = 18,000,000 data pages; max_fsm_pages = 3,600,000; set vacuum scale factor = 3.6mil/18mil * 3/4 = 0.15 Where are you getting 13% from? Do you know of an easy way to get a count of the total pages used by a whole cluster? I guess we can just iterate over all the tables in all the databases and sum up the total num of pages. We already iterate over them all, we just don't sum it up. If max_fsm_pages is less than 13% of database pages, issue a warning to the user (log it, if possible) and set scale factor to 0.1. If it's greater than 100% set it to 1 and leave it alone. Again I ask where 13% is coming from and also where is 0.1 coming from? I assume these are your best guesses right now, but not more than that. I do like the concept though as long as we find good values for min_fsm_percentage and min_autovac_scaling_factor. But we track tuples because we can compare against the count given by the stats system. I don't know of a way (other than looking at the FSM, or contrib/pgstattuple ) to see how many dead pages exist. No, but for scaling you don't need the dynamic count of tuples or of dead tuples; pg_class holds a reasonable accurate count of pages per table as of last vacuum. Which we already keep a copy of inside of pg_autovacuum, and update after we issue a vacuum. ---(end of broadcast)--- TIP 8: explain analyze is your friend
Re: [HACKERS] [PERFORM] More detail on settings for pgavd?
Matthew, Actually, this might be a necessary addition as pg_autovacuum currently suffers from the startup transients that the FSM used to suffer from, that is, it doesn't remember anything that happened the last time it ran. A pg_autovacuum database could also be used to store thresholds and counts from the last time it ran. I don't see how a seperate database is better than a table in the databases., except that it means scanning only one table and not one per database. For one thing, making it a seperate database could make it hard to back up and move your database+pg_avd config. But I don't feel strongly about it. Where are you getting 13% from? 13% * 3/4 ~~ 10% And I think both of use agree that vacuuming tables with less than 10% changes is excessive and could lead to problems on its own, like overlapping vacuums. Do you know of an easy way to get a count of the total pages used by a whole cluster? Select sum(relpages) from pg_class. I do like the concept though as long as we find good values for min_fsm_percentage and min_autovac_scaling_factor. See above. I propose 0.13 and 0.1 Which we already keep a copy of inside of pg_autovacuum, and update after we issue a vacuum. Even easier then. BTW, do we have any provisions to avoid overlapping vacuums? That is, to prevent a second vacuum on a table if an earlier one is still running? -- -Josh Berkus Aglio Database Solutions San Francisco ---(end of broadcast)--- TIP 6: Have you searched our list archives? http://archives.postgresql.org
Re: [HACKERS] [PERFORM] More detail on settings for pgavd?
Josh Berkus wrote: Matthew, I don't see how a seperate database is better than a table in the databases., except that it means scanning only one table and not one per database. For one thing, making it a seperate database could make it hard to back up and move your database+pg_avd config. Basically, I don't like the idea of modifying users databases, besides, in the long run most of what needs to be tracked will be moved to the system catalogs. I kind of consider the pg_autvacuum database to equivalent to the changes that will need to be made to the system catalogs. I guess it could make it harder to backup if you are moving your database between clusters. Perhaps, if you create a pg_autovacuum schema inside of your database then we would could use that. I just don't like tools that drop things into your database. Where are you getting 13% from? 13% * 3/4 ~~ 10% And I think both of use agree that vacuuming tables with less than 10% changes is excessive and could lead to problems on its own, like overlapping vacuums. I certainly agree that less than 10% would be excessive, I still feel that 10% may not be high enough though. That's why I kinda liked the sliding scale I mentioned earlier, because I agree that for very large tables, something as low as 10% might be useful, but most tables in a database would not be that large. Do you know of an easy way to get a count of the total pages used by a whole cluster? Select sum(relpages) from pg_class. duh BTW, do we have any provisions to avoid overlapping vacuums? That is, to prevent a second vacuum on a table if an earlier one is still running? Only that pg_autovacuum isn't smart enough to kick off more than one vacuum at a time. Basically, pg_autovacuum issues a vacuum on a table and waits for it to finish, then check the next table in it's list to see if it needs to be vacuumed, if so, it does it and waits for that vacuum to finish. There was some discussion of issuing concurrent vacuum against different tables, but it was decided that since vacuum is I/O bound, it would only make sense to issue concurrent vacuums that were on different spindles, which is not something I wanted to get into. Also, given the recent talk about how vacuum is still such a performance hog, I can't imagine what multiple concurrent vacuums would do to performance. Maybe as 7.5 develops and many of the vacuum performance issues are addressed, we can revisit this question. ---(end of broadcast)--- TIP 3: if posting/reading through Usenet, please send an appropriate subscribe-nomail command to [EMAIL PROTECTED] so that your message can get through to the mailing list cleanly
Re: [HACKERS] [PERFORM] More detail on settings for pgavd?
Matthew, Basically, I don't like the idea of modifying users databases, besides, in the long run most of what needs to be tracked will be moved to the system catalogs. I kind of consider the pg_autvacuum database to equivalent to the changes that will need to be made to the system catalogs. OK. As I said, I don't feel strongly about it. I certainly agree that less than 10% would be excessive, I still feel that 10% may not be high enough though. That's why I kinda liked the sliding scale I mentioned earlier, because I agree that for very large tables, something as low as 10% might be useful, but most tables in a database would not be that large. Yes, but I thought that we were taking care of that through the threshold value? A sliding scale would also be OK. However, that would definitely require a leap to storing per-table pg_avd statistics and settings. Only that pg_autovacuum isn't smart enough to kick off more than one vacuum at a time. Basically, pg_autovacuum issues a vacuum on a table and waits for it to finish, then check the next table in it's list to see if it needs to be vacuumed, if so, it does it and waits for that vacuum to finish. OK, then, we just need to detect the condition of the vacuums piling up because they are happening too often. -- -Josh Berkus Aglio Database Solutions San Francisco ---(end of broadcast)--- TIP 1: subscribe and unsubscribe commands go to [EMAIL PROTECTED]
Re: [HACKERS] [PERFORM] More detail on settings for pgavd?
Josh Berkus wrote: Matthew, I certainly agree that less than 10% would be excessive, I still feel that 10% may not be high enough though. That's why I kinda liked the sliding scale I mentioned earlier, because I agree that for very large tables, something as low as 10% might be useful, but most tables in a database would not be that large. Yes, but I thought that we were taking care of that through the threshold value? Well the threshold is a combination of the base value and the scaling factor which you are proposing is 0.1, so the threshold is base + (scaling factor)(num of tuples) So with the default base of 1000 and your 0.1 you would have this: Num Rowsthreshold Percent 1,0001,100 110% 10,0002,000 20% 100,000 11,000 11% 1,000,000 102,000 10% I don't like how that looks, hence the thought of some non-linear scaling factor that would still allow the percent to reach 10%, but at a slower rate, perhaps just a larger base value would suffice, but I think small table performance is going to suffer much above 1000. Anyone else have an opinion on the table above? Good / Bad / Indifferent? A sliding scale would also be OK. However, that would definitely require a leap to storing per-table pg_avd statistics and settings. I don't think it would, it would correlate the scaling factor with the number of tuples, no per-table settings required. Only that pg_autovacuum isn't smart enough to kick off more than one vacuum at a time. Basically, pg_autovacuum issues a vacuum on a table and waits for it to finish, then check the next table in it's list to see if it needs to be vacuumed, if so, it does it and waits for that vacuum to finish. OK, then, we just need to detect the condition of the vacuums piling up because they are happening too often. That would be good to look into at some point, especially if vacuum is going to get slower as a result of the page loop delay patch that has been floating around. ---(end of broadcast)--- TIP 6: Have you searched our list archives? http://archives.postgresql.org
Re: [HACKERS] [PERFORM] More detail on settings for pgavd?
On Thursday 20 November 2003 20:00, Matthew T. O'Connor wrote: Shridhar Daithankar wrote: I will submit a patch that would account deletes in analyze threshold. Since you want to delay the analyze, I would calculate analyze count as deletes are already accounted for in the analyze threshold. Yes. My bad. Deletes are not accounted in initializing analyze count but later they are used. I am still wary of inverting vacuum analyze frequency. You think it is better to set inverted default rather than documenting it? I think inverting the vacuum and analyze frequency is wrong. Me. Too. ATM all I can think of this patch attached. Josh, is it sufficient for you?..:-) Matthew, I am confyused about one thing. Why would autovacuum count updates while checking for analyze threshold? Analyze does not change statistics right? ( w.r.t line 1072, pg_autovacuum.c). For updating statistics, only inserts+deletes should suffice, isn't it? Other than that, I think autovacuum does everything it can. Comments? Shridhar *** README.pg_autovacuum.orig Thu Nov 20 19:58:29 2003 --- README.pg_autovacuum Thu Nov 20 20:26:39 2003 *** *** 141,150 depending on the mixture of table activity (insert, update, or delete): ! - If the number of (inserts + updates + deletes) AnalyzeThreshold, then only an analyze is performed. ! - If the number of (deletes + updates) VacuumThreshold, then a vacuum analyze is performed. VacuumThreshold is equal to: --- 141,150 depending on the mixture of table activity (insert, update, or delete): ! - If the number of (inserts + updates + deletes) = AnalyzeThreshold, then only an analyze is performed. ! - If the number of (deletes + updates) = VacuumThreshold, then a vacuum analyze is performed. VacuumThreshold is equal to: *** *** 158,163 --- 158,186 and running ANALYZE more often should not substantially degrade system performance. + Examples: + + Following table shows typical usage of pg_autovacuum settings. + These are put here so that a DBA can have some starting point while + tuning pg_autovacuum. + + Vacuum is triggered by updates and deletes. So in case of vacuum, + last column indicates total of updates and deletes required + to trigger vacuum. In case of analyze, the operations would count total + number of inserts, updates and deletes. + + Threshold Scaling factor Records No. of Operations + 1,000 1 10,000 11,000 + 1,000 2 10,000 21,000 + 1,000 0.5 10,000 6,000 + 1,000 0.1 10,000 2,000 + + Although analyze is cheaper operation compared to vacuum, + it might be needed less often. The default is to analyze twice as much as + vacuum but that might be too aggressive for some installations. It is advised that + such installation tune their analyze threshold separately, rather than relying upon + the default behaviour. + Sleeping: - ---(end of broadcast)--- TIP 3: if posting/reading through Usenet, please send an appropriate subscribe-nomail command to [EMAIL PROTECTED] so that your message can get through to the mailing list cleanly
Re: [HACKERS] [PERFORM] More detail on settings for pgavd?
On Thursday 20 November 2003 20:29, Shridhar Daithankar wrote: On Thursday 20 November 2003 20:00, Matthew T. O'Connor wrote: Shridhar Daithankar wrote: I will submit a patch that would account deletes in analyze threshold. Since you want to delay the analyze, I would calculate analyze count as deletes are already accounted for in the analyze threshold. Yes. My bad. Deletes are not accounted in initializing analyze count but later they are used. I am still wary of inverting vacuum analyze frequency. You think it is better to set inverted default rather than documenting it? I think inverting the vacuum and analyze frequency is wrong. Me. Too. ATM all I can think of this patch attached. Josh, is it sufficient for you?..:-) use this one. A warning added for too aggressive vacuumming. If it is OK by everybody, we can send it to patches list. Shridhar *** README.pg_autovacuum.orig Thu Nov 20 19:58:29 2003 --- README.pg_autovacuum Thu Nov 20 20:35:34 2003 *** *** 141,163 depending on the mixture of table activity (insert, update, or delete): ! - If the number of (inserts + updates + deletes) AnalyzeThreshold, then only an analyze is performed. ! - If the number of (deletes + updates) VacuumThreshold, then a vacuum analyze is performed. VacuumThreshold is equal to: ! vacuum_base_value + (vacuum_scaling_factor * number of tuples in the table) ! AnalyzeThreshold is equal to: ! analyze_base_value + (analyze_scaling_factor * number of tuples in the table) ! The AnalyzeThreshold defaults to half of the VacuumThreshold since it represents a much less expensive operation (approx 5%-10% of vacuum), and running ANALYZE more often should not substantially degrade system performance. Sleeping: - --- 141,191 depending on the mixture of table activity (insert, update, or delete): ! - If the number of (inserts + updates + deletes) = AnalyzeThreshold, then only an analyze is performed. ! - If the number of (deletes + updates) = VacuumThreshold, then a vacuum analyze is performed. VacuumThreshold is equal to: ! vacuum_base_value + (vacuum_scaling_factor * number of tuples in the ! table) AnalyzeThreshold is equal to: ! analyze_base_value + (analyze_scaling_factor * number of tuples in the ! table) The AnalyzeThreshold defaults to half of the VacuumThreshold since it represents a much less expensive operation (approx 5%-10% of vacuum), and running ANALYZE more often should not substantially degrade system performance. + Examples: + + Following table shows typical usage of pg_autovacuum settings. + These are put here so that a DBA can have some starting point while + tuning pg_autovacuum. + + Vacuum is triggered by updates and deletes. So in case of vacuum, + last column indicates total of updates and deletes required + to trigger vacuum. In case of analyze, the operations would count total + number of inserts, updates and deletes. + + Base Scaling factor Records No. of Operations + 1,000 1 10,000 11,000 + 1,000 2 10,000 21,000 + 1,000 0.5 10,000 6,000 + 1,000 0.1 10,000 2,000 + + Although analyze is cheaper operation compared to vacuum, + it might be needed less often. The default is to analyze twice as much as + vacuum but that might be too aggressive for some installations. It is advised + thatsuch installation tune their analyze threshold separately, rather than + relying upon the default behaviour. + + Furthermore, for aggressive vacuum/analyze behaviour, it is recommended that + scaling factor is set to less than 1. However too aggresive operation can affect + performance of normal database operations adversely. Do not apply such setting + to production databases without prior testing. + Sleeping: - ---(end of broadcast)--- TIP 6: Have you searched our list archives? http://archives.postgresql.org
Re: [HACKERS] [PERFORM] More detail on settings for pgavd?
Matthew, For small tables, you don't need to vacuum too often. In the testing I did a small table ~100 rows, didn't really show significant performance degredation until it had close to 1000 updates. This is accounted for by using the threshold value. That way small tables get vacuumed less often. However, the way large tables work is very different and I think your strategy shows a lack of testing on large active tables. For large tables, vacuum is so expensive, that you don't want to do it very often, and scanning the whole table when there is only 5% wasted space is not very helpful. 5% is probably too low, you're right ... in my experience, performance degredation starts to set in a 10-15% updates to, for example, a 1.1 million row table, particularly since users tend to request the most recently updated rows. As long as we have the I/O issues that Background Writer and ARC are intended to solve, though, I can see being less agressive on the defaults; perhaps 20% or 25%. If you wait until 110% of a 1.1 million row table is updated, though, that vaccuum will take an hour or more. Additionally, you are not thinking of this in terms of an overall database maintanence strategy. Lazy Vacuum needs to stay below the threshold of the Free Space Map (max_fsm_pages) to prevent creeping bloat from setting in to your databases. With proper configuration of pg_avd, vacuum_mem and FSM values, it should be possible to never run a VACUUM FULL again, and as of 7.4 never run an REINDEX again either. But this means running vacuum frequently enough that your max_fsm_pages threshold is never reached. Which for a large database is going to have to be more frequently than 110% updates, because setting 20,000,000 max_fsm_pages will eat your RAM. Yes, the I set the defaults a little high perhaps so as to err on the side of caution. I didn't want people to say pg_autovacuum kills the performance of my server. A small table will get vacuumed, just not until it has reached the threshold. So a table with 100 rows, will get vacuumed after 1200 updates / deletes. Ok, I can see that for small tables. In my testing it showed that there was no major performance problems until you reached several thousand updates / deletes. Sure. But several thousand updates can be only 2% of a very large table. HUH? analyze is very very cheap compared to vacuum. Why not do it more often? Because nothing is cheap if it's not needed. Analyze is needed only as often as the *aggregate distribution* of data in the tables changes. Depending on the application, this could be frequently, but far more often (in my experience running multiple databases for several clients) the data distribution of very large tables changes very slowly over time. One client's database, for example, that I have running VACUUM on chron scripts runs on this schedule for the main tables: VACUUM only: twice per hour VACUUM ANALYZE: twice per day On the other hand, I've another client's database where most activity involves updates to entire classes of records. They run ANALYZE at the end of every transaction. So if you're going to have a seperate ANALYZE schedule at all, it should be slightly less frequent than VACUUM for large tables. Either that, or drop the idea, and simplify pg_avd by running VACUUM ANALYZE all the time instead of having 2 seperate schedules. BUT now I see how you arrived at the logic you did. If you're testing only on small tables, and not vacuuming them until they reach 110% updates, then you *would* need to analyze more frequently. This is because of your threshold value ... you'd want to analyze the small table as soon as even 30% of its rows changed. So the answer is to dramatically lower the threshold for the small tables. What I think I am hearing is that people would like very much to be able to tweak the settings of pg_autovacuum for individual tables / databases etc. Not from me you're not. Though that would be nice, too. So, my suggested defaults based on our conversation above: Vacuum threshold: 1000 records Vacuum scale factor: 0.2 Analyze threshold: 50 records Analyze scale factor: 0.3 -- Josh Berkus Aglio Database Solutions San Francisco ---(end of broadcast)--- TIP 4: Don't 'kill -9' the postmaster
Re: [HACKERS] [PERFORM] More detail on settings for pgavd?
On Thu, 20 Nov 2003, Josh Berkus wrote: Additionally, you are not thinking of this in terms of an overall database maintanence strategy. Lazy Vacuum needs to stay below the threshold of the Free Space Map (max_fsm_pages) to prevent creeping bloat from setting in to your databases. With proper configuration of pg_avd, vacuum_mem and FSM values, it should be possible to never run a VACUUM FULL again, and as of 7.4 never run an REINDEX again either. is there any command you can run to see how much of the FSM is filled? is there any way to tell which tables are filling it? Analyze is needed only as often as the *aggregate distribution* of data in the tables changes. Depending on the application, this could be frequently, but far more often (in my experience running multiple databases for several clients) the data distribution of very large tables changes very slowly over time. analyze does 2 things for me: 1. gets reasonable aggregate statistics 2. generates STATISTICS # of bins for the most frequent hitters (2) is very important for me. my values typically seem to have power-law like distributions. i need enough bins to reach a cross-over point where the last bin is frequent enough to make an index scan useful. also, i want enough bins so that the planner can choose index a or b for: select * from foo where a=n and b=m; the selectivity of either index depends not only on the average selectivity of index a or index b, but on n and m as well. for example, 1M row table: value % of rows v1 23 v2 12 v3 4.5 v4 4 v5 3.5 ... you can see that picking an index for =v1 would be poor. picking the 20th most common value would be 0.5% selective. much better. of course this breaks down for more complex operators, but = is fairly common. So if you're going to have a seperate ANALYZE schedule at all, it should be slightly less frequent than VACUUM for large tables. Either that, or drop the idea, and simplify pg_avd by running VACUUM ANALYZE all the time instead of having 2 seperate schedules. i have some tables which are insert only. i do not want to vacuum them because there are never any dead tuples in them and the vacuum grows the indexes. plus it is very expensive (they tables grow rather large.) after they expire i drop the whole table to make room for a newer one (making sort of a rolling log with many large tables.) i need to analyze them every so often so that the planner knows that there is 1 row, 100 rows, 100k rows, 1M. the funny thing is that because i never vacuum the tables, the relpages on the index never grows. don't know if this affects anything (this is on 7.2.3). vacuum is to reclaim dead tuples. this means it depends on update and delete. analyze depends on data values/distribution. this means it depends on insert, update, and delete. thus the dependencies are slightly different between the 2 operations, an so you can come up with use-cases that justify running either more frequently. i am not sure how failed transactions fit into this though, not that i think anybody ever has very many. maybe big rollbacks during testing? ---(end of broadcast)--- TIP 4: Don't 'kill -9' the postmaster
Re: [HACKERS] [PERFORM] More detail on settings for pgavd?
Chester Kustarz [EMAIL PROTECTED] writes: i have some tables which are insert only. i do not want to vacuum them because there are never any dead tuples in them and the vacuum grows the indexes. Those claims cannot both be true. In any case, plain vacuum cannot grow the indexes --- only a VACUUM FULL that moves a significant number of rows could cause index growth. vacuum is to reclaim dead tuples. this means it depends on update and delete. analyze depends on data values/distribution. this means it depends on insert, update, and delete. thus the dependencies are slightly different between the 2 operations, an so you can come up with use-cases that justify running either more frequently. Agreed. regards, tom lane ---(end of broadcast)--- TIP 7: don't forget to increase your free space map settings
Re: [HACKERS] [PERFORM] More detail on settings for pgavd?
On Thu, 20 Nov 2003, Tom Lane wrote: Those claims cannot both be true. In any case, plain vacuum cannot grow the indexes --- only a VACUUM FULL that moves a significant number of rows could cause index growth. er, yeah. you're right of course. having flashbacks of vacuum full. ---(end of broadcast)--- TIP 5: Have you checked our extensive FAQ? http://www.postgresql.org/docs/faqs/FAQ.html
Re: [HACKERS] [PERFORM] More detail on settings for pgavd?
Matthew, 110% of a 1.1 million row table is updated, though, that vaccuum will take an hour or more. True, but I think it would be one hour once, rather than 30 minutes 4 times. Well, generally it would be about 6-8 times at 2-4 minutes each. This is one of the things I had hoped to add to pg_autovacuum, but never got to. In addition to just the information from the stats collector on inserts updates and deletes, pg_autovacuum should also look at the FSM, and make decisions based on it. Anyone looking for a project? Hmmm ... I think that's the wrong approach. Once your database is populated, it's very easy to determine how to set the FSM for a given pg_avd level. If you're vacuuming after 20% updates, for example, just set fsm_pages to 20% of the total database pages plus growth safety margins. I'd be really reluctant to base pv-avd frequency on the fsm settings instead. What if the user loads 8GB of data but leaves fsm_pages at the default of 10,000? You can't do much with that; you'd have to vacuum if even 1% of the data changed. The other problem is that calculating data pages from a count of updates+deletes would require pg_avd to keep more statistics and do more math for every table. Do we want to do this? But I can't imagine that 2% makes any difference on a large table. In fact I would think that 10-15% would hardly be noticable, beyond that I'm not sure. I've seen performance lag at 10% of records, especially in tables where both update and select activity focus on one subset of the table (calendar tables, for example). Valid points, and again I think this points to the fact that pg_autovacuum needs to be more configurable. Being able to set different thresholds for different tables will help considerably. In fact, you may find that some tables should have a vac threshold much larger than the analyze thresold, while other tables might want the opposite. Sure. Though I think we can make the present configuration work with a little adjustment of the numbers. I'll have a chance to test on production databases soon. I would be surprized if you can notice the difference between a vacuum analyze and a vacuum, especially on large tables. It's substantial for tables with high statistics settings. A 1,000,000 row table with 5 columns set to statistics=250 can take 3 minutes to analyze on a medium-grade server. I think you need two separate schedules. There are lots of times where a vacuum doesn't help, and an analyze is all that is needed Agreed. And I've just talked to a client who may want to use pg_avd's ANALYZE scheduling but not use vacuum at all. BTW, I think we should have a setting for this; for example, if -V is -1, don't vacuum. I'm open to discussion on changing the defaults. Perhaps what it would be better to use some non-linear (perhaps logorithmic) scaling factor. So that you wound up with something roughly like this: #tuples activity% for vacuum 1k 100% 10k 70% 100k 45% 1M20% 10M 10% 100M 8% That would be cool, too.Though a count of data pages would be a better scale than a count of rows, and equally obtainable from pg_class. Thanks for the lucid feedback / discussion. autovacuum is a feature that, despite it's simple implementation, has generated a lot of feedback from users, and I would really like to see it become something closer to what it should be. Well, I hope to help now. Until very recently, I've not had a chance to seriously look at pg_avd and test it in production. Now that I do, I'm interested in improving it. -- Josh Berkus Aglio Database Solutions San Francisco ---(end of broadcast)--- TIP 5: Have you checked our extensive FAQ? http://www.postgresql.org/docs/faqs/FAQ.html
