Sometime last year, a discussion started about including visibility metadata to avoid heap fetches during an index scan:

http://archives.postgresql.org/pgsql-patches/2007-10/msg00166.php
http://archives.postgresql.org/pgsql-patches/2008-01/msg00049.php

I think the last discussion on this was in April:

http://archives.postgresql.org/pgsql-hackers/2008-04/msg00618.php (last item)

I have worked with the current patch, and I have some thoughts about that approach and the approaches listed in the TODO item. The TODO lists three approaches, in short

(1) Add a bit for an index tuple that indicates "visible" or "maybe visible." (2) Use a per-table bitmap that indicates which pages have at least one tuple that is not visible to all transactions.
(3) Same as (2) but at the granularity of one bit per table.

The approach in the patch is different:

(4) Add transaction ids, etc to the index tuple (totaling 16 bytes)

I would group (1) & (4) together and (2) & (3) together. I think the time and space trade-offs are pretty obvious, so I won't waste time on those.

(1) & (4) require an UPDATE or DELETE to twiddle the old index tuple. Tom has noted (in the linked message) that this is not reliable if the index has any expression-valued columns, because it is not always possible to find the old index entry. For this reason, the proposed patch does not keep visibility metadata for indexes on expressions. This seems like a reasonable limitation --- indexed expressions are just less efficient.

The main difference between (1) & (4) is that (1) will sometimes require heap lookups and (4) never will. Moreover, the heap lookups in (1) will be difficult for the optimizer to estimate, unless some special statistics can be maintained for this purpose.

I should mention there is a major flaw in the patch, because it puts pointers to HOT tuples in the index, in order to capture the different transaction ids in the chain. I think this can be fixed by only pointing to the root of the HOT chain, and setting xmin/xmax to the entire range of transaction ids spanned by the chain. I'm not sure about all the details (the ctid and some other bits also need to be set).

(2) & (3) can work for any index, and they are quite elegant in the way that the overhead does not change with the number of indexes. The TODO also notes the benefit of (2) for efficient vacuuming. Thus, I think that (2) is a great idea in general, but it does not serve the intended purpose of this TODO item. Once a page gets marked as requiring visibility checks, it cannot be unmarked until the next VACUUM. The whole point of this feature is that we are willing to be more proactive during updates in order to make index access more efficient.

So in summary, I think that (2) would be nice as a separate feature, with (1) and (4) being more favorable for index-only scans. The obvious trouble with (4) is the extra space overhead. There are also issues with correctness that I mentioned (any thoughts here would be appreciated). Other than that, I would favor (4) because it offers the most stable performance.

Please let me know if you agree/disagree with anything here. I need to get this feature implemented for my research, but I would also love to contribute it to the community so your opinions matter a lot.


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