Re: PoC/WIP: Extended statistics on expressions
Dean Rasheed <dean.a.rasheed@gmail.com>
From: Dean Rasheed <dean.a.rasheed@gmail.com>
To: Justin Pryzby <pryzby@telsasoft.com>
Cc: Tomas Vondra <tomas.vondra@enterprisedb.com>, PostgreSQL Hackers <pgsql-hackers@postgresql.org>
Date: 2021-01-18T15:48:28Z
Lists: pgsql-hackers
Looking through extended_stats.c, I found a corner case that can lead to a seg-fault: CREATE TABLE foo(); CREATE STATISTICS s ON (1) FROM foo; ANALYSE foo; This crashes in lookup_var_attr_stats(), because it isn't expecting nvacatts to be 0. I can't think of any case where building stats on a table with no analysable columns is useful, so it should probably just exit early in that case. In BuildRelationExtStatistics(), it looks like min_attrs should be declared assert-only. In evaluate_expressions(): + /* set the pointers */ + result = (ExprInfo *) ptr; + ptr += sizeof(ExprInfo); I think that should probably have a MAXALIGN(). A slightly bigger issue that I don't like is the way it assigns attribute numbers for expressions starting from MaxHeapAttributeNumber+1, so the first expression has an attnum of 1601. That leads to pretty inefficient use of Bitmapsets, since most tables only contain a handful of columns, and there's a large block of unused space in the middle the Bitmapset. An alternative approach might be to use regular attnums for columns and use negative indexes -1, -2, -3, ... for expressions in the stored stats. Then when storing and retrieving attnums from Bitmapsets, it could just offset by STATS_MAX_DIMENSIONS (8) to avoid negative values in the Bitmapsets, since there can't be more than that many expressions (just like other code stores system attributes using FirstLowInvalidHeapAttributeNumber). That would be a somewhat bigger change, but hopefully fairly mechanical, and then some code like add_expressions_to_attributes() would go away. Looking at the new view pg_stats_ext_exprs, I noticed that it fails to show expressions until the statistics have been built. For example: CREATE TABLE foo(a int, b int); CREATE STATISTICS s ON (a+b), (a*b) FROM foo; SELECT statistics_name, tablename, expr, n_distinct FROM pg_stats_ext_exprs; statistics_name | tablename | expr | n_distinct -----------------+-----------+------+------------ s | foo | | (1 row) but after populating and analysing the table, this becomes: statistics_name | tablename | expr | n_distinct -----------------+-----------+---------+------------ s | foo | (a + b) | 11 s | foo | (a * b) | 11 (2 rows) I think it should show the expressions even before the stats have been built. Another issue is that it returns rows for non-expression stats as well. For example: CREATE TABLE foo(a int, b int); CREATE STATISTICS s ON a, b FROM foo; SELECT statistics_name, tablename, expr, n_distinct FROM pg_stats_ext_exprs; statistics_name | tablename | expr | n_distinct -----------------+-----------+------+------------ s | foo | | (1 row) and those values will never be populated, since they're not expressions, so I would expect them to not be shown in the view. So basically, instead of + LEFT JOIN LATERAL ( + SELECT + * + FROM ( + SELECT + unnest(pg_get_statisticsobjdef_expressions(s.oid)) AS expr, + unnest(sd.stxdexpr)::pg_statistic AS a + ) x + ) stat ON sd.stxdexpr IS NOT NULL; perhaps just + JOIN LATERAL ( + SELECT + * + FROM ( + SELECT + unnest(pg_get_statisticsobjdef_expressions(s.oid)) AS expr, + unnest(sd.stxdexpr)::pg_statistic AS a + ) x + ) stat ON true; Regards, Dean
Commits
-
Disallow extended statistics on system columns
- 66061077155d 14.0 landed
- c9eeef2a15c0 15.0 landed
-
Identify simple column references in extended statistics
- 50ba70a957f9 14.0 landed
- 537ca68dbb24 15.0 landed
-
Don't print extra parens around expressions in extended stats
- 4d1816ec26e8 14.0 landed
- 13380e147649 15.0 landed
-
Change position of field "transformed" in struct CreateStatsStmt.
- 13a1ca160dcf 14.0 landed
-
Add transformed flag to nodes/*funcs.c for CREATE STATISTICS
- d57ecebd128c 14.0 landed
-
Stabilize stats_ext test with other collations
- 2a058e938c73 14.0 landed
-
Extended statistics on expressions
- a4d75c86bf15 14.0 landed
-
Reduce duration of stats_ext regression tests
- 98376c18f12e 14.0 landed
-
Allow composite types in catalog bootstrap
- 79f6a942bdb9 14.0 landed
-
Convert Typ from array to list in bootstrap
- e1a5e65703ce 14.0 landed
-
Disallow CREATE STATISTICS on system catalogs
- c22539756ee5 10.16 landed
- f52db969440b 11.11 landed
- 943a113bcb6f 12.6 landed
- d26d4c717dbf 13.2 landed
- c9a0dc34865f 14.0 landed