Re: Proposal for fixing numeric type-resolution issues - Mailing list pgsql-hackers
From | Bruce Momjian |
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Subject | Re: Proposal for fixing numeric type-resolution issues |
Date | |
Msg-id | 200006130741.DAA23502@candle.pha.pa.us Whole thread Raw |
Responses |
Re: Proposal for fixing numeric type-resolution issues
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List | pgsql-hackers |
Again, anything to add to the TODO here? > We've got a collection of problems that are related to the parser's > inability to make good type-resolution choices for numeric constants. > In some cases you get a hard error; for example "NumericVar + 4.4" > yields > ERROR: Unable to identify an operator '+' for types 'numeric' and 'float8' > You will have to retype this query using an explicit cast > because "4.4" is initially typed as float8 and the system can't figure > out whether to use numeric or float8 addition. A more subtle problem > is that a query like "... WHERE Int2Var < 42" is unable to make use of > an index on the int2 column: 42 is resolved as int4, so the operator > is int24lt, which works but is not in the opclass of an int2 index. > > Here is a proposal for fixing these problems. I think we could get this > done for 7.1 if people like it. > > The basic problem is that there's not enough smarts in the type resolver > about the interrelationships of the numeric datatypes. All it has is > a concept of a most-preferred type within the category of numeric types. > (We are abusing the most-preferred-type mechanism, BTW, because both > FLOAT8 and NUMERIC claim to be the most-preferred type in the numeric > category! This is in fact why the resolver can't make a choice for > "numeric+float8".) We need more intelligence than that. > > I propose that we set up a strictly-ordered hierarchy of numeric > datatypes, running from least preferred to most preferred: > int2, int4, int8, numeric, float4, float8. > Rather than simply considering coercions to the most-preferred type, > the type resolver should use the following rules: > > 1. No value will be down-converted (eg int4 to int2) except by an > explicit conversion. > > 2. If there is not an exact matching operator, numeric values will be > up-converted to the highest numeric datatype present among the operator > or function's arguments. For example, given "int2 + int8" we'd up- > convert the int2 to int8 and apply int8 addition. > > The final piece of the puzzle is that the type initially assigned to > an undecorated numeric constant should be NUMERIC if it contains a > decimal point or exponent, and otherwise the smallest of int2, int4, > int8, NUMERIC that will represent it. This is a considerable change > from the current lexer behavior, where you get either int4 or float8. > > For example, given "NumericVar + 4.4", the constant 4.4 will initially > be assigned type NUMERIC, we will resolve the operator as numeric plus, > and everything's fine. Given "Float8Var + 4.4", the constant is still > initially numeric, but will be up-converted to float8 so that float8 > addition can be used. The end result is the same as in traditional > Postgres: you get float8 addition. Given "Int2Var < 42", the constant > is initially typed as int2, since it fits, and we end up selecting > int2lt, thereby allowing use of an int2 index. (On the other hand, > given "Int2Var < 100000", we'd end up using int4lt, which is correct > to avoid overflow.) > > A couple of crucial subtleties here: > > 1. We are assuming that the parser or optimizer will constant-fold > any conversion functions that are introduced. Thus, in the > "Float8Var + 4.4" case, the 4.4 is represented as a float8 4.4 by the > time execution begins, so there's no performance loss. > > 2. We cannot lose precision by initially representing a constant as > numeric and later converting it to float. Nor can we exceed NUMERIC's > range (the default 1000-digit limit is more than the range of IEEE > float8 data). It would not work as well to start out by representing > a constant as float and then converting it to numeric. > > Presently, the pg_proc and pg_operator tables contain a pretty fair > collection of cross-datatype numeric operators, such as int24lt, > float48pl, etc. We could perhaps leave these in, but I believe that > it is better to remove them. For example, if int42lt is left in place, > then it would capture cases like "Int4Var < 42", whereas we need that > to be translated to int4lt so that an int4 index can be used. Removing > these operators will eliminate some code bloat and system-catalog bloat > to boot. > > As far as I can tell, this proposal is almost compatible with the rules > given in SQL92: in particular, SQL92 specifies that an operator having > both "approximate numeric" (float) and "exact numeric" (int or numeric) > inputs should deliver an approximate-numeric result. I propose > deviating from SQL92 in a single respect: SQL92 specifies that a > constant containing an exponent (eg 1.2E34) is approximate numeric, > which implies that the result of an operator using it is approximate > even if the other operand is exact. I believe it's better to treat > such a constant as exact (ie, type NUMERIC) and only convert it to > float if the other operand is float. Without doing that, an assignment > like > UPDATE tab SET NumericVar = 1.234567890123456789012345E34; > will not work as desired because the constant will be prematurely > coerced to float, causing precision loss. > > Comments? > > regards, tom lane > -- Bruce Momjian | http://www.op.net/~candle pgman@candle.pha.pa.us | (610) 853-3000+ If your life is a hard drive, | 830 Blythe Avenue + Christ can be your backup. | Drexel Hill, Pennsylvania19026
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