postgresql/src/backend/utils/adt/selfuncs.c

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/*-------------------------------------------------------------------------
*
* selfuncs.c
* Selectivity functions and index cost estimation functions for
* standard operators and index access methods.
*
* Selectivity routines are registered in the pg_operator catalog
* in the "oprrest" and "oprjoin" attributes.
*
* Index cost functions are registered in the pg_am catalog
* in the "amcostestimate" attribute.
*
* Portions Copyright (c) 1996-2000, PostgreSQL, Inc
* Portions Copyright (c) 1994, Regents of the University of California
*
*
* IDENTIFICATION
2000-03-20 16:42:47 +01:00
* $Header: /cvsroot/pgsql/src/backend/utils/adt/selfuncs.c,v 1.60 2000/03/20 15:42:46 momjian Exp $
*
*-------------------------------------------------------------------------
*/
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#include "postgres.h"
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#include "access/heapam.h"
#include "catalog/catname.h"
#include "catalog/pg_operator.h"
#include "catalog/pg_proc.h"
#include "catalog/pg_statistic.h"
#include "catalog/pg_type.h"
#include "optimizer/cost.h"
#include "parser/parse_func.h"
#include "parser/parse_oper.h"
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#include "utils/builtins.h"
#include "utils/int8.h"
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#include "utils/lsyscache.h"
#include "utils/syscache.h"
/* N is not a valid var/constant or relation id */
#define NONVALUE(N) ((N) == 0)
/* are we looking at a functional index selectivity request? */
#define FunctionalSelectivity(nIndKeys,attNum) ((attNum)==InvalidAttrNumber)
/* default selectivity estimate for equalities such as "A = b" */
#define DEFAULT_EQ_SEL 0.01
/* default selectivity estimate for inequalities such as "A < b" */
#define DEFAULT_INEQ_SEL (1.0 / 3.0)
static void getattproperties(Oid relid, AttrNumber attnum,
Oid *typid,
int *typlen,
bool *typbyval,
int32 *typmod);
static bool getattstatistics(Oid relid, AttrNumber attnum,
Oid typid, int32 typmod,
double *nullfrac,
double *commonfrac,
Datum *commonval,
Datum *loval,
Datum *hival);
/*
* eqsel - Selectivity of "=" for any data types.
*
* Note: this routine is also used to estimate selectivity for some
* operators that are not "=" but have comparable selectivity behavior,
* such as "~~" (text LIKE). Even for "=" we must keep in mind that
* the left and right datatypes may differ, so the type of the given
* constant "value" may be different from the type of the attribute.
*/
float64
eqsel(Oid opid,
Oid relid,
AttrNumber attno,
Datum value,
int32 flag)
{
float64 result;
result = (float64) palloc(sizeof(float64data));
if (NONVALUE(attno) || NONVALUE(relid))
*result = DEFAULT_EQ_SEL;
else
{
Oid typid;
int typlen;
bool typbyval;
int32 typmod;
double nullfrac;
double commonfrac;
Datum commonval;
double selec;
/* get info about the attribute */
getattproperties(relid, attno,
&typid, &typlen, &typbyval, &typmod);
/* get stats for the attribute, if available */
if (getattstatistics(relid, attno, typid, typmod,
&nullfrac, &commonfrac, &commonval,
NULL, NULL))
{
if (flag & SEL_CONSTANT)
{
/* Is the constant "=" to the column's most common value?
* (Although the operator may not really be "=",
* we will assume that seeing whether it returns TRUE
* for the most common value is useful information.
* If you don't like it, maybe you shouldn't be using
* eqsel for your operator...)
*/
RegProcedure eqproc = get_opcode(opid);
bool mostcommon;
if (eqproc == (RegProcedure) NULL)
elog(ERROR, "eqsel: no procedure for operator %u",
opid);
/* be careful to apply operator right way 'round */
if (flag & SEL_RIGHT)
mostcommon = (bool)
DatumGetUInt8(fmgr(eqproc, commonval, value));
else
mostcommon = (bool)
DatumGetUInt8(fmgr(eqproc, value, commonval));
if (mostcommon)
{
/* Constant is "=" to the most common value. We know
* selectivity exactly (or as exactly as VACUUM could
* calculate it, anyway).
*/
selec = commonfrac;
}
else
{
/* Comparison is against a constant that is neither the
* most common value nor null. Its selectivity cannot
* be more than this:
*/
selec = 1.0 - commonfrac - nullfrac;
if (selec > commonfrac)
selec = commonfrac;
/* and in fact it's probably less, so we should apply
* a fudge factor. The only case where we don't is
* for a boolean column, where indeed we have estimated
* the less-common value's frequency exactly!
*/
if (typid != BOOLOID)
selec *= 0.5;
}
}
else
{
/* Search is for a value that we do not know a priori,
* but we will assume it is not NULL. Selectivity
* cannot be more than this:
*/
selec = 1.0 - nullfrac;
if (selec > commonfrac)
selec = commonfrac;
/* and in fact it's probably less, so apply a fudge
* factor.
*/
selec *= 0.5;
}
/* result should be in range, but make sure... */
if (selec < 0.0)
selec = 0.0;
else if (selec > 1.0)
selec = 1.0;
if (! typbyval)
pfree(DatumGetPointer(commonval));
}
else
{
/* No VACUUM ANALYZE stats available, so make a guess using
* the disbursion stat (if we have that, which is unlikely
* for a normal attribute; but for a system attribute we may
* be able to estimate it).
*/
selec = get_attdisbursion(relid, attno, 0.01);
}
*result = (float64data) selec;
}
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return result;
}
/*
* neqsel - Selectivity of "!=" for any data types.
*
* This routine is also used for some operators that are not "!="
* but have comparable selectivity behavior. See above comments
* for eqsel().
*/
float64
neqsel(Oid opid,
Oid relid,
AttrNumber attno,
Datum value,
int32 flag)
{
float64 result;
result = eqsel(opid, relid, attno, value, flag);
*result = 1.0 - *result;
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return result;
}
/*
* scalarltsel - Selectivity of "<" (also "<=") for scalars.
*
* This routine works for any datatype (or pair of datatypes) known to
* convert_to_scalar(). If it is applied to some other datatype,
* it will return a default estimate.
*/
float64
scalarltsel(Oid opid,
Oid relid,
AttrNumber attno,
Datum value,
int32 flag)
{
float64 result;
result = (float64) palloc(sizeof(float64data));
if (! (flag & SEL_CONSTANT) || NONVALUE(attno) || NONVALUE(relid))
*result = DEFAULT_INEQ_SEL;
else
{
HeapTuple oprtuple;
Oid ltype,
rtype;
Oid typid;
int typlen;
bool typbyval;
int32 typmod;
Datum hival,
loval;
double val,
high,
low,
numerator,
denominator;
/* Get left and right datatypes of the operator so we know
* what type the constant is.
*/
oprtuple = get_operator_tuple(opid);
if (! HeapTupleIsValid(oprtuple))
elog(ERROR, "scalarltsel: no tuple for operator %u", opid);
ltype = ((Form_pg_operator) GETSTRUCT(oprtuple))->oprleft;
rtype = ((Form_pg_operator) GETSTRUCT(oprtuple))->oprright;
/* Convert the constant to a uniform comparison scale. */
if (! convert_to_scalar(value,
((flag & SEL_RIGHT) ? rtype : ltype),
&val))
{
/* Ideally we'd produce an error here, on the grounds that the
* given operator shouldn't have scalarltsel registered as its
* selectivity func unless we can deal with its operand types.
* But currently, all manner of stuff is invoking scalarltsel,
* so give a default estimate until that can be fixed.
*/
*result = DEFAULT_INEQ_SEL;
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return result;
}
/* Now get info and stats about the attribute */
getattproperties(relid, attno,
&typid, &typlen, &typbyval, &typmod);
if (! getattstatistics(relid, attno, typid, typmod,
NULL, NULL, NULL,
&loval, &hival))
{
/* no stats available, so default result */
*result = DEFAULT_INEQ_SEL;
return result;
}
/* Convert the attribute's loval/hival to common scale. */
if (! convert_to_scalar(loval, typid, &low) ||
! convert_to_scalar(hival, typid, &high))
{
/* See above comments... */
if (! typbyval)
{
pfree(DatumGetPointer(hival));
pfree(DatumGetPointer(loval));
}
*result = DEFAULT_INEQ_SEL;
return result;
}
/* release temp storage if needed */
if (! typbyval)
{
pfree(DatumGetPointer(hival));
pfree(DatumGetPointer(loval));
}
if (high <= low)
{
/* If we trusted the stats fully, we could return a small or
* large selec depending on which side of the single data point
* the constant is on. But it seems better to assume that the
* stats are wrong and return a default...
*/
*result = DEFAULT_INEQ_SEL;
}
else if (val < low || val > high)
{
/* If given value is outside the statistical range, return a
* small or large value; but not 0.0/1.0 since there is a chance
* the stats are out of date.
*/
if (flag & SEL_RIGHT)
*result = (val < low) ? 0.001 : 0.999;
else
*result = (val < low) ? 0.999 : 0.001;
}
else
{
denominator = high - low;
if (flag & SEL_RIGHT)
numerator = val - low;
else
numerator = high - val;
*result = numerator / denominator;
}
}
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return result;
}
/*
* scalargtsel - Selectivity of ">" (also ">=") for integers.
*
* See above comments for scalarltsel.
*/
float64
scalargtsel(Oid opid,
Oid relid,
AttrNumber attno,
Datum value,
int32 flag)
{
float64 result;
/* Compute selectivity of "<", then invert --- but only if we
* were able to produce a non-default estimate.
*/
result = scalarltsel(opid, relid, attno, value, flag);
if (*result != DEFAULT_INEQ_SEL)
*result = 1.0 - *result;
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return result;
}
/*
* eqjoinsel - Join selectivity of "="
*/
float64
eqjoinsel(Oid opid,
Oid relid1,
AttrNumber attno1,
Oid relid2,
AttrNumber attno2)
{
float64 result;
float64data num1,
num2,
min;
bool unknown1 = NONVALUE(relid1) || NONVALUE(attno1);
bool unknown2 = NONVALUE(relid2) || NONVALUE(attno2);
result = (float64) palloc(sizeof(float64data));
if (unknown1 && unknown2)
*result = DEFAULT_EQ_SEL;
else
{
num1 = unknown1 ? 1.0 : get_attdisbursion(relid1, attno1, 0.01);
num2 = unknown2 ? 1.0 : get_attdisbursion(relid2, attno2, 0.01);
/*
* The join selectivity cannot be more than num2, since each
* tuple in table 1 could match no more than num2 fraction of
* tuples in table 2 (and that's only if the table-1 tuple
* matches the most common value in table 2, so probably it's
* less). By the same reasoning it is not more than num1.
* The min is therefore an upper bound.
*
* If we know the disbursion of only one side, use it; the reasoning
* above still works.
*
* XXX can we make a better estimate here? Using the nullfrac
* statistic might be helpful, for example. Assuming the operator
* is strict (does not succeed for null inputs) then the selectivity
* couldn't be more than (1-nullfrac1)*(1-nullfrac2), which might
* be usefully small if there are many nulls. How about applying
* the operator to the most common values?
*/
min = (num1 < num2) ? num1 : num2;
*result = min;
}
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return result;
}
/*
* neqjoinsel - Join selectivity of "!="
*/
float64
neqjoinsel(Oid opid,
Oid relid1,
AttrNumber attno1,
Oid relid2,
AttrNumber attno2)
{
float64 result;
result = eqjoinsel(opid, relid1, attno1, relid2, attno2);
*result = 1.0 - *result;
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return result;
}
/*
* scalarltjoinsel - Join selectivity of "<" and "<=" for scalars
*/
float64
scalarltjoinsel(Oid opid,
Oid relid1,
AttrNumber attno1,
Oid relid2,
AttrNumber attno2)
{
float64 result;
result = (float64) palloc(sizeof(float64data));
*result = DEFAULT_INEQ_SEL;
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return result;
}
/*
* scalargtjoinsel - Join selectivity of ">" and ">=" for scalars
*/
float64
scalargtjoinsel(Oid opid,
Oid relid1,
AttrNumber attno1,
Oid relid2,
AttrNumber attno2)
{
float64 result;
result = (float64) palloc(sizeof(float64data));
*result = DEFAULT_INEQ_SEL;
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return result;
}
/*
* convert_to_scalar
* Convert a non-NULL value of the indicated type to the comparison
* scale needed by scalarltsel()/scalargtsel().
* Returns "true" if successful.
*
* All numeric datatypes are simply converted to their equivalent
* "double" values.
*
* String datatypes are converted to a crude scale using their first character
* (only if it is in the ASCII range, to try to avoid problems with non-ASCII
* collating sequences).
*
* The several datatypes representing absolute times are all converted
* to Timestamp, which is actually a double, and then we just use that
* double value. Note this will give bad results for the various "special"
* values of Timestamp --- what can we do with those?
*
* The several datatypes representing relative times (intervals) are all
* converted to measurements expressed in seconds.
*/
bool
convert_to_scalar(Datum value, Oid typid,
double *scaleval)
{
switch (typid)
{
/*
* Built-in numeric types
*/
case BOOLOID:
*scaleval = (double) DatumGetUInt8(value);
return true;
case INT2OID:
*scaleval = (double) DatumGetInt16(value);
return true;
case INT4OID:
*scaleval = (double) DatumGetInt32(value);
return true;
case INT8OID:
*scaleval = (double) (* i8tod((int64 *) DatumGetPointer(value)));
return true;
case FLOAT4OID:
*scaleval = (double) (* DatumGetFloat32(value));
return true;
case FLOAT8OID:
*scaleval = (double) (* DatumGetFloat64(value));
return true;
case NUMERICOID:
*scaleval = (double) (* numeric_float8((Numeric) DatumGetPointer(value)));
return true;
case OIDOID:
case REGPROCOID:
/* we can treat OIDs as integers... */
*scaleval = (double) DatumGetObjectId(value);
return true;
/*
* Built-in string types
*/
case CHAROID:
{
char ch = DatumGetChar(value);
if (ch >= 0 && ch < 127)
{
*scaleval = (double) ch;
return true;
}
break;
}
case BPCHAROID:
case VARCHAROID:
case TEXTOID:
if (VARSIZE(DatumGetPointer(value)) > VARHDRSZ)
{
char ch = * (char *) VARDATA(DatumGetPointer(value));
if (ch >= 0 && ch < 127)
{
*scaleval = (double) ch;
return true;
}
}
break;
case NAMEOID:
{
NameData *nm = (NameData *) DatumGetPointer(value);
char ch = NameStr(*nm)[0];
if (ch >= 0 && ch < 127)
{
*scaleval = (double) ch;
return true;
}
break;
}
/*
* Built-in absolute-time types
*/
case TIMESTAMPOID:
*scaleval = * ((Timestamp *) DatumGetPointer(value));
return true;
case ABSTIMEOID:
*scaleval = * abstime_timestamp(value);
return true;
case DATEOID:
*scaleval = * date_timestamp(value);
return true;
/*
* Built-in relative-time types
*/
case INTERVALOID:
{
Interval *interval = (Interval *) DatumGetPointer(value);
/*
* Convert the month part of Interval to days using assumed
* average month length of 365.25/12.0 days. Not too accurate,
* but plenty good enough for our purposes.
*/
*scaleval = interval->time +
interval->month * (365.25/12.0 * 24.0 * 60.0 * 60.0);
return true;
}
case RELTIMEOID:
*scaleval = (RelativeTime) DatumGetInt32(value);
return true;
case TINTERVALOID:
{
TimeInterval interval = (TimeInterval) DatumGetPointer(value);
if (interval->status != 0)
{
*scaleval = interval->data[1] - interval->data[0];
return true;
}
break;
}
case TIMEOID:
*scaleval = * ((TimeADT *) DatumGetPointer(value));
return true;
default:
{
/*
* See whether there is a registered type-conversion function,
* namely a procedure named "float8" with the right signature.
* If so, assume we can convert the value to the numeric scale.
*
* NOTE: there are no such procedures in the standard distribution,
* except with argument types that we already dealt with above.
* This code is just here as an escape for user-defined types.
*/
Oid oid_array[FUNC_MAX_ARGS];
HeapTuple ftup;
MemSet(oid_array, 0, FUNC_MAX_ARGS * sizeof(Oid));
oid_array[0] = typid;
ftup = SearchSysCacheTuple(PROCNAME,
PointerGetDatum("float8"),
Int32GetDatum(1),
PointerGetDatum(oid_array),
0);
if (HeapTupleIsValid(ftup) &&
((Form_pg_proc) GETSTRUCT(ftup))->prorettype == FLOAT8OID)
{
RegProcedure convertproc = (RegProcedure) ftup->t_data->t_oid;
Datum converted = (Datum) fmgr(convertproc, value);
*scaleval = (double) (* DatumGetFloat64(converted));
return true;
}
break;
}
}
/* Don't know how to convert */
return false;
}
/*
* getattproperties
* Retrieve pg_attribute properties for an attribute,
* including type OID, type len, type byval flag, typmod.
*/
static void
getattproperties(Oid relid, AttrNumber attnum,
Oid *typid, int *typlen, bool *typbyval, int32 *typmod)
{
HeapTuple atp;
Form_pg_attribute att_tup;
atp = SearchSysCacheTuple(ATTNUM,
ObjectIdGetDatum(relid),
Int16GetDatum(attnum),
0, 0);
if (! HeapTupleIsValid(atp))
elog(ERROR, "getattproperties: no attribute tuple %u %d",
relid, (int) attnum);
att_tup = (Form_pg_attribute) GETSTRUCT(atp);
*typid = att_tup->atttypid;
*typlen = att_tup->attlen;
*typbyval = att_tup->attbyval;
*typmod = att_tup->atttypmod;
}
/*
* getattstatistics
* Retrieve the pg_statistic data for an attribute.
* Returns 'false' if no stats are available.
*
* Inputs:
* 'relid' and 'attnum' are the relation and attribute number.
* 'typid' and 'typmod' are the type and typmod of the column,
* which the caller must already have looked up.
*
* Outputs:
* The available stats are nullfrac, commonfrac, commonval, loval, hival.
* The caller need not retrieve all five --- pass NULL pointers for the
* unwanted values.
*
* commonval, loval, hival are returned as Datums holding the internal
* representation of the values. (Note that these should be pfree'd
* after use if the data type is not by-value.)
*/
static bool
getattstatistics(Oid relid,
AttrNumber attnum,
Oid typid,
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int32 typmod,
double *nullfrac,
double *commonfrac,
Datum *commonval,
Datum *loval,
Datum *hival)
{
HeapTuple tuple;
HeapTuple typeTuple;
FmgrInfo inputproc;
Oid typelem;
bool isnull;
/*
* We assume that there will only be one entry in pg_statistic for
* the given rel/att, so we search WITHOUT considering the staop
* column. Someday, VACUUM might store more than one entry per rel/att,
* corresponding to more than one possible sort ordering defined for
* the column type. However, to make that work we will need to figure
* out which staop to search for --- it's not necessarily the one we
* have at hand! (For example, we might have a '>' operator rather than
* the '<' operator that will appear in staop.)
*/
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tuple = SearchSysCacheTuple(STATRELID,
ObjectIdGetDatum(relid),
Int16GetDatum((int16) attnum),
0,
0);
if (!HeapTupleIsValid(tuple))
{
/* no such stats entry */
return false;
}
if (nullfrac)
*nullfrac = ((Form_pg_statistic) GETSTRUCT(tuple))->stanullfrac;
if (commonfrac)
*commonfrac = ((Form_pg_statistic) GETSTRUCT(tuple))->stacommonfrac;
/* Get the type input proc for the column datatype */
typeTuple = SearchSysCacheTuple(TYPEOID,
ObjectIdGetDatum(typid),
0, 0, 0);
if (! HeapTupleIsValid(typeTuple))
elog(ERROR, "getattstatistics: Cache lookup failed for type %u",
typid);
fmgr_info(((Form_pg_type) GETSTRUCT(typeTuple))->typinput, &inputproc);
typelem = ((Form_pg_type) GETSTRUCT(typeTuple))->typelem;
/* Values are variable-length fields, so cannot access as struct fields.
* Must do it the hard way with SysCacheGetAttr.
*/
if (commonval)
{
text *val = (text *) SysCacheGetAttr(STATRELID, tuple,
Anum_pg_statistic_stacommonval,
&isnull);
if (isnull)
{
elog(DEBUG, "getattstatistics: stacommonval is null");
*commonval = PointerGetDatum(NULL);
}
else
{
char *strval = textout(val);
*commonval = (Datum)
(*fmgr_faddr(&inputproc)) (strval, typelem, typmod);
pfree(strval);
}
}
if (loval)
{
text *val = (text *) SysCacheGetAttr(STATRELID, tuple,
Anum_pg_statistic_staloval,
&isnull);
if (isnull)
{
elog(DEBUG, "getattstatistics: staloval is null");
*loval = PointerGetDatum(NULL);
}
else
{
char *strval = textout(val);
*loval = (Datum)
(*fmgr_faddr(&inputproc)) (strval, typelem, typmod);
pfree(strval);
}
}
if (hival)
{
text *val = (text *) SysCacheGetAttr(STATRELID, tuple,
Anum_pg_statistic_stahival,
&isnull);
if (isnull)
{
elog(DEBUG, "getattstatistics: stahival is null");
*hival = PointerGetDatum(NULL);
}
else
{
char *strval = textout(val);
*hival = (Datum)
(*fmgr_faddr(&inputproc)) (strval, typelem, typmod);
pfree(strval);
}
}
return true;
}
/*-------------------------------------------------------------------------
*
* Index cost estimation functions
*
* genericcostestimate is a general-purpose estimator for use when we
* don't have any better idea about how to estimate. Index-type-specific
* knowledge can be incorporated in the type-specific routines.
*
*-------------------------------------------------------------------------
*/
static void
genericcostestimate(Query *root, RelOptInfo *rel,
IndexOptInfo *index, List *indexQuals,
Cost *indexStartupCost,
Cost *indexTotalCost,
Selectivity *indexSelectivity)
{
double numIndexTuples;
double numIndexPages;
/* Estimate the fraction of main-table tuples that will be visited */
*indexSelectivity = clauselist_selectivity(root, indexQuals,
lfirsti(rel->relids));
/* Estimate the number of index tuples that will be visited */
numIndexTuples = *indexSelectivity * index->tuples;
/* Estimate the number of index pages that will be retrieved */
numIndexPages = *indexSelectivity * index->pages;
/*
* Compute the index access cost.
*
* Our generic assumption is that the index pages will be read
* sequentially, so they have cost 1.0 each, not random_page_cost.
* Also, we charge for evaluation of the indexquals at each index tuple.
* All the costs are assumed to be paid incrementally during the scan.
*/
*indexStartupCost = 0;
*indexTotalCost = numIndexPages +
(cpu_index_tuple_cost + cost_qual_eval(indexQuals)) * numIndexTuples;
}
/*
* For first cut, just use generic function for all index types.
*/
void
btcostestimate(Query *root, RelOptInfo *rel,
IndexOptInfo *index, List *indexQuals,
Cost *indexStartupCost,
Cost *indexTotalCost,
Selectivity *indexSelectivity)
{
genericcostestimate(root, rel, index, indexQuals,
indexStartupCost, indexTotalCost, indexSelectivity);
}
void
rtcostestimate(Query *root, RelOptInfo *rel,
IndexOptInfo *index, List *indexQuals,
Cost *indexStartupCost,
Cost *indexTotalCost,
Selectivity *indexSelectivity)
{
genericcostestimate(root, rel, index, indexQuals,
indexStartupCost, indexTotalCost, indexSelectivity);
}
void
hashcostestimate(Query *root, RelOptInfo *rel,
IndexOptInfo *index, List *indexQuals,
Cost *indexStartupCost,
Cost *indexTotalCost,
Selectivity *indexSelectivity)
{
genericcostestimate(root, rel, index, indexQuals,
indexStartupCost, indexTotalCost, indexSelectivity);
}
void
gistcostestimate(Query *root, RelOptInfo *rel,
IndexOptInfo *index, List *indexQuals,
Cost *indexStartupCost,
Cost *indexTotalCost,
Selectivity *indexSelectivity)
{
genericcostestimate(root, rel, index, indexQuals,
indexStartupCost, indexTotalCost, indexSelectivity);
}