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TABLESAMPLE, SQL Standard and extensible

Add a TABLESAMPLE clause to SELECT statements that allows
user to specify random BERNOULLI sampling or block level
SYSTEM sampling. Implementation allows for extensible
sampling functions to be written, using a standard API.
Basic version follows SQLStandard exactly. Usable
concrete use cases for the sampling API follow in later
commits.

Petr Jelinek

Reviewed by Michael Paquier and Simon Riggs
This commit is contained in:
Simon Riggs
2015-05-15 14:37:10 -04:00
parent 11a83bbedd
commit f6d208d6e5
66 changed files with 2756 additions and 40 deletions

View File

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/*-------------------------------------------------------------------------
*
* system.c
* interface routines for system tablesample method
*
*
* Portions Copyright (c) 1996-2014, PostgreSQL Global Development Group
*
* IDENTIFICATION
* src/backend/utils/tablesample/system.c
*
*-------------------------------------------------------------------------
*/
#include "postgres.h"
#include "fmgr.h"
#include "access/tablesample.h"
#include "access/relscan.h"
#include "nodes/execnodes.h"
#include "nodes/relation.h"
#include "optimizer/clauses.h"
#include "storage/bufmgr.h"
#include "utils/sampling.h"
/*
* State
*/
typedef struct
{
BlockSamplerData bs;
uint32 seed; /* random seed */
BlockNumber nblocks; /* number of block in relation */
int samplesize; /* number of blocks to return */
OffsetNumber lt; /* last tuple returned from current block */
} SystemSamplerData;
/*
* Initializes the state.
*/
Datum
tsm_system_init(PG_FUNCTION_ARGS)
{
TableSampleDesc *tsdesc = (TableSampleDesc *) PG_GETARG_POINTER(0);
uint32 seed = PG_GETARG_UINT32(1);
float4 percent = PG_ARGISNULL(2) ? -1 : PG_GETARG_FLOAT4(2);
HeapScanDesc scan = tsdesc->heapScan;
SystemSamplerData *sampler;
if (percent < 0 || percent > 100)
ereport(ERROR,
(errcode(ERRCODE_NUMERIC_VALUE_OUT_OF_RANGE),
errmsg("invalid sample size"),
errhint("Sample size must be numeric value between 0 and 100 (inclusive).")));
sampler = palloc0(sizeof(SystemSamplerData));
/* Remember initial values for reinit */
sampler->seed = seed;
sampler->nblocks = scan->rs_nblocks;
sampler->samplesize = 1 + (int) (sampler->nblocks * (percent / 100.0));
sampler->lt = InvalidOffsetNumber;
BlockSampler_Init(&sampler->bs, sampler->nblocks, sampler->samplesize,
sampler->seed);
tsdesc->tsmdata = (void *) sampler;
PG_RETURN_VOID();
}
/*
* Get next block number or InvalidBlockNumber when we're done.
*
* Uses the same logic as ANALYZE for picking the random blocks.
*/
Datum
tsm_system_nextblock(PG_FUNCTION_ARGS)
{
TableSampleDesc *tsdesc = (TableSampleDesc *) PG_GETARG_POINTER(0);
SystemSamplerData *sampler = (SystemSamplerData *) tsdesc->tsmdata;
BlockNumber blockno;
if (!BlockSampler_HasMore(&sampler->bs))
PG_RETURN_UINT32(InvalidBlockNumber);
blockno = BlockSampler_Next(&sampler->bs);
PG_RETURN_UINT32(blockno);
}
/*
* Get next tuple offset in current block or InvalidOffsetNumber if we are done
* with this block.
*/
Datum
tsm_system_nexttuple(PG_FUNCTION_ARGS)
{
TableSampleDesc *tsdesc = (TableSampleDesc *) PG_GETARG_POINTER(0);
OffsetNumber maxoffset = PG_GETARG_UINT16(2);
SystemSamplerData *sampler = (SystemSamplerData *) tsdesc->tsmdata;
OffsetNumber tupoffset = sampler->lt;
if (tupoffset == InvalidOffsetNumber)
tupoffset = FirstOffsetNumber;
else
tupoffset++;
if (tupoffset > maxoffset)
tupoffset = InvalidOffsetNumber;
sampler->lt = tupoffset;
PG_RETURN_UINT16(tupoffset);
}
/*
* Cleanup method.
*/
Datum
tsm_system_end(PG_FUNCTION_ARGS)
{
TableSampleDesc *tsdesc = (TableSampleDesc *) PG_GETARG_POINTER(0);
pfree(tsdesc->tsmdata);
PG_RETURN_VOID();
}
/*
* Reset state (called by ReScan).
*/
Datum
tsm_system_reset(PG_FUNCTION_ARGS)
{
TableSampleDesc *tsdesc = (TableSampleDesc *) PG_GETARG_POINTER(0);
SystemSamplerData *sampler = (SystemSamplerData *) tsdesc->tsmdata;
sampler->lt = InvalidOffsetNumber;
BlockSampler_Init(&sampler->bs, sampler->nblocks, sampler->samplesize,
sampler->seed);
PG_RETURN_VOID();
}
/*
* Costing function.
*/
Datum
tsm_system_cost(PG_FUNCTION_ARGS)
{
PlannerInfo *root = (PlannerInfo *) PG_GETARG_POINTER(0);
Path *path = (Path *) PG_GETARG_POINTER(1);
RelOptInfo *baserel = (RelOptInfo *) PG_GETARG_POINTER(2);
List *args = (List *) PG_GETARG_POINTER(3);
BlockNumber *pages = (BlockNumber *) PG_GETARG_POINTER(4);
double *tuples = (double *) PG_GETARG_POINTER(5);
Node *pctnode;
float4 samplesize;
pctnode = linitial(args);
pctnode = estimate_expression_value(root, pctnode);
if (IsA(pctnode, RelabelType))
pctnode = (Node *) ((RelabelType *) pctnode)->arg;
if (IsA(pctnode, Const))
{
samplesize = DatumGetFloat4(((Const *) pctnode)->constvalue);
samplesize /= 100.0;
}
else
{
/* Default samplesize if the estimation didn't return Const. */
samplesize = 0.1f;
}
*pages = baserel->pages * samplesize;
*tuples = path->rows * samplesize;
path->rows = *tuples;
PG_RETURN_VOID();
}