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Diffstat (limited to 'ext/misc/percentile.c')
-rw-r--r-- | ext/misc/percentile.c | 220 |
1 files changed, 220 insertions, 0 deletions
diff --git a/ext/misc/percentile.c b/ext/misc/percentile.c new file mode 100644 index 0000000..d83bc5b --- /dev/null +++ b/ext/misc/percentile.c @@ -0,0 +1,220 @@ +/* +** 2013-05-28 +** +** The author disclaims copyright to this source code. In place of +** a legal notice, here is a blessing: +** +** May you do good and not evil. +** May you find forgiveness for yourself and forgive others. +** May you share freely, never taking more than you give. +** +****************************************************************************** +** +** This file contains code to implement the percentile(Y,P) SQL function +** as described below: +** +** (1) The percentile(Y,P) function is an aggregate function taking +** exactly two arguments. +** +** (2) If the P argument to percentile(Y,P) is not the same for every +** row in the aggregate then an error is thrown. The word "same" +** in the previous sentence means that the value differ by less +** than 0.001. +** +** (3) If the P argument to percentile(Y,P) evaluates to anything other +** than a number in the range of 0.0 to 100.0 inclusive then an +** error is thrown. +** +** (4) If any Y argument to percentile(Y,P) evaluates to a value that +** is not NULL and is not numeric then an error is thrown. +** +** (5) If any Y argument to percentile(Y,P) evaluates to plus or minus +** infinity then an error is thrown. (SQLite always interprets NaN +** values as NULL.) +** +** (6) Both Y and P in percentile(Y,P) can be arbitrary expressions, +** including CASE WHEN expressions. +** +** (7) The percentile(Y,P) aggregate is able to handle inputs of at least +** one million (1,000,000) rows. +** +** (8) If there are no non-NULL values for Y, then percentile(Y,P) +** returns NULL. +** +** (9) If there is exactly one non-NULL value for Y, the percentile(Y,P) +** returns the one Y value. +** +** (10) If there N non-NULL values of Y where N is two or more and +** the Y values are ordered from least to greatest and a graph is +** drawn from 0 to N-1 such that the height of the graph at J is +** the J-th Y value and such that straight lines are drawn between +** adjacent Y values, then the percentile(Y,P) function returns +** the height of the graph at P*(N-1)/100. +** +** (11) The percentile(Y,P) function always returns either a floating +** point number or NULL. +** +** (12) The percentile(Y,P) is implemented as a single C99 source-code +** file that compiles into a shared-library or DLL that can be loaded +** into SQLite using the sqlite3_load_extension() interface. +*/ +#include "sqlite3ext.h" +SQLITE_EXTENSION_INIT1 +#include <assert.h> +#include <string.h> +#include <stdlib.h> + +/* The following object is the session context for a single percentile() +** function. We have to remember all input Y values until the very end. +** Those values are accumulated in the Percentile.a[] array. +*/ +typedef struct Percentile Percentile; +struct Percentile { + unsigned nAlloc; /* Number of slots allocated for a[] */ + unsigned nUsed; /* Number of slots actually used in a[] */ + double rPct; /* 1.0 more than the value for P */ + double *a; /* Array of Y values */ +}; + +/* +** Return TRUE if the input floating-point number is an infinity. +*/ +static int isInfinity(double r){ + sqlite3_uint64 u; + assert( sizeof(u)==sizeof(r) ); + memcpy(&u, &r, sizeof(u)); + return ((u>>52)&0x7ff)==0x7ff; +} + +/* +** Return TRUE if two doubles differ by 0.001 or less +*/ +static int sameValue(double a, double b){ + a -= b; + return a>=-0.001 && a<=0.001; +} + +/* +** The "step" function for percentile(Y,P) is called once for each +** input row. +*/ +static void percentStep(sqlite3_context *pCtx, int argc, sqlite3_value **argv){ + Percentile *p; + double rPct; + int eType; + double y; + assert( argc==2 ); + + /* Requirement 3: P must be a number between 0 and 100 */ + eType = sqlite3_value_numeric_type(argv[1]); + rPct = sqlite3_value_double(argv[1]); + if( (eType!=SQLITE_INTEGER && eType!=SQLITE_FLOAT) + || rPct<0.0 || rPct>100.0 ){ + sqlite3_result_error(pCtx, "2nd argument to percentile() is not " + "a number between 0.0 and 100.0", -1); + return; + } + + /* Allocate the session context. */ + p = (Percentile*)sqlite3_aggregate_context(pCtx, sizeof(*p)); + if( p==0 ) return; + + /* Remember the P value. Throw an error if the P value is different + ** from any prior row, per Requirement (2). */ + if( p->rPct==0.0 ){ + p->rPct = rPct+1.0; + }else if( !sameValue(p->rPct,rPct+1.0) ){ + sqlite3_result_error(pCtx, "2nd argument to percentile() is not the " + "same for all input rows", -1); + return; + } + + /* Ignore rows for which Y is NULL */ + eType = sqlite3_value_type(argv[0]); + if( eType==SQLITE_NULL ) return; + + /* If not NULL, then Y must be numeric. Otherwise throw an error. + ** Requirement 4 */ + if( eType!=SQLITE_INTEGER && eType!=SQLITE_FLOAT ){ + sqlite3_result_error(pCtx, "1st argument to percentile() is not " + "numeric", -1); + return; + } + + /* Throw an error if the Y value is infinity or NaN */ + y = sqlite3_value_double(argv[0]); + if( isInfinity(y) ){ + sqlite3_result_error(pCtx, "Inf input to percentile()", -1); + return; + } + + /* Allocate and store the Y */ + if( p->nUsed>=p->nAlloc ){ + unsigned n = p->nAlloc*2 + 250; + double *a = sqlite3_realloc64(p->a, sizeof(double)*n); + if( a==0 ){ + sqlite3_free(p->a); + memset(p, 0, sizeof(*p)); + sqlite3_result_error_nomem(pCtx); + return; + } + p->nAlloc = n; + p->a = a; + } + p->a[p->nUsed++] = y; +} + +/* +** Compare to doubles for sorting using qsort() +*/ +static int SQLITE_CDECL doubleCmp(const void *pA, const void *pB){ + double a = *(double*)pA; + double b = *(double*)pB; + if( a==b ) return 0; + if( a<b ) return -1; + return +1; +} + +/* +** Called to compute the final output of percentile() and to clean +** up all allocated memory. +*/ +static void percentFinal(sqlite3_context *pCtx){ + Percentile *p; + unsigned i1, i2; + double v1, v2; + double ix, vx; + p = (Percentile*)sqlite3_aggregate_context(pCtx, 0); + if( p==0 ) return; + if( p->a==0 ) return; + if( p->nUsed ){ + qsort(p->a, p->nUsed, sizeof(double), doubleCmp); + ix = (p->rPct-1.0)*(p->nUsed-1)*0.01; + i1 = (unsigned)ix; + i2 = ix==(double)i1 || i1==p->nUsed-1 ? i1 : i1+1; + v1 = p->a[i1]; + v2 = p->a[i2]; + vx = v1 + (v2-v1)*(ix-i1); + sqlite3_result_double(pCtx, vx); + } + sqlite3_free(p->a); + memset(p, 0, sizeof(*p)); +} + + +#ifdef _WIN32 +__declspec(dllexport) +#endif +int sqlite3_percentile_init( + sqlite3 *db, + char **pzErrMsg, + const sqlite3_api_routines *pApi +){ + int rc = SQLITE_OK; + SQLITE_EXTENSION_INIT2(pApi); + (void)pzErrMsg; /* Unused parameter */ + rc = sqlite3_create_function(db, "percentile", 2, + SQLITE_UTF8|SQLITE_INNOCUOUS, 0, + 0, percentStep, percentFinal); + return rc; +} |