postgresql/contrib/cube/cube.c

/******************************************************************************
  contrib/cube/cube.c

  This file contains routines that can be bound to a Postgres backend and
  called by the backend in the process of processing queries.  The calling
  format for these routines is dictated by Postgres architecture.
******************************************************************************/

#include "postgres.h"

#include <float.h>
#include <math.h>

#include "access/gist.h"
#include "access/skey.h"
#include "utils/array.h"
#include "utils/builtins.h"

#include "cubedata.h"

PG_MODULE_MAGIC;

/*
 * Taken from the intarray contrib header
 */
#define ARRPTR(x)  ( (double *) ARR_DATA_PTR(x) )
#define ARRNELEMS(x)  ArrayGetNItems( ARR_NDIM(x), ARR_DIMS(x))

extern int	cube_yyparse(NDBOX **result);
extern void cube_yyerror(NDBOX **result, const char *message);
extern void cube_scanner_init(const char *str);
extern void cube_scanner_finish(void);

/*
** Input/Output routines
*/
PG_FUNCTION_INFO_V1(cube_in);
PG_FUNCTION_INFO_V1(cube_a_f8_f8);
PG_FUNCTION_INFO_V1(cube_a_f8);
PG_FUNCTION_INFO_V1(cube_out);
PG_FUNCTION_INFO_V1(cube_f8);
PG_FUNCTION_INFO_V1(cube_f8_f8);
PG_FUNCTION_INFO_V1(cube_c_f8);
PG_FUNCTION_INFO_V1(cube_c_f8_f8);
PG_FUNCTION_INFO_V1(cube_dim);
PG_FUNCTION_INFO_V1(cube_ll_coord);
PG_FUNCTION_INFO_V1(cube_ur_coord);
PG_FUNCTION_INFO_V1(cube_subset);

/*
** GiST support methods
*/

PG_FUNCTION_INFO_V1(g_cube_consistent);
PG_FUNCTION_INFO_V1(g_cube_compress);
PG_FUNCTION_INFO_V1(g_cube_decompress);
PG_FUNCTION_INFO_V1(g_cube_penalty);
PG_FUNCTION_INFO_V1(g_cube_picksplit);
PG_FUNCTION_INFO_V1(g_cube_union);
PG_FUNCTION_INFO_V1(g_cube_same);

/*
** B-tree support functions
*/
PG_FUNCTION_INFO_V1(cube_eq);
PG_FUNCTION_INFO_V1(cube_ne);
PG_FUNCTION_INFO_V1(cube_lt);
PG_FUNCTION_INFO_V1(cube_gt);
PG_FUNCTION_INFO_V1(cube_le);
PG_FUNCTION_INFO_V1(cube_ge);
PG_FUNCTION_INFO_V1(cube_cmp);

/*
** R-tree support functions
*/

PG_FUNCTION_INFO_V1(cube_contains);
PG_FUNCTION_INFO_V1(cube_contained);
PG_FUNCTION_INFO_V1(cube_overlap);
PG_FUNCTION_INFO_V1(cube_union);
PG_FUNCTION_INFO_V1(cube_inter);
PG_FUNCTION_INFO_V1(cube_size);

/*
** miscellaneous
*/
PG_FUNCTION_INFO_V1(cube_distance);
PG_FUNCTION_INFO_V1(cube_is_point);
PG_FUNCTION_INFO_V1(cube_enlarge);

/*
** For internal use only
*/
int32		cube_cmp_v0(NDBOX *a, NDBOX *b);
bool		cube_contains_v0(NDBOX *a, NDBOX *b);
bool		cube_overlap_v0(NDBOX *a, NDBOX *b);
NDBOX	   *cube_union_v0(NDBOX *a, NDBOX *b);
void		rt_cube_size(NDBOX *a, double *sz);
NDBOX	   *g_cube_binary_union(NDBOX *r1, NDBOX *r2, int *sizep);
bool		g_cube_leaf_consistent(NDBOX *key, NDBOX *query, StrategyNumber strategy);
bool		g_cube_internal_consistent(NDBOX *key, NDBOX *query, StrategyNumber strategy);

/*
** Auxiliary funxtions
*/
static double distance_1D(double a1, double a2, double b1, double b2);
static bool cube_is_point_internal(NDBOX *cube);


/*****************************************************************************
 * Input/Output functions
 *****************************************************************************/

/* NdBox = [(lowerleft),(upperright)] */
/* [(xLL(1)...xLL(N)),(xUR(1)...xUR(n))] */
Datum
cube_in(PG_FUNCTION_ARGS)
{
	char	   *str = PG_GETARG_CSTRING(0);
	NDBOX	   *result;

	cube_scanner_init(str);

	if (cube_yyparse(&result) != 0)
		cube_yyerror(&result, "bogus input");

	cube_scanner_finish();

	PG_RETURN_NDBOX(result);
}


/*
** Allows the construction of a cube from 2 float[]'s
*/
Datum
cube_a_f8_f8(PG_FUNCTION_ARGS)
{
	ArrayType  *ur = PG_GETARG_ARRAYTYPE_P(0);
	ArrayType  *ll = PG_GETARG_ARRAYTYPE_P(1);
	NDBOX	   *result;
	int			i;
	int			dim;
	int			size;
	bool		point;
	double	   *dur,
			   *dll;

	if (array_contains_nulls(ur) || array_contains_nulls(ll))
		ereport(ERROR,
				(errcode(ERRCODE_ARRAY_ELEMENT_ERROR),
				 errmsg("cannot work with arrays containing NULLs")));

	dim = ARRNELEMS(ur);
	if (ARRNELEMS(ll) != dim)
		ereport(ERROR,
				(errcode(ERRCODE_ARRAY_ELEMENT_ERROR),
				 errmsg("UR and LL arrays must be of same length")));

	dur = ARRPTR(ur);
	dll = ARRPTR(ll);

	/* Check if it's a point */
	point = true;
	for (i = 0; i < dim; i++)
	{
		if (dur[i] != dll[i])
		{
			point = false;
			break;
		}
	}

	size = point ? POINT_SIZE(dim) : CUBE_SIZE(dim);
	result = (NDBOX *) palloc0(size);
	SET_VARSIZE(result, size);
	SET_DIM(result, dim);

	for (i = 0; i < dim; i++)
		result->x[i] = dur[i];

	if (!point)
	{
		for (i = 0; i < dim; i++)
			result->x[i + dim] = dll[i];
	}
	else
		SET_POINT_BIT(result);

	PG_RETURN_NDBOX(result);
}

/*
** Allows the construction of a zero-volume cube from a float[]
*/
Datum
cube_a_f8(PG_FUNCTION_ARGS)
{
	ArrayType  *ur = PG_GETARG_ARRAYTYPE_P(0);
	NDBOX	   *result;
	int			i;
	int			dim;
	int			size;
	double	   *dur;

	if (array_contains_nulls(ur))
		ereport(ERROR,
				(errcode(ERRCODE_ARRAY_ELEMENT_ERROR),
				 errmsg("cannot work with arrays containing NULLs")));

	dim = ARRNELEMS(ur);

	dur = ARRPTR(ur);

	size = POINT_SIZE(dim);
	result = (NDBOX *) palloc0(size);
	SET_VARSIZE(result, size);
	SET_DIM(result, dim);
	SET_POINT_BIT(result);

	for (i = 0; i < dim; i++)
		result->x[i] = dur[i];

	PG_RETURN_NDBOX(result);
}

Datum
cube_subset(PG_FUNCTION_ARGS)
{
	NDBOX	   *c = PG_GETARG_NDBOX(0);
	ArrayType  *idx = PG_GETARG_ARRAYTYPE_P(1);
	NDBOX	   *result;
	int			size,
				dim,
				i;
	int		   *dx;

	if (array_contains_nulls(idx))
		ereport(ERROR,
				(errcode(ERRCODE_ARRAY_ELEMENT_ERROR),
				 errmsg("cannot work with arrays containing NULLs")));

	dx = (int32 *) ARR_DATA_PTR(idx);

	dim = ARRNELEMS(idx);
	size = IS_POINT(c) ? POINT_SIZE(dim) : CUBE_SIZE(dim);
	result = (NDBOX *) palloc0(size);
	SET_VARSIZE(result, size);
	SET_DIM(result, dim);

	if (IS_POINT(c))
		SET_POINT_BIT(result);

	for (i = 0; i < dim; i++)
	{
		if ((dx[i] <= 0) || (dx[i] > DIM(c)))
		{
			pfree(result);
			ereport(ERROR,
					(errcode(ERRCODE_ARRAY_ELEMENT_ERROR),
					 errmsg("Index out of bounds")));
		}
		result->x[i] = c->x[dx[i] - 1];
		if (!IS_POINT(c))
			result->x[i + dim] = c->x[dx[i] + DIM(c) - 1];
	}

	PG_FREE_IF_COPY(c, 0);
	PG_RETURN_NDBOX(result);
}

Datum
cube_out(PG_FUNCTION_ARGS)
{
	NDBOX	   *cube = PG_GETARG_NDBOX(0);
	StringInfoData buf;
	int			dim = DIM(cube);
	int			i;
	int			ndig;

	initStringInfo(&buf);

	/*
	 * Get the number of digits to display.
	 */
	ndig = DBL_DIG + extra_float_digits;
	if (ndig < 1)
		ndig = 1;

	/*
	 * while printing the first (LL) corner, check if it is equal to the
	 * second one
	 */
	appendStringInfoChar(&buf, '(');
	for (i = 0; i < dim; i++)
	{
		if (i > 0)
			appendStringInfoString(&buf, ", ");
		appendStringInfo(&buf, "%.*g", ndig, LL_COORD(cube, i));
	}
	appendStringInfoChar(&buf, ')');

	if (!cube_is_point_internal(cube))
	{
		appendStringInfoString(&buf, ",(");
		for (i = 0; i < dim; i++)
		{
			if (i > 0)
				appendStringInfoString(&buf, ", ");
			appendStringInfo(&buf, "%.*g", ndig, UR_COORD(cube, i));
		}
		appendStringInfoChar(&buf, ')');
	}

	PG_FREE_IF_COPY(cube, 0);
	PG_RETURN_CSTRING(buf.data);
}


/*****************************************************************************
 *						   GiST functions
 *****************************************************************************/

/*
** The GiST Consistent method for boxes
** Should return false if for all data items x below entry,
** the predicate x op query == FALSE, where op is the oper
** corresponding to strategy in the pg_amop table.
*/
Datum
g_cube_consistent(PG_FUNCTION_ARGS)
{
	GISTENTRY  *entry = (GISTENTRY *) PG_GETARG_POINTER(0);
	NDBOX	   *query = PG_GETARG_NDBOX(1);
	StrategyNumber strategy = (StrategyNumber) PG_GETARG_UINT16(2);

	/* Oid		subtype = PG_GETARG_OID(3); */
	bool	   *recheck = (bool *) PG_GETARG_POINTER(4);
	bool		res;

	/* All cases served by this function are exact */
	*recheck = false;

	/*
	 * if entry is not leaf, use g_cube_internal_consistent, else use
	 * g_cube_leaf_consistent
	 */
	if (GIST_LEAF(entry))
		res = g_cube_leaf_consistent(DatumGetNDBOX(entry->key),
									 query, strategy);
	else
		res = g_cube_internal_consistent(DatumGetNDBOX(entry->key),
										 query, strategy);

	PG_FREE_IF_COPY(query, 1);
	PG_RETURN_BOOL(res);
}


/*
** The GiST Union method for boxes
** returns the minimal bounding box that encloses all the entries in entryvec
*/
Datum
g_cube_union(PG_FUNCTION_ARGS)
{
	GistEntryVector *entryvec = (GistEntryVector *) PG_GETARG_POINTER(0);
	int		   *sizep = (int *) PG_GETARG_POINTER(1);
	NDBOX	   *out = (NDBOX *) NULL;
	NDBOX	   *tmp;
	int			i;

	/*
	 * fprintf(stderr, "union\n");
	 */
	tmp = DatumGetNDBOX(entryvec->vector[0].key);

	/*
	 * sizep = sizeof(NDBOX); -- NDBOX has variable size
	 */
	*sizep = VARSIZE(tmp);

	for (i = 1; i < entryvec->n; i++)
	{
		out = g_cube_binary_union(tmp,
								  DatumGetNDBOX(entryvec->vector[i].key),
								  sizep);
		tmp = out;
	}

	PG_RETURN_POINTER(out);
}

/*
** GiST Compress and Decompress methods for boxes
** do not do anything.
*/

Datum
g_cube_compress(PG_FUNCTION_ARGS)
{
	PG_RETURN_DATUM(PG_GETARG_DATUM(0));
}

Datum
g_cube_decompress(PG_FUNCTION_ARGS)
{
	GISTENTRY  *entry = (GISTENTRY *) PG_GETARG_POINTER(0);
	NDBOX	   *key = DatumGetNDBOX(PG_DETOAST_DATUM(entry->key));

	if (key != DatumGetNDBOX(entry->key))
	{
		GISTENTRY  *retval = (GISTENTRY *) palloc(sizeof(GISTENTRY));

		gistentryinit(*retval, PointerGetDatum(key),
					  entry->rel, entry->page,
					  entry->offset, FALSE);
		PG_RETURN_POINTER(retval);
	}
	PG_RETURN_POINTER(entry);
}


/*
** The GiST Penalty method for boxes
** As in the R-tree paper, we use change in area as our penalty metric
*/
Datum
g_cube_penalty(PG_FUNCTION_ARGS)
{
	GISTENTRY  *origentry = (GISTENTRY *) PG_GETARG_POINTER(0);
	GISTENTRY  *newentry = (GISTENTRY *) PG_GETARG_POINTER(1);
	float	   *result = (float *) PG_GETARG_POINTER(2);
	NDBOX	   *ud;
	double		tmp1,
				tmp2;

	ud = cube_union_v0(DatumGetNDBOX(origentry->key),
					   DatumGetNDBOX(newentry->key));
	rt_cube_size(ud, &tmp1);
	rt_cube_size(DatumGetNDBOX(origentry->key), &tmp2);
	*result = (float) (tmp1 - tmp2);

	/*
	 * fprintf(stderr, "penalty\n"); fprintf(stderr, "\t%g\n", *result);
	 */
	PG_RETURN_FLOAT8(*result);
}



/*
** The GiST PickSplit method for boxes
** We use Guttman's poly time split algorithm
*/
Datum
g_cube_picksplit(PG_FUNCTION_ARGS)
{
	GistEntryVector *entryvec = (GistEntryVector *) PG_GETARG_POINTER(0);
	GIST_SPLITVEC *v = (GIST_SPLITVEC *) PG_GETARG_POINTER(1);
	OffsetNumber i,
				j;
	NDBOX	   *datum_alpha,
			   *datum_beta;
	NDBOX	   *datum_l,
			   *datum_r;
	NDBOX	   *union_d,
			   *union_dl,
			   *union_dr;
	NDBOX	   *inter_d;
	bool		firsttime;
	double		size_alpha,
				size_beta,
				size_union,
				size_inter;
	double		size_waste,
				waste;
	double		size_l,
				size_r;
	int			nbytes;
	OffsetNumber seed_1 = 1,
				seed_2 = 2;
	OffsetNumber *left,
			   *right;
	OffsetNumber maxoff;

	/*
	 * fprintf(stderr, "picksplit\n");
	 */
	maxoff = entryvec->n - 2;
	nbytes = (maxoff + 2) * sizeof(OffsetNumber);
	v->spl_left = (OffsetNumber *) palloc(nbytes);
	v->spl_right = (OffsetNumber *) palloc(nbytes);

	firsttime = true;
	waste = 0.0;

	for (i = FirstOffsetNumber; i < maxoff; i = OffsetNumberNext(i))
	{
		datum_alpha = DatumGetNDBOX(entryvec->vector[i].key);
		for (j = OffsetNumberNext(i); j <= maxoff; j = OffsetNumberNext(j))
		{
			datum_beta = DatumGetNDBOX(entryvec->vector[j].key);

			/* compute the wasted space by unioning these guys */
			/* size_waste = size_union - size_inter; */
			union_d = cube_union_v0(datum_alpha, datum_beta);
			rt_cube_size(union_d, &size_union);
			inter_d = DatumGetNDBOX(DirectFunctionCall2(cube_inter,
						  entryvec->vector[i].key, entryvec->vector[j].key));
			rt_cube_size(inter_d, &size_inter);
			size_waste = size_union - size_inter;

			/*
			 * are these a more promising split than what we've already seen?
			 */

			if (size_waste > waste || firsttime)
			{
				waste = size_waste;
				seed_1 = i;
				seed_2 = j;
				firsttime = false;
			}
		}
	}

	left = v->spl_left;
	v->spl_nleft = 0;
	right = v->spl_right;
	v->spl_nright = 0;

	datum_alpha = DatumGetNDBOX(entryvec->vector[seed_1].key);
	datum_l = cube_union_v0(datum_alpha, datum_alpha);
	rt_cube_size(datum_l, &size_l);
	datum_beta = DatumGetNDBOX(entryvec->vector[seed_2].key);
	datum_r = cube_union_v0(datum_beta, datum_beta);
	rt_cube_size(datum_r, &size_r);

	/*
	 * Now split up the regions between the two seeds.  An important property
	 * of this split algorithm is that the split vector v has the indices of
	 * items to be split in order in its left and right vectors.  We exploit
	 * this property by doing a merge in the code that actually splits the
	 * page.
	 *
	 * For efficiency, we also place the new index tuple in this loop. This is
	 * handled at the very end, when we have placed all the existing tuples
	 * and i == maxoff + 1.
	 */

	maxoff = OffsetNumberNext(maxoff);
	for (i = FirstOffsetNumber; i <= maxoff; i = OffsetNumberNext(i))
	{
		/*
		 * If we've already decided where to place this item, just put it on
		 * the right list.  Otherwise, we need to figure out which page needs
		 * the least enlargement in order to store the item.
		 */

		if (i == seed_1)
		{
			*left++ = i;
			v->spl_nleft++;
			continue;
		}
		else if (i == seed_2)
		{
			*right++ = i;
			v->spl_nright++;
			continue;
		}

		/* okay, which page needs least enlargement? */
		datum_alpha = DatumGetNDBOX(entryvec->vector[i].key);
		union_dl = cube_union_v0(datum_l, datum_alpha);
		union_dr = cube_union_v0(datum_r, datum_alpha);
		rt_cube_size(union_dl, &size_alpha);
		rt_cube_size(union_dr, &size_beta);

		/* pick which page to add it to */
		if (size_alpha - size_l < size_beta - size_r)
		{
			datum_l = union_dl;
			size_l = size_alpha;
			*left++ = i;
			v->spl_nleft++;
		}
		else
		{
			datum_r = union_dr;
			size_r = size_beta;
			*right++ = i;
			v->spl_nright++;
		}
	}
	*left = *right = FirstOffsetNumber; /* sentinel value, see dosplit() */

	v->spl_ldatum = PointerGetDatum(datum_l);
	v->spl_rdatum = PointerGetDatum(datum_r);

	PG_RETURN_POINTER(v);
}

/*
** Equality method
*/
Datum
g_cube_same(PG_FUNCTION_ARGS)
{
	NDBOX	   *b1 = PG_GETARG_NDBOX(0);
	NDBOX	   *b2 = PG_GETARG_NDBOX(1);
	bool	   *result = (bool *) PG_GETARG_POINTER(2);

	if (cube_cmp_v0(b1, b2) == 0)
		*result = TRUE;
	else
		*result = FALSE;

	/*
	 * fprintf(stderr, "same: %s\n", (*result ? "TRUE" : "FALSE" ));
	 */
	PG_RETURN_NDBOX(result);
}

/*
** SUPPORT ROUTINES
*/
bool
g_cube_leaf_consistent(NDBOX *key,
					   NDBOX *query,
					   StrategyNumber strategy)
{
	bool		retval;

	/*
	 * fprintf(stderr, "leaf_consistent, %d\n", strategy);
	 */
	switch (strategy)
	{
		case RTOverlapStrategyNumber:
			retval = (bool) cube_overlap_v0(key, query);
			break;
		case RTSameStrategyNumber:
			retval = (bool) (cube_cmp_v0(key, query) == 0);
			break;
		case RTContainsStrategyNumber:
		case RTOldContainsStrategyNumber:
			retval = (bool) cube_contains_v0(key, query);
			break;
		case RTContainedByStrategyNumber:
		case RTOldContainedByStrategyNumber:
			retval = (bool) cube_contains_v0(query, key);
			break;
		default:
			retval = FALSE;
	}
	return (retval);
}

bool
g_cube_internal_consistent(NDBOX *key,
						   NDBOX *query,
						   StrategyNumber strategy)
{
	bool		retval;

	/*
	 * fprintf(stderr, "internal_consistent, %d\n", strategy);
	 */
	switch (strategy)
	{
		case RTOverlapStrategyNumber:
			retval = (bool) cube_overlap_v0(key, query);
			break;
		case RTSameStrategyNumber:
		case RTContainsStrategyNumber:
		case RTOldContainsStrategyNumber:
			retval = (bool) cube_contains_v0(key, query);
			break;
		case RTContainedByStrategyNumber:
		case RTOldContainedByStrategyNumber:
			retval = (bool) cube_overlap_v0(key, query);
			break;
		default:
			retval = FALSE;
	}
	return (retval);
}

NDBOX *
g_cube_binary_union(NDBOX *r1, NDBOX *r2, int *sizep)
{
	NDBOX	   *retval;

	retval = cube_union_v0(r1, r2);
	*sizep = VARSIZE(retval);

	return (retval);
}


/* cube_union_v0 */
NDBOX *
cube_union_v0(NDBOX *a, NDBOX *b)
{
	int			i;
	NDBOX	   *result;
	int			dim;
	int			size;

	/* trivial case */
	if (a == b)
		return a;

	/* swap the arguments if needed, so that 'a' is always larger than 'b' */
	if (DIM(a) < DIM(b))
	{
		NDBOX	   *tmp = b;

		b = a;
		a = tmp;
	}
	dim = DIM(a);

	size = CUBE_SIZE(dim);
	result = palloc0(size);
	SET_VARSIZE(result, size);
	SET_DIM(result, dim);

	/* First compute the union of the dimensions present in both args */
	for (i = 0; i < DIM(b); i++)
	{
		result->x[i] = Min(
						   Min(LL_COORD(a, i), UR_COORD(a, i)),
						   Min(LL_COORD(b, i), UR_COORD(b, i))
			);
		result->x[i + DIM(a)] = Max(
									Max(LL_COORD(a, i), UR_COORD(a, i)),
									Max(LL_COORD(b, i), UR_COORD(b, i))
			);
	}
	/* continue on the higher dimensions only present in 'a' */
	for (; i < DIM(a); i++)
	{
		result->x[i] = Min(0,
						   Min(LL_COORD(a, i), UR_COORD(a, i))
			);
		result->x[i + dim] = Max(0,
								 Max(LL_COORD(a, i), UR_COORD(a, i))
			);
	}

	/*
	 * Check if the result was in fact a point, and set the flag in the datum
	 * accordingly. (we don't bother to repalloc it smaller)
	 */
	if (cube_is_point_internal(result))
	{
		size = POINT_SIZE(dim);
		SET_VARSIZE(result, size);
		SET_POINT_BIT(result);
	}

	return (result);
}

Datum
cube_union(PG_FUNCTION_ARGS)
{
	NDBOX	   *a = PG_GETARG_NDBOX(0);
	NDBOX	   *b = PG_GETARG_NDBOX(1);
	NDBOX	   *res;

	res = cube_union_v0(a, b);

	PG_FREE_IF_COPY(a, 0);
	PG_FREE_IF_COPY(b, 1);
	PG_RETURN_NDBOX(res);
}

/* cube_inter */
Datum
cube_inter(PG_FUNCTION_ARGS)
{
	NDBOX	   *a = PG_GETARG_NDBOX(0);
	NDBOX	   *b = PG_GETARG_NDBOX(1);
	NDBOX	   *result;
	bool		swapped = false;
	int			i;
	int			dim;
	int			size;

	/* swap the arguments if needed, so that 'a' is always larger than 'b' */
	if (DIM(a) < DIM(b))
	{
		NDBOX	   *tmp = b;

		b = a;
		a = tmp;
		swapped = true;
	}
	dim = DIM(a);

	size = CUBE_SIZE(dim);
	result = (NDBOX *) palloc0(size);
	SET_VARSIZE(result, size);
	SET_DIM(result, dim);

	/* First compute intersection of the dimensions present in both args */
	for (i = 0; i < DIM(b); i++)
	{
		result->x[i] = Max(
						   Min(LL_COORD(a, i), UR_COORD(a, i)),
						   Min(LL_COORD(b, i), UR_COORD(b, i))
			);
		result->x[i + DIM(a)] = Min(
									Max(LL_COORD(a, i), UR_COORD(a, i)),
									Max(LL_COORD(b, i), UR_COORD(b, i))
			);
	}
	/* continue on the higher dimemsions only present in 'a' */
	for (; i < DIM(a); i++)
	{
		result->x[i] = Max(0,
						   Min(LL_COORD(a, i), UR_COORD(a, i))
			);
		result->x[i + DIM(a)] = Min(0,
									Max(LL_COORD(a, i), UR_COORD(a, i))
			);
	}

	/*
	 * Check if the result was in fact a point, and set the flag in the datum
	 * accordingly. (we don't bother to repalloc it smaller)
	 */
	if (cube_is_point_internal(result))
	{
		size = POINT_SIZE(dim);
		result = repalloc(result, size);
		SET_VARSIZE(result, size);
		SET_POINT_BIT(result);
	}

	if (swapped)
	{
		PG_FREE_IF_COPY(b, 0);
		PG_FREE_IF_COPY(a, 1);
	}
	else
	{
		PG_FREE_IF_COPY(a, 0);
		PG_FREE_IF_COPY(b, 1);
	}

	/*
	 * Is it OK to return a non-null intersection for non-overlapping boxes?
	 */
	PG_RETURN_NDBOX(result);
}

/* cube_size */
Datum
cube_size(PG_FUNCTION_ARGS)
{
	NDBOX	   *a = PG_GETARG_NDBOX(0);
	double		result;
	int			i;

	result = 1.0;
	for (i = 0; i < DIM(a); i++)
		result = result * Abs((LL_COORD(a, i) - UR_COORD(a, i)));

	PG_FREE_IF_COPY(a, 0);
	PG_RETURN_FLOAT8(result);
}

void
rt_cube_size(NDBOX *a, double *size)
{
	int			i;

	if (a == (NDBOX *) NULL)
		*size = 0.0;
	else
	{
		*size = 1.0;
		for (i = 0; i < DIM(a); i++)
			*size = (*size) * Abs(UR_COORD(a, i) - LL_COORD(a, i));
	}
	return;
}

/* make up a metric in which one box will be 'lower' than the other
   -- this can be useful for sorting and to determine uniqueness */
int32
cube_cmp_v0(NDBOX *a, NDBOX *b)
{
	int			i;
	int			dim;

	dim = Min(DIM(a), DIM(b));

	/* compare the common dimensions */
	for (i = 0; i < dim; i++)
	{
		if (Min(LL_COORD(a, i), UR_COORD(a, i)) >
			Min(LL_COORD(b, i), UR_COORD(b, i)))
			return 1;
		if (Min(LL_COORD(a, i), UR_COORD(a, i)) <
			Min(LL_COORD(b, i), UR_COORD(b, i)))
			return -1;
	}
	for (i = 0; i < dim; i++)
	{
		if (Max(LL_COORD(a, i), UR_COORD(a, i)) >
			Max(LL_COORD(b, i), UR_COORD(b, i)))
			return 1;
		if (Max(LL_COORD(a, i), UR_COORD(a, i)) <
			Max(LL_COORD(b, i), UR_COORD(b, i)))
			return -1;
	}

	/* compare extra dimensions to zero */
	if (DIM(a) > DIM(b))
	{
		for (i = dim; i < DIM(a); i++)
		{
			if (Min(LL_COORD(a, i), UR_COORD(a, i)) > 0)
				return 1;
			if (Min(LL_COORD(a, i), UR_COORD(a, i)) < 0)
				return -1;
		}
		for (i = dim; i < DIM(a); i++)
		{
			if (Max(LL_COORD(a, i), UR_COORD(a, i)) > 0)
				return 1;
			if (Max(LL_COORD(a, i), UR_COORD(a, i)) < 0)
				return -1;
		}

		/*
		 * if all common dimensions are equal, the cube with more dimensions
		 * wins
		 */
		return 1;
	}
	if (DIM(a) < DIM(b))
	{
		for (i = dim; i < DIM(b); i++)
		{
			if (Min(LL_COORD(b, i), UR_COORD(b, i)) > 0)
				return -1;
			if (Min(LL_COORD(b, i), UR_COORD(b, i)) < 0)
				return 1;
		}
		for (i = dim; i < DIM(b); i++)
		{
			if (Max(LL_COORD(b, i), UR_COORD(b, i)) > 0)
				return -1;
			if (Max(LL_COORD(b, i), UR_COORD(b, i)) < 0)
				return 1;
		}

		/*
		 * if all common dimensions are equal, the cube with more dimensions
		 * wins
		 */
		return -1;
	}

	/* They're really equal */
	return 0;
}

Datum
cube_cmp(PG_FUNCTION_ARGS)
{
	NDBOX	   *a = PG_GETARG_NDBOX(0),
			   *b = PG_GETARG_NDBOX(1);
	int32		res;

	res = cube_cmp_v0(a, b);

	PG_FREE_IF_COPY(a, 0);
	PG_FREE_IF_COPY(b, 1);
	PG_RETURN_INT32(res);
}


Datum
cube_eq(PG_FUNCTION_ARGS)
{
	NDBOX	   *a = PG_GETARG_NDBOX(0),
			   *b = PG_GETARG_NDBOX(1);
	int32		res;

	res = cube_cmp_v0(a, b);

	PG_FREE_IF_COPY(a, 0);
	PG_FREE_IF_COPY(b, 1);
	PG_RETURN_BOOL(res == 0);
}


Datum
cube_ne(PG_FUNCTION_ARGS)
{
	NDBOX	   *a = PG_GETARG_NDBOX(0),
			   *b = PG_GETARG_NDBOX(1);
	int32		res;

	res = cube_cmp_v0(a, b);

	PG_FREE_IF_COPY(a, 0);
	PG_FREE_IF_COPY(b, 1);
	PG_RETURN_BOOL(res != 0);
}


Datum
cube_lt(PG_FUNCTION_ARGS)
{
	NDBOX	   *a = PG_GETARG_NDBOX(0),
			   *b = PG_GETARG_NDBOX(1);
	int32		res;

	res = cube_cmp_v0(a, b);

	PG_FREE_IF_COPY(a, 0);
	PG_FREE_IF_COPY(b, 1);
	PG_RETURN_BOOL(res < 0);
}


Datum
cube_gt(PG_FUNCTION_ARGS)
{
	NDBOX	   *a = PG_GETARG_NDBOX(0),
			   *b = PG_GETARG_NDBOX(1);
	int32		res;

	res = cube_cmp_v0(a, b);

	PG_FREE_IF_COPY(a, 0);
	PG_FREE_IF_COPY(b, 1);
	PG_RETURN_BOOL(res > 0);
}


Datum
cube_le(PG_FUNCTION_ARGS)
{
	NDBOX	   *a = PG_GETARG_NDBOX(0),
			   *b = PG_GETARG_NDBOX(1);
	int32		res;

	res = cube_cmp_v0(a, b);

	PG_FREE_IF_COPY(a, 0);
	PG_FREE_IF_COPY(b, 1);
	PG_RETURN_BOOL(res <= 0);
}


Datum
cube_ge(PG_FUNCTION_ARGS)
{
	NDBOX	   *a = PG_GETARG_NDBOX(0),
			   *b = PG_GETARG_NDBOX(1);
	int32		res;

	res = cube_cmp_v0(a, b);

	PG_FREE_IF_COPY(a, 0);
	PG_FREE_IF_COPY(b, 1);
	PG_RETURN_BOOL(res >= 0);
}


/* Contains */
/* Box(A) CONTAINS Box(B) IFF pt(A) < pt(B) */
bool
cube_contains_v0(NDBOX *a, NDBOX *b)
{
	int			i;

	if ((a == NULL) || (b == NULL))
		return (FALSE);

	if (DIM(a) < DIM(b))
	{
		/*
		 * the further comparisons will make sense if the excess dimensions of
		 * (b) were zeroes Since both UL and UR coordinates must be zero, we
		 * can check them all without worrying about which is which.
		 */
		for (i = DIM(a); i < DIM(b); i++)
		{
			if (LL_COORD(b, i) != 0)
				return (FALSE);
			if (UR_COORD(b, i) != 0)
				return (FALSE);
		}
	}

	/* Can't care less about the excess dimensions of (a), if any */
	for (i = 0; i < Min(DIM(a), DIM(b)); i++)
	{
		if (Min(LL_COORD(a, i), UR_COORD(a, i)) >
			Min(LL_COORD(b, i), UR_COORD(b, i)))
			return (FALSE);
		if (Max(LL_COORD(a, i), UR_COORD(a, i)) <
			Max(LL_COORD(b, i), UR_COORD(b, i)))
			return (FALSE);
	}

	return (TRUE);
}

Datum
cube_contains(PG_FUNCTION_ARGS)
{
	NDBOX	   *a = PG_GETARG_NDBOX(0),
			   *b = PG_GETARG_NDBOX(1);
	bool		res;

	res = cube_contains_v0(a, b);

	PG_FREE_IF_COPY(a, 0);
	PG_FREE_IF_COPY(b, 1);
	PG_RETURN_BOOL(res);
}

/* Contained */
/* Box(A) Contained by Box(B) IFF Box(B) Contains Box(A) */
Datum
cube_contained(PG_FUNCTION_ARGS)
{
	NDBOX	   *a = PG_GETARG_NDBOX(0),
			   *b = PG_GETARG_NDBOX(1);
	bool		res;

	res = cube_contains_v0(b, a);

	PG_FREE_IF_COPY(a, 0);
	PG_FREE_IF_COPY(b, 1);
	PG_RETURN_BOOL(res);
}

/* Overlap */
/* Box(A) Overlap Box(B) IFF (pt(a)LL < pt(B)UR) && (pt(b)LL < pt(a)UR) */
bool
cube_overlap_v0(NDBOX *a, NDBOX *b)
{
	int			i;

	/*
	 * This *very bad* error was found in the source: if ( (a==NULL) ||
	 * (b=NULL) ) return(FALSE);
	 */
	if ((a == NULL) || (b == NULL))
		return (FALSE);

	/* swap the box pointers if needed */
	if (DIM(a) < DIM(b))
	{
		NDBOX	   *tmp = b;

		b = a;
		a = tmp;
	}

	/* compare within the dimensions of (b) */
	for (i = 0; i < DIM(b); i++)
	{
		if (Min(LL_COORD(a, i), UR_COORD(a, i)) > Max(LL_COORD(b, i), UR_COORD(b, i)))
			return (FALSE);
		if (Max(LL_COORD(a, i), UR_COORD(a, i)) < Min(LL_COORD(b, i), UR_COORD(b, i)))
			return (FALSE);
	}

	/* compare to zero those dimensions in (a) absent in (b) */
	for (i = DIM(b); i < DIM(a); i++)
	{
		if (Min(LL_COORD(a, i), UR_COORD(a, i)) > 0)
			return (FALSE);
		if (Max(LL_COORD(a, i), UR_COORD(a, i)) < 0)
			return (FALSE);
	}

	return (TRUE);
}


Datum
cube_overlap(PG_FUNCTION_ARGS)
{
	NDBOX	   *a = PG_GETARG_NDBOX(0),
			   *b = PG_GETARG_NDBOX(1);
	bool		res;

	res = cube_overlap_v0(a, b);

	PG_FREE_IF_COPY(a, 0);
	PG_FREE_IF_COPY(b, 1);
	PG_RETURN_BOOL(res);
}


/* Distance */
/* The distance is computed as a per axis sum of the squared distances
   between 1D projections of the boxes onto Cartesian axes. Assuming zero
   distance between overlapping projections, this metric coincides with the
   "common sense" geometric distance */
Datum
cube_distance(PG_FUNCTION_ARGS)
{
	NDBOX	   *a = PG_GETARG_NDBOX(0),
			   *b = PG_GETARG_NDBOX(1);
	bool		swapped = false;
	double		d,
				distance;
	int			i;

	/* swap the box pointers if needed */
	if (DIM(a) < DIM(b))
	{
		NDBOX	   *tmp = b;

		b = a;
		a = tmp;
		swapped = true;
	}

	distance = 0.0;
	/* compute within the dimensions of (b) */
	for (i = 0; i < DIM(b); i++)
	{
		d = distance_1D(LL_COORD(a, i), UR_COORD(a, i), LL_COORD(b, i), UR_COORD(b, i));
		distance += d * d;
	}

	/* compute distance to zero for those dimensions in (a) absent in (b) */
	for (i = DIM(b); i < DIM(a); i++)
	{
		d = distance_1D(LL_COORD(a, i), UR_COORD(a, i), 0.0, 0.0);
		distance += d * d;
	}

	if (swapped)
	{
		PG_FREE_IF_COPY(b, 0);
		PG_FREE_IF_COPY(a, 1);
	}
	else
	{
		PG_FREE_IF_COPY(a, 0);
		PG_FREE_IF_COPY(b, 1);
	}

	PG_RETURN_FLOAT8(sqrt(distance));
}

static double
distance_1D(double a1, double a2, double b1, double b2)
{
	/* interval (a) is entirely on the left of (b) */
	if ((a1 <= b1) && (a2 <= b1) && (a1 <= b2) && (a2 <= b2))
		return (Min(b1, b2) - Max(a1, a2));

	/* interval (a) is entirely on the right of (b) */
	if ((a1 > b1) && (a2 > b1) && (a1 > b2) && (a2 > b2))
		return (Min(a1, a2) - Max(b1, b2));

	/* the rest are all sorts of intersections */
	return (0.0);
}

/* Test if a box is also a point */
Datum
cube_is_point(PG_FUNCTION_ARGS)
{
	NDBOX	   *cube = PG_GETARG_NDBOX(0);
	bool		result;

	result = cube_is_point_internal(cube);
	PG_FREE_IF_COPY(cube, 0);
	PG_RETURN_BOOL(result);
}

static bool
cube_is_point_internal(NDBOX *cube)
{
	int			i;

	if (IS_POINT(cube))
		return true;

	/*
	 * Even if the point-flag is not set, all the lower-left coordinates might
	 * match the upper-right coordinates, so that the value is in fact a
	 * point. Such values don't arise with current code - the point flag is
	 * always set if appropriate - but they might be present on-disk in
	 * clusters upgraded from pre-9.4 versions.
	 */
	for (i = 0; i < DIM(cube); i++)
	{
		if (LL_COORD(cube, i) != UR_COORD(cube, i))
			return false;
	}
	return true;
}

/* Return dimensions in use in the data structure */
Datum
cube_dim(PG_FUNCTION_ARGS)
{
	NDBOX	   *c = PG_GETARG_NDBOX(0);
	int			dim = DIM(c);

	PG_FREE_IF_COPY(c, 0);
	PG_RETURN_INT32(dim);
}

/* Return a specific normalized LL coordinate */
Datum
cube_ll_coord(PG_FUNCTION_ARGS)
{
	NDBOX	   *c = PG_GETARG_NDBOX(0);
	int			n = PG_GETARG_INT16(1);
	double		result;

	if (DIM(c) >= n && n > 0)
		result = Min(LL_COORD(c, n - 1), UR_COORD(c, n - 1));
	else
		result = 0;

	PG_FREE_IF_COPY(c, 0);
	PG_RETURN_FLOAT8(result);
}

/* Return a specific normalized UR coordinate */
Datum
cube_ur_coord(PG_FUNCTION_ARGS)
{
	NDBOX	   *c = PG_GETARG_NDBOX(0);
	int			n = PG_GETARG_INT16(1);
	double		result;

	if (DIM(c) >= n && n > 0)
		result = Max(LL_COORD(c, n - 1), UR_COORD(c, n - 1));
	else
		result = 0;

	PG_FREE_IF_COPY(c, 0);
	PG_RETURN_FLOAT8(result);
}

/* Increase or decrease box size by a radius in at least n dimensions. */
Datum
cube_enlarge(PG_FUNCTION_ARGS)
{
	NDBOX	   *a = PG_GETARG_NDBOX(0);
	double		r = PG_GETARG_FLOAT8(1);
	int32		n = PG_GETARG_INT32(2);
	NDBOX	   *result;
	int			dim = 0;
	int			size;
	int			i,
				j;

	if (n > CUBE_MAX_DIM)
		n = CUBE_MAX_DIM;
	if (r > 0 && n > 0)
		dim = n;
	if (DIM(a) > dim)
		dim = DIM(a);

	size = CUBE_SIZE(dim);
	result = (NDBOX *) palloc0(size);
	SET_VARSIZE(result, size);
	SET_DIM(result, dim);

	for (i = 0, j = dim; i < DIM(a); i++, j++)
	{
		if (LL_COORD(a, i) >= UR_COORD(a, i))
		{
			result->x[i] = UR_COORD(a, i) - r;
			result->x[j] = LL_COORD(a, i) + r;
		}
		else
		{
			result->x[i] = LL_COORD(a, i) - r;
			result->x[j] = UR_COORD(a, i) + r;
		}
		if (result->x[i] > result->x[j])
		{
			result->x[i] = (result->x[i] + result->x[j]) / 2;
			result->x[j] = result->x[i];
		}
	}
	/* dim > a->dim only if r > 0 */
	for (; i < dim; i++, j++)
	{
		result->x[i] = -r;
		result->x[j] = r;
	}

	/*
	 * Check if the result was in fact a point, and set the flag in the datum
	 * accordingly. (we don't bother to repalloc it smaller)
	 */
	if (cube_is_point_internal(result))
	{
		size = POINT_SIZE(dim);
		SET_VARSIZE(result, size);
		SET_POINT_BIT(result);
	}

	PG_FREE_IF_COPY(a, 0);
	PG_RETURN_NDBOX(result);
}

/* Create a one dimensional box with identical upper and lower coordinates */
Datum
cube_f8(PG_FUNCTION_ARGS)
{
	double		x = PG_GETARG_FLOAT8(0);
	NDBOX	   *result;
	int			size;

	size = POINT_SIZE(1);
	result = (NDBOX *) palloc0(size);
	SET_VARSIZE(result, size);
	SET_DIM(result, 1);
	SET_POINT_BIT(result);
	result->x[0] = x;

	PG_RETURN_NDBOX(result);
}

/* Create a one dimensional box */
Datum
cube_f8_f8(PG_FUNCTION_ARGS)
{
	double		x0 = PG_GETARG_FLOAT8(0);
	double		x1 = PG_GETARG_FLOAT8(1);
	NDBOX	   *result;
	int			size;

	if (x0 == x1)
	{
		size = POINT_SIZE(1);
		result = (NDBOX *) palloc0(size);
		SET_VARSIZE(result, size);
		SET_DIM(result, 1);
		SET_POINT_BIT(result);
		result->x[0] = x0;
	}
	else
	{
		size = CUBE_SIZE(1);
		result = (NDBOX *) palloc0(size);
		SET_VARSIZE(result, size);
		SET_DIM(result, 1);
		result->x[0] = x0;
		result->x[1] = x1;
	}

	PG_RETURN_NDBOX(result);
}

/* Add a dimension to an existing cube with the same values for the new
   coordinate */
Datum
cube_c_f8(PG_FUNCTION_ARGS)
{
	NDBOX	   *cube = PG_GETARG_NDBOX(0);
	double		x = PG_GETARG_FLOAT8(1);
	NDBOX	   *result;
	int			size;
	int			i;

	if (IS_POINT(cube))
	{
		size = POINT_SIZE((DIM(cube) + 1));
		result = (NDBOX *) palloc0(size);
		SET_VARSIZE(result, size);
		SET_DIM(result, DIM(cube) + 1);
		SET_POINT_BIT(result);
		for (i = 0; i < DIM(cube); i++)
			result->x[i] = cube->x[i];
		result->x[DIM(result) - 1] = x;
	}
	else
	{
		size = CUBE_SIZE((DIM(cube) + 1));
		result = (NDBOX *) palloc0(size);
		SET_VARSIZE(result, size);
		SET_DIM(result, DIM(cube) + 1);
		for (i = 0; i < DIM(cube); i++)
		{
			result->x[i] = cube->x[i];
			result->x[DIM(result) + i] = cube->x[DIM(cube) + i];
		}
		result->x[DIM(result) - 1] = x;
		result->x[2 * DIM(result) - 1] = x;
	}

	PG_FREE_IF_COPY(cube, 0);
	PG_RETURN_NDBOX(result);
}

/* Add a dimension to an existing cube */
Datum
cube_c_f8_f8(PG_FUNCTION_ARGS)
{
	NDBOX	   *cube = PG_GETARG_NDBOX(0);
	double		x1 = PG_GETARG_FLOAT8(1);
	double		x2 = PG_GETARG_FLOAT8(2);
	NDBOX	   *result;
	int			size;
	int			i;

	if (IS_POINT(cube) && (x1 == x2))
	{
		size = POINT_SIZE((DIM(cube) + 1));
		result = (NDBOX *) palloc0(size);
		SET_VARSIZE(result, size);
		SET_DIM(result, DIM(cube) + 1);
		SET_POINT_BIT(result);
		for (i = 0; i < DIM(cube); i++)
			result->x[i] = cube->x[i];
		result->x[DIM(result) - 1] = x1;
	}
	else
	{
		size = CUBE_SIZE((DIM(cube) + 1));
		result = (NDBOX *) palloc0(size);
		SET_VARSIZE(result, size);
		SET_DIM(result, DIM(cube) + 1);
		for (i = 0; i < DIM(cube); i++)
		{
			result->x[i] = LL_COORD(cube, i);
			result->x[DIM(result) + i] = UR_COORD(cube, i);
		}
		result->x[DIM(result) - 1] = x1;
		result->x[2 * DIM(result) - 1] = x2;
	}

	PG_FREE_IF_COPY(cube, 0);
	PG_RETURN_NDBOX(result);
}