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Fix behavior of ~> (cube, int) operator
~> (cube, int) operator was especially designed for knn-gist search. However, it appears that knn-gist search can't work correctly with current behavior of this operator when dataset contains cubes of variable dimensionality. In this case, the same value of second operator argument can point to different dimension depending on dimensionality of particular cube. Such behavior is incompatible with gist indexing of cubes, and knn-gist doesn't work correctly for it. This patch changes behavior of ~> (cube, int) operator by introducing dimension numbering where value of second argument unambiguously identifies number of dimension. With new behavior, this operator can be correctly supported by knn-gist. Relevant changes to cube operator class are also included. Backpatch to v9.6 where operator was introduced. Since behavior of ~> (cube, int) operator is changed, depending entities must be refreshed after upgrade. Such as, expression indexes using this operator must be reindexed, materialized views must be rebuilt, stored procedures and client code must be revised to correctly use new behavior. That should be mentioned in release notes. Noticed by: Tomas Vondra Author: Alexander Korotkov Reviewed by: Tomas Vondra, Andrey Borodin Discussion: https://www.postgresql.org/message-id/flat/a9657f6a-b497-36ff-e56-482a2c7e3292@2ndquadrant.com
This commit is contained in:
Teodor Sigaev
parent
1226051948
commit
bda5281fdc
@ -1368,13 +1368,55 @@ g_cube_distance(PG_FUNCTION_ARGS)
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if (strategy == CubeKNNDistanceCoord)
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if (strategy == CubeKNNDistanceCoord)
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{
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{
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/*
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* Handle ordering by ~> operator. See comments of cube_coord_llur()
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* for details
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*/
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int coord = PG_GETARG_INT32(1);
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int coord = PG_GETARG_INT32(1);
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bool isLeaf = GistPageIsLeaf(entry->page);
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if (IS_POINT(cube))
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/* 0 is the only unsupported coordinate value */
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retval = cube->x[(coord - 1) % DIM(cube)];
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if (coord <= 0)
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ereport(ERROR,
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(errcode(ERRCODE_ARRAY_ELEMENT_ERROR),
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errmsg("cube index %d is out of bounds", coord)));
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if (coord <= 2 * DIM(cube))
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{
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/* dimension index */
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int index = (coord - 1) / 2;
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/* whether this is upper bound (lower bound otherwise) */
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bool upper = ((coord - 1) % 2 == 1);
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if (IS_POINT(cube))
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{
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retval = cube->x[index];
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}
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else
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{
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if (isLeaf)
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{
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/* For leaf just return required upper/lower bound */
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if (upper)
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retval = Max(cube->x[index], cube->x[index + DIM(cube)]);
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else
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retval = Min(cube->x[index], cube->x[index + DIM(cube)]);
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}
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else
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{
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/*
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* For non-leaf we should always return lower bound,
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* because even upper bound of a child in the subtree can
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* be as small as our lower bound.
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*/
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retval = Min(cube->x[index], cube->x[index + DIM(cube)]);
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}
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}
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}
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else
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else
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retval = Min(cube->x[(coord - 1) % DIM(cube)],
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{
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cube->x[(coord - 1) % DIM(cube) + DIM(cube)]);
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retval = 0.0;
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}
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}
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}
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else
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else
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{
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{
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@ -1521,43 +1563,73 @@ cube_coord(PG_FUNCTION_ARGS)
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}
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}
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/*
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/*----
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* This function works like cube_coord(),
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* This function works like cube_coord(), but rearranges coordinates in the
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* but rearranges coordinates of corners to get cube representation
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* way suitable to support coordinate ordering using KNN-GiST. For historical
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* in the form of (lower left, upper right).
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* reasons this extension allows us to create cubes in form ((2,1),(1,2)) and
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* For historical reasons that extension allows us to create cubes in form
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* instead of normalizing such cube to ((1,1),(2,2)) it stores cube in original
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* ((2,1),(1,2)) and instead of normalizing such cube to ((1,1),(2,2)) it
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* way. But in order to get cubes ordered by one of dimensions from the index
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* stores cube in original way. But to get cubes ordered by one of dimensions
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* without explicit sort step we need this representation-independent coordinate
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* directly from the index without extra sort step we need some
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* getter. Moreover, indexed dataset may contain cubes of different dimensions
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* representation-independent coordinate getter. This function implements it.
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* number. Accordingly, this coordinate getter should be able to return
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* lower/upper bound for particular dimension independently on number of cube
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* dimensions.
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*
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* Long story short, this function uses following meaning of coordinates:
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* # (2 * N - 1) -- lower bound of Nth dimension,
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* # (2 * N) -- upper bound of Nth dimension.
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*
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* When given coordinate exceeds number of cube dimensions, then 0 returned
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* (reproducing logic of GiST indexing of variable-length cubes).
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*/
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*/
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Datum
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Datum
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cube_coord_llur(PG_FUNCTION_ARGS)
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cube_coord_llur(PG_FUNCTION_ARGS)
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{
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{
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NDBOX *cube = PG_GETARG_NDBOX(0);
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NDBOX *cube = PG_GETARG_NDBOX(0);
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int coord = PG_GETARG_INT32(1);
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int coord = PG_GETARG_INT32(1);
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bool inverse = false;
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float8 result;
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if (coord <= 0 || coord > 2 * DIM(cube))
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/* 0 is the only unsupported coordinate value */
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if (coord <= 0)
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ereport(ERROR,
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ereport(ERROR,
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(errcode(ERRCODE_ARRAY_ELEMENT_ERROR),
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(errcode(ERRCODE_ARRAY_ELEMENT_ERROR),
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errmsg("cube index %d is out of bounds", coord)));
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errmsg("cube index %d is out of bounds", coord)));
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if (coord <= DIM(cube))
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if (coord <= 2 * DIM(cube))
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{
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{
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/* dimension index */
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int index = (coord - 1) / 2;
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/* whether this is upper bound (lower bound otherwise) */
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bool upper = ((coord - 1) % 2 == 1);
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if (IS_POINT(cube))
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if (IS_POINT(cube))
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PG_RETURN_FLOAT8(cube->x[coord - 1]);
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{
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result = cube->x[index];
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}
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else
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else
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PG_RETURN_FLOAT8(Min(cube->x[coord - 1],
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{
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cube->x[coord - 1 + DIM(cube)]));
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if (upper)
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result = Max(cube->x[index], cube->x[index + DIM(cube)]);
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else
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result = Min(cube->x[index], cube->x[index + DIM(cube)]);
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}
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}
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}
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else
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else
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{
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{
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if (IS_POINT(cube))
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/*
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PG_RETURN_FLOAT8(cube->x[(coord - 1) % DIM(cube)]);
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* Return zero if coordinate is out of bound. That reproduces logic of
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else
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* how cubes with low dimension number are expanded during GiST
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PG_RETURN_FLOAT8(Max(cube->x[coord - 1],
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* indexing.
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cube->x[coord - 1 - DIM(cube)]));
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*/
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result = 0.0;
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}
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}
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/* Inverse value if needed */
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if (inverse)
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result = -result;
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PG_RETURN_FLOAT8(result);
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}
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}
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/* Increase or decrease box size by a radius in at least n dimensions. */
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/* Increase or decrease box size by a radius in at least n dimensions. */
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@ -1495,25 +1495,25 @@ SELECT cube(array[40,50,60], array[10,20,30])~>1;
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SELECT cube(array[10,20,30], array[40,50,60])~>2;
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SELECT cube(array[10,20,30], array[40,50,60])~>2;
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?column?
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?column?
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----------
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----------
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20
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40
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(1 row)
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(1 row)
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SELECT cube(array[40,50,60], array[10,20,30])~>2;
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SELECT cube(array[40,50,60], array[10,20,30])~>2;
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?column?
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?column?
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----------
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----------
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20
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40
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(1 row)
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(1 row)
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SELECT cube(array[10,20,30], array[40,50,60])~>3;
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SELECT cube(array[10,20,30], array[40,50,60])~>3;
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?column?
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?column?
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----------
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----------
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30
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20
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(1 row)
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(1 row)
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SELECT cube(array[40,50,60], array[10,20,30])~>3;
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SELECT cube(array[40,50,60], array[10,20,30])~>3;
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?column?
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?column?
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----------
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----------
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30
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20
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(1 row)
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(1 row)
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SELECT cube(array[40,50,60], array[10,20,30])~>0;
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SELECT cube(array[40,50,60], array[10,20,30])~>0;
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@ -1521,7 +1521,7 @@ ERROR: cube index 0 is out of bounds
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SELECT cube(array[40,50,60], array[10,20,30])~>4;
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SELECT cube(array[40,50,60], array[10,20,30])~>4;
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?column?
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?column?
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----------
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----------
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40
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50
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(1 row)
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(1 row)
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SELECT cube(array[40,50,60], array[10,20,30])~>(-1);
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SELECT cube(array[40,50,60], array[10,20,30])~>(-1);
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@ -1552,25 +1552,28 @@ SELECT * FROM test_cube WHERE c && '(3000,1000),(0,0)' GROUP BY c ORDER BY c;
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(2424, 160),(2424, 81)
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(2424, 160),(2424, 81)
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(5 rows)
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(5 rows)
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-- kNN with index
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-- Test kNN
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INSERT INTO test_cube VALUES ('(1,1)'), ('(100000)'), ('(0, 100000)'); -- Some corner cases
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SET enable_seqscan = false;
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-- Test different metrics
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SELECT *, c <-> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <-> '(100, 100),(500, 500)'::cube LIMIT 5;
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SELECT *, c <-> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <-> '(100, 100),(500, 500)'::cube LIMIT 5;
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c | dist
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c | dist
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-------------------------+------------------
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-------------------------+------------------
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(337, 455),(240, 359) | 0
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(337, 455),(240, 359) | 0
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(1, 1) | 140.007142674936
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(759, 187),(662, 163) | 162
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(759, 187),(662, 163) | 162
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(948, 1201),(907, 1156) | 772.000647668122
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(948, 1201),(907, 1156) | 772.000647668122
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(1444, 403),(1346, 344) | 846
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(1444, 403),(1346, 344) | 846
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(369, 1457),(278, 1409) | 909
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(5 rows)
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(5 rows)
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SELECT *, c <=> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <=> '(100, 100),(500, 500)'::cube LIMIT 5;
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SELECT *, c <=> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <=> '(100, 100),(500, 500)'::cube LIMIT 5;
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c | dist
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c | dist
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-------------------------+------
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-------------------------+------
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(337, 455),(240, 359) | 0
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(337, 455),(240, 359) | 0
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(1, 1) | 99
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(759, 187),(662, 163) | 162
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(759, 187),(662, 163) | 162
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(948, 1201),(907, 1156) | 656
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(948, 1201),(907, 1156) | 656
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(1444, 403),(1346, 344) | 846
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(1444, 403),(1346, 344) | 846
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(369, 1457),(278, 1409) | 909
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(5 rows)
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(5 rows)
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SELECT *, c <#> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <#> '(100, 100),(500, 500)'::cube LIMIT 5;
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SELECT *, c <#> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <#> '(100, 100),(500, 500)'::cube LIMIT 5;
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@ -1578,133 +1581,203 @@ SELECT *, c <#> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c
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-------------------------+------
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-------------------------+------
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(337, 455),(240, 359) | 0
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(337, 455),(240, 359) | 0
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(759, 187),(662, 163) | 162
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(759, 187),(662, 163) | 162
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(1, 1) | 198
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(1444, 403),(1346, 344) | 846
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(1444, 403),(1346, 344) | 846
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(369, 1457),(278, 1409) | 909
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(369, 1457),(278, 1409) | 909
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(948, 1201),(907, 1156) | 1063
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(5 rows)
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(5 rows)
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-- kNN-based sorting
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-- Test sorting by coordinates
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SELECT * FROM test_cube ORDER BY c~>1 LIMIT 15; -- ascending by 1st coordinate of lower left corner
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SELECT c~>1, c FROM test_cube ORDER BY c~>1 LIMIT 15; -- ascending by left bound
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c
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?column? | c
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---------------------------
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----------+---------------------------
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(54, 38679),(3, 38602)
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0 | (0, 100000)
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(83, 10271),(15, 10265)
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1 | (1, 1)
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(122, 46832),(64, 46762)
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3 | (54, 38679),(3, 38602)
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(167, 17214),(92, 17184)
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15 | (83, 10271),(15, 10265)
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(161, 24465),(107, 24374)
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64 | (122, 46832),(64, 46762)
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(162, 26040),(120, 25963)
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92 | (167, 17214),(92, 17184)
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(154, 4019),(138, 3990)
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107 | (161, 24465),(107, 24374)
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(259, 1850),(175, 1820)
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120 | (162, 26040),(120, 25963)
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(207, 40886),(179, 40879)
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138 | (154, 4019),(138, 3990)
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(288, 49588),(204, 49571)
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175 | (259, 1850),(175, 1820)
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(270, 32616),(226, 32607)
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179 | (207, 40886),(179, 40879)
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(318, 31489),(235, 31404)
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204 | (288, 49588),(204, 49571)
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(337, 455),(240, 359)
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226 | (270, 32616),(226, 32607)
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(270, 29508),(264, 29440)
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235 | (318, 31489),(235, 31404)
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(369, 1457),(278, 1409)
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240 | (337, 455),(240, 359)
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(15 rows)
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(15 rows)
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SELECT * FROM test_cube ORDER BY c~>4 LIMIT 15; -- ascending by 2nd coordinate or upper right corner
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SELECT c~>2, c FROM test_cube ORDER BY c~>2 LIMIT 15; -- ascending by right bound
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c
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?column? | c
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---------------------------
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----------+---------------------------
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(30333, 50),(30273, 6)
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0 | (0, 100000)
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(43301, 75),(43227, 43)
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1 | (1, 1)
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(19650, 142),(19630, 51)
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54 | (54, 38679),(3, 38602)
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(2424, 160),(2424, 81)
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83 | (83, 10271),(15, 10265)
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(3449, 171),(3354, 108)
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122 | (122, 46832),(64, 46762)
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(18037, 155),(17941, 109)
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154 | (154, 4019),(138, 3990)
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(28511, 208),(28479, 114)
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161 | (161, 24465),(107, 24374)
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(19946, 217),(19941, 118)
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162 | (162, 26040),(120, 25963)
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(16906, 191),(16816, 139)
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167 | (167, 17214),(92, 17184)
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(759, 187),(662, 163)
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207 | (207, 40886),(179, 40879)
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(22684, 266),(22656, 181)
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259 | (259, 1850),(175, 1820)
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(24423, 255),(24360, 213)
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270 | (270, 29508),(264, 29440)
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(45989, 249),(45910, 222)
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270 | (270, 32616),(226, 32607)
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(11399, 377),(11360, 294)
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288 | (288, 49588),(204, 49571)
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(12162, 389),(12103, 309)
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318 | (318, 31489),(235, 31404)
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(15 rows)
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(15 rows)
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SELECT * FROM test_cube ORDER BY c~>1 DESC LIMIT 15; -- descending by 1st coordinate of lower left corner
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SELECT c~>3, c FROM test_cube ORDER BY c~>3 LIMIT 15; -- ascending by lower bound
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c
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?column? | c
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-------------------------------
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----------+---------------------------
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(50027, 49230),(49951, 49214)
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0 | (100000)
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(49980, 35004),(49937, 34963)
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1 | (1, 1)
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(49985, 6436),(49927, 6338)
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6 | (30333, 50),(30273, 6)
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(49999, 27218),(49908, 27176)
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43 | (43301, 75),(43227, 43)
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(49954, 1340),(49905, 1294)
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51 | (19650, 142),(19630, 51)
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(49944, 25163),(49902, 25153)
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81 | (2424, 160),(2424, 81)
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(49981, 34876),(49898, 34786)
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108 | (3449, 171),(3354, 108)
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(49957, 43390),(49897, 43384)
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109 | (18037, 155),(17941, 109)
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(49853, 18504),(49848, 18503)
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114 | (28511, 208),(28479, 114)
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(49902, 41752),(49818, 41746)
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118 | (19946, 217),(19941, 118)
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(49907, 30225),(49810, 30158)
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139 | (16906, 191),(16816, 139)
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(49843, 5175),(49808, 5145)
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163 | (759, 187),(662, 163)
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(49887, 24274),(49805, 24184)
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181 | (22684, 266),(22656, 181)
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(49847, 7128),(49798, 7067)
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213 | (24423, 255),(24360, 213)
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(49820, 7990),(49771, 7967)
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222 | (45989, 249),(45910, 222)
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(15 rows)
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(15 rows)
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|
||||||
SELECT * FROM test_cube ORDER BY c~>4 DESC LIMIT 15; -- descending by 2nd coordinate or upper right corner
|
SELECT c~>4, c FROM test_cube ORDER BY c~>4 LIMIT 15; -- ascending by upper bound
|
||||||
c
|
?column? | c
|
||||||
-------------------------------
|
----------+---------------------------
|
||||||
(36311, 50073),(36258, 49987)
|
0 | (100000)
|
||||||
(30746, 50040),(30727, 49992)
|
1 | (1, 1)
|
||||||
(2168, 50012),(2108, 49914)
|
50 | (30333, 50),(30273, 6)
|
||||||
(21551, 49983),(21492, 49885)
|
75 | (43301, 75),(43227, 43)
|
||||||
(17954, 49975),(17865, 49915)
|
142 | (19650, 142),(19630, 51)
|
||||||
(3531, 49962),(3463, 49934)
|
155 | (18037, 155),(17941, 109)
|
||||||
(19128, 49932),(19112, 49849)
|
160 | (2424, 160),(2424, 81)
|
||||||
(31287, 49923),(31236, 49913)
|
171 | (3449, 171),(3354, 108)
|
||||||
(43925, 49912),(43888, 49878)
|
187 | (759, 187),(662, 163)
|
||||||
(29261, 49910),(29247, 49818)
|
191 | (16906, 191),(16816, 139)
|
||||||
(14913, 49873),(14849, 49836)
|
208 | (28511, 208),(28479, 114)
|
||||||
(20007, 49858),(19921, 49778)
|
217 | (19946, 217),(19941, 118)
|
||||||
(38266, 49852),(38233, 49844)
|
249 | (45989, 249),(45910, 222)
|
||||||
(37595, 49849),(37581, 49834)
|
255 | (24423, 255),(24360, 213)
|
||||||
(46151, 49848),(46058, 49830)
|
266 | (22684, 266),(22656, 181)
|
||||||
(15 rows)
|
(15 rows)
|
||||||
|
|
||||||
-- same thing for index with points
|
-- Same queries with sequential scan (should give the same results as above)
|
||||||
CREATE TABLE test_point(c cube);
|
RESET enable_seqscan;
|
||||||
INSERT INTO test_point(SELECT cube(array[c->1,c->2,c->3,c->4]) FROM test_cube);
|
SET enable_indexscan = OFF;
|
||||||
CREATE INDEX ON test_point USING gist(c);
|
SELECT *, c <-> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <-> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
SELECT * FROM test_point ORDER BY c~>1, c~>2 LIMIT 15; -- ascending by 1st then by 2nd coordinate
|
c | dist
|
||||||
c
|
-------------------------+------------------
|
||||||
--------------------------
|
(337, 455),(240, 359) | 0
|
||||||
(54, 38679, 3, 38602)
|
(1, 1) | 140.007142674936
|
||||||
(83, 10271, 15, 10265)
|
(759, 187),(662, 163) | 162
|
||||||
(122, 46832, 64, 46762)
|
(948, 1201),(907, 1156) | 772.000647668122
|
||||||
(154, 4019, 138, 3990)
|
(1444, 403),(1346, 344) | 846
|
||||||
(161, 24465, 107, 24374)
|
(5 rows)
|
||||||
(162, 26040, 120, 25963)
|
|
||||||
(167, 17214, 92, 17184)
|
SELECT *, c <=> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <=> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
(207, 40886, 179, 40879)
|
c | dist
|
||||||
(259, 1850, 175, 1820)
|
-------------------------+------
|
||||||
(270, 29508, 264, 29440)
|
(337, 455),(240, 359) | 0
|
||||||
(270, 32616, 226, 32607)
|
(1, 1) | 99
|
||||||
(288, 49588, 204, 49571)
|
(759, 187),(662, 163) | 162
|
||||||
(318, 31489, 235, 31404)
|
(948, 1201),(907, 1156) | 656
|
||||||
(326, 18837, 285, 18817)
|
(1444, 403),(1346, 344) | 846
|
||||||
(337, 455, 240, 359)
|
(5 rows)
|
||||||
|
|
||||||
|
SELECT *, c <#> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <#> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
|
c | dist
|
||||||
|
-------------------------+------
|
||||||
|
(337, 455),(240, 359) | 0
|
||||||
|
(759, 187),(662, 163) | 162
|
||||||
|
(1, 1) | 198
|
||||||
|
(1444, 403),(1346, 344) | 846
|
||||||
|
(369, 1457),(278, 1409) | 909
|
||||||
|
(5 rows)
|
||||||
|
|
||||||
|
SELECT c~>1, c FROM test_cube ORDER BY c~>1 LIMIT 15; -- ascending by left bound
|
||||||
|
?column? | c
|
||||||
|
----------+---------------------------
|
||||||
|
0 | (0, 100000)
|
||||||
|
1 | (1, 1)
|
||||||
|
3 | (54, 38679),(3, 38602)
|
||||||
|
15 | (83, 10271),(15, 10265)
|
||||||
|
64 | (122, 46832),(64, 46762)
|
||||||
|
92 | (167, 17214),(92, 17184)
|
||||||
|
107 | (161, 24465),(107, 24374)
|
||||||
|
120 | (162, 26040),(120, 25963)
|
||||||
|
138 | (154, 4019),(138, 3990)
|
||||||
|
175 | (259, 1850),(175, 1820)
|
||||||
|
179 | (207, 40886),(179, 40879)
|
||||||
|
204 | (288, 49588),(204, 49571)
|
||||||
|
226 | (270, 32616),(226, 32607)
|
||||||
|
235 | (318, 31489),(235, 31404)
|
||||||
|
240 | (337, 455),(240, 359)
|
||||||
(15 rows)
|
(15 rows)
|
||||||
|
|
||||||
SELECT * FROM test_point ORDER BY c~>4 DESC LIMIT 15; -- descending by 1st coordinate
|
SELECT c~>2, c FROM test_cube ORDER BY c~>2 LIMIT 15; -- ascending by right bound
|
||||||
c
|
?column? | c
|
||||||
------------------------------
|
----------+---------------------------
|
||||||
(30746, 50040, 30727, 49992)
|
0 | (0, 100000)
|
||||||
(36311, 50073, 36258, 49987)
|
1 | (1, 1)
|
||||||
(3531, 49962, 3463, 49934)
|
54 | (54, 38679),(3, 38602)
|
||||||
(17954, 49975, 17865, 49915)
|
83 | (83, 10271),(15, 10265)
|
||||||
(2168, 50012, 2108, 49914)
|
122 | (122, 46832),(64, 46762)
|
||||||
(31287, 49923, 31236, 49913)
|
154 | (154, 4019),(138, 3990)
|
||||||
(21551, 49983, 21492, 49885)
|
161 | (161, 24465),(107, 24374)
|
||||||
(43925, 49912, 43888, 49878)
|
162 | (162, 26040),(120, 25963)
|
||||||
(19128, 49932, 19112, 49849)
|
167 | (167, 17214),(92, 17184)
|
||||||
(38266, 49852, 38233, 49844)
|
207 | (207, 40886),(179, 40879)
|
||||||
(14913, 49873, 14849, 49836)
|
259 | (259, 1850),(175, 1820)
|
||||||
(37595, 49849, 37581, 49834)
|
270 | (270, 29508),(264, 29440)
|
||||||
(46151, 49848, 46058, 49830)
|
270 | (270, 32616),(226, 32607)
|
||||||
(29261, 49910, 29247, 49818)
|
288 | (288, 49588),(204, 49571)
|
||||||
(19233, 49824, 19185, 49794)
|
318 | (318, 31489),(235, 31404)
|
||||||
(15 rows)
|
(15 rows)
|
||||||
|
|
||||||
|
SELECT c~>3, c FROM test_cube ORDER BY c~>3 LIMIT 15; -- ascending by lower bound
|
||||||
|
?column? | c
|
||||||
|
----------+---------------------------
|
||||||
|
0 | (100000)
|
||||||
|
1 | (1, 1)
|
||||||
|
6 | (30333, 50),(30273, 6)
|
||||||
|
43 | (43301, 75),(43227, 43)
|
||||||
|
51 | (19650, 142),(19630, 51)
|
||||||
|
81 | (2424, 160),(2424, 81)
|
||||||
|
108 | (3449, 171),(3354, 108)
|
||||||
|
109 | (18037, 155),(17941, 109)
|
||||||
|
114 | (28511, 208),(28479, 114)
|
||||||
|
118 | (19946, 217),(19941, 118)
|
||||||
|
139 | (16906, 191),(16816, 139)
|
||||||
|
163 | (759, 187),(662, 163)
|
||||||
|
181 | (22684, 266),(22656, 181)
|
||||||
|
213 | (24423, 255),(24360, 213)
|
||||||
|
222 | (45989, 249),(45910, 222)
|
||||||
|
(15 rows)
|
||||||
|
|
||||||
|
SELECT c~>4, c FROM test_cube ORDER BY c~>4 LIMIT 15; -- ascending by upper bound
|
||||||
|
?column? | c
|
||||||
|
----------+---------------------------
|
||||||
|
0 | (100000)
|
||||||
|
1 | (1, 1)
|
||||||
|
50 | (30333, 50),(30273, 6)
|
||||||
|
75 | (43301, 75),(43227, 43)
|
||||||
|
142 | (19650, 142),(19630, 51)
|
||||||
|
155 | (18037, 155),(17941, 109)
|
||||||
|
160 | (2424, 160),(2424, 81)
|
||||||
|
171 | (3449, 171),(3354, 108)
|
||||||
|
187 | (759, 187),(662, 163)
|
||||||
|
191 | (16906, 191),(16816, 139)
|
||||||
|
208 | (28511, 208),(28479, 114)
|
||||||
|
217 | (19946, 217),(19941, 118)
|
||||||
|
249 | (45989, 249),(45910, 222)
|
||||||
|
255 | (24423, 255),(24360, 213)
|
||||||
|
266 | (22684, 266),(22656, 181)
|
||||||
|
(15 rows)
|
||||||
|
|
||||||
|
RESET enable_indexscan;
|
||||||
|
|||||||
@ -1495,25 +1495,25 @@ SELECT cube(array[40,50,60], array[10,20,30])~>1;
|
|||||||
SELECT cube(array[10,20,30], array[40,50,60])~>2;
|
SELECT cube(array[10,20,30], array[40,50,60])~>2;
|
||||||
?column?
|
?column?
|
||||||
----------
|
----------
|
||||||
20
|
40
|
||||||
(1 row)
|
(1 row)
|
||||||
|
|
||||||
SELECT cube(array[40,50,60], array[10,20,30])~>2;
|
SELECT cube(array[40,50,60], array[10,20,30])~>2;
|
||||||
?column?
|
?column?
|
||||||
----------
|
----------
|
||||||
20
|
40
|
||||||
(1 row)
|
(1 row)
|
||||||
|
|
||||||
SELECT cube(array[10,20,30], array[40,50,60])~>3;
|
SELECT cube(array[10,20,30], array[40,50,60])~>3;
|
||||||
?column?
|
?column?
|
||||||
----------
|
----------
|
||||||
30
|
20
|
||||||
(1 row)
|
(1 row)
|
||||||
|
|
||||||
SELECT cube(array[40,50,60], array[10,20,30])~>3;
|
SELECT cube(array[40,50,60], array[10,20,30])~>3;
|
||||||
?column?
|
?column?
|
||||||
----------
|
----------
|
||||||
30
|
20
|
||||||
(1 row)
|
(1 row)
|
||||||
|
|
||||||
SELECT cube(array[40,50,60], array[10,20,30])~>0;
|
SELECT cube(array[40,50,60], array[10,20,30])~>0;
|
||||||
@ -1521,7 +1521,7 @@ ERROR: cube index 0 is out of bounds
|
|||||||
SELECT cube(array[40,50,60], array[10,20,30])~>4;
|
SELECT cube(array[40,50,60], array[10,20,30])~>4;
|
||||||
?column?
|
?column?
|
||||||
----------
|
----------
|
||||||
40
|
50
|
||||||
(1 row)
|
(1 row)
|
||||||
|
|
||||||
SELECT cube(array[40,50,60], array[10,20,30])~>(-1);
|
SELECT cube(array[40,50,60], array[10,20,30])~>(-1);
|
||||||
@ -1552,25 +1552,28 @@ SELECT * FROM test_cube WHERE c && '(3000,1000),(0,0)' GROUP BY c ORDER BY c;
|
|||||||
(2424, 160),(2424, 81)
|
(2424, 160),(2424, 81)
|
||||||
(5 rows)
|
(5 rows)
|
||||||
|
|
||||||
-- kNN with index
|
-- Test kNN
|
||||||
|
INSERT INTO test_cube VALUES ('(1,1)'), ('(100000)'), ('(0, 100000)'); -- Some corner cases
|
||||||
|
SET enable_seqscan = false;
|
||||||
|
-- Test different metrics
|
||||||
SELECT *, c <-> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <-> '(100, 100),(500, 500)'::cube LIMIT 5;
|
SELECT *, c <-> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <-> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
c | dist
|
c | dist
|
||||||
-------------------------+------------------
|
-------------------------+------------------
|
||||||
(337, 455),(240, 359) | 0
|
(337, 455),(240, 359) | 0
|
||||||
|
(1, 1) | 140.007142674936
|
||||||
(759, 187),(662, 163) | 162
|
(759, 187),(662, 163) | 162
|
||||||
(948, 1201),(907, 1156) | 772.000647668122
|
(948, 1201),(907, 1156) | 772.000647668122
|
||||||
(1444, 403),(1346, 344) | 846
|
(1444, 403),(1346, 344) | 846
|
||||||
(369, 1457),(278, 1409) | 909
|
|
||||||
(5 rows)
|
(5 rows)
|
||||||
|
|
||||||
SELECT *, c <=> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <=> '(100, 100),(500, 500)'::cube LIMIT 5;
|
SELECT *, c <=> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <=> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
c | dist
|
c | dist
|
||||||
-------------------------+------
|
-------------------------+------
|
||||||
(337, 455),(240, 359) | 0
|
(337, 455),(240, 359) | 0
|
||||||
|
(1, 1) | 99
|
||||||
(759, 187),(662, 163) | 162
|
(759, 187),(662, 163) | 162
|
||||||
(948, 1201),(907, 1156) | 656
|
(948, 1201),(907, 1156) | 656
|
||||||
(1444, 403),(1346, 344) | 846
|
(1444, 403),(1346, 344) | 846
|
||||||
(369, 1457),(278, 1409) | 909
|
|
||||||
(5 rows)
|
(5 rows)
|
||||||
|
|
||||||
SELECT *, c <#> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <#> '(100, 100),(500, 500)'::cube LIMIT 5;
|
SELECT *, c <#> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <#> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
@ -1578,133 +1581,203 @@ SELECT *, c <#> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c
|
|||||||
-------------------------+------
|
-------------------------+------
|
||||||
(337, 455),(240, 359) | 0
|
(337, 455),(240, 359) | 0
|
||||||
(759, 187),(662, 163) | 162
|
(759, 187),(662, 163) | 162
|
||||||
|
(1, 1) | 198
|
||||||
(1444, 403),(1346, 344) | 846
|
(1444, 403),(1346, 344) | 846
|
||||||
(369, 1457),(278, 1409) | 909
|
(369, 1457),(278, 1409) | 909
|
||||||
(948, 1201),(907, 1156) | 1063
|
|
||||||
(5 rows)
|
(5 rows)
|
||||||
|
|
||||||
-- kNN-based sorting
|
-- Test sorting by coordinates
|
||||||
SELECT * FROM test_cube ORDER BY c~>1 LIMIT 15; -- ascending by 1st coordinate of lower left corner
|
SELECT c~>1, c FROM test_cube ORDER BY c~>1 LIMIT 15; -- ascending by left bound
|
||||||
c
|
?column? | c
|
||||||
---------------------------
|
----------+---------------------------
|
||||||
(54, 38679),(3, 38602)
|
0 | (0, 100000)
|
||||||
(83, 10271),(15, 10265)
|
1 | (1, 1)
|
||||||
(122, 46832),(64, 46762)
|
3 | (54, 38679),(3, 38602)
|
||||||
(167, 17214),(92, 17184)
|
15 | (83, 10271),(15, 10265)
|
||||||
(161, 24465),(107, 24374)
|
64 | (122, 46832),(64, 46762)
|
||||||
(162, 26040),(120, 25963)
|
92 | (167, 17214),(92, 17184)
|
||||||
(154, 4019),(138, 3990)
|
107 | (161, 24465),(107, 24374)
|
||||||
(259, 1850),(175, 1820)
|
120 | (162, 26040),(120, 25963)
|
||||||
(207, 40886),(179, 40879)
|
138 | (154, 4019),(138, 3990)
|
||||||
(288, 49588),(204, 49571)
|
175 | (259, 1850),(175, 1820)
|
||||||
(270, 32616),(226, 32607)
|
179 | (207, 40886),(179, 40879)
|
||||||
(318, 31489),(235, 31404)
|
204 | (288, 49588),(204, 49571)
|
||||||
(337, 455),(240, 359)
|
226 | (270, 32616),(226, 32607)
|
||||||
(270, 29508),(264, 29440)
|
235 | (318, 31489),(235, 31404)
|
||||||
(369, 1457),(278, 1409)
|
240 | (337, 455),(240, 359)
|
||||||
(15 rows)
|
(15 rows)
|
||||||
|
|
||||||
SELECT * FROM test_cube ORDER BY c~>4 LIMIT 15; -- ascending by 2nd coordinate or upper right corner
|
SELECT c~>2, c FROM test_cube ORDER BY c~>2 LIMIT 15; -- ascending by right bound
|
||||||
c
|
?column? | c
|
||||||
---------------------------
|
----------+---------------------------
|
||||||
(30333, 50),(30273, 6)
|
0 | (0, 100000)
|
||||||
(43301, 75),(43227, 43)
|
1 | (1, 1)
|
||||||
(19650, 142),(19630, 51)
|
54 | (54, 38679),(3, 38602)
|
||||||
(2424, 160),(2424, 81)
|
83 | (83, 10271),(15, 10265)
|
||||||
(3449, 171),(3354, 108)
|
122 | (122, 46832),(64, 46762)
|
||||||
(18037, 155),(17941, 109)
|
154 | (154, 4019),(138, 3990)
|
||||||
(28511, 208),(28479, 114)
|
161 | (161, 24465),(107, 24374)
|
||||||
(19946, 217),(19941, 118)
|
162 | (162, 26040),(120, 25963)
|
||||||
(16906, 191),(16816, 139)
|
167 | (167, 17214),(92, 17184)
|
||||||
(759, 187),(662, 163)
|
207 | (207, 40886),(179, 40879)
|
||||||
(22684, 266),(22656, 181)
|
259 | (259, 1850),(175, 1820)
|
||||||
(24423, 255),(24360, 213)
|
270 | (270, 29508),(264, 29440)
|
||||||
(45989, 249),(45910, 222)
|
270 | (270, 32616),(226, 32607)
|
||||||
(11399, 377),(11360, 294)
|
288 | (288, 49588),(204, 49571)
|
||||||
(12162, 389),(12103, 309)
|
318 | (318, 31489),(235, 31404)
|
||||||
(15 rows)
|
(15 rows)
|
||||||
|
|
||||||
SELECT * FROM test_cube ORDER BY c~>1 DESC LIMIT 15; -- descending by 1st coordinate of lower left corner
|
SELECT c~>3, c FROM test_cube ORDER BY c~>3 LIMIT 15; -- ascending by lower bound
|
||||||
c
|
?column? | c
|
||||||
-------------------------------
|
----------+---------------------------
|
||||||
(50027, 49230),(49951, 49214)
|
0 | (100000)
|
||||||
(49980, 35004),(49937, 34963)
|
1 | (1, 1)
|
||||||
(49985, 6436),(49927, 6338)
|
6 | (30333, 50),(30273, 6)
|
||||||
(49999, 27218),(49908, 27176)
|
43 | (43301, 75),(43227, 43)
|
||||||
(49954, 1340),(49905, 1294)
|
51 | (19650, 142),(19630, 51)
|
||||||
(49944, 25163),(49902, 25153)
|
81 | (2424, 160),(2424, 81)
|
||||||
(49981, 34876),(49898, 34786)
|
108 | (3449, 171),(3354, 108)
|
||||||
(49957, 43390),(49897, 43384)
|
109 | (18037, 155),(17941, 109)
|
||||||
(49853, 18504),(49848, 18503)
|
114 | (28511, 208),(28479, 114)
|
||||||
(49902, 41752),(49818, 41746)
|
118 | (19946, 217),(19941, 118)
|
||||||
(49907, 30225),(49810, 30158)
|
139 | (16906, 191),(16816, 139)
|
||||||
(49843, 5175),(49808, 5145)
|
163 | (759, 187),(662, 163)
|
||||||
(49887, 24274),(49805, 24184)
|
181 | (22684, 266),(22656, 181)
|
||||||
(49847, 7128),(49798, 7067)
|
213 | (24423, 255),(24360, 213)
|
||||||
(49820, 7990),(49771, 7967)
|
222 | (45989, 249),(45910, 222)
|
||||||
(15 rows)
|
(15 rows)
|
||||||
|
|
||||||
SELECT * FROM test_cube ORDER BY c~>4 DESC LIMIT 15; -- descending by 2nd coordinate or upper right corner
|
SELECT c~>4, c FROM test_cube ORDER BY c~>4 LIMIT 15; -- ascending by upper bound
|
||||||
c
|
?column? | c
|
||||||
-------------------------------
|
----------+---------------------------
|
||||||
(36311, 50073),(36258, 49987)
|
0 | (100000)
|
||||||
(30746, 50040),(30727, 49992)
|
1 | (1, 1)
|
||||||
(2168, 50012),(2108, 49914)
|
50 | (30333, 50),(30273, 6)
|
||||||
(21551, 49983),(21492, 49885)
|
75 | (43301, 75),(43227, 43)
|
||||||
(17954, 49975),(17865, 49915)
|
142 | (19650, 142),(19630, 51)
|
||||||
(3531, 49962),(3463, 49934)
|
155 | (18037, 155),(17941, 109)
|
||||||
(19128, 49932),(19112, 49849)
|
160 | (2424, 160),(2424, 81)
|
||||||
(31287, 49923),(31236, 49913)
|
171 | (3449, 171),(3354, 108)
|
||||||
(43925, 49912),(43888, 49878)
|
187 | (759, 187),(662, 163)
|
||||||
(29261, 49910),(29247, 49818)
|
191 | (16906, 191),(16816, 139)
|
||||||
(14913, 49873),(14849, 49836)
|
208 | (28511, 208),(28479, 114)
|
||||||
(20007, 49858),(19921, 49778)
|
217 | (19946, 217),(19941, 118)
|
||||||
(38266, 49852),(38233, 49844)
|
249 | (45989, 249),(45910, 222)
|
||||||
(37595, 49849),(37581, 49834)
|
255 | (24423, 255),(24360, 213)
|
||||||
(46151, 49848),(46058, 49830)
|
266 | (22684, 266),(22656, 181)
|
||||||
(15 rows)
|
(15 rows)
|
||||||
|
|
||||||
-- same thing for index with points
|
-- Same queries with sequential scan (should give the same results as above)
|
||||||
CREATE TABLE test_point(c cube);
|
RESET enable_seqscan;
|
||||||
INSERT INTO test_point(SELECT cube(array[c->1,c->2,c->3,c->4]) FROM test_cube);
|
SET enable_indexscan = OFF;
|
||||||
CREATE INDEX ON test_point USING gist(c);
|
SELECT *, c <-> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <-> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
SELECT * FROM test_point ORDER BY c~>1, c~>2 LIMIT 15; -- ascending by 1st then by 2nd coordinate
|
c | dist
|
||||||
c
|
-------------------------+------------------
|
||||||
--------------------------
|
(337, 455),(240, 359) | 0
|
||||||
(54, 38679, 3, 38602)
|
(1, 1) | 140.007142674936
|
||||||
(83, 10271, 15, 10265)
|
(759, 187),(662, 163) | 162
|
||||||
(122, 46832, 64, 46762)
|
(948, 1201),(907, 1156) | 772.000647668122
|
||||||
(154, 4019, 138, 3990)
|
(1444, 403),(1346, 344) | 846
|
||||||
(161, 24465, 107, 24374)
|
(5 rows)
|
||||||
(162, 26040, 120, 25963)
|
|
||||||
(167, 17214, 92, 17184)
|
SELECT *, c <=> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <=> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
(207, 40886, 179, 40879)
|
c | dist
|
||||||
(259, 1850, 175, 1820)
|
-------------------------+------
|
||||||
(270, 29508, 264, 29440)
|
(337, 455),(240, 359) | 0
|
||||||
(270, 32616, 226, 32607)
|
(1, 1) | 99
|
||||||
(288, 49588, 204, 49571)
|
(759, 187),(662, 163) | 162
|
||||||
(318, 31489, 235, 31404)
|
(948, 1201),(907, 1156) | 656
|
||||||
(326, 18837, 285, 18817)
|
(1444, 403),(1346, 344) | 846
|
||||||
(337, 455, 240, 359)
|
(5 rows)
|
||||||
|
|
||||||
|
SELECT *, c <#> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <#> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
|
c | dist
|
||||||
|
-------------------------+------
|
||||||
|
(337, 455),(240, 359) | 0
|
||||||
|
(759, 187),(662, 163) | 162
|
||||||
|
(1, 1) | 198
|
||||||
|
(1444, 403),(1346, 344) | 846
|
||||||
|
(369, 1457),(278, 1409) | 909
|
||||||
|
(5 rows)
|
||||||
|
|
||||||
|
SELECT c~>1, c FROM test_cube ORDER BY c~>1 LIMIT 15; -- ascending by left bound
|
||||||
|
?column? | c
|
||||||
|
----------+---------------------------
|
||||||
|
0 | (0, 100000)
|
||||||
|
1 | (1, 1)
|
||||||
|
3 | (54, 38679),(3, 38602)
|
||||||
|
15 | (83, 10271),(15, 10265)
|
||||||
|
64 | (122, 46832),(64, 46762)
|
||||||
|
92 | (167, 17214),(92, 17184)
|
||||||
|
107 | (161, 24465),(107, 24374)
|
||||||
|
120 | (162, 26040),(120, 25963)
|
||||||
|
138 | (154, 4019),(138, 3990)
|
||||||
|
175 | (259, 1850),(175, 1820)
|
||||||
|
179 | (207, 40886),(179, 40879)
|
||||||
|
204 | (288, 49588),(204, 49571)
|
||||||
|
226 | (270, 32616),(226, 32607)
|
||||||
|
235 | (318, 31489),(235, 31404)
|
||||||
|
240 | (337, 455),(240, 359)
|
||||||
(15 rows)
|
(15 rows)
|
||||||
|
|
||||||
SELECT * FROM test_point ORDER BY c~>4 DESC LIMIT 15; -- descending by 1st coordinate
|
SELECT c~>2, c FROM test_cube ORDER BY c~>2 LIMIT 15; -- ascending by right bound
|
||||||
c
|
?column? | c
|
||||||
------------------------------
|
----------+---------------------------
|
||||||
(30746, 50040, 30727, 49992)
|
0 | (0, 100000)
|
||||||
(36311, 50073, 36258, 49987)
|
1 | (1, 1)
|
||||||
(3531, 49962, 3463, 49934)
|
54 | (54, 38679),(3, 38602)
|
||||||
(17954, 49975, 17865, 49915)
|
83 | (83, 10271),(15, 10265)
|
||||||
(2168, 50012, 2108, 49914)
|
122 | (122, 46832),(64, 46762)
|
||||||
(31287, 49923, 31236, 49913)
|
154 | (154, 4019),(138, 3990)
|
||||||
(21551, 49983, 21492, 49885)
|
161 | (161, 24465),(107, 24374)
|
||||||
(43925, 49912, 43888, 49878)
|
162 | (162, 26040),(120, 25963)
|
||||||
(19128, 49932, 19112, 49849)
|
167 | (167, 17214),(92, 17184)
|
||||||
(38266, 49852, 38233, 49844)
|
207 | (207, 40886),(179, 40879)
|
||||||
(14913, 49873, 14849, 49836)
|
259 | (259, 1850),(175, 1820)
|
||||||
(37595, 49849, 37581, 49834)
|
270 | (270, 29508),(264, 29440)
|
||||||
(46151, 49848, 46058, 49830)
|
270 | (270, 32616),(226, 32607)
|
||||||
(29261, 49910, 29247, 49818)
|
288 | (288, 49588),(204, 49571)
|
||||||
(19233, 49824, 19185, 49794)
|
318 | (318, 31489),(235, 31404)
|
||||||
(15 rows)
|
(15 rows)
|
||||||
|
|
||||||
|
SELECT c~>3, c FROM test_cube ORDER BY c~>3 LIMIT 15; -- ascending by lower bound
|
||||||
|
?column? | c
|
||||||
|
----------+---------------------------
|
||||||
|
0 | (100000)
|
||||||
|
1 | (1, 1)
|
||||||
|
6 | (30333, 50),(30273, 6)
|
||||||
|
43 | (43301, 75),(43227, 43)
|
||||||
|
51 | (19650, 142),(19630, 51)
|
||||||
|
81 | (2424, 160),(2424, 81)
|
||||||
|
108 | (3449, 171),(3354, 108)
|
||||||
|
109 | (18037, 155),(17941, 109)
|
||||||
|
114 | (28511, 208),(28479, 114)
|
||||||
|
118 | (19946, 217),(19941, 118)
|
||||||
|
139 | (16906, 191),(16816, 139)
|
||||||
|
163 | (759, 187),(662, 163)
|
||||||
|
181 | (22684, 266),(22656, 181)
|
||||||
|
213 | (24423, 255),(24360, 213)
|
||||||
|
222 | (45989, 249),(45910, 222)
|
||||||
|
(15 rows)
|
||||||
|
|
||||||
|
SELECT c~>4, c FROM test_cube ORDER BY c~>4 LIMIT 15; -- ascending by upper bound
|
||||||
|
?column? | c
|
||||||
|
----------+---------------------------
|
||||||
|
0 | (100000)
|
||||||
|
1 | (1, 1)
|
||||||
|
50 | (30333, 50),(30273, 6)
|
||||||
|
75 | (43301, 75),(43227, 43)
|
||||||
|
142 | (19650, 142),(19630, 51)
|
||||||
|
155 | (18037, 155),(17941, 109)
|
||||||
|
160 | (2424, 160),(2424, 81)
|
||||||
|
171 | (3449, 171),(3354, 108)
|
||||||
|
187 | (759, 187),(662, 163)
|
||||||
|
191 | (16906, 191),(16816, 139)
|
||||||
|
208 | (28511, 208),(28479, 114)
|
||||||
|
217 | (19946, 217),(19941, 118)
|
||||||
|
249 | (45989, 249),(45910, 222)
|
||||||
|
255 | (24423, 255),(24360, 213)
|
||||||
|
266 | (22684, 266),(22656, 181)
|
||||||
|
(15 rows)
|
||||||
|
|
||||||
|
RESET enable_indexscan;
|
||||||
|
|||||||
@ -1495,25 +1495,25 @@ SELECT cube(array[40,50,60], array[10,20,30])~>1;
|
|||||||
SELECT cube(array[10,20,30], array[40,50,60])~>2;
|
SELECT cube(array[10,20,30], array[40,50,60])~>2;
|
||||||
?column?
|
?column?
|
||||||
----------
|
----------
|
||||||
20
|
40
|
||||||
(1 row)
|
(1 row)
|
||||||
|
|
||||||
SELECT cube(array[40,50,60], array[10,20,30])~>2;
|
SELECT cube(array[40,50,60], array[10,20,30])~>2;
|
||||||
?column?
|
?column?
|
||||||
----------
|
----------
|
||||||
20
|
40
|
||||||
(1 row)
|
(1 row)
|
||||||
|
|
||||||
SELECT cube(array[10,20,30], array[40,50,60])~>3;
|
SELECT cube(array[10,20,30], array[40,50,60])~>3;
|
||||||
?column?
|
?column?
|
||||||
----------
|
----------
|
||||||
30
|
20
|
||||||
(1 row)
|
(1 row)
|
||||||
|
|
||||||
SELECT cube(array[40,50,60], array[10,20,30])~>3;
|
SELECT cube(array[40,50,60], array[10,20,30])~>3;
|
||||||
?column?
|
?column?
|
||||||
----------
|
----------
|
||||||
30
|
20
|
||||||
(1 row)
|
(1 row)
|
||||||
|
|
||||||
SELECT cube(array[40,50,60], array[10,20,30])~>0;
|
SELECT cube(array[40,50,60], array[10,20,30])~>0;
|
||||||
@ -1521,7 +1521,7 @@ ERROR: cube index 0 is out of bounds
|
|||||||
SELECT cube(array[40,50,60], array[10,20,30])~>4;
|
SELECT cube(array[40,50,60], array[10,20,30])~>4;
|
||||||
?column?
|
?column?
|
||||||
----------
|
----------
|
||||||
40
|
50
|
||||||
(1 row)
|
(1 row)
|
||||||
|
|
||||||
SELECT cube(array[40,50,60], array[10,20,30])~>(-1);
|
SELECT cube(array[40,50,60], array[10,20,30])~>(-1);
|
||||||
@ -1552,25 +1552,28 @@ SELECT * FROM test_cube WHERE c && '(3000,1000),(0,0)' GROUP BY c ORDER BY c;
|
|||||||
(2424, 160),(2424, 81)
|
(2424, 160),(2424, 81)
|
||||||
(5 rows)
|
(5 rows)
|
||||||
|
|
||||||
-- kNN with index
|
-- Test kNN
|
||||||
|
INSERT INTO test_cube VALUES ('(1,1)'), ('(100000)'), ('(0, 100000)'); -- Some corner cases
|
||||||
|
SET enable_seqscan = false;
|
||||||
|
-- Test different metrics
|
||||||
SELECT *, c <-> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <-> '(100, 100),(500, 500)'::cube LIMIT 5;
|
SELECT *, c <-> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <-> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
c | dist
|
c | dist
|
||||||
-------------------------+------------------
|
-------------------------+------------------
|
||||||
(337, 455),(240, 359) | 0
|
(337, 455),(240, 359) | 0
|
||||||
|
(1, 1) | 140.007142674936
|
||||||
(759, 187),(662, 163) | 162
|
(759, 187),(662, 163) | 162
|
||||||
(948, 1201),(907, 1156) | 772.000647668122
|
(948, 1201),(907, 1156) | 772.000647668122
|
||||||
(1444, 403),(1346, 344) | 846
|
(1444, 403),(1346, 344) | 846
|
||||||
(369, 1457),(278, 1409) | 909
|
|
||||||
(5 rows)
|
(5 rows)
|
||||||
|
|
||||||
SELECT *, c <=> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <=> '(100, 100),(500, 500)'::cube LIMIT 5;
|
SELECT *, c <=> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <=> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
c | dist
|
c | dist
|
||||||
-------------------------+------
|
-------------------------+------
|
||||||
(337, 455),(240, 359) | 0
|
(337, 455),(240, 359) | 0
|
||||||
|
(1, 1) | 99
|
||||||
(759, 187),(662, 163) | 162
|
(759, 187),(662, 163) | 162
|
||||||
(948, 1201),(907, 1156) | 656
|
(948, 1201),(907, 1156) | 656
|
||||||
(1444, 403),(1346, 344) | 846
|
(1444, 403),(1346, 344) | 846
|
||||||
(369, 1457),(278, 1409) | 909
|
|
||||||
(5 rows)
|
(5 rows)
|
||||||
|
|
||||||
SELECT *, c <#> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <#> '(100, 100),(500, 500)'::cube LIMIT 5;
|
SELECT *, c <#> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <#> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
@ -1578,133 +1581,203 @@ SELECT *, c <#> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c
|
|||||||
-------------------------+------
|
-------------------------+------
|
||||||
(337, 455),(240, 359) | 0
|
(337, 455),(240, 359) | 0
|
||||||
(759, 187),(662, 163) | 162
|
(759, 187),(662, 163) | 162
|
||||||
|
(1, 1) | 198
|
||||||
(1444, 403),(1346, 344) | 846
|
(1444, 403),(1346, 344) | 846
|
||||||
(369, 1457),(278, 1409) | 909
|
(369, 1457),(278, 1409) | 909
|
||||||
(948, 1201),(907, 1156) | 1063
|
|
||||||
(5 rows)
|
(5 rows)
|
||||||
|
|
||||||
-- kNN-based sorting
|
-- Test sorting by coordinates
|
||||||
SELECT * FROM test_cube ORDER BY c~>1 LIMIT 15; -- ascending by 1st coordinate of lower left corner
|
SELECT c~>1, c FROM test_cube ORDER BY c~>1 LIMIT 15; -- ascending by left bound
|
||||||
c
|
?column? | c
|
||||||
---------------------------
|
----------+---------------------------
|
||||||
(54, 38679),(3, 38602)
|
0 | (0, 100000)
|
||||||
(83, 10271),(15, 10265)
|
1 | (1, 1)
|
||||||
(122, 46832),(64, 46762)
|
3 | (54, 38679),(3, 38602)
|
||||||
(167, 17214),(92, 17184)
|
15 | (83, 10271),(15, 10265)
|
||||||
(161, 24465),(107, 24374)
|
64 | (122, 46832),(64, 46762)
|
||||||
(162, 26040),(120, 25963)
|
92 | (167, 17214),(92, 17184)
|
||||||
(154, 4019),(138, 3990)
|
107 | (161, 24465),(107, 24374)
|
||||||
(259, 1850),(175, 1820)
|
120 | (162, 26040),(120, 25963)
|
||||||
(207, 40886),(179, 40879)
|
138 | (154, 4019),(138, 3990)
|
||||||
(288, 49588),(204, 49571)
|
175 | (259, 1850),(175, 1820)
|
||||||
(270, 32616),(226, 32607)
|
179 | (207, 40886),(179, 40879)
|
||||||
(318, 31489),(235, 31404)
|
204 | (288, 49588),(204, 49571)
|
||||||
(337, 455),(240, 359)
|
226 | (270, 32616),(226, 32607)
|
||||||
(270, 29508),(264, 29440)
|
235 | (318, 31489),(235, 31404)
|
||||||
(369, 1457),(278, 1409)
|
240 | (337, 455),(240, 359)
|
||||||
(15 rows)
|
(15 rows)
|
||||||
|
|
||||||
SELECT * FROM test_cube ORDER BY c~>4 LIMIT 15; -- ascending by 2nd coordinate or upper right corner
|
SELECT c~>2, c FROM test_cube ORDER BY c~>2 LIMIT 15; -- ascending by right bound
|
||||||
c
|
?column? | c
|
||||||
---------------------------
|
----------+---------------------------
|
||||||
(30333, 50),(30273, 6)
|
0 | (0, 100000)
|
||||||
(43301, 75),(43227, 43)
|
1 | (1, 1)
|
||||||
(19650, 142),(19630, 51)
|
54 | (54, 38679),(3, 38602)
|
||||||
(2424, 160),(2424, 81)
|
83 | (83, 10271),(15, 10265)
|
||||||
(3449, 171),(3354, 108)
|
122 | (122, 46832),(64, 46762)
|
||||||
(18037, 155),(17941, 109)
|
154 | (154, 4019),(138, 3990)
|
||||||
(28511, 208),(28479, 114)
|
161 | (161, 24465),(107, 24374)
|
||||||
(19946, 217),(19941, 118)
|
162 | (162, 26040),(120, 25963)
|
||||||
(16906, 191),(16816, 139)
|
167 | (167, 17214),(92, 17184)
|
||||||
(759, 187),(662, 163)
|
207 | (207, 40886),(179, 40879)
|
||||||
(22684, 266),(22656, 181)
|
259 | (259, 1850),(175, 1820)
|
||||||
(24423, 255),(24360, 213)
|
270 | (270, 29508),(264, 29440)
|
||||||
(45989, 249),(45910, 222)
|
270 | (270, 32616),(226, 32607)
|
||||||
(11399, 377),(11360, 294)
|
288 | (288, 49588),(204, 49571)
|
||||||
(12162, 389),(12103, 309)
|
318 | (318, 31489),(235, 31404)
|
||||||
(15 rows)
|
(15 rows)
|
||||||
|
|
||||||
SELECT * FROM test_cube ORDER BY c~>1 DESC LIMIT 15; -- descending by 1st coordinate of lower left corner
|
SELECT c~>3, c FROM test_cube ORDER BY c~>3 LIMIT 15; -- ascending by lower bound
|
||||||
c
|
?column? | c
|
||||||
-------------------------------
|
----------+---------------------------
|
||||||
(50027, 49230),(49951, 49214)
|
0 | (100000)
|
||||||
(49980, 35004),(49937, 34963)
|
1 | (1, 1)
|
||||||
(49985, 6436),(49927, 6338)
|
6 | (30333, 50),(30273, 6)
|
||||||
(49999, 27218),(49908, 27176)
|
43 | (43301, 75),(43227, 43)
|
||||||
(49954, 1340),(49905, 1294)
|
51 | (19650, 142),(19630, 51)
|
||||||
(49944, 25163),(49902, 25153)
|
81 | (2424, 160),(2424, 81)
|
||||||
(49981, 34876),(49898, 34786)
|
108 | (3449, 171),(3354, 108)
|
||||||
(49957, 43390),(49897, 43384)
|
109 | (18037, 155),(17941, 109)
|
||||||
(49853, 18504),(49848, 18503)
|
114 | (28511, 208),(28479, 114)
|
||||||
(49902, 41752),(49818, 41746)
|
118 | (19946, 217),(19941, 118)
|
||||||
(49907, 30225),(49810, 30158)
|
139 | (16906, 191),(16816, 139)
|
||||||
(49843, 5175),(49808, 5145)
|
163 | (759, 187),(662, 163)
|
||||||
(49887, 24274),(49805, 24184)
|
181 | (22684, 266),(22656, 181)
|
||||||
(49847, 7128),(49798, 7067)
|
213 | (24423, 255),(24360, 213)
|
||||||
(49820, 7990),(49771, 7967)
|
222 | (45989, 249),(45910, 222)
|
||||||
(15 rows)
|
(15 rows)
|
||||||
|
|
||||||
SELECT * FROM test_cube ORDER BY c~>4 DESC LIMIT 15; -- descending by 2nd coordinate or upper right corner
|
SELECT c~>4, c FROM test_cube ORDER BY c~>4 LIMIT 15; -- ascending by upper bound
|
||||||
c
|
?column? | c
|
||||||
-------------------------------
|
----------+---------------------------
|
||||||
(36311, 50073),(36258, 49987)
|
0 | (100000)
|
||||||
(30746, 50040),(30727, 49992)
|
1 | (1, 1)
|
||||||
(2168, 50012),(2108, 49914)
|
50 | (30333, 50),(30273, 6)
|
||||||
(21551, 49983),(21492, 49885)
|
75 | (43301, 75),(43227, 43)
|
||||||
(17954, 49975),(17865, 49915)
|
142 | (19650, 142),(19630, 51)
|
||||||
(3531, 49962),(3463, 49934)
|
155 | (18037, 155),(17941, 109)
|
||||||
(19128, 49932),(19112, 49849)
|
160 | (2424, 160),(2424, 81)
|
||||||
(31287, 49923),(31236, 49913)
|
171 | (3449, 171),(3354, 108)
|
||||||
(43925, 49912),(43888, 49878)
|
187 | (759, 187),(662, 163)
|
||||||
(29261, 49910),(29247, 49818)
|
191 | (16906, 191),(16816, 139)
|
||||||
(14913, 49873),(14849, 49836)
|
208 | (28511, 208),(28479, 114)
|
||||||
(20007, 49858),(19921, 49778)
|
217 | (19946, 217),(19941, 118)
|
||||||
(38266, 49852),(38233, 49844)
|
249 | (45989, 249),(45910, 222)
|
||||||
(37595, 49849),(37581, 49834)
|
255 | (24423, 255),(24360, 213)
|
||||||
(46151, 49848),(46058, 49830)
|
266 | (22684, 266),(22656, 181)
|
||||||
(15 rows)
|
(15 rows)
|
||||||
|
|
||||||
-- same thing for index with points
|
-- Same queries with sequential scan (should give the same results as above)
|
||||||
CREATE TABLE test_point(c cube);
|
RESET enable_seqscan;
|
||||||
INSERT INTO test_point(SELECT cube(array[c->1,c->2,c->3,c->4]) FROM test_cube);
|
SET enable_indexscan = OFF;
|
||||||
CREATE INDEX ON test_point USING gist(c);
|
SELECT *, c <-> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <-> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
SELECT * FROM test_point ORDER BY c~>1, c~>2 LIMIT 15; -- ascending by 1st then by 2nd coordinate
|
c | dist
|
||||||
c
|
-------------------------+------------------
|
||||||
--------------------------
|
(337, 455),(240, 359) | 0
|
||||||
(54, 38679, 3, 38602)
|
(1, 1) | 140.007142674936
|
||||||
(83, 10271, 15, 10265)
|
(759, 187),(662, 163) | 162
|
||||||
(122, 46832, 64, 46762)
|
(948, 1201),(907, 1156) | 772.000647668122
|
||||||
(154, 4019, 138, 3990)
|
(1444, 403),(1346, 344) | 846
|
||||||
(161, 24465, 107, 24374)
|
(5 rows)
|
||||||
(162, 26040, 120, 25963)
|
|
||||||
(167, 17214, 92, 17184)
|
SELECT *, c <=> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <=> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
(207, 40886, 179, 40879)
|
c | dist
|
||||||
(259, 1850, 175, 1820)
|
-------------------------+------
|
||||||
(270, 29508, 264, 29440)
|
(337, 455),(240, 359) | 0
|
||||||
(270, 32616, 226, 32607)
|
(1, 1) | 99
|
||||||
(288, 49588, 204, 49571)
|
(759, 187),(662, 163) | 162
|
||||||
(318, 31489, 235, 31404)
|
(948, 1201),(907, 1156) | 656
|
||||||
(326, 18837, 285, 18817)
|
(1444, 403),(1346, 344) | 846
|
||||||
(337, 455, 240, 359)
|
(5 rows)
|
||||||
|
|
||||||
|
SELECT *, c <#> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <#> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
|
c | dist
|
||||||
|
-------------------------+------
|
||||||
|
(337, 455),(240, 359) | 0
|
||||||
|
(759, 187),(662, 163) | 162
|
||||||
|
(1, 1) | 198
|
||||||
|
(1444, 403),(1346, 344) | 846
|
||||||
|
(369, 1457),(278, 1409) | 909
|
||||||
|
(5 rows)
|
||||||
|
|
||||||
|
SELECT c~>1, c FROM test_cube ORDER BY c~>1 LIMIT 15; -- ascending by left bound
|
||||||
|
?column? | c
|
||||||
|
----------+---------------------------
|
||||||
|
0 | (0, 100000)
|
||||||
|
1 | (1, 1)
|
||||||
|
3 | (54, 38679),(3, 38602)
|
||||||
|
15 | (83, 10271),(15, 10265)
|
||||||
|
64 | (122, 46832),(64, 46762)
|
||||||
|
92 | (167, 17214),(92, 17184)
|
||||||
|
107 | (161, 24465),(107, 24374)
|
||||||
|
120 | (162, 26040),(120, 25963)
|
||||||
|
138 | (154, 4019),(138, 3990)
|
||||||
|
175 | (259, 1850),(175, 1820)
|
||||||
|
179 | (207, 40886),(179, 40879)
|
||||||
|
204 | (288, 49588),(204, 49571)
|
||||||
|
226 | (270, 32616),(226, 32607)
|
||||||
|
235 | (318, 31489),(235, 31404)
|
||||||
|
240 | (337, 455),(240, 359)
|
||||||
(15 rows)
|
(15 rows)
|
||||||
|
|
||||||
SELECT * FROM test_point ORDER BY c~>4 DESC LIMIT 15; -- descending by 1st coordinate
|
SELECT c~>2, c FROM test_cube ORDER BY c~>2 LIMIT 15; -- ascending by right bound
|
||||||
c
|
?column? | c
|
||||||
------------------------------
|
----------+---------------------------
|
||||||
(30746, 50040, 30727, 49992)
|
0 | (0, 100000)
|
||||||
(36311, 50073, 36258, 49987)
|
1 | (1, 1)
|
||||||
(3531, 49962, 3463, 49934)
|
54 | (54, 38679),(3, 38602)
|
||||||
(17954, 49975, 17865, 49915)
|
83 | (83, 10271),(15, 10265)
|
||||||
(2168, 50012, 2108, 49914)
|
122 | (122, 46832),(64, 46762)
|
||||||
(31287, 49923, 31236, 49913)
|
154 | (154, 4019),(138, 3990)
|
||||||
(21551, 49983, 21492, 49885)
|
161 | (161, 24465),(107, 24374)
|
||||||
(43925, 49912, 43888, 49878)
|
162 | (162, 26040),(120, 25963)
|
||||||
(19128, 49932, 19112, 49849)
|
167 | (167, 17214),(92, 17184)
|
||||||
(38266, 49852, 38233, 49844)
|
207 | (207, 40886),(179, 40879)
|
||||||
(14913, 49873, 14849, 49836)
|
259 | (259, 1850),(175, 1820)
|
||||||
(37595, 49849, 37581, 49834)
|
270 | (270, 29508),(264, 29440)
|
||||||
(46151, 49848, 46058, 49830)
|
270 | (270, 32616),(226, 32607)
|
||||||
(29261, 49910, 29247, 49818)
|
288 | (288, 49588),(204, 49571)
|
||||||
(19233, 49824, 19185, 49794)
|
318 | (318, 31489),(235, 31404)
|
||||||
(15 rows)
|
(15 rows)
|
||||||
|
|
||||||
|
SELECT c~>3, c FROM test_cube ORDER BY c~>3 LIMIT 15; -- ascending by lower bound
|
||||||
|
?column? | c
|
||||||
|
----------+---------------------------
|
||||||
|
0 | (100000)
|
||||||
|
1 | (1, 1)
|
||||||
|
6 | (30333, 50),(30273, 6)
|
||||||
|
43 | (43301, 75),(43227, 43)
|
||||||
|
51 | (19650, 142),(19630, 51)
|
||||||
|
81 | (2424, 160),(2424, 81)
|
||||||
|
108 | (3449, 171),(3354, 108)
|
||||||
|
109 | (18037, 155),(17941, 109)
|
||||||
|
114 | (28511, 208),(28479, 114)
|
||||||
|
118 | (19946, 217),(19941, 118)
|
||||||
|
139 | (16906, 191),(16816, 139)
|
||||||
|
163 | (759, 187),(662, 163)
|
||||||
|
181 | (22684, 266),(22656, 181)
|
||||||
|
213 | (24423, 255),(24360, 213)
|
||||||
|
222 | (45989, 249),(45910, 222)
|
||||||
|
(15 rows)
|
||||||
|
|
||||||
|
SELECT c~>4, c FROM test_cube ORDER BY c~>4 LIMIT 15; -- ascending by upper bound
|
||||||
|
?column? | c
|
||||||
|
----------+---------------------------
|
||||||
|
0 | (100000)
|
||||||
|
1 | (1, 1)
|
||||||
|
50 | (30333, 50),(30273, 6)
|
||||||
|
75 | (43301, 75),(43227, 43)
|
||||||
|
142 | (19650, 142),(19630, 51)
|
||||||
|
155 | (18037, 155),(17941, 109)
|
||||||
|
160 | (2424, 160),(2424, 81)
|
||||||
|
171 | (3449, 171),(3354, 108)
|
||||||
|
187 | (759, 187),(662, 163)
|
||||||
|
191 | (16906, 191),(16816, 139)
|
||||||
|
208 | (28511, 208),(28479, 114)
|
||||||
|
217 | (19946, 217),(19941, 118)
|
||||||
|
249 | (45989, 249),(45910, 222)
|
||||||
|
255 | (24423, 255),(24360, 213)
|
||||||
|
266 | (22684, 266),(22656, 181)
|
||||||
|
(15 rows)
|
||||||
|
|
||||||
|
RESET enable_indexscan;
|
||||||
|
|||||||
@ -1495,25 +1495,25 @@ SELECT cube(array[40,50,60], array[10,20,30])~>1;
|
|||||||
SELECT cube(array[10,20,30], array[40,50,60])~>2;
|
SELECT cube(array[10,20,30], array[40,50,60])~>2;
|
||||||
?column?
|
?column?
|
||||||
----------
|
----------
|
||||||
20
|
40
|
||||||
(1 row)
|
(1 row)
|
||||||
|
|
||||||
SELECT cube(array[40,50,60], array[10,20,30])~>2;
|
SELECT cube(array[40,50,60], array[10,20,30])~>2;
|
||||||
?column?
|
?column?
|
||||||
----------
|
----------
|
||||||
20
|
40
|
||||||
(1 row)
|
(1 row)
|
||||||
|
|
||||||
SELECT cube(array[10,20,30], array[40,50,60])~>3;
|
SELECT cube(array[10,20,30], array[40,50,60])~>3;
|
||||||
?column?
|
?column?
|
||||||
----------
|
----------
|
||||||
30
|
20
|
||||||
(1 row)
|
(1 row)
|
||||||
|
|
||||||
SELECT cube(array[40,50,60], array[10,20,30])~>3;
|
SELECT cube(array[40,50,60], array[10,20,30])~>3;
|
||||||
?column?
|
?column?
|
||||||
----------
|
----------
|
||||||
30
|
20
|
||||||
(1 row)
|
(1 row)
|
||||||
|
|
||||||
SELECT cube(array[40,50,60], array[10,20,30])~>0;
|
SELECT cube(array[40,50,60], array[10,20,30])~>0;
|
||||||
@ -1521,7 +1521,7 @@ ERROR: cube index 0 is out of bounds
|
|||||||
SELECT cube(array[40,50,60], array[10,20,30])~>4;
|
SELECT cube(array[40,50,60], array[10,20,30])~>4;
|
||||||
?column?
|
?column?
|
||||||
----------
|
----------
|
||||||
40
|
50
|
||||||
(1 row)
|
(1 row)
|
||||||
|
|
||||||
SELECT cube(array[40,50,60], array[10,20,30])~>(-1);
|
SELECT cube(array[40,50,60], array[10,20,30])~>(-1);
|
||||||
@ -1552,25 +1552,28 @@ SELECT * FROM test_cube WHERE c && '(3000,1000),(0,0)' GROUP BY c ORDER BY c;
|
|||||||
(2424, 160),(2424, 81)
|
(2424, 160),(2424, 81)
|
||||||
(5 rows)
|
(5 rows)
|
||||||
|
|
||||||
-- kNN with index
|
-- Test kNN
|
||||||
|
INSERT INTO test_cube VALUES ('(1,1)'), ('(100000)'), ('(0, 100000)'); -- Some corner cases
|
||||||
|
SET enable_seqscan = false;
|
||||||
|
-- Test different metrics
|
||||||
SELECT *, c <-> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <-> '(100, 100),(500, 500)'::cube LIMIT 5;
|
SELECT *, c <-> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <-> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
c | dist
|
c | dist
|
||||||
-------------------------+------------------
|
-------------------------+------------------
|
||||||
(337, 455),(240, 359) | 0
|
(337, 455),(240, 359) | 0
|
||||||
|
(1, 1) | 140.007142674936
|
||||||
(759, 187),(662, 163) | 162
|
(759, 187),(662, 163) | 162
|
||||||
(948, 1201),(907, 1156) | 772.000647668122
|
(948, 1201),(907, 1156) | 772.000647668122
|
||||||
(1444, 403),(1346, 344) | 846
|
(1444, 403),(1346, 344) | 846
|
||||||
(369, 1457),(278, 1409) | 909
|
|
||||||
(5 rows)
|
(5 rows)
|
||||||
|
|
||||||
SELECT *, c <=> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <=> '(100, 100),(500, 500)'::cube LIMIT 5;
|
SELECT *, c <=> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <=> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
c | dist
|
c | dist
|
||||||
-------------------------+------
|
-------------------------+------
|
||||||
(337, 455),(240, 359) | 0
|
(337, 455),(240, 359) | 0
|
||||||
|
(1, 1) | 99
|
||||||
(759, 187),(662, 163) | 162
|
(759, 187),(662, 163) | 162
|
||||||
(948, 1201),(907, 1156) | 656
|
(948, 1201),(907, 1156) | 656
|
||||||
(1444, 403),(1346, 344) | 846
|
(1444, 403),(1346, 344) | 846
|
||||||
(369, 1457),(278, 1409) | 909
|
|
||||||
(5 rows)
|
(5 rows)
|
||||||
|
|
||||||
SELECT *, c <#> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <#> '(100, 100),(500, 500)'::cube LIMIT 5;
|
SELECT *, c <#> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <#> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
@ -1578,133 +1581,203 @@ SELECT *, c <#> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c
|
|||||||
-------------------------+------
|
-------------------------+------
|
||||||
(337, 455),(240, 359) | 0
|
(337, 455),(240, 359) | 0
|
||||||
(759, 187),(662, 163) | 162
|
(759, 187),(662, 163) | 162
|
||||||
|
(1, 1) | 198
|
||||||
(1444, 403),(1346, 344) | 846
|
(1444, 403),(1346, 344) | 846
|
||||||
(369, 1457),(278, 1409) | 909
|
(369, 1457),(278, 1409) | 909
|
||||||
(948, 1201),(907, 1156) | 1063
|
|
||||||
(5 rows)
|
(5 rows)
|
||||||
|
|
||||||
-- kNN-based sorting
|
-- Test sorting by coordinates
|
||||||
SELECT * FROM test_cube ORDER BY c~>1 LIMIT 15; -- ascending by 1st coordinate of lower left corner
|
SELECT c~>1, c FROM test_cube ORDER BY c~>1 LIMIT 15; -- ascending by left bound
|
||||||
c
|
?column? | c
|
||||||
---------------------------
|
----------+---------------------------
|
||||||
(54, 38679),(3, 38602)
|
0 | (0, 100000)
|
||||||
(83, 10271),(15, 10265)
|
1 | (1, 1)
|
||||||
(122, 46832),(64, 46762)
|
3 | (54, 38679),(3, 38602)
|
||||||
(167, 17214),(92, 17184)
|
15 | (83, 10271),(15, 10265)
|
||||||
(161, 24465),(107, 24374)
|
64 | (122, 46832),(64, 46762)
|
||||||
(162, 26040),(120, 25963)
|
92 | (167, 17214),(92, 17184)
|
||||||
(154, 4019),(138, 3990)
|
107 | (161, 24465),(107, 24374)
|
||||||
(259, 1850),(175, 1820)
|
120 | (162, 26040),(120, 25963)
|
||||||
(207, 40886),(179, 40879)
|
138 | (154, 4019),(138, 3990)
|
||||||
(288, 49588),(204, 49571)
|
175 | (259, 1850),(175, 1820)
|
||||||
(270, 32616),(226, 32607)
|
179 | (207, 40886),(179, 40879)
|
||||||
(318, 31489),(235, 31404)
|
204 | (288, 49588),(204, 49571)
|
||||||
(337, 455),(240, 359)
|
226 | (270, 32616),(226, 32607)
|
||||||
(270, 29508),(264, 29440)
|
235 | (318, 31489),(235, 31404)
|
||||||
(369, 1457),(278, 1409)
|
240 | (337, 455),(240, 359)
|
||||||
(15 rows)
|
(15 rows)
|
||||||
|
|
||||||
SELECT * FROM test_cube ORDER BY c~>4 LIMIT 15; -- ascending by 2nd coordinate or upper right corner
|
SELECT c~>2, c FROM test_cube ORDER BY c~>2 LIMIT 15; -- ascending by right bound
|
||||||
c
|
?column? | c
|
||||||
---------------------------
|
----------+---------------------------
|
||||||
(30333, 50),(30273, 6)
|
0 | (0, 100000)
|
||||||
(43301, 75),(43227, 43)
|
1 | (1, 1)
|
||||||
(19650, 142),(19630, 51)
|
54 | (54, 38679),(3, 38602)
|
||||||
(2424, 160),(2424, 81)
|
83 | (83, 10271),(15, 10265)
|
||||||
(3449, 171),(3354, 108)
|
122 | (122, 46832),(64, 46762)
|
||||||
(18037, 155),(17941, 109)
|
154 | (154, 4019),(138, 3990)
|
||||||
(28511, 208),(28479, 114)
|
161 | (161, 24465),(107, 24374)
|
||||||
(19946, 217),(19941, 118)
|
162 | (162, 26040),(120, 25963)
|
||||||
(16906, 191),(16816, 139)
|
167 | (167, 17214),(92, 17184)
|
||||||
(759, 187),(662, 163)
|
207 | (207, 40886),(179, 40879)
|
||||||
(22684, 266),(22656, 181)
|
259 | (259, 1850),(175, 1820)
|
||||||
(24423, 255),(24360, 213)
|
270 | (270, 29508),(264, 29440)
|
||||||
(45989, 249),(45910, 222)
|
270 | (270, 32616),(226, 32607)
|
||||||
(11399, 377),(11360, 294)
|
288 | (288, 49588),(204, 49571)
|
||||||
(12162, 389),(12103, 309)
|
318 | (318, 31489),(235, 31404)
|
||||||
(15 rows)
|
(15 rows)
|
||||||
|
|
||||||
SELECT * FROM test_cube ORDER BY c~>1 DESC LIMIT 15; -- descending by 1st coordinate of lower left corner
|
SELECT c~>3, c FROM test_cube ORDER BY c~>3 LIMIT 15; -- ascending by lower bound
|
||||||
c
|
?column? | c
|
||||||
-------------------------------
|
----------+---------------------------
|
||||||
(50027, 49230),(49951, 49214)
|
0 | (100000)
|
||||||
(49980, 35004),(49937, 34963)
|
1 | (1, 1)
|
||||||
(49985, 6436),(49927, 6338)
|
6 | (30333, 50),(30273, 6)
|
||||||
(49999, 27218),(49908, 27176)
|
43 | (43301, 75),(43227, 43)
|
||||||
(49954, 1340),(49905, 1294)
|
51 | (19650, 142),(19630, 51)
|
||||||
(49944, 25163),(49902, 25153)
|
81 | (2424, 160),(2424, 81)
|
||||||
(49981, 34876),(49898, 34786)
|
108 | (3449, 171),(3354, 108)
|
||||||
(49957, 43390),(49897, 43384)
|
109 | (18037, 155),(17941, 109)
|
||||||
(49853, 18504),(49848, 18503)
|
114 | (28511, 208),(28479, 114)
|
||||||
(49902, 41752),(49818, 41746)
|
118 | (19946, 217),(19941, 118)
|
||||||
(49907, 30225),(49810, 30158)
|
139 | (16906, 191),(16816, 139)
|
||||||
(49843, 5175),(49808, 5145)
|
163 | (759, 187),(662, 163)
|
||||||
(49887, 24274),(49805, 24184)
|
181 | (22684, 266),(22656, 181)
|
||||||
(49847, 7128),(49798, 7067)
|
213 | (24423, 255),(24360, 213)
|
||||||
(49820, 7990),(49771, 7967)
|
222 | (45989, 249),(45910, 222)
|
||||||
(15 rows)
|
(15 rows)
|
||||||
|
|
||||||
SELECT * FROM test_cube ORDER BY c~>4 DESC LIMIT 15; -- descending by 2nd coordinate or upper right corner
|
SELECT c~>4, c FROM test_cube ORDER BY c~>4 LIMIT 15; -- ascending by upper bound
|
||||||
c
|
?column? | c
|
||||||
-------------------------------
|
----------+---------------------------
|
||||||
(36311, 50073),(36258, 49987)
|
0 | (100000)
|
||||||
(30746, 50040),(30727, 49992)
|
1 | (1, 1)
|
||||||
(2168, 50012),(2108, 49914)
|
50 | (30333, 50),(30273, 6)
|
||||||
(21551, 49983),(21492, 49885)
|
75 | (43301, 75),(43227, 43)
|
||||||
(17954, 49975),(17865, 49915)
|
142 | (19650, 142),(19630, 51)
|
||||||
(3531, 49962),(3463, 49934)
|
155 | (18037, 155),(17941, 109)
|
||||||
(19128, 49932),(19112, 49849)
|
160 | (2424, 160),(2424, 81)
|
||||||
(31287, 49923),(31236, 49913)
|
171 | (3449, 171),(3354, 108)
|
||||||
(43925, 49912),(43888, 49878)
|
187 | (759, 187),(662, 163)
|
||||||
(29261, 49910),(29247, 49818)
|
191 | (16906, 191),(16816, 139)
|
||||||
(14913, 49873),(14849, 49836)
|
208 | (28511, 208),(28479, 114)
|
||||||
(20007, 49858),(19921, 49778)
|
217 | (19946, 217),(19941, 118)
|
||||||
(38266, 49852),(38233, 49844)
|
249 | (45989, 249),(45910, 222)
|
||||||
(37595, 49849),(37581, 49834)
|
255 | (24423, 255),(24360, 213)
|
||||||
(46151, 49848),(46058, 49830)
|
266 | (22684, 266),(22656, 181)
|
||||||
(15 rows)
|
(15 rows)
|
||||||
|
|
||||||
-- same thing for index with points
|
-- Same queries with sequential scan (should give the same results as above)
|
||||||
CREATE TABLE test_point(c cube);
|
RESET enable_seqscan;
|
||||||
INSERT INTO test_point(SELECT cube(array[c->1,c->2,c->3,c->4]) FROM test_cube);
|
SET enable_indexscan = OFF;
|
||||||
CREATE INDEX ON test_point USING gist(c);
|
SELECT *, c <-> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <-> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
SELECT * FROM test_point ORDER BY c~>1, c~>2 LIMIT 15; -- ascending by 1st then by 2nd coordinate
|
c | dist
|
||||||
c
|
-------------------------+------------------
|
||||||
--------------------------
|
(337, 455),(240, 359) | 0
|
||||||
(54, 38679, 3, 38602)
|
(1, 1) | 140.007142674936
|
||||||
(83, 10271, 15, 10265)
|
(759, 187),(662, 163) | 162
|
||||||
(122, 46832, 64, 46762)
|
(948, 1201),(907, 1156) | 772.000647668122
|
||||||
(154, 4019, 138, 3990)
|
(1444, 403),(1346, 344) | 846
|
||||||
(161, 24465, 107, 24374)
|
(5 rows)
|
||||||
(162, 26040, 120, 25963)
|
|
||||||
(167, 17214, 92, 17184)
|
SELECT *, c <=> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <=> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
(207, 40886, 179, 40879)
|
c | dist
|
||||||
(259, 1850, 175, 1820)
|
-------------------------+------
|
||||||
(270, 29508, 264, 29440)
|
(337, 455),(240, 359) | 0
|
||||||
(270, 32616, 226, 32607)
|
(1, 1) | 99
|
||||||
(288, 49588, 204, 49571)
|
(759, 187),(662, 163) | 162
|
||||||
(318, 31489, 235, 31404)
|
(948, 1201),(907, 1156) | 656
|
||||||
(326, 18837, 285, 18817)
|
(1444, 403),(1346, 344) | 846
|
||||||
(337, 455, 240, 359)
|
(5 rows)
|
||||||
|
|
||||||
|
SELECT *, c <#> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <#> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
|
c | dist
|
||||||
|
-------------------------+------
|
||||||
|
(337, 455),(240, 359) | 0
|
||||||
|
(759, 187),(662, 163) | 162
|
||||||
|
(1, 1) | 198
|
||||||
|
(1444, 403),(1346, 344) | 846
|
||||||
|
(369, 1457),(278, 1409) | 909
|
||||||
|
(5 rows)
|
||||||
|
|
||||||
|
SELECT c~>1, c FROM test_cube ORDER BY c~>1 LIMIT 15; -- ascending by left bound
|
||||||
|
?column? | c
|
||||||
|
----------+---------------------------
|
||||||
|
0 | (0, 100000)
|
||||||
|
1 | (1, 1)
|
||||||
|
3 | (54, 38679),(3, 38602)
|
||||||
|
15 | (83, 10271),(15, 10265)
|
||||||
|
64 | (122, 46832),(64, 46762)
|
||||||
|
92 | (167, 17214),(92, 17184)
|
||||||
|
107 | (161, 24465),(107, 24374)
|
||||||
|
120 | (162, 26040),(120, 25963)
|
||||||
|
138 | (154, 4019),(138, 3990)
|
||||||
|
175 | (259, 1850),(175, 1820)
|
||||||
|
179 | (207, 40886),(179, 40879)
|
||||||
|
204 | (288, 49588),(204, 49571)
|
||||||
|
226 | (270, 32616),(226, 32607)
|
||||||
|
235 | (318, 31489),(235, 31404)
|
||||||
|
240 | (337, 455),(240, 359)
|
||||||
(15 rows)
|
(15 rows)
|
||||||
|
|
||||||
SELECT * FROM test_point ORDER BY c~>4 DESC LIMIT 15; -- descending by 1st coordinate
|
SELECT c~>2, c FROM test_cube ORDER BY c~>2 LIMIT 15; -- ascending by right bound
|
||||||
c
|
?column? | c
|
||||||
------------------------------
|
----------+---------------------------
|
||||||
(30746, 50040, 30727, 49992)
|
0 | (0, 100000)
|
||||||
(36311, 50073, 36258, 49987)
|
1 | (1, 1)
|
||||||
(3531, 49962, 3463, 49934)
|
54 | (54, 38679),(3, 38602)
|
||||||
(17954, 49975, 17865, 49915)
|
83 | (83, 10271),(15, 10265)
|
||||||
(2168, 50012, 2108, 49914)
|
122 | (122, 46832),(64, 46762)
|
||||||
(31287, 49923, 31236, 49913)
|
154 | (154, 4019),(138, 3990)
|
||||||
(21551, 49983, 21492, 49885)
|
161 | (161, 24465),(107, 24374)
|
||||||
(43925, 49912, 43888, 49878)
|
162 | (162, 26040),(120, 25963)
|
||||||
(19128, 49932, 19112, 49849)
|
167 | (167, 17214),(92, 17184)
|
||||||
(38266, 49852, 38233, 49844)
|
207 | (207, 40886),(179, 40879)
|
||||||
(14913, 49873, 14849, 49836)
|
259 | (259, 1850),(175, 1820)
|
||||||
(37595, 49849, 37581, 49834)
|
270 | (270, 29508),(264, 29440)
|
||||||
(46151, 49848, 46058, 49830)
|
270 | (270, 32616),(226, 32607)
|
||||||
(29261, 49910, 29247, 49818)
|
288 | (288, 49588),(204, 49571)
|
||||||
(19233, 49824, 19185, 49794)
|
318 | (318, 31489),(235, 31404)
|
||||||
(15 rows)
|
(15 rows)
|
||||||
|
|
||||||
|
SELECT c~>3, c FROM test_cube ORDER BY c~>3 LIMIT 15; -- ascending by lower bound
|
||||||
|
?column? | c
|
||||||
|
----------+---------------------------
|
||||||
|
0 | (100000)
|
||||||
|
1 | (1, 1)
|
||||||
|
6 | (30333, 50),(30273, 6)
|
||||||
|
43 | (43301, 75),(43227, 43)
|
||||||
|
51 | (19650, 142),(19630, 51)
|
||||||
|
81 | (2424, 160),(2424, 81)
|
||||||
|
108 | (3449, 171),(3354, 108)
|
||||||
|
109 | (18037, 155),(17941, 109)
|
||||||
|
114 | (28511, 208),(28479, 114)
|
||||||
|
118 | (19946, 217),(19941, 118)
|
||||||
|
139 | (16906, 191),(16816, 139)
|
||||||
|
163 | (759, 187),(662, 163)
|
||||||
|
181 | (22684, 266),(22656, 181)
|
||||||
|
213 | (24423, 255),(24360, 213)
|
||||||
|
222 | (45989, 249),(45910, 222)
|
||||||
|
(15 rows)
|
||||||
|
|
||||||
|
SELECT c~>4, c FROM test_cube ORDER BY c~>4 LIMIT 15; -- ascending by upper bound
|
||||||
|
?column? | c
|
||||||
|
----------+---------------------------
|
||||||
|
0 | (100000)
|
||||||
|
1 | (1, 1)
|
||||||
|
50 | (30333, 50),(30273, 6)
|
||||||
|
75 | (43301, 75),(43227, 43)
|
||||||
|
142 | (19650, 142),(19630, 51)
|
||||||
|
155 | (18037, 155),(17941, 109)
|
||||||
|
160 | (2424, 160),(2424, 81)
|
||||||
|
171 | (3449, 171),(3354, 108)
|
||||||
|
187 | (759, 187),(662, 163)
|
||||||
|
191 | (16906, 191),(16816, 139)
|
||||||
|
208 | (28511, 208),(28479, 114)
|
||||||
|
217 | (19946, 217),(19941, 118)
|
||||||
|
249 | (45989, 249),(45910, 222)
|
||||||
|
255 | (24423, 255),(24360, 213)
|
||||||
|
266 | (22684, 266),(22656, 181)
|
||||||
|
(15 rows)
|
||||||
|
|
||||||
|
RESET enable_indexscan;
|
||||||
|
|||||||
@ -372,20 +372,29 @@ SELECT * FROM test_cube WHERE c && '(3000,1000),(0,0)' ORDER BY c;
|
|||||||
-- Test sorting
|
-- Test sorting
|
||||||
SELECT * FROM test_cube WHERE c && '(3000,1000),(0,0)' GROUP BY c ORDER BY c;
|
SELECT * FROM test_cube WHERE c && '(3000,1000),(0,0)' GROUP BY c ORDER BY c;
|
||||||
|
|
||||||
-- kNN with index
|
-- Test kNN
|
||||||
|
INSERT INTO test_cube VALUES ('(1,1)'), ('(100000)'), ('(0, 100000)'); -- Some corner cases
|
||||||
|
SET enable_seqscan = false;
|
||||||
|
|
||||||
|
-- Test different metrics
|
||||||
SELECT *, c <-> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <-> '(100, 100),(500, 500)'::cube LIMIT 5;
|
SELECT *, c <-> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <-> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
SELECT *, c <=> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <=> '(100, 100),(500, 500)'::cube LIMIT 5;
|
SELECT *, c <=> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <=> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
SELECT *, c <#> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <#> '(100, 100),(500, 500)'::cube LIMIT 5;
|
SELECT *, c <#> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <#> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
|
|
||||||
-- kNN-based sorting
|
-- Test sorting by coordinates
|
||||||
SELECT * FROM test_cube ORDER BY c~>1 LIMIT 15; -- ascending by 1st coordinate of lower left corner
|
SELECT c~>1, c FROM test_cube ORDER BY c~>1 LIMIT 15; -- ascending by left bound
|
||||||
SELECT * FROM test_cube ORDER BY c~>4 LIMIT 15; -- ascending by 2nd coordinate or upper right corner
|
SELECT c~>2, c FROM test_cube ORDER BY c~>2 LIMIT 15; -- ascending by right bound
|
||||||
SELECT * FROM test_cube ORDER BY c~>1 DESC LIMIT 15; -- descending by 1st coordinate of lower left corner
|
SELECT c~>3, c FROM test_cube ORDER BY c~>3 LIMIT 15; -- ascending by lower bound
|
||||||
SELECT * FROM test_cube ORDER BY c~>4 DESC LIMIT 15; -- descending by 2nd coordinate or upper right corner
|
SELECT c~>4, c FROM test_cube ORDER BY c~>4 LIMIT 15; -- ascending by upper bound
|
||||||
|
|
||||||
-- same thing for index with points
|
-- Same queries with sequential scan (should give the same results as above)
|
||||||
CREATE TABLE test_point(c cube);
|
RESET enable_seqscan;
|
||||||
INSERT INTO test_point(SELECT cube(array[c->1,c->2,c->3,c->4]) FROM test_cube);
|
SET enable_indexscan = OFF;
|
||||||
CREATE INDEX ON test_point USING gist(c);
|
SELECT *, c <-> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <-> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
SELECT * FROM test_point ORDER BY c~>1, c~>2 LIMIT 15; -- ascending by 1st then by 2nd coordinate
|
SELECT *, c <=> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <=> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
SELECT * FROM test_point ORDER BY c~>4 DESC LIMIT 15; -- descending by 1st coordinate
|
SELECT *, c <#> '(100, 100),(500, 500)'::cube as dist FROM test_cube ORDER BY c <#> '(100, 100),(500, 500)'::cube LIMIT 5;
|
||||||
|
SELECT c~>1, c FROM test_cube ORDER BY c~>1 LIMIT 15; -- ascending by left bound
|
||||||
|
SELECT c~>2, c FROM test_cube ORDER BY c~>2 LIMIT 15; -- ascending by right bound
|
||||||
|
SELECT c~>3, c FROM test_cube ORDER BY c~>3 LIMIT 15; -- ascending by lower bound
|
||||||
|
SELECT c~>4, c FROM test_cube ORDER BY c~>4 LIMIT 15; -- ascending by upper bound
|
||||||
|
RESET enable_indexscan;
|
||||||
|
|||||||
@ -186,10 +186,11 @@
|
|||||||
<entry><literal>a ~> n</></entry>
|
<entry><literal>a ~> n</></entry>
|
||||||
<entry><type>float8</></entry>
|
<entry><type>float8</></entry>
|
||||||
<entry>
|
<entry>
|
||||||
Get <replaceable>n</>-th coordinate in <quote>normalized</> cube
|
Get <replaceable>n</>-th coordinate of cube in following way:
|
||||||
representation, in which the coordinates have been rearranged into
|
n = 2 * k - 1 means lower bound of <replaceable>k</>-th
|
||||||
the form <quote>lower left — upper right</>; that is, the
|
dimension, n = 2 * k means upper bound of
|
||||||
smaller endpoint along each dimension appears first.
|
<replaceable>k</>-th dimension. This operator is designed
|
||||||
|
for KNN-GiST support.
|
||||||
</entry>
|
</entry>
|
||||||
</row>
|
</row>
|
||||||
|
|
||||||
|
|||||||
Loading…
x
Reference in New Issue
Block a user