pgvector/test/expected/functions.out

SELECT '[1,2,3]'::vector + '[4,5,6]';
 ?column? 
----------
 [5,7,9]
(1 row)

SELECT '[3e38]'::vector + '[3e38]';
ERROR:  value out of range: overflow
SELECT '[1,2,3]'::vector - '[4,5,6]';
  ?column?  
------------
 [-3,-3,-3]
(1 row)

SELECT '[-3e38]'::vector - '[3e38]';
ERROR:  value out of range: overflow
SELECT '[1,2,3]'::vector * '[4,5,6]';
 ?column?  
-----------
 [4,10,18]
(1 row)

SELECT '[1e37]'::vector * '[1e37]';
ERROR:  value out of range: overflow
SELECT '[1e-37]'::vector * '[1e-37]';
ERROR:  value out of range: underflow
SELECT vector_dims('[1,2,3]');
 vector_dims 
-------------
           3
(1 row)

SELECT round(vector_norm('[1,1]')::numeric, 5);
  round  
---------
 1.41421
(1 row)

SELECT vector_norm('[3,4]');
 vector_norm 
-------------
           5
(1 row)

SELECT vector_norm('[0,1]');
 vector_norm 
-------------
           1
(1 row)

SELECT normalize_l2('[3,4]');
 normalize_l2 
--------------
 [0.6,0.8]
(1 row)

SELECT normalize_l2('[3,0]');
 normalize_l2 
--------------
 [1,0]
(1 row)

SELECT normalize_l2('[0,0.1]');
 normalize_l2 
--------------
 [0,1]
(1 row)

SELECT normalize_l2('[0,0]');
 normalize_l2 
--------------
 [0,0]
(1 row)

SELECT l2_distance('[0,0]', '[3,4]');
 l2_distance 
-------------
           5
(1 row)

SELECT l2_distance('[0,0]', '[0,1]');
 l2_distance 
-------------
           1
(1 row)

SELECT l2_distance('[1,2]', '[3]');
ERROR:  different vector dimensions 2 and 1
SELECT l2_distance('[3e38]', '[-3e38]');
 l2_distance 
-------------
    Infinity
(1 row)

SELECT inner_product('[1,2]', '[3,4]');
 inner_product 
---------------
            11
(1 row)

SELECT inner_product('[1,2]', '[3]');
ERROR:  different vector dimensions 2 and 1
SELECT inner_product('[3e38]', '[3e38]');
 inner_product 
---------------
      Infinity
(1 row)

SELECT cosine_distance('[1,2]', '[2,4]');
 cosine_distance 
-----------------
               0
(1 row)

SELECT cosine_distance('[1,2]', '[0,0]');
 cosine_distance 
-----------------
             NaN
(1 row)

SELECT cosine_distance('[1,1]', '[1,1]');
 cosine_distance 
-----------------
               0
(1 row)

SELECT cosine_distance('[1,1]', '[-1,-1]');
 cosine_distance 
-----------------
               2
(1 row)

SELECT cosine_distance('[1,2]', '[3]');
ERROR:  different vector dimensions 2 and 1
SELECT cosine_distance('[1,1]', '[1.1,1.1]');
 cosine_distance 
-----------------
               0
(1 row)

SELECT cosine_distance('[1,1]', '[-1.1,-1.1]');
 cosine_distance 
-----------------
               2
(1 row)

SELECT cosine_distance('[3e38]', '[3e38]');
 cosine_distance 
-----------------
             NaN
(1 row)

SELECT l1_distance('[0,0]', '[3,4]');
 l1_distance 
-------------
           7
(1 row)

SELECT l1_distance('[0,0]', '[0,1]');
 l1_distance 
-------------
           1
(1 row)

SELECT l1_distance('[1,2]', '[3]');
ERROR:  different vector dimensions 2 and 1
SELECT l1_distance('[3e38]', '[-3e38]');
 l1_distance 
-------------
    Infinity
(1 row)

SELECT avg(v) FROM unnest(ARRAY['[1,2,3]'::vector, '[3,5,7]']) v;
    avg    
-----------
 [2,3.5,5]
(1 row)

SELECT avg(v) FROM unnest(ARRAY['[1,2,3]'::vector, '[3,5,7]', NULL]) v;
    avg    
-----------
 [2,3.5,5]
(1 row)

SELECT avg(v) FROM unnest(ARRAY[]::vector[]) v;
 avg 
-----
 
(1 row)

SELECT avg(v) FROM unnest(ARRAY['[1,2]'::vector, '[3]']) v;
ERROR:  expected 2 dimensions, not 1
SELECT avg(v) FROM unnest(ARRAY['[3e38]'::vector, '[3e38]']) v;
   avg   
---------
 [3e+38]
(1 row)

SELECT vector_avg(array_agg(n)) FROM generate_series(1, 16002) n;
ERROR:  vector cannot have more than 16000 dimensions
SELECT sum(v) FROM unnest(ARRAY['[1,2,3]'::vector, '[3,5,7]']) v;
   sum    
----------
 [4,7,10]
(1 row)

SELECT sum(v) FROM unnest(ARRAY['[1,2,3]'::vector, '[3,5,7]', NULL]) v;
   sum    
----------
 [4,7,10]
(1 row)

SELECT sum(v) FROM unnest(ARRAY[]::vector[]) v;
 sum 
-----
 
(1 row)

SELECT sum(v) FROM unnest(ARRAY['[1,2]'::vector, '[3]']) v;
ERROR:  different vector dimensions 2 and 1
SELECT sum(v) FROM unnest(ARRAY['[3e38]'::vector, '[3e38]']) v;
ERROR:  value out of range: overflow