ClickHouse/tests/queries/0_stateless/02354_vector_search_queries.reference
2024-02-26 02:31:59 +08:00

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ARRAY, 10 rows, index_granularity = 8192, GRANULARITY = 1 million --> 1 granule, 1 indexed block
- Annoy: WHERE-type
5 [0,2] 0
6 [0,2.1] 0.09999990463256836
7 [0,2.2] 0.20000004768371582
- Annoy: ORDER-BY-type
5 [0,2] 0
6 [0,2.1] 0.09999990463256836
7 [0,2.2] 0.20000004768371582
- Usearch: WHERE-type
5 [0,2] 0
6 [0,2.1] 0.09999990463256836
7 [0,2.2] 0.20000004768371582
- Usearch: ORDER-BY-type
5 [0,2] 0
6 [0,2.1] 0.09999990463256836
7 [0,2.2] 0.20000004768371582
- Annoy: WHERE-type, EXPLAIN
Expression ((Projection + Before ORDER BY))
Limit (preliminary LIMIT (without OFFSET))
Expression
ReadFromMergeTree (default.tab_annoy)
Indexes:
PrimaryKey
Condition: true
Parts: 1/1
Granules: 1/1
Skip
Name: idx
Description: annoy GRANULARITY 100000000
Parts: 1/1
Granules: 1/1
- Annoy: ORDER-BY-type, EXPLAIN
Expression (Projection)
Limit (preliminary LIMIT (without OFFSET))
Sorting (Sorting for ORDER BY)
Expression (Before ORDER BY)
ReadFromMergeTree (default.tab_annoy)
Indexes:
PrimaryKey
Condition: true
Parts: 1/1
Granules: 1/1
Skip
Name: idx
Description: annoy GRANULARITY 100000000
Parts: 1/1
Granules: 1/1
- Usearch: WHERE-type, EXPLAIN
Expression ((Projection + Before ORDER BY))
Limit (preliminary LIMIT (without OFFSET))
Expression
ReadFromMergeTree (default.tab_usearch)
Indexes:
PrimaryKey
Condition: true
Parts: 1/1
Granules: 1/1
Skip
Name: idx
Description: usearch GRANULARITY 100000000
Parts: 1/1
Granules: 1/1
- Usearch: ORDER-BY-type, EXPLAIN
Expression (Projection)
Limit (preliminary LIMIT (without OFFSET))
Sorting (Sorting for ORDER BY)
Expression (Before ORDER BY)
ReadFromMergeTree (default.tab_usearch)
Indexes:
PrimaryKey
Condition: true
Parts: 1/1
Granules: 1/1
Skip
Name: idx
Description: usearch GRANULARITY 100000000
Parts: 1/1
Granules: 1/1
ARRAY vectors, 12 rows, index_granularity = 3, GRANULARITY = 2 --> 4 granules, 2 indexed block
- Annoy: WHERE-type
6 [0,2] 0
7 [0,2.1] 0.09999990463256836
8 [0,2.2] 0.20000004768371582
- Annoy: ORDER-BY-type
6 [0,2] 0
7 [0,2.1] 0.09999990463256836
8 [0,2.2] 0.20000004768371582
- Usearch: WHERE-type
6 [0,2] 0
7 [0,2.1] 0.09999990463256836
8 [0,2.2] 0.20000004768371582
- Usearch: ORDER-BY-type
6 [0,2] 0
7 [0,2.1] 0.09999990463256836
8 [0,2.2] 0.20000004768371582
- Annoy: WHERE-type, EXPLAIN
Expression ((Projection + Before ORDER BY))
Limit (preliminary LIMIT (without OFFSET))
Expression
ReadFromMergeTree (default.tab_annoy)
Indexes:
PrimaryKey
Condition: true
Parts: 1/1
Granules: 4/4
Skip
Name: idx
Description: annoy GRANULARITY 2
Parts: 1/1
Granules: 1/4
- Annoy: ORDER-BY-type, EXPLAIN
Expression (Projection)
Limit (preliminary LIMIT (without OFFSET))
Sorting (Sorting for ORDER BY)
Expression (Before ORDER BY)
ReadFromMergeTree (default.tab_annoy)
Indexes:
PrimaryKey
Condition: true
Parts: 1/1
Granules: 4/4
Skip
Name: idx
Description: annoy GRANULARITY 2
Parts: 1/1
Granules: 2/4
- Usearch: WHERE-type, EXPLAIN
Expression ((Projection + Before ORDER BY))
Limit (preliminary LIMIT (without OFFSET))
Expression
ReadFromMergeTree (default.tab_usearch)
Indexes:
PrimaryKey
Condition: true
Parts: 1/1
Granules: 4/4
Skip
Name: idx
Description: usearch GRANULARITY 2
Parts: 1/1
Granules: 1/4
- Usearch: ORDER-BY-type, EXPLAIN
Expression (Projection)
Limit (preliminary LIMIT (without OFFSET))
Sorting (Sorting for ORDER BY)
Expression (Before ORDER BY)
ReadFromMergeTree (default.tab_usearch)
Indexes:
PrimaryKey
Condition: true
Parts: 1/1
Granules: 4/4
Skip
Name: idx
Description: usearch GRANULARITY 2
Parts: 1/1
Granules: 2/4
TUPLE vectors and special cases
- Annoy: WHERE-type
0 (4.6,2.3) 0.5527864045000421
1 (2,3.2) 0.15200169244542905
2 (4.2,3.4) 0.37080174340866845
- Annoy: ORDER-BY-type
6 (1,9.3) 0.005731362878640178
1 (2,3.2) 0.15200169244542905
7 (5.5,4.7) 0.3503476876550442
- Usearch: WHERE-type
0 (4.6,2.3) 0.5527864045000421
1 (2,3.2) 0.15200169244542905
2 (4.2,3.4) 0.37080174340866845
- Usearch: ORDER-BY-type
6 (1,9.3) 0.005731362878640178
1 (2,3.2) 0.15200169244542905
7 (5.5,4.7) 0.3503476876550442
- Special case: MaximumDistance is negative
- Special case: MaximumDistance is negative
- Special case: setting "annoy_index_search_k_nodes"
- Special case: setting "max_limit_for_ann_queries"
Expression (Projection)
Limit (preliminary LIMIT (without OFFSET))
Sorting (Sorting for ORDER BY)
Expression (Before ORDER BY)
ReadFromMergeTree (default.tab_annoy)
Indexes:
PrimaryKey
Condition: true
Parts: 1/1
Granules: 4/4
- Special case: setting "max_limit_for_ann_queries"
Expression (Projection)
Limit (preliminary LIMIT (without OFFSET))
Sorting (Sorting for ORDER BY)
Expression (Before ORDER BY)
ReadFromMergeTree (default.tab_usearch)
Indexes:
PrimaryKey
Condition: true
Parts: 1/1
Granules: 4/4