ClickHouse/tests/queries/0_stateless/02354_vector_search_queries.reference
2024-11-01 09:21:43 +00:00

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10 rows, index_granularity = 8192, GRANULARITY = 1 million --> 1 granule, 1 indexed block
5 [0,2] 0
6 [0,2.1] 0.09999990463256836
7 [0,2.2] 0.20000004768371582
Expression (Projection)
Limit (preliminary LIMIT (without OFFSET))
Sorting (Sorting for ORDER BY)
Expression (Before ORDER BY)
ReadFromMergeTree (default.tab)
Indexes:
PrimaryKey
Condition: true
Parts: 1/1
Granules: 1/1
Skip
Name: idx
Description: vector_similarity GRANULARITY 100000000
Parts: 1/1
Granules: 1/1
12 rows, index_granularity = 3, GRANULARITY = 2 --> 4 granules, 2 indexed block
6 [0,2] 0
7 [0,2.1] 0.09999990463256836
8 [0,2.2] 0.20000004768371582
Expression (Projection)
Limit (preliminary LIMIT (without OFFSET))
Sorting (Sorting for ORDER BY)
Expression (Before ORDER BY)
ReadFromMergeTree (default.tab)
Indexes:
PrimaryKey
Condition: true
Parts: 1/1
Granules: 4/4
Skip
Name: idx
Description: vector_similarity GRANULARITY 2
Parts: 1/1
Granules: 2/4
Special cases
-- Non-default metric, hnsw_max_connections_per_layer, hnsw_candidate_list_size_for_construction
6 [1,9.3] 0.005731362878640178
4 [2.4,5.2] 0.09204062768384846
1 [2,3.2] 0.15200169244542905
Expression (Projection)
Limit (preliminary LIMIT (without OFFSET))
Sorting (Sorting for ORDER BY)
Expression (Before ORDER BY)
ReadFromMergeTree (default.tab)
Indexes:
PrimaryKey
Condition: true
Parts: 1/1
Granules: 4/4
Skip
Name: idx
Description: vector_similarity GRANULARITY 2
Parts: 1/1
Granules: 3/4
-- 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)
Indexes:
PrimaryKey
Condition: true
Parts: 1/1
Granules: 4/4
-- Test all distance metrics x all quantization
1 [2,3.2] 2.3323807824711897
4 [2.4,5.2] 3.9999999046325727
2 [4.2,3.4] 4.427188573446585
Expression (Projection)
Limit (preliminary LIMIT (without OFFSET))
Sorting (Sorting for ORDER BY)
Expression (Before ORDER BY)
ReadFromMergeTree (default.tab_l2_f64)
Indexes:
PrimaryKey
Condition: true
Parts: 1/1
Granules: 4/4
Skip
Name: idx
Description: vector_similarity GRANULARITY 2
Parts: 1/1
Granules: 4/4
1 [2,3.2] 2.3323807824711897
4 [2.4,5.2] 3.9999999046325727
2 [4.2,3.4] 4.427188573446585
Expression (Projection)
Limit (preliminary LIMIT (without OFFSET))
Sorting (Sorting for ORDER BY)
Expression (Before ORDER BY)
ReadFromMergeTree (default.tab_l2_f32)
Indexes:
PrimaryKey
Condition: true
Parts: 1/1
Granules: 4/4
Skip
Name: idx
Description: vector_similarity GRANULARITY 2
Parts: 1/1
Granules: 4/4
1 [2,3.2] 2.3323807824711897
4 [2.4,5.2] 3.9999999046325727
2 [4.2,3.4] 4.427188573446585
Expression (Projection)
Limit (preliminary LIMIT (without OFFSET))
Sorting (Sorting for ORDER BY)
Expression (Before ORDER BY)
ReadFromMergeTree (default.tab_l2_f16)
Indexes:
PrimaryKey
Condition: true
Parts: 1/1
Granules: 4/4
Skip
Name: idx
Description: vector_similarity GRANULARITY 2
Parts: 1/1
Granules: 4/4
1 [2,3.2] 2.3323807824711897
4 [2.4,5.2] 3.9999999046325727
2 [4.2,3.4] 4.427188573446585
Expression (Projection)
Limit (preliminary LIMIT (without OFFSET))
Sorting (Sorting for ORDER BY)
Expression (Before ORDER BY)
ReadFromMergeTree (default.tab_l2_bf16)
Indexes:
PrimaryKey
Condition: true
Parts: 1/1
Granules: 4/4
Skip
Name: idx
Description: vector_similarity GRANULARITY 2
Parts: 1/1
Granules: 4/4
1 [2,3.2] 2.3323807824711897
4 [2.4,5.2] 3.9999999046325727
2 [4.2,3.4] 4.427188573446585
Expression (Projection)
Limit (preliminary LIMIT (without OFFSET))
Sorting (Sorting for ORDER BY)
Expression (Before ORDER BY)
ReadFromMergeTree (default.tab_l2_i8)
Indexes:
PrimaryKey
Condition: true
Parts: 1/1
Granules: 4/4
Skip
Name: idx
Description: vector_similarity GRANULARITY 2
Parts: 1/1
Granules: 3/4
6 [1,9.3] 0.005731362878640178
4 [2.4,5.2] 0.09204062768384846
1 [2,3.2] 0.15200169244542905
Expression (Projection)
Limit (preliminary LIMIT (without OFFSET))
Sorting (Sorting for ORDER BY)
Expression (Before ORDER BY)
ReadFromMergeTree (default.tab_cos_f64)
Indexes:
PrimaryKey
Condition: true
Parts: 1/1
Granules: 4/4
Skip
Name: idx
Description: vector_similarity GRANULARITY 2
Parts: 1/1
Granules: 3/4
6 [1,9.3] 0.005731362878640178
4 [2.4,5.2] 0.09204062768384846
1 [2,3.2] 0.15200169244542905
Expression (Projection)
Limit (preliminary LIMIT (without OFFSET))
Sorting (Sorting for ORDER BY)
Expression (Before ORDER BY)
ReadFromMergeTree (default.tab_cos_f32)
Indexes:
PrimaryKey
Condition: true
Parts: 1/1
Granules: 4/4
Skip
Name: idx
Description: vector_similarity GRANULARITY 2
Parts: 1/1
Granules: 3/4
6 [1,9.3] 0.005731362878640178
4 [2.4,5.2] 0.09204062768384846
1 [2,3.2] 0.15200169244542905
Expression (Projection)
Limit (preliminary LIMIT (without OFFSET))
Sorting (Sorting for ORDER BY)
Expression (Before ORDER BY)
ReadFromMergeTree (default.tab_cos_f16)
Indexes:
PrimaryKey
Condition: true
Parts: 1/1
Granules: 4/4
Skip
Name: idx
Description: vector_similarity GRANULARITY 2
Parts: 1/1
Granules: 3/4
6 [1,9.3] 0.005731362878640178
4 [2.4,5.2] 0.09204062768384846
1 [2,3.2] 0.15200169244542905
Expression (Projection)
Limit (preliminary LIMIT (without OFFSET))
Sorting (Sorting for ORDER BY)
Expression (Before ORDER BY)
ReadFromMergeTree (default.tab_cos_bf16)
Indexes:
PrimaryKey
Condition: true
Parts: 1/1
Granules: 4/4
Skip
Name: idx
Description: vector_similarity GRANULARITY 2
Parts: 1/1
Granules: 3/4
6 [1,9.3] 0.005731362878640178
4 [2.4,5.2] 0.09204062768384846
1 [2,3.2] 0.15200169244542905
Expression (Projection)
Limit (preliminary LIMIT (without OFFSET))
Sorting (Sorting for ORDER BY)
Expression (Before ORDER BY)
ReadFromMergeTree (default.tab_cos_i8)
Indexes:
PrimaryKey
Condition: true
Parts: 1/1
Granules: 4/4
Skip
Name: idx
Description: vector_similarity GRANULARITY 2
Parts: 1/1
Granules: 3/4
-- Index on Array(Float64) column
6 [0,2] 0
7 [0,2.1] 0.10000000000000009
8 [0,2.2] 0.20000000000000018