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Change dbpedia-calibration configurations and use WINDOW_SEARCH_SIZE as parameter #31

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Change dbpedia-calibration configurations and use WINDOW_SEARCH_SIZE as parameter #31

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Change dbpedia-calibration configurations and use WINDOW_SEARCH_SIZE …
mpozniak95 Jul 3, 2025
ebf4bc7
Merge branch 'update.redisearch' into fix_parameters
mpozniak95 Jul 3, 2025
7d0d3f4
Change M/Graph Degree
mpozniak95 Jul 3, 2025
37a39d6
Merge branch 'fix_parameters' of https://github.com/redis-performance…
mpozniak95 Jul 3, 2025
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2 changes: 1 addition & 1 deletion engine/clients/redis/search.py
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Original file line number Diff line number Diff line change
Expand Up @@ -38,7 +38,7 @@ def init_client(cls, host, distance, connection_params: dict, search_params: dic
if cls.hybrid_policy != "ADHOC_BF":
cls.knn_conditions = "EF_RUNTIME $EF"
elif cls.algorithm == "SVS-VAMANA":
cls.knn_conditions = "WS_SEARCH $WS_SEARCH"
cls.knn_conditions = "SEARCH_WINDOW_SIZE $WS_SEARCH"
cls.data_type = "FLOAT32"
if "search_params" in cls.search_params:
cls.data_type = (
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380 changes: 380 additions & 0 deletions experiments/configurations/dbpedia-calibration-IP.json
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Original file line number Diff line number Diff line change
@@ -0,0 +1,380 @@
[
{
"name": "dbpedia-cal-IP-hnsw-float16",
"engine": "redis",
"connection_params": {},
"collection_params": {
"algorithm": "hnsw",
"data_type": "FLOAT16",
"hnsw_config": {
"M": 16,
"DISTANCE_METRIC": "IP",
"EF_CONSTRUCTION": 200
}
},
"search_params": [
{
"parallel": 100,
"top": 100,
"calibration_param": "ef",
"calibration_precision": 0.95,
"search_params": {
"data_type": "FLOAT16"
}
}
],
"upload_params": {
"parallel": 100,
"algorithm": "hnsw",
"data_type": "FLOAT16"
}
},
{
"name": "dbpedia-cal-IP-hnsw-float32",
"engine": "redis",
"connection_params": {},
"collection_params": {
"algorithm": "hnsw",
"data_type": "FLOAT32",
"hnsw_config": {
"M": 16,
"DISTANCE_METRIC": "IP",
"EF_CONSTRUCTION": 200
}
},
"search_params": [
{
"parallel": 100,
"top": 100,
"calibration_param": "ef",
"calibration_precision": 0.95,
"search_params": {
"data_type": "FLOAT32"
}
}
],
"upload_params": {
"parallel": 100,
"algorithm": "hnsw",
"data_type": "FLOAT32"
}
},
{
"name": "dbpedia-cal-IP-svs-noquant-float16",
"engine": "redis",
"connection_params": {},
"collection_params": {
"algorithm": "svs-vamana",
"data_type": "FLOAT16",
"svs-vamana_config": {
"DISTANCE_METRIC": "IP",
"GRAPH_MAX_DEGREE": 32,
"CONSTRUCTION_WINDOW_SIZE": 200
}
},
"search_params": [
{
"algorithm": "svs-vamana",
"parallel": 100,
"top": 100,
"calibration_param": "WS_SEARCH",
"calibration_precision": 0.95,
"search_params": {
"data_type": "FLOAT16"
}
}
],
"upload_params": {
"parallel": 100,
"data_type": "FLOAT16",
"algorithm": "svs-vamana"
}
},
{
"name": "dbpedia-cal-IP-svs-noquant-float32",
"engine": "redis",
"connection_params": {},
"collection_params": {
"algorithm": "svs-vamana",
"data_type": "FLOAT32",
"svs-vamana_config": {
"DISTANCE_METRIC": "IP",
"GRAPH_MAX_DEGREE": 32,
"CONSTRUCTION_WINDOW_SIZE": 200
}
},
"search_params": [
{
"algorithm": "svs-vamana",
"parallel": 100,
"top": 100,
"calibration_param": "WS_SEARCH",
"calibration_precision": 0.95,
"search_params": {
"data_type": "FLOAT32"
}
}
],
"upload_params": {
"parallel": 100,
"data_type": "FLOAT32",
"algorithm": "svs-vamana"
}
},
{
"name": "dbpedia-cal-IP-svs-LVQ8-float16",
"engine": "redis",
"connection_params": {},
"collection_params": {
"algorithm": "svs-vamana",
"data_type": "FLOAT16",
"svs-vamana_config": {
"DISTANCE_METRIC": "IP",
"GRAPH_MAX_DEGREE": 32,
"CONSTRUCTION_WINDOW_SIZE": 200,
"compression": "LVQ8"
}
},
"search_params": [
{
"algorithm": "svs-vamana",
"parallel": 100,
"top": 100,
"calibration_param": "WS_SEARCH",
"calibration_precision": 0.95,
"search_params": {
"data_type": "FLOAT16"
}
}
],
"upload_params": {
"parallel": 100,
"data_type": "FLOAT16",
"algorithm": "svs-vamana"
}
},
{
"name": "dbpedia-cal-IP-svs-LVQ8-float32",
"engine": "redis",
"connection_params": {},
"collection_params": {
"algorithm": "svs-vamana",
"data_type": "FLOAT32",
"svs-vamana_config": {
"DISTANCE_METRIC": "IP",
"GRAPH_MAX_DEGREE": 32,
"CONSTRUCTION_WINDOW_SIZE": 200,
"compression": "LVQ8"
}
},
"search_params": [
{
"algorithm": "svs-vamana",
"parallel": 100,
"top": 100,
"calibration_param": "WS_SEARCH",
"calibration_precision": 0.95,
"search_params": {
"data_type": "FLOAT32"
}
}
],
"upload_params": {
"parallel": 100,
"data_type": "FLOAT32",
"algorithm": "svs-vamana"
}
},
{
"name": "dbpedia-cal-IP-svs-LVQ4X8-float16",
"engine": "redis",
"connection_params": {},
"collection_params": {
"algorithm": "svs-vamana",
"data_type": "FLOAT16",
"svs-vamana_config": {
"DISTANCE_METRIC": "IP",
"GRAPH_MAX_DEGREE": 32,
"CONSTRUCTION_WINDOW_SIZE": 200,
"compression": "LVQ4X8"
}
},
"search_params": [
{
"algorithm": "svs-vamana",
"parallel": 100,
"top": 100,
"calibration_param": "WS_SEARCH",
"calibration_precision": 0.95,
"search_params": {
"data_type": "FLOAT16"
}
}
],
"upload_params": {
"parallel": 100,
"data_type": "FLOAT16",
"algorithm": "svs-vamana"
}
},
{
"name": "dbpedia-cal-IP-svs-LVQ4X8-float32",
"engine": "redis",
"connection_params": {},
"collection_params": {
"algorithm": "svs-vamana",
"data_type": "FLOAT32",
"svs-vamana_config": {
"DISTANCE_METRIC": "IP",
"GRAPH_MAX_DEGREE": 32,
"CONSTRUCTION_WINDOW_SIZE": 200,
"compression": "LVQ4X8"
}
},
"search_params": [
{
"algorithm": "svs-vamana",
"parallel": 100,
"top": 100,
"calibration_param": "WS_SEARCH",
"calibration_precision": 0.95,
"search_params": {
"data_type": "FLOAT32"
}
}
],
"upload_params": {
"parallel": 100,
"data_type": "FLOAT32",
"algorithm": "svs-vamana"
}
},
{
"name": "dbpedia-cal-IP-svs-LVQ4X4-float32",
"engine": "redis",
"connection_params": {},
"collection_params": {
"algorithm": "svs-vamana",
"data_type": "FLOAT32",
"svs-vamana_config": {
"DISTANCE_METRIC": "IP",
"GRAPH_MAX_DEGREE": 32,
"CONSTRUCTION_WINDOW_SIZE": 200,
"compression": "LVQ4X4"
}
},
"search_params": [
{
"algorithm": "svs-vamana",
"parallel": 100,
"top": 100,
"calibration_param": "WS_SEARCH",
"calibration_precision": 0.95,
"search_params": {
"data_type": "FLOAT32"
}
}
],
"upload_params": {
"parallel": 100,
"data_type": "FLOAT32",
"algorithm": "svs-vamana"
}
},
{
"name": "dbpedia-cal-IP-svs-LVQ4X4-float16",
"engine": "redis",
"connection_params": {},
"collection_params": {
"algorithm": "svs-vamana",
"data_type": "FLOAT16",
"svs-vamana_config": {
"DISTANCE_METRIC": "IP",
"GRAPH_MAX_DEGREE": 32,
"CONSTRUCTION_WINDOW_SIZE": 200,
"compression": "LVQ4X4"
}
},
"search_params": [
{
"algorithm": "svs-vamana",
"parallel": 100,
"top": 100,
"calibration_param": "WS_SEARCH",
"calibration_precision": 0.95,
"search_params": {
"data_type": "FLOAT16"
}
}
],
"upload_params": {
"parallel": 100,
"data_type": "FLOAT16",
"algorithm": "svs-vamana"
}
},
{
"name": "dbpedia-cal-IP-svs-LeanVec4x8-float16",
"engine": "redis",
"connection_params": {},
"collection_params": {
"algorithm": "svs-vamana",
"data_type": "FLOAT16",
"svs-vamana_config": {
"DISTANCE_METRIC": "IP",
"GRAPH_MAX_DEGREE": 32,
"CONSTRUCTION_WINDOW_SIZE": 200,
"compression": "LeanVec4x8"
}
},
"search_params": [
{
"algorithm": "svs-vamana",
"parallel": 100,
"top": 100,
"calibration_param": "WS_SEARCH",
"calibration_precision": 0.95,
"search_params": {
"data_type": "FLOAT16"
}
}
],
"upload_params": {
"parallel": 100,
"data_type": "FLOAT16",
"algorithm": "svs-vamana"
}
},
{
"name": "dbpedia-cal-IP-svs-LeanVec4x8-float32",
"engine": "redis",
"connection_params": {},
"collection_params": {
"algorithm": "svs-vamana",
"data_type": "FLOAT32",
"svs-vamana_config": {
"DISTANCE_METRIC": "IP",
"GRAPH_MAX_DEGREE": 32,
"CONSTRUCTION_WINDOW_SIZE": 200,
"compression": "LeanVec4x8"
}
},
"search_params": [
{
"algorithm": "svs-vamana",
"parallel": 100,
"top": 100,
"calibration_param": "WS_SEARCH",
"calibration_precision": 0.95,
"search_params": {
"data_type": "FLOAT32"
}
}
],
"upload_params": {
"parallel": 100,
"data_type": "FLOAT32",
"algorithm": "svs-vamana"
}
}
]
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