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fix: update aisaq param (#44861)
issue: #44365 Signed-off-by: xianliang.li <xianliang.li@zilliz.com>
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@ -1379,6 +1379,13 @@ streaming:
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# Any configuration related to the knowhere vector search engine
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knowhere:
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enable: true # When enable this configuration, the index parameters defined following will be automatically populated as index parameters, without requiring user input.
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AISAQ:
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build:
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max_degree: 56 # Maximum degree of the Vamana graph
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pq_code_budget_gb_ratio: 0.125 # Size limit on the PQ code (compared with raw data)
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search_list_size: 100 # Size of the candidate list during building graph
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search:
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beam_width_ratio: 4 # Ratio between the maximum number of IO requests per search iteration and CPU number
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DISKANN:
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build:
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max_degree: 56 # Maximum degree of the Vamana graph
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@ -228,13 +228,10 @@ func (it *indexBuildTask) Execute(ctx context.Context) error {
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indexType := it.newIndexParams[common.IndexTypeKey]
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var fieldDataSize uint64
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var err error
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if vecindexmgr.GetVecIndexMgrInstance().IsDiskANN(indexType) {
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fieldDataSize, err = estimateFieldDataSize(it.req.GetDim(), it.req.GetNumRows(), it.req.GetField().GetDataType())
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if err != nil {
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log.Warn("get local used size failed")
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return err
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}
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// Ignore the error here, this param will only be used for diskann and aisaq
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fieldDataSize, _ = estimateFieldDataSize(it.req.GetDim(), it.req.GetNumRows(), it.req.GetField().GetDataType())
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if vecindexmgr.GetVecIndexMgrInstance().IsDiskANN(indexType) {
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err = indexparams.SetDiskIndexBuildParams(it.newIndexParams, int64(fieldDataSize))
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if err != nil {
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log.Warn("failed to fill disk index params", zap.Error(err))
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@ -44,6 +44,14 @@ func (p *knowhereConfig) init(base *BaseTable) {
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return "Size of the candidate list during building graph"
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case "DISKANN.search.beam_width_ratio":
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return "Ratio between the maximum number of IO requests per search iteration and CPU number"
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case "AISAQ.build.max_degree":
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return "Maximum degree of the Vamana graph"
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case "AISAQ.build.pq_code_budget_gb_ratio":
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return "Size limit on the PQ code (compared with raw data)"
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case "AISAQ.build.search_list_size":
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return "Size of the candidate list during building graph"
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case "AISAQ.search.beam_width_ratio":
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return "Ratio between the maximum number of IO requests per search iteration and CPU number"
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default:
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return ""
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}
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