From 1ebafb5898ba024ef29c25e99afbabe0c2f43420 Mon Sep 17 00:00:00 2001 From: Rodrigo Lopez Date: Fri, 10 Apr 2026 14:35:29 +0200 Subject: [PATCH] Add support for MMR --- benchmarker/CLAUDE.md | 14 +-- benchmarker/cmd/ann_benchmark.go | 6 + benchmarker/cmd/ann_query.go | 11 +- benchmarker/cmd/config.go | 2 + benchmarker/cmd/random_vectors.go | 18 +++ benchmarker/go.mod | 69 +++++++----- benchmarker/go.sum | 177 ++++++++++++++++++------------ 7 files changed, 189 insertions(+), 108 deletions(-) diff --git a/benchmarker/CLAUDE.md b/benchmarker/CLAUDE.md index 542a403..c067d20 100644 --- a/benchmarker/CLAUDE.md +++ b/benchmarker/CLAUDE.md @@ -25,14 +25,14 @@ docker build -t weaviate-benchmarker . ## Tests ```bash -# Unit tests (no Weaviate required) -go test ./cmd/... -go test -v -run TestAnalyzer ./cmd/... # run a specific test +# Unit tests (no Weaviate required) — CGO_ENABLED=1 required for HDF5 C binding +CGO_ENABLED=1 go test ./cmd/... +CGO_ENABLED=1 go test -v -run TestAnalyzer ./cmd/... # run a specific test -# Integration tests (require Weaviate at localhost:8080 / localhost:50051) +# Integration tests (require Weaviate at localhost:8080 / localhost:50051; auto-skip if unreachable) docker run -p 8080:8080 -p 50051:50051 semitechnologies/weaviate:latest -go test -tags integration ./cmd/... -go test -tags integration -v -run TestIntegration_RecallForExactNeighbors ./cmd/... +CGO_ENABLED=1 go test -tags integration ./cmd/... +CGO_ENABLED=1 go test -tags integration -v -run TestIntegration_RecallForExactNeighbors ./cmd/... ``` Unit tests live in `cmd/benchmark_run_test.go` and cover UUID conversions, NDCG calculation, and results analysis. Integration tests live in `cmd/integration_test.go` and exercise the full insert→query cycle against a real Weaviate instance; they skip automatically if Weaviate is not reachable. @@ -100,7 +100,7 @@ All flags are defined in `cmd/config.go`. Key ones for `ann-benchmark`: `scripts/python/` contains analysis tools: - `memory_analysis.py` — visualize memory metrics from JSON output - `collate-results.py` — aggregate results across multiple runs -- `ann.py` — ANN benchmark runner wrapper - `performance-graphs.py` — generate performance comparison graphs +- `convert-parquet.py` — convert datasets to Parquet format Install Python dependencies: `pip install -r requirements.txt` diff --git a/benchmarker/cmd/ann_benchmark.go b/benchmarker/cmd/ann_benchmark.go index 085efc3..3a982a6 100644 --- a/benchmarker/cmd/ann_benchmark.go +++ b/benchmarker/cmd/ann_benchmark.go @@ -36,6 +36,8 @@ type ResultsJSONBenchmark struct { HeapInuseBytes float64 `json:"heap_inuse_bytes"` HeapSysBytes float64 `json:"heap_sys_bytes"` Timestamp string `json:"timestamp"` + MMRBalance *float64 `json:"mmr_balance,omitempty"` + MMRLimit *int `json:"mmr_limit,omitempty"` } // uuidFromInt converts an integer to a UUID-formatted string. @@ -301,4 +303,8 @@ func initAnnBenchmark() { "replicas", 4, "Number of replicas for HFresh index (default 4)") annBenchmarkCommand.PersistentFlags().Float64Var(&globalConfig.RngFactor, "rngFactor", 10.0, "RNG factor for HFresh index (default 10.0)") + annBenchmarkCommand.PersistentFlags().Float64Var(&globalConfig.MMRBalance, + "mmrBalance", -1, "MMR balance between relevance (0) and diversity (1). Disabled if not set or negative.") + annBenchmarkCommand.PersistentFlags().IntVar(&globalConfig.MMRLimit, + "mmrLimit", 0, "Number of results to return after MMR re-ranking (default: same as --limit)") } diff --git a/benchmarker/cmd/ann_query.go b/benchmarker/cmd/ann_query.go index 9861c02..220c52f 100644 --- a/benchmarker/cmd/ann_query.go +++ b/benchmarker/cmd/ann_query.go @@ -116,7 +116,16 @@ func runQueries(cfg *Config, importTime time.Duration, testData [][]float32, nei HeapAllocBytes: memstats.HeapAllocBytes, HeapInuseBytes: memstats.HeapInuseBytes, HeapSysBytes: memstats.HeapSysBytes, - Timestamp: time.Now().Format(time.RFC3339), + Timestamp: time.Now().Format(time.RFC3339), + } + if cfg.MMRBalance >= 0 { + balance := cfg.MMRBalance + benchResult.MMRBalance = &balance + mmrLimit := cfg.MMRLimit + if mmrLimit == 0 { + mmrLimit = cfg.Limit + } + benchResult.MMRLimit = &mmrLimit } switch cfg.IndexType { case "flat": diff --git a/benchmarker/cmd/config.go b/benchmarker/cmd/config.go index 0a76a62..8c46e36 100644 --- a/benchmarker/cmd/config.go +++ b/benchmarker/cmd/config.go @@ -82,6 +82,8 @@ type Config struct { MaxPostingSizeKB int Replicas int RngFactor float64 + MMRBalance float64 + MMRLimit int } func (c *Config) Validate() error { diff --git a/benchmarker/cmd/random_vectors.go b/benchmarker/cmd/random_vectors.go index 980f6fc..f31c8a9 100644 --- a/benchmarker/cmd/random_vectors.go +++ b/benchmarker/cmd/random_vectors.go @@ -204,7 +204,25 @@ func nearVectorQueryGrpc(cfg *Config, vec []float32, tenant string, filter int) On: []string{"category"}, Operator: weaviategrpc.Filters_OPERATOR_EQUAL, } + } + if cfg.MMRBalance >= 0 { + mmrLimit := uint32(cfg.MMRLimit) + if mmrLimit == 0 { + mmrLimit = uint32(cfg.Limit) + } + balance := float32(cfg.MMRBalance) + // When using MMR, the initial candidate set should be larger than the final limit. + // The SearchRequest.Limit is used for the initial retrieval; MMR then re-ranks and + // returns mmrLimit results. + searchRequest.NearVector.Selection = &weaviategrpc.Selection{ + Selection: &weaviategrpc.Selection_Mmr{ + Mmr: &weaviategrpc.Selection_MMR{ + Balance: &balance, + Limit: &mmrLimit, + }, + }, + } } data, err := proto.Marshal(searchRequest) diff --git a/benchmarker/go.mod b/benchmarker/go.mod index 5655182..dcbe06b 100644 --- a/benchmarker/go.mod +++ b/benchmarker/go.mod @@ -1,8 +1,6 @@ module github.com/semi-technologies/weaviate-benchmarking/benchmarker -go 1.24 - -toolchain go1.24.0 +go 1.26 require ( github.com/google/uuid v1.6.0 @@ -10,51 +8,64 @@ require ( github.com/hashicorp/go-retryablehttp v0.7.7 github.com/pkg/errors v0.9.1 github.com/prometheus/common v0.65.0 - github.com/sirupsen/logrus v1.9.3 + github.com/sirupsen/logrus v1.9.4 github.com/spf13/cobra v1.8.1 - github.com/stretchr/testify v1.10.0 + github.com/stretchr/testify v1.11.1 github.com/weaviate/hdf5 v0.0.0-20230911114900-3cd888ffadcd - github.com/weaviate/weaviate v1.34.0-rc.0.0.20251022050050-d6dd7edf23f3 + github.com/weaviate/weaviate v1.37.0-rc.0 github.com/weaviate/weaviate-go-client/v4 v4.16.2-0.20250127073049-5b267cd41195 - golang.org/x/exp v0.0.0-20250210185358-939b2ce775ac - google.golang.org/grpc v1.74.2 - google.golang.org/protobuf v1.36.6 + golang.org/x/exp v0.0.0-20251113190631-e25ba8c21ef6 + google.golang.org/grpc v1.79.3 + google.golang.org/protobuf v1.36.11 ) require ( - github.com/andybalholm/brotli v1.1.0 // indirect - github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2 // indirect + github.com/andybalholm/brotli v1.1.1 // indirect github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc // indirect github.com/dustin/go-humanize v1.0.1 // indirect - github.com/go-openapi/analysis v0.23.0 // indirect - github.com/go-openapi/errors v0.22.0 // indirect - github.com/go-openapi/jsonpointer v0.21.0 // indirect - github.com/go-openapi/jsonreference v0.21.0 // indirect - github.com/go-openapi/loads v0.22.0 // indirect - github.com/go-openapi/spec v0.21.0 // indirect - github.com/go-openapi/strfmt v0.23.0 // indirect + github.com/go-openapi/analysis v0.24.1 // indirect + github.com/go-openapi/errors v0.22.4 // indirect + github.com/go-openapi/jsonpointer v0.22.4 // indirect + github.com/go-openapi/jsonreference v0.21.4 // indirect + github.com/go-openapi/loads v0.23.2 // indirect + github.com/go-openapi/spec v0.22.3 // indirect + github.com/go-openapi/strfmt v0.25.0 // indirect github.com/go-openapi/swag v0.23.0 // indirect - github.com/go-openapi/validate v0.24.0 // indirect - github.com/gofrs/flock v0.12.1 // indirect - github.com/gomlx/go-huggingface v0.2.2 // indirect + github.com/go-openapi/swag/conv v0.25.4 // indirect + github.com/go-openapi/swag/fileutils v0.25.1 // indirect + github.com/go-openapi/swag/jsonname v0.25.4 // indirect + github.com/go-openapi/swag/jsonutils v0.25.4 // indirect + github.com/go-openapi/swag/loading v0.25.4 // indirect + github.com/go-openapi/swag/mangling v0.25.1 // indirect + github.com/go-openapi/swag/stringutils v0.25.4 // indirect + github.com/go-openapi/swag/typeutils v0.25.4 // indirect + github.com/go-openapi/swag/yamlutils v0.25.4 // indirect + github.com/go-openapi/validate v0.25.1 // indirect + github.com/go-viper/mapstructure/v2 v2.4.0 // indirect + github.com/gofrs/flock v0.13.0 // indirect + github.com/gomlx/go-huggingface v0.3.1 // indirect github.com/hashicorp/go-cleanhttp v0.5.2 // indirect github.com/inconshreveable/mousetrap v1.1.0 // indirect github.com/josharian/intern v1.0.0 // indirect github.com/klauspost/compress v1.18.0 // indirect github.com/mailru/easyjson v0.7.7 // indirect - github.com/mitchellh/mapstructure v1.5.0 // indirect github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect github.com/oklog/ulid v1.3.1 // indirect - github.com/parquet-go/parquet-go v0.25.1 // indirect + github.com/parquet-go/bitpack v1.0.0 // indirect + github.com/parquet-go/jsonlite v1.0.0 // indirect + github.com/parquet-go/parquet-go v0.29.0 // indirect github.com/pierrec/lz4/v4 v4.1.21 // indirect github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 // indirect github.com/prometheus/client_model v0.6.2 // indirect github.com/spf13/pflag v1.0.6 // indirect - go.mongodb.org/mongo-driver v1.14.0 // indirect - golang.org/x/net v0.42.0 // indirect - golang.org/x/oauth2 v0.30.0 // indirect - golang.org/x/sys v0.34.0 // indirect - golang.org/x/text v0.27.0 // indirect - google.golang.org/genproto/googleapis/rpc v0.0.0-20250728155136-f173205681a0 // indirect + github.com/stretchr/objx v0.5.2 // indirect + github.com/twpayne/go-geom v1.6.1 // indirect + go.mongodb.org/mongo-driver v1.17.6 // indirect + go.yaml.in/yaml/v3 v3.0.4 // indirect + golang.org/x/net v0.50.0 // indirect + golang.org/x/oauth2 v0.35.0 // indirect + golang.org/x/sys v0.41.0 // indirect + golang.org/x/text v0.35.0 // indirect + google.golang.org/genproto/googleapis/rpc v0.0.0-20260203192932-546029d2fa20 // indirect gopkg.in/yaml.v3 v3.0.1 // indirect ) diff --git a/benchmarker/go.sum b/benchmarker/go.sum index 3982fe6..0eda089 100644 --- a/benchmarker/go.sum +++ b/benchmarker/go.sum @@ -1,10 +1,14 @@ -github.com/andybalholm/brotli v1.1.0 h1:eLKJA0d02Lf0mVpIDgYnqXcUn0GqVmEFny3VuID1U3M= -github.com/andybalholm/brotli v1.1.0/go.mod h1:sms7XGricyQI9K10gOSf56VKKWS4oLer58Q+mhRPtnY= -github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2 h1:DklsrG3dyBCFEj5IhUbnKptjxatkF07cF2ak3yi77so= -github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2/go.mod h1:WaHUgvxTVq04UNunO+XhnAqY/wQc+bxr74GqbsZ/Jqw= +github.com/DATA-DOG/go-sqlmock v1.5.2 h1:OcvFkGmslmlZibjAjaHm3L//6LiuBgolP7OputlJIzU= +github.com/DATA-DOG/go-sqlmock v1.5.2/go.mod h1:88MAG/4G7SMwSE3CeA0ZKzrT5CiOU3OJ+JlNzwDqpNU= +github.com/alecthomas/assert/v2 v2.10.0 h1:jjRCHsj6hBJhkmhznrCzoNpbA3zqy0fYiUcYZP/GkPY= +github.com/alecthomas/assert/v2 v2.10.0/go.mod h1:Bze95FyfUr7x34QZrjL+XP+0qgp/zg8yS+TtBj1WA3k= +github.com/alecthomas/repr v0.4.0 h1:GhI2A8MACjfegCPVq9f1FLvIBS+DrQ2KQBFZP1iFzXc= +github.com/alecthomas/repr v0.4.0/go.mod h1:Fr0507jx4eOXV7AlPV6AVZLYrLIuIeSOWtW57eE/O/4= +github.com/andybalholm/brotli v1.1.1 h1:PR2pgnyFznKEugtsUo0xLdDop5SKXd5Qf5ysW+7XdTA= +github.com/andybalholm/brotli v1.1.1/go.mod h1:05ib4cKhjx3OQYUY22hTVd34Bc8upXjOLL2rKwwZBoA= +github.com/cespare/xxhash/v2 v2.3.0 h1:UL815xU9SqsFlibzuggzjXhog7bL6oX9BbNZnL2UFvs= +github.com/cespare/xxhash/v2 v2.3.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs= github.com/cpuguy83/go-md2man/v2 v2.0.4/go.mod h1:tgQtvFlXSQOSOSIRvRPT7W67SCa46tRHOmNcaadrF8o= -github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38= -github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38= github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc h1:U9qPSI2PIWSS1VwoXQT9A3Wy9MM3WgvqSxFWenqJduM= github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38= github.com/dustin/go-humanize v1.0.1 h1:GzkhY7T5VNhEkwH0PVJgjz+fX1rhBrR7pRT3mDkpeCY= @@ -15,30 +19,56 @@ github.com/go-logr/logr v1.4.3 h1:CjnDlHq8ikf6E492q6eKboGOC0T8CDaOvkHCIg8idEI= github.com/go-logr/logr v1.4.3/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY= github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag= github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE= -github.com/go-openapi/analysis v0.23.0 h1:aGday7OWupfMs+LbmLZG4k0MYXIANxcuBTYUC03zFCU= -github.com/go-openapi/analysis v0.23.0/go.mod h1:9mz9ZWaSlV8TvjQHLl2mUW2PbZtemkE8yA5v22ohupo= -github.com/go-openapi/errors v0.22.0 h1:c4xY/OLxUBSTiepAg3j/MHuAv5mJhnf53LLMWFB+u/w= -github.com/go-openapi/errors v0.22.0/go.mod h1:J3DmZScxCDufmIMsdOuDHxJbdOGC0xtUynjIx092vXE= -github.com/go-openapi/jsonpointer v0.21.0 h1:YgdVicSA9vH5RiHs9TZW5oyafXZFc6+2Vc1rr/O9oNQ= -github.com/go-openapi/jsonpointer v0.21.0/go.mod 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