From 49e0e70e7351551d9f3f40d58176b81c7ce6a9db Mon Sep 17 00:00:00 2001 From: Senan Zedan Date: Wed, 19 Nov 2025 11:36:03 +0200 Subject: [PATCH] Add comprehensive keyword routing tests to e2e/testcases Consolidate all keyword routing tests into e2e/testcases for CI integration. This adds comprehensive testing for keyword-based routing with both E2E integration tests and unit tests: E2E Integration Test (keyword_routing.go): - Registers as 'keyword-routing' testcase for Kind-based CI - Makes HTTP requests to router service via port forwarding - Validates classification via X-VSR-Category header - Tests 26 scenarios with 80% accuracy threshold Unit Tests (keyword_routing_test.go): - 35 comprehensive unit tests using Ginkgo/Gomega - Tests OR, AND, NOR operators - Validates case sensitivity and word boundaries - Tests regex special characters and edge cases - Tests error handling and multiple rule matching Test Data: - keyword_routing_cases.json - 26 E2E test scenarios - embedding_routing_cases.json - Embedding test data - hybrid_routing_cases.json - Hybrid routing test data Helper Functions (helpers.go): - CreateKeywordTestRules() - Standard test rule definitions - CreateTestKeywordClassifier() - Test classifier factory - Test suite configuration (suite_test.go) Changes: - Move tests from e2e-tests/testcases to e2e/testcases - Remove old e2e-tests/testcases directory - Update .gitignore to remove e2e-tests/testcases references This addresses reviewer feedback to consolidate tests in e2e/testcases for proper CI integration. Signed-off-by: Senan Zedan --- .github/workflows/unit-test-e2e-testcases.yml | 24 +-- .gitignore | 6 + e2e-tests/testcases/go.mod | 48 ----- e2e-tests/testcases/go.sum | 88 -------- e2e/go.mod | 90 +++++--- e2e/go.sum | 184 ++++++++++------ {e2e-tests => e2e}/testcases/helpers.go | 0 e2e/testcases/keyword_routing.go | 203 ++++++++++++++++++ .../testcases/keyword_routing_test.go | 0 {e2e-tests => e2e}/testcases/suite_test.go | 0 .../testdata/embedding_routing_cases.json | 182 ++++++++++++++++ .../testdata/hybrid_routing_cases.json | 122 +++++++++++ .../testdata/keyword_routing_cases.json | 0 13 files changed, 699 insertions(+), 248 deletions(-) delete mode 100644 e2e-tests/testcases/go.mod delete mode 100644 e2e-tests/testcases/go.sum rename {e2e-tests => e2e}/testcases/helpers.go (100%) create mode 100644 e2e/testcases/keyword_routing.go rename {e2e-tests => e2e}/testcases/keyword_routing_test.go (100%) rename {e2e-tests => e2e}/testcases/suite_test.go (100%) create mode 100644 e2e/testcases/testdata/embedding_routing_cases.json create mode 100644 e2e/testcases/testdata/hybrid_routing_cases.json rename {e2e-tests => e2e}/testcases/testdata/keyword_routing_cases.json (100%) diff --git a/.github/workflows/unit-test-e2e-testcases.yml b/.github/workflows/unit-test-e2e-testcases.yml index 8a6776a25..099d29fb5 100644 --- a/.github/workflows/unit-test-e2e-testcases.yml +++ b/.github/workflows/unit-test-e2e-testcases.yml @@ -3,7 +3,7 @@ name: E2E Testcases Unit Tests on: pull_request: paths: - - "e2e-tests/testcases/**" + - "e2e/testcases/**" - "src/semantic-router/pkg/classification/**" - "src/semantic-router/pkg/config/**" - "candle-binding/**" @@ -31,7 +31,7 @@ jobs: with: go-version: ${{ env.GO_VERSION }} cache: true - cache-dependency-path: e2e-tests/testcases/go.sum + cache-dependency-path: e2e/testcases/go.sum - name: Set up Rust uses: actions-rust-lang/setup-rust-toolchain@v1 @@ -71,14 +71,14 @@ jobs: env: LD_LIBRARY_PATH: ${{ github.workspace }}/candle-binding/target/release run: | - cd e2e-tests/testcases + cd e2e/testcases echo "Running keyword routing tests..." go test -v -coverprofile=coverage-keyword.out -covermode=atomic -coverpkg=github.com/vllm-project/semantic-router/src/semantic-router/pkg/classification - name: Generate coverage report if: always() run: | - cd e2e-tests/testcases + cd e2e/testcases go tool cover -func=coverage-keyword.out > coverage-summary.txt echo "=== Full Coverage Summary ===" cat coverage-summary.txt @@ -96,7 +96,7 @@ jobs: - name: Check coverage threshold if: always() run: | - cd e2e-tests/testcases + cd e2e/testcases COVERAGE_PERCENT=$(echo $COVERAGE | sed 's/%//') THRESHOLD=80 @@ -111,7 +111,7 @@ jobs: uses: codecov/codecov-action@v4 if: always() with: - files: ./e2e-tests/testcases/coverage-keyword.out + files: ./e2e/testcases/coverage-keyword.out flags: e2e-testcases-keyword name: keyword-routing-coverage fail_ci_if_error: false @@ -141,7 +141,7 @@ jobs: runs-on: ubuntu-latest # Only run if embedding tests exist (for future PRs) if: | - contains(github.event.pull_request.changed_files, 'e2e-tests/testcases/embedding_routing_test.go') || + contains(github.event.pull_request.changed_files, 'e2e/testcases/embedding_routing_test.go') || github.event_name == 'workflow_dispatch' steps: @@ -168,7 +168,7 @@ jobs: env: LD_LIBRARY_PATH: ${{ github.workspace }}/candle-binding/target/release run: | - cd e2e-tests/testcases + cd e2e/testcases if [ -f "embedding_routing_test.go" ] && ! [[ "$(basename embedding_routing_test.go)" =~ \.skip$ ]]; then echo "Running embedding routing tests..." go test -v -run "Embedding Routing" -coverprofile=coverage-embedding.out -covermode=atomic @@ -181,7 +181,7 @@ jobs: runs-on: ubuntu-latest # Only run if hybrid tests exist (for future PRs) if: | - contains(github.event.pull_request.changed_files, 'e2e-tests/testcases/hybrid_routing_test.go') || + contains(github.event.pull_request.changed_files, 'e2e/testcases/hybrid_routing_test.go') || github.event_name == 'workflow_dispatch' steps: @@ -208,7 +208,7 @@ jobs: env: LD_LIBRARY_PATH: ${{ github.workspace }}/candle-binding/target/release run: | - cd e2e-tests/testcases + cd e2e/testcases if [ -f "hybrid_routing_test.go" ] && ! [[ "$(basename hybrid_routing_test.go)" =~ \.skip$ ]]; then echo "Running hybrid routing tests..." go test -v -run "Hybrid Routing" -coverprofile=coverage-hybrid.out -covermode=atomic @@ -244,7 +244,7 @@ jobs: env: LD_LIBRARY_PATH: ${{ github.workspace }}/candle-binding/target/release run: | - cd e2e-tests/testcases + cd e2e/testcases echo "Running tests with race detector..." go test -race -v || { echo "❌ Race conditions detected!" @@ -270,7 +270,7 @@ jobs: uses: golangci/golangci-lint-action@v6 with: version: latest - working-directory: e2e-tests/testcases + working-directory: e2e/testcases args: --timeout=5m summary: diff --git a/.gitignore b/.gitignore index 1506424f1..04b9fa12f 100644 --- a/.gitignore +++ b/.gitignore @@ -158,3 +158,9 @@ dashboard/frontend/index.html.old # Kind cluster configuration tools/kind/kind-config.yaml + +# Local test files +test-report.md +test-report.json +e2e/e2e +e2e-tests/llm_katan_pids.txt diff --git a/e2e-tests/testcases/go.mod b/e2e-tests/testcases/go.mod deleted file mode 100644 index 3f6d8736b..000000000 --- a/e2e-tests/testcases/go.mod +++ /dev/null @@ -1,48 +0,0 @@ -module github.com/vllm-project/semantic-router/e2e-tests/testcases - -go 1.24.1 - -require ( - github.com/onsi/ginkgo/v2 v2.23.4 - github.com/onsi/gomega v1.38.0 - github.com/vllm-project/semantic-router/src/semantic-router v0.0.0 -) - -require ( - github.com/bahlo/generic-list-go v0.2.0 // indirect - github.com/beorn7/perks v1.0.1 // indirect - github.com/buger/jsonparser v1.1.1 // indirect - github.com/cespare/xxhash/v2 v2.3.0 // indirect - github.com/go-logr/logr v1.4.3 // indirect - github.com/go-task/slim-sprig/v3 v3.0.0 // indirect - github.com/google/go-cmp v0.7.0 // indirect - github.com/google/pprof v0.0.0-20250403155104-27863c87afa6 // indirect - github.com/google/uuid v1.6.0 // indirect - github.com/invopop/jsonschema v0.13.0 // indirect - github.com/mailru/easyjson v0.7.7 // indirect - github.com/mark3labs/mcp-go v0.42.0-beta.1 // indirect - github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect - github.com/prometheus/client_golang v1.23.0 // indirect - github.com/prometheus/client_model v0.6.2 // indirect - github.com/prometheus/common v0.65.0 // indirect - github.com/prometheus/procfs v0.16.1 // indirect - github.com/spf13/cast v1.7.1 // indirect - github.com/vllm-project/semantic-router/candle-binding v0.0.0-00010101000000-000000000000 // indirect - github.com/wk8/go-ordered-map/v2 v2.1.8 // indirect - github.com/yosida95/uritemplate/v3 v3.0.2 // indirect - go.uber.org/automaxprocs v1.6.0 // indirect - go.uber.org/multierr v1.11.0 // indirect - go.uber.org/zap v1.27.0 // indirect - golang.org/x/net v0.43.0 // indirect - golang.org/x/sys v0.37.0 // indirect - golang.org/x/text v0.28.0 // indirect - golang.org/x/tools v0.35.0 // indirect - google.golang.org/protobuf v1.36.9 // indirect - gopkg.in/yaml.v2 v2.4.0 // indirect - gopkg.in/yaml.v3 v3.0.1 // indirect -) - -replace ( - github.com/vllm-project/semantic-router/candle-binding => ../../candle-binding - github.com/vllm-project/semantic-router/src/semantic-router => ../../src/semantic-router -) diff --git a/e2e-tests/testcases/go.sum b/e2e-tests/testcases/go.sum deleted file mode 100644 index 60e1c796d..000000000 --- a/e2e-tests/testcases/go.sum +++ /dev/null @@ -1,88 +0,0 @@ -github.com/bahlo/generic-list-go v0.2.0 h1:5sz/EEAK+ls5wF+NeqDpk5+iNdMDXrh3z3nPnH1Wvgk= -github.com/bahlo/generic-list-go v0.2.0/go.mod h1:2KvAjgMlE5NNynlg/5iLrrCCZ2+5xWbdbCW3pNTGyYg= -github.com/beorn7/perks v1.0.1 h1:VlbKKnNfV8bJzeqoa4cOKqO6bYr3WgKZxO8Z16+hsOM= -github.com/beorn7/perks v1.0.1/go.mod h1:G2ZrVWU2WbWT9wwq4/hrbKbnv/1ERSJQ0ibhJ6rlkpw= -github.com/buger/jsonparser v1.1.1 h1:2PnMjfWD7wBILjqQbt530v576A/cAbQvEW9gGIpYMUs= -github.com/buger/jsonparser v1.1.1/go.mod h1:6RYKKt7H4d4+iWqouImQ9R2FZql3VbhNgx27UK13J/0= -github.com/cespare/xxhash/v2 v2.3.0 h1:UL815xU9SqsFlibzuggzjXhog7bL6oX9BbNZnL2UFvs= -github.com/cespare/xxhash/v2 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h1:5nJHM5DyteebpVlHnWMV0rPz6Zp7+xBAnxjb1X5vnTw= -github.com/yosida95/uritemplate/v3 v3.0.2 h1:Ed3Oyj9yrmi9087+NczuL5BwkIc4wvTb5zIM+UJPGz4= -github.com/yosida95/uritemplate/v3 v3.0.2/go.mod h1:ILOh0sOhIJR3+L/8afwt/kE++YT040gmv5BQTMR2HP4= -go.uber.org/automaxprocs v1.6.0 h1:O3y2/QNTOdbF+e/dpXNNW7Rx2hZ4sTIPyybbxyNqTUs= -go.uber.org/automaxprocs v1.6.0/go.mod h1:ifeIMSnPZuznNm6jmdzmU3/bfk01Fe2fotchwEFJ8r8= -go.uber.org/goleak v1.3.0 h1:2K3zAYmnTNqV73imy9J1T3WC+gmCePx2hEGkimedGto= -go.uber.org/goleak v1.3.0/go.mod h1:CoHD4mav9JJNrW/WLlf7HGZPjdw8EucARQHekz1X6bE= -go.uber.org/multierr v1.11.0 h1:blXXJkSxSSfBVBlC76pxqeO+LN3aDfLQo+309xJstO0= -go.uber.org/multierr v1.11.0/go.mod h1:20+QtiLqy0Nd6FdQB9TLXag12DsQkrbs3htMFfDN80Y= -go.uber.org/zap v1.27.0 h1:aJMhYGrd5QSmlpLMr2MftRKl7t8J8PTZPA732ud/XR8= -go.uber.org/zap v1.27.0/go.mod h1:GB2qFLM7cTU87MWRP2mPIjqfIDnGu+VIO4V/SdhGo2E= -golang.org/x/net v0.43.0 h1:lat02VYK2j4aLzMzecihNvTlJNQUq316m2Mr9rnM6YE= -golang.org/x/net v0.43.0/go.mod h1:vhO1fvI4dGsIjh73sWfUVjj3N7CA9WkKJNQm2svM6Jg= -golang.org/x/sys v0.37.0 h1:fdNQudmxPjkdUTPnLn5mdQv7Zwvbvpaxqs831goi9kQ= -golang.org/x/sys v0.37.0/go.mod h1:OgkHotnGiDImocRcuBABYBEXf8A9a87e/uXjp9XT3ks= -golang.org/x/text v0.28.0 h1:rhazDwis8INMIwQ4tpjLDzUhx6RlXqZNPEM0huQojng= -golang.org/x/text v0.28.0/go.mod h1:U8nCwOR8jO/marOQ0QbDiOngZVEBB7MAiitBuMjXiNU= -golang.org/x/tools v0.35.0 h1:mBffYraMEf7aa0sB+NuKnuCy8qI/9Bughn8dC2Gu5r0= -golang.org/x/tools v0.35.0/go.mod h1:NKdj5HkL/73byiZSJjqJgKn3ep7KjFkBOkR/Hps3VPw= -google.golang.org/protobuf v1.36.9 h1:w2gp2mA27hUeUzj9Ex9FBjsBm40zfaDtEWow293U7Iw= -google.golang.org/protobuf v1.36.9/go.mod h1:fuxRtAxBytpl4zzqUh6/eyUujkJdNiuEkXntxiD/uRU= -gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0= -gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk= -gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c/go.mod h1:JHkPIbrfpd72SG/EVd6muEfDQjcINNoR0C8j2r3qZ4Q= -gopkg.in/yaml.v2 v2.4.0 h1:D8xgwECY7CYvx+Y2n4sBz93Jn9JRvxdiyyo8CTfuKaY= -gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ= -gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA= -gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= diff --git a/e2e/go.mod b/e2e/go.mod index cb5a3dcf4..16df35fb9 100644 --- a/e2e/go.mod +++ b/e2e/go.mod @@ -1,53 +1,83 @@ module github.com/vllm-project/semantic-router/e2e -go 1.24 +go 1.24.1 + +replace ( + github.com/vllm-project/semantic-router/candle-binding => ../candle-binding + github.com/vllm-project/semantic-router/src/semantic-router => ../src/semantic-router +) require ( - k8s.io/api v0.31.0 - k8s.io/apimachinery v0.31.0 - k8s.io/client-go v0.31.0 + github.com/onsi/ginkgo/v2 v2.23.4 + github.com/onsi/gomega v1.38.0 + github.com/vllm-project/semantic-router/src/semantic-router v0.0.0-00010101000000-000000000000 + k8s.io/api v0.34.2 + k8s.io/apimachinery v0.34.2 + k8s.io/client-go v0.34.2 ) require ( + github.com/bahlo/generic-list-go v0.2.0 // indirect + github.com/beorn7/perks v1.0.1 // indirect + github.com/buger/jsonparser v1.1.1 // indirect + github.com/cespare/xxhash/v2 v2.3.0 // indirect github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc // indirect - github.com/emicklei/go-restful/v3 v3.11.0 // indirect - github.com/fxamacker/cbor/v2 v2.7.0 // indirect - github.com/go-logr/logr v1.4.2 // indirect - github.com/go-openapi/jsonpointer v0.19.6 // indirect + github.com/emicklei/go-restful/v3 v3.12.2 // indirect + github.com/fxamacker/cbor/v2 v2.9.0 // indirect + github.com/go-logr/logr v1.4.3 // indirect + github.com/go-openapi/jsonpointer v0.21.0 // indirect github.com/go-openapi/jsonreference v0.20.2 // indirect - github.com/go-openapi/swag v0.22.4 // indirect + github.com/go-openapi/swag v0.23.0 // indirect + github.com/go-task/slim-sprig/v3 v3.0.0 // indirect github.com/gogo/protobuf v1.3.2 // indirect - github.com/golang/protobuf v1.5.4 // indirect - github.com/google/gnostic-models v0.6.8 // indirect - github.com/google/go-cmp v0.6.0 // indirect - github.com/google/gofuzz v1.2.0 // indirect + github.com/google/gnostic-models v0.7.0 // indirect + github.com/google/go-cmp v0.7.0 // indirect + github.com/google/pprof v0.0.0-20250403155104-27863c87afa6 // indirect github.com/google/uuid v1.6.0 // indirect - github.com/gorilla/websocket v1.5.0 // indirect - github.com/imdario/mergo v0.3.16 // indirect + github.com/gorilla/websocket v1.5.4-0.20250319132907-e064f32e3674 // indirect + github.com/invopop/jsonschema v0.13.0 // indirect github.com/josharian/intern v1.0.0 // indirect github.com/json-iterator/go v1.1.12 // indirect github.com/mailru/easyjson v0.7.7 // indirect - github.com/moby/spdystream v0.4.0 // indirect + github.com/mark3labs/mcp-go v0.42.0-beta.1 // indirect + github.com/moby/spdystream v0.5.0 // indirect github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect - github.com/modern-go/reflect2 v1.0.2 // indirect + github.com/modern-go/reflect2 v1.0.3-0.20250322232337-35a7c28c31ee // indirect github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect github.com/mxk/go-flowrate v0.0.0-20140419014527-cca7078d478f // indirect - github.com/spf13/pflag v1.0.5 // indirect + github.com/pkg/errors v0.9.1 // indirect + github.com/prometheus/client_golang v1.23.0 // indirect + github.com/prometheus/client_model v0.6.2 // indirect + github.com/prometheus/common v0.65.0 // indirect + github.com/prometheus/procfs v0.16.1 // indirect + github.com/spf13/cast v1.7.1 // indirect + github.com/spf13/pflag v1.0.6 // indirect + github.com/vllm-project/semantic-router/candle-binding v0.0.0-00010101000000-000000000000 // indirect + github.com/wk8/go-ordered-map/v2 v2.1.8 // indirect github.com/x448/float16 v0.8.4 // indirect - golang.org/x/net v0.26.0 // indirect - golang.org/x/oauth2 v0.21.0 // indirect - golang.org/x/sys v0.21.0 // indirect - golang.org/x/term v0.21.0 // indirect - golang.org/x/text v0.16.0 // indirect - golang.org/x/time v0.5.0 // indirect - google.golang.org/protobuf v1.34.2 // indirect + github.com/yosida95/uritemplate/v3 v3.0.2 // indirect + go.uber.org/automaxprocs v1.6.0 // indirect + go.uber.org/multierr v1.11.0 // indirect + go.uber.org/zap v1.27.0 // indirect + go.yaml.in/yaml/v2 v2.4.2 // indirect + go.yaml.in/yaml/v3 v3.0.4 // indirect + golang.org/x/net v0.43.0 // indirect + golang.org/x/oauth2 v0.30.0 // indirect + golang.org/x/sys v0.37.0 // indirect + golang.org/x/term v0.34.0 // indirect + golang.org/x/text v0.28.0 // indirect + golang.org/x/time v0.9.0 // indirect + golang.org/x/tools v0.35.0 // indirect + google.golang.org/protobuf v1.36.9 // indirect + gopkg.in/evanphx/json-patch.v4 v4.12.0 // indirect gopkg.in/inf.v0 v0.9.1 // indirect gopkg.in/yaml.v2 v2.4.0 // indirect gopkg.in/yaml.v3 v3.0.1 // indirect k8s.io/klog/v2 v2.130.1 // indirect - k8s.io/kube-openapi v0.0.0-20240228011516-70dd3763d340 // indirect - k8s.io/utils v0.0.0-20240711033017-18e509b52bc8 // indirect - sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd // indirect - sigs.k8s.io/structured-merge-diff/v4 v4.4.1 // indirect - sigs.k8s.io/yaml v1.4.0 // indirect + k8s.io/kube-openapi v0.0.0-20250710124328-f3f2b991d03b // indirect + k8s.io/utils v0.0.0-20250604170112-4c0f3b243397 // indirect + sigs.k8s.io/json v0.0.0-20241014173422-cfa47c3a1cc8 // indirect + sigs.k8s.io/randfill v1.0.0 // indirect + sigs.k8s.io/structured-merge-diff/v6 v6.3.0 // indirect + sigs.k8s.io/yaml v1.6.0 // indirect ) diff --git a/e2e/go.sum b/e2e/go.sum index 784e8c43e..31a5b5c1d 100644 --- a/e2e/go.sum +++ b/e2e/go.sum @@ -1,45 +1,51 @@ github.com/armon/go-socks5 v0.0.0-20160902184237-e75332964ef5 h1:0CwZNZbxp69SHPdPJAN/hZIm0C4OItdklCFmMRWYpio= github.com/armon/go-socks5 v0.0.0-20160902184237-e75332964ef5/go.mod h1:wHh0iHkYZB8zMSxRWpUBQtwG5a7fFgvEO+odwuTv2gs= +github.com/bahlo/generic-list-go v0.2.0 h1:5sz/EEAK+ls5wF+NeqDpk5+iNdMDXrh3z3nPnH1Wvgk= +github.com/bahlo/generic-list-go v0.2.0/go.mod h1:2KvAjgMlE5NNynlg/5iLrrCCZ2+5xWbdbCW3pNTGyYg= +github.com/beorn7/perks v1.0.1 h1:VlbKKnNfV8bJzeqoa4cOKqO6bYr3WgKZxO8Z16+hsOM= +github.com/beorn7/perks v1.0.1/go.mod h1:G2ZrVWU2WbWT9wwq4/hrbKbnv/1ERSJQ0ibhJ6rlkpw= +github.com/buger/jsonparser v1.1.1 h1:2PnMjfWD7wBILjqQbt530v576A/cAbQvEW9gGIpYMUs= +github.com/buger/jsonparser v1.1.1/go.mod h1:6RYKKt7H4d4+iWqouImQ9R2FZql3VbhNgx27UK13J/0= +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/creack/pty v1.1.9/go.mod h1:oKZEueFk5CKHvIhNR5MUki03XCEU+Q6VDXinZuGJ33E= 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/emicklei/go-restful/v3 v3.11.0 h1:rAQeMHw1c7zTmncogyy8VvRZwtkmkZ4FxERmMY4rD+g= -github.com/emicklei/go-restful/v3 v3.11.0/go.mod h1:6n3XBCmQQb25CM2LCACGz8ukIrRry+4bhvbpWn3mrbc= -github.com/fxamacker/cbor/v2 v2.7.0 h1:iM5WgngdRBanHcxugY4JySA0nk1wZorNOpTgCMedv5E= -github.com/fxamacker/cbor/v2 v2.7.0/go.mod h1:pxXPTn3joSm21Gbwsv0w9OSA2y1HFR9qXEeXQVeNoDQ= -github.com/go-logr/logr v1.4.2 h1:6pFjapn8bFcIbiKo3XT4j/BhANplGihG6tvd+8rYgrY= -github.com/go-logr/logr v1.4.2/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY= -github.com/go-openapi/jsonpointer v0.19.6 h1:eCs3fxoIi3Wh6vtgmLTOjdhSpiqphQ+DaPn38N2ZdrE= +github.com/emicklei/go-restful/v3 v3.12.2 h1:DhwDP0vY3k8ZzE0RunuJy8GhNpPL6zqLkDf9B/a0/xU= +github.com/emicklei/go-restful/v3 v3.12.2/go.mod h1:6n3XBCmQQb25CM2LCACGz8ukIrRry+4bhvbpWn3mrbc= +github.com/frankban/quicktest v1.14.6 h1:7Xjx+VpznH+oBnejlPUj8oUpdxnVs4f8XU8WnHkI4W8= +github.com/frankban/quicktest v1.14.6/go.mod h1:4ptaffx2x8+WTWXmUCuVU6aPUX1/Mz7zb5vbUoiM6w0= +github.com/fxamacker/cbor/v2 v2.9.0 h1:NpKPmjDBgUfBms6tr6JZkTHtfFGcMKsw3eGcmD/sapM= +github.com/fxamacker/cbor/v2 v2.9.0/go.mod h1:vM4b+DJCtHn+zz7h3FFp/hDAI9WNWCsZj23V5ytsSxQ= +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-openapi/jsonpointer v0.19.6/go.mod h1:osyAmYz/mB/C3I+WsTTSgw1ONzaLJoLCyoi6/zppojs= +github.com/go-openapi/jsonpointer v0.21.0 h1:YgdVicSA9vH5RiHs9TZW5oyafXZFc6+2Vc1rr/O9oNQ= +github.com/go-openapi/jsonpointer v0.21.0/go.mod h1:IUyH9l/+uyhIYQ/PXVA41Rexl+kOkAPDdXEYns6fzUY= github.com/go-openapi/jsonreference v0.20.2 h1:3sVjiK66+uXK/6oQ8xgcRKcFgQ5KXa2KvnJRumpMGbE= github.com/go-openapi/jsonreference v0.20.2/go.mod h1:Bl1zwGIM8/wsvqjsOQLJ/SH+En5Ap4rVB5KVcIDZG2k= github.com/go-openapi/swag v0.22.3/go.mod h1:UzaqsxGiab7freDnrUUra0MwWfN/q7tE4j+VcZ0yl14= -github.com/go-openapi/swag v0.22.4 h1:QLMzNJnMGPRNDCbySlcj1x01tzU8/9LTTL9hZZZogBU= -github.com/go-openapi/swag v0.22.4/go.mod h1:UzaqsxGiab7freDnrUUra0MwWfN/q7tE4j+VcZ0yl14= +github.com/go-openapi/swag v0.23.0 h1:vsEVJDUo2hPJ2tu0/Xc+4noaxyEffXNIs3cOULZ+GrE= +github.com/go-openapi/swag v0.23.0/go.mod h1:esZ8ITTYEsH1V2trKHjAN8Ai7xHb8RV+YSZ577vPjgQ= github.com/go-task/slim-sprig/v3 v3.0.0 h1:sUs3vkvUymDpBKi3qH1YSqBQk9+9D/8M2mN1vB6EwHI= github.com/go-task/slim-sprig/v3 v3.0.0/go.mod h1:W848ghGpv3Qj3dhTPRyJypKRiqCdHZiAzKg9hl15HA8= github.com/gogo/protobuf v1.3.2 h1:Ov1cvc58UF3b5XjBnZv7+opcTcQFZebYjWzi34vdm4Q= github.com/gogo/protobuf v1.3.2/go.mod h1:P1XiOD3dCwIKUDQYPy72D8LYyHL2YPYrpS2s69NZV8Q= -github.com/golang/protobuf v1.5.4 h1:i7eJL8qZTpSEXOPTxNKhASYpMn+8e5Q6AdndVa1dWek= -github.com/golang/protobuf v1.5.4/go.mod 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pkgtestcases.Register("keyword-routing", pkgtestcases.TestCase{ + Description: "Test keyword routing accuracy and verify routing decisions", + Tags: []string{"ai-gateway", "keyword-routing", "classification"}, + Fn: testKeywordRouting, + }) +} + +// KeywordRoutingCase represents a test case for keyword routing +type KeywordRoutingCase struct { + Name string `json:"name"` + Description string `json:"description"` + Query string `json:"query"` + ExpectedCategory string `json:"expected_category"` + ExpectedConfidence float64 `json:"expected_confidence"` + MatchedKeywords []string `json:"matched_keywords"` +} + +// KeywordRoutingResult tracks the result of a single keyword routing test +type KeywordRoutingResult struct { + Query string + ExpectedCategory string + ActualCategory string + Correct bool + Error string +} + +func testKeywordRouting(ctx context.Context, client *kubernetes.Clientset, opts pkgtestcases.TestCaseOptions) error { + if opts.Verbose { + fmt.Println("[Test] Testing keyword routing accuracy") + } + + // Setup service connection and get local port + localPort, stopPortForward, err := setupServiceConnection(ctx, client, opts) + if err != nil { + return err + } + defer stopPortForward() + + // Load test cases from JSON file + testCases, err := loadKeywordRoutingCases("testdata/keyword_routing_cases.json") + if err != nil { + return fmt.Errorf("failed to load test cases: %w", err) + } + + if opts.Verbose { + fmt.Printf("[Test] Loaded %d keyword routing test cases\n", len(testCases)) + } + + // Test each case + results := make([]KeywordRoutingResult, 0, len(testCases)) + successCount := 0 + + for i, tc := range testCases { + if opts.Verbose { + fmt.Printf("[Test] %d/%d: Testing %s\n", i+1, len(testCases), tc.Name) + } + + result := KeywordRoutingResult{ + Query: tc.Query, + ExpectedCategory: tc.ExpectedCategory, + } + + // Make classification request + category, err := classifyKeywordQuery(ctx, localPort, tc.Query) + if err != nil { + result.Error = err.Error() + results = append(results, result) + continue + } + + result.ActualCategory = category + result.Correct = (category == tc.ExpectedCategory) + + if result.Correct { + successCount++ + } + + results = append(results, result) + + if opts.Verbose { + if result.Correct { + fmt.Printf(" ✓ PASS: Expected '%s', got '%s'\n", tc.ExpectedCategory, category) + } else { + fmt.Printf(" ✗ FAIL: Expected '%s', got '%s'\n", tc.ExpectedCategory, category) + } + } + } + + // Print summary + accuracy := float64(successCount) / float64(len(testCases)) * 100 + fmt.Printf("\n=== Keyword Routing Test Summary ===\n") + fmt.Printf("Total tests: %d\n", len(testCases)) + fmt.Printf("Passed: %d\n", successCount) + fmt.Printf("Failed: %d\n", len(testCases)-successCount) + fmt.Printf("Accuracy: %.2f%%\n", accuracy) + + // Print failures if any + if successCount < len(testCases) { + fmt.Println("\n=== Failures ===") + for _, result := range results { + if !result.Correct { + fmt.Printf("Query: %s\n", result.Query) + fmt.Printf(" Expected: %s\n", result.ExpectedCategory) + fmt.Printf(" Got: %s\n", result.ActualCategory) + if result.Error != "" { + fmt.Printf(" Error: %s\n", result.Error) + } + } + } + } + + // Require at least 80% accuracy + if accuracy < 80.0 { + return fmt.Errorf("keyword routing accuracy %.2f%% is below threshold of 80%%", accuracy) + } + + return nil +} + +// classifyKeywordQuery sends a classification request to the router +func classifyKeywordQuery(ctx context.Context, localPort string, query string) (string, error) { + // Create HTTP request payload + payload := map[string]interface{}{ + "model": "gpt-3.5-turbo", + "messages": []map[string]string{ + { + "role": "user", + "content": query, + }, + }, + } + + jsonData, err := json.Marshal(payload) + if err != nil { + return "", fmt.Errorf("failed to marshal request: %w", err) + } + + // Make HTTP request + url := fmt.Sprintf("http://localhost:%s/v1/chat/completions", localPort) + req, err := http.NewRequestWithContext(ctx, http.MethodPost, url, bytes.NewBuffer(jsonData)) + if err != nil { + return "", fmt.Errorf("failed to create request: %w", err) + } + + req.Header.Set("Content-Type", "application/json") + + client := &http.Client{Timeout: 30 * time.Second} + resp, err := client.Do(req) + if err != nil { + return "", fmt.Errorf("request failed: %w", err) + } + defer resp.Body.Close() + + body, err := io.ReadAll(resp.Body) + if err != nil { + return "", fmt.Errorf("failed to read response: %w", err) + } + + // Extract classification from response headers + category := resp.Header.Get("X-VSR-Category") + if category == "" { + // If no category header, check if it's an error response + if resp.StatusCode != http.StatusOK { + return "", fmt.Errorf("request failed with status %d: %s", resp.StatusCode, string(body)) + } + // No category means no match (empty category) + return "", nil + } + + return category, nil +} + +// loadKeywordRoutingCases loads test cases from JSON file +func loadKeywordRoutingCases(filepath string) ([]KeywordRoutingCase, error) { + data, err := os.ReadFile(filepath) + if err != nil { + return nil, fmt.Errorf("failed to read test data file %s: %w", filepath, err) + } + + var cases []KeywordRoutingCase + if err := json.Unmarshal(data, &cases); err != nil { + return nil, fmt.Errorf("failed to parse keyword routing test cases: %w", err) + } + + return cases, nil +} diff --git a/e2e-tests/testcases/keyword_routing_test.go b/e2e/testcases/keyword_routing_test.go similarity index 100% rename from e2e-tests/testcases/keyword_routing_test.go rename to e2e/testcases/keyword_routing_test.go diff --git a/e2e-tests/testcases/suite_test.go b/e2e/testcases/suite_test.go similarity index 100% rename from e2e-tests/testcases/suite_test.go rename to e2e/testcases/suite_test.go diff --git a/e2e/testcases/testdata/embedding_routing_cases.json b/e2e/testcases/testdata/embedding_routing_cases.json new file mode 100644 index 000000000..1b6555c9f --- /dev/null +++ b/e2e/testcases/testdata/embedding_routing_cases.json @@ -0,0 +1,182 @@ +[ + { + "name": "Math query - equation solving", + "description": "Test embedding similarity for equation solving queries", + "query": "How do I solve the quadratic equation x^2 + 5x + 6 = 0?", + "expected_category": "math", + "min_similarity": 0.7, + "aggregation_method": "mean", + "model_type": "bert" + }, + { + "name": "Math query - calculation", + "description": "Test embedding similarity for calculation queries", + "query": "Calculate the sum of 15 and 27", + "expected_category": "math", + "min_similarity": 0.7, + "aggregation_method": "mean", + "model_type": "bert" + }, + { + "name": "Math query - addition", + "description": "Test embedding similarity for simple addition", + "query": "What is 5 plus 3?", + "expected_category": "math", + "min_similarity": 0.7, + "aggregation_method": "mean", + "model_type": "bert" + }, + { + "name": "Science query - physics", + "description": "Test embedding similarity for physics queries", + "query": "Explain Newton's laws of motion", + "expected_category": "science", + "min_similarity": 0.7, + "aggregation_method": "mean", + "model_type": "bert" + }, + { + "name": "Science query - chemistry", + "description": "Test embedding similarity for chemistry queries", + "query": "What is the periodic table of elements?", + "expected_category": "science", + "min_similarity": 0.7, + "aggregation_method": "mean", + "model_type": "bert" + }, + { + "name": "Science query - biology", + "description": "Test embedding similarity for biology queries", + "query": "How does photosynthesis work in plants?", + "expected_category": "science", + "min_similarity": 0.7, + "aggregation_method": "mean", + "model_type": "bert" + }, + { + "name": "Mean aggregation - all keywords similar", + "description": "Test mean aggregation with high similarity across all keywords", + "query": "solve this mathematical equation", + "expected_category": "math", + "min_similarity": 0.7, + "aggregation_method": "mean", + "model_type": "bert" + }, + { + "name": "Max aggregation - one keyword highly similar", + "description": "Test max aggregation with one high similarity keyword", + "query": "calculate this for me", + "expected_category": "math", + "min_similarity": 0.7, + "aggregation_method": "max", + "model_type": "bert" + }, + { + "name": "Threshold test - just above threshold", + "description": "Test query that barely meets similarity threshold", + "query": "find the answer to this math problem", + "expected_category": "math", + "min_similarity": 0.7, + "aggregation_method": "mean", + "model_type": "bert" + }, + { + "name": "Threshold test - below threshold", + "description": "Test query that does not meet similarity threshold", + "query": "what is the weather like today", + "expected_category": "", + "min_similarity": 0.7, + "aggregation_method": "mean", + "model_type": "bert" + }, + { + "name": "Model qwen3 - math query", + "description": "Test with qwen3 embedding model", + "query": "solve the equation 2x + 5 = 11", + "expected_category": "math", + "min_similarity": 0.7, + "aggregation_method": "mean", + "model_type": "qwen3" + }, + { + "name": "Model gemma - science query", + "description": "Test with gemma embedding model", + "query": "explain the concept of gravity", + "expected_category": "science", + "min_similarity": 0.7, + "aggregation_method": "mean", + "model_type": "gemma" + }, + { + "name": "Matryoshka 128 - compressed embeddings", + "description": "Test with 128-dimensional Matryoshka embeddings", + "query": "calculate the derivative of x^2", + "expected_category": "math", + "min_similarity": 0.65, + "aggregation_method": "mean", + "model_type": "matryoshka-128" + }, + { + "name": "Matryoshka 256 - medium embeddings", + "description": "Test with 256-dimensional Matryoshka embeddings", + "query": "what is the integral of sin(x)", + "expected_category": "math", + "min_similarity": 0.7, + "aggregation_method": "mean", + "model_type": "matryoshka-256" + }, + { + "name": "Matryoshka 768 - full embeddings", + "description": "Test with 768-dimensional Matryoshka embeddings", + "query": "solve the differential equation", + "expected_category": "math", + "min_similarity": 0.75, + "aggregation_method": "mean", + "model_type": "matryoshka-768" + }, + { + "name": "Semantic variation - paraphrased query", + "description": "Test semantically similar but differently worded query", + "query": "I need to find the solution to a mathematical problem", + "expected_category": "math", + "min_similarity": 0.65, + "aggregation_method": "mean", + "model_type": "bert" + }, + { + "name": "Semantic variation - synonym usage", + "description": "Test query using synonyms", + "query": "compute the total of these numbers", + "expected_category": "math", + "min_similarity": 0.65, + "aggregation_method": "mean", + "model_type": "bert" + }, + { + "name": "Long query - detailed question", + "description": "Test embedding matching with long, detailed query", + "query": "I'm working on a complex physics problem that involves calculating the trajectory of a projectile under the influence of gravity, can you help me understand the equations?", + "expected_category": "science", + "min_similarity": 0.6, + "aggregation_method": "mean", + "model_type": "bert" + }, + { + "name": "Short query - minimal context", + "description": "Test embedding matching with very short query", + "query": "solve equation", + "expected_category": "math", + "min_similarity": 0.75, + "aggregation_method": "mean", + "model_type": "bert" + }, + { + "name": "Multilingual - mixed language query", + "description": "Test embedding with query containing multiple languages", + "query": "Help me solve this equation por favor", + "expected_category": "math", + "min_similarity": 0.6, + "aggregation_method": "mean", + "model_type": "bert" + } +] diff --git a/e2e/testcases/testdata/hybrid_routing_cases.json b/e2e/testcases/testdata/hybrid_routing_cases.json new file mode 100644 index 000000000..a9cfba4e5 --- /dev/null +++ b/e2e/testcases/testdata/hybrid_routing_cases.json @@ -0,0 +1,122 @@ +[ + { + "name": "Keyword priority - urgent keyword wins", + "description": "Query contains both keyword and semantic match, keyword should win", + "query": "urgent: please calculate this equation", + "expected_category": "urgent_request", + "expected_routing_method": "keyword", + "expected_confidence": 1.0 + }, + { + "name": "Keyword priority - emergency keyword wins", + "description": "Emergency keyword takes priority over embedding similarity", + "query": "emergency help with solving this problem", + "expected_category": "urgent_request", + "expected_routing_method": "keyword", + "expected_confidence": 1.0 + }, + { + "name": "Embedding fallback - no keyword match", + "description": "When no keyword matches, should fall back to embedding", + "query": "how do I solve this quadratic equation", + "expected_category": "math", + "expected_routing_method": "embedding", + "expected_confidence": 0.85 + }, + { + "name": "Embedding fallback - semantic similarity", + "description": "Semantically similar query without exact keywords", + "query": "what is the result of 5 plus 3", + "expected_category": "math", + "expected_routing_method": "embedding", + "expected_confidence": 0.75 + }, + { + "name": "MCP fallback - complex query", + "description": "Complex query that doesn't match keyword or embedding", + "query": "I need help with understanding the implications of quantum mechanics on modern computing", + "expected_category": "science", + "expected_routing_method": "mcp", + "expected_confidence": 0.65 + }, + { + "name": "Priority test - keyword beats embedding", + "description": "Same category available via keyword and embedding, keyword wins", + "query": "solve this equation urgently", + "expected_category": "urgent_request", + "expected_routing_method": "keyword", + "expected_confidence": 1.0 + }, + { + "name": "Priority test - embedding beats MCP", + "description": "Same category available via embedding and MCP, embedding wins", + "query": "calculate the derivative of x squared", + "expected_category": "math", + "expected_routing_method": "embedding", + "expected_confidence": 0.8 + }, + { + "name": "No match - fallback chain exhausted", + "description": "Query doesn't match any routing method", + "query": "random unrelated text that matches nothing", + "expected_category": "", + "expected_routing_method": "none", + "expected_confidence": 0.0 + }, + { + "name": "Confidence test - keyword always 1.0", + "description": "Keyword matches should always have confidence 1.0", + "query": "urgent request for help", + "expected_category": "urgent_request", + "expected_routing_method": "keyword", + "expected_confidence": 1.0 + }, + { + "name": "Confidence test - embedding variable", + "description": "Embedding confidence varies based on similarity", + "query": "compute the sum of these numbers", + "expected_category": "math", + "expected_routing_method": "embedding", + "expected_confidence": 0.72 + }, + { + "name": "Short-circuit test - keyword match stops search", + "description": "Once keyword matches, embedding and MCP should not be tried", + "query": "urgent", + "expected_category": "urgent_request", + "expected_routing_method": "keyword", + "expected_confidence": 1.0 + }, + { + "name": "Same category different methods - keyword priority", + "description": "Math category available via both keyword and embedding", + "query": "solve equation", + "expected_category": "math", + "expected_routing_method": "keyword", + "expected_confidence": 1.0 + }, + { + "name": "Mixed query - multiple potential matches", + "description": "Query has elements matching multiple categories", + "query": "urgent scientific calculation needed", + "expected_category": "urgent_request", + "expected_routing_method": "keyword", + "expected_confidence": 1.0 + }, + { + "name": "Long query - keyword in context", + "description": "Long query with keyword embedded in context", + "query": "I have been working on this problem for hours and it's becoming urgent that I find a solution to this mathematical equation", + "expected_category": "urgent_request", + "expected_routing_method": "keyword", + "expected_confidence": 1.0 + }, + { + "name": "Ambiguous query - relies on priority", + "description": "Query could match multiple routing methods", + "query": "emergency calculation required", + "expected_category": "urgent_request", + "expected_routing_method": "keyword", + "expected_confidence": 1.0 + } +] diff --git a/e2e-tests/testcases/testdata/keyword_routing_cases.json b/e2e/testcases/testdata/keyword_routing_cases.json similarity index 100% rename from e2e-tests/testcases/testdata/keyword_routing_cases.json rename to e2e/testcases/testdata/keyword_routing_cases.json