wehub-resource-sync
62 lines
2.1 KiB
Go
62 lines
2.1 KiB
Go
package backend
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import (
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"errors"
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"time"
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"github.com/mudler/LocalAI/core/config"
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"github.com/mudler/LocalAI/core/trace"
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pb "github.com/mudler/LocalAI/pkg/grpc/proto"
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. "github.com/onsi/ginkgo/v2"
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. "github.com/onsi/gomega"
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)
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var _ = Describe("tokenClassifyResponseToEntities", func() {
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It("returns nil for a nil response", func() {
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Expect(tokenClassifyResponseToEntities(nil)).To(BeNil())
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})
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It("maps proto entities to TokenEntity, skipping nil rows", func() {
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resp := &pb.TokenClassifyResponse{
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Entities: []*pb.TokenClassifyEntity{
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{EntityGroup: "private_person", Start: 3, End: 8, Score: 0.97, Text: "Alice"},
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nil,
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{EntityGroup: "EMAIL", Start: 20, End: 40, Score: 0.5, Text: "a@b.com"},
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},
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}
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Expect(tokenClassifyResponseToEntities(resp)).To(Equal([]TokenEntity{
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{Group: "private_person", Start: 3, End: 8, Score: 0.97, Text: "Alice"},
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{Group: "EMAIL", Start: 20, End: 40, Score: 0.5, Text: "a@b.com"},
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}))
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})
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It("returns an empty (non-nil) slice for a response with no entities", func() {
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out := tokenClassifyResponseToEntities(&pb.TokenClassifyResponse{})
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Expect(out).NotTo(BeNil())
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Expect(out).To(BeEmpty())
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})
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})
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var _ = Describe("tokenClassifyTrace", func() {
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cfg := config.ModelConfig{Name: "privacy-filter", Backend: "privacy-filter"}
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ents := []TokenEntity{{Group: "SSN", Start: 5, End: 16, Score: 0.62, Text: "123-45-6789"}}
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It("captures model, input preview, threshold and per-entity detail", func() {
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tr := tokenClassifyTrace(cfg, "ssn is 123-45-6789", 0.5, ents, time.Now(), nil)
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Expect(tr.Type).To(Equal(trace.BackendTraceTokenClassify))
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Expect(tr.ModelName).To(Equal("privacy-filter"))
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Expect(tr.Backend).To(Equal("privacy-filter"))
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Expect(tr.Summary).To(ContainSubstring("ssn is"))
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Expect(tr.Error).To(BeEmpty())
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Expect(tr.Data["input_chars"]).To(Equal(len("ssn is 123-45-6789")))
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Expect(tr.Data["threshold"]).To(BeEquivalentTo(float32(0.5)))
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Expect(tr.Data["entities"]).To(Equal(ents))
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})
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It("records the backend error string when the call failed", func() {
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tr := tokenClassifyTrace(cfg, "x", 0, nil, time.Now(), errors.New("boom"))
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Expect(tr.Error).To(Equal("boom"))
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})
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})
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