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// _ _
// __ _____ __ ___ ___ __ _| |_ ___
// \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \
// \ V V / __/ (_| |\ V /| | (_| | || __/
// \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___|
//
// Copyright © 2016 - 2024 Weaviate B.V. All rights reserved.
//
// CONTACT: [email protected]
//
package rank
import (
"context"
"errors"
"testing"
"github.com/weaviate/weaviate/usecases/modulecomponents/additional/models"
"github.com/weaviate/weaviate/usecases/modulecomponents/ent"
"github.com/stretchr/testify/assert"
"github.com/stretchr/testify/require"
"github.com/weaviate/weaviate/entities/moduletools"
"github.com/weaviate/weaviate/entities/search"
)
func TestAdditionalAnswerProvider(t *testing.T) {
t.Run("should fail with empty content", func(t *testing.T) {
// given
rankClient := &fakeRankClient{}
rankProvider := New(rankClient)
in := []search.Result{
{
ID: "some-uuid",
},
}
fakeParams := &Params{}
limit := 1
argumentModuleParams := map[string]interface{}{}
// when
out, err := rankProvider.AdditionalPropertyFn(context.Background(), in, fakeParams, &limit, argumentModuleParams, nil)
// then
require.NotNil(t, err)
require.NotEmpty(t, out)
assert.Error(t, err, "empty schema content")
})
t.Run("should fail with empty params", func(t *testing.T) {
// given
rankClient := &fakeRankClient{}
rankProvider := New(rankClient)
in := []search.Result{
{
ID: "some-uuid",
Schema: map[string]interface{}{
"content": "content",
},
},
}
fakeParams := &Params{}
limit := 1
argumentModuleParams := map[string]interface{}{}
// when
out, err := rankProvider.AdditionalPropertyFn(context.Background(), in, fakeParams, &limit, argumentModuleParams, nil)
// then
require.NotNil(t, err)
require.NotEmpty(t, out)
assert.Error(t, err, "empty params")
})
t.Run("should fail on cohere error", func(t *testing.T) {
rankClient := &fakeRankClient{}
rankProvider := New(rankClient)
in := []search.Result{
{
ID: "some-uuid",
Schema: map[string]interface{}{
"content": "this is the content",
},
},
}
property := "content"
query := "unavailable"
fakeParams := &Params{Property: &property, Query: &query}
limit := 3
argumentModuleParams := map[string]interface{}{}
_, err := rankProvider.AdditionalPropertyFn(context.Background(), in, fakeParams, &limit, argumentModuleParams, nil)
require.EqualError(t, err, "error ranking with cohere: unavailable")
})
t.Run("should rank", func(t *testing.T) {
rankClient := &fakeRankClient{}
rankProvider := New(rankClient)
in := []search.Result{
{
ID: "some-uuid",
Schema: map[string]interface{}{
"content": "this is the content",
},
},
}
property := "content"
query := "this is the query"
fakeParams := &Params{Property: &property, Query: &query}
limit := 1
argumentModuleParams := map[string]interface{}{}
// when
out, err := rankProvider.AdditionalPropertyFn(context.Background(), in, fakeParams, &limit, argumentModuleParams, nil)
// then
require.Nil(t, err)
require.NotEmpty(t, out)
assert.Equal(t, 1, len(in))
answer, answerOK := in[0].AdditionalProperties["rerank"]
assert.True(t, answerOK)
assert.NotNil(t, answer)
answerAdditional, ok := answer.([]*models.RankResult)
require.True(t, ok)
require.Len(t, answerAdditional, 1)
assert.Equal(t, float64(0.15), *answerAdditional[0].Score)
})
}
type fakeRankClient struct{}
func (c *fakeRankClient) Rank(ctx context.Context, query string, documents []string, cfg moduletools.ClassConfig) (result *ent.RankResult, err error) {
if query == "unavailable" {
return nil, errors.New("unavailable")
}
score := 0.15
result = &ent.RankResult{
DocumentScores: []ent.DocumentScore{
{
Document: documents[0],
Score: score,
},
},
Query: query,
}
return result, nil
}
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