Spaces:
Running
Running
File size: 2,963 Bytes
b110593 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 |
// _ _
// __ _____ __ ___ ___ __ _| |_ ___
// \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \
// \ V V / __/ (_| |\ V /| | (_| | || __/
// \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___|
//
// Copyright © 2016 - 2024 Weaviate B.V. All rights reserved.
//
// CONTACT: [email protected]
//
package vectorizer
import (
"context"
"testing"
"github.com/stretchr/testify/assert"
"github.com/stretchr/testify/require"
)
// as used in the nearText searcher
func TestVectorizingTexts(t *testing.T) {
type testCase struct {
name string
input []string
expectedApiEndpoint string
expectedProjectID string
expectedEndpointID string
expectedPalmModel string
palmModel string
}
tests := []testCase{
{
name: "single word",
input: []string{"hello"},
palmModel: "large",
expectedPalmModel: "large",
},
{
name: "multiple words",
input: []string{"hello world, this is me!"},
palmModel: "large",
expectedPalmModel: "large",
},
{
name: "multiple sentences (joined with a dot)",
input: []string{"this is sentence 1", "and here's number 2"},
palmModel: "large",
expectedPalmModel: "large",
},
{
name: "multiple sentences already containing a dot",
input: []string{"this is sentence 1.", "and here's number 2"},
palmModel: "large",
expectedPalmModel: "large",
},
{
name: "multiple sentences already containing a question mark",
input: []string{"this is sentence 1?", "and here's number 2"},
palmModel: "large",
expectedPalmModel: "large",
},
{
name: "multiple sentences already containing an exclamation mark",
input: []string{"this is sentence 1!", "and here's number 2"},
palmModel: "large",
expectedPalmModel: "large",
},
{
name: "multiple sentences already containing comma",
input: []string{"this is sentence 1,", "and here's number 2"},
palmModel: "large",
expectedPalmModel: "large",
},
}
for _, test := range tests {
t.Run(test.name, func(t *testing.T) {
client := &fakeClient{}
v := New(client)
settings := &fakeSettings{
apiEndpoint: "",
projectID: "",
endpointID: "",
}
vec, err := v.Texts(context.Background(), test.input, settings)
require.Nil(t, err)
assert.Equal(t, []float32{0.1, 1.1, 2.1, 3.1}, vec)
assert.Equal(t, test.input, client.lastInput)
assert.Equal(t, test.expectedApiEndpoint, client.lastConfig.ApiEndpoint)
assert.Equal(t, test.expectedProjectID, client.lastConfig.ProjectID)
assert.Equal(t, test.expectedEndpointID, client.lastConfig.Model)
})
}
}
|