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// _ _
// __ _____ __ ___ ___ __ _| |_ ___
// \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \
// \ V V / __/ (_| |\ V /| | (_| | || __/
// \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___|
//
// Copyright © 2016 - 2024 Weaviate B.V. All rights reserved.
//
// CONTACT: [email protected]
//
package vectorizer
import (
"testing"
"github.com/stretchr/testify/assert"
"github.com/weaviate/weaviate/entities/models"
"github.com/weaviate/weaviate/usecases/modules"
)
func TestClassSettings(t *testing.T) {
t.Run("with all defaults", func(t *testing.T) {
class := &models.Class{
Class: "MyClass",
Properties: []*models.Property{{
Name: "someProp",
}},
}
cfg := modules.NewClassBasedModuleConfig(class, "my-module", "tenant")
ic := NewClassSettings(cfg)
assert.True(t, ic.PropertyIndexed("someProp"))
assert.False(t, ic.VectorizePropertyName("someProp"))
assert.True(t, ic.VectorizeClassName())
assert.Equal(t, ic.PoolingStrategy(), "masked_mean")
})
t.Run("with a nil config", func(t *testing.T) {
// this is the case if we were running in a situation such as a
// cross-class vectorization of search time, as is the case with Explore
// {}, we then expect all default values
ic := NewClassSettings(nil)
assert.True(t, ic.PropertyIndexed("someProp"))
assert.False(t, ic.VectorizePropertyName("someProp"))
assert.True(t, ic.VectorizeClassName())
assert.Equal(t, ic.PoolingStrategy(), "masked_mean")
})
t.Run("with all explicit config matching the defaults", func(t *testing.T) {
class := &models.Class{
Class: "MyClass",
ModuleConfig: map[string]interface{}{
"my-module": map[string]interface{}{
"vectorizeClassName": true,
"poolingStrategy": "masked_mean",
},
},
Properties: []*models.Property{{
Name: "someProp",
ModuleConfig: map[string]interface{}{
"my-module": map[string]interface{}{
"skip": false,
"vectorizePropertyName": false,
},
},
}},
}
cfg := modules.NewClassBasedModuleConfig(class, "my-module", "tenant")
ic := NewClassSettings(cfg)
assert.True(t, ic.PropertyIndexed("someProp"))
assert.False(t, ic.VectorizePropertyName("someProp"))
assert.True(t, ic.VectorizeClassName())
assert.Equal(t, ic.PoolingStrategy(), "masked_mean")
})
t.Run("with all explicit config using non-default values", func(t *testing.T) {
class := &models.Class{
Class: "MyClass",
ModuleConfig: map[string]interface{}{
"my-module": map[string]interface{}{
"vectorizeClassName": false,
"poolingStrategy": "cls",
},
},
Properties: []*models.Property{{
Name: "someProp",
ModuleConfig: map[string]interface{}{
"my-module": map[string]interface{}{
"skip": true,
"vectorizePropertyName": true,
},
},
}},
}
cfg := modules.NewClassBasedModuleConfig(class, "my-module", "tenant")
ic := NewClassSettings(cfg)
assert.False(t, ic.PropertyIndexed("someProp"))
assert.True(t, ic.VectorizePropertyName("someProp"))
assert.False(t, ic.VectorizeClassName())
assert.Equal(t, ic.PoolingStrategy(), "cls")
})
}
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