github.com/weaviate/weaviate@v1.24.6/modules/text2vec-gpt4all/vectorizer/class_settings_test.go (about)

     1  //                           _       _
     2  // __      _____  __ ___   ___  __ _| |_ ___
     3  // \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \
     4  //  \ V  V /  __/ (_| |\ V /| | (_| | ||  __/
     5  //   \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___|
     6  //
     7  //  Copyright © 2016 - 2024 Weaviate B.V. All rights reserved.
     8  //
     9  //  CONTACT: hello@weaviate.io
    10  //
    11  
    12  package vectorizer
    13  
    14  import (
    15  	"testing"
    16  
    17  	"github.com/stretchr/testify/assert"
    18  	"github.com/weaviate/weaviate/entities/models"
    19  	"github.com/weaviate/weaviate/usecases/modules"
    20  )
    21  
    22  func TestClassSettings(t *testing.T) {
    23  	t.Run("with all defaults", func(t *testing.T) {
    24  		class := &models.Class{
    25  			Class: "MyClass",
    26  			Properties: []*models.Property{{
    27  				Name: "someProp",
    28  			}},
    29  		}
    30  
    31  		cfg := modules.NewClassBasedModuleConfig(class, "my-module", "tenant", "")
    32  		ic := NewClassSettings(cfg)
    33  
    34  		assert.True(t, ic.PropertyIndexed("someProp"))
    35  		assert.False(t, ic.VectorizePropertyName("someProp"))
    36  		assert.True(t, ic.VectorizeClassName())
    37  	})
    38  
    39  	t.Run("with a nil config", func(t *testing.T) {
    40  		// this is the case if we were running in a situation such as a
    41  		// cross-class vectorization of search time, as is the case with Explore
    42  		// {}, we then expect all default values
    43  
    44  		ic := NewClassSettings(nil)
    45  
    46  		assert.True(t, ic.PropertyIndexed("someProp"))
    47  		assert.False(t, ic.VectorizePropertyName("someProp"))
    48  		assert.True(t, ic.VectorizeClassName())
    49  	})
    50  
    51  	t.Run("with all explicit config matching the defaults", func(t *testing.T) {
    52  		class := &models.Class{
    53  			Class: "MyClass",
    54  			ModuleConfig: map[string]interface{}{
    55  				"my-module": map[string]interface{}{
    56  					"vectorizeClassName": true,
    57  					"poolingStrategy":    "masked_mean",
    58  				},
    59  			},
    60  			Properties: []*models.Property{{
    61  				Name: "someProp",
    62  				ModuleConfig: map[string]interface{}{
    63  					"my-module": map[string]interface{}{
    64  						"skip":                  false,
    65  						"vectorizePropertyName": false,
    66  					},
    67  				},
    68  			}},
    69  		}
    70  
    71  		cfg := modules.NewClassBasedModuleConfig(class, "my-module", "tenant", "")
    72  		ic := NewClassSettings(cfg)
    73  
    74  		assert.True(t, ic.PropertyIndexed("someProp"))
    75  		assert.False(t, ic.VectorizePropertyName("someProp"))
    76  		assert.True(t, ic.VectorizeClassName())
    77  	})
    78  
    79  	t.Run("with all explicit config using non-default values", func(t *testing.T) {
    80  		class := &models.Class{
    81  			Class: "MyClass",
    82  			ModuleConfig: map[string]interface{}{
    83  				"my-module": map[string]interface{}{
    84  					"vectorizeClassName": false,
    85  					"poolingStrategy":    "cls",
    86  				},
    87  			},
    88  			Properties: []*models.Property{{
    89  				Name: "someProp",
    90  				ModuleConfig: map[string]interface{}{
    91  					"my-module": map[string]interface{}{
    92  						"skip":                  true,
    93  						"vectorizePropertyName": true,
    94  					},
    95  				},
    96  			}},
    97  		}
    98  
    99  		cfg := modules.NewClassBasedModuleConfig(class, "my-module", "tenant", "")
   100  		ic := NewClassSettings(cfg)
   101  
   102  		assert.False(t, ic.PropertyIndexed("someProp"))
   103  		assert.True(t, ic.VectorizePropertyName("someProp"))
   104  		assert.False(t, ic.VectorizeClassName())
   105  	})
   106  }