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// _ _
// __ _____ __ ___ ___ __ _| |_ ___
// \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \
// \ V V / __/ (_| |\ V /| | (_| | || __/
// \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___|
//
// Copyright © 2016 - 2025 Weaviate B.V. All rights reserved.
//
// CONTACT: hello@weaviate.io
//
package schema
import (
"context"
"testing"
"github.com/stretchr/testify/assert"
"github.com/stretchr/testify/mock"
"github.com/stretchr/testify/require"
"github.com/weaviate/weaviate/entities/models"
"github.com/weaviate/weaviate/entities/schema"
"github.com/weaviate/weaviate/usecases/config"
"github.com/weaviate/weaviate/usecases/config/runtime"
)
var schemaTests = []struct {
name string
fn func(*testing.T, *Handler, *fakeSchemaManager)
}{
{name: "AddObjectClass", fn: testAddObjectClass},
{name: "AddObjectClassWithExplicitVectorizer", fn: testAddObjectClassExplicitVectorizer},
{name: "AddObjectClassWithImplicitVectorizer", fn: testAddObjectClassImplicitVectorizer},
{name: "AddObjectClassWithWrongVectorizer", fn: testAddObjectClassWrongVectorizer},
{name: "AddObjectClassWithWrongIndexType", fn: testAddObjectClassWrongIndexType},
{name: "RemoveObjectClass", fn: testRemoveObjectClass},
{name: "CantAddSameClassTwice", fn: testCantAddSameClassTwice},
{name: "CantAddSameClassTwiceDifferentKind", fn: testCantAddSameClassTwiceDifferentKinds},
{name: "AddPropertyDuringCreation", fn: testAddPropertyDuringCreation},
{name: "AddPropertyWithTargetVectorConfig", fn: testAddPropertyWithTargetVectorConfig},
{name: "AddInvalidPropertyDuringCreation", fn: testAddInvalidPropertyDuringCreation},
{name: "AddInvalidPropertyWithEmptyDataTypeDuringCreation", fn: testAddInvalidPropertyWithEmptyDataTypeDuringCreation},
{name: "DropProperty", fn: testDropProperty},
}
func testAddObjectClass(t *testing.T, handler *Handler, fakeSchemaManager *fakeSchemaManager) {
t.Parallel()
class := &models.Class{
Class: "Car",
Properties: []*models.Property{{
DataType: schema.DataTypeText.PropString(),
Tokenization: models.PropertyTokenizationWhitespace,
Name: "dummy",
}},
Vectorizer: "model1",
VectorIndexConfig: map[string]interface{}{},
ReplicationConfig: &models.ReplicationConfig{Factor: 1},
}
fakeSchemaManager.On("AddClass", class, mock.Anything).Return(nil)
fakeSchemaManager.On("QueryCollectionsCount").Return(0, nil)
_, _, err := handler.AddClass(context.Background(), nil, class)
assert.Nil(t, err)
}
func testAddObjectClassExplicitVectorizer(t *testing.T, handler *Handler, fakeSchemaManager *fakeSchemaManager) {
t.Parallel()
class := &models.Class{
Vectorizer: config.VectorizerModuleText2VecContextionary,
VectorIndexType: "hnsw",
Class: "Car",
Properties: []*models.Property{{
DataType: schema.DataTypeText.PropString(),
Tokenization: models.PropertyTokenizationWhitespace,
Name: "dummy",
}},
ReplicationConfig: &models.ReplicationConfig{Factor: 1},
}
fakeSchemaManager.On("AddClass", class, mock.Anything).Return(nil)
fakeSchemaManager.On("QueryCollectionsCount").Return(0, nil)
_, _, err := handler.AddClass(context.Background(), nil, class)
assert.Nil(t, err)
}
func testAddObjectClassImplicitVectorizer(t *testing.T, handler *Handler, fakeSchemaManager *fakeSchemaManager) {
t.Parallel()
handler.config.DefaultVectorizerModule = config.VectorizerModuleText2VecContextionary
class := &models.Class{
Class: "Car",
Properties: []*models.Property{{
DataType: schema.DataTypeText.PropString(),
Tokenization: models.PropertyTokenizationWhitespace,
Name: "dummy",
}},
ReplicationConfig: &models.ReplicationConfig{Factor: 1},
}
fakeSchemaManager.On("AddClass", mock.Anything, mock.Anything).Return(nil)
fakeSchemaManager.On("QueryCollectionsCount").Return(0, nil)
_, _, err := handler.AddClass(context.Background(), nil, class)
assert.Nil(t, err)
}
func testAddObjectClassWrongVectorizer(t *testing.T, handler *Handler, fakeSchemaManager *fakeSchemaManager) {
t.Parallel()
class := &models.Class{
Class: "Car",
Vectorizer: "vectorizer-5000000",
Properties: []*models.Property{{
DataType: schema.DataTypeText.PropString(),
Tokenization: models.PropertyTokenizationWhitespace,
Name: "dummy",
}},
ReplicationConfig: &models.ReplicationConfig{Factor: 1},
}
_, _, err := handler.AddClass(context.Background(), nil, class)
assert.Error(t, err)
}
func testAddObjectClassWrongIndexType(t *testing.T, handler *Handler, fakeSchemaManager *fakeSchemaManager) {
t.Parallel()
class := &models.Class{
Class: "Car",
VectorIndexType: "vector-index-2-million",
Properties: []*models.Property{{
DataType: schema.DataTypeText.PropString(),
Tokenization: models.PropertyTokenizationWhitespace,
Name: "dummy",
}},
ReplicationConfig: &models.ReplicationConfig{Factor: 1},
}
_, _, err := handler.AddClass(context.Background(), nil, class)
require.NotNil(t, err)
assert.Equal(t, "unrecognized or unsupported vectorIndexType \"vector-index-2-million\"", err.Error())
}
func testRemoveObjectClass(t *testing.T, handler *Handler, fakeSchemaManager *fakeSchemaManager) {
t.Parallel()
class := &models.Class{
Class: "Car",
Vectorizer: "text2vec-contextionary",
ModuleConfig: map[string]interface{}{
"text2vec-contextionary": map[string]interface{}{
"vectorizeClassName": true,
},
},
ReplicationConfig: &models.ReplicationConfig{Factor: 1},
}
fakeSchemaManager.On("AddClass", class, mock.Anything).Return(nil)
fakeSchemaManager.On("QueryCollectionsCount").Return(0, nil)
_, _, err := handler.AddClass(context.Background(), nil, class)
require.Nil(t, err)
// Now delete the class
fakeSchemaManager.On("DeleteClass", "Car").Return(nil)
err = handler.DeleteClass(context.Background(), nil, "Car")
assert.Nil(t, err)
}
func testCantAddSameClassTwice(t *testing.T, handler *Handler, fakeSchemaManager *fakeSchemaManager) {
t.Parallel()
reset := fakeSchemaManager.On("ReadOnlySchema").Return(models.Schema{})
class := &models.Class{
Class: "Car",
Vectorizer: "text2vec-contextionary",
ModuleConfig: map[string]interface{}{
"text2vec-contextionary": map[string]interface{}{
"vectorizeClassName": true,
},
},
ReplicationConfig: &models.ReplicationConfig{Factor: 1},
}
fakeSchemaManager.On("AddClass", class, mock.Anything).Return(nil)
fakeSchemaManager.On("QueryCollectionsCount").Return(0, nil)
_, _, err := handler.AddClass(context.Background(), nil, class)
assert.Nil(t, err)
// Reset schema to simulate the class has been added
reset.Unset()
class = &models.Class{
Class: "Car",
Vectorizer: "text2vec-contextionary",
ModuleConfig: map[string]interface{}{
"text2vec-contextionary": map[string]interface{}{
"vectorizeClassName": true,
},
},
ReplicationConfig: &models.ReplicationConfig{Factor: 1},
}
fakeSchemaManager.ExpectedCalls = fakeSchemaManager.ExpectedCalls[:0]
fakeSchemaManager.On("QueryCollectionsCount").Return(0, nil)
fakeSchemaManager.On("AddClass", class, mock.Anything).Return(ErrNotFound)
// Add it again
_, _, err = handler.AddClass(context.Background(), nil, class)
assert.NotNil(t, err)
}
func testCantAddSameClassTwiceDifferentKinds(t *testing.T, handler *Handler, fakeSchemaManager *fakeSchemaManager) {
t.Parallel()
ctx := context.Background()
class := &models.Class{
Class: "Car",
Vectorizer: "text2vec-contextionary",
ModuleConfig: map[string]interface{}{
"text2vec-contextionary": map[string]interface{}{
"vectorizeClassName": true,
},
},
ReplicationConfig: &models.ReplicationConfig{Factor: 1},
}
fakeSchemaManager.On("QueryCollectionsCount").Return(0, nil)
fakeSchemaManager.On("AddClass", class, mock.Anything).Return(nil)
_, _, err := handler.AddClass(ctx, nil, class)
assert.Nil(t, err)
class.ModuleConfig = map[string]interface{}{
"my-module1": map[string]interface{}{
"my-setting": "some-value",
},
}
// Add it again, but with a different kind.
fakeSchemaManager.On("AddClass", class, mock.Anything).Return(nil)
_, _, err = handler.AddClass(context.Background(), nil, class)
assert.NotNil(t, err)
}
func testAddPropertyDuringCreation(t *testing.T, handler *Handler, fakeSchemaManager *fakeSchemaManager) {
t.Parallel()
vFalse := false
vTrue := true
properties := []*models.Property{
{
Name: "color",
DataType: schema.DataTypeText.PropString(),
Tokenization: models.PropertyTokenizationWhitespace,
},
{
Name: "colorRaw1",
DataType: schema.DataTypeText.PropString(),
Tokenization: models.PropertyTokenizationWhitespace,
IndexFilterable: &vFalse,
IndexSearchable: &vFalse,
},
{
Name: "colorRaw2",
DataType: schema.DataTypeText.PropString(),
Tokenization: models.PropertyTokenizationWhitespace,
IndexFilterable: &vTrue,
IndexSearchable: &vFalse,
},
{
Name: "colorRaw3",
DataType: schema.DataTypeText.PropString(),
Tokenization: models.PropertyTokenizationWhitespace,
IndexFilterable: &vFalse,
IndexSearchable: &vTrue,
},
{
Name: "colorRaw4",
DataType: schema.DataTypeText.PropString(),
Tokenization: models.PropertyTokenizationWhitespace,
IndexFilterable: &vTrue,
IndexSearchable: &vTrue,
},
{
Name: "content",
DataType: schema.DataTypeText.PropString(),
Tokenization: models.PropertyTokenizationWhitespace,
},
{
Name: "allDefault",
DataType: schema.DataTypeText.PropString(),
Tokenization: models.PropertyTokenizationWhitespace,
},
}
class := &models.Class{
Class: "Car",
Properties: properties,
ReplicationConfig: &models.ReplicationConfig{Factor: 1},
}
fakeSchemaManager.On("AddClass", class, mock.Anything).Return(nil)
fakeSchemaManager.On("QueryCollectionsCount").Return(0, nil)
_, _, err := handler.AddClass(context.Background(), nil, class)
assert.Nil(t, err)
}
func testAddPropertyWithTargetVectorConfig(t *testing.T, handler *Handler, fakeSchemaManager *fakeSchemaManager) {
t.Parallel()
class := &models.Class{
Class: "Car",
Properties: []*models.Property{
{
Name: "color",
DataType: schema.DataTypeText.PropString(),
Tokenization: models.PropertyTokenizationWhitespace,
ModuleConfig: map[string]interface{}{
"text2vec-contextionary": map[string]interface{}{
"vectorizePropertyName": true,
},
},
},
},
VectorConfig: map[string]models.VectorConfig{
"vec1": {
Vectorizer: map[string]interface{}{"text2vec-contextionary": map[string]interface{}{}},
VectorIndexType: "flat",
},
},
ReplicationConfig: &models.ReplicationConfig{Factor: 1},
}
fakeSchemaManager.On("QueryCollectionsCount").Return(0, nil)
fakeSchemaManager.On("AddClass", class, mock.Anything).Return(nil)
_, _, err := handler.AddClass(context.Background(), nil, class)
require.NoError(t, err)
}
func testAddInvalidPropertyDuringCreation(t *testing.T, handler *Handler, fakeSchemaManager *fakeSchemaManager) {
t.Parallel()
properties := []*models.Property{
{Name: "color", DataType: []string{"blurp"}},
}
_, _, err := handler.AddClass(context.Background(), nil, &models.Class{
Class: "Car",
Properties: properties,
ReplicationConfig: &models.ReplicationConfig{Factor: 1},
})
assert.NotNil(t, err)
}
func testAddInvalidPropertyWithEmptyDataTypeDuringCreation(t *testing.T, handler *Handler, fakeSchemaManager *fakeSchemaManager) {
t.Parallel()
properties := []*models.Property{
{Name: "color", DataType: []string{""}},
}
_, _, err := handler.AddClass(context.Background(), nil, &models.Class{
Class: "Car",
Properties: properties,
ReplicationConfig: &models.ReplicationConfig{Factor: 1},
})
assert.NotNil(t, err)
}
func testDropProperty(t *testing.T, handler *Handler, fakeSchemaManager *fakeSchemaManager) {
// TODO: https://github.com/weaviate/weaviate/issues/973
// Remove skip
t.Skip()
t.Parallel()
fakeSchemaManager.On("ReadOnlySchema").Return(models.Schema{})
properties := []*models.Property{
{Name: "color", DataType: schema.DataTypeText.PropString(), Tokenization: models.PropertyTokenizationWhitespace},
}
class := &models.Class{
Class: "Car",
Properties: properties,
ReplicationConfig: &models.ReplicationConfig{Factor: 1},
}
fakeSchemaManager.On("QueryCollectionsCount").Return(0, nil)
fakeSchemaManager.On("AddClass", class, mock.Anything).Return(nil)
_, _, err := handler.AddClass(context.Background(), nil, class)
assert.Nil(t, err)
// Now drop the property
handler.DeleteClassProperty(context.Background(), nil, "Car", "color")
// TODO: add the mock necessary to verify that the property is deleted
}
// This grant parent test setups up the temporary directory needed for the tests.
func TestSchema(t *testing.T) {
t.Run("TestSchema", func(t *testing.T) {
for _, testCase := range schemaTests {
// Run each test independently with their own handler
t.Run(testCase.name, func(t *testing.T) {
handler, fakeSchemaManager := newTestHandler(t, &fakeDB{})
handler.schemaConfig.MaximumAllowedCollectionsCount = runtime.NewDynamicValue(-1)
defer fakeSchemaManager.AssertExpectations(t)
testCase.fn(t, handler, fakeSchemaManager)
})
}
})
}