milvus/client/entity/schema_test.go

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// Licensed to the LF AI & Data foundation under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use this file except in compliance
// with the License. You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
package entity
import (
"testing"
"github.com/stretchr/testify/assert"
"github.com/stretchr/testify/suite"
"github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
)
func TestCL_CommonCL(t *testing.T) {
cls := []ConsistencyLevel{
ClStrong,
ClBounded,
ClSession,
ClEventually,
}
for _, cl := range cls {
assert.EqualValues(t, commonpb.ConsistencyLevel(cl), cl.CommonConsistencyLevel())
}
}
func TestFieldSchema(t *testing.T) {
fields := []*Field{
NewField().WithName("int_field").WithDataType(FieldTypeInt64).WithIsAutoID(true).WithIsPrimaryKey(true).WithDescription("int_field desc"),
NewField().WithName("string_field").WithDataType(FieldTypeString).WithIsAutoID(false).WithIsPrimaryKey(true).WithIsDynamic(false).WithTypeParams("max_len", "32").WithDescription("string_field desc"),
NewField().WithName("partition_key").WithDataType(FieldTypeInt32).WithIsPartitionKey(true),
NewField().WithName("array_field").WithDataType(FieldTypeArray).WithElementType(FieldTypeBool).WithMaxCapacity(128),
/*
NewField().WithName("default_value_bool").WithDataType(FieldTypeBool).WithDefaultValueBool(true),
NewField().WithName("default_value_int").WithDataType(FieldTypeInt32).WithDefaultValueInt(1),
NewField().WithName("default_value_long").WithDataType(FieldTypeInt64).WithDefaultValueLong(1),
NewField().WithName("default_value_float").WithDataType(FieldTypeFloat).WithDefaultValueFloat(1),
NewField().WithName("default_value_double").WithDataType(FieldTypeDouble).WithDefaultValueDouble(1),
NewField().WithName("default_value_string").WithDataType(FieldTypeString).WithDefaultValueString("a"),*/
}
for _, field := range fields {
fieldSchema := field.ProtoMessage()
assert.Equal(t, field.ID, fieldSchema.GetFieldID())
assert.Equal(t, field.Name, fieldSchema.GetName())
assert.EqualValues(t, field.DataType, fieldSchema.GetDataType())
assert.Equal(t, field.AutoID, fieldSchema.GetAutoID())
assert.Equal(t, field.PrimaryKey, fieldSchema.GetIsPrimaryKey())
assert.Equal(t, field.IsPartitionKey, fieldSchema.GetIsPartitionKey())
assert.Equal(t, field.IsDynamic, fieldSchema.GetIsDynamic())
assert.Equal(t, field.Description, fieldSchema.GetDescription())
assert.Equal(t, field.TypeParams, KvPairsMap(fieldSchema.GetTypeParams()))
assert.EqualValues(t, field.ElementType, fieldSchema.GetElementType())
// marshal & unmarshal, still equals
nf := &Field{}
nf = nf.ReadProto(fieldSchema)
assert.Equal(t, field.ID, nf.ID)
assert.Equal(t, field.Name, nf.Name)
assert.EqualValues(t, field.DataType, nf.DataType)
assert.Equal(t, field.AutoID, nf.AutoID)
assert.Equal(t, field.PrimaryKey, nf.PrimaryKey)
assert.Equal(t, field.Description, nf.Description)
assert.Equal(t, field.IsDynamic, nf.IsDynamic)
assert.Equal(t, field.IsPartitionKey, nf.IsPartitionKey)
assert.EqualValues(t, field.TypeParams, nf.TypeParams)
assert.EqualValues(t, field.ElementType, nf.ElementType)
}
assert.NotPanics(t, func() {
(&Field{}).WithTypeParams("a", "b")
})
}
type SchemaSuite struct {
suite.Suite
}
func (s *SchemaSuite) TestBasic() {
cases := []struct {
tag string
input *Schema
pkName string
}{
{
"test_collection",
NewSchema().WithName("test_collection_1").WithDescription("test_collection_1 desc").WithAutoID(false).
WithField(NewField().WithName("ID").WithDataType(FieldTypeInt64).WithIsPrimaryKey(true)).
WithField(NewField().WithName("vector").WithDataType(FieldTypeFloatVector).WithDim(128)),
"ID",
},
{
"dynamic_schema",
NewSchema().WithName("dynamic_schema").WithDescription("dynamic_schema desc").WithAutoID(true).WithDynamicFieldEnabled(true).
WithField(NewField().WithName("ID").WithDataType(FieldTypeVarChar).WithMaxLength(256)).
WithField(NewField().WithName("$meta").WithIsDynamic(true)),
"",
},
}
for _, c := range cases {
s.Run(c.tag, func() {
sch := c.input
p := sch.ProtoMessage()
s.Equal(sch.CollectionName, p.GetName())
s.Equal(sch.AutoID, p.GetAutoID())
s.Equal(sch.Description, p.GetDescription())
s.Equal(sch.EnableDynamicField, p.GetEnableDynamicField())
s.Equal(len(sch.Fields), len(p.GetFields()))
nsch := &Schema{}
nsch = nsch.ReadProto(p)
s.Equal(sch.CollectionName, nsch.CollectionName)
s.Equal(sch.Description, nsch.Description)
s.Equal(sch.EnableDynamicField, nsch.EnableDynamicField)
s.Equal(len(sch.Fields), len(nsch.Fields))
s.Equal(c.pkName, sch.PKFieldName())
s.Equal(c.pkName, nsch.PKFieldName())
})
}
}
func TestSchema(t *testing.T) {
suite.Run(t, new(SchemaSuite))
}