milvus/client/entity/sparse_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 (
"math/rand"
"testing"
"github.com/stretchr/testify/assert"
"github.com/stretchr/testify/require"
)
func TestSliceSparseEmbedding(t *testing.T) {
t.Run("normal_case", func(t *testing.T) {
length := 1 + rand.Intn(5)
positions := make([]uint32, length)
values := make([]float32, length)
for i := 0; i < length; i++ {
positions[i] = uint32(i)
values[i] = rand.Float32()
}
se, err := NewSliceSparseEmbedding(positions, values)
require.NoError(t, err)
assert.EqualValues(t, length, se.Dim())
assert.EqualValues(t, length, se.Len())
bs := se.Serialize()
nv, err := deserializeSliceSparceEmbedding(bs)
require.NoError(t, err)
for i := 0; i < length; i++ {
pos, val, ok := se.Get(i)
require.True(t, ok)
assert.Equal(t, positions[i], pos)
assert.Equal(t, values[i], val)
npos, nval, ok := nv.Get(i)
require.True(t, ok)
assert.Equal(t, positions[i], npos)
assert.Equal(t, values[i], nval)
}
_, _, ok := se.Get(-1)
assert.False(t, ok)
_, _, ok = se.Get(length)
assert.False(t, ok)
})
t.Run("position values not match", func(t *testing.T) {
_, err := NewSliceSparseEmbedding([]uint32{1}, []float32{})
assert.Error(t, err)
})
}