hanahmily commented on code in PR #682:
URL: 
https://github.com/apache/skywalking-banyandb/pull/682#discussion_r2165251237


##########
pkg/encoding/dictionary.go:
##########
@@ -0,0 +1,250 @@
+// Licensed to Apache Software Foundation (ASF) under one or more contributor
+// license agreements. See the NOTICE file distributed with
+// this work for additional information regarding copyright
+// ownership. Apache Software Foundation (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 encoding
+
+import (
+       "bytes"
+       "fmt"
+       "math/bits"
+)
+
+// Dictionary is used for dictionary encoding.
+type Dictionary struct {
+       m       map[string]uint32
+       values  [][]byte
+       indices []uint32
+}
+
+// NewDictionary creates a dictionary.
+func NewDictionary() *Dictionary {
+       return &Dictionary{
+               m:       make(map[string]uint32),
+               values:  make([][]byte, 0),
+               indices: make([]uint32, 0),
+       }
+}
+
+// Reset resets the dictionary.
+func (d *Dictionary) Reset() {
+       clear(d.m)
+       d.values = d.values[:0]
+       d.indices = d.indices[:0]
+}
+
+// Add adds a value to the dictionary.
+func (d *Dictionary) Add(value []byte) {
+       if index, ok := d.m[string(value)]; ok {
+               d.indices = append(d.indices, index)
+               return
+       }
+       d.values = append(d.values, value)
+       index := uint32(len(d.values) - 1)
+       d.m[string(value)] = index
+       d.indices = append(d.indices, index)
+}
+
+// Encode encodes the dictionary.
+func (d *Dictionary) Encode(dst []byte) []byte {
+       dst = VarUint64ToBytes(dst, uint64(len(d.values)))
+       dst = EncodeBytesBlock(dst, d.values)
+       re := make([]uint32, 0)

Review Comment:
   Reuse this slice



##########
pkg/encoding/dictionary.go:
##########
@@ -0,0 +1,250 @@
+// Licensed to Apache Software Foundation (ASF) under one or more contributor
+// license agreements. See the NOTICE file distributed with
+// this work for additional information regarding copyright
+// ownership. Apache Software Foundation (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 encoding
+
+import (
+       "bytes"
+       "fmt"
+       "math/bits"
+)
+
+// Dictionary is used for dictionary encoding.
+type Dictionary struct {
+       m       map[string]uint32
+       values  [][]byte
+       indices []uint32
+}
+
+// NewDictionary creates a dictionary.
+func NewDictionary() *Dictionary {
+       return &Dictionary{
+               m:       make(map[string]uint32),
+               values:  make([][]byte, 0),
+               indices: make([]uint32, 0),
+       }
+}
+
+// Reset resets the dictionary.
+func (d *Dictionary) Reset() {
+       clear(d.m)
+       d.values = d.values[:0]
+       d.indices = d.indices[:0]
+}
+
+// Add adds a value to the dictionary.
+func (d *Dictionary) Add(value []byte) {
+       if index, ok := d.m[string(value)]; ok {
+               d.indices = append(d.indices, index)
+               return
+       }
+       d.values = append(d.values, value)
+       index := uint32(len(d.values) - 1)
+       d.m[string(value)] = index
+       d.indices = append(d.indices, index)
+}
+
+// Encode encodes the dictionary.
+func (d *Dictionary) Encode(dst []byte) []byte {
+       dst = VarUint64ToBytes(dst, uint64(len(d.values)))
+       dst = EncodeBytesBlock(dst, d.values)
+       re := make([]uint32, 0)
+       re = encodeRLE(re, d.indices)
+       be := encodeBitPacking(re)
+       dst = append(dst, be...)
+       return dst
+}
+
+// Decode decodes the dictionary.
+func (d *Dictionary) Decode(src []byte) error {

Review Comment:
   Would you write a benchmark for Encode and Decode?



##########
pkg/encoding/dictionary.go:
##########
@@ -0,0 +1,250 @@
+// Licensed to Apache Software Foundation (ASF) under one or more contributor
+// license agreements. See the NOTICE file distributed with
+// this work for additional information regarding copyright
+// ownership. Apache Software Foundation (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 encoding
+
+import (
+       "bytes"
+       "fmt"
+       "math/bits"
+)
+
+// Dictionary is used for dictionary encoding.
+type Dictionary struct {
+       m       map[string]uint32
+       values  [][]byte
+       indices []uint32
+}
+
+// NewDictionary creates a dictionary.
+func NewDictionary() *Dictionary {
+       return &Dictionary{
+               m:       make(map[string]uint32),
+               values:  make([][]byte, 0),
+               indices: make([]uint32, 0),
+       }
+}
+
+// Reset resets the dictionary.
+func (d *Dictionary) Reset() {
+       clear(d.m)
+       d.values = d.values[:0]
+       d.indices = d.indices[:0]
+}
+
+// Add adds a value to the dictionary.
+func (d *Dictionary) Add(value []byte) {

Review Comment:
   ```suggestion
   func (d *Dictionary) Add(value []byte) bool {
   ```
   
   If the size of unique values exceeds a threshold(128 or 256?), returning 
false indicates that the block cannot use dict encoding.



##########
pkg/encoding/dictionary.go:
##########
@@ -0,0 +1,250 @@
+// Licensed to Apache Software Foundation (ASF) under one or more contributor
+// license agreements. See the NOTICE file distributed with
+// this work for additional information regarding copyright
+// ownership. Apache Software Foundation (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 encoding
+
+import (
+       "bytes"
+       "fmt"
+       "math/bits"
+)
+
+// Dictionary is used for dictionary encoding.
+type Dictionary struct {
+       m       map[string]uint32

Review Comment:
   ```suggestion
   ```
   You don't need a map. Instead, adding can loop values to find the index. The 
volume is reasonable for looping.



##########
pkg/encoding/dictionary.go:
##########
@@ -0,0 +1,250 @@
+// Licensed to Apache Software Foundation (ASF) under one or more contributor
+// license agreements. See the NOTICE file distributed with
+// this work for additional information regarding copyright
+// ownership. Apache Software Foundation (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 encoding
+
+import (
+       "bytes"
+       "fmt"
+       "math/bits"
+)
+
+// Dictionary is used for dictionary encoding.
+type Dictionary struct {
+       m       map[string]uint32
+       values  [][]byte
+       indices []uint32
+}
+
+// NewDictionary creates a dictionary.
+func NewDictionary() *Dictionary {
+       return &Dictionary{
+               m:       make(map[string]uint32),
+               values:  make([][]byte, 0),
+               indices: make([]uint32, 0),
+       }
+}
+
+// Reset resets the dictionary.
+func (d *Dictionary) Reset() {
+       clear(d.m)
+       d.values = d.values[:0]
+       d.indices = d.indices[:0]
+}
+
+// Add adds a value to the dictionary.
+func (d *Dictionary) Add(value []byte) {
+       if index, ok := d.m[string(value)]; ok {
+               d.indices = append(d.indices, index)
+               return
+       }
+       d.values = append(d.values, value)
+       index := uint32(len(d.values) - 1)
+       d.m[string(value)] = index
+       d.indices = append(d.indices, index)
+}
+
+// Encode encodes the dictionary.
+func (d *Dictionary) Encode(dst []byte) []byte {
+       dst = VarUint64ToBytes(dst, uint64(len(d.values)))
+       dst = EncodeBytesBlock(dst, d.values)
+       re := make([]uint32, 0)
+       re = encodeRLE(re, d.indices)
+       be := encodeBitPacking(re)
+       dst = append(dst, be...)
+       return dst
+}
+
+// Decode decodes the dictionary.
+func (d *Dictionary) Decode(src []byte) error {
+       src, count := BytesToVarUint64(src)
+       if count == 0 {
+               return nil
+       }
+
+       values, src, err := d.decodeBytesBlockWithTail(src, count)
+       if err != nil {
+               return err
+       }
+       d.values = values
+       d.m = make(map[string]uint32, len(d.values))
+       for i, value := range d.values {
+               d.m[string(value)] = uint32(i)
+       }
+
+       bd := make([]uint32, 0)

Review Comment:
   Reuse this slice. It can be field shared between Encode and Decode.



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