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fix: Avoid memory copy in RESTful search and query (#37674)
Custom `jsonRender` that encodes JSON data directly into the response stream, it uses less memory since it does not buffer the entire JSON structure before sending it, unlike `c.JSON` in `HTTPReturn`, which serializes the JSON fully in memory before writing it to the response. Benchmark testing shows that, using the custom render incurs no performance loss and reduces memory consumption by nearly 50%. issue: #37671 --------- Signed-off-by: bigsheeper <[email protected]>
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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. | ||
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package httpserver | ||
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import ( | ||
"net/http" | ||
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"github.com/milvus-io/milvus/internal/json" | ||
) | ||
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var jsonContentType = []string{"application/json; charset=utf-8"} | ||
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type jsonRender struct { | ||
Data any | ||
} | ||
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// Render writes data with custom ContentType. | ||
func (r jsonRender) Render(w http.ResponseWriter) error { | ||
r.WriteContentType(w) | ||
encoder := json.NewEncoder(w) | ||
return encoder.Encode(r.Data) | ||
} | ||
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// WriteContentType writes JSON ContentType. | ||
func (r jsonRender) WriteContentType(w http.ResponseWriter) { | ||
header := w.Header() | ||
if val := header["Content-Type"]; len(val) == 0 { | ||
header["Content-Type"] = jsonContentType | ||
} | ||
} |
101 changes: 101 additions & 0 deletions
101
internal/distributed/proxy/httpserver/json_render_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. | ||
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package httpserver | ||
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import ( | ||
"math/rand" | ||
"net/http" | ||
"net/http/httptest" | ||
"strings" | ||
"testing" | ||
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"github.com/gin-gonic/gin" | ||
) | ||
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var testResult = gin.H{ | ||
"message": "This is a test message", | ||
"data": make(map[string]interface{}), | ||
} | ||
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func init() { | ||
const chunkSize = 1024 | ||
rs := randomString(chunkSize) | ||
var sb strings.Builder | ||
for sb.Len() < 10*1024*1024 { | ||
sb.WriteString(rs) | ||
} | ||
testResult["data"] = sb.String() | ||
} | ||
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func randomString(length int) string { | ||
const charset = "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789" | ||
var result strings.Builder | ||
for i := 0; i < length; i++ { | ||
result.WriteByte(charset[rand.Intn(len(charset))]) | ||
} | ||
return result.String() | ||
} | ||
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func BenchmarkHTTPReturn(b *testing.B) { | ||
// Set Gin to test mode to prevent output to stdout | ||
gin.SetMode(gin.TestMode) | ||
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b.Run("test HTTPReturn", func(b *testing.B) { | ||
router := gin.New() | ||
router.GET("/test1", func(c *gin.Context) { | ||
HTTPReturn(c, http.StatusOK, testResult) | ||
}) | ||
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b.ResetTimer() | ||
for i := 0; i < b.N; i++ { | ||
req := httptest.NewRequest("GET", "/test1", nil) | ||
w := httptest.NewRecorder() | ||
router.ServeHTTP(w, req) | ||
} | ||
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b.ReportAllocs() | ||
}) | ||
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b.Run("test HTTPReturnStream", func(b *testing.B) { | ||
router := gin.New() | ||
router.GET("/test2", func(c *gin.Context) { | ||
HTTPReturnStream(c, http.StatusOK, testResult) | ||
}) | ||
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b.ResetTimer() | ||
for i := 0; i < b.N; i++ { | ||
req := httptest.NewRequest("GET", "/test2", nil) | ||
w := httptest.NewRecorder() | ||
router.ServeHTTP(w, req) | ||
} | ||
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b.ReportAllocs() | ||
}) | ||
} | ||
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// goos: linux | ||
// goarch: amd64 | ||
// pkg: github.com/milvus-io/milvus/internal/distributed/proxy/httpserver | ||
// cpu: Intel(R) Core(TM) i7-8700 CPU @ 3.20GHz | ||
// BenchmarkHTTPReturn | ||
// BenchmarkHTTPReturn/test_HTTPReturn | ||
// BenchmarkHTTPReturn/test_HTTPReturn-12 87 13127452 ns/op 27992718 B/op 34 allocs/op | ||
// BenchmarkHTTPReturn/test_HTTPReturnStream | ||
// BenchmarkHTTPReturn/test_HTTPReturnStream-12 87 12804875 ns/op 14361636 B/op 31 allocs/op | ||
// PASS | ||
// | ||
// Process finished with the exit code 0 |
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