milvus/internal/util/function/models/utils/embedding_util.go
junjiejiangjjj 4202c775ba
feat: Support vllm and tei rerank (#41947)
https://github.com/milvus-io/milvus/issues/35856

Signed-off-by: junjie.jiang <junjie.jiang@zilliz.com>
2025-05-28 19:18:28 +08:00

70 lines
1.9 KiB
Go

// 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 utils
import (
"bytes"
"context"
"fmt"
"io"
"math/rand"
"net/http"
"time"
)
const DefaultTimeout int64 = 30
func send(req *http.Request) ([]byte, error) {
resp, err := http.DefaultClient.Do(req)
if err != nil {
return nil, err
}
defer resp.Body.Close()
body, err := io.ReadAll(resp.Body)
if err != nil {
return nil, fmt.Errorf("Call service failed, read response failed, errs:[%v]", err)
}
if resp.StatusCode != http.StatusOK {
return nil, fmt.Errorf("Call service failed, errs:[%s, %s]", resp.Status, body)
}
return body, nil
}
func RetrySend(ctx context.Context, data []byte, httpMethod string, url string, headers map[string]string, maxRetries int) ([]byte, error) {
var err error
var body []byte
for i := 0; i < maxRetries; i++ {
req, reqErr := http.NewRequestWithContext(ctx, httpMethod, url, bytes.NewBuffer(data))
if reqErr != nil {
return nil, reqErr
}
for k, v := range headers {
req.Header.Set(k, v)
}
body, err = send(req)
if err == nil {
return body, nil
}
backoffDelay := 1 << uint(i) * time.Second
jitter := time.Duration(rand.Int63n(int64(backoffDelay / 4)))
time.Sleep(backoffDelay + jitter)
}
return nil, err
}