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minio_object_storage.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 storage
import (
"context"
"fmt"
"io"
"os"
"strings"
"github.com/minio/minio-go/v7"
"github.com/minio/minio-go/v7/pkg/credentials"
"go.uber.org/zap"
"github.com/milvus-io/milvus/internal/storage/aliyun"
"github.com/milvus-io/milvus/internal/storage/gcp"
"github.com/milvus-io/milvus/internal/storage/tencent"
"github.com/milvus-io/milvus/pkg/log"
"github.com/milvus-io/milvus/pkg/util/paramtable"
"github.com/milvus-io/milvus/pkg/util/retry"
)
var CheckBucketRetryAttempts uint = 20
var _ ObjectStorage = (*MinioObjectStorage)(nil)
type MinioObjectStorage struct {
*minio.Client
}
func newMinioClient(ctx context.Context, c *config) (*minio.Client, error) {
var creds *credentials.Credentials
newMinioFn := minio.New
bucketLookupType := minio.BucketLookupAuto
if c.useVirtualHost {
bucketLookupType = minio.BucketLookupDNS
}
matchedDefault := false
switch c.cloudProvider {
case CloudProviderAliyun:
// auto doesn't work for aliyun, so we set to dns deliberately
bucketLookupType = minio.BucketLookupDNS
if c.useIAM {
newMinioFn = aliyun.NewMinioClient
} else {
creds = credentials.NewStaticV4(c.accessKeyID, c.secretAccessKeyID, "")
}
case CloudProviderGCP:
newMinioFn = gcp.NewMinioClient
if !c.useIAM {
creds = credentials.NewStaticV2(c.accessKeyID, c.secretAccessKeyID, "")
}
case CloudProviderTencent:
bucketLookupType = minio.BucketLookupDNS
newMinioFn = tencent.NewMinioClient
if !c.useIAM {
creds = credentials.NewStaticV4(c.accessKeyID, c.secretAccessKeyID, "")
}
default: // aws, minio
matchedDefault = true
}
// Compatibility logic. If the cloud provider is not specified in the request,
// it shall be inferred based on the service address.
if matchedDefault {
matchedDefault = false
switch {
case strings.Contains(c.address, gcp.GcsDefaultAddress):
newMinioFn = gcp.NewMinioClient
if !c.useIAM {
creds = credentials.NewStaticV2(c.accessKeyID, c.secretAccessKeyID, "")
}
case strings.Contains(c.address, aliyun.OSSAddressFeatureString):
// auto doesn't work for aliyun, so we set to dns deliberately
bucketLookupType = minio.BucketLookupDNS
if c.useIAM {
newMinioFn = aliyun.NewMinioClient
} else {
creds = credentials.NewStaticV4(c.accessKeyID, c.secretAccessKeyID, "")
}
default:
matchedDefault = true
}
}
if matchedDefault {
// aws, minio
if c.useIAM {
creds = credentials.NewIAM("")
} else {
creds = credentials.NewStaticV4(c.accessKeyID, c.secretAccessKeyID, "")
}
}
// We must set the cert path by os environment variable "SSL_CERT_FILE",
// because the minio.DefaultTransport() need this path to read the file content,
// we shouldn't read this file by ourself.
if c.useSSL && len(c.sslCACert) > 0 {
err := os.Setenv("SSL_CERT_FILE", c.sslCACert)
if err != nil {
return nil, err
}
}
minioOpts := &minio.Options{
BucketLookup: bucketLookupType,
Creds: creds,
Secure: c.useSSL,
Region: c.region,
}
minIOClient, err := newMinioFn(c.address, minioOpts)
// options nil or invalid formatted endpoint, don't need to retry
if err != nil {
return nil, err
}
var bucketExists bool
// check valid in first query
checkBucketFn := func() error {
bucketExists, err = minIOClient.BucketExists(ctx, c.bucketName)
if err != nil {
log.Warn("failed to check blob bucket exist", zap.String("bucket", c.bucketName), zap.Error(err))
return err
}
if !bucketExists {
if c.createBucket {
log.Info("blob bucket not exist, create bucket.", zap.String("bucket name", c.bucketName))
err := minIOClient.MakeBucket(ctx, c.bucketName, minio.MakeBucketOptions{})
if err != nil {
log.Warn("failed to create blob bucket", zap.String("bucket", c.bucketName), zap.Error(err))
return err
}
} else {
return fmt.Errorf("bucket %s not Existed", c.bucketName)
}
}
return nil
}
err = retry.Do(ctx, checkBucketFn, retry.Attempts(CheckBucketRetryAttempts))
if err != nil {
return nil, err
}
return minIOClient, nil
}
func newMinioObjectStorageWithConfig(ctx context.Context, c *config) (*MinioObjectStorage, error) {
minIOClient, err := newMinioClient(ctx, c)
if err != nil {
return nil, err
}
return &MinioObjectStorage{minIOClient}, nil
}
func (minioObjectStorage *MinioObjectStorage) GetObject(ctx context.Context, bucketName, objectName string, offset int64, size int64) (FileReader, error) {
opts := minio.GetObjectOptions{}
if offset > 0 {
err := opts.SetRange(offset, offset+size-1)
if err != nil {
log.Warn("failed to set range", zap.String("bucket", bucketName), zap.String("path", objectName), zap.Error(err))
return nil, checkObjectStorageError(objectName, err)
}
}
object, err := minioObjectStorage.Client.GetObject(ctx, bucketName, objectName, opts)
if err != nil {
return nil, checkObjectStorageError(objectName, err)
}
return object, nil
}
func (minioObjectStorage *MinioObjectStorage) PutObject(ctx context.Context, bucketName, objectName string, reader io.Reader, objectSize int64) error {
_, err := minioObjectStorage.Client.PutObject(ctx, bucketName, objectName, reader, objectSize, minio.PutObjectOptions{})
return checkObjectStorageError(objectName, err)
}
func (minioObjectStorage *MinioObjectStorage) StatObject(ctx context.Context, bucketName, objectName string) (int64, error) {
info, err := minioObjectStorage.Client.StatObject(ctx, bucketName, objectName, minio.StatObjectOptions{})
return info.Size, checkObjectStorageError(objectName, err)
}
func (minioObjectStorage *MinioObjectStorage) WalkWithObjects(ctx context.Context, bucketName string, prefix string, recursive bool, walkFunc ChunkObjectWalkFunc) (err error) {
// if minio has lots of objects under the provided path
// recursive = true may timeout during the recursive browsing the objects.
// See also: https://github.com/milvus-io/milvus/issues/19095
// So we can change the `ListObjectsMaxKeys` to limit the max keys by batch to avoid timeout.
in := minioObjectStorage.Client.ListObjects(ctx, bucketName, minio.ListObjectsOptions{
Prefix: prefix,
Recursive: recursive,
MaxKeys: paramtable.Get().MinioCfg.ListObjectsMaxKeys.GetAsInt(),
})
for object := range in {
if object.Err != nil {
return object.Err
}
if !walkFunc(&ChunkObjectInfo{FilePath: object.Key, ModifyTime: object.LastModified}) {
return nil
}
}
return nil
}
func (minioObjectStorage *MinioObjectStorage) RemoveObject(ctx context.Context, bucketName, objectName string) error {
err := minioObjectStorage.Client.RemoveObject(ctx, bucketName, objectName, minio.RemoveObjectOptions{})
return checkObjectStorageError(objectName, err)
}