mirror of
https://github.com/hanzo-ml/kserve.git
synced 2026-10-30 20:53:49 +00:00
234 lines
5.9 KiB
Go
234 lines
5.9 KiB
Go
/*
|
|
Copyright 2025 The KServe Authors.
|
|
Licensed 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 logger
|
|
|
|
import (
|
|
"context"
|
|
"errors"
|
|
"fmt"
|
|
"net/url"
|
|
"path"
|
|
"strings"
|
|
|
|
"go.uber.org/zap"
|
|
|
|
"github.com/kserve/kserve/pkg/agent/storage"
|
|
)
|
|
|
|
type StorageStrategy string
|
|
|
|
const (
|
|
S3Storage StorageStrategy = "s3"
|
|
GCSStorage StorageStrategy = "gcs"
|
|
AzureStorage StorageStrategy = "abfs"
|
|
HttpStorage StorageStrategy = "http"
|
|
)
|
|
|
|
const (
|
|
S3Prefix string = "s3"
|
|
GCSPrefix string = "gs"
|
|
AzurePrefix string = "abfs"
|
|
)
|
|
|
|
const DefaultStorage = HttpStorage
|
|
|
|
func GetStorageStrategy(url string) StorageStrategy {
|
|
// http, https
|
|
switch {
|
|
case strings.HasPrefix(url, "http"): // http, https
|
|
return HttpStorage
|
|
|
|
case strings.HasPrefix(url, "s3"): // s3, s3a
|
|
return S3Storage
|
|
case strings.HasPrefix(url, "gs"): // gcs
|
|
return GCSStorage
|
|
case strings.HasPrefix(url, "abfs"):
|
|
return AzureStorage
|
|
default:
|
|
return DefaultStorage
|
|
}
|
|
}
|
|
|
|
// MarshalResponse contains the marshalled output for a batch.
|
|
type MarshalResponse struct {
|
|
Data []byte
|
|
Extension string
|
|
}
|
|
|
|
// Marshaller transforms a batch of log requests into marshalled bytes for storage.
|
|
type Marshaller interface {
|
|
Marshal(batch []LogRequest) (*MarshalResponse, error)
|
|
}
|
|
|
|
// BatchStrategy accumulates individual log requests and emits batches.
|
|
// Run reads from in, batches records according to its policy, and writes
|
|
// batches to out. Run MUST close out when in is closed and all remaining
|
|
// records have been flushed. Run MUST respect ctx cancellation.
|
|
type BatchStrategy interface {
|
|
Run(ctx context.Context, in <-chan LogRequest, out chan<- []LogRequest)
|
|
}
|
|
|
|
type Store interface {
|
|
Store(logUrl *url.URL, batch []LogRequest) error
|
|
}
|
|
|
|
type BlobStore struct {
|
|
storePath string
|
|
log *zap.SugaredLogger
|
|
marshaller Marshaller
|
|
provider storage.Provider
|
|
}
|
|
|
|
var _ Store = &BlobStore{}
|
|
|
|
func NewBlobStore(logStorePath string, marshaller Marshaller, provider storage.Provider, log *zap.SugaredLogger) *BlobStore {
|
|
return &BlobStore{
|
|
storePath: logStorePath,
|
|
marshaller: marshaller,
|
|
log: log,
|
|
provider: provider,
|
|
}
|
|
}
|
|
|
|
func NewStoreForScheme(scheme string, logStorePath string, marshaller Marshaller, log *zap.SugaredLogger) (Store, error) {
|
|
// Convert to a Protocol to reuse existing types
|
|
if !strings.HasSuffix(scheme, "://") {
|
|
scheme += "://"
|
|
}
|
|
protocol := storage.Protocol(scheme)
|
|
provider, err := storage.GetProvider(map[storage.Protocol]storage.Provider{}, protocol)
|
|
if err != nil {
|
|
return nil, fmt.Errorf("failed to create storage provider: %w", err)
|
|
}
|
|
switch protocol {
|
|
case storage.AZURE:
|
|
fallthrough
|
|
case storage.GCS:
|
|
fallthrough
|
|
case storage.S3:
|
|
return NewBlobStore(logStorePath, marshaller, provider, log), nil
|
|
}
|
|
return nil, fmt.Errorf("unsupported protocol %s", protocol)
|
|
}
|
|
|
|
func (s *BlobStore) Store(logUrl *url.URL, batch []LogRequest) error {
|
|
if logUrl == nil {
|
|
return errors.New("log url is invalid")
|
|
}
|
|
if len(batch) == 0 {
|
|
return errors.New("empty batch")
|
|
}
|
|
|
|
response, err := s.marshaller.Marshal(batch)
|
|
if err != nil {
|
|
s.log.Error(err)
|
|
return err
|
|
}
|
|
|
|
bucket, configPrefix, err := parseBlobStoreURL(logUrl.String(), s.log)
|
|
if err != nil {
|
|
s.log.Error(err)
|
|
return err
|
|
}
|
|
|
|
if bucket == "" {
|
|
return errors.New("no bucket specified in url")
|
|
}
|
|
|
|
// Use the first record for object key generation (prefix, id, type).
|
|
objectKey, err := s.getObjectKey(configPrefix, &batch[0], response.Extension)
|
|
if err != nil {
|
|
s.log.Error(err)
|
|
return err
|
|
}
|
|
|
|
err = s.provider.UploadObject(bucket, objectKey, response.Data)
|
|
if err != nil {
|
|
s.log.Error(err)
|
|
return err
|
|
}
|
|
s.log.Info("Successfully uploaded object")
|
|
return nil
|
|
}
|
|
|
|
func (s *BlobStore) getObjectPrefix(configPrefix string, request *LogRequest) (string, error) {
|
|
if request == nil {
|
|
return "", errors.New("log request is invalid")
|
|
}
|
|
|
|
var parts []string
|
|
if configPrefix != "" {
|
|
parts = append(parts, configPrefix)
|
|
}
|
|
if request.Namespace != "" {
|
|
parts = append(parts, request.Namespace)
|
|
}
|
|
if request.InferenceService != "" {
|
|
parts = append(parts, request.InferenceService)
|
|
}
|
|
if request.Component != "" {
|
|
parts = append(parts, request.Component)
|
|
}
|
|
|
|
if s.storePath != "" {
|
|
parts = append(parts, s.storePath)
|
|
}
|
|
return path.Join(parts...), nil
|
|
}
|
|
|
|
func (s *BlobStore) getObjectKey(configPrefix string, request *LogRequest, extension string) (string, error) {
|
|
if request == nil {
|
|
return "", errors.New("log request is invalid")
|
|
}
|
|
|
|
prefix, err := s.getObjectPrefix(configPrefix, request)
|
|
if err != nil {
|
|
return "", err
|
|
}
|
|
|
|
typeEnd := strings.LastIndex(request.ReqType, ".")
|
|
if typeEnd == -1 {
|
|
return "", fmt.Errorf("invalid request type: %s", request.ReqType)
|
|
}
|
|
|
|
reqType := request.ReqType[typeEnd+1:]
|
|
|
|
return fmt.Sprintf("%s/%s-%s.%s", prefix, request.Id, reqType, extension), nil
|
|
}
|
|
|
|
func isValidScheme(scheme string) bool {
|
|
return strings.HasPrefix(scheme, S3Prefix) || strings.HasPrefix(scheme, GCSPrefix) || strings.HasPrefix(scheme, AzurePrefix)
|
|
}
|
|
|
|
func parseBlobStoreURL(blobStoreUrl string, log *zap.SugaredLogger) (bucket, key string, err error) {
|
|
u, err := url.Parse(blobStoreUrl)
|
|
if err != nil {
|
|
return "", "", err
|
|
}
|
|
|
|
if !isValidScheme(u.Scheme) {
|
|
return "", "", fmt.Errorf("invalid scheme: %q", u.Scheme)
|
|
}
|
|
|
|
bucket = u.Host
|
|
if u.User != nil {
|
|
// azure URLs follow the format https://user@host/path/to/file where user is the bucket name.
|
|
bucket = u.User.Username()
|
|
}
|
|
// u.Path starts with a "/" so trim it off.
|
|
key = strings.TrimPrefix(u.Path, "/")
|
|
log.Debugf("Returning bucket: %s", bucket)
|
|
return bucket, key, nil
|
|
}
|