498b235461
Build and test / Build and test AMD64 Ubuntu 22.04 (push) Failing after 0s
Publish Builder / amazonlinux2023 (push) Failing after 1s
Build and test / UT for Go (push) Has been skipped
Publish KRTE Images / KRTE (push) Failing after 1s
Build and test / Integration Test (push) Has been skipped
Build and test / Upload Code Coverage (push) Has been skipped
Publish Builder / rockylinux9 (push) Failing after 1s
Publish Builder / ubuntu22.04 (push) Failing after 0s
Publish Builder / ubuntu24.04 (push) Failing after 0s
Publish Gpu Builder / publish-gpu-builder (push) Failing after 1s
Publish Test Images / PyTest (push) Failing after 0s
Build and test / UT for Cpp (push) Has been cancelled
462 lines
15 KiB
Go
462 lines
15 KiB
Go
// Copyright 2023 Zilliz
|
|
//
|
|
// 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 packed
|
|
|
|
/*
|
|
#cgo pkg-config: milvus_core
|
|
|
|
#include <stdlib.h>
|
|
#include "storage/loon_ffi/ffi_reader_c.h"
|
|
#include "arrow/c/abi.h"
|
|
#include "arrow/c/helpers.h"
|
|
|
|
CStatus NewPackedFFIReaderWithColumnGroups(
|
|
const LoonColumnGroups* column_groups,
|
|
struct ArrowSchema* schema,
|
|
char** needed_columns,
|
|
int64_t needed_columns_size,
|
|
CFFIPackedReader* c_loon_reader,
|
|
CStorageConfig c_storage_config,
|
|
CPluginContext* c_plugin_context,
|
|
int64_t collection_id,
|
|
const char* external_source,
|
|
const char* external_spec);
|
|
*/
|
|
import "C"
|
|
|
|
import (
|
|
"context"
|
|
"io"
|
|
"unsafe"
|
|
|
|
"github.com/apache/arrow/go/v17/arrow"
|
|
"github.com/apache/arrow/go/v17/arrow/cdata"
|
|
|
|
"github.com/milvus-io/milvus/pkg/v3/mlog"
|
|
"github.com/milvus-io/milvus/pkg/v3/proto/indexcgopb"
|
|
"github.com/milvus-io/milvus/pkg/v3/proto/indexpb"
|
|
"github.com/milvus-io/milvus/pkg/v3/util/merr"
|
|
)
|
|
|
|
// ExternalReaderContext carries per-collection context needed by the FFI
|
|
// reader to resolve extfs aliases for external collections. Zero value is
|
|
// safe for non-external collections.
|
|
type ExternalReaderContext = ExternalSpecContext
|
|
|
|
// NewFFIPackedReader opens a StorageV3 manifest reader with optional external
|
|
// reader context.
|
|
func NewFFIPackedReader(manifestPath string, schema *arrow.Schema, neededColumns []string, bufferSize int64, storageConfig *indexpb.StorageConfig, storagePluginContext *indexcgopb.StoragePluginContext, ext ExternalReaderContext) (*FFIPackedReader, error) {
|
|
return NewFFIPackedReaderWithExtfs(
|
|
manifestPath,
|
|
schema,
|
|
neededColumns,
|
|
bufferSize,
|
|
storageConfig,
|
|
storagePluginContext,
|
|
ext,
|
|
)
|
|
}
|
|
|
|
// NewFFIPackedReaderWithExtfs opens a StorageV3 manifest after injecting
|
|
// external filesystem properties for source manifests referenced by
|
|
// milvus-table external collections.
|
|
func NewFFIPackedReaderWithExtfs(
|
|
manifestPath string,
|
|
schema *arrow.Schema,
|
|
neededColumns []string,
|
|
bufferSize int64,
|
|
storageConfig *indexpb.StorageConfig,
|
|
storagePluginContext *indexcgopb.StoragePluginContext,
|
|
extfs ExternalSpecContext,
|
|
) (*FFIPackedReader, error) {
|
|
cLoonManifest, err := GetManifestHandleWithExtfs(manifestPath, storageConfig, extfs)
|
|
if err != nil {
|
|
return nil, merr.Wrap(err, "failed to get manifest")
|
|
}
|
|
defer C.loon_manifest_destroy(cLoonManifest)
|
|
|
|
return openFFIPackedReader(schema, neededColumns, bufferSize, storageConfig, storagePluginContext, extfs,
|
|
func(cSchema *C.struct_ArrowSchema,
|
|
cNeededColumnArray **C.char,
|
|
cNumColumns C.int64_t,
|
|
cPackedReader *C.CFFIPackedReader,
|
|
cStorageConfig C.CStorageConfig,
|
|
pluginContextPtr *C.CPluginContext,
|
|
collectionID C.int64_t,
|
|
cExternalSource *C.char,
|
|
cExternalSpec *C.char,
|
|
) C.CStatus {
|
|
return C.NewPackedFFIReaderWithManifest(
|
|
cLoonManifest,
|
|
cSchema,
|
|
cNeededColumnArray,
|
|
cNumColumns,
|
|
cPackedReader,
|
|
cStorageConfig,
|
|
pluginContextPtr,
|
|
collectionID,
|
|
cExternalSource,
|
|
cExternalSpec,
|
|
)
|
|
})
|
|
}
|
|
|
|
// NewFFIPackedReaderWithFragments opens a packed reader from explicit physical
|
|
// fragments. It is used for StorageV3 deltalogs where the manifest already
|
|
// provides each file's EntriesNum and the caller must preserve those row
|
|
// boundaries when constructing column groups.
|
|
func NewFFIPackedReaderWithFragments(
|
|
columns []string,
|
|
format string,
|
|
fragments []Fragment,
|
|
schema *arrow.Schema,
|
|
neededColumns []string,
|
|
bufferSize int64,
|
|
storageConfig *indexpb.StorageConfig,
|
|
storagePluginContext *indexcgopb.StoragePluginContext,
|
|
extfs ExternalSpecContext,
|
|
) (*FFIPackedReader, error) {
|
|
readerFragments, err := resolveFFIReaderFragments(fragments, storageConfig, extfs)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
cColumnGroups, err := createColumnGroups(columns, format, readerFragments)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
defer C.loon_column_groups_destroy(cColumnGroups)
|
|
|
|
return openFFIPackedReader(schema, neededColumns, bufferSize, storageConfig, storagePluginContext, extfs,
|
|
func(cSchema *C.struct_ArrowSchema,
|
|
cNeededColumnArray **C.char,
|
|
cNumColumns C.int64_t,
|
|
cPackedReader *C.CFFIPackedReader,
|
|
cStorageConfig C.CStorageConfig,
|
|
pluginContextPtr *C.CPluginContext,
|
|
collectionID C.int64_t,
|
|
cExternalSource *C.char,
|
|
cExternalSpec *C.char,
|
|
) C.CStatus {
|
|
return C.NewPackedFFIReaderWithColumnGroups(
|
|
cColumnGroups,
|
|
cSchema,
|
|
cNeededColumnArray,
|
|
cNumColumns,
|
|
cPackedReader,
|
|
cStorageConfig,
|
|
pluginContextPtr,
|
|
collectionID,
|
|
cExternalSource,
|
|
cExternalSpec,
|
|
)
|
|
})
|
|
}
|
|
|
|
type ffiReaderOpenFunc func(
|
|
cSchema *C.struct_ArrowSchema,
|
|
cNeededColumnArray **C.char,
|
|
cNumColumns C.int64_t,
|
|
cPackedReader *C.CFFIPackedReader,
|
|
cStorageConfig C.CStorageConfig,
|
|
pluginContextPtr *C.CPluginContext,
|
|
collectionID C.int64_t,
|
|
cExternalSource *C.char,
|
|
cExternalSpec *C.char,
|
|
) C.CStatus
|
|
|
|
func openFFIPackedReader(
|
|
schema *arrow.Schema,
|
|
neededColumns []string,
|
|
bufferSize int64,
|
|
storageConfig *indexpb.StorageConfig,
|
|
storagePluginContext *indexcgopb.StoragePluginContext,
|
|
extfs ExternalSpecContext,
|
|
open ffiReaderOpenFunc,
|
|
) (*FFIPackedReader, error) {
|
|
var cas cdata.CArrowSchema
|
|
cdata.ExportArrowSchema(schema, &cas)
|
|
cSchema := (*C.struct_ArrowSchema)(unsafe.Pointer(&cas))
|
|
defer cdata.ReleaseCArrowSchema(&cas)
|
|
|
|
var cPackedReader C.CFFIPackedReader
|
|
|
|
pluginContextPtr, cleanupPluginContext := newCPluginContext(storagePluginContext)
|
|
defer cleanupPluginContext()
|
|
|
|
if storageConfig == nil {
|
|
return nil, merr.WrapErrServiceInternalMsg("storageConfig is required")
|
|
}
|
|
cStorageConfig, cleanupStorageConfig := newCStorageConfig(storageConfig)
|
|
defer cleanupStorageConfig()
|
|
|
|
cNeededColumnArray, cNumColumns, cleanupNeededColumns := newCNeededColumns(neededColumns)
|
|
defer cleanupNeededColumns()
|
|
|
|
cExternalSource, cExternalSpec, cleanupExternalContext := newCExternalContext(extfs.Source, extfs.Spec)
|
|
defer cleanupExternalContext()
|
|
|
|
status := open(
|
|
cSchema,
|
|
cNeededColumnArray,
|
|
cNumColumns,
|
|
&cPackedReader,
|
|
cStorageConfig,
|
|
pluginContextPtr,
|
|
C.int64_t(extfs.CollectionID),
|
|
cExternalSource,
|
|
cExternalSpec,
|
|
)
|
|
if err := ConsumeCStatusIntoError(&status); err != nil {
|
|
return nil, err
|
|
}
|
|
|
|
// Get the ArrowArrayStream
|
|
var cStream cdata.CArrowArrayStream
|
|
status = C.GetFFIReaderStream(cPackedReader, C.int64_t(8196), (*C.struct_ArrowArrayStream)(unsafe.Pointer(&cStream)))
|
|
if err := ConsumeCStatusIntoError(&status); err != nil {
|
|
C.CloseFFIReader(cPackedReader)
|
|
return nil, merr.WrapErrStorage(err, "failed to get reader stream")
|
|
}
|
|
|
|
// Import the stream as a RecordReader
|
|
recordReader, err := cdata.ImportCRecordReader(&cStream, schema)
|
|
if err != nil {
|
|
C.CloseFFIReader(cPackedReader)
|
|
return nil, merr.WrapErrStorage(err, "failed to import record reader")
|
|
}
|
|
|
|
return &FFIPackedReader{
|
|
cPackedReader: cPackedReader,
|
|
recordReader: recordReader,
|
|
schema: schema,
|
|
}, nil
|
|
}
|
|
|
|
func newCPluginContext(storagePluginContext *indexcgopb.StoragePluginContext) (*C.CPluginContext, func()) {
|
|
if storagePluginContext == nil {
|
|
return nil, func() {}
|
|
}
|
|
ckey := C.CString(storagePluginContext.EncryptionKey)
|
|
pluginContext := &C.CPluginContext{
|
|
ez_id: C.int64_t(storagePluginContext.EncryptionZoneId),
|
|
collection_id: C.int64_t(storagePluginContext.CollectionId),
|
|
key: ckey,
|
|
}
|
|
return pluginContext, func() {
|
|
C.free(unsafe.Pointer(ckey))
|
|
}
|
|
}
|
|
|
|
func newCStorageConfig(storageConfig *indexpb.StorageConfig) (C.CStorageConfig, func()) {
|
|
cStorageConfig := C.CStorageConfig{
|
|
address: C.CString(storageConfig.GetAddress()),
|
|
bucket_name: C.CString(storageConfig.GetBucketName()),
|
|
access_key_id: C.CString(storageConfig.GetAccessKeyID()),
|
|
access_key_value: C.CString(storageConfig.GetSecretAccessKey()),
|
|
root_path: C.CString(storageConfig.GetRootPath()),
|
|
storage_type: C.CString(storageConfig.GetStorageType()),
|
|
cloud_provider: C.CString(storageConfig.GetCloudProvider()),
|
|
iam_endpoint: C.CString(storageConfig.GetIAMEndpoint()),
|
|
log_level: C.CString("warn"),
|
|
useSSL: C.bool(storageConfig.GetUseSSL()),
|
|
sslCACert: C.CString(storageConfig.GetSslCACert()),
|
|
useIAM: C.bool(storageConfig.GetUseIAM()),
|
|
region: C.CString(storageConfig.GetRegion()),
|
|
useVirtualHost: C.bool(storageConfig.GetUseVirtualHost()),
|
|
requestTimeoutMs: C.int64_t(storageConfig.GetRequestTimeoutMs()),
|
|
gcp_credential_json: C.CString(storageConfig.GetGcpCredentialJSON()),
|
|
use_custom_part_upload: true,
|
|
max_connections: C.uint32_t(storageConfig.GetMaxConnections()),
|
|
tls_min_version: C.CString(tlsMinVersionForStorage(storageConfig.GetSslTlsMinVersion())),
|
|
use_crc32c_checksum: C.bool(storageConfig.GetUseCrc32CChecksum()),
|
|
}
|
|
return cStorageConfig, func() {
|
|
C.free(unsafe.Pointer(cStorageConfig.address))
|
|
C.free(unsafe.Pointer(cStorageConfig.bucket_name))
|
|
C.free(unsafe.Pointer(cStorageConfig.access_key_id))
|
|
C.free(unsafe.Pointer(cStorageConfig.access_key_value))
|
|
C.free(unsafe.Pointer(cStorageConfig.root_path))
|
|
C.free(unsafe.Pointer(cStorageConfig.storage_type))
|
|
C.free(unsafe.Pointer(cStorageConfig.cloud_provider))
|
|
C.free(unsafe.Pointer(cStorageConfig.iam_endpoint))
|
|
C.free(unsafe.Pointer(cStorageConfig.log_level))
|
|
C.free(unsafe.Pointer(cStorageConfig.sslCACert))
|
|
C.free(unsafe.Pointer(cStorageConfig.region))
|
|
C.free(unsafe.Pointer(cStorageConfig.gcp_credential_json))
|
|
C.free(unsafe.Pointer(cStorageConfig.tls_min_version))
|
|
}
|
|
}
|
|
|
|
func newCNeededColumns(neededColumns []string) (**C.char, C.int64_t, func()) {
|
|
cNeededColumn := make([]*C.char, len(neededColumns))
|
|
for i, columnName := range neededColumns {
|
|
cNeededColumn[i] = C.CString(columnName)
|
|
}
|
|
cleanup := func() {
|
|
for _, columnName := range cNeededColumn {
|
|
C.free(unsafe.Pointer(columnName))
|
|
}
|
|
}
|
|
if len(cNeededColumn) == 0 {
|
|
return nil, 0, cleanup
|
|
}
|
|
return (**C.char)(unsafe.Pointer(&cNeededColumn[0])), C.int64_t(len(cNeededColumn)), cleanup
|
|
}
|
|
|
|
func newCExternalContext(externalSource, externalSpec string) (*C.char, *C.char, func()) {
|
|
if externalSource == "" {
|
|
return nil, nil, func() {}
|
|
}
|
|
cExternalSource := C.CString(externalSource)
|
|
var cExternalSpec *C.char
|
|
if externalSpec != "" {
|
|
cExternalSpec = C.CString(externalSpec)
|
|
}
|
|
return cExternalSource, cExternalSpec, func() {
|
|
C.free(unsafe.Pointer(cExternalSource))
|
|
if cExternalSpec != nil {
|
|
C.free(unsafe.Pointer(cExternalSpec))
|
|
}
|
|
}
|
|
}
|
|
|
|
func resolveFFIReaderFragments(
|
|
fragments []Fragment,
|
|
storageConfig *indexpb.StorageConfig,
|
|
extfs ExternalSpecContext,
|
|
) ([]Fragment, error) {
|
|
if extfs.Source == "" {
|
|
return fragments, nil
|
|
}
|
|
cProperties, err := MakePropertiesFromStorageConfig(storageConfig, nil)
|
|
if err != nil {
|
|
return nil, merr.Wrap(err, "failed to create properties")
|
|
}
|
|
defer C.loon_properties_free(cProperties)
|
|
if err := injectExternalSpecProperties(cProperties, extfs.CollectionID, extfs.Source, extfs.Spec); err != nil {
|
|
return nil, merr.Wrap(err, "inject extfs")
|
|
}
|
|
|
|
resolvedFragments := make([]Fragment, len(fragments))
|
|
copy(resolvedFragments, fragments)
|
|
for i := range resolvedFragments {
|
|
resolvedPath, err := resolveExternalSourceRelativePath(resolvedFragments[i].FilePath, cProperties, extfs)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
resolvedFragments[i].FilePath = resolvedPath
|
|
}
|
|
return resolvedFragments, nil
|
|
}
|
|
|
|
// ReadNext reads the next record batch from the reader
|
|
func (r *FFIPackedReader) ReadNext() (rec arrow.Record, err error) {
|
|
if r.recordReader == nil {
|
|
return nil, io.EOF
|
|
}
|
|
|
|
rec, err = r.recordReader.Read()
|
|
if err != nil {
|
|
if err == io.EOF {
|
|
return nil, io.EOF
|
|
}
|
|
return nil, merr.WrapErrStorage(err, "failed to read next record")
|
|
}
|
|
|
|
return rec, nil
|
|
}
|
|
|
|
// Close closes the FFI reader
|
|
func (r *FFIPackedReader) Close() error {
|
|
if r.cPackedReader == nil {
|
|
return nil
|
|
}
|
|
|
|
// no need to manual release current batch
|
|
// stream reader handles it
|
|
|
|
if r.recordReader != nil {
|
|
r.recordReader = nil
|
|
}
|
|
|
|
status := C.CloseFFIReader(r.cPackedReader)
|
|
r.cPackedReader = nil
|
|
return ConsumeCStatusIntoError(&status)
|
|
}
|
|
|
|
// Schema returns the schema of the reader
|
|
func (r *FFIPackedReader) Schema() *arrow.Schema {
|
|
return r.schema
|
|
}
|
|
|
|
// Retain increases the reference count
|
|
func (r *FFIPackedReader) Retain() {
|
|
}
|
|
|
|
// Release decreases the reference count
|
|
func (r *FFIPackedReader) Release() {
|
|
r.Close()
|
|
}
|
|
|
|
func GetManifestHandle(manifestPath string, storageConfig *indexpb.StorageConfig) (loonManifestHandle *C.LoonManifest, err error) {
|
|
return GetManifestHandleWithExtfs(manifestPath, storageConfig, ExternalSpecContext{})
|
|
}
|
|
|
|
// GetManifestHandleWithExtfs opens a StorageV3 manifest with optional extfs
|
|
// properties so external source manifests can be resolved with their own
|
|
// storage credentials and endpoint aliases.
|
|
func GetManifestHandleWithExtfs(
|
|
manifestPath string,
|
|
storageConfig *indexpb.StorageConfig,
|
|
extfs ExternalSpecContext,
|
|
) (loonManifestHandle *C.LoonManifest, err error) {
|
|
var cManifestHandle *C.LoonManifest
|
|
basePath, version, err := UnmarshalManifestPath(manifestPath)
|
|
if err != nil {
|
|
return cManifestHandle, err
|
|
}
|
|
mlog.Info(context.TODO(), "GetManifest", mlog.String("manifestPath", manifestPath), mlog.String("basePath", basePath), mlog.Int64("version", version))
|
|
|
|
cProperties, err := MakePropertiesFromStorageConfig(storageConfig, nil)
|
|
if err != nil {
|
|
return cManifestHandle, err
|
|
}
|
|
defer C.loon_properties_free(cProperties)
|
|
if err := injectExternalSpecProperties(cProperties, extfs.CollectionID, extfs.Source, extfs.Spec); err != nil {
|
|
return cManifestHandle, merr.Wrap(err, "inject extfs")
|
|
}
|
|
cBasePath := C.CString(basePath)
|
|
defer C.free(unsafe.Pointer(cBasePath))
|
|
|
|
var cTransactionHandle C.LoonTransactionHandle
|
|
result := C.loon_transaction_begin(cBasePath, cProperties, C.int64_t(version), C.int32_t(0) /* resolve_id */, C.uint32_t(1) /* retry_limit */, &cTransactionHandle)
|
|
err = HandleLoonFFIResult(result)
|
|
if err != nil {
|
|
return cManifestHandle, err
|
|
}
|
|
defer C.loon_transaction_destroy(cTransactionHandle)
|
|
|
|
result = C.loon_transaction_get_manifest(cTransactionHandle, &cManifestHandle)
|
|
err = HandleLoonFFIResult(result)
|
|
if err != nil {
|
|
return cManifestHandle, err
|
|
}
|
|
|
|
return cManifestHandle, nil
|
|
}
|
|
|
|
// Ensure FFIPackedReader implements array.RecordReader interface
|
|
// var _ array.RecordReader = (*FFIPackedReader)(nil)
|