enhance: enhance the accuracy of memory usage (#28554)

before this, Milvus use container/system's memory info to get the memory
usage, which could be inaccurate.

we allocates the memory by private anon mmap,
then `rss - shared` would be the accurate memory usage

resolve #28553

---------

Signed-off-by: yah01 <yah2er0ne@outlook.com>
pull/28624/head
yah01 2023-11-23 15:12:23 +08:00 committed by GitHub
parent 55800ade84
commit c96d07682e
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
6 changed files with 109 additions and 37 deletions

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@ -160,4 +160,4 @@ issues:
max-same-issues: 0
service:
golangci-lint-version: 1.51.0 # use the fixed version to not introduce new linters unexpectedly
golangci-lint-version: 1.55.2 # use the fixed version to not introduce new linters unexpectedly

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@ -33,8 +33,6 @@
namespace milvus {
static int mmap_flags = MAP_SHARED;
class ColumnBase {
public:
// memory mode ctor
@ -56,7 +54,7 @@ class ColumnBase {
data_ = static_cast<char*>(mmap(nullptr,
cap_size_ + padding_,
PROT_READ | PROT_WRITE,
mmap_flags | MAP_ANON,
MAP_PRIVATE | MAP_ANON,
-1,
0));
AssertInfo(
@ -77,7 +75,7 @@ class ColumnBase {
data_ = static_cast<char*>(mmap(nullptr,
cap_size_ + padding_,
PROT_READ,
mmap_flags,
MAP_SHARED,
file.Descriptor(),
0));
AssertInfo(data_ != MAP_FAILED,
@ -100,7 +98,7 @@ class ColumnBase {
data_ = static_cast<char*>(mmap(nullptr,
cap_size_ + padding_,
PROT_READ,
mmap_flags,
MAP_SHARED,
file.Descriptor(),
0));
AssertInfo(data_ != MAP_FAILED,
@ -191,7 +189,7 @@ class ColumnBase {
auto data = static_cast<char*>(mmap(nullptr,
new_size + padding_,
PROT_READ | PROT_WRITE,
mmap_flags | MAP_ANON,
MAP_PRIVATE | MAP_ANON,
-1,
0));

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@ -772,7 +772,7 @@ func convertEmptyStringToByte(value string) ([]byte, error) {
if len(value) == 0 {
return EmptyValueByte, nil
} else if value == EmptyValueString {
return nil, fmt.Errorf("Value for key is reserved by EmptyValue: %s", EmptyValueString)
return nil, fmt.Errorf("value for key is reserved by EmptyValue: %s", EmptyValueString)
}
return []byte(value), nil
}

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@ -106,35 +106,6 @@ func GetMemoryCount() uint64 {
return stats.Total
}
// GetUsedMemoryCount returns the memory usage in bytes.
func GetUsedMemoryCount() uint64 {
icOnce.Do(func() {
ic, icErr = inContainer()
})
if icErr != nil {
log.Error(icErr.Error())
return 0
}
if ic {
// in container, calculate by `cgroups`
used, err := getContainerMemUsed()
if err != nil {
log.Warn("failed to get container memory used", zap.Error(err))
return 0
}
return used
}
// not in container, calculate by `gopsutil`
stats, err := mem.VirtualMemory()
if err != nil {
log.Warn("failed to get memory usage count",
zap.Error(err))
return 0
}
return stats.Used
}
// GetFreeMemoryCount returns the free memory in bytes.
func GetFreeMemoryCount() uint64 {
return GetMemoryCount() - GetUsedMemoryCount()

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@ -0,0 +1,49 @@
// Copyright (C) 2019-2020 Zilliz. All rights reserved.
//
// 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.
//go:build !darwin && !openbsd && !freebsd
// +build !darwin,!openbsd,!freebsd
package hardware
import (
"os"
"github.com/shirou/gopsutil/v3/process"
"go.uber.org/zap"
"github.com/milvus-io/milvus/pkg/log"
)
var proc *process.Process
func init() {
var err error
proc, err = process.NewProcess(int32(os.Getpid()))
if err != nil {
panic(err)
}
}
// GetUsedMemoryCount returns the memory usage in bytes.
func GetUsedMemoryCount() uint64 {
memInfo, err := proc.MemoryInfoEx()
if err != nil {
log.Warn("failed to get memory info", zap.Error(err))
return 0
}
// sub the shared memory to filter out the file-backed map memory usage
return memInfo.RSS - memInfo.Shared
}

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@ -0,0 +1,54 @@
// Copyright (C) 2019-2020 Zilliz. All rights reserved.
//
// 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.
//go:build darwin || openbsd || freebsd
// +build darwin openbsd freebsd
package hardware
import (
"github.com/shirou/gopsutil/v3/mem"
"go.uber.org/zap"
"github.com/milvus-io/milvus/pkg/log"
)
// GetUsedMemoryCount returns the memory usage in bytes.
func GetUsedMemoryCount() uint64 {
icOnce.Do(func() {
ic, icErr = inContainer()
})
if icErr != nil {
log.Error(icErr.Error())
return 0
}
if ic {
// in container, calculate by `cgroups`
used, err := getContainerMemUsed()
if err != nil {
log.Warn("failed to get container memory used", zap.Error(err))
return 0
}
return used
}
// not in container, calculate by `gopsutil`
stats, err := mem.VirtualMemory()
if err != nil {
log.Warn("failed to get memory usage count",
zap.Error(err))
return 0
}
return stats.Used
}