Android perfetto memory开源工具分析

目录

原理

官网链接

下载heap_profile

producer_support.cc

本地编译

push heapprofd

工具使用

pb文件获取

打开*.pb文件

trace文件

提高系统CPU性能

拆解特定函数内存占用

环境配置

工具使用

修改heap_profile 脚本


原理

Android perfetto memory分析工具和malloc_debug原理类似。

  1. 基于malloc/free函数族的 caller hook。
  2. 调用栈运行时聚合,并以每个调用栈为单位进行统计。
  3. 输出内存信息,申请次数,累计大小
  4. 支持native进程和Android runtime(APP进程)
  5. 自适应jemalloc和scudo

malloc_debug原理可以参考以下链接:

https://android.googlesource.com/platform/bionic/+/master/libc/malloc_debug/README.md

官网链接

https://perfetto.dev/

https://www.speedscope.app/

下载heap_profile

工具在Android源码中的位置: external/perfetto/

producer_support.cc

需要修改Android源代码中这个文件:external/perfetto/src/profiling/common/producer_support.cc

producer_support.cc


/** Copyright (C) 2020 The Android Open Source Project** 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.*/
#include "src/profiling/common/producer_support.h"
#include "perfetto/ext/base/file_utils.h"
#include "perfetto/ext/base/string_splitter.h"
#include "perfetto/tracing/core/data_source_config.h"
#include "perfetto/tracing/core/forward_decls.h"
#include "src/traced/probes/packages_list/packages_list_parser.h"
#if PERFETTO_BUILDFLAG(PERFETTO_OS_ANDROID)
#include <sys/system_properties.h>
#endif
namespace perfetto {
namespace profiling {
bool CanProfile(const DataSourceConfig& ds_config,uint64_t uid,const std::vector<std::string>& installed_by) {
//Forcely enablereturn true;
// We restrict by !PERFETTO_BUILDFLAG(PERFETTO_ANDROID_BUILD) because a
// sideloaded heapprofd should not be restricted by this. Do note though that,
// at the moment, there isn't really a way to sideload a functioning heapprofd
// onto user builds.
#if !PERFETTO_BUILDFLAG(PERFETTO_ANDROID_BUILD) || \!PERFETTO_BUILDFLAG(PERFETTO_OS_ANDROID)base::ignore_result(ds_config);base::ignore_result(uid);base::ignore_result(installed_by);return true;
#elsechar buf[PROP_VALUE_MAX + 1] = {};int ret = __system_property_get("ro.build.type", buf);PERFETTO_CHECK(ret >= 0);return CanProfileAndroid(ds_config, uid, installed_by, std::string(buf),"/data/system/packages.list");
#endif
}
bool CanProfileAndroid(const DataSourceConfig& ds_config,uint64_t uid,const std::vector<std::string>& installed_by,const std::string& build_type,const std::string& packages_list_path) {// These are replicated constants from libcutils android_filesystem_config.hconstexpr auto kAidAppStart = 10000;     // AID_APP_STARTconstexpr auto kAidAppEnd = 19999;       // AID_APP_ENDconstexpr auto kAidUserOffset = 100000;  // AID_USER_OFFSETif (build_type != "user") {return true;}uint64_t uid_without_profile = uid % kAidUserOffset;if (uid_without_profile < kAidAppStart || kAidAppEnd < uid_without_profile) {// TODO(fmayer): relax this.return false;  // no native services on user.}std::string content;if (!base::ReadFile(packages_list_path, &content)) {PERFETTO_ELOG("Failed to read %s.", packages_list_path.c_str());return false;}for (base::StringSplitter ss(std::move(content), '\n'); ss.Next();) {Package pkg;if (!ReadPackagesListLine(ss.cur_token(), &pkg)) {PERFETTO_ELOG("Failed to parse packages.list.");return false;}if (pkg.uid != uid_without_profile)continue;if (!installed_by.empty()) {if (pkg.installed_by.empty()) {PERFETTO_ELOG("installed_by given in TraceConfig, but cannot parse ""installer from packages.list.");return false;}if (std::find(installed_by.cbegin(), installed_by.cend(),pkg.installed_by) == installed_by.cend()) {return false;}}switch (ds_config.session_initiator()) {case DataSourceConfig::SESSION_INITIATOR_UNSPECIFIED:return pkg.profileable_from_shell || pkg.debuggable;case DataSourceConfig::SESSION_INITIATOR_TRUSTED_SYSTEM:return pkg.profileable || pkg.debuggable;}}// Did not find package.return false;
}
}  // namespace profiling
}  // namespace perfetto

本地编译

export BUILD_TARGET_IS=productsource build/envsetup.shlunch miproduct_zeus_cn-userdebugmake heapprofd -j5make完之后会在out/target/product/missi/system/bin目录下生成heapprofd模块

push heapprofd

adb push heapprofd /system/bin
adb shell chmod 777 /system/bin/heapprofd

工具使用

关键点:

python3 tools/heap_profile -n vendor.qti.camera.provider@2.7-service_64 --all-heaps -i $sampling_interval -o heap_trace_$DATE

关于参数:-i ,默认4KB,采样间隔,如果设置比较大,会出现申请小的trace不会体现,如果设置比较小会出现严重的性能问题,关键看需求。

ps : trace中参数含义 ---- From : Perfetto.Docs.Case Studies.Debugging Memory usage

The tabs that are available are

  • space: how many bytes were allocated but not freed at this callstack the moment the dump was created.
  • alloc_space: how many bytes were allocated (including ones freed at the moment of the dump) at this callstack
  • objects: how many allocations without matching frees were sampled at this callstack.
  • alloc_objects: how many allocations (including ones with matching frees) were sampled at this callstack.

pb文件获取

pb文件有两种方式获取:

获取方式一:抓取trace后,文件夹会生成.pb文件

获取方式二:点击trace网页中的Download profile,即可自动生成*.pb

打开*.pb文件

https://www.speedscope.app (将pb文件上传到网页中)

trace文件

通过这个网站打开:https://perfetto.dev/ 

可以显示每个函数的heap内存占用,这里截个图如下所示:

提高系统CPU性能

因为运行perfetto会导致一定的性能开销,导致手机会比较卡顿,下面命令可以提高CPU性能。

adb shell "echo performance > /sys/devices/system/cpu/cpufreq/policy0/scaling_governor"

adb shell "echo performance > /sys/devices/system/cpu/cpufreq/policy4/scaling_governor"

adb shell "echo performance > /sys/devices/system/cpu/cpufreq/policy6/scaling_governor"

adb shell "echo performance > /sys/devices/system/cpu/cpufreq/policy7/scaling_governor"

手动dump当前heap内存命令:

adb shell killall -USR1 heapprofd

trace右上角dump的pd文件解析网站:

https://www.speedscope.app

拆解特定函数内存占用

环境配置

adb push perfetto /system/bin

adb shell chmod 777 /system/bin/perfetto

adb push heapprofd /system/bin

adb shell chmod 777 /system/bin/heapprofd

工具使用

-f 参数后面设置过滤的函数名,若有多个函数,用,分隔

修改heap_profile 脚本

heap_profile

#!/usr/bin/env python3# Copyright (C) 2017 The Android Open Source Project
#
# 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.from __future__ import absolute_import
from __future__ import division
from __future__ import print_functionimport argparse
import atexit
import hashlib
import os
import shutil
import signal
import subprocess
import sys
import tempfile
import time
import uuid
import platformTRACE_TO_TEXT_SHAS = {'linux': '7e3e10dfb324e31723efd63ac25037856e06eba0','mac': '21f0f42dd019b4f09addd404a114fbf2322ca8a4',
}
TRACE_TO_TEXT_PATH = tempfile.gettempdir()
TRACE_TO_TEXT_BASE_URL = ('https://storage.googleapis.com/perfetto/')NULL = open(os.devnull)
NOOUT = {'stdout': NULL,'stderr': NULL,
}UUID = str(uuid.uuid4())[-6:]def check_hash(file_name, sha_value):file_hash = hashlib.sha1()with open(file_name, 'rb') as fd:while True:chunk = fd.read(4096)if not chunk:breakfile_hash.update(chunk)return file_hash.hexdigest() == sha_valuedef load_trace_to_text(os_name):sha_value = TRACE_TO_TEXT_SHAS[os_name]file_name = 'trace_to_text-' + os_name + '-' + sha_valuelocal_file = os.path.join(TRACE_TO_TEXT_PATH, file_name)if os.path.exists(local_file):if not check_hash(local_file, sha_value):os.remove(local_file)else:return local_fileurl = TRACE_TO_TEXT_BASE_URL + file_namesubprocess.check_call(['curl', '-L', '-#', '-o', local_file, url])if not check_hash(local_file, sha_value):os.remove(local_file)raise ValueError("Invalid signature.")os.chmod(local_file, 0o755)return local_filePACKAGES_LIST_CFG = '''data_sources {config {name: "android.packages_list"}
}
'''CFG_INDENT = '      '
CFG = '''buffers {{size_kb: 63488
}}data_sources {{config {{name: "android.heapprofd"heapprofd_config {{shmem_size_bytes: {shmem_size}sampling_interval_bytes: {interval}
{target_cfg}}}}}
}}duration_ms: {duration}
write_into_file: true
flush_timeout_ms: 30000
flush_period_ms: 604800000
'''# flush_period_ms of 1 week to suppress trace_processor_shell warning.CONTINUOUS_DUMP = """continuous_dump_config {{dump_phase_ms: 0dump_interval_ms: {dump_interval}}}
"""PROFILE_LOCAL_PATH = os.path.join(tempfile.gettempdir(), UUID)IS_INTERRUPTED = Falsedef sigint_handler(sig, frame):global IS_INTERRUPTEDIS_INTERRUPTED = Truedef print_no_profile_error():print("No profiles generated", file=sys.stderr)print("If this is unexpected, check ""https://perfetto.dev/docs/data-sources/native-heap-profiler#troubleshooting.",file=sys.stderr)def known_issues_url(number):return ('https://perfetto.dev/docs/data-sources/native-heap-profiler''#known-issues-android{}'.format(number))KNOWN_ISSUES = {'10': known_issues_url(10),'Q': known_issues_url(10),'11': known_issues_url(11),'R': known_issues_url(11),
}def maybe_known_issues():release_or_codename = subprocess.check_output(['adb', 'shell', 'getprop', 'ro.build.version.release_or_codename']).decode('utf-8').strip()return KNOWN_ISSUES.get(release_or_codename, None)SDK = {'R': 30,
}def release_or_newer(release):sdk = int(subprocess.check_output(['adb', 'shell', 'getprop', 'ro.system.build.version.sdk']).decode('utf-8').strip())if sdk >= SDK[release]:return Truecodename = subprocess.check_output(['adb', 'shell', 'getprop', 'ro.build.version.codename']).decode('utf-8').strip()return codename == releasedef main(argv):parser = argparse.ArgumentParser()parser.add_argument("-i","--interval",help="Sampling interval. ""Default 4096 (4KiB)",type=int,default=4096)parser.add_argument("-d","--duration",help="Duration of profile (ms). 0 to run until interrupted. ""Default: until interrupted by user.",type=int,default=0)# This flag is a no-op now. We never start heapprofd explicitly using system# properties.parser.add_argument("--no-start", help="Do not start heapprofd.", action='store_true')parser.add_argument("-p","--pid",help="Comma-separated list of PIDs to ""profile.",metavar="PIDS")parser.add_argument("-n","--name",help="Comma-separated list of process ""names to profile.",metavar="NAMES")parser.add_argument("-f","--functions",help="Comma-separated list of functions ""names to profile.",metavar="FUNCTIONS")parser.add_argument("-c","--continuous-dump",help="Dump interval in ms. 0 to disable continuous dump.",type=int,default=0)parser.add_argument("--heaps",help="Comma-separated list of heaps to collect, e.g: malloc,art. ""Requires Android 12.",metavar="HEAPS")parser.add_argument("--all-heaps",action="store_true",help="Collect allocations from all heaps registered by target.")parser.add_argument("--no-android-tree-symbolization",action="store_true",help="Do not symbolize using currently lunched target in the ""Android tree.")parser.add_argument("--disable-selinux",action="store_true",help="Disable SELinux enforcement for duration of ""profile.")parser.add_argument("--no-versions",action="store_true",help="Do not get version information about APKs.")parser.add_argument("--no-running",action="store_true",help="Do not target already running processes. Requires Android 11.")parser.add_argument("--no-startup",action="store_true",help="Do not target processes that start during ""the profile. Requires Android 11.")parser.add_argument("--shmem-size",help="Size of buffer between client and ""heapprofd. Default 8MiB. Needs to be a power of two ""multiple of 4096, at least 8192.",type=int,default=8 * 1048576)parser.add_argument("--block-client",help="When buffer is full, block the ""client to wait for buffer space. Use with caution as ""this can significantly slow down the client. ""This is the default",action="store_true")parser.add_argument("--block-client-timeout",help="If --block-client is given, do not block any allocation for ""longer than this timeout (us).",type=int)parser.add_argument("--no-block-client",help="When buffer is full, stop the ""profile early.",action="store_true")parser.add_argument("--idle-allocations",help="Keep track of how many ""bytes were unused since the last dump, per ""callstack",action="store_true")parser.add_argument("--dump-at-max",help="Dump the maximum memory usage ""rather than at the time of the dump.",action="store_true")parser.add_argument("--disable-fork-teardown",help="Do not tear down client in forks. This can be useful for programs ""that use vfork. Android 11+ only.",action="store_true")parser.add_argument("--simpleperf",action="store_true",help="Get simpleperf profile of heapprofd. This is ""only for heapprofd development.")parser.add_argument("--trace-to-text-binary",help="Path to local trace to text. For debugging.")parser.add_argument("--print-config",action="store_true",help="Print config instead of running. For debugging.")parser.add_argument("-o","--output",help="Output directory.",metavar="DIRECTORY",default=None)args = parser.parse_args()fail = Falseif args.block_client and args.no_block_client:print("FATAL: Both block-client and no-block-client given.", file=sys.stderr)fail = Trueif args.pid is None and args.name is None:print("FATAL: Neither PID nor NAME given.", file=sys.stderr)fail = Trueif args.duration is None:print("FATAL: No duration given.", file=sys.stderr)fail = Trueif args.interval is None:print("FATAL: No interval given.", file=sys.stderr)fail = Trueif args.shmem_size % 4096:print("FATAL: shmem-size is not a multiple of 4096.", file=sys.stderr)fail = Trueif args.shmem_size < 8192:print("FATAL: shmem-size is less than 8192.", file=sys.stderr)fail = Trueif args.shmem_size & (args.shmem_size - 1):print("FATAL: shmem-size is not a power of two.", file=sys.stderr)fail = Truetarget_cfg = ""if not args.no_block_client:target_cfg += CFG_INDENT + "block_client: true\n"if args.block_client_timeout:target_cfg += (CFG_INDENT + "block_client_timeout_us: %s\n" % args.block_client_timeout)if args.no_startup:target_cfg += CFG_INDENT + "no_startup: true\n"if args.no_running:target_cfg += CFG_INDENT + "no_running: true\n"if args.dump_at_max:target_cfg += CFG_INDENT + "dump_at_max: true\n"if args.disable_fork_teardown:target_cfg += CFG_INDENT + "disable_fork_teardown: true\n"if args.all_heaps:target_cfg += CFG_INDENT + "all_heaps: true\n"if args.pid:for pid in args.pid.split(','):try:pid = int(pid)except ValueError:print("FATAL: invalid PID %s" % pid, file=sys.stderr)fail = Truetarget_cfg += CFG_INDENT + 'pid: {}\n'.format(pid)if args.name:for name in args.name.split(','):target_cfg += CFG_INDENT + 'process_cmdline: "{}"\n'.format(name)if args.heaps:for heap in args.heaps.split(','):target_cfg += CFG_INDENT + 'heaps: "{}"\n'.format(heap)if args.functions:for functions in args.functions.split(','):target_cfg += CFG_INDENT + 'function_names: "{}"\n'.format(functions)if fail:parser.print_help()return 1trace_to_text_binary = args.trace_to_text_binaryif args.continuous_dump:target_cfg += CONTINUOUS_DUMP.format(dump_interval=args.continuous_dump)cfg = CFG.format(interval=args.interval,duration=args.duration,target_cfg=target_cfg,shmem_size=args.shmem_size)if not args.no_versions:cfg += PACKAGES_LIST_CFGif args.print_config:print(cfg)return 0# Do this AFTER print_config so we do not download trace_to_text only to# print out the config.has_trace_to_text = Trueif trace_to_text_binary is None:os_name = Noneif sys.platform.startswith('linux'):os_name = 'linux'elif sys.platform.startswith('darwin'):os_name = 'mac'elif sys.platform.startswith('win32'):has_trace_to_text = Falseelse:print("Invalid platform: {}".format(sys.platform), file=sys.stderr)return 1arch = platform.machine()if arch not in ['x86_64', 'amd64']:has_trace_to_text = Falseif has_trace_to_text:trace_to_text_binary = load_trace_to_text(os_name)known_issues = maybe_known_issues()if known_issues:print('If you are experiencing problems, please see the known issues for ''your release: {}.'.format(known_issues))# TODO(fmayer): Maybe feature detect whether we can remove traces instead of# this.uuid_trace = release_or_newer('R')if uuid_trace:profile_device_path = '/data/misc/perfetto-traces/profile-' + UUIDelse:user = subprocess.check_output(['adb', 'shell', 'whoami']).decode('utf-8').strip()profile_device_path = '/data/misc/perfetto-traces/profile-' + userperfetto_cmd = ('CFG=\'{cfg}\'; echo ${{CFG}} | ''perfetto --txt -c - -o ' + profile_device_path + ' -d')if args.disable_selinux:enforcing = subprocess.check_output(['adb', 'shell', 'getenforce'])atexit.register(subprocess.check_call,['adb', 'shell', 'su root setenforce %s' % enforcing])subprocess.check_call(['adb', 'shell', 'su root setenforce 0'])if args.simpleperf:subprocess.check_call(['adb', 'shell', 'mkdir -p /data/local/tmp/heapprofd_profile && ''cd /data/local/tmp/heapprofd_profile &&''(nohup simpleperf record -g -p $(pidof heapprofd) 2>&1 &) ''> /dev/null'])profile_target = PROFILE_LOCAL_PATHif args.output is not None:profile_target = args.outputelse:os.mkdir(profile_target)if not os.path.isdir(profile_target):print("Output directory {} not found".format(profile_target),file=sys.stderr)return 1if os.listdir(profile_target):print("Output directory {} not empty".format(profile_target),file=sys.stderr)return 1perfetto_pid = subprocess.check_output(['adb', 'exec-out',perfetto_cmd.format(cfg=cfg)]).strip()try:perfetto_pid = int(perfetto_pid.strip())except ValueError:print("Failed to invoke perfetto: {}".format(perfetto_pid), file=sys.stderr)return 1old_handler = signal.signal(signal.SIGINT, sigint_handler)print("Profiling active. Press Ctrl+C to terminate.")print("You may disconnect your device.")print()exists = Truedevice_connected = Truewhile not device_connected or (exists and not IS_INTERRUPTED):exists = subprocess.call(['adb', 'shell', '[ -d /proc/{} ]'.format(perfetto_pid)], **NOOUT) == 0device_connected = subprocess.call(['adb', 'shell', 'true'], **NOOUT) == 0time.sleep(1)print("Waiting for profiler shutdown...")signal.signal(signal.SIGINT, old_handler)if IS_INTERRUPTED:# Not check_call because it could have existed in the meantime.subprocess.call(['adb', 'shell', 'kill', '-INT', str(perfetto_pid)])if args.simpleperf:subprocess.check_call(['adb', 'shell', 'killall', '-INT', 'simpleperf'])print("Waiting for simpleperf to exit.")while subprocess.call(['adb', 'shell', '[ -f /proc/$(pidof simpleperf)/exe ]'], **NOOUT) == 0:time.sleep(1)subprocess.check_call(['adb', 'pull', '/data/local/tmp/heapprofd_profile', profile_target])print("Pulled simpleperf profile to " + profile_target + "/heapprofd_profile")# Wait for perfetto cmd to return.while exists:exists = subprocess.call(['adb', 'shell', '[ -d /proc/{} ]'.format(perfetto_pid)]) == 0time.sleep(1)profile_host_path = os.path.join(profile_target, 'raw-trace')subprocess.check_call(['adb', 'pull', profile_device_path, profile_host_path], stdout=NULL)if uuid_trace:subprocess.check_call(['adb', 'shell', 'rm', profile_device_path], stdout=NULL)if not has_trace_to_text:print('Wrote profile to {}'.format(profile_host_path))print('This file can be opened using the Perfetto UI, https://ui.perfetto.dev')return 0binary_path = os.getenv('PERFETTO_BINARY_PATH')if not args.no_android_tree_symbolization:product_out = os.getenv('ANDROID_PRODUCT_OUT')if product_out:product_out_symbols = product_out + '/symbols'else:product_out_symbols = Noneif binary_path is None:binary_path = product_out_symbolselif product_out_symbols is not None:binary_path += ":" + product_out_symbolstrace_file = os.path.join(profile_target, 'raw-trace')concat_files = [trace_file]if binary_path is not None:with open(os.path.join(profile_target, 'symbols'), 'w') as fd:ret = subprocess.call([trace_to_text_binary, 'symbolize',os.path.join(profile_target, 'raw-trace')],env=dict(os.environ, PERFETTO_BINARY_PATH=binary_path),stdout=fd)if ret == 0:concat_files.append(os.path.join(profile_target, 'symbols'))else:print("Failed to symbolize. Continuing without symbols.",file=sys.stderr)proguard_map = os.getenv('PERFETTO_PROGUARD_MAP')if proguard_map is not None:with open(os.path.join(profile_target, 'deobfuscation-packets'), 'w') as fd:ret = subprocess.call([trace_to_text_binary, 'deobfuscate',os.path.join(profile_target, 'raw-trace')],env=dict(os.environ, PERFETTO_PROGUARD_MAP=proguard_map),stdout=fd)if ret == 0:concat_files.append(os.path.join(profile_target, 'deobfuscation-packets'))else:print("Failed to deobfuscate. Continuing without deobfuscated.",file=sys.stderr)if len(concat_files) > 1:with open(os.path.join(profile_target, 'symbolized-trace'), 'wb') as out:for fn in concat_files:with open(fn, 'rb') as inp:while True:buf = inp.read(4096)if not buf:breakout.write(buf)trace_file = os.path.join(profile_target, 'symbolized-trace')trace_to_text_output = subprocess.check_output([trace_to_text_binary, 'profile', trace_file])profile_path = Nonefor word in trace_to_text_output.decode('utf-8').split():if 'heap_profile-' in word:profile_path = wordif profile_path is None:print_no_profile_error()return 1profile_files = os.listdir(profile_path)if not profile_files:print_no_profile_error()return 1for profile_file in profile_files:shutil.copy(os.path.join(profile_path, profile_file), profile_target)subprocess.check_call(['gzip'] +[os.path.join(profile_target, x) for x in profile_files])symlink_path = Noneif args.output is None:symlink_path = os.path.join(os.path.dirname(profile_target), "heap_profile-latest")if os.path.lexists(symlink_path):os.unlink(symlink_path)os.symlink(profile_target, symlink_path)if symlink_path is not None:print("Wrote profiles to {} (symlink {})".format(profile_target, symlink_path))else:print("Wrote profiles to {}".format(profile_target))print("These can be viewed using pprof. Googlers: head to pprof/ and ""upload them.")if __name__ == '__main__':sys.exit(main(sys.argv))

运行脚本

#!/bin/bashpid_app=$(adb shell ps | grep com.android.camera | awk '{print $2}')
pid_server=$(adb shell ps | grep -Eia "cameraserver$" | awk '{print $2}')
pid_provider=$(adb shell ps | grep camera.provider | awk '{print $2}')pid_allocate=$(adb shell ps | grep vendor.qti.hardware.display.allocator-service | awk '{print $2}')
pid_hidl=$(adb shell ps | grep android.hidl.allocator@1.0-service | awk '{print $2}')adb shell "echo performance > /sys/devices/system/cpu/cpufreq/policy0/scaling_governor"
#adb shell "echo performance > /sys/devices/system/cpu/cpufreq/policy4/scaling_governor"
#adb shell "echo performance > /sys/devices/system/cpu/cpufreq/policy6/scaling_governor"
adb shell "echo performance > /sys/devices/system/cpu/cpufreq/policy7/scaling_governor"
adb shell "echo performance > /sys/devices/system/cpu/cpufreq/policy3/scaling_governor"DATE=$(date "+%m_%d_%H_%M_%S")
sampling_interval=6000mkdir heap_trace_$DATE
#python3 tools/heap_profile -n vendor.qti.camera.provider-service_64 -f process_capture_request --all-heaps -i $sampling_interval  -o heap_trace_$DATE
python3 tools/heap_profile -n vendor.qti.camera.provider-service_64 -f configure_streams,process_capture_request --all-heaps -i $sampling_interval  -o heap_trace_$DATE
#python3 tools/heap_profile  -p $pid_provider  -i 0 -o heap_trace_$DATE
#--trace-to-text-binary  heap_trace_$DATE
gzip -d heap_trace_$DATE/*.gzecho "Output directory is heap_trace_$DATE"

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