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376 lines
13 KiB
376 lines
13 KiB
#!/usr/bin/env python3
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# -*- coding: utf-8 -*-
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# Copyright 2019 The Chromium OS Authors. All rights reserved.
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# Use of this source code is governed by a BSD-style license that can be
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# found in the LICENSE file.
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"""Download profdata from different arches, merge them and upload to gs.
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The script is used for updating the PGO profiles for LLVM. The workflow
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is that the script will download profdata from different PGO builds, merge
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them and then upload it to a gs location that LLVM can access.
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The simplest way of using this script, is to run:
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./merge_profdata_and_upload.py --all_latest_profiles
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which will automatically grab profdata from latest PGO generate builders
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for three different architectures and merge them. LLVM hash is also
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detected automatically from the artifacts.
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If you want to specify certain llvm hash, run it with:
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./merge_profdata_and_upload.py --all_latest_profiles --llvm_hash LLVM_HASH
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Note that hash checking will fail if the llvm hash you provided is not the
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same as those in artifacts, or llvm hash in different artifacts are not the
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same.
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To only use profiles from buildbucket tasks for PGO generate, run it with:
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./merge_profdata_and_upload.py -b amd64/bb_id1 -b arm/bb_id2 ...
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The buildbucket id can be found using `bb ls` command after manually launched
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builder finishes.
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There is a chance that builders only succeeded partially, in this case, you
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can run this script to merge both profdata from builder scheduled and manually
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launched:
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./merge_profdata_and_upload.py -l arm -l amd64 -b arm64/bb_id
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In this example, the script will merge profdata from arm and amd64 builder, and
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profdata from an arm64 buildbucket task.
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"""
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from __future__ import print_function
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import argparse
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import collections
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import distutils.spawn
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import json
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import os
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import os.path
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import shutil
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import subprocess
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import sys
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import tempfile
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_LLVM_PROFDATA = '/usr/bin/llvm-profdata'
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_GS_PREFIX = 'gs://'
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_LLVMMetadata = collections.namedtuple('_LLVMMetadata', ['head_sha'])
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def _fetch_gs_artifact(remote_name, local_name):
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"""Fetch single file from remote gs location to local.
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Args:
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remote_name: full gs location to the file.
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local_name: the name of local file to be copied to.
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"""
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assert remote_name.startswith(_GS_PREFIX)
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subprocess.check_call(['gsutil', 'cp', remote_name, local_name])
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def _get_gs_profdata(remote_profdata, arch):
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"""Fetch and extract profdata from remote gs location.
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Args:
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remote_profdata: remote gs location of the profdata tarball.
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arch: directory named with arch to saperate each profdata.
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Returns:
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Local location of the extracted profdata.
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"""
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tar = 'llvm_profdata.tar.xz'
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_fetch_gs_artifact(remote_profdata, tar)
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extract_cmd = ['tar', '-xvf', tar]
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profdata_name = subprocess.check_output(extract_cmd).strip()
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# The output of the `tar` command should only contain one line of the
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# extracted profdata name.
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if b'.llvm.profdata' not in profdata_name:
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raise RuntimeError('No profdata in the tarball: %s' % remote_profdata)
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os.mkdir(arch)
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profdata_loc = os.path.join(arch, 'llvm.profdata')
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os.rename(profdata_name, profdata_loc)
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print('Profdata extracted to: %s' % profdata_loc)
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return profdata_loc
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def _get_gs_metadata(remote_metadata):
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"""Fetch metadata from remote gs location and read the LLVM head_sha.
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Args:
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remote_metadata: remote gs location of the metadata json file.
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Returns:
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LLVM head_sha metadata
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"""
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metadata_basename = 'llvm_metadata.json'
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_fetch_gs_artifact(remote_metadata, metadata_basename)
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with open(metadata_basename) as f:
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result = json.load(f)
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return _LLVMMetadata(head_sha=result['head_sha'])
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def _find_latest_artifacts(gs_url, arch):
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"""Fetch the latest profdata and metadata from a give gs location.
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Args:
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gs_url: a gs location containing one or more artifacts to fetch.
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arch: the arch profdata collected from.
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Returns:
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A tuple of local profdata location and metadata
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"""
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assert gs_url.startswith(_GS_PREFIX)
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try:
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# List all artifacts in the gs location and sort by time.
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output = subprocess.check_output(['gsutil', 'ls', '-l', gs_url],
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encoding='utf-8').strip().split('\n')
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lines = sorted(output, key=lambda x: x.split()[1], reverse=True)
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except subprocess.CalledProcessError:
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raise RuntimeError('Artifacts not found: %s' % gs_url)
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# Use a loop to go through all artifacts to find the latest profdata.
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# An example of the output of latest builder bucket:
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# pylint: disable=line-too-long
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# 5006528 2020-05-31T10:08:48Z gs://chromeos-toolchain-artifacts/llvm-pgo/arm/llvm-11.0_pre387436_p20200403-r7-a8e5dcb072b1f794883ae8125fb08c06db678d56.llvm.profdata.tar.xz
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# 56 2020-05-31T10:08:48Z gs://chromeos-toolchain-artifacts/llvm-pgo/arm/llvm-11.0_pre387436_p20200403-r7-a8e5dcb072b1f794883ae8125fb08c06db678d56.llvm_metadata.json
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# 5005952 2020-05-24T10:53:34Z gs://chromeos-toolchain-artifacts/llvm-pgo/arm/llvm-11.0_pre387436_p20200403-r5-a8e5dcb072b1f794883ae8125fb08c06db678d56.llvm.profdata.tar.xz
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# 56 2020-05-24T10:53:34Z gs://chromeos-toolchain-artifacts/llvm-pgo/arm/llvm-11.0_pre387436_p20200403-r5-a8e5dcb072b1f794883ae8125fb08c06db678d56.llvm_metadata.json
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# An example for the lines of buildbucket location:
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# 5004260 2020-05-29T09:48:04Z gs://chromeos-image-archive/arm-pgo-generate-llvm-next-toolchain/R85-13254.0.0-1-8879010326583123168/llvm-11.0_pre387436_p20200403-r7-a8e5dcb072b1f794883ae8125fb08c06db678d56.llvm.profdata.tar.xz
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# 56 2020-05-29T09:48:04Z gs://chromeos-image-archive/arm-pgo-generate-llvm-next-toolchain/R85-13254.0.0-1-8879010326583123168/llvm-11.0_pre387436_p20200403-r7-a8e5dcb072b1f794883ae8125fb08c06db678d56.llvm_metadata.json
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# pylint: enable=line-too-long
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profdata_url = ''
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for line in lines:
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url = line.split()[-1]
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if '.llvm.profdata.tar.xz' in url:
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profile_path = _get_gs_profdata(url, arch)
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profdata_url = url
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break
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if not profile_path or not profdata_url:
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raise RuntimeError('No profdata found from %s' % gs_url)
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metadata_url = profdata_url.replace('.llvm.profdata.tar.xz',
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'.llvm_metadata.json')
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metadata = _get_gs_metadata(metadata_url)
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if not metadata:
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raise RuntimeError('No metadata found from %s' % gs_url)
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return metadata, profile_path
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def _fetch_from_latest(arch):
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"""Fetch artifacts from latest builders.
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Args:
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arch: the arch profdata collected from.
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Returns:
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A tuple of local profdata location and metadata
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"""
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print('\nFETCHING LATEST PROFDATA ON %s...' % arch.upper())
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remote_latest = (
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'%schromeos-toolchain-artifacts/llvm-pgo/%s' % (_GS_PREFIX, arch))
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return _find_latest_artifacts(remote_latest, arch)
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def _fetch_from_buildbucket(arch, bb):
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"""Fetch artifacts from buildbucket task.
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Args:
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arch: the arch profdata collected from.
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bb: buildbucket id.
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Returns:
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A tuple of local profdata location and metadata
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"""
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print('\nFETCHING BUILDBUCKET PROFDATA ON %s...' % arch.upper())
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remote_arch = ('%schromeos-image-archive/%s-pgo-generate-llvm-next-toolchain'
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% (_GS_PREFIX, arch))
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# List all buckets under {arch}-pgo-generate-llvm-next-toolchain and
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# grep with buildbucket id.
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remote_bb = subprocess.check_output(['gsutil', 'ls', remote_arch],
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encoding='utf-8').strip().split('\n')
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for line in remote_bb:
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if bb in line:
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return _find_latest_artifacts(line, arch)
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raise RuntimeError('No matched results found in %s with bb: %s' % (arch, bb))
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def _merge_profdata(profdata_list, output_name):
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"""Merge profdata.
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Args:
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profdata_list: list of profdata location of each arch.
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output_name: name of merged profdata.
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"""
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merge_cmd = [_LLVM_PROFDATA, 'merge', '-output', output_name] + profdata_list
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print('\nMerging PGO profiles.\nCMD: %s' % merge_cmd)
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subprocess.check_call(merge_cmd)
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def _tar_and_upload_profdata(profdata, name_suffix):
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"""Create a tarball of merged profdata and upload to certain gs location.
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Args:
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profdata: location of merged profdata.
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name_suffix: usually the LLVM head_sha.
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"""
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tarball = 'llvm-profdata-%s.tar.xz' % name_suffix
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print('Making profdata tarball: %s' % tarball)
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subprocess.check_call(
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['tar', '--sparse', '-I', 'xz', '-cf', tarball, profdata])
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upload_location = '%schromeos-localmirror/distfiles/%s' % (_GS_PREFIX,
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tarball)
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# TODO: it's better to create a subdir: distfiles/llvm_pgo_profile, but
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# now llvm could only recognize distfiles.
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upload_cmd = [
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'gsutil',
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'-m',
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'cp',
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'-n',
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'-a',
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'public-read',
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tarball,
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upload_location,
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]
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print('\nUploading tarball to gs.\nCMD: %s\n' % upload_cmd)
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# gsutil prints all status to stderr, oddly enough.
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gs_output = subprocess.check_output(
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upload_cmd, stderr=subprocess.STDOUT, encoding='utf-8')
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# gsutil exits successfully even if it uploaded nothing. It prints a summary
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# of what all it did, though. Successful uploads are just a progress bar,
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# unsuccessful ones note that items were skipped.
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if 'Skipping existing item' in gs_output:
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raise ValueError('Profile upload failed: would overwrite an existing '
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'profile at %s' % upload_location)
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def main():
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parser = argparse.ArgumentParser(
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description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter)
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parser.add_argument(
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'-a',
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'--all_latest_profiles',
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action='store_true',
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help='Merge and upload profiles from the latest builders.')
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parser.add_argument(
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'-l',
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'--latest',
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default=[],
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action='append',
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help='User can specify the profdata from which builder with specific '
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'architecture to download. By default, we merge profdata from arm, '
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'arm64, amd64.')
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parser.add_argument(
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'-b',
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'--buildbucket',
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default=[],
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action='append',
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help='Extra pgo-generate-llvm-next-toolchain buildbucket results to be '
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'used. Format should be: {arch}/{bb_id}.')
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parser.add_argument(
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'-o',
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'--output',
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default='llvm.profdata',
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help='Where to put merged PGO profile. The default is to not save it '
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'anywhere.')
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parser.add_argument(
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'--llvm_hash',
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help='The LLVM hash to select for the profiles. Generally autodetected.')
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args = parser.parse_args()
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if not args.all_latest_profiles and not (args.latest or args.buildbucket):
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parser.error('Please specify whether to use latest profiles or '
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'profiles from buildbucket')
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if args.all_latest_profiles and (args.latest or args.buildbucket):
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parser.error('--all_latest_profiles cannot be specified together '
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'with --latest or --buildbucket')
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latest = ['arm', 'arm64', 'amd64'] \
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if args.all_latest_profiles else args.latest
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all_arch_list = latest.copy()
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arch_bb_list = []
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if args.buildbucket:
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for arch_bb in args.buildbucket:
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arch, bb = arch_bb.split('/')
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arch_bb_list.append((arch, bb))
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all_arch_list.append(arch)
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if len(set(all_arch_list)) != len(all_arch_list):
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parser.error('Each arch can be only passed once.')
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if not distutils.spawn.find_executable(_LLVM_PROFDATA):
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sys.exit(_LLVM_PROFDATA + ' not found; are you in the chroot?')
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initial_dir = os.getcwd()
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temp_dir = tempfile.mkdtemp(prefix='merge_pgo')
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success = True
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try:
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os.chdir(temp_dir)
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profdata_list = []
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heads = set()
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def append_artifacts(fetched_tuple):
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llvm_metadata, profdata_loc = fetched_tuple
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if os.path.getsize(profdata_loc) < 512 * 1024:
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raise RuntimeError('The PGO profile in local path %s is suspiciously '
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'small. Something might have gone '
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'wrong.' % profdata_loc)
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heads.add(llvm_metadata.head_sha)
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profdata_list.append(profdata_loc)
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for arch in latest:
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append_artifacts(_fetch_from_latest(arch))
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for arch, bb in arch_bb_list:
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append_artifacts(_fetch_from_buildbucket(arch, bb))
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assert heads, "Didn't fetch anything?"
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def die_with_head_complaint(complaint):
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extra = ' (HEADs found: %s)' % sorted(heads)
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raise RuntimeError(complaint.rstrip() + extra)
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llvm_hash = args.llvm_hash
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if not llvm_hash:
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if len(heads) != 1:
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die_with_head_complaint(
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'%d LLVM HEADs were found, which is more than one. You probably '
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'want a consistent set of HEADs for a profile. If you know you '
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"don't, please specify --llvm_hash, and note that *all* profiles "
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'will be merged into this final profile, regardless of their '
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'reported HEAD.' % len(heads))
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llvm_hash, = heads
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if llvm_hash not in heads:
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assert llvm_hash == args.llvm_hash
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die_with_head_complaint(
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"HEAD %s wasn't found in any fetched artifacts." % llvm_hash)
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print('\nUsing LLVM hash: %s' % llvm_hash)
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_merge_profdata(profdata_list, args.output)
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print('Merged profdata locates at %s' % os.path.abspath(args.output))
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_tar_and_upload_profdata(args.output, name_suffix=llvm_hash)
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print('\nMerged profdata uploaded successfully.')
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except:
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success = False
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raise
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finally:
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os.chdir(initial_dir)
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if success:
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print('Clearing temp directory.')
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shutil.rmtree(temp_dir, ignore_errors=True)
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else:
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print('Script fails, temp directory is at: %s' % temp_dir)
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if __name__ == '__main__':
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sys.exit(main())
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