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#!/usr/bin/env python3
"""hltFindDuplicates: script to find duplicate modules of an HLT configuration.
Input.
Path to a local cmsRun configuration file, or stdin.
Output.
A directory containing
(1) the input cmsRun configuration, and
(2) text files listing the groups of duplicate modules.
Examples.
# input: local configuration file
hltFindDuplicates tmp.py -o output_dir
# input: stdin
hltConfigFromDB --configName /dev/CMSSW_X_Y_0/GRun/Vn | hltFindDuplicates -o output_dir
hltGetConfiguration /dev/CMSSW_X_Y_0/GRun/Vn | hltFindDuplicates -o output_dir -x realData=0 globalTag=@
"""
import os
import sys
import argparse
import re
import itertools
import shutil
import FWCore.ParameterSet.Config as cms
from HLTrigger.Configuration.Tools.frozendict import frozendict
whitelist_types = [
'HLTPrescaler',
'HLTBool',
]
whitelist_labels = [
'hltPreExpressSmart',
'hltPreEventDisplaySmart',
'hltPreHLTDQMOutputSmart',
'hltPreHLTMONOutputSmart',
]
def whitelist(module):
return module.label in whitelist_labels or module.type in whitelist_types
def iterate(arg):
return (not isinstance(arg, str) and '__iter__' in dir(arg))
def freeze(arg):
if type(arg) == dict:
return frozendict((k, freeze(v)) for (k, v) in iter(arg.items()))
elif iterate(arg):
return tuple( freeze(v) for v in arg )
else:
return arg
def unfreeze(arg):
if type(arg) == frozendict:
return dict((k, unfreeze(v)) for (k, v) in iter(arg.items()))
elif iterate(arg):
return list( unfreeze(v) for v in arg )
else:
return arg
def pythonize(arg):
if 'parameters_' in dir(arg):
arg = arg.parameters_()
elif 'value' in dir(arg):
arg = arg.value()
if type(arg) == dict:
return frozendict((k, pythonize(v)) for (k, v) in iter(arg.items()))
elif iterate(arg):
return tuple( pythonize(v) for v in arg )
else:
return arg
def mkdirp(dirpath):
try:
os.makedirs(dirpath)
except OSError:
if not os.path.isdir(dirpath):
raise
class Module(object):
type = ''
label = ''
params = frozendict()
hash = 0
def __init__(self, module):
self.label = module.label_()
self.type = module.type_()
self.params = pythonize(module.parameters_())
self.__rehash(self.params)
def __str__(self):
return f'{self.label} (type: {self.type}): {self.params}'
def key(self):
return self.hash
def __rehash(self, params):
self.hash = (hash(self.type) << 4) + hash(params)
def __check(self, value, check):
if isinstance(value, list):
return any(self.__check(foo, check) for foo in value)
elif isinstance(value, dict):
return any(self.__check(value[foo], check) for foo in value)
else:
return isinstance(value, str) and bool(check.match(value))
def __sub(self, value, group, label):
if isinstance(value, list):
return [self.__sub(foo, group, label) for foo in value]
elif isinstance(value, dict):
return {foo:self.__sub(value[foo], group, label) for foo in value}
elif isinstance(value, str):
return group.sub(r'%s\2' % label, value)
else:
return value
def apply_rename(self, groups, verbosity_level):
modified = False
newparams = unfreeze(self.params)
if verbosity_level > 2:
print('')
print(f' {self.label} ({self.type})')
print(f' parameters before: {newparams}')
for label, (group, check) in iter(groups.items()):
for k, p in iter(newparams.items()):
if self.__check(p, check):
newparams[k] = self.__sub(p, check, label)
modified = True
if verbosity_level > 2:
print(f' parameters after: {newparams}')
print(f' modified = {modified}')
if modified:
self.__rehash(frozendict(newparams))
class ModuleList(object):
modules = []
hashToLabelDict = {}
def append(self, module):
m = Module(module)
if not whitelist(m):
self.modules.append(m)
def extend(self, modules):
for module in modules:
self.append(module)
def __init__(self, *args):
for arg in args:
if iterate(arg):
self.extend(arg)
else:
self.append(arg)
def hash_label(self, hash_value):
return self.hashToLabelDict.get(hash_value, None)
def sort(self):
self.modules.sort(key = Module.key)
def group(self):
groups = dict()
self.sort()
for v, g in itertools.groupby(self.modules, Module.key):
group = list(g)
if len(group) > 1:
g = [ m.label for m in group ]
g.sort()
# hash identifying the group (it is the same for every module in the group)
g_key = group[0].key()
if g_key not in self.hashToLabelDict:
# label identifying this group of modules
# (set only once so it cannot change from step to step)
self.hashToLabelDict[g_key] = f'{group[0].type} ({g[0]})'
r = re.compile(r'^(%s)($|:)' % r'|'.join(g))
groups[g_key] = (g, r)
return groups
def apply_rename(self, groups, verbosity_level):
for module in self.modules:
module.apply_rename(groups, verbosity_level)
def dump(self, indent=0):
for m in self.modules:
print(' '*indent + "%s = (%s) {" % (m.label, m.type))
for k, v in iter(m.params.items()):
print(' '*indent + " %s = %s" % (k, v))
print(' '*indent + '}\n')
def findDuplicates(process, output_dir, verbosity_level):
mkdirp(output_dir)
modules = ModuleList(
iter(process.analyzers_().values()),
iter(process.producers_().values()),
iter(process.filters_().values())
)
oldups = 0
groups = modules.group()
dups = sum(len(g[0]) for g in groups.values()) - len(groups)
index = 1
while dups != oldups:
groupLabelToHashDict = {modules.hash_label(group_hash):group_hash for group_hash in groups}
dump = open(os.path.join(output_dir, f'step{index}.sed'), 'w')
for group_label in sorted(groupLabelToHashDict.keys()):
(group, regexp) = groups[groupLabelToHashDict[group_label]]
dump.write('s#\\<\\(%s\\)\\>#%s#g\n' % ('\\|'.join(group), group_label))
dump.close()
dump = open(os.path.join(output_dir, f'step{index}.txt'), 'w')
first_entry = True
for group_label in sorted(groupLabelToHashDict.keys()):
(group, regexp) = groups[groupLabelToHashDict[group_label]]
dump.write('\n'*(not first_entry) + '# %s\n%s\n' % ( group_label, '\n'.join(group)))
first_entry = False
dump.close()
if verbosity_level > 0:
print(f"[step {index:>2d}] found {dups:>3d} duplicates in {len(groups):>3d} groups")
if verbosity_level > 2:
print(f'[step {index:>2d}] groups={groups}')
print(f'[step {index:>2d}] ---------------')
print(f'[step {index:>2d}] apply_rename ..')
oldups = dups
modules.apply_rename(groups, verbosity_level)
if verbosity_level > 2:
print()
print(f' ------------------------')
print(f' modules (after renaming)')
print(f' ------------------------')
modules.dump(indent=14)
groups = modules.group()
dups = sum(len(g[0]) for g in groups.values()) - len(groups)
index += 1
groupLabelToHashDict = {modules.hash_label(group_hash):group_hash for group_hash in groups}
dump = open(os.path.join(output_dir, 'groups.sed'), 'w')
for group_label in sorted(groupLabelToHashDict.keys()):
(group, regexp) = groups[groupLabelToHashDict[group_label]]
dump.write('s#\\<\\(%s\\)\\>#%s#\n' % ('\\|'.join(group), group_label))
dump.close()
dump = open(os.path.join(output_dir, 'groups.txt'), 'w')
first_entry = True
for group_label in sorted(groupLabelToHashDict.keys()):
(group, regexp) = groups[groupLabelToHashDict[group_label]]
dump.write('\n'*(not first_entry) + '# %s\n%s\n' % ( group_label, '\n'.join(group)))
first_entry = False
dump.close()
##
## main
##
if __name__ == '__main__':
### args
parser = argparse.ArgumentParser(
prog = './'+os.path.basename(__file__),
formatter_class = argparse.RawDescriptionHelpFormatter,
description = __doc__,
argument_default = argparse.SUPPRESS,
)
# menu: name of ConfDB config, or local cmsRun cfg file, or stdin
parser.add_argument('menu',
nargs = '?',
metavar = 'MENU',
default = None,
help = 'Path to cmsRun configuration file (if not specified, stdin is used)')
# output-dir: path to directory containing output files
parser.add_argument('-o', '--output-dir',
metavar = 'OUTPUT_DIR',
default = 'hltFindDuplicates_output',
help = 'Path to directory containing output files')
# menu arguments: list of arguments to be applied to the cmsRun configuration file
# (via argparse, VarParsing, or similar)
parser.add_argument('-x', '--menu-args',
nargs = '+',
metavar = 'MENU_ARGS',
default = [],
help = 'List of arguments (each without whitespaces) to be applied to the cmsRun configuration file')
# verbosity level: level of verbosity of stdout/stderr printouts
parser.add_argument('-v', '--verbosity-level',
metavar = 'VERBOSITY_LEVEL',
type = int,
default = 1,
help = 'Verbosity level')
# parse command line arguments and options
opts = parser.parse_args()
print('-'*25)
print('hltFindDuplicates')
print('-'*25)
# create new output directory
if os.path.exists(opts.output_dir):
log_msg = 'Failed to create output directory (a directory or file already exists under that path)'
raise RuntimeError(f'{log_msg}: {opts.output_dir}')
mkdirp(opts.output_dir)
output_config_filepath = os.path.join(opts.output_dir, 'config.py')
print(f'output directory: {opts.output_dir}')
print('-'*25)
# parse the HLT configuration from a local cfg file, or from standard input
hlt = {'process': None, 'fragment': None}
if opts.menu != None:
if not os.path.isfile(opts.menu):
raise RuntimeError(f'Invalid path to input file (file does not exist): {opts.menu}')
shutil.copyfile(opts.menu, output_config_filepath)
else:
with open(output_config_filepath, 'w') as config_file:
config_file.write(sys.stdin.read())
sys.argv = [sys.argv[0], output_config_filepath] + opts.menu_args
exec(open(output_config_filepath).read(), globals(), hlt)
# find cms.Process object
process = None
if hlt['process'] != None:
process = hlt['process']
if hlt['fragment'] != None:
process = hlt['fragment']
if process == None or not isinstance(process, cms.Process):
raise RuntimeError('Failed to find object of type cms.Process !')
findDuplicates(process, output_dir=opts.output_dir, verbosity_level=opts.verbosity_level)
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