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wscript
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#!/usr/bin/env python
# encoding: utf-8
#| Copyright Inria May 2015
#| This project has received funding from the European Research Council (ERC) under
#| the European Union's Horizon 2020 research and innovation programme (grant
#| agreement No 637972) - see http://www.resibots.eu
#|
#| Contributor(s):
#| - Jean-Baptiste Mouret ([email protected])
#| - Antoine Cully ([email protected])
#| - Konstantinos Chatzilygeroudis ([email protected])
#| - Federico Allocati ([email protected])
#| - Vaios Papaspyros ([email protected])
#| - Roberto Rama ([email protected])
#|
#| This software is a computer library whose purpose is to optimize continuous,
#| black-box functions. It mainly implements Gaussian processes and Bayesian
#| optimization.
#| Main repository: http://github.com/resibots/limbo
#| Documentation: http://www.resibots.eu/limbo
#|
#| This software is governed by the CeCILL-C license under French law and
#| abiding by the rules of distribution of free software. You can use,
#| modify and/ or redistribute the software under the terms of the CeCILL-C
#| license as circulated by CEA, CNRS and INRIA at the following URL
#| "http://www.cecill.info".
#|
#| As a counterpart to the access to the source code and rights to copy,
#| modify and redistribute granted by the license, users are provided only
#| with a limited warranty and the software's author, the holder of the
#| economic rights, and the successive licensors have only limited
#| liability.
#|
#| In this respect, the user's attention is drawn to the risks associated
#| with loading, using, modifying and/or developing or reproducing the
#| software by the user in light of its specific status of free software,
#| that may mean that it is complicated to manipulate, and that also
#| therefore means that it is reserved for developers and experienced
#| professionals having in-depth computer knowledge. Users are therefore
#| encouraged to load and test the software's suitability as regards their
#| requirements in conditions enabling the security of their systems and/or
#| data to be ensured and, more generally, to use and operate it in the
#| same conditions as regards security.
#|
#| The fact that you are presently reading this means that you have had
#| knowledge of the CeCILL-C license and that you accept its terms.
#|
import sys
sys.path.insert(0, './waf_tools')
VERSION = '0.0.1'
APPNAME = 'limbo'
srcdir = '.'
blddir = 'build'
import glob
import os
import subprocess
import limbo, benchmarks
import inspect
from waflib import Logs
from waflib.Build import BuildContext
from waflib.Errors import WafError
def options(opt):
opt.load('compiler_cxx boost waf_unit_test')
opt.load('compiler_c')
opt.load('eigen')
opt.load('tbb')
opt.load('mkl')
opt.load('sferes')
opt.load('limbo')
opt.load('openmp')
opt.load('nlopt')
opt.load('libcmaes')
opt.load('xcode')
opt.add_option('--create', type='string', help='create a new exp', dest='create_exp')
limbo.add_create_options(opt)
opt.add_option('--exp', type='string', help='exp(s) to build, separate by comma', dest='exp')
opt.add_option('--qsub', type='string', help='config file (json) to submit to torque', dest='qsub')
opt.add_option('--oar', type='string', help='config file (json) to submit to oar', dest='oar')
opt.add_option('--local', type='string', help='config file (json) to run local', dest='local')
opt.add_option('--local_serial', type='string', help='config file (json) to run local', dest='local_serial')
opt.add_option('--experimental', action='store_true', help='specify to compile the experimental examples', dest='experimental')
opt.add_option('--nb_replicates', type='int', help='number of replicates performed during the benchmark', dest='nb_rep')
opt.add_option('--tests', action='store_true', help='compile tests or not', dest='tests')
opt.add_option('--write_params', type='string', help='write all the default values of parameters in a file (used by the documentation system)', dest='write_params')
opt.add_option('--regression_benchmarks', type='string', help='config file (json) to compile benchmark for regression', dest='regression_benchmarks')
opt.add_option('--cpp14', action='store_true', default=False, help='force c++-14 compilation [--cpp14]', dest='cpp14')
opt.add_option('--no-native', action='store_true', default=False, help='disable -march=native, which can cause some troubles [--no-native]', dest='no_native')
opt.add_option('--openmp', action='store_true', default=False, help='enable OpenMP (if found)', dest='openmp')
opt.add_option('--nowarnings', action='store_true', default=False, help='disable all warnings (used by the CI)', dest='nowarnings')
try:
os.mkdir(blddir)# because this is not always created at that stage
except:
print("build dir not created (it probably already exists, this is fine)")
opt.logger = Logs.make_logger(blddir + '/options.log', 'mylogger')
for i in glob.glob('exp/*'):
if os.path.isdir(i):
opt.start_msg('command-line options for [%s]' % i)
try:
opt.recurse(i)
opt.end_msg(' -> OK')
except WafError:
opt.end_msg(' -> no options found')
opt.recurse('src/benchmarks')
def configure(conf):
conf.load('compiler_cxx boost waf_unit_test')
conf.load('compiler_c')
conf.load('eigen')
conf.load('tbb')
conf.load('sferes')
if conf.options.openmp:
conf.load('openmp')
conf.load('mkl')
conf.load('xcode')
conf.load('nlopt')
conf.load('libcmaes')
conf.load('avx')
# dependencies
conf.check_boost(lib='serialization filesystem \
system unit_test_framework program_options \
thread', min_version='1.39')
conf.check_eigen()
conf.check_tbb()
conf.check_sferes()
if conf.options.openmp:
conf.check_openmp()
conf.check_mkl()
conf.check_nlopt()
conf.check_libcmaes()
conf.env.INCLUDES_LIMBO = os.path.dirname(os.path.abspath(inspect.getfile(inspect.currentframe()))) + "/src"
conf.env.LIBRARIES = 'BOOST EIGEN TBB LIBCMAES NLOPT'
if conf.options.openmp:
conf.env.LIBRARIES = conf.env.LIBRARIES + ' OMP'
# compiler
is_cpp14 = conf.options.cpp14
if is_cpp14:
is_cpp14 = conf.check_cxx(cxxflags="-std=c++14", mandatory=False, msg='Checking for C++14')
if not is_cpp14:
conf.msg('C++14 is requested, but your compiler does not support it!', 'Disabling it!', color='RED')
if conf.env.CXX_NAME in ["icc", "icpc"]:
common_flags = "-Wall -std=c++11"
opt_flags = " -O3 -xHost -g"
native_flags = "-mtune=native -unroll -fma"
else:
native_flags = '-march=native'
if conf.env.CXX_NAME in ["gcc", "g++"] and int(conf.env['CC_VERSION'][0]+conf.env['CC_VERSION'][1]) < 47:
common_flags = "-Wall -std=c++0x"
else:
common_flags = "-Wall -std=c++11"
if conf.env.CXX_NAME in ["clang", "llvm"]:
common_flags += " -fdiagnostics-color"
opt_flags = " -O3 -g"
if is_cpp14:
common_flags = common_flags + " -std=c++14"
# is libcmaes compiled with -march=native (avx instructions)?
cmaes_native = True
if conf.env.DEFINES_LIBCMAES: # if we have CMA-ES activated & found
conf.start_msg('Checking for libcmaes AVX support (-march=native)')
cmaes_native = conf.check_avx('libcmaes', 'cmaes')
if cmaes_native:
conf.end_msg('OK', 'GREEN')
else:
conf.end_msg('NO -> deactivate -march=native', 'YELLOW')
native = conf.check_cxx(cxxflags=native_flags, mandatory=False, msg='Checking for compiler flags \"'+native_flags+'\"')
if native and cmaes_native and not conf.options.no_native:
opt_flags = opt_flags + ' ' + native_flags
elif not native:
Logs.pprint('YELLOW', 'WARNING: Native flags not supported. The performance might be a bit deteriorated.')
else:
Logs.pprint('YELLOW', 'WARNING: Native flags not activated. The performance might be a bit deteriorated.')
all_flags = common_flags + opt_flags
conf.env['CXXFLAGS'] = conf.env['CXXFLAGS'] + all_flags.split(' ')
if conf.options.nowarnings:
conf.env['CXXFLAGS'] = conf.env['CXXFLAGS'] + ['-w']
Logs.pprint('NORMAL', 'CXXFLAGS: %s' % (conf.env['CXXFLAGS'] + conf.env['CXXFLAGS_OMP']))
if conf.options.exp:
for i in conf.options.exp.split(','):
Logs.pprint('NORMAL', 'configuring for exp: %s' % i)
conf.recurse('exp/' + i)
conf.recurse('src/benchmarks')
Logs.pprint('NORMAL', '')
Logs.pprint('NORMAL', 'WHAT TO DO NOW?')
Logs.pprint('NORMAL', '---------------')
Logs.pprint('NORMAL', '[users] To compile Limbo: ./waf build')
Logs.pprint('NORMAL', '[users] To compile and run unit tests: ./waf --tests')
Logs.pprint('NORMAL', '[users] Read the documentation (inc. tutorials) on http://www.resibots.eu/limbo')
Logs.pprint('NORMAL', '[developers] To compile the HTML documentation (this requires sphinx and the resibots theme): ./waf docs')
Logs.pprint('NORMAL', '[developers] To compile the BO benchmarks: ./waf build_bo_benchmarks')
Logs.pprint('NORMAL', '[developers] To run the BO benchmarks: ./waf run_bo_benchmarks')
Logs.pprint('NORMAL', '[developers] To compile the regression benchmarks (requires a json file with the setup): ./waf --regression_benchmarks file.json')
Logs.pprint('NORMAL', '[developers] To run the regression benchmarks: ./waf run_regression_benchmarks --regression_benchmarks file.json')
Logs.pprint('NORMAL', '[developers] To compile the extensive tests: ./waf build_extensive_tests')
def build(bld):
if bld.options.write_params:
limbo.write_default_params(bld.options.write_params)
Logs.pprint('NORMAL', 'default parameters written in %s' % bld.options.write_params)
bld.recurse('src/')
if bld.options.exp:
for i in bld.options.exp.split(','):
Logs.pprint('NORMAL', 'Building exp: %s' % i)
bld.recurse('exp/' + i)
limbo.output_params('exp/'+i)
if bld.options.regression_benchmarks:
benchmarks.compile_regression_benchmarks(bld, bld.options.regression_benchmarks)
bld.add_post_fun(limbo.summary)
def build_extensive_tests(ctx):
ctx.recurse('src/')
ctx.recurse('src/tests')
def build_bo_benchmarks(ctx):
ctx.recurse('src/benchmarks')
def run_extensive_tests(ctx):
for fullname in glob.glob('build/src/tests/combinations/*'):
if os.path.isfile(fullname) and os.access(fullname, os.X_OK):
fpath, fname = os.path.split(fullname)
Logs.pprint('NORMAL', 'Running: %s' % fname)
s = "cd " + fpath + "; ./" + fname
retcode = subprocess.call(s, shell=True, env=None)
def submit_extensive_tests(ctx):
for fullname in glob.glob('build/src/tests/combinations/*'):
if os.path.isfile(fullname) and os.access(fullname, os.X_OK):
fpath, fname = os.path.split(fullname)
s = "cd " + fpath + ";oarsub -l /nodes=1/core=2,walltime=00:15:00 -n " + fname + " -O " + fname + ".stdout.%jobid%.log -E " + fname + ".stderr.%jobid%.log ./" + fname
retcode = subprocess.call(s, shell=True, env=None)
Logs.pprint('NORMAL', 'oarsub returned: %s' % str(retcode))
def run_bo_benchmarks(ctx):
benchmarks.run_bo_benchmarks(ctx)
def run_regression_benchmarks(ctx):
benchmarks.run_regression_benchmarks(ctx)
def shutdown(ctx):
if ctx.options.create_exp:
limbo.create_exp(ctx.options.create_exp, ctx.options)
if ctx.options.qsub:
limbo.qsub(ctx.options.qsub)
if ctx.options.oar:
limbo.oar(ctx.options.oar)
if ctx.options.local:
limbo.run_local(ctx.options.local, False)
if ctx.options.local_serial:
limbo.run_local(ctx.options.local_serial)
def insert_license(ctx):
limbo.insert_license()
def write_default_params(ctx):
Logs.pprint('NORMAL', 'extracting default params to docs/defaults.rst')
limbo.write_default_params('docs/defaults.rst')
def build_docs(ctx):
Logs.pprint('NORMAL', "generating HTML doc with versioning...")
s = 'sphinx-versioning -v build -f docs/pre_script.sh --whitelist-branches "(master|release-*)" docs docs/_build/html'
retcode = subprocess.call(s, shell=True, env=None)
class BuildExtensiveTestsContext(BuildContext):
cmd = 'build_extensive_tests'
fun = 'build_extensive_tests'
class BuildBenchmark(BuildContext):
cmd = 'build_bo_benchmarks'
fun = 'build_bo_benchmarks'
class InsertLicense(BuildContext):
cmd = 'insert_license'
fun = 'insert_license'
class BuildDoc(BuildContext):
cmd = 'docs'
fun = 'build_docs'
class BuildDoc(BuildContext):
cmd = 'default_params'
fun = 'write_default_params'