def test_preset_n_and_ew(preset_args,
clres,
start_time=time.time(),
time_limit=Def.TimeOuts.test_time_limit):
"""
Test command arguments - check evaluation worker with number of workers
"""
ew_flag = ['-ew']
n_flag = ['-n', Def.Flags.enw]
p_valid_params = p_utils.validation_params(preset_args)
run_cmd = [
'python3',
'rl_coach/coach.py',
'-p',
'{}'.format(preset_args),
'-e',
'{}'.format("ExpName_" + preset_args),
]
# add flags to run command
test_ew_flag = a_utils.add_one_flag_value(flag=ew_flag)
test_n_flag = a_utils.add_one_flag_value(flag=n_flag)
run_cmd.extend(test_ew_flag)
run_cmd.extend(test_n_flag)
print(str(run_cmd))
try:
proc = subprocess.Popen(run_cmd,
stdout=clres.stdout,
stderr=clres.stdout)
try:
a_utils.validate_arg_result(flag=test_ew_flag,
p_valid_params=p_valid_params,
clres=clres,
process=proc,
start_time=start_time,
timeout=time_limit)
a_utils.validate_arg_result(flag=test_n_flag,
p_valid_params=p_valid_params,
clres=clres,
process=proc,
start_time=start_time,
timeout=time_limit)
except AssertionError:
# close process once get assert false
proc.kill()
# if test failed - print logs
screen.error(open(clres.stdout.name).read(), crash=False)
assert False
except OSError as e:
# if test launch failed due to OSError - skip test
pytest.skip(e)
proc.kill()
def test_preset_args(preset_args,
flag,
clres,
start_time=time.time(),
time_limit=Def.TimeOuts.test_time_limit):
""" Test command arguments - the test will check all flags one-by-one."""
p_valid_params = p_utils.validation_params(preset_args)
run_cmd = [
'python3',
'rl_coach/coach.py',
'-p',
'{}'.format(preset_args),
'-e',
'{}'.format("ExpName_" + preset_args),
]
if p_valid_params.reward_test_level:
lvl = ['-lvl', '{}'.format(p_valid_params.reward_test_level)]
run_cmd.extend(lvl)
# add flags to run command
test_flag = a_utils.add_one_flag_value(flag=flag)
if flag[0] == "-cp":
seed = ['--seed', '42']
seed_flag = a_utils.add_one_flag_value(flag=seed)
run_cmd.extend(seed_flag)
run_cmd.extend(test_flag)
print(str(run_cmd))
try:
proc = subprocess.Popen(run_cmd,
stdout=clres.stdout,
stderr=clres.stdout)
try:
a_utils.validate_arg_result(flag=test_flag,
p_valid_params=p_valid_params,
clres=clres,
process=proc,
start_time=start_time,
timeout=time_limit)
except AssertionError:
# close process once get assert false
proc.kill()
# if test failed - print logs
screen.error(open(clres.stdout.name).read(), crash=False)
assert False
except OSError as e:
# if test launch failed due to OSError - skip test
pytest.skip(e)
proc.kill()
def _create_cmd_and_run(flag):
"""
Create default command with given flag and run it
:param flag: name of the tested flag, this flag will be extended to the
running command line
:return: active process
"""
run_cmd = [
'python3',
'rl_coach/coach.py',
'-p',
'{}'.format(preset_args),
'-e',
'{}'.format("ExpName_" + preset_args),
'--seed',
'{}'.format(4),
'-f',
'{}'.format(framework),
]
test_flag = a_utils.add_one_flag_value(flag=flag)
run_cmd.extend(test_flag)
print(str(run_cmd))
p = subprocess.Popen(run_cmd, stdout=clres.stdout, stderr=clres.stdout)
return p
def test_preset_args(preset_args,
flag,
clres,
start_time=time.time(),
time_limit=Def.TimeOuts.test_time_limit):
""" Test command arguments - the test will check all flags one-by-one."""
p_valid_params = p_utils.validation_params(preset_args)
run_cmd = [
'python3',
'rl_coach/coach.py',
'-p',
'{}'.format(preset_args),
'-e',
'{}'.format("ExpName_" + preset_args),
]
if p_valid_params.reward_test_level:
lvl = ['-lvl', '{}'.format(p_valid_params.reward_test_level)]
run_cmd.extend(lvl)
# add flags to run command
test_flag = a_utils.add_one_flag_value(flag=flag)
run_cmd.extend(test_flag)
print(str(run_cmd))
# run command
p = subprocess.Popen(run_cmd, stdout=clres.stdout, stderr=clres.stdout)
# validate results
a_utils.validate_args_results(test_flag, clres, p, start_time, time_limit)
# Close process
p.kill()
def test_preset_seed(preset_args_for_seed,
clres,
start_time=time.time(),
time_limit=Def.TimeOuts.test_time_limit):
"""
Test command arguments - the test will check seed argument with all
presets
"""
def close_processes():
"""
close all processes that still active in the process list
"""
for i in range(seed_num):
proc[i].kill()
proc = []
seed_num = 2
flag = ["--seed", str(seed_num)]
p_valid_params = p_utils.validation_params(preset_args_for_seed)
run_cmd = [
'python3',
'rl_coach/coach.py',
'-p',
'{}'.format(preset_args_for_seed),
'-e',
'{}'.format("ExpName_" + preset_args_for_seed),
]
if p_valid_params.trace_test_levels:
lvl = ['-lvl', '{}'.format(p_valid_params.trace_test_levels[0])]
run_cmd.extend(lvl)
# add flags to run command
test_flag = a_utils.add_one_flag_value(flag=flag)
run_cmd.extend(test_flag)
print(str(run_cmd))
for _ in range(seed_num):
proc.append(
subprocess.Popen(run_cmd, stdout=clres.stdout,
stderr=clres.stdout))
try:
a_utils.validate_arg_result(flag=test_flag,
p_valid_params=p_valid_params,
clres=clres,
process=proc,
start_time=start_time,
timeout=time_limit)
except AssertionError:
close_processes()
# if test failed - print logs
screen.error(open(clres.stdout.name).read(), crash=False)
assert False
close_processes()
def _create_cmd_and_run(flag):
run_cmd = [
'python3', 'rl_coach/coach.py',
'-p', '{}'.format(preset_args),
'-e', '{}'.format("ExpName_" + preset_args),
]
test_flag = a_utils.add_one_flag_value(flag=flag)
run_cmd.extend(test_flag)
p = subprocess.Popen(run_cmd, stdout=clres.stdout, stderr=clres.stdout)
return p
def test_preset_args(preset_args,
flag,
clres,
start_time=time.time(),
time_limit=Def.TimeOuts.test_time_limit):
""" Test command arguments - the test will check all flags one-by-one."""
p_valid_params = p_utils.validation_params(preset_args)
run_cmd = [
'python3',
'rl_coach/coach.py',
'-p',
'{}'.format(preset_args),
'-e',
'{}'.format("ExpName_" + preset_args),
]
if p_valid_params.reward_test_level:
lvl = ['-lvl', '{}'.format(p_valid_params.reward_test_level)]
run_cmd.extend(lvl)
# add flags to run command
test_flag = a_utils.add_one_flag_value(flag=flag)
run_cmd.extend(test_flag)
print(str(run_cmd))
proc = subprocess.Popen(run_cmd, stdout=clres.stdout, stderr=clres.stdout)
try:
a_utils.validate_arg_result(flag=test_flag,
p_valid_params=p_valid_params,
clres=clres,
process=proc,
start_time=start_time,
timeout=time_limit)
except AssertionError:
# close process once get assert false
proc.kill()
assert False
proc.kill()
def test_preset_n_and_ew_and_onnx(preset_args,
clres,
start_time=time.time(),
time_limit=Def.TimeOuts.test_time_limit):
"""
Test command arguments - check evaluation worker, number of workers and
onnx.
"""
ew_flag = ['-ew']
n_flag = ['-n', Def.Flags.enw]
onnx_flag = ['-onnx']
s_flag = ['-s', Def.Flags.css]
p_valid_params = p_utils.validation_params(preset_args)
run_cmd = [
'python3',
'rl_coach/coach.py',
'-p',
'{}'.format(preset_args),
'-e',
'{}'.format("ExpName_" + preset_args),
]
# add flags to run command
test_ew_flag = a_utils.add_one_flag_value(flag=ew_flag)
test_n_flag = a_utils.add_one_flag_value(flag=n_flag)
test_onnx_flag = a_utils.add_one_flag_value(flag=onnx_flag)
test_s_flag = a_utils.add_one_flag_value(flag=s_flag)
run_cmd.extend(test_ew_flag)
run_cmd.extend(test_n_flag)
run_cmd.extend(test_onnx_flag)
run_cmd.extend(test_s_flag)
print(str(run_cmd))
proc = subprocess.Popen(run_cmd, stdout=clres.stdout, stderr=clres.stdout)
try:
# Check csv files has been created
a_utils.validate_arg_result(flag=test_ew_flag,
p_valid_params=p_valid_params,
clres=clres,
process=proc,
start_time=start_time,
timeout=time_limit)
# Check csv files created same as the number of the workers
a_utils.validate_arg_result(flag=test_n_flag,
p_valid_params=p_valid_params,
clres=clres,
process=proc,
start_time=start_time,
timeout=time_limit)
# Check checkpoint files
a_utils.validate_arg_result(flag=test_s_flag,
p_valid_params=p_valid_params,
clres=clres,
process=proc,
start_time=start_time,
timeout=time_limit)
# TODO: add onnx check; issue found #257
except AssertionError:
# close process once get assert false
proc.kill()
assert False
proc.kill()
