def _configure_asfault() -> None:
# asfault setup
from asfault.config import init_configuration, load_configuration
from tempfile import TemporaryDirectory
temp_dir = TemporaryDirectory(prefix="testGenerator")
init_configuration(temp_dir.name)
load_configuration(temp_dir.name)
def process_results(exp_dir):
l.info('Processing results in: %s', exp_dir)
final_results = None
config.load_configuration(exp_dir)
config.rg.ensure_directories()
results_file = config.rg.get_results_path()
if os.path.exists(results_file):
data = pd.read_csv(results_file,
sep=';',
quoting=csv.QUOTE_NONNUMERIC,
names=experiments.CSV_HEADER)
graph_oobs_over_gens(data, config.rg.get_oobs_gens_path())
props = get_exp_properties(data)
props_file = 'props.json'
props_file = os.path.join(exp_dir, props_file)
with open(props_file, 'w') as out_file:
out_file.write(json.dumps(props, indent=4, sort_keys=True))
execs_path = config.rg.get_execs_path()
if os.path.exists(execs_path):
oob_segs = defaultdict(int)
oob_speeds = []
for root, _, files in os.walk(execs_path, topdown=True):
for fil in files:
fil = os.path.join(root, fil)
with open(fil, 'r') as in_file:
exec = json.loads(in_file.read())
exec = exec['execution']
if 'oob_speeds' in exec:
oob_speeds.extend(exec['oob_speeds'])
if 'seg_oob_count' in exec:
seg_oob_count = exec['seg_oob_count']
for key, val in seg_oob_count.items():
oob_segs[key] += val
oob_segs = process_oob_segs(oob_segs)
graph_oob_segs(oob_segs, config.rg.get_oob_segs_path())
def read_environment(env_dir):
l.info('Starting with environment from: %s', env_dir)
config.load_configuration(env_dir)