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OS-World6419d70
import datetime
import json
import logging
import os
import sys
import time
import argparse
from desktop_env.desktop_env import DesktopEnv
# Logger Configs {{{ #
logger = logging.getLogger()
logger.setLevel(logging.DEBUG)
datetime_str: str = datetime.datetime.now().strftime("%Y%m%d@%H%M%S")
file_handler = logging.FileHandler(os.path.join("logs", "normal-{:}.log".format(datetime_str)), encoding="utf-8")
debug_handler = logging.FileHandler(os.path.join("logs", "debug-{:}.log".format(datetime_str)), encoding="utf-8")
stdout_handler = logging.StreamHandler(sys.stdout)
sdebug_handler = logging.FileHandler(os.path.join("logs", "sdebug-{:}.log".format(datetime_str)), encoding="utf-8")
file_handler.setLevel(logging.INFO)
debug_handler.setLevel(logging.DEBUG)
stdout_handler.setLevel(logging.INFO)
sdebug_handler.setLevel(logging.DEBUG)
formatter = logging.Formatter(
fmt="\x1b[1;33m[%(asctime)s \x1b[31m%(levelname)s \x1b[32m%(module)s/%(lineno)d-%(processName)s\x1b[1;33m] \x1b[0m%(message)s")
file_handler.setFormatter(formatter)
debug_handler.setFormatter(formatter)
stdout_handler.setFormatter(formatter)
sdebug_handler.setFormatter(formatter)
stdout_handler.addFilter(logging.Filter("desktopenv"))
sdebug_handler.addFilter(logging.Filter("desktopenv"))
logger.addHandler(file_handler)
logger.addHandler(debug_handler)
logger.addHandler(stdout_handler)
logger.addHandler(sdebug_handler)
# }}} Logger Configs #
logger = logging.getLogger("desktopenv.main")
def human_agent():
"""
Runs the Gym environment with human input.
"""
parser = argparse.ArgumentParser()
parser.add_argument('-p', '--path', type=str, default="", help="Path to the virtual machine.")
parser.add_argument('-e', '--example', type=str, help="Path to the example json file.")
parser.add_argument('-s', '--snapshot', type=str, default="init_state", help="Name of the snapshot to load.")
parser.add_argument('-r', '--region', type=str, help="(For VirtualBox) Name of the bridged adapter. (For AWS) Name of the region.")
args = parser.parse_args(sys.argv[1:])
example_path = args.example if args.example is not None and os.path.exists(args.example) else \
'evaluation_examples/examples/multi_apps/5990457f-2adb-467b-a4af-5c857c92d762.json'
with open(example_path, "r", encoding="utf-8") as f:
example = json.load(f)
# assert os.path.exists(args.path), "The specified path to the .vmx file does not exist."
env = DesktopEnv(
path_to_vm=args.path,
action_space="computer_13",
snapshot_name=args.snapshot,
region=args.region
)
# reset the environment to certain snapshot
observation = env.reset(task_config=example)
done = False
logger.info('\x1b[32m[TASK INSTRUCTION]: \x1b[32;3m%s\x1b[0m', example["instruction"])
input("Press Enter to start human operation...")
human_start_time = time.time()
input("Press Enter to finish human operation.")
print("Time elapsed of human operation: %.2f" % (time.time() - human_start_time))
result = env.evaluate()
logger.info("Result: %.2f", result)
env.close()
logger.info("Environment closed.")
if __name__ == "__main__":
human_agent()