Unity 机器学习代理工具包 (ML-Agents) 是一个开源项目,它使游戏和模拟能够作为训练智能代理的环境。
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108 行
4.2 KiB

import glob
import os
import subprocess
from sys import platform
from typing import Optional, List
from mlagents_envs.logging_util import get_logger
from mlagents_envs.exception import UnityEnvironmentException
def get_platform():
"""
returns the platform of the operating system : linux, darwin or win32
"""
return platform
def validate_environment_path(env_path: str) -> Optional[str]:
"""
Strip out executable extensions of the env_path
:param env_path: The path to the executable
"""
env_path = (
env_path.strip()
.replace(".app", "")
.replace(".exe", "")
.replace(".x86_64", "")
.replace(".x86", "")
)
true_filename = os.path.basename(os.path.normpath(env_path))
get_logger(__name__).debug(f"The true file name is {true_filename}")
if not (glob.glob(env_path) or glob.glob(env_path + ".*")):
return None
cwd = os.getcwd()
launch_string = None
true_filename = os.path.basename(os.path.normpath(env_path))
if get_platform() == "linux" or get_platform() == "linux2":
candidates = glob.glob(os.path.join(cwd, env_path) + ".x86_64")
if len(candidates) == 0:
candidates = glob.glob(os.path.join(cwd, env_path) + ".x86")
if len(candidates) == 0:
candidates = glob.glob(env_path + ".x86_64")
if len(candidates) == 0:
candidates = glob.glob(env_path + ".x86")
if len(candidates) > 0:
launch_string = candidates[0]
elif get_platform() == "darwin":
candidates = glob.glob(
os.path.join(cwd, env_path + ".app", "Contents", "MacOS", true_filename)
)
if len(candidates) == 0:
candidates = glob.glob(
os.path.join(env_path + ".app", "Contents", "MacOS", true_filename)
)
if len(candidates) == 0:
candidates = glob.glob(
os.path.join(cwd, env_path + ".app", "Contents", "MacOS", "*")
)
if len(candidates) == 0:
candidates = glob.glob(
os.path.join(env_path + ".app", "Contents", "MacOS", "*")
)
if len(candidates) > 0:
launch_string = candidates[0]
elif get_platform() == "win32":
candidates = glob.glob(os.path.join(cwd, env_path + ".exe"))
if len(candidates) == 0:
candidates = glob.glob(env_path + ".exe")
if len(candidates) > 0:
launch_string = candidates[0]
return launch_string
def launch_executable(file_name: str, args: List[str]) -> subprocess.Popen:
"""
Launches a Unity executable and returns the process handle for it.
:param file_name: the name of the executable
:param args: List of string that will be passed as command line arguments
when launching the executable.
"""
launch_string = validate_environment_path(file_name)
if launch_string is None:
raise UnityEnvironmentException(
f"Couldn't launch the {file_name} environment. Provided filename does not match any environments."
)
else:
get_logger(__name__).debug(f"This is the launch string {launch_string}")
# Launch Unity environment
subprocess_args = [launch_string] + args
try:
return subprocess.Popen(
subprocess_args,
# start_new_session=True means that signals to the parent python process
# (e.g. SIGINT from keyboard interrupt) will not be sent to the new process on POSIX platforms.
# This is generally good since we want the environment to have a chance to shutdown,
# but may be undesirable in come cases; if so, we'll add a command-line toggle.
# Note that on Windows, the CTRL_C signal will still be sent.
start_new_session=True,
)
except PermissionError as perm:
# This is likely due to missing read or execute permissions on file.
raise UnityEnvironmentException(
f"Error when trying to launch environment - make sure "
f"permissions are set correctly. For example "
f'"chmod -R 755 {launch_string}"'
) from perm