"mlflow ui" 在 MS Windows 上尝试运行时出错

Question

当我运行mlflow ui出现以下错误：

Traceback (most recent call last):
  File "c:\anaconda3\lib\runpy.py", line 193, in _run_module_as_main
    "__main__", mod_spec)
  File "c:\anaconda3\lib\runpy.py", line 85, in _run_code
    exec(code, run_globals)
  File "C:\Anaconda3\Scripts\gunicorn.exe\__main__.py", line 5, in <module>
  File "c:\anaconda3\lib\site-packages\gunicorn\app\wsgiapp.py", line 9, in <module>
    from gunicorn.app.base import Application
  File "c:\anaconda3\lib\site-packages\gunicorn\app\base.py", line 12, in <module>
    from gunicorn import util
  File "c:\anaconda3\lib\site-packages\gunicorn\util.py", line 9, in <module>
    import fcntl
ModuleNotFoundError: No module named 'fcntl'
Traceback (most recent call last):
  File "c:\anaconda3\lib\runpy.py", line 193, in _run_module_as_main
    "__main__", mod_spec)
  File "c:\anaconda3\lib\runpy.py", line 85, in _run_code
    exec(code, run_globals)
  File "C:\Anaconda3\Scripts\mlflow.exe\__main__.py", line 9, in <module>
  File "c:\anaconda3\lib\site-packages\click\core.py", line 722, in __call__
    return self.main(*args, **kwargs)
  File "c:\anaconda3\lib\site-packages\click\core.py", line 697, in main
    rv = self.invoke(ctx)
  File "c:\anaconda3\lib\site-packages\click\core.py", line 1066, in invoke
    return _process_result(sub_ctx.command.invoke(sub_ctx))
  File "c:\anaconda3\lib\site-packages\click\core.py", line 895, in invoke
    return ctx.invoke(self.callback, **ctx.params)
  File "c:\anaconda3\lib\site-packages\click\core.py", line 535, in invoke
    return callback(*args, **kwargs)
  File "c:\anaconda3\lib\site-packages\mlflow\cli.py", line 131, in ui
    mlflow.server._run_server(file_store, file_store, host, port, 1)
  File "c:\anaconda3\lib\site-packages\mlflow\server\__init__.py", line 48, in _run_server
    env=env_map, stream_output=True)
  File "c:\anaconda3\lib\site-packages\mlflow\utils\process.py", line 38, in exec_cmd
    raise ShellCommandException("Non-zero exitcode: %s" % (exit_code))
mlflow.utils.process.ShellCommandException: Non-zero exitcode: 1

我使用 anaconda + python 3.6.5 我安装了 git 并使用 C:\Program Files\Git\bin\git.exe 和 C:\Program Files\Git\cmd.

设置了路径

我安装了 mlflow whit pip install mlflow，它的版本是 0.2.1。

我在环境变量中设置了一个名称为 GIT_PYTHON_GIT_EXECUTABLE、值为 C:\Program Files\Git\bin\git.exe 的变量。

我该如何解决这个问题？

Answer 1

mlflow documentation 已经说过

Note 2: We do not currently support running MLflow on Windows. Despite this, we would appreciate any contributions to make MLflow work better on Windows.

您遇到了 fcntl 问题：它在 MS Windows 平台上不可用，因为它是 fcntl function that's available on POSIX-compatible systems. (See 周围的 "wrapper" 以获取更多详细信息。）

解决这个问题需要相应地修改mlflow的源代码。

Answer 2

首先卸载 'mlflow' 和 'waitress'，然后重新安装 'mlflow'。现在试试吧

"mlflow ui" 在 MS Windows 上尝试运行时出错

Error with "mlflow ui" when trying to run it on MS Windows

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"mlflow ui" 在 MS Windows 上尝试 运行 时出错

Error with "mlflow ui" when trying to run it on MS Windows

python

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fcntl

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"mlflow ui" 在 MS Windows 上尝试运行时出错