openai / gym-http-api

API to access OpenAI Gym from other languages via HTTP
MIT License
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Fail to run 'HandManipulateBlock-v0' #69

Open navid-hoseini opened 6 years ago

navid-hoseini commented 6 years ago

Thanks for the nice api. I managed to run CartPole-v0 using python example_agent.py command. Now I need to run HandManipulateBlock-v0. But this environment is not available in gym 0.7.4 (specified in requirements.txt). So I changed the versions of numpy, gym and requests in requirements.txt to the following: numpy==1.15.0, gym==0.10.5, requests==2.19.1 Now gym-http-api recognizes HandManipulateBlock-v0 environment. But when I try to run the environment using python example_agent.py, the execution halts with the followint exception:

Traceback (most recent call last): File "/home/navid/gym-http-api/gym_http_client.py", line 22, in _parse_server_error_or_raise_for_status j = resp.json() File "/home/navid/my-gym-http-api/lib/python3.5/site-packages/requests/models.py", line 896, in json return complexjson.loads(self.text, **kwargs) File "/usr/lib/python3.5/json/init.py", line 319, in loads return _default_decoder.decode(s) File "/usr/lib/python3.5/json/decoder.py", line 339, in decode obj, end = self.raw_decode(s, idx=_w(s, 0).end()) File "/usr/lib/python3.5/json/decoder.py", line 357, in raw_decode raise JSONDecodeError("Expecting value", s, err.value) from None json.decoder.JSONDecodeError: Expecting value: line 1 column 1 (char 0)

Could anyone give me some hint about how to fix this? Thanks. Best regards, Navid

BoltzmannBrain commented 6 years ago

Also wanting to run the mujoco environments, I upgraded the pypi packages (in requirements.txt) to their latest, and get what looks to be a segfault running the python example:

Server starting at: http://127.0.0.1:5000
 * Serving Flask app "gym_http_server" (lazy loading)
 * Environment: production
   WARNING: Do not use the development server in a production environment.
   Use a production WSGI server instead.
 * Debug mode: off
2018-10-02 11:18:38.612 python[39830:1196208] *** Terminating app due to uncaught exception 'NSInternalInconsistencyException', reason: 'NSWindow drag regions should only be invalidated on the Main Thread!'
*** First throw call stack:
(
    0   CoreFoundation                      0x00007fff40b7543d __exceptionPreprocess + 256
    1   libobjc.A.dylib                     0x00007fff6ca82720 objc_exception_throw + 48
    2   CoreFoundation                      0x00007fff40b8eec1 -[NSException raise] + 9
    3   AppKit                              0x00007fff3e0932a5 -[NSWindow(NSWindow_Theme) _postWindowNeedsToResetDragMarginsUnlessPostingDisabled] + 324
    4   AppKit                              0x00007fff3e09068c -[NSWindow _initContent:styleMask:backing:defer:contentView:] + 1488
    5   AppKit                              0x00007fff3e0900b6 -[NSWindow initWithContentRect:styleMask:backing:defer:] + 45
    6   _ctypes.cpython-37m-darwin.so       0x0000000114215ef7 ffi_call_unix64 + 79
    7   ???                                 0x000070000a50a1f0 0x0 + 123145475367408
)
libc++abi.dylib: terminating with uncaught exception of type NSException
Abort trap: 6

FWIW I'm on OSX 10.14 in a Python3.7 virtual env.

machinaut commented 6 years ago

We don't use the HTTP API internally, so it hasn't got much attention lately.

What's your use case for needing it? Could you use the regular (python) api instead?

BoltzmannBrain commented 6 years ago

Thanks for following up @machinaut. The rest of my code (i.e. the "agent") is in C++. I could write bindings s.t. the experiments are run with the standard gym python api, passing observations/actions to/from the C++ agent, but I was hoping to avoid that by using this repo.

machinaut commented 6 years ago

I think there isn't currently an effort to maintain this repo, so I would recommend using it as-is with older packages if the older environments are sufficient for your needs.

If you need the newer mujoco environments, then I would recommend looking at a different way of communicating with the python API.

I've personally had a lot of success integrating c++ and python code by making the C++ code into modules using the C extension api: https://docs.python.org/3/c-api/intro.html

BoltzmannBrain commented 6 years ago

Okay, not a problem, but I would suggest adding a note to the README:

This repo is not actively supported beyond commit ___. Proceed at your own risk if using package version greater than those defined in requirements.txt, as some gym/mujoco functions and environments may not be useable.

And yes I'm familiar with the C extension API, having used it with Boost.Python and pybind. If I end up implementing the bindings, would this be desired functionality for the gym repo?

machinaut commented 6 years ago

It would be useful to have, but maybe not in the primary gym repo. External bindings could be a separate package instead.