python311Packages.torchrl: init at 0.2.1

pkgs/development/python-modules/torchrl/default.nix

@@ -0,0 +1,154 @@
+{ lib
+, buildPythonPackage
+, pythonOlder
+, fetchFromGitHub
+, fetchpatch
+, ninja
+, setuptools
+, wheel
+, which
+, cloudpickle
+, numpy
+, torch
+, ale-py
+, gym
+, pygame
+, gymnasium
+, mujoco
+, moviepy
+, git
+, hydra-core
+, tensorboard
+, tqdm
+, wandb
+, packaging
+, tensordict
+, imageio
+, pytest-rerunfailures
+, pytestCheckHook
+, pyyaml
+, scipy
+}:
+
+buildPythonPackage rec {
+  pname = "torchrl";
+  version = "0.2.1";
+  pyproject = true;
+
+  disabled = pythonOlder "3.8";
+
+  src = fetchFromGitHub {
+    owner = "pytorch";
+    repo = "rl";
+    rev = "refs/tags/v${version}";
+    hash = "sha256-Y3WbSMGXS6fb4RyXk2SAKHT6RencGTZXM3tc65AQx74=";
+  };
+
+  patches = [
+    (fetchpatch {  # https://github.com/pytorch/rl/pull/1828
+      name = "pyproject.toml-remove-unknown-properties";
+      url = "https://github.com/pytorch/rl/commit/c390cf602fc79cb37d5f7bda6e44b5e9546ecda0.patch";
+      hash = "sha256-cUBBvKJ8vIHprcGzMojkUxcOrrmNPIoIBfLwHXWkjOc=";
+    })
+  ];
+
+  nativeBuildInputs = [
+    ninja
+    setuptools
+    wheel
+    which
+  ];
+
+  propagatedBuildInputs = [
+    cloudpickle
+    numpy
+    packaging
+    tensordict
+    torch
+  ];
+
+  passthru.optional-dependencies = {
+    atari = [
+      ale-py
+      gym
+      pygame
+    ];
+    gym-continuous = [
+      gymnasium
+      mujoco
+    ];
+    rendering = [
+      moviepy
+    ];
+    utils = [
+      git
+      hydra-core
+      tensorboard
+      tqdm
+      wandb
+    ];
+  };
+
+  # torchrl needs to create a folder to store datasets
+  preBuild = ''
+    export D4RL_DATASET_DIR=$(mktemp -d)
+  '';
+
+  pythonImportsCheck = [
+    "torchrl"
+  ];
+
+  # We have to delete the source because otherwise it is used instead of the installed package.
+  preCheck = ''
+    rm -rf torchrl
+
+    export XDG_RUNTIME_DIR=$(mktemp -d)
+  ''
+  # Otherwise, tochrl will try to use unpackaged torchsnapshot.
+  # TODO: This should be the default from next release so remove when updating from 0.2.1
+  + ''
+    export CKPT_BACKEND="torch"
+  '';
+
+  nativeCheckInputs = [
+    gymnasium
+    imageio
+    pytest-rerunfailures
+    pytestCheckHook
+    pyyaml
+    scipy
+  ]
+  ++ passthru.optional-dependencies.atari
+  ++ passthru.optional-dependencies.gym-continuous
+  ++ passthru.optional-dependencies.rendering;
+
+  disabledTests = [
+    # mujoco.FatalError: an OpenGL platform library has not been loaded into this process, this most likely means that a valid OpenGL context has not been created before mjr_makeContext was called
+    "test_vecenvs_env"
+
+    # ValueError: Can't write images with one color channel.
+    "test_log_video"
+
+    # Those tests require the ALE environments (provided by unpackaged shimmy)
+    "test_collector_env_reset"
+    "test_gym"
+    "test_gym_fake_td"
+    "test_recorder"
+    "test_recorder_load"
+    "test_rollout"
+    "test_parallel_trans_env_check"
+    "test_serial_trans_env_check"
+    "test_single_trans_env_check"
+    "test_td_creation_from_spec"
+    "test_trans_parallel_env_check"
+    "test_trans_serial_env_check"
+    "test_transform_env"
+  ];
+
+  meta = with lib; {
+    description = "A modular, primitive-first, python-first PyTorch library for Reinforcement Learning";
+    homepage = "https://github.com/pytorch/rl";
+    license = licenses.mit;
+    maintainers = with maintainers; [ GaetanLepage ];
+  };
+}

pkgs/top-level/python-packages.nix

@@ -14536,6 +14536,8 @@ self: super: with self; {
 
   torchlibrosa = callPackage ../development/python-modules/torchlibrosa { };
 
+  torchrl = callPackage ../development/python-modules/torchrl { };
+
   torchsde = callPackage ../development/python-modules/torchsde { };
 
   torchvision = callPackage ../development/python-modules/torchvision { };