repo_id stringclasses 409
values | prefix large_stringlengths 34 36.3k | target large_stringlengths 1 498 | assertion_type stringclasses 31
values | difficulty stringclasses 8
values | test_file stringlengths 10 121 | test_function stringlengths 1 104 | test_class stringlengths 0 51 | lineno int32 2 11.3k | commit_idx int32 |
|---|---|---|---|---|---|---|---|---|---|
DLR-RM/stable-baselines3 | import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
from stable_baselines3 import A2C
from stable_baselines3.common.buffers import DictReplayBuffer, DictRolloutBuffer, ReplayBuffer, RolloutBuffer
from stable_baselines3.common.env_checker import check_env
from stable... | desired_device | assert | variable | tests/test_buffers.py | test_device_buffer | 153 | null | |
DLR-RM/stable-baselines3 | import csv
import json
import os
import uuid
import warnings
import gymnasium as gym
import pandas
import pytest
from stable_baselines3 import PPO
from stable_baselines3.common.envs.bit_flipping_env import BitFlippingEnv
from stable_baselines3.common.evaluation import evaluate_policy
from stable_baselines3.common.mon... | 4 | assert | numeric_literal | tests/test_vec_monitor.py | test_vec_monitor_info_keywords | 76 | null | |
DLR-RM/stable-baselines3 | import json
import os
import uuid
import warnings
import gymnasium as gym
import pandas
import pytest
from stable_baselines3.common.monitor import LoadMonitorResultsError, Monitor, get_monitor_files, load_results
DEMO_MONITOR = """#{"t_start": 1771532779.9940808, "env_id": "Pendulum-v1"}
r,l,t
-1463.466035,200,1.622... | False | assert | bool_literal | tests/test_monitor.py | test_monitor | 63 | null | |
DLR-RM/stable-baselines3 | import importlib.util
import os
import sys
import time
from collections.abc import Sequence
from io import TextIOBase
from unittest import mock
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
from matplotlib import pyplot as plt
from pandas.errors import EmptyDa... | desired_printed | assert | variable | tests/test_logger.py | test_human_out_custom_text_io | 536 | null | |
DLR-RM/stable-baselines3 | import os
from copy import deepcopy
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
from stable_baselines3 import A2C, DQN, PPO, SAC, TD3
from stable_baselines3.common.envs import FakeImageEnv
from stable_baselines3.common.preprocessing import is_image_space, is_image_space_channels_f... | id(model.policy.critic_target.features_extractor) | assert | func_call | tests/test_cnn.py | test_features_extractor_target_net | 154 | null | |
DLR-RM/stable-baselines3 | import os
import pathlib
import warnings
from copy import deepcopy
import numpy as np
import pytest
import torch as th
from stable_baselines3 import DDPG, DQN, SAC, TD3, HerReplayBuffer
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.envs import BitFlippingEnv
from stable_base... | 2.0 | assert | numeric_literal | tests/test_her.py | test_save_load | 218 | null | |
DLR-RM/stable-baselines3 | import collections
import functools
import itertools
import multiprocessing
import os
import warnings
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3 import PPO
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.monitor... | ValueError) | pytest.raises | variable | tests/test_vec_envs.py | test_vecenv_func_checker | 87 | null | |
DLR-RM/stable-baselines3 | import collections
import functools
import itertools
import multiprocessing
import os
import warnings
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3 import PPO
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.monitor... | N_ENVS | assert | variable | tests/test_vec_envs.py | check_vecenv_obs | 315 | null | |
DLR-RM/stable-baselines3 | import numpy as np
from gymnasium import spaces
from stable_baselines3.common.vec_env.stacked_observations import StackedObservations
compute_stacking = StackedObservations.compute_stacking
NUM_ENVS = 2
N_STACK = 4
H, W, C = 16, 24, 3
def test_compute_stacking_multidim_box_channel_first():
space = spaces.Box(-1,... | 0 | assert | numeric_literal | tests/test_vec_stacked_obs.py | test_compute_stacking_multidim_box_channel_first | 38 | null | |
DLR-RM/stable-baselines3 | import os
import shutil
import ale_py
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
import stable_baselines3 as sb3
from stable_baselines3 import A2C
from stable_baselines3.common.atari_wrappers import MaxAndSkipEnv
from stable_baselines3.common.env_util impo... | 1.0 | assert | numeric_literal | tests/test_utils.py | test_make_atari_env | 116 | null | |
DLR-RM/stable-baselines3 | import importlib.util
import os
import sys
import time
from collections.abc import Sequence
from io import TextIOBase
from unittest import mock
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
from matplotlib import pyplot as plt
from pandas.errors import EmptyDa... | INFO | assert | variable | tests/test_logger.py | test_main | 161 | null | |
DLR-RM/stable-baselines3 | import operator
from typing import Any
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3 import SAC, TD3, HerReplayBuffer
from stable_baselines3.common.envs import FakeImageEnv
from stable_baselines3.common.monitor import Monitor
from stable_baselines3.common... | None | assert | none_literal | tests/test_vec_normalize.py | test_vec_env | 276 | null | |
DLR-RM/stable-baselines3 | import os
from copy import deepcopy
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
from stable_baselines3 import A2C, DQN, PPO, SAC, TD3
from stable_baselines3.common.envs import FakeImageEnv
from stable_baselines3.common.preprocessing import is_image_space, is_image_space_channels_f... | id(model.policy.critic.features_extractor) | assert | func_call | tests/test_cnn.py | test_features_extractor_target_net | 152 | null | |
DLR-RM/stable-baselines3 | import importlib.util
import os
import sys
import time
from collections.abc import Sequence
from io import TextIOBase
from unittest import mock
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
from matplotlib import pyplot as plt
from pandas.errors import EmptyDa... | new_tmp_path | assert | variable | tests/test_logger.py | test_set_logger | 124 | null | |
DLR-RM/stable-baselines3 | import gymnasium as gym
import numpy as np
import pytest
from stable_baselines3 import DQN, SAC, TD3
from stable_baselines3.common.buffers import NStepReplayBuffer, ReplayBuffer
from stable_baselines3.common.env_util import make_vec_env
def create_buffer(buffer_size=10, n_steps=3, gamma=0.99, n_envs=1):
obs_space... | expected) | assert_* | variable | tests/test_n_step_replay.py | test_nstep_early_termination | 104 | null | |
DLR-RM/stable-baselines3 | import pytest
import torch as th
import torch.nn as nn
from stable_baselines3 import A2C, DQN, PPO, SAC, TD3
from stable_baselines3.common.sb2_compat.rmsprop_tf_like import RMSpropTFLike
from stable_baselines3.common.torch_layers import create_mlp
def test_create_mlp():
net = create_mlp(4, 2, net_arch=[16, 8], sq... | 4 | assert | numeric_literal | tests/test_custom_policy.py | test_create_mlp | 76 | null | |
DLR-RM/stable-baselines3 | import base64
import io
import json
import os
import pathlib
import tempfile
import warnings
import zipfile
from collections import OrderedDict
from copy import deepcopy
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from stable_baselines3 import A2C, DDPG, DQN, PPO, SAC, TD3
from stable_... | 0.2 | assert | numeric_literal | tests/test_save_load.py | test_save_load_clip_range_portable | 881 | null | |
DLR-RM/stable-baselines3 | import operator
from typing import Any
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3 import SAC, TD3, HerReplayBuffer
from stable_baselines3.common.envs import FakeImageEnv
from stable_baselines3.common.monitor import Monitor
from stable_baselines3.common... | clip_obs | assert | variable | tests/test_vec_normalize.py | test_vec_env | 287 | null | |
DLR-RM/stable-baselines3 | import operator
from typing import Any
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3 import SAC, TD3, HerReplayBuffer
from stable_baselines3.common.envs import FakeImageEnv
from stable_baselines3.common.monitor import Monitor
from stable_baselines3.common... | env | assert | variable | tests/test_vec_normalize.py | test_her_normalization | 389 | null | |
DLR-RM/stable-baselines3 | import operator
from typing import Any
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3 import SAC, TD3, HerReplayBuffer
from stable_baselines3.common.envs import FakeImageEnv
from stable_baselines3.common.monitor import Monitor
from stable_baselines3.common... | eval_env | assert | variable | tests/test_vec_normalize.py | test_her_normalization | 391 | null | |
DLR-RM/stable-baselines3 | import gymnasium as gym
import numpy as np
import pytest
import torch as th
from stable_baselines3 import A2C, DDPG, DQN, PPO, SAC, TD3
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.noise import NormalActionNoise, OrnsteinUhlenbeckActionNoise
normal_action_noise = NormalActi... | AssertionError) | pytest.raises | variable | tests/test_run.py | test_ppo_warnings | 222 | null | |
DLR-RM/stable-baselines3 | import csv
import json
import os
import uuid
import warnings
import gymnasium as gym
import pandas
import pytest
from stable_baselines3 import PPO
from stable_baselines3.common.envs.bit_flipping_env import BitFlippingEnv
from stable_baselines3.common.evaluation import evaluate_policy
from stable_baselines3.common.mon... | {"t_start", "env_id"} | assert | collection | tests/test_vec_monitor.py | test_vec_monitor | 44 | null | |
DLR-RM/stable-baselines3 | import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3 import A2C, DDPG, DQN, PPO, SAC, TD3
from stable_baselines3.common.env_checker import check_env
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.envs import BitFlippingEn... | np.float32 | assert | complex_expr | tests/test_dict_env.py | test_vec_normalize_image | 342 | null | |
DLR-RM/stable-baselines3 | import torch
from gymnasium import spaces
from stable_baselines3.common.preprocessing import get_obs_shape, preprocess_obs
def test_get_obs_shape_discrete():
assert get_obs_shape(spaces.Discrete(3)) == | (1,) | assert | collection | tests/test_preprocessing.py | test_get_obs_shape_discrete | 8 | null | |
DLR-RM/stable-baselines3 | import os
import pathlib
import warnings
from copy import deepcopy
import numpy as np
import pytest
import torch as th
from stable_baselines3 import DDPG, DQN, SAC, TD3, HerReplayBuffer
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.envs import BitFlippingEnv
from stable_base... | 0.90 | assert | numeric_literal | tests/test_her.py | test_performance_her | 470 | null | |
DLR-RM/stable-baselines3 | import os
import shutil
import ale_py
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
import stable_baselines3 as sb3
from stable_baselines3 import A2C
from stable_baselines3.common.atari_wrappers import MaxAndSkipEnv
from stable_baselines3.common.env_util impo... | True | assert | bool_literal | tests/test_utils.py | test_vec_env_monitor_kwargs | 137 | null | |
DLR-RM/stable-baselines3 | import csv
import json
import os
import uuid
import warnings
import gymnasium as gym
import pandas
import pytest
from stable_baselines3 import PPO
from stable_baselines3.common.envs.bit_flipping_env import BitFlippingEnv
from stable_baselines3.common.evaluation import evaluate_policy
from stable_baselines3.common.mon... | 2 | assert | numeric_literal | tests/test_vec_monitor.py | test_vec_monitor_load_results | 112 | null | |
DLR-RM/stable-baselines3 | import collections
import functools
import itertools
import multiprocessing
import os
import warnings
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3 import PPO
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.monitor... | "a" | assert | string_literal | tests/test_vec_envs.py | test_vecenv_wrapper_getattr | 418 | null | |
DLR-RM/stable-baselines3 | import base64
import io
import json
import os
import pathlib
import tempfile
import warnings
import zipfile
from collections import OrderedDict
from copy import deepcopy
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from stable_baselines3 import A2C, DDPG, DQN, PPO, SAC, TD3
from stable_... | 100 | assert | numeric_literal | tests/test_save_load.py | test_dqn_target_update_interval | 764 | null | |
DLR-RM/stable-baselines3 | import base64
import io
import json
import os
import pathlib
import tempfile
import warnings
import zipfile
from collections import OrderedDict
from copy import deepcopy
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from stable_baselines3 import A2C, DDPG, DQN, PPO, SAC, TD3
from stable_... | 0.3 | assert | numeric_literal | tests/test_save_load.py | test_save_load_backward_compatible | 860 | null | |
DLR-RM/stable-baselines3 | import os
import shutil
import ale_py
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
import stable_baselines3 as sb3
from stable_baselines3 import A2C
from stable_baselines3.common.atari_wrappers import MaxAndSkipEnv
from stable_baselines3.common.env_util impo... | n_envs | assert | variable | tests/test_utils.py | test_make_vec_env | 44 | null | |
DLR-RM/stable-baselines3 | import os
import shutil
import ale_py
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
import stable_baselines3 as sb3
from stable_baselines3 import A2C
from stable_baselines3.common.atari_wrappers import MaxAndSkipEnv
from stable_baselines3.common.env_util impo... | locals_ | assert | variable | tests/test_utils.py | dummy_callback | 195 | null | |
DLR-RM/stable-baselines3 | import operator
from typing import Any
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3 import SAC, TD3, HerReplayBuffer
from stable_baselines3.common.envs import FakeImageEnv
from stable_baselines3.common.monitor import Monitor
from stable_baselines3.common... | id(rms_3.var) | assert | func_call | tests/test_vec_normalize.py | test_combining_stats | 244 | null | |
DLR-RM/stable-baselines3 | import csv
import json
import os
import uuid
import warnings
import gymnasium as gym
import pandas
import pytest
from stable_baselines3 import PPO
from stable_baselines3.common.envs.bit_flipping_env import BitFlippingEnv
from stable_baselines3.common.evaluation import evaluate_policy
from stable_baselines3.common.mon... | infos[0]["episode"]["r"] | assert | complex_expr | tests/test_vec_monitor.py | test_vec_monitor | 34 | null | |
DLR-RM/stable-baselines3 | import collections
import functools
import itertools
import multiprocessing
import os
import warnings
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3 import PPO
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.monitor... | [False, True] | assert | collection | tests/test_vec_envs.py | test_vec_env_is_wrapped | 517 | null | |
DLR-RM/stable-baselines3 | import numpy as np
import pytest
from stable_baselines3 import A2C, DQN, PPO, SAC, TD3
from stable_baselines3.common.noise import NormalActionNoise
N_STEPS_TRAINING = 500
SEED = 0
@pytest.mark.parametrize("algo", [A2C, DQN, PPO, SAC, TD3])
def test_deterministic_training_common(algo):
results = [[], []]
rewa... | sum(rewards[1]) | assert | func_call | tests/test_deterministic.py | test_deterministic_training_common | 40 | null | |
DLR-RM/stable-baselines3 | import torch
from gymnasium import spaces
from stable_baselines3.common.preprocessing import get_obs_shape, preprocess_obs
def test_get_obs_shape_multidimensional_multibinary():
assert get_obs_shape(spaces.MultiBinary([3, 2])) == | (3, 2) | assert | collection | tests/test_preprocessing.py | test_get_obs_shape_multidimensional_multibinary | 20 | null | |
DLR-RM/stable-baselines3 | import gymnasium as gym
import numpy as np
import pytest
from stable_baselines3 import DQN, SAC, TD3
from stable_baselines3.common.buffers import NStepReplayBuffer, ReplayBuffer
from stable_baselines3.common.env_util import make_vec_env
def create_buffer(buffer_size=10, n_steps=3, gamma=0.99, n_envs=1):
obs_space... | batch2.rewards.numpy()) | assert_* | func_call | tests/test_n_step_replay.py | test_match_normal_buffer | 178 | null | |
DLR-RM/stable-baselines3 | import os
import pathlib
import warnings
from copy import deepcopy
import numpy as np
import pytest
import torch as th
from stable_baselines3 import DDPG, DQN, SAC, TD3, HerReplayBuffer
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.envs import BitFlippingEnv
from stable_base... | 0 | assert | numeric_literal | tests/test_her.py | test_save_load_replay_buffer | 266 | null | |
DLR-RM/stable-baselines3 | from typing import Any
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3.common.env_checker import check_env
class LimitedStepsTestEnv(gym.Env):
action_space = spaces.Discrete(n=2)
observation_space = spaces.Discrete(n=2)
def __init__(self, step... | 1 | assert | numeric_literal | tests/test_env_checker.py | __init__ | LimitedStepsTestEnv | 153 | null |
DLR-RM/stable-baselines3 | import os
import pathlib
import warnings
from copy import deepcopy
import numpy as np
import pytest
import torch as th
from stable_baselines3 import DDPG, DQN, SAC, TD3, HerReplayBuffer
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.envs import BitFlippingEnv
from stable_base... | str(warning.message) | assert | func_call | tests/test_her.py | test_save_load_replay_buffer | 273 | null | |
DLR-RM/stable-baselines3 | import importlib.util
import os
import sys
import time
from collections.abc import Sequence
from io import TextIOBase
from unittest import mock
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
from matplotlib import pyplot as plt
from pandas.errors import EmptyDa... | DEBUG | assert | variable | tests/test_logger.py | test_main | 163 | null | |
DLR-RM/stable-baselines3 | import os
import shutil
import ale_py
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
import stable_baselines3 as sb3
from stable_baselines3 import A2C
from stable_baselines3.common.atari_wrappers import MaxAndSkipEnv
from stable_baselines3.common.env_util impo... | 2 | assert | numeric_literal | tests/test_utils.py | test_get_parameters_by_name | 398 | null | |
DLR-RM/stable-baselines3 | import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
from stable_baselines3 import A2C, PPO, SAC
from stable_baselines3.common.callbacks import BaseCallback
from stable_baselines3.common.env_checker import check_env
from stable_baselines3.common.policies import Actor... | 1.0 | assert | numeric_literal | tests/test_gae.py | test_infinite_horizon | 185 | null | |
DLR-RM/stable-baselines3 | import numpy as np
from gymnasium import spaces
from stable_baselines3.common.vec_env.stacked_observations import StackedObservations
compute_stacking = StackedObservations.compute_stacking
NUM_ENVS = 2
N_STACK = 4
H, W, C = 16, 24, 3
def test_compute_stacking_box():
space = spaces.Box(-1, 1, (4,))
channels_... | -1 | assert | numeric_literal | tests/test_vec_stacked_obs.py | test_compute_stacking_box | 16 | null | |
DLR-RM/stable-baselines3 | import csv
import json
import os
import uuid
import warnings
import gymnasium as gym
import pandas
import pytest
from stable_baselines3 import PPO
from stable_baselines3.common.envs.bit_flipping_env import BitFlippingEnv
from stable_baselines3.common.evaluation import evaluate_policy
from stable_baselines3.common.mon... | 1 | assert | numeric_literal | tests/test_vec_monitor.py | test_vec_monitor_load_results | 93 | null | |
DLR-RM/stable-baselines3 | import csv
import json
import os
import uuid
import warnings
import gymnasium as gym
import pandas
import pytest
from stable_baselines3 import PPO
from stable_baselines3.common.envs.bit_flipping_env import BitFlippingEnv
from stable_baselines3.common.evaluation import evaluate_policy
from stable_baselines3.common.mon... | infos[0]["episode"] | assert | complex_expr | tests/test_vec_monitor.py | test_vec_monitor_info_keywords | 66 | null | |
DLR-RM/stable-baselines3 | import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
from stable_baselines3 import A2C, DQN, PPO, SAC, TD3
from stable_baselines3.common.env_checker import check_env
from stable_baselines3.common.envs import IdentityEnv
from stable_baselines3.common.utils import get_... | vec_env_obs.shape[0] | assert | complex_expr | tests/test_predict.py | test_predict | 89 | null | |
DLR-RM/stable-baselines3 | import os
import shutil
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from stable_baselines3 import A2C, DDPG, DQN, PPO, SAC, TD3, HerReplayBuffer
from stable_baselines3.common.callbacks import (
BaseCallback,
CallbackList,
CheckpointCallback,
EvalCallback,
EveryNTime... | model.num_timesteps | assert | complex_expr | tests/test_callbacks.py | test_callbacks | 81 | null | |
DLR-RM/stable-baselines3 | import base64
import io
import json
import os
import pathlib
import tempfile
import warnings
import zipfile
from collections import OrderedDict
from copy import deepcopy
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from stable_baselines3 import A2C, DDPG, DQN, PPO, SAC, TD3
from stable_... | 64 | assert | numeric_literal | tests/test_save_load.py | test_set_env | 211 | null | |
DLR-RM/stable-baselines3 | import os
import shutil
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from stable_baselines3 import A2C, DDPG, DQN, PPO, SAC, TD3, HerReplayBuffer
from stable_baselines3.common.callbacks import (
BaseCallback,
CallbackList,
CheckpointCallback,
EvalCallback,
EveryNTime... | 0.5 | assert | numeric_literal | tests/test_callbacks.py | test_eval_success_logging | 185 | null | |
DLR-RM/stable-baselines3 | import operator
from typing import Any
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3 import SAC, TD3, HerReplayBuffer
from stable_baselines3.common.envs import FakeImageEnv
from stable_baselines3.common.monitor import Monitor
from stable_baselines3.common... | obs.shape | assert | complex_expr | tests/test_vec_normalize.py | test_get_original | 317 | null | |
DLR-RM/stable-baselines3 | import numpy as np
import pytest
from stable_baselines3 import A2C, DDPG, DQN, PPO, SAC, TD3
from stable_baselines3.common.envs import IdentityEnv, IdentityEnvBox, IdentityEnvMultiBinary, IdentityEnvMultiDiscrete
from stable_baselines3.common.evaluation import evaluate_policy
from stable_baselines3.common.noise import... | np.shape(obs) | assert | func_call | tests/test_identity.py | test_discrete | 30 | null | |
DLR-RM/stable-baselines3 | import os
import shutil
import ale_py
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
import stable_baselines3 as sb3
from stable_baselines3 import A2C
from stable_baselines3.common.atari_wrappers import MaxAndSkipEnv
from stable_baselines3.common.env_util impo... | 0.0 | assert | numeric_literal | tests/test_utils.py | test_evaluate_policy_monitors | 331 | null | |
DLR-RM/stable-baselines3 | import numpy as np
from gymnasium import spaces
from stable_baselines3.common.vec_env.stacked_observations import StackedObservations
compute_stacking = StackedObservations.compute_stacking
NUM_ENVS = 2
N_STACK = 4
H, W, C = 16, 24, 3
def test_reset_update_box():
space = spaces.Box(-1, 1, (4,))
stacked_obser... | space.dtype | assert | complex_expr | tests/test_vec_stacked_obs.py | test_reset_update_box | 91 | null | |
DLR-RM/stable-baselines3 | import base64
import io
import json
import os
import pathlib
import tempfile
import warnings
import zipfile
from collections import OrderedDict
from copy import deepcopy
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from stable_baselines3 import A2C, DDPG, DQN, PPO, SAC, TD3
from stable_... | 0 | assert | numeric_literal | tests/test_save_load.py | test_warn_buffer | 428 | null | |
DLR-RM/stable-baselines3 | import os
import pathlib
import warnings
from copy import deepcopy
import numpy as np
import pytest
import torch as th
from stable_baselines3 import DDPG, DQN, SAC, TD3, HerReplayBuffer
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.envs import BitFlippingEnv
from stable_base... | ImportError) | pytest.raises | variable | tests/test_her.py | test_import_error | 21 | null | |
DLR-RM/stable-baselines3 | from dataclasses import dataclass
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from gymnasium.spaces.space import Space
from stable_baselines3 import A2C, DDPG, DQN, PPO, SAC, TD3
from stable_baselines3.common.env_checker import check_env
from stable_baselines3.common.env_util... | AssertionError) | pytest.raises | variable | tests/test_spaces.py | test_action_spaces | 108 | null | |
DLR-RM/stable-baselines3 | import collections
import functools
import itertools
import multiprocessing
import os
import warnings
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3 import PPO
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.monitor... | info | assert | variable | tests/test_vec_envs.py | test_vecenv_terminal_obs | 264 | null | |
DLR-RM/stable-baselines3 | import gymnasium as gym
import numpy as np
import pytest
from stable_baselines3 import DQN, SAC, TD3
from stable_baselines3.common.buffers import NStepReplayBuffer, ReplayBuffer
from stable_baselines3.common.env_util import make_vec_env
def create_buffer(buffer_size=10, n_steps=3, gamma=0.99, n_envs=1):
obs_space... | 0.0 | assert | numeric_literal | tests/test_n_step_replay.py | test_nstep_early_truncation | 120 | null | |
DLR-RM/stable-baselines3 | import pytest
import torch as th
import torch.nn as nn
from stable_baselines3 import A2C, DQN, PPO, SAC, TD3
from stable_baselines3.common.sb2_compat.rmsprop_tf_like import RMSpropTFLike
from stable_baselines3.common.torch_layers import create_mlp
def test_create_mlp():
net = create_mlp(4, 2, net_arch=[16, 8], sq... | 6 | assert | numeric_literal | tests/test_custom_policy.py | test_create_mlp | 74 | null | |
DLR-RM/stable-baselines3 | import importlib.util
import os
import sys
import time
from collections.abc import Sequence
from io import TextIOBase
from unittest import mock
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
from matplotlib import pyplot as plt
from pandas.errors import EmptyDa... | 3 | assert | numeric_literal | tests/test_logger.py | test_set_logger | 141 | null | |
DLR-RM/stable-baselines3 | import os
import shutil
import ale_py
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
import stable_baselines3 as sb3
from stable_baselines3 import A2C
from stable_baselines3.common.atari_wrappers import MaxAndSkipEnv
from stable_baselines3.common.env_util impo... | False | assert | bool_literal | tests/test_utils.py | test_vec_env_monitor_kwargs | 131 | null | |
DLR-RM/stable-baselines3 | import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3 import A2C, DDPG, DQN, PPO, SAC, TD3
from stable_baselines3.common.env_checker import check_env
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.envs import BitFlippingEn... | ValueError) | pytest.raises | variable | tests/test_dict_env.py | test_policy_hint | 98 | null | |
DLR-RM/stable-baselines3 | import pytest
import torch as th
import torch.nn as nn
from stable_baselines3 import A2C, DQN, PPO, SAC, TD3
from stable_baselines3.common.sb2_compat.rmsprop_tf_like import RMSpropTFLike
from stable_baselines3.common.torch_layers import create_mlp
def test_create_mlp():
net = create_mlp(4, 2, net_arch=[16, 8], sq... | 2 | assert | numeric_literal | tests/test_custom_policy.py | test_create_mlp | 82 | null | |
DLR-RM/stable-baselines3 | import collections
import functools
import itertools
import multiprocessing
import os
import warnings
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3 import PPO
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.monitor... | 2 | assert | numeric_literal | tests/test_vec_envs.py | test_vecenv_custom_calls | 167 | null | |
DLR-RM/stable-baselines3 | import os
import shutil
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from stable_baselines3 import A2C, DDPG, DQN, PPO, SAC, TD3, HerReplayBuffer
from stable_baselines3.common.callbacks import (
BaseCallback,
CallbackList,
CheckpointCallback,
EvalCallback,
EveryNTime... | 100.0 | assert | numeric_literal | tests/test_callbacks.py | test_eval_callback_vec_env | 127 | null | |
DLR-RM/stable-baselines3 | import gymnasium as gym
import numpy as np
import pytest
import torch as th
from torch.distributions import Normal
from stable_baselines3 import A2C, PPO, SAC
@pytest.mark.parametrize("model_class", [SAC, A2C, PPO])
@pytest.mark.parametrize("use_expln", [False, True])
@pytest.mark.parametrize("squash_output", [False,... | -1.0 | assert | numeric_literal | tests/test_sde.py | test_state_dependent_noise | 103 | null | |
DLR-RM/stable-baselines3 | import os
import shutil
import ale_py
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
import stable_baselines3 as sb3
from stable_baselines3 import A2C
from stable_baselines3.common.atari_wrappers import MaxAndSkipEnv
from stable_baselines3.common.env_util impo... | 6 | assert | numeric_literal | tests/test_utils.py | test_get_parameters_by_name | 394 | null | |
DLR-RM/stable-baselines3 | import base64
import io
import json
import os
import pathlib
import tempfile
import warnings
import zipfile
from collections import OrderedDict
from copy import deepcopy
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from stable_baselines3 import A2C, DDPG, DQN, PPO, SAC, TD3
from stable_... | 1 | assert | numeric_literal | tests/test_save_load.py | test_warn_buffer | 433 | null | |
DLR-RM/stable-baselines3 | import json
import os
import uuid
import warnings
import gymnasium as gym
import pandas
import pytest
from stable_baselines3.common.monitor import LoadMonitorResultsError, Monitor, get_monitor_files, load_results
DEMO_MONITOR = """#{"t_start": 1771532779.9940808, "env_id": "Pendulum-v1"}
r,l,t
-1463.466035,200,1.622... | "CartPole-v1" | assert | string_literal | tests/test_monitor.py | test_monitor | 53 | null | |
DLR-RM/stable-baselines3 | import os
import shutil
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from stable_baselines3 import A2C, DDPG, DQN, PPO, SAC, TD3, HerReplayBuffer
from stable_baselines3.common.callbacks import (
BaseCallback,
CallbackList,
CheckpointCallback,
EvalCallback,
EveryNTime... | max_episode_length | assert | variable | tests/test_callbacks.py | test_callbacks | 108 | null | |
DLR-RM/stable-baselines3 | import collections
import functools
import itertools
import multiprocessing
import os
import warnings
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3 import PPO
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.monitor... | 12 | assert | numeric_literal | tests/test_vec_envs.py | test_vecenv_custom_calls | 132 | null | |
DLR-RM/stable-baselines3 | import importlib.util
import os
import sys
import time
from collections.abc import Sequence
from io import TextIOBase
from unittest import mock
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
from matplotlib import pyplot as plt
from pandas.errors import EmptyDa... | str(exec_info.value) | assert | func_call | tests/test_logger.py | test_unsupported_video_format | 261 | null | |
DLR-RM/stable-baselines3 | import collections
import functools
import itertools
import multiprocessing
import os
import warnings
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3 import PPO
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.monitor... | "bb" | assert | string_literal | tests/test_vec_envs.py | test_vecenv_wrapper_getattr | 420 | null | |
DLR-RM/stable-baselines3 | import collections
import functools
import itertools
import multiprocessing
import os
import warnings
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3 import PPO
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.monitor... | "b" | assert | string_literal | tests/test_vec_envs.py | test_vecenv_wrapper_getattr | 419 | null | |
DLR-RM/stable-baselines3 | import csv
import json
import os
import uuid
import warnings
import gymnasium as gym
import pandas
import pytest
from stable_baselines3 import PPO
from stable_baselines3.common.envs.bit_flipping_env import BitFlippingEnv
from stable_baselines3.common.evaluation import evaluate_policy
from stable_baselines3.common.mon... | monitor_files | assert | variable | tests/test_vec_monitor.py | test_vec_monitor_load_results | 94 | null | |
DLR-RM/stable-baselines3 | import operator
from typing import Any
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3 import SAC, TD3, HerReplayBuffer
from stable_baselines3.common.envs import FakeImageEnv
from stable_baselines3.common.monitor import Monitor
from stable_baselines3.common... | rewards.shape | assert | complex_expr | tests/test_vec_normalize.py | test_normalize_external | 350 | null | |
DLR-RM/stable-baselines3 | import numpy as np
import pytest
from stable_baselines3 import A2C, DQN, PPO, SAC, TD3
from stable_baselines3.common.noise import NormalActionNoise
N_STEPS_TRAINING = 500
SEED = 0
@pytest.mark.parametrize("algo", [A2C, DQN, PPO, SAC, TD3])
def test_deterministic_training_common(algo):
results = [[], []]
rewa... | sum(results[1]) | assert | func_call | tests/test_deterministic.py | test_deterministic_training_common | 39 | null | |
DLR-RM/stable-baselines3 | import pytest
import torch as th
import torch.nn as nn
from stable_baselines3 import A2C, DQN, PPO, SAC, TD3
from stable_baselines3.common.sb2_compat.rmsprop_tf_like import RMSpropTFLike
from stable_baselines3.common.torch_layers import create_mlp
def test_create_mlp():
net = create_mlp(4, 2, net_arch=[16, 8], sq... | 8 | assert | numeric_literal | tests/test_custom_policy.py | test_create_mlp | 81 | null | |
DLR-RM/stable-baselines3 | import os
import pathlib
import warnings
from copy import deepcopy
import numpy as np
import pytest
import torch as th
from stable_baselines3 import DDPG, DQN, SAC, TD3, HerReplayBuffer
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.envs import BitFlippingEnv
from stable_base... | 2 | assert | numeric_literal | tests/test_her.py | test_save_load | 194 | null | |
DLR-RM/stable-baselines3 | import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
from stable_baselines3 import A2C
from stable_baselines3.common.buffers import DictReplayBuffer, DictRolloutBuffer, ReplayBuffer, RolloutBuffer
from stable_baselines3.common.env_checker import check_env
from stable... | TypeError, match=r"got multiple values for keyword argument 'gamma'") | pytest.raises | complex_expr | tests/test_buffers.py | test_custom_rollout_buffer | 241 | null | |
DLR-RM/stable-baselines3 | import numpy as np
from gymnasium import spaces
from stable_baselines3.common.vec_env.stacked_observations import StackedObservations
compute_stacking = StackedObservations.compute_stacking
NUM_ENVS = 2
N_STACK = 4
H, W, C = 16, 24, 3
def test_compute_stacking_multidim_box_channel_first():
space = spaces.Box(-1,... | 1 | assert | numeric_literal | tests/test_vec_stacked_obs.py | test_compute_stacking_multidim_box_channel_first | 36 | null | |
DLR-RM/stable-baselines3 | import os
import shutil
import ale_py
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
import stable_baselines3 as sb3
from stable_baselines3 import A2C
from stable_baselines3.common.atari_wrappers import MaxAndSkipEnv
from stable_baselines3.common.env_util impo... | 3 | assert | numeric_literal | tests/test_utils.py | test_vec_env_wrapper_kwargs | 126 | null | |
DLR-RM/stable-baselines3 | import operator
from typing import Any
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3 import SAC, TD3, HerReplayBuffer
from stable_baselines3.common.envs import FakeImageEnv
from stable_baselines3.common.monitor import Monitor
from stable_baselines3.common... | rewards) | assert_* | variable | tests/test_vec_normalize.py | test_get_original | 322 | null | |
DLR-RM/stable-baselines3 | import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
from stable_baselines3 import A2C
from stable_baselines3.common.buffers import DictReplayBuffer, DictRolloutBuffer, ReplayBuffer, RolloutBuffer
from stable_baselines3.common.env_checker import check_env
from stable... | np.uint8 | assert | complex_expr | tests/test_buffers.py | test_buffer_dtypes | 207 | null | |
DLR-RM/stable-baselines3 | import gymnasium as gym
import numpy as np
import pytest
import torch as th
from torch.distributions import Normal
from stable_baselines3 import A2C, PPO, SAC
def test_sde_check():
with pytest.raises( | ValueError) | pytest.raises | variable | tests/test_sde.py | test_sde_check | 60 | null | |
DLR-RM/stable-baselines3 | from dataclasses import dataclass
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from gymnasium.spaces.space import Space
from stable_baselines3 import A2C, DDPG, DQN, PPO, SAC, TD3
from stable_baselines3.common.env_checker import check_env
from stable_baselines3.common.env_util... | AssertionError, match=r"Multi-dimensional MultiBinary\(.*\) action space is not supported") | pytest.raises | func_call | tests/test_spaces.py | test_multidim_binary_not_supported | 174 | null | |
DLR-RM/stable-baselines3 | import os
from copy import deepcopy
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
from stable_baselines3 import A2C, DQN, PPO, SAC, TD3
from stable_baselines3.common.envs import FakeImageEnv
from stable_baselines3.common.preprocessing import is_image_space, is_image_space_channels_f... | AssertionError) | pytest.raises | variable | tests/test_cnn.py | test_image_like_input | 354 | null | |
DLR-RM/stable-baselines3 | import importlib.util
import os
import sys
import time
from collections.abc import Sequence
from io import TextIOBase
from unittest import mock
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
from matplotlib import pyplot as plt
from pandas.errors import EmptyDa... | [] | assert | collection | tests/test_logger.py | test_set_logger | 114 | null | |
DLR-RM/stable-baselines3 | import types
import warnings
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3.common.env_checker import check_env
from stable_baselines3.common.envs import (
BitFlippingEnv,
FakeImageEnv,
IdentityEnv,
IdentityEnvBox,
IdentityEnvMultiBinar... | 0 | assert | numeric_literal | tests/test_envs.py | test_custom_envs | 57 | null | |
DLR-RM/stable-baselines3 | import numpy as np
from gymnasium import spaces
from stable_baselines3 import PPO
from stable_baselines3.common.vec_env import VecEnv, VecExtractDictObs, VecMonitor
def test_extract_dict_obs():
"""Test VecExtractDictObs"""
env = DictObsVecEnv()
env = VecExtractDictObs(env, "rgb")
assert env.reset().s... | (86, 86) | assert | collection | tests/test_vec_extract_dict_obs.py | test_extract_dict_obs | 79 | null | |
DLR-RM/stable-baselines3 | import os
import pathlib
import warnings
from copy import deepcopy
import numpy as np
import pytest
import torch as th
from stable_baselines3 import DDPG, DQN, SAC, TD3, HerReplayBuffer
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.envs import BitFlippingEnv
from stable_base... | None | assert | none_literal | tests/test_her.py | test_goal_selection_strategy | 116 | null | |
DLR-RM/stable-baselines3 | import gymnasium as gym
import numpy as np
import pytest
import torch as th
from stable_baselines3 import A2C, DDPG, DQN, PPO, SAC, TD3
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.noise import NormalActionNoise, OrnsteinUhlenbeckActionNoise
normal_action_noise = NormalActi... | train_freq * env.num_envs | assert | complex_expr | tests/test_run.py | test_offpolicy_multi_env | 201 | null | |
DLR-RM/stable-baselines3 | import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
from stable_baselines3 import A2C, DQN, PPO, SAC, TD3
from stable_baselines3.common.env_checker import check_env
from stable_baselines3.common.envs import IdentityEnv
from stable_baselines3.common.utils import get_... | env.action_space.shape | assert | complex_expr | tests/test_predict.py | test_predict | 83 | null | |
DLR-RM/stable-baselines3 | import types
import warnings
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3.common.env_checker import check_env
from stable_baselines3.common.envs import (
BitFlippingEnv,
FakeImageEnv,
IdentityEnv,
IdentityEnvBox,
IdentityEnvMultiBinar... | 1 | assert | numeric_literal | tests/test_envs.py | test_env | 45 | null | |
DLR-RM/stable-baselines3 | import collections
import functools
import itertools
import multiprocessing
import os
import warnings
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3 import PPO
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.monitor... | "rgb_array" | assert | string_literal | tests/test_vec_envs.py | test_render | 652 | null | |
DLR-RM/stable-baselines3 | import base64
import io
import json
import os
import pathlib
import tempfile
import warnings
import zipfile
from collections import OrderedDict
from copy import deepcopy
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from stable_baselines3 import A2C, DDPG, DQN, PPO, SAC, TD3
from stable_... | _ | assert | variable | tests/test_save_load.py | test_open_file | 688 | null | |
DLR-RM/stable-baselines3 | import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
from stable_baselines3 import A2C
from stable_baselines3.common.buffers import DictReplayBuffer, DictRolloutBuffer, ReplayBuffer, RolloutBuffer
from stable_baselines3.common.env_checker import check_env
from stable... | TypeError, match=r"unexpected keyword argument 'wrong_keyword'") | pytest.raises | complex_expr | tests/test_buffers.py | test_custom_rollout_buffer | 238 | null | |
DLR-RM/stable-baselines3 | import os
import shutil
import ale_py
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
import stable_baselines3 as sb3
from stable_baselines3 import A2C
from stable_baselines3.common.atari_wrappers import MaxAndSkipEnv
from stable_baselines3.common.env_util impo... | 0.11 | assert | numeric_literal | tests/test_utils.py | test_vec_env_kwargs | 121 | null |
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