Files
ray/rllib/utils/framework.py
T
Sven 60d4d5e1aa Remove future imports (#6724)
* Remove all __future__ imports from RLlib.

* Remove (object) again from tf_run_builder.py::TFRunBuilder.

* Fix 2xLINT warnings.

* Fix broken appo_policy import (must be appo_tf_policy)

* Remove future imports from all other ray files (not just RLlib).

* Remove future imports from all other ray files (not just RLlib).

* Remove future import blocks that contain `unicode_literals` as well.
Revert appo_tf_policy.py to appo_policy.py (belongs to another PR).

* Add two empty lines before Schedule class.

* Put back __future__ imports into determine_tests_to_run.py. Fails otherwise on a py2/print related error.
2020-01-09 00:15:48 -08:00

63 lines
1.4 KiB
Python

import logging
import os
logger = logging.getLogger(__name__)
def try_import_tf():
"""
Returns:
The tf module (either from tf2.0.compat.v1 OR as tf1.x.
"""
if "RLLIB_TEST_NO_TF_IMPORT" in os.environ:
logger.warning("Not importing TensorFlow for test purposes")
return None
try:
if "TF_CPP_MIN_LOG_LEVEL" not in os.environ:
os.environ["TF_CPP_MIN_LOG_LEVEL"] = "3"
import tensorflow.compat.v1 as tf
tf.logging.set_verbosity(tf.logging.ERROR)
tf.disable_v2_behavior()
return tf
except ImportError:
try:
import tensorflow as tf
return tf
except ImportError:
return None
def try_import_tfp():
"""
Returns:
The tfp module.
"""
if "RLLIB_TEST_NO_TF_IMPORT" in os.environ:
logger.warning("Not importing TensorFlow Probability for test "
"purposes.")
return None
try:
import tensorflow_probability as tfp
return tfp
except ImportError:
return None
def try_import_torch():
"""
Returns:
tuple: torch AND torch.nn modules.
"""
if "RLLIB_TEST_NO_TORCH_IMPORT" in os.environ:
logger.warning("Not importing Torch for test purposes.")
return None, None
try:
import torch
import torch.nn as nn
return torch, nn
except ImportError:
return None, None