| # Copyright 2020 The TensorFlow Authors. All Rights Reserved. |
| # |
| # Licensed under the Apache License, Version 2.0 (the "License"); |
| # you may not use this file except in compliance with the License. |
| # You may obtain a copy of the License at |
| # |
| # http://www.apache.org/licenses/LICENSE-2.0 |
| # |
| # Unless required by applicable law or agreed to in writing, software |
| # distributed under the License is distributed on an "AS IS" BASIS, |
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| # See the License for the specific language governing permissions and |
| # limitations under the License. |
| # ============================================================================= |
| """A Python wrapper that loads _pywrap_tensorflow_internal.so.""" |
| |
| import ctypes |
| import sys |
| import traceback |
| |
| from tensorflow.python.platform import self_check |
| |
| # TODO(mdan): Cleanup antipattern: import for side effects. |
| |
| # Perform pre-load sanity checks in order to produce a more actionable error. |
| self_check.preload_check() |
| |
| # pylint: disable=wildcard-import,g-import-not-at-top,unused-import,line-too-long |
| |
| try: |
| # This import is expected to fail if there is an explicit shared object |
| # dependency (with_framework_lib=true), since we do not need RTLD_GLOBAL. |
| from tensorflow.python import pywrap_dlopen_global_flags |
| _use_dlopen_global_flags = True |
| except ImportError: |
| _use_dlopen_global_flags = False |
| |
| # On UNIX-based platforms, pywrap_tensorflow is a python library that |
| # dynamically loads _pywrap_tensorflow.so. |
| _can_set_rtld_local = ( |
| hasattr(sys, 'getdlopenflags') and hasattr(sys, 'setdlopenflags')) |
| if _can_set_rtld_local: |
| _default_dlopen_flags = sys.getdlopenflags() |
| |
| try: |
| if _use_dlopen_global_flags: |
| pywrap_dlopen_global_flags.set_dlopen_flags() |
| elif _can_set_rtld_local: |
| # Ensure RTLD_LOCAL behavior for platforms where it isn't the default |
| # (macOS). On Linux RTLD_LOCAL is 0, so this does nothing (and would not |
| # override an RTLD_GLOBAL in _default_dlopen_flags). |
| sys.setdlopenflags(_default_dlopen_flags | ctypes.RTLD_LOCAL) |
| |
| # Python2.7 does not have a ModuleNotFoundError. |
| try: |
| ModuleNotFoundError |
| except NameError: |
| ModuleNotFoundError = ImportError # pylint: disable=redefined-builtin |
| |
| # pylint: disable=wildcard-import,g-import-not-at-top,line-too-long,undefined-variable |
| try: |
| from tensorflow.python._pywrap_tensorflow_internal import * |
| # This try catch logic is because there is no bazel equivalent for py_extension. |
| # Externally in opensource we must enable exceptions to load the shared object |
| # by exposing the PyInit symbols with pybind. This error will only be |
| # caught internally or if someone changes the name of the target _pywrap_tensorflow_internal. |
| |
| # This logic is used in other internal projects using py_extension. |
| except ModuleNotFoundError: |
| pass |
| |
| if _use_dlopen_global_flags: |
| pywrap_dlopen_global_flags.reset_dlopen_flags() |
| elif _can_set_rtld_local: |
| sys.setdlopenflags(_default_dlopen_flags) |
| except ImportError: |
| raise ImportError( |
| f'{traceback.format_exc()}' |
| f'\n\nFailed to load the native TensorFlow runtime.\n' |
| f'See https://www.tensorflow.org/install/errors ' |
| f'for some common causes and solutions.\n' |
| f'If you need help, create an issue ' |
| f'at https://github.com/tensorflow/tensorflow/issues ' |
| f'and include the entire stack trace above this error message.') |
| |
| # pylint: enable=wildcard-import,g-import-not-at-top,unused-import,line-too-long |