rocm_jax/jaxlib/jax.bzl
Peter Hawkins 47f2f091bc Reapply: Drop flatbuffers as a Python dependency of JAX.
The crashes on Mac were, as best we can tell, unrelated to this PR.

Original description:
Change the pocketfft custom kernel in jaxlib to generate its flatbuffer descriptor in C++ instead. Surprisingly this code is actually much more readable in C++ because the flatbuffers Python API does not have a readable but less efficient API.

Breaking changes to the flatbuffers Python APIs have caused breakage in JAX in the past, and we can avoid the dependency completely without much work.

PiperOrigin-RevId: 457819042
2022-06-28 14:25:14 -07:00

102 lines
3.6 KiB
Python

# Copyright 2021 Google LLC
#
# 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
#
# https://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.
"""Bazel macros used by the JAX build."""
load("@org_tensorflow//tensorflow/core/platform/default:build_config.bzl", _pyx_library = "pyx_library")
load("@org_tensorflow//tensorflow:tensorflow.bzl", _pybind_extension = "pybind_extension")
load("@local_config_cuda//cuda:build_defs.bzl", _cuda_library = "cuda_library", _if_cuda_is_configured = "if_cuda_is_configured")
load("@local_config_rocm//rocm:build_defs.bzl", _if_rocm_is_configured = "if_rocm_is_configured", _rocm_library = "rocm_library")
load("@flatbuffers//:build_defs.bzl", _flatbuffer_cc_library = "flatbuffer_cc_library")
# Explicitly re-exports names to avoid "unused variable" warnings from .bzl
# lint tools.
cuda_library = _cuda_library
rocm_library = _rocm_library
pytype_library = native.py_library
pyx_library = _pyx_library
pybind_extension = _pybind_extension
if_cuda_is_configured = _if_cuda_is_configured
if_rocm_is_configured = _if_rocm_is_configured
flatbuffer_cc_library = _flatbuffer_cc_library
def py_extension(name, srcs, copts, deps):
pybind_extension(name, srcs = srcs, copts = copts, deps = deps, module_name = name)
def windows_cc_shared_mlir_library(name, out, deps = [], srcs = []):
"""Workaround DLL building issue.
1. cc_binary with linkshared enabled cannot produce DLL with symbol
correctly exported.
2. Even if the DLL is correctly built, the resulting target cannot be
correctly consumed by other targets.
Args:
name: the name of the output target
out: the name of the output DLL filename
deps: deps
srcs: srcs
"""
# create a dummy library to get the *.def file
dummy_library_name = name + ".dummy.dll"
native.cc_binary(
name = dummy_library_name,
linkshared = 1,
linkstatic = 1,
deps = deps,
)
# .def file with all symbols, not usable
full_def_name = name + ".full.def"
native.filegroup(
name = full_def_name,
srcs = [dummy_library_name],
output_group = "def_file",
)
# filtered def_file, only the needed symbols are included
filtered_def_name = name + ".filtered.def"
filtered_def_file = out + ".def"
native.genrule(
name = filtered_def_name,
srcs = [full_def_name],
outs = [filtered_def_file],
cmd = """echo 'LIBRARY {}\nEXPORTS ' > $@ && grep '^\\W*mlir' $(location :{}) >> $@""".format(out, full_def_name),
)
# create the desired library
native.cc_binary(
name = out, # this name must be correct, it will be the filename
linkshared = 1,
deps = deps,
win_def_file = filtered_def_file,
)
# however, the created cc_library (a shared library) cannot be correctly
# consumed by other cc_*...
interface_library_file = out + ".if.lib"
native.filegroup(
name = interface_library_file,
srcs = [out],
output_group = "interface_library",
)
# but this one can be correctly consumed, this is our final product
native.cc_import(
name = name,
interface_library = interface_library_file,
shared_library = out,
)