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Add tensorflow-gcs-config to the tensorflow-whl build (#784) · feibyte/docker-python@b47e95c · GitHub

/ docker-python Public
forked from Kaggle/docker-python

Commit b47e95c

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mcollins42
authored
Add tensorflow-gcs-config to the tensorflow-whl build (Kaggle#784)
Add a copy of tensorflow-gcs-config source and modify tensorflow-whl/Dockerfile to build the tensorflow_gcs_config wheel. http://b/152051681
1 parent 28d87fe commit b47e95c

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‎tensorflow-whl/CHANGELOG.md‎

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* `2.1.0-py36`: TensorFlow 2.1.0 with Python 3.6
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* `2.1.0-py36-2`: TensorFlow 2.1.0 with CUDA 10.1
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* `2.1.0-py37`: TensorFlow 2.1.0 with Python 3.7
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* `2.1.0-py37-2`: TensorFlow 2.1.0 with Python 3.7 & DLVM base image.
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* `2.1.0-py37-2`: TensorFlow 2.1.0 with Python 3.7 & DLVM base image.
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* `2.1.0-py37-3`: TensorFlow 2.1.0 with Python 3.7, DLVM base image, tensorflow-gcs-config.

‎tensorflow-whl/Dockerfile‎

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@@ -100,5 +100,14 @@ RUN cd /usr/local/src/tensorflow && \
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bazel-bin/tensorflow/tools/pip_package/build_pip_package /tmp/tensorflow_gpu && \
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bazel clean
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ADD tensorflow-gcs-config /usr/local/src/tensorflow_gcs_config/
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# Build tensorflow_gcs_config library against the tensorflow_cpu build
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RUN cd /usr/local/src/tensorflow_gcs_config && \
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apt-get install -y libcurl4-openssl-dev && \
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pip install /tmp/tensorflow_cpu/tensorflow*.whl && \
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python setup.py bdist_wheel -d /tmp/tensorflow_gcs_config && \
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bazel clean
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# Print out the built .whl files
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RUN ls -R /tmp/tensorflow*

‎tensorflow-whl/tensorflow-gcs-config/.gitignore‎

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bazel-bin
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bazel-genfiles
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bazel-out
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bazel-tensorflow-gcs-config
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bazel-out
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bazel-testlogs
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build
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dist
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__pycache__
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*.egg-info
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*.so
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.bazelrc

‎tensorflow-whl/tensorflow-gcs-config/Dockerfile‎

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FROM tensorflow/tensorflow:custom-op
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ARG TF_VERSION
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ARG UID
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ARG GID
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ARG USERNAME="build"
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ARG CONDA_ADD_PACKAGES=""
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ARG BAZEL_VERSION=0.24.1
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ARG BAZEL_OS=linux
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RUN apt-get update && \
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apt-get install -y \
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git \
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curl \
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nano \
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unzip \
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ffmpeg \
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dnsutils
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RUN groupadd -g ${GID} ${USERNAME}
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RUN useradd -d /home/${USERNAME} -ms /bin/bash -g ${USERNAME} -G root -u $UID ${USERNAME}
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USER ${USERNAME}
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WORKDIR /home/${USERNAME}
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RUN curl -sL https://github.com/bazelbuild/bazel/releases/download/${BAZEL_VERSION}/bazel-${BAZEL_VERSION}-installer-${BAZEL_OS}-x86_64.sh -o bazel-install.sh && \
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bash -x bazel-install.sh --user && \
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rm bazel-install.sh
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ARG CONDA_OS=Linux
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# Miniconda - Python 3.6, 64-bit, x86, latest
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RUN curl -sL https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh -o mconda-install.sh && \
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bash -x mconda-install.sh -b -p miniconda && \
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rm mconda-install.sh
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ENV PATH="/home/${USERNAME}/miniconda/bin:$PATH"
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RUN conda create -y -q -n tensorflow-gcs-config python=3.6 ${CONDA_ADD_PACKAGES}
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RUN echo ". /miniconda/etc/profile.d/conda.sh" >> ~/.bashrc && \
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echo "source activate tensorflow-gcs-config" >> ~/.bashrc
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ARG PIP_ADD_PACKAGES=""
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RUN /bin/bash -c "source activate tensorflow-gcs-config && python -m pip install -U \
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pytest \
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pylint \
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boto3 \
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twine \
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google-cloud-pubsub==0.39.1 \
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pandas \
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fastavro \
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'tensorflow>=2' \
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${PIP_ADD_PACKAGES} \
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"
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# This just forces a new fetch of the latest TF binary if the version changes.
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RUN /bin/bash -c "echo ${TF_VERSION}"
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RUN /bin/bash -c "source activate tensorflow-gcs-config && python -m pip install -U 'tensorflow>=2'"
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RUN bazel help > /dev/null

‎tensorflow-whl/tensorflow-gcs-config/MANIFEST.in‎

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include tensorflow_gcs_config/*.py
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include tensorflow_gcs_config/*.so

‎tensorflow-whl/tensorflow-gcs-config/README.md‎

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# Tensorflow GCS Configuration Ops
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This package provides TF 2.X compatible versions of the
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`tf.contrib.cloud.configure_gcs()` operations.
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This is a slightly modified and repackaged version of the GCS code in TensorFlow I/O,
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in particular the [tfio.gcs](https://www.tensorflow.org/io/api_docs/python/tfio/gcs) module.
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This is a copy of the internal source released as the
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[tensorflow-gcs-config](https://pypi.org/project/tensorflow-gcs-config/) package.

‎tensorflow-whl/tensorflow-gcs-config/WORKSPACE‎

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workspace(name = "tensorflow_gcs_config")
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load("//third_party/tensorflow:tf_configure.bzl", "tf_configure")
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load("@bazel_tools//tools/build_defs/repo:http.bzl", "http_archive")
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tf_configure(
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name = "local_config_tf",
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)
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http_archive(
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name = "com_github_grpc_grpc",
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sha256 = "1bf082fb3016154d3f806da8eb5876caf05743da4b2e8130fadd000df74b5bb6",
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strip_prefix = "grpc-1.21.1",
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urls = [
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"https://mirror.bazel.build/github.com/grpc/grpc/archive/v1.21.1.tar.gz",
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"https://github.com/grpc/grpc/archive/v1.21.1.tar.gz",
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],
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)
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# 3.7.1 with a fix to BUILD file
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http_archive(
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name = "com_google_protobuf",
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sha256 = "1c020fafc84acd235ec81c6aac22d73f23e85a700871466052ff231d69c1b17a",
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strip_prefix = "protobuf-5902e759108d14ee8e6b0b07653dac2f4e70ac73",
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urls = [
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"http://mirror.tensorflow.org/github.com/protocolbuffers/protobuf/archive/5902e759108d14ee8e6b0b07653dac2f4e70ac73.tar.gz",
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"https://github.com/protocolbuffers/protobuf/archive/5902e759108d14ee8e6b0b07653dac2f4e70ac73.tar.gz",
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],
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)
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load("@com_github_grpc_grpc//bazel:grpc_deps.bzl", "grpc_deps")
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grpc_deps()
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http_archive(
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name = "jsoncpp_git",
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build_file = "//third_party:jsoncpp.BUILD",
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sha256 = "c49deac9e0933bcb7044f08516861a2d560988540b23de2ac1ad443b219afdb6",
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strip_prefix = "jsoncpp-1.8.4",
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urls = [
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"http://mirror.tensorflow.org/github.com/open-source-parsers/jsoncpp/archive/1.8.4.tar.gz",
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"https://github.com/open-source-parsers/jsoncpp/archive/1.8.4.tar.gz",
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],
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)

‎tensorflow-whl/tensorflow-gcs-config/build.py‎

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# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# =============================================================================
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from __future__ import print_function
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import os
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import re
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import sys
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import tensorflow as tf
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def write_config():
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"""Retrive compile and link information from tensorflow and write to .bazelrc."""
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cflags = tf.sysconfig.get_compile_flags()
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inc_regex = re.compile("^-I")
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opt_regex = re.compile("^-D")
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include_list = []
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opt_list = []
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for arg in cflags:
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if inc_regex.match(arg):
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include_list.append(arg)
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elif opt_regex.match(arg):
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opt_list.append(arg)
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else:
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print("WARNING: Unexpected cflag item {}".format(arg))
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if len(include_list) != 1:
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print("ERROR: Expected a single include directory in " +
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"tf.sysconfig.get_compile_flags()")
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exit(1)
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library_regex = re.compile("^-l")
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libdir_regex = re.compile("^-L")
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library_list = []
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libdir_list = []
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lib = tf.sysconfig.get_link_flags()
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for arg in lib:
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if library_regex.match(arg):
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library_list.append(arg)
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elif libdir_regex.match(arg):
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libdir_list.append(arg)
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else:
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print("WARNING: Unexpected link flag item {}".format(arg))
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if len(library_list) != 1 or len(libdir_list) != 1:
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print("ERROR: Expected exactly one lib and one libdir in" +
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"tf.sysconfig.get_link_flags()")
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exit(1)
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try:
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with open(".bazelrc", "w") as bazel_rc:
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for opt in opt_list:
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bazel_rc.write('build --copt="{}"\n'.format(opt))
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bazel_rc.write('build --action_env TF_HEADER_DIR="{}"\n'
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.format(include_list[0][2:]))
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bazel_rc.write('build --action_env TF_SHARED_LIBRARY_DIR="{}"\n'
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.format(libdir_list[0][2:]))
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library_name = library_list[0][2:]
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if library_name.startswith(":"):
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library_name = library_name[1:]
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else:
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library_name = "lib" + library_name + ".so"
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bazel_rc.write('build --action_env TF_SHARED_LIBRARY_NAME="{}"\n'
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.format(library_name))
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bazel_rc.close()
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except OSError:
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print("ERROR: Writing .bazelrc")
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exit(1)
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def compile_bazel():
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write_config()
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if os.system('rm -f tensorflow_gcs_config/*.so && bazel build -c dbg //tensorflow_gcs_config:_gcs_config_ops.so && cp bazel-bin/tensorflow_gcs_config/_gcs_config_ops.so tensorflow_gcs_config/') != 0:
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raise Exception('Failed to build C extension.')

‎tensorflow-whl/tensorflow-gcs-config/setup.py‎

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from setuptools import setup
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setup_kwargs = {
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}
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from build import compile_bazel
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compile_bazel()
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setup(
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name='tensorflow-gcs-config',
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version='2.1.7',
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description='TensorFlow operations for configuring access to GCS (Google Compute Storage) resources.',
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long_description='TensorFlow operations for configuring access to GCS (Google Compute Storage) resources.',
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author='Google, Inc.',
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author_email=None,
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url=None,
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packages = ['tensorflow_gcs_config'],
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include_package_data=True,
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)

‎tensorflow-whl/tensorflow-gcs-config/tensorflow_gcs_config/BUILD‎

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licenses(["notice"]) # Apache 2.0
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package(default_visibility = ["//visibility:public"])
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cc_binary(
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name = "_gcs_config_ops.so",
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srcs = [
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"gcs_config_op_kernels.cc",
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"gcs_config_ops.cc",
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],
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copts = [
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"-pthread",
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"-std=c++11",
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"-DNDEBUG",
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],
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linkshared = 1,
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deps = [
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"@jsoncpp_git//:jsoncpp",
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"@local_config_tf//:libtensorflow_framework",
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"@local_config_tf//:tf_header_lib",
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],
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)

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