build_tools/docker/bazel_tensorflow/Dockerfile

# Copyright 2020 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.

# Builds an image for running IREE on bazel with python bindings and tensorflow
# integrations. Requires that the bazel image has already been built. Build
# using:
# docker build --tag bazel-tensorflow build_tools/docker/bazel_tensorflow/

# Set up the image and working directory.
FROM bazel
WORKDIR /usr/src/git

# Update python3 to 3.6
RUN add-apt-repository ppa:deadsnakes/ppa
RUN apt-get update
RUN apt-get install -y python3.6 python3.6-dev

# Replace with the block below with
#     ENV PYTHON_BIN /usr/bin/python3.6
# once PYTHON_BIN also controls Bazel's runtime interpreter (issue:
# https://github.com/google/iree/issues/1875).
# For now, create a symlink from correct python version to the system's python3
# (which PYTHON_BIN currently points to).
# This makes many things unhappy (e.g. add-apt-repository).
RUN rm /usr/bin/python3
RUN ln -s /usr/bin/python3.6 /usr/bin/python3

# Install tensorflow and numpy
RUN apt-get install -y python3-pip python3-setuptools
RUN python3 -m pip install --upgrade pip
RUN python3 -m pip install numpy tf-nightly