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Dockerfile
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# 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
#
# 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.
FROM gcr.io/dataflow-templates-base/python311-template-launcher-base:latest
# Configure the Template to launch the pipeline with a --requirements_file option.
# See: https://beam.apache.org/documentation/sdks/python-pipeline-dependencies/#pypi-dependencies
ENV FLEX_TEMPLATE_PYTHON_REQUIREMENTS_FILE="/template/requirements.txt"
ENV FLEX_TEMPLATE_PYTHON_PY_FILE="/template/main.py"
ENV FLEX_TEMPLATE_PYTHON_SETUP_FILE="/template/setup.py"
COPY . /template
RUN apt-get update \
# Install any apt packages if required by your template pipeline.
&& apt-get install -y libffi-dev git \
&& rm -rf /var/lib/apt/lists/* \
# Upgrade pip and install the requirements.
&& pip install --no-cache-dir --upgrade pip \
# Install dependencies from requirements file in the launch environment.
&& pip install --no-cache-dir -r $FLEX_TEMPLATE_PYTHON_REQUIREMENTS_FILE \
# When FLEX_TEMPLATE_PYTHON_REQUIREMENTS_FILE option is used,
# then during Template launch Beam downloads dependencies
# into a local requirements cache folder and stages the cache to workers.
# To speed up Flex Template launch, pre-download the requirements cache
# when creating the Template.
&& pip download --no-cache-dir --dest /tmp/dataflow-requirements-cache -r $FLEX_TEMPLATE_PYTHON_REQUIREMENTS_FILE
ENTRYPOINT ["/opt/google/dataflow/python_template_launcher"]