# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. 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. A copy of
# the License is located at
#
#     http://aws.amazon.com/apache2.0/
#
# or in the "license" file accompanying this file. This file 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.

# For more information on creating a Dockerfile
# https://docs.docker.com/compose/gettingstarted/#step-2-create-a-dockerfile
# https://github.com/awslabs/amazon-sagemaker-examples/master/advanced_functionality/pytorch_extending_our_containers/pytorch_extending_our_containers.ipynb

ARG REGION=us-east-1

# SageMaker PyTorch image for INFERENCE
FROM 763104351884.dkr.ecr.$REGION.amazonaws.com/pytorch-inference:1.12.1-gpu-py38-cu113-ubuntu20.04-sagemaker

ENV PATH="/opt/ml/code:${PATH}"

# /opt/ml and all subdirectories are utilized by SageMaker, we use the /code subdirectory to store our user code.
COPY /bert-topic /opt/ml/code

# this environment variable is used by the SageMaker PyTorch container to determine our user code directory.
ENV SAGEMAKER_SUBMIT_DIRECTORY /opt/ml/code

# this environment variable is used by the SageMaker PyTorch container to determine our program entry point
# for training and serving.
# For more information: https://github.com/aws/sagemaker-pytorch-container
ENV SAGEMAKER_PROGRAM bert-topic-inference.py

RUN pip install --no-cache-dir --upgrade pip && \
    pip install --no-cache-dir numba==0.53.1 protobuf==3.20.* && pip install --no-cache-dir bertopic==0.12.0 nvgpu smdebug

RUN pip freeze