# read the doc: https://huggingface.co/docs/hub/spaces-sdks-docker
# you will also find guides on how best to write your Dockerfile

FROM python:3.9

RUN apt-get update
RUN apt-get -y install \
    tesseract-ocr \
    tesseract-ocr-jpn \
    libgl1-mesa-dev; 
RUN apt-get clean

WORKDIR /code

COPY requirements.txt ./

RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt

RUN useradd -m -u 1000 user

USER user

ENV HOME=/home/user \
	PATH=/home/user/.local/bin:$PATH

WORKDIR $HOME/app

COPY --chown=user . $HOME/app/


ADD --chown=user https://huggingface.co/prajesh069/clue-answer.multi-answer-scoring.dual-bert-encoder/resolve/main/all_answer_list.tsv $HOME/app/Inference_components/
ADD --chown=user https://huggingface.co/prajesh069/clue-answer.multi-answer-scoring.dual-bert-encoder/resolve/main/distilbert_7_epochs_embeddings.pkl $HOME/app/Inference_components/
ADD --chown=user https://huggingface.co/prajesh069/clue-answer.multi-answer-scoring.dual-bert-encoder/resolve/main/distilbert_EPOCHs_7_COMPLETE.bin $HOME/app/Inference_components/
ADD --chown=user https://huggingface.co/prajesh069/clue-answer.multi-answer-scoring.dual-bert-encoder/resolve/main/dpr_biencoder_trained_500k.bin $HOME/app/Inference_components/
ADD --chown=user https://huggingface.co/prajesh069/clue-answer.multi-answer-scoring.dual-bert-encoder/resolve/main/embeddings_all_answers_json_0.pkl $HOME/app/Inference_components/

ADD --chown=user https://huggingface.co/prajesh069/clue-answer.multi-answer-scoring.dual-bert-encoder/resolve/main/t5_small_new_dataset_2EPOCHS/config.json $HOME/app/Inference_components/t5_small_new_dataset_2EPOCHS/
ADD --chown=user https://huggingface.co/prajesh069/clue-answer.multi-answer-scoring.dual-bert-encoder/resolve/main/t5_small_new_dataset_2EPOCHS/generation_config.json $HOME/app/Inference_components/t5_small_new_dataset_2EPOCHS/
ADD --chown=user https://huggingface.co/prajesh069/clue-answer.multi-answer-scoring.dual-bert-encoder/resolve/main/t5_small_new_dataset_2EPOCHS/model.safetensors $HOME/app/Inference_components/t5_small_new_dataset_2EPOCHS/

CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]