version: 0.2
env:
  shell: bash
phases:
  install:
    runtime-versions:
      python: 3.7
    commands:
      - curl "https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip" -o "awscliv2.zip"
      - unzip awscliv2.zip
      - ./aws/install
      - pip install -r requirements.txt

  pre_build:
    commands:
      - echo "read latest training job name and copy latest tokenizer for inference"
      - source $CODEBUILD_SRC_DIR_Train/.env
      - aws s3 cp $tokpath inference/tokenizer.pkl
  build:
    commands:
      - echo "Deploying model trained in sagemaker training job - "
      - echo $job 
      - python3 inference/deploy_model.py -- job $job
      - job=$job python -m unittest discover tests "test_posttrain.py"