Can I check what new directories does bentoml 1.3 need to write to, as compared to bentoml 1.2? I tried upgrading to bentoml 1.3 and my bento with the exact same code will not start, it seems to keep restarting the bento server with no errors in the log. In my production environment, we need to run the container as a read only file system on kubernetes. When debugging, I downloaded the bento to my local machine and used the following docker compose:

services:
  bento:
    build:
      context: iris-clf
      dockerfile: env/docker/Dockerfile
    ports:
      - "3000:3000"
    read_only: true
    volumes:
      - ./tempdir/bentos:/home/bentoml/bentos
      - ./tempdir/models:/home/bentoml/models
      - ./tempdir/envs:/home/bentoml/envs
      - ./tempdir/tmp:/home/bentoml/tmp
      - ./tempdir/.cache:/home/bentoml/.cache
      - ./tempdir/tmp:/tmp

The above volume mounts are the ones that are required in bentoml 1.2. However, for bentos built with bentoml 1.3, the above volume mount is not sufficient. The bento starts normally if I set

read_only

to false.

CC: @Frost Ming

/home/bentoml/task_result.db

is a file

because the model is saved inside

/home/bentoml/models

and

/home/bentoml/src

, so if i mount emptydir into

/home/bentoml

, my models that are saved inside the bento will not be there. Not sure if i can specify a different directory to save the models to.

The result store would be deleted when server starts, try putting it under a directory and mount that directory

ok this docker compose seems to work, where the result store directory is mounted as

rw

services:
  bento:
    build:
      context: iris-clf
      dockerfile: env/docker/Dockerfile
    ports:
      - "3000:3000"
    read_only: true
    environment:
      - BENTOML_RESULT_STORE=/home/bentoml/bentoml-result-store/task_result.db
    volumes:
      - ./tempdir/bentos:/home/bentoml/bentos
      - ./tempdir/models:/home/bentoml/models
      - ./tempdir/envs:/home/bentoml/envs
      - ./tempdir/tmp:/home/bentoml/tmp
      - ./tempdir/.cache:/home/bentoml/.cache
      - ./tempdir/prometheus_multiproc_dir:/home/bentoml/prometheus_multiproc_dir
      - ./tempdir/tmp:/tmp
      - ./tempdir/result-store:/home/bentoml/bentoml-result-store:rw