polyaxon-dockerizer
Python tool to generate dockerfiles compatible with Polyaxon dockerizer and Polyaxon CLI local run.
Install
$ pip install -U polyaxon-dockerizerUsage
Generate Dockerfiles
from polyaxon_dockerizer import generate
generate(repo_path,
from_image,
build_steps=['apt-get install git', 'pip install tensorflow'],
env_vars=[['ENV_VAR1', 'VALUE1'], ['ENV_VAR2', 'VALUE2']],
nvidia_bin=None,
lang_env='en_US.UTF-8',
uid=2222,
gid=2222)Build images
from polyaxon_dockerizer import build
build(build_context,
image_tag,
image_name,
nocache,
credstore_env=None,
registries=None)Build & Push images
from polyaxon_dockerizer import build_and_push
build_and_push(build_context,
image_tag,
image_name,
nocache,
credstore_env=None,
registries=None)Install polyaxon
Please check polyaxon installation guide
Quick start
Please check our quick start guide to start training your first experiment.
