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History

Ian Coffey c827a5fbd4 link bentoml repo from catalog readme		2020-06-25 15:05:59 +01:00
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tests	fix task and run yaml formatting for bentoml task	2020-06-25 15:05:59 +01:00
Dockerfile	Add bentoml catalog task	2020-06-25 15:05:59 +01:00
OWNERS	fix owners file in bentoml task	2020-06-25 15:05:59 +01:00
README.md	link bentoml repo from catalog readme	2020-06-25 15:05:59 +01:00
task.yaml	fix task and run yaml formatting for bentoml task	2020-06-25 15:05:59 +01:00

README.md

BentoML

This task allows operations on BentoML services.

Why BentoML Task?

BentoML now supports the ability to retrieve artifact bundles via its cli. This will allow for in integration with CI, so models can be safely packaged into containers and deployed without any manual effort. The build context is auto-generated by BentoML and can be easily connected to CI/CD pipelines. This task offers a new pattern for data scientists.

Parameters

YATAISERVICE: Optional address of YataiService to connect to for command.

default: ""`
ARGS: The arguments to pass to bentoml CLI. This parameter is required to run this task.

Examples

Run bentoml --help for BentoML usage. Using the Tekton CLI (tkn):

Use bentoml to retrieve a full ML build environment in the cwd:

tkn task start bentoml -p ARGS="retrieve ServiceName:20200616152703_9E2AD7","YATAISERVICE=10.10.10.1:50051 --target_dir=/workspace/storage"