feat(ray): support containerized model serving #116
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Because - We are going to support containerized model serving with `Instill Model` This commit - add deployment handle return - add modules for building and pushing model image - expose cpu/gpu/memory resource allocation configs - update `instill_deployable` decorator
Because - Missing `CUDA_SUFFIX` ARG will cause model container to lose GPU capability This commit - add missing cuda suffix arg
Codecov ReportAttention: Patch coverage is
Additional details and impacted files@@ Coverage Diff @@
## main #116 +/- ##
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- Coverage 24.49% 24.16% -0.34%
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Files 189 191 +2
Lines 6609 6700 +91
Branches 1047 1061 +14
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Hits 1619 1619
- Misses 4973 5064 +91
Partials 17 17 ☔ View full report in Codecov by Sentry. |
heiruwu
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Apr 25, 2024
🤖 I have created a release *beep* *boop* --- ## [0.8.0](v0.7.1...v0.8.0) (2024-04-25) ### Features * **deps:** upgrade ray version ([cc61b85](cc61b85)) * **ray:** adapt to native docker client instead of docker sdk ([#138](#138)) ([7d19ccb](7d19ccb)) * **ray:** add accelerator and custom resource support ([#118](#118)) ([f974f98](f974f98)) * **ray:** add llava 13b to predeploy list ([3fd5914](3fd5914)) * **ray:** add metadata and infer constructor for llm tasks ([#137](#137)) ([be122d1](be122d1)) * **ray:** generate sha256 as tag if not presented ([#120](#120)) ([6abb538](6abb538)) * **ray:** inject accelerator type at runtime ([#121](#121)) ([f78a2d0](f78a2d0)) * **ray:** support containerized model serving ([#116](#116)) ([ad0f250](ad0f250)) * **ray:** support custom accelerator type ([#134](#134)) ([ae6c139](ae6c139)) * **ray:** use env for resource and deprecate deploy/undeploy ([#124](#124)) ([a58bc50](a58bc50)) * **ray:** use tmp folder for image building ([#122](#122)) ([9512cec](9512cec)) ### Bug Fixes * **deps:** downgrade ray to avoid grpc servicer issue ([#128](#128)) ([9ead421](9ead421)) * **dockerfile:** avoid build hang at ARG statement ([#130](#130)) ([f02a27c](f02a27c)) * **ray:** fix etrypoint module not found ([#126](#126)) ([f1ed83d](f1ed83d)) * **ray:** fix missing default resource value ([#129](#129)) ([b2f564a](b2f564a)) * **ray:** fix multi-platform build stage ([6f358fd](6f358fd)) * **ray:** support target platform for image building ([#127](#127)) ([f4825fc](f4825fc)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please).
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Because
Instill ModelThis commit
instill_deployabledecorator