feat(model)!: adopt containerized model serving #542
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Codecov ReportAttention: Patch coverage is
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## main #542 +/- ##
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+ Coverage 0.99% 1.20% +0.21%
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Files 15 14 -1
Lines 5839 3653 -2186
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- Hits 58 44 -14
+ Misses 5773 3605 -2168
+ Partials 8 4 -4
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Because - we are going to support asynchronous model trigger This commit - support async model trigger with temporal workflow
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🤖 I have created a release *beep* *boop* --- ## [0.24.0-alpha](v0.23.0-alpha...v0.24.0-alpha) (2024-06-06) ### ⚠ BREAKING CHANGES * **model:** adopt containerized model serving ([#542](#542)) ### Features * **handler:** implement get latest operation ([#589](#589)) ([33d2395](33d2395)) * **handler:** support listing available regions for model deployment ([#561](#561)) ([52c2172](52c2172)) * **handler:** support model profile image ([#566](#566)) ([0c8dbba](0c8dbba)) * **model:** add permission field in model object ([#576](#576)) ([2d36a58](2d36a58)) * **model:** add task schema in model struct ([#578](#578)) ([647069d](647069d)) * **model:** adopt containerized model serving ([#542](#542)) ([3c80f39](3c80f39)) * **model:** embed sample input/output in model proto message ([#558](#558)) ([5fba538](5fba538)) * **model:** support latest model version trigger ([#580](#580)) ([47cb36c](47cb36c)) * **model:** support resource spec in model definition ([#557](#557)) ([fee6e4b](fee6e4b)) * **model:** support search/filter with list endpoints ([#559](#559)) ([7b17393](7b17393)) * **model:** support watch latest model and `order_by` for list endpoints ([#586](#586)) ([1a5e48c](1a5e48c)) * **prediction:** implement sync/async prediction records ([#555](#555)) ([8d58eda](8d58eda)) * **ray:** support containerized model deployment ([#529](#529)) ([4dcab05](4dcab05)) * **ray:** support custom accelerator type ([#547](#547)) ([f0cc0d7](f0cc0d7)) ### Bug Fixes * **acl:** fix wrong type name ([#560](#560)) ([89d09a5](89d09a5)) * **dockerfile:** update deploy config yaml path ([#590](#590)) ([ee369e0](ee369e0)) * **model:** fix missing package in test models ([#552](#552)) ([a28a21b](a28a21b)) * **ray:** check CDI availability for model container ([#538](#538)) ([28bad42](28bad42)) * **server:** add missing message size option ([#597](#597)) ([d0a0aac](d0a0aac)) * **service:** fix list model version pagination ([#569](#569)) ([d8fb04a](d8fb04a)) * **service:** fix list model version return list size ([#556](#556)) ([9b69f9c](9b69f9c)) --- 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
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controller-modelmodel-repositorygithubhuggingfaceandartivcmodel definitionscreateanddeploy/undeploymethods to be sync callresolves INS-3724
resolves INS-3715
resolves INS-3714
resolves INS-3713
resolves INS-4050