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Offline batch inference #1477

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Offline batch inference #1477

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bojiang
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@bojiang bojiang commented Mar 1, 2021 •
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Description

requires test utils in #1467 #1347

Motivation and Context

How Has This Been Tested?

Types of changes

  • Breaking change (fix or feature that would cause existing functionality to change)
  • New feature and improvements (non-breaking change which adds/improves functionality)
  • Bug fix (non-breaking change which fixes an issue)
  • Code Refactoring (internal change which is not user facing)
  • Documentation
  • Test, CI, or build

Component(s) if applicable

  • BentoService (service definition, dependency management, API input/output adapters)
  • Model Artifact (model serialization, multi-framework support)
  • Model Server (mico-batching, dockerisation, logging, OpenAPI, instruments)
  • YataiService gRPC server (model registry, cloud deployment automation)
  • YataiService web server (nodejs HTTP server and web UI)
  • Internal (BentoML's own configuration, logging, utility, exception handling)
  • BentoML CLI

Checklist:

  • My code follows the bentoml code style, both ./dev/format.sh and
    ./dev/lint.sh script have passed
    (instructions).
  • My change reduces project test coverage and requires unit tests to be added
  • I have added unit tests covering my code change
  • My change requires a change to the documentation
  • I have updated the documentation accordingly

@bojiang
Add project based fastai2 integration tests
478c3fd
@bojiang
Squashed commit of the following:
1c09dac 
commit 7b5d0fc
Author: bojiang <[email protected]>
Date:   Fri Feb 26 02:42:25 2021 +0800

    refactor

commit 2643868
Author: bojiang <[email protected]>
Date:   Thu Feb 25 18:21:07 2021 +0800

    fix new-style property

commit 0033d0e
Author: bojiang <[email protected]>
Date:   Thu Feb 25 18:08:39 2021 +0800

    fix

commit 02b43a0
Author: bojiang <[email protected]>
Date:   Thu Feb 25 18:05:09 2021 +0800

    finish test

commit 238dd98
Author: bojiang <[email protected]>
Date:   Sat Dec 19 15:12:53 2020 +0800

    fix

commit d1abb1b
Author: bojiang <[email protected]>
Date:   Sat Dec 19 14:38:06 2020 +0800

    test customezed_schema

commit 3d910e5
Author: bojiang <[email protected]>
Date:   Sat Dec 19 14:14:26 2020 +0800

    customize schema
@bojiang
add assert_command to integration test utils
b67dbec
@bojiang bojiang changed the title Batch inference Offline batch inference Mar 1, 2021
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stale bot commented Jun 2, 2021

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

@stale stale bot added the stale label Jun 2, 2021
@yubozhao yubozhao removed the stale label Jun 7, 2021
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stale bot commented Sep 6, 2021

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

@stale stale bot added the stale label Sep 6, 2021
@parano parano closed this Sep 7, 2021
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3 participants
@bojiang @parano @yubozhao