feat(sagemaker): add model hosting L2 constructs #6107

petermeansrock · 2020-02-04T21:13:36Z

Based closely on PR #2888, this commit introduces the Endpoint L2
construct and the L2 constructs on which it depends, including Model and
EndpointConfig. Departures from PR #2888 include:

EndpointConfig definition moved into its own L2 construct as one
EndpointConfig resource may be shared by multiple Endpoints.
An Endpoint-specific IEndpointProductionVariant interface was added to
support "metric*" and "autoScale*" APIs per endpoint-variant
combination.
The Notebook construct was excluded from this new commit to limit
changes to model hosting use-cases only.
Feedback on the earlier PR has been incorporated into this new commit.

Fixes #2809

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache-2.0 license

Based closely on PR aws#2888, this commit introduces the Endpoint L2 construct and the L2 constructs on which it depends, including Model and EndpointConfig. Departures from PR aws#2888 include: - EndpointConfig definition moved into its own L2 construct as one EndpointConfig resource may be shared by multiple Endpoints. - An Endpoint-specific IEndpointProductionVariant interface was added to support "metric*" and "autoScale*" APIs per endpoint-variant combination. - The Notebook construct was excluded from this new commit to limit changes to model hosting use-cases only. - Feedback on the earlier PR has been incorporated into this new commit. fixes aws#2809 Co-authored-by: Matt McClean <mmcclean@amazon.com> Co-authored-by: Yao <longyao@amazon.com> Co-authored-by: Drew Jetter <60628154+jetterdj@users.noreply.github.com> Co-authored-by: Murali Ganesh <59461079+foxpro24@users.noreply.github.com> Co-authored-by: Abilash Rangoju <988529+rangoju@users.noreply.github.com>

aws-cdk-automation · 2020-02-04T21:53:06Z

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aws-cdk-automation · 2020-02-05T00:09:08Z

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NetaNir · 2020-02-10T07:35:18Z

Hi @petermeansrock!
Thank you for submitting this PR, we will review this week.

aws-cdk-automation · 2020-02-24T18:09:54Z

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aws-cdk-automation · 2020-02-24T20:38:10Z

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aws-cdk-automation · 2020-02-25T02:00:09Z

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aws-cdk-automation · 2020-02-28T19:57:15Z

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aws-cdk-automation · 2020-03-03T18:28:23Z

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aws-cdk-automation · 2020-03-03T21:49:12Z

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aws-cdk-automation · 2020-03-11T17:53:10Z

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aws-cdk-automation · 2020-03-11T20:15:47Z

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petermeansrock · 2020-03-11T21:37:41Z

After merging master into my fork, it looks like the AWS CodeBuild request failed due to an intermittent issue (log link):

[Container] 2020/03/11 21:18:48 Running command /bin/bash ./build.sh
=============================================================================================
installing...
yarn install v1.21.1
[1/5] Resolving packages...
[2/5] Auditing packages...
/usr/share/yarn/lib/cli.js:66929
            throw new (_errors || _load_errors()).ResponseError(_this3.reporter.lang('requestFailed', description), res.statusCode);
            ^

Error: Request failed "503 Service Unavailable"

~~Could a CDK developer re-run the build for me?~~ Nevermind, I just merged again from master and the new build passed.

aws-cdk-automation · 2020-03-12T17:01:46Z

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TheRealAmazonKendra · 2022-04-26T16:54:24Z

This PR has unresolved merge conflicts and has been deemed to be abandoned, and will be automatically closed. Please create a new PR for these changes if you think this decision has been made in error.

petermeansrock · 2022-04-27T00:44:28Z

As an FYI for subscribers, I'm in the process of merging the latest upstream changes into my fork and will create a new PR in the next day or two per the guidance received above. This original PR was never abandoned; I've simply been waiting for feedback from the CDK folks. Hopefully with a new PR, I can get better traction.

petermeansrock · 2022-04-28T00:45:09Z

I've created the new PR #20113 to replace this one.

SomayaB assigned NetaNir Feb 4, 2020

add README changes missing from earlier commit

a68ba16

NetaNir self-requested a review February 10, 2020 07:35

Merge branch 'master' into sagemaker-l2

8a9494e

Merge branch 'master' into sagemaker-l2

9edc79d

Merge branch 'master' into sagemaker-l2

9c94dc9

Merge branch 'master' into sagemaker-l2

95b4d5a

Merge branch 'master' into sagemaker-l2

70a0b73

Merge branch 'master' into sagemaker-l2

d52be3c

Merge branch 'master' into sagemaker-l2

9afb024

Merge branch 'master' into sagemaker-l2

344894f

Merge branch 'master' into sagemaker-l2

a5236c0

Merge branch 'master' into sagemaker-l2

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Stacy-D mentioned this pull request Mar 11, 2020

feat(stepfunctions-tasks): support for sagemaker tasks #6639

Closed

Merge branch 'master' into sagemaker-l2

b3678d2

Merge branch 'master' into sagemaker-l2

d16127e

Merge branch 'master' into sagemaker-l2

83a3ac2

Merge branch 'master' into sagemaker-l2

fc25fdb

Merge branch 'master' into sagemaker-l2

f30c975

skinny85 mentioned this pull request Mar 19, 2020

feat(sagemaker): Initial version of the L2 construct for SageMaker #2888

Closed

4 tasks

njlynch mentioned this pull request Aug 21, 2020

sagemaker: Create L2 construct for Amazon SageMaker #2809

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3 tasks

NetaNir removed their assignment Jun 22, 2021

RomainMuller force-pushed the master branch from 924c117 to ebfd5f2 Compare September 29, 2021 13:07

ajaykarpur mentioned this pull request Nov 8, 2021

feat(sagemaker): add model hosting L2 constructs #17399

Closed

rix0rrr added feature-request A feature should be added or improved. p2 labels Mar 4, 2022

TheRealAmazonKendra closed this Apr 26, 2022

NetaNir removed their request for review April 26, 2022 19:08

petermeansrock mentioned this pull request Apr 28, 2022

📊Tracking: AWS SageMaker #6870

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petermeansrock mentioned this pull request Sep 14, 2022

SageMaker Model Hosting L2 Constructs aws/aws-cdk-rfcs#431

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feat(sagemaker): add model hosting L2 constructs #6107

feat(sagemaker): add model hosting L2 constructs #6107

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feat(sagemaker): add model hosting L2 constructs #6107

feat(sagemaker): add model hosting L2 constructs #6107

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