feat: jumpstart instance type variants #4068

evakravi · 2023-08-14T21:34:21Z

Issue #, if available:

Description of changes:
This PR adds client support for consuming JumpStart's new instance type specific metadata, which can be used to provide image uris and environment variables (at the current moment).

Example:

 "hosting_instance_type_variants": {
        "regional_aliases": {
            "af-south-1": {
                "alias_ecr_uri_1": "626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference:0.23.0-deepspeed0.9.5-cu118"
            },
            "ap-east-1": {
                "alias_ecr_uri_1": "871362719292.dkr.ecr.ap-east-1.amazonaws.com/djl-inference:0.23.0-deepspeed0.9.5-cu118"
            },
            "ap-northeast-1": {
                "alias_ecr_uri_1": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/djl-inference:0.23.0-deepspeed0.9.5-cu118"
            },
            "ap-northeast-2": {
                "alias_ecr_uri_1": "763104351884.dkr.ecr.ap-northeast-2.amazonaws.com/djl-inference:0.23.0-deepspeed0.9.5-cu118"
            },
            "ap-south-1": {
                "alias_ecr_uri_1": "763104351884.dkr.ecr.ap-south-1.amazonaws.com/djl-inference:0.23.0-deepspeed0.9.5-cu118"
            },
            "ap-southeast-1": {
                "alias_ecr_uri_1": "763104351884.dkr.ecr.ap-southeast-1.amazonaws.com/djl-inference:0.23.0-deepspeed0.9.5-cu118"
            },
            "ap-southeast-2": {
                "alias_ecr_uri_1": "763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/djl-inference:0.23.0-deepspeed0.9.5-cu118"
            },
            "ca-central-1": {
                "alias_ecr_uri_1": "763104351884.dkr.ecr.ca-central-1.amazonaws.com/djl-inference:0.23.0-deepspeed0.9.5-cu118"
            },
            "cn-north-1": {
                "alias_ecr_uri_1": "727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/djl-inference:0.23.0-deepspeed0.9.5-cu118"
            },
            "eu-central-1": {
                "alias_ecr_uri_1": "763104351884.dkr.ecr.eu-central-1.amazonaws.com/djl-inference:0.23.0-deepspeed0.9.5-cu118"
            },
            "eu-north-1": {
                "alias_ecr_uri_1": "763104351884.dkr.ecr.eu-north-1.amazonaws.com/djl-inference:0.23.0-deepspeed0.9.5-cu118"
            },
            "eu-south-1": {
                "alias_ecr_uri_1": "692866216735.dkr.ecr.eu-south-1.amazonaws.com/djl-inference:0.23.0-deepspeed0.9.5-cu118"
            },
            "eu-west-1": {
                "alias_ecr_uri_1": "763104351884.dkr.ecr.eu-west-1.amazonaws.com/djl-inference:0.23.0-deepspeed0.9.5-cu118"
            },
            "eu-west-2": {
                "alias_ecr_uri_1": "763104351884.dkr.ecr.eu-west-2.amazonaws.com/djl-inference:0.23.0-deepspeed0.9.5-cu118"
            },
            "eu-west-3": {
                "alias_ecr_uri_1": "763104351884.dkr.ecr.eu-west-3.amazonaws.com/djl-inference:0.23.0-deepspeed0.9.5-cu118"
            },
            "me-south-1": {
                "alias_ecr_uri_1": "217643126080.dkr.ecr.me-south-1.amazonaws.com/djl-inference:0.23.0-deepspeed0.9.5-cu118"
            },
            "sa-east-1": {
                "alias_ecr_uri_1": "763104351884.dkr.ecr.sa-east-1.amazonaws.com/djl-inference:0.23.0-deepspeed0.9.5-cu118"
            },
            "us-east-1": {
                "alias_ecr_uri_1": "763104351884.dkr.ecr.us-east-1.amazonaws.com/djl-inference:0.23.0-deepspeed0.9.5-cu118"
            },
            "us-east-2": {
                "alias_ecr_uri_1": "763104351884.dkr.ecr.us-east-2.amazonaws.com/djl-inference:0.23.0-deepspeed0.9.5-cu118"
            },
            "us-west-1": {
                "alias_ecr_uri_1": "763104351884.dkr.ecr.us-west-1.amazonaws.com/djl-inference:0.23.0-deepspeed0.9.5-cu118"
            },
            "us-west-2": {
                "alias_ecr_uri_1": "763104351884.dkr.ecr.us-west-2.amazonaws.com/djl-inference:0.23.0-deepspeed0.9.5-cu118"
            }
        },
        "variants": {
            "c4": {
                "regional_properties": {
                    "image_uri": "$alias_ecr_uri_1"
                }
            },
            "c5": {
                "regional_properties": {
                    "image_uri": "$alias_ecr_uri_1"
                }
            },
            "c5d": {
                "regional_properties": {
                    "image_uri": "$alias_ecr_uri_1"
                }
            },
            "c5n": {
                "regional_properties": {
                    "image_uri": "$alias_ecr_uri_1"
                }
            },
            "c6i": {
                "regional_properties": {
                    "image_uri": "$alias_ecr_uri_1"
                }
            },
            "g4dn": {
                "regional_properties": {
                    "image_uri": "$alias_ecr_uri_1"
                }
            },
            "g5": {
                "regional_properties": {
                    "image_uri": "$alias_ecr_uri_1"
                }
            },
            "inf1": {
                "regional_properties": {
                    "image_uri": "$alias_ecr_uri_1"
                }
            },
            "inf2": {
                "regional_properties": {
                    "image_uri": "$alias_ecr_uri_1"
                }
            },
            "local": {
                "regional_properties": {
                    "image_uri": "$alias_ecr_uri_1"
                }
            },
            "local_gpu": {
                "regional_properties": {
                    "image_uri": "$alias_ecr_uri_1"
                }
            },
            "m4": {
                "regional_properties": {
                    "image_uri": "$alias_ecr_uri_1"
                }
            },
            "m5": {
                "regional_properties": {
                    "image_uri": "$alias_ecr_uri_1"
                }
            },
            "m5d": {
                "regional_properties": {
                    "image_uri": "$alias_ecr_uri_1"
                }
            },
            "p2": {
                "regional_properties": {
                    "image_uri": "$alias_ecr_uri_1"
                }
            },
            "p3": {
                "regional_properties": {
                    "image_uri": "$alias_ecr_uri_1"
                }
            },
            "p3dn": {
                "regional_properties": {
                    "image_uri": "$alias_ecr_uri_1"
                }
            },
            "p4d": {
                "regional_properties": {
                    "image_uri": "$alias_ecr_uri_1"
                }
            },
            "p4de": {
                "regional_properties": {
                    "image_uri": "$alias_ecr_uri_1"
                }
            },
            "p5": {
                "regional_properties": {
                    "image_uri": "$alias_ecr_uri_1"
                }
            },
            "r5": {
                "regional_properties": {
                    "image_uri": "$alias_ecr_uri_1"
                }
            },
            "r5d": {
                "regional_properties": {
                    "image_uri": "$alias_ecr_uri_1"
                }
            },
            "t2": {
                "regional_properties": {
                    "image_uri": "$alias_ecr_uri_1"
                }
            },
            "t3": {
                "regional_properties": {
                    "image_uri": "$alias_ecr_uri_1"
                }
            }
        }
    }

The goal is to use the image uris in this metadata rather than the metadata here: https://github.com/aws/sagemaker-python-sdk/tree/master/src/sagemaker/image_uri_config

Testing done:

Merge Checklist

Put an x in the boxes that apply. You can also fill these out after creating the PR. If you're unsure about any of them, don't hesitate to ask. We're here to help! This is simply a reminder of what we are going to look for before merging your pull request.

General

I have read the CONTRIBUTING doc
I certify that the changes I am introducing will be backward compatible, and I have discussed concerns about this, if any, with the Python SDK team
I used the commit message format described in CONTRIBUTING
I have passed the region in to all S3 and STS clients that I've initialized as part of this change.
I have updated any necessary documentation, including READMEs and API docs (if appropriate)

Tests

I have added tests that prove my fix is effective or that my feature works (if appropriate)
I have added unit and/or integration tests as appropriate to ensure backward compatibility of the changes
I have checked that my tests are not configured for a specific region or account (if appropriate)
I have used unique_name_from_base to create resource names in integ tests (if appropriate)

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

sagemaker-bot · 2023-08-14T22:55:51Z

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codecov-commenter · 2023-08-14T23:47:45Z

Codecov Report

Patch coverage: 75.55% and project coverage change: -0.16% ⚠️

Comparison is base (d6f58b3) 90.43% compared to head (fb16dbb) 90.28%.
Report is 5 commits behind head on master.

❗ Current head fb16dbb differs from pull request most recent head 43947f5. Consider uploading reports for the commit 43947f5 to get more accurate results

Additional details and impacted files

@@            Coverage Diff             @@
##           master    #4068      +/-   ##
==========================================
- Coverage   90.43%   90.28%   -0.16%     
==========================================
  Files         990      312     -678     
  Lines       87078    28808   -58270     
==========================================
- Hits        78752    26008   -52744     
+ Misses       8326     2800    -5526

Files Changed	Coverage Δ
src/sagemaker/jumpstart/factory/model.py	`99.27% <ø> (ø)`
src/sagemaker/session.py	`78.56% <4.76%> (ø)`
src/sagemaker/jumpstart/artifacts/image_uris.py	`89.13% <85.71%> (ø)`
src/sagemaker/jumpstart/types.py	`96.50% <85.71%> (ø)`
src/sagemaker/model_monitor/model_monitoring.py	`70.54% <86.20%> (ø)`
...maker/jumpstart/artifacts/environment_variables.py	`90.90% <88.88%> (ø)`
src/sagemaker/environment_variables.py	`92.85% <100.00%> (ø)`
src/sagemaker/image_uris.py	`97.77% <100.00%> (ø)`
...agemaker/model_monitor/clarify_model_monitoring.py	`90.15% <100.00%> (ø)`
...gemaker/model_monitor/cron_expression_generator.py	`100.00% <100.00%> (ø)`
... and 1 more

... and 1291 files with indirect coverage changes

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src/sagemaker/jumpstart/artifacts/environment_variables.py

src/sagemaker/jumpstart/artifacts/image_uris.py

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bhupendrasingh

/bot run pr, slow-tests

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feat: jumpstart instance type variants

2efa1e8

evakravi requested a review from a team as a code owner August 14, 2023 21:34

evakravi requested review from bhupendrasingh and removed request for a team August 14, 2023 21:34

fix: typo

8d527f8

evakravi marked this pull request as draft August 14, 2023 21:35

evakravi added 2 commits August 14, 2023 21:39

fix: failing tests

c21d2e1

fix: docstring

e9e99c6

akrishna1995 assigned bhupendrasingh Aug 14, 2023

Merge branch 'master' into feat/jumpstart-instance-type-variants

fd41f0b

evakravi added the do-not-merge Use when PR needs to be marked as do not merge label Aug 15, 2023

chore: support for local and local_gpu

9f912e4

fix: variants -> regional_variants, properties -> regional_properties

099d6f1

Merge branch 'master' into feat/jumpstart-instance-type-variants

814d0cd

whittech1 reviewed Sep 21, 2023

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src/sagemaker/jumpstart/artifacts/environment_variables.py Show resolved Hide resolved

src/sagemaker/jumpstart/artifacts/image_uris.py Show resolved Hide resolved

whittech1 approved these changes Sep 21, 2023

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Merge branch 'master' into feat/jumpstart-instance-type-variants

fb16dbb

bhupendrasingh reviewed Sep 21, 2023

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Merge branch 'master' into feat/jumpstart-instance-type-variants

43947f5

bhupendrasingh approved these changes Sep 22, 2023

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bhupendrasingh merged commit e100e0a into aws:master Sep 22, 2023

feat: jumpstart instance type variants #4068

feat: jumpstart instance type variants #4068

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AWS CodeBuild CI Report

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Codecov Report

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sagemaker-bot commented Aug 15, 2023

AWS CodeBuild CI Report

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sagemaker-bot commented Aug 15, 2023

AWS CodeBuild CI Report

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sagemaker-bot commented Aug 15, 2023

AWS CodeBuild CI Report

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sagemaker-bot commented Aug 15, 2023

AWS CodeBuild CI Report

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sagemaker-bot commented Aug 15, 2023

AWS CodeBuild CI Report

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sagemaker-bot commented Aug 15, 2023

AWS CodeBuild CI Report

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sagemaker-bot commented Aug 17, 2023

AWS CodeBuild CI Report

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sagemaker-bot commented Aug 17, 2023

AWS CodeBuild CI Report

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sagemaker-bot commented Aug 17, 2023

AWS CodeBuild CI Report

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sagemaker-bot commented Aug 17, 2023

AWS CodeBuild CI Report

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sagemaker-bot commented Aug 17, 2023

AWS CodeBuild CI Report

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sagemaker-bot commented Aug 25, 2023

AWS CodeBuild CI Report

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sagemaker-bot commented Sep 20, 2023

AWS CodeBuild CI Report

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sagemaker-bot commented Sep 20, 2023

AWS CodeBuild CI Report

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sagemaker-bot commented Sep 20, 2023

AWS CodeBuild CI Report

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sagemaker-bot commented Sep 20, 2023

AWS CodeBuild CI Report

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sagemaker-bot commented Sep 20, 2023

AWS CodeBuild CI Report

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sagemaker-bot commented Sep 20, 2023

AWS CodeBuild CI Report

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evakravi commented Aug 14, 2023 •

edited

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codecov-commenter commented Aug 14, 2023 •

edited

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