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Demowork #6

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bea06d9
Minor clarifications to README
chrispy2day Oct 14, 2022
dd6dd2c
formatting fix
chrispy2day Oct 14, 2022
3a7fc02
another README format fix
chrispy2day Oct 14, 2022
3bed3e2
Updates dependencies to resolve:
chrispy2day Oct 14, 2022
da13857
updates requirements.txt from poetry
chrispy2day Oct 14, 2022
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10 changes: 9 additions & 1 deletion README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -43,8 +43,16 @@ The project uses [CDK pipelines](https://docs.aws.amazon.com/cdk/v2/guide/cdk_pi
### 2.1. Prerequisites

- Store the credentials for programmatic access to mlflow model registry, either as a User name/password or as application token, into AWS Secrets Manager in the same region where the stack is to be deployed
- For example
```
{
"DATABRICKS_HOST" : "https://<instance-name>.cloud.databricks.com",
"DATABRICKS_TOKEN” : "<password-or-token>”
}
```
- Create a CodeCommit repository in the same region where the stack is to be deployed
- [Optional] An [Amazon SageMaker Studio domain](https://docs.aws.amazon.com/sagemaker/latest/dg/gs-studio-onboard.html) in the same region where the stack is to be deployed. Studio offers a convenient environment visualize model in SageMaker model registry and the associated endpoints.
- An [Amazon SageMaker Studio domain](https://docs.aws.amazon.com/sagemaker/latest/dg/gs-studio-onboard.html) in the same region where the stack is to be deployed. Studio offers a convenient environment visualize model in SageMaker model registry and the associated endpoints.
- Note: Technically an active domain is not necessary as long as one has been created previously. The project uses roles that are created with your first domain

### 2.2. Create the Service Catalog product and the Registry Sync Application

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870 changes: 452 additions & 418 deletions poetry.lock
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5 changes: 4 additions & 1 deletion pyproject.toml
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Expand Up @@ -8,7 +8,7 @@ authors = [""]
python = ">=3.9,<3.12"
aws-cdk-lib = "^2.20.0"
constructs = "^10.0.115"
"aws-cdk.aws-lambda-python-alpha" = "^2.20.0-alpha.0"
"aws-cdk.aws-lambda-python-alpha" = "^2.46.0a0"
cdk-ecr-deployment = "^2.5.5"
mlflow-skinny = "^1.28.0"

Expand All @@ -28,6 +28,9 @@ xgboost = "1.5"
sagemaker-inference = "1.5.5"
mlflow-skinny = "^1.28.0"

[tool.poetry.group.dev.dependencies]
git-remote-codecommit = "^1.16"

[build-system]
requires = ["poetry-core>=1.0.0"]
build-backend = "poetry.core.masonry.api"
76 changes: 38 additions & 38 deletions requirements.txt
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@@ -1,38 +1,38 @@
attrs==21.4.0; python_version >= "3.7" and python_full_version < "3.0.0" and python_version < "4.0" or python_version >= "3.7" and python_version < "4.0" and python_full_version >= "3.5.0"
aws-cdk-lib==2.39.1; python_version >= "3.7" and python_version < "4.0"
aws-cdk.aws-lambda-python-alpha==2.39.1a0; python_version >= "3.7" and python_version < "4.0"
cattrs==22.1.0; python_version >= "3.7" and python_version < "4.0"
cdk-ecr-deployment==2.5.5; python_version >= "3.7" and python_version < "4.0"
certifi==2022.6.15; python_version >= "3.7" and python_version < "4"
charset-normalizer==2.1.1; python_version >= "3.7" and python_version < "4" and python_full_version >= "3.6.0"
click==8.1.3; python_version >= "3.7"
cloudpickle==2.1.0; python_version >= "3.7"
colorama==0.4.5; python_version >= "3.7" and python_full_version < "3.0.0" and platform_system == "Windows" or platform_system == "Windows" and python_version >= "3.7" and python_full_version >= "3.5.0"
constructs==10.1.92; python_version >= "3.7" and python_version < "4.0"
databricks-cli==0.17.3; python_version >= "3.7"
entrypoints==0.4; python_version >= "3.7"
exceptiongroup==1.0.0rc9; python_version >= "3.7" and python_version <= "3.10"
gitdb==4.0.9; python_version >= "3.7"
gitpython==3.1.27; python_version >= "3.7"
idna==3.3; python_version >= "3.7" and python_version < "4"
importlib-metadata==4.12.0; python_version >= "3.7"
jsii==1.66.0; python_version >= "3.7" and python_version < "4.0"
mlflow-skinny==1.28.0; python_version >= "3.7"
oauthlib==3.2.1; python_version >= "3.7"
packaging==21.3; python_version >= "3.7"
protobuf==3.20.2; python_version >= "3.7"
publication==0.0.3; python_version >= "3.7" and python_version < "4.0"
pyjwt==2.4.0; python_version >= "3.7"
pyparsing==3.0.9; python_full_version >= "3.6.8" and python_version >= "3.7"
python-dateutil==2.8.2; python_version >= "3.7" and python_full_version < "3.0.0" and python_version < "4.0" or python_version >= "3.7" and python_version < "4.0" and python_full_version >= "3.3.0"
pytz==2022.2.1; python_version >= "3.7"
pyyaml==6.0; python_version >= "3.7"
requests==2.28.1; python_version >= "3.7" and python_version < "4"
six==1.16.0; python_version >= "3.7" and python_full_version < "3.0.0" and python_version < "4.0" or python_full_version >= "3.3.0" and python_version >= "3.7" and python_version < "4.0"
smmap==5.0.0; python_version >= "3.7"
sqlparse==0.4.2; python_version >= "3.7"
tabulate==0.8.10; python_version >= "3.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" and python_version >= "3.7"
typeguard==2.13.3; python_version >= "3.7" and python_version < "4.0" and python_full_version >= "3.5.3"
typing-extensions==4.3.0; python_version >= "3.7" and python_version < "4.0"
urllib3==1.26.12; python_version >= "3.7" and python_full_version < "3.0.0" and python_version < "4" or python_full_version >= "3.6.0" and python_version < "4" and python_version >= "3.7"
zipp==3.8.1; python_version >= "3.7"
attrs==22.1.0 ; python_version >= "3.9" and python_version < "3.12"
aws-cdk-aws-lambda-python-alpha==2.46.0a0 ; python_version >= "3.9" and python_version < "3.12"
aws-cdk-lib==2.46.0 ; python_version >= "3.9" and python_version < "3.12"
cattrs==22.1.0 ; python_version >= "3.9" and python_version < "3.12"
cdk-ecr-deployment==2.5.6 ; python_version >= "3.9" and python_version < "3.12"
certifi==2022.9.24 ; python_version >= "3.9" and python_version < "3.12"
charset-normalizer==2.1.1 ; python_version >= "3.9" and python_version < "3.12"
click==8.1.3 ; python_version >= "3.9" and python_version < "3.12"
cloudpickle==2.2.0 ; python_version >= "3.9" and python_version < "3.12"
colorama==0.4.5 ; python_version >= "3.9" and python_version < "3.12" and platform_system == "Windows"
constructs==10.1.131 ; python_version >= "3.9" and python_version < "3.12"
databricks-cli==0.17.3 ; python_version >= "3.9" and python_version < "3.12"
entrypoints==0.4 ; python_version >= "3.9" and python_version < "3.12"
exceptiongroup==1.0.0rc9 ; python_version >= "3.9" and python_version <= "3.10"
gitdb==4.0.9 ; python_version >= "3.9" and python_version < "3.12"
gitpython==3.1.29 ; python_version >= "3.9" and python_version < "3.12"
idna==3.4 ; python_version >= "3.9" and python_version < "3.12"
importlib-metadata==4.13.0 ; python_version >= "3.9" and python_version < "3.12"
jsii==1.69.0 ; python_version >= "3.9" and python_version < "3.12"
mlflow-skinny==1.29.0 ; python_version >= "3.9" and python_version < "3.12"
oauthlib==3.2.1 ; python_version >= "3.9" and python_version < "3.12"
packaging==21.3 ; python_version >= "3.9" and python_version < "3.12"
protobuf==3.20.3 ; python_version >= "3.9" and python_version < "3.12"
publication==0.0.3 ; python_version >= "3.9" and python_version < "3.12"
pyjwt==2.5.0 ; python_version >= "3.9" and python_version < "3.12"
pyparsing==3.0.9 ; python_version >= "3.9" and python_version < "3.12"
python-dateutil==2.8.2 ; python_version >= "3.9" and python_version < "3.12"
pytz==2022.4 ; python_version >= "3.9" and python_version < "3.12"
pyyaml==6.0 ; python_version >= "3.9" and python_version < "3.12"
requests==2.28.1 ; python_version >= "3.9" and python_version < "3.12"
six==1.16.0 ; python_version >= "3.9" and python_version < "3.12"
smmap==5.0.0 ; python_version >= "3.9" and python_version < "3.12"
sqlparse==0.4.3 ; python_version >= "3.9" and python_version < "3.12"
tabulate==0.9.0 ; python_version >= "3.9" and python_version < "3.12"
typeguard==2.13.3 ; python_version >= "3.9" and python_version < "3.12"
typing-extensions==4.4.0 ; python_version >= "3.9" and python_version < "3.12"
urllib3==1.26.12 ; python_version >= "3.9" and python_version < "3.12"
zipp==3.9.0 ; python_version >= "3.9" and python_version < "3.12"