00\_DockerSetup
================

## Docker Setup

# From: <https://github.com/aws-samples/sagemaker-studio-image-build-cli>

## Trust Policy

> { “Version”: “2012-10-17”, “Statement”: \[ { “Effect”: “Allow”,
> “Principal”: { “Service”: \[ “codebuild.amazonaws.com”\] }, “Action”:
> “sts:AssumeRole” }\] }

## Permissions

> { “Version”: “2012-10-17”, “Statement”: \[ { “Effect”: “Allow”,
> “Action”: \[ “codebuild:DeleteProject”, “codebuild:CreateProject”,
> “codebuild:BatchGetBuilds”, “codebuild:StartBuild”\], “Resource”:
> “arn:aws:codebuild:*:*:project/sagemaker-studio*" }, { "Effect":
> "Allow", "Action": "logs:CreateLogStream", "Resource":
> "arn:aws:logs:*:*:log-group:/aws/codebuild/sagemaker-studio*” }, {
> “Effect”: “Allow”, “Action”: \[ “logs:GetLogEvents”,
> “logs:PutLogEvents”\], “Resource”:
> “arn:aws:logs:*:*:log-group:/aws/codebuild/sagemaker-studio*:log-stream:*”
> }, { “Effect”: “Allow”, “Action”: “logs:CreateLogGroup”, “Resource”:
> “*" }, { "Effect": "Allow", "Action": \[ "ecr:CreateRepository",
> "ecr:BatchGetImage", "ecr:CompleteLayerUpload", "ecr:DescribeImages",
> "ecr:DescribeRepositories", "ecr:UploadLayerPart", "ecr:ListImages",
> "ecr:InitiateLayerUpload", "ecr:BatchCheckLayerAvailability",
> "ecr:PutImage"\], "Resource":
> "arn:aws:ecr:*:*:repository/sagemaker-studio*” }, { “Effect”: “Allow”,
> “Action”: “ecr:GetAuthorizationToken”, “Resource”: “*" }, { "Effect":
> "Allow", "Action": \[ "s3:GetObject", "s3:DeleteObject",
> "s3:PutObject"\], "Resource": "arn:aws:s3:::sagemaker-*/*" }, {
> "Effect": "Allow", "Action": \[ "s3:CreateBucket"\], "Resource":
> "arn:aws:s3:::sagemaker*” }, { “Effect”: “Allow”, “Action”: \[
> “iam:GetRole”, “iam:ListRoles”\], “Resource”: "\*" }, { “Effect”:
> “Allow”, “Action”: “iam:PassRole”, “Resource”:
> “arn:aws:iam::*:role/*”, “Condition”: { “StringLikeIfExists”: {
> “iam:PassedToService”: “codebuild.amazonaws.com” } } }\] }

## Install Studio Docker CLI

``` bash
pip install sagemaker-studio-image-build
```

## Build Processing Container

``` bash
/home/sagemaker-user/.local/bin/sm-docker build . --file ./docker/Dockerfile-Processing --repository sagemaker-r-processing:1.0
```

## Build Training Container

``` bash
/home/sagemaker-user/.local/bin/sm-docker build . --file ./docker/Dockerfile-Training --repository sagemaker-r-training:1.0
```

## Build Inference Container

``` bash
/home/sagemaker-user/.local/bin/sm-docker build . --file ./docker/Dockerfile-Inference --repository sagemaker-r-inference:1.0
```