AWS EC2 Capacity Blocks and SageMaker Training Plans Finder

🔎 A Streamlit app for exploring available AWS EC2 Capacity Blocks and SageMaker Training Plans across regions and instance types.

Very Quick Start

This is a single-file Streamlit app. Download app.py and run:

   streamlit run app.py

Make sure you have:

• Python Dependencies (listed in requirements.txt): streamlit, boto3, pandas
• AWS IAM permissions: ec2:DescribeCapacityBlockOfferings, sagemaker:SearchTrainingPlanOfferings

Quick Start

1. Clone the repository

   git clone <Repo URL>
   cd <Repo folder>

2. Install dependencies

   pip install -r requirements.txt

3. Configure AWS credentials

   The app requires the following AWS IAM permissions:

   • ec2:DescribeCapacityBlockOfferings
   • sagemaker:SearchTrainingPlanOfferings

   aws configure
   
   # or set environment variables
   export AWS_ACCESS_KEY_ID=your_key
   export AWS_SECRET_ACCESS_KEY=your_secret

4. Run the application

   streamlit run app.py

Additional

• (Optional) Create and activate a virtual environment:

python -m venv venv
source venv/bin/activate

• Example of a minimal IAM policy:

{
  "Version": "2012-10-17",
  "Statement": [
    {
      "Effect": "Allow",
      "Action": [
        "ec2:DescribeCapacityBlockOfferings",
        "sagemaker:SearchTrainingPlanOfferings"
      ],
      "Resource": "*"
    }
  ]
}

License

This project is licensed under the MIT License.