Deploy with cdk deploy . 10.1 S3 upload with metadata s3.upload_file( "local.csv", "my-bucket", "data/upload.csv", ExtraArgs="Metadata": "source": "script" ) 10.2 DynamoDB batch write table = boto3.resource("dynamodb").Table("Users") with table.batch_writer() as batch: for user in users: batch.put_item(Item=user) 10.3 EC2 start/stop by tag ec2 = boto3.resource("ec2") instances = ec2.instances.filter( Filters=["Name": "tag:Environment", "Values": ["dev"]] ) for instance in instances: instance.stop() 11. Packaging & Dependencies for AWS 11.1 Lambda layers pip install requests -t python/ zip -r requests_layer.zip python/ Upload to Lambda as a layer. 11.2 Pure Python dependencies only Avoid native libraries ( cryptography , numpy ) unless using AWS Lambda Python 3.12 with arm64 or container images. 11.3 AWS SAM / CloudFormation Define a requirements.txt in your Lambda project:
CloudWatch Logs automatically collect print() and logging output. AWS CDK uses Python to define cloud resources. python essentials for aws cloud developers epub
from aws_cdk import Stack, aws_s3 as s3 from constructs import Construct class MyStack(Stack): def (self, scope: Construct, id: str, **kwargs): super(). init (scope, id, **kwargs) s3.Bucket(self, "MyBucket", versioned=True) Deploy with cdk deploy
ebook-convert python_aws_essentials.md python_aws_essentials.epub You’ll get a clean, reflowable EPUB ready for e-readers or documentation portals. from aws_cdk import Stack, aws_s3 as s3 from