$ -weight: 500;">docker run -p 4566:4566 nahuelnucera/ministack -weight: 500;">docker run -p 4566:4566 nahuelnucera/ministack -weight: 500;">docker run -p 4566:4566 nahuelnucera/ministack import boto3 s3 = boto3.client("s3", endpoint_url="http://localhost:4566", aws_access_key_id="test", aws_secret_access_key="test", region_name="us-east-1", ) s3.create_bucket(Bucket="my-bucket") s3.put_object(Bucket="my-bucket", Key="hello.txt", Body=b"Hello, local AWS!") import boto3 s3 = boto3.client("s3", endpoint_url="http://localhost:4566", aws_access_key_id="test", aws_secret_access_key="test", region_name="us-east-1", ) s3.create_bucket(Bucket="my-bucket") s3.put_object(Bucket="my-bucket", Key="hello.txt", Body=b"Hello, local AWS!") import boto3 s3 = boto3.client("s3", endpoint_url="http://localhost:4566", aws_access_key_id="test", aws_secret_access_key="test", region_name="us-east-1", ) s3.create_bucket(Bucket="my-bucket") s3.put_object(Bucket="my-bucket", Key="hello.txt", Body=b"Hello, local AWS!") ddb = boto3.client("dynamodb", endpoint_url="http://localhost:4566", aws_access_key_id="test", aws_secret_access_key="test", region_name="us-east-1") ddb.create_table( TableName="users", KeySchema=[{"AttributeName": "userId", "KeyType": "HASH"}], AttributeDefinitions=[{"AttributeName": "userId", "AttributeType": "S"}], BillingMode="PAY_PER_REQUEST", ) ddb.put_item(TableName="users", Item={ "userId": {"S": "user-001"}, "name": {"S": "Alice"}, }) ddb = boto3.client("dynamodb", endpoint_url="http://localhost:4566", aws_access_key_id="test", aws_secret_access_key="test", region_name="us-east-1") ddb.create_table( TableName="users", KeySchema=[{"AttributeName": "userId", "KeyType": "HASH"}], AttributeDefinitions=[{"AttributeName": "userId", "AttributeType": "S"}], BillingMode="PAY_PER_REQUEST", ) ddb.put_item(TableName="users", Item={ "userId": {"S": "user-001"}, "name": {"S": "Alice"}, }) ddb = boto3.client("dynamodb", endpoint_url="http://localhost:4566", aws_access_key_id="test", aws_secret_access_key="test", region_name="us-east-1") ddb.create_table( TableName="users", KeySchema=[{"AttributeName": "userId", "KeyType": "HASH"}], AttributeDefinitions=[{"AttributeName": "userId", "AttributeType": "S"}], BillingMode="PAY_PER_REQUEST", ) ddb.put_item(TableName="users", Item={ "userId": {"S": "user-001"}, "name": {"S": "Alice"}, }) sqs = boto3.client("sqs", endpoint_url="http://localhost:4566", aws_access_key_id="test", aws_secret_access_key="test", region_name="us-east-1") queue = sqs.create_queue(QueueName="my-queue") sqs.send_message(QueueUrl=queue["QueueUrl"], MessageBody="Hello from SQS!") msgs = sqs.receive_message(QueueUrl=queue["QueueUrl"]) print(msgs["Messages"][0]["Body"]) # Hello from SQS! sqs = boto3.client("sqs", endpoint_url="http://localhost:4566", aws_access_key_id="test", aws_secret_access_key="test", region_name="us-east-1") queue = sqs.create_queue(QueueName="my-queue") sqs.send_message(QueueUrl=queue["QueueUrl"], MessageBody="Hello from SQS!") msgs = sqs.receive_message(QueueUrl=queue["QueueUrl"]) print(msgs["Messages"][0]["Body"]) # Hello from SQS! sqs = boto3.client("sqs", endpoint_url="http://localhost:4566", aws_access_key_id="test", aws_secret_access_key="test", region_name="us-east-1") queue = sqs.create_queue(QueueName="my-queue") sqs.send_message(QueueUrl=queue["QueueUrl"], MessageBody="Hello from SQS!") msgs = sqs.receive_message(QueueUrl=queue["QueueUrl"]) print(msgs["Messages"][0]["Body"]) # Hello from SQS! import zipfile, io # Package a function buf = io.BytesIO() with zipfile.ZipFile(buf, "w") as zf: zf.writestr("index.py", 'def handler(event, ctx): return {"message": "Hello from Lambda!"}\n') lam = boto3.client("lambda", endpoint_url="http://localhost:4566", aws_access_key_id="test", aws_secret_access_key="test", region_name="us-east-1") lam.create_function( FunctionName="my-function", Runtime="python3.12", Handler="index.handler", Role="arn:aws:iam::000000000000:role/fake-role", Code={"ZipFile": buf.getvalue()}, ) resp = lam.invoke(FunctionName="my-function") print(resp["Payload"].read()) # {"message": "Hello from Lambda!"} import zipfile, io # Package a function buf = io.BytesIO() with zipfile.ZipFile(buf, "w") as zf: zf.writestr("index.py", 'def handler(event, ctx): return {"message": "Hello from Lambda!"}\n') lam = boto3.client("lambda", endpoint_url="http://localhost:4566", aws_access_key_id="test", aws_secret_access_key="test", region_name="us-east-1") lam.create_function( FunctionName="my-function", Runtime="python3.12", Handler="index.handler", Role="arn:aws:iam::000000000000:role/fake-role", Code={"ZipFile": buf.getvalue()}, ) resp = lam.invoke(FunctionName="my-function") print(resp["Payload"].read()) # {"message": "Hello from Lambda!"} import zipfile, io # Package a function buf = io.BytesIO() with zipfile.ZipFile(buf, "w") as zf: zf.writestr("index.py", 'def handler(event, ctx): return {"message": "Hello from Lambda!"}\n') lam = boto3.client("lambda", endpoint_url="http://localhost:4566", aws_access_key_id="test", aws_secret_access_key="test", region_name="us-east-1") lam.create_function( FunctionName="my-function", Runtime="python3.12", Handler="index.handler", Role="arn:aws:iam::000000000000:role/fake-role", Code={"ZipFile": buf.getvalue()}, ) resp = lam.invoke(FunctionName="my-function") print(resp["Payload"].read()) # {"message": "Hello from Lambda!"} -weight: 500;">docker run -p 4566:4566 nahuelnucera/ministack -weight: 500;">docker run -p 4566:4566 nahuelnucera/ministack -weight: 500;">docker run -p 4566:4566 nahuelnucera/ministack - "I don't want to create resources in a real AWS account just to test" - "My CI pipeline needs AWS but I don't want to pay for it" - "I accidentally left a DynamoDB table running and got billed" - No AWS account needed — test on day one - No cost — run thousands of operations for free - No cleanup — -weight: 500;">stop the container, everything's gone - CI/CD ready — same Docker image in GitHub Actions, GitLab CI, Jenkins - Terraform compatible — point your provider at localhost:4566