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Revision 23 as of 2026-01-31 14:38:49
  • AWS
  • LocalStack

Contents

  1. Localstack
    1. AWS cli environments variables
    2. Localstack in Debian
    3. Python lambda and s3
    4. Access localstack from docker container
    5. Java8 lambda handler
    6. SPA app + API gateway + lambda function

Localstack

https://github.com/localstack/localstack

LocalStack is a cloud service emulator that runs in a single container on your laptop or in your CI environment. With LocalStack, you can run your AWS applications or Lambdas entirely on your local machine without connecting to a remote cloud provider

AWS cli environments variables

  • AWS_ACCESS_KEY_ID
  • AWS_SECRET_ACCESS_KEY
  • AWS_SESSION_TOKEN
  • AWS_DEFAULT_REGION

Localstack in Debian

   1 docker run --rm -it -p 127.0.0.1:4566:4566 -p 127.0.0.1:4510-4559:4510-4559 \
   2   -v /var/run/docker.sock:/var/run/docker.sock --name localstack localstack/localstack
   3 
   4 # LocalStack version: 4.13.1.dev6
   5 sudo apt install jq 
   6 curl http://localhost:4566/_localstack/health | jq .
   7 
   8 # https://aws.amazon.com/cli/
   9 cd ~/Downloads
  10 curl "https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip" -o "awscliv2.zip"
  11 unzip awscliv2.zip
  12 sudo ./aws/install
  13 /usr/local/bin/aws --version
  14 # aws-cli/2.33.12 Python/3.13.11 Linux/6.1.0-42-amd64 exe/x86_64.debian.12
  15 
  16 export AWS_ACCESS_KEY_ID="test"
  17 export AWS_SECRET_ACCESS_KEY="test"
  18 export AWS_DEFAULT_REGION="us-east-1"
  19 export AWS_ENDPOINT_URL="http://localhost:4566/"
  20 aws s3 ls 
  21 aws s3api create-bucket --bucket my-bucket 
  22 # https://docs.aws.amazon.com/cli/latest/reference/s3api/
  23 echo "test" > test.txt
  24 aws s3api put-object --bucket my-bucket --key dir-1/test.txt --body test.txt 
  25 aws s3api get-object --bucket my-bucket --key dir-1/test.txt test2.txt 
  26 cat test2.txt 

Python lambda and s3

run.sh

   1 export AWS_ACCESS_KEY_ID="test"
   2 export AWS_SECRET_ACCESS_KEY="test"
   3 export AWS_DEFAULT_REGION="us-east-1"
   4 export AWS_ENDPOINT_URL="http://localhost:4566/"
   5 
   6 zip py-my-function.zip lambda_function.py
   7 aws lambda delete-function --function-name py-my-function
   8 aws lambda create-function --function-name py-my-function \
   9   --zip-file fileb://py-my-function.zip --handler lambda_function.lambda_handler  \
  10   --runtime python3.13 --role arn:aws:iam::000000000000:role/lambda-ex \
  11   --timeout 30
  12 PAYLOAD=$( echo "{ \"first_name\": \"Bob\",\"last_name\":\"Squarepants\" }"  | base64 )
  13 aws lambda invoke --function-name py-my-function \
  14   --payload $PAYLOAD \
  15   response.json 
  16 cat response.json
  17 
  18 aws s3api get-object --bucket examplebucket --key  examplebucket/response.txt r.txt

lambda_function.py

   1 import boto3
   2 import os
   3 
   4 def lambda_handler(event, context):
   5     message = 'Hello {} {}!'.format(event['first_name'], event['last_name'])
   6     session = boto3.session.Session()
   7     s3 = session.client( service_name='s3' )
   8 
   9     buckets=[]
  10     for bucket in s3.list_buckets()['Buckets']:
  11         buckets.append(bucket['Name'])
  12 
  13     response = s3.create_bucket(Bucket='examplebucket')
  14 
  15     body = {
  16         'message' : message,
  17         'buckets' : buckets,
  18         'AWS_ACCESS_KEY_ID' : os.environ["AWS_ACCESS_KEY_ID"],
  19         'AWS_SECRET_ACCESS_KEY' : os.environ["AWS_SECRET_ACCESS_KEY"],
  20         'AWS_DEFAULT_REGION' : os.environ["AWS_DEFAULT_REGION"],
  21         'AWS_ENDPOINT_URL': os.environ['AWS_ENDPOINT_URL']
  22     }
  23 
  24     s3.put_object(Body=str(body), Bucket='examplebucket', Key='examplebucket/response.txt')
  25     return body

Access localstack from docker container

   1 docker run -d --name localstack --rm -it -p 4566:4566 -p 4571:4571 localstack/localstack # run container
   2 docker exec -it localstack bash # connect to container
   3 cat /etc/os-release | grep -i pretty
   4 # PRETTY_NAME="Debian GNU/Linux 13 (trixie)"
   5 
   6 curl http://localhost:4566/_localstack/health
   7 awslocal s3api list-buckets
   8 awslocal s3api create-bucket --bucket my-bucket
   9 echo "test" > test.txt
  10 awslocal s3api put-object --bucket my-bucket --key dir-1/test.txt --body test.txt
  11 awslocal s3api get-object --bucket my-bucket --key dir-1/test.txt test2.txt
  12 cat test2.txt 
  13 apt install nano vim yajl-tools -y
  14 # https://hub.docker.com/r/localstack/localstack
  15 # https://github.com/localstack/localstack
  16 node -v 
  17 # v22.22.0
  18 python -V 
  19 # Python 3.13.11
  20 pip3 freeze
  21 curl http://localhost:4566/_localstack/health | json_reformat
  22 awslocal ec2 run-instances --image-id prod-df2jln3gjtwps --count 1 --instance-type t2.micro
  23 awslocal ec2 describe-instances --filters "Name=instance-type,Values=t2.micro" --query "Reservations[].Instances[].InstanceId"
  24 awslocal ec2 describe-instances

Java8 lambda handler

Steps

   1 mkdir -p ~/Documents/Java8LambdaHandler
   2 cd ~/Documents/Java8LambdaHandler
   3 mkdir -p src/main/java/com/mooo/bitarus/

build.sh

   1 FUNCTION_NAME=lambda-function
   2 aws lambda delete-function --function-name $FUNCTION_NAME
   3 sleep 5
   4 mvn clean install
   5 sleep 5
   6 aws lambda create-function --function-name $FUNCTION_NAME \
   7   --zip-file fileb://target/lambda-function-1.0-SNAPSHOT.jar \
   8   --handler com.mooo.bitarus.Handler --runtime java8 \
   9   --role arn:aws:iam::000000000000:role/lambda-ex --timeout 30
  10 #awslocal lambda update-function-configuration --function-name $FUNCTION_NAME \
  11 #  --timeout 15
  12 sleep 15

latest_log.sh

   1 LOG_GROUP="/aws/lambda/lambda-function"
   2 LOG_STREAM=$(aws logs describe-log-streams \
   3   --log-group-name $LOG_GROUP \
   4   --order-by LastEventTime --descending | \
   5   grep logStreamName | head -1 | awk '//{print $2}' | sed "s/,//g" | sed 's/\"//g' )
   6 echo $LOG_GROUP
   7 echo $LOG_STREAM
   8 aws logs get-log-events --log-group-name $LOG_GROUP \
   9   --log-stream-name "$LOG_STREAM" \
  10   | grep message | sed 's/"message"\://g' | sed 's/             //g'

pom.xml

   1 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
   2   xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
   3   <modelVersion>4.0.0</modelVersion>
   4   <groupId>com.mooo.bitarus</groupId>
   5   <artifactId>lambda-function</artifactId>
   6   <packaging>jar</packaging>
   7   <version>1.0-SNAPSHOT</version>
   8   <name>lambda-function</name>
   9   <properties>
  10     <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
  11     <maven.compiler.source>1.8</maven.compiler.source>
  12     <maven.compiler.target>1.8</maven.compiler.target>
  13   </properties>
  14   <dependencies>
  15     <dependency>
  16       <groupId>com.amazonaws</groupId>
  17       <artifactId>aws-lambda-java-core</artifactId>
  18       <version>1.3.0</version>
  19     </dependency>
  20     <dependency>
  21       <groupId>com.google.code.gson</groupId>
  22       <artifactId>gson</artifactId>
  23       <version>2.10.1</version>
  24     </dependency>
  25   </dependencies>
  26   <build>
  27     <plugins>
  28       <plugin>
  29         <artifactId>maven-surefire-plugin</artifactId>
  30         <version>2.22.2</version>
  31       </plugin>
  32       <plugin>
  33         <groupId>org.apache.maven.plugins</groupId>
  34         <artifactId>maven-shade-plugin</artifactId>
  35         <version>3.2.2</version>
  36         <configuration>
  37           <createDependencyReducedPom>false</createDependencyReducedPom>
  38         </configuration>
  39         <executions>
  40           <execution>
  41             <phase>package</phase>
  42             <goals>
  43               <goal>shade</goal>
  44             </goals>
  45           </execution>
  46         </executions>
  47       </plugin>
  48       <plugin>
  49         <groupId>org.apache.maven.plugins</groupId>
  50         <artifactId>maven-compiler-plugin</artifactId>
  51         <version>3.8.1</version>
  52         <configuration>
  53            <source>1.8</source>
  54            <target>1.8</target>
  55         </configuration>
  56       </plugin>
  57     </plugins>
  58   </build>
  59 </project>

run.sh

   1 PAYLOAD=$( echo "{\"first_name\": \"Bob\",\"last_name\":\"Marley\"}"  | base64 )
   2 #aws lambda wait function-active-v2 --function-name lambda-function
   3 aws lambda invoke --function-name lambda-function \
   4   --payload $PAYLOAD response.json 
   5 cat response.json

src/main/java/com/mooo/bitarus/Handler.java

   1 package com.mooo.bitarus;
   2 
   3 import com.amazonaws.services.lambda.runtime.Context;
   4 import com.amazonaws.services.lambda.runtime.RequestHandler;
   5 import com.amazonaws.services.lambda.runtime.LambdaLogger;
   6 import com.google.gson.Gson;
   7 import com.google.gson.GsonBuilder;
   8 import java.util.Map;
   9 import java.util.HashMap;
  10 
  11 public class Handler implements RequestHandler<Map<String,String>, String>{
  12   Gson gson = new GsonBuilder().setPrettyPrinting().create();
  13   @Override
  14   public String handleRequest(Map<String,String> event, Context context)
  15   {
  16     LambdaLogger logger = context.getLogger();
  17     System.out.println(">>> sout test");
  18     logger.log("Stuff logged");
  19     String response = "Java Lambda invocation response 20260131";
  20     logger.log( event.get("first_name") );
  21     logger.log("EVENT TYPE: " + event.getClass());
  22     Map<String,String> hashReturn = new java.util.HashMap<String,String>();
  23     hashReturn.put("response",response);
  24     return gson.toJson(hashReturn);
  25   }
  26 }

SPA app + API gateway + lambda function

To host a SPA (Single Page Application) in LocalStack that uses API Gateway, we must simulate the AWS environment where Amazon S3 acts as a static file web server and API Gateway acts as the backend calling lambda functions.

Localstack complete flow:

  • The user goes to S3 URL in the browser
  • The browser downloads index.html and the SPA JavaScript from S3 (LocalStack).

  • The SPA makes a POST call to an API Gateway endpoint (LocalStack).

  • API Gateway triggers a Lambda Java (that makes the sent string uppercase).
  • Lambda returns a JSON and the SPA updates its screen with the JSON data
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