From af50aaf189c8ec87a85062bbbd0b26e125036704 Mon Sep 17 00:00:00 2001 From: Sannya Singal <32308435+sannya-singal@users.noreply.github.com> Date: Tue, 25 Jul 2023 13:49:54 +0530 Subject: [PATCH] configure sample to work with LocalStack (#16) * changes to make the sample run against LS * modify proxy yaml files for load testing * change the database used from mysql to postgres * remove connection print statement * create iam user for postgres * add makefile * add the deployment script * install artillery package * update README * update README with PostgreSQL * update readme file with yq and jg * add contributing section * update the architecture image * add github actions * update job name * update actions with jq and yq * uncomment start localstack gh action * uncomment start localstack gh action (#4) * update jq and yq in gh actions * Update jq and yq setup in gh actions (#5) * install requirements.txt dependencies * add requirements.txt file * update gitignore * update README * add services being used in README * add github actions to readme * Remove print statements from app file * Remove extra space from create-user script * remove print statements from rds app file * add static db name * Update CONTRIBUTING.md * update LICENSE and README * update README * update License * improve the README --------- Co-authored-by: Anca G <49899593+tinyg210@users.noreply.github.com> Co-authored-by: HarshCasper --- .github/workflows/main.yml | 105 ++++++++++++++++++++++++++++ .gitignore | 2 + CONTRIBUTING.md | 20 ++---- LICENSE | 16 +++++ Makefile | 39 +++++++++++ README.md | 139 ++++++++++++++++++++----------------- create-user.py | 41 +++++++++++ deploy.sh | 53 ++++++++++++++ images/architecture.png | Bin 43248 -> 323364 bytes images/metrics.png | Bin 41171 -> 0 bytes load-no-proxy.yml | 9 ++- load-proxy.yml | 9 ++- rds-with-proxy.yaml | 26 ++++--- rds/app.py | 31 ++++----- rds/requirements.txt | 3 +- rdsproxy/app.py | 29 ++++---- rdsproxy/requirements.txt | 2 +- requirements.txt | 1 + template.yaml | 4 +- 19 files changed, 397 insertions(+), 132 deletions(-) create mode 100644 .github/workflows/main.yml create mode 100644 Makefile create mode 100644 create-user.py create mode 100755 deploy.sh delete mode 100644 images/metrics.png create mode 100644 requirements.txt diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml new file mode 100644 index 0000000..0b26a99 --- /dev/null +++ b/.github/workflows/main.yml @@ -0,0 +1,105 @@ +name: Create Infra on LocalStack + +on: + push: + paths-ignore: + - 'README.md' + branches: + - main + pull_request: + branches: + - main + schedule: + # β€œAt 00:00 on Sunday.” + - cron: "0 0 * * 0" + workflow_dispatch: + +jobs: + serverless: + name: Setup infrastructure using Serverless Framework + runs-on: ubuntu-latest + steps: + - name: Checkout + uses: actions/checkout@v3 + + - name: Setup Python + uses: actions/setup-python@v4 + with: + python-version: '3.9' + + - name: Setup Nodejs + uses: actions/setup-node@v3 + with: + node-version: 16 + + - name: Setup SAM + uses: aws-actions/setup-sam@v2 + with: + use-installer: true + + - name: Setup SAM-Local + run: | + pip install aws-sam-cli-local + samlocal --help + + - name: Install yq + run: | + sudo add-apt-repository ppa:rmescandon/yq + sudo apt update + sudo apt install yq -y + + - name: Install jq + run: | + sudo apt-get update + sudo apt-get install jq -y + + - name: Install dependencies + run: | + make install + + - name: Start LocalStack + env: + LOCALSTACK_API_KEY: ${{ secrets.LOCALSTACK_API_KEY }} + DNS_ADDRESS: 0 + run: | + docker pull localstack/localstack-pro:latest + # Start LocalStack in the background + LS_LOG=trace localstack start -d + # Wait 30 seconds for the LocalStack container to become ready before timing out + echo "Waiting for LocalStack startup..." + localstack wait -t 15 + echo "Startup complete" + + - name: Deploy the application + run: | + make deploy + + - name: Check deployed resources + run: | + sleep 20 + samlocal list stack-outputs --stack-name sam-app --region us-east-1 --output json + + - name: Send a Slack notification + if: failure() || github.event_name != 'pull_request' + uses: ravsamhq/notify-slack-action@v2 + with: + status: ${{ job.status }} + token: ${{ secrets.GITHUB_TOKEN }} + notification_title: "{workflow} has {status_message}" + message_format: "{emoji} *{workflow}* {status_message} in <{repo_url}|{repo}>" + footer: "Linked Repo <{repo_url}|{repo}> | <{run_url}|View Workflow run>" + notify_when: "failure" + env: + SLACK_WEBHOOK_URL: ${{ secrets.SLACK_WEBHOOK_URL }} + + - name: Generate a Diagnostic Report + if: failure() + run: | + curl -s localhost:4566/_localstack/diagnose | gzip -cf > diagnose.json.gz + + - name: Upload the Diagnostic Report + if: failure() + uses: actions/upload-artifact@v3 + with: + name: diagnose.json.gz + path: ./diagnose.json.gz diff --git a/.gitignore b/.gitignore index 4b38e79..df20a83 100644 --- a/.gitignore +++ b/.gitignore @@ -246,3 +246,5 @@ $RECYCLE.BIN/ /.idea/ /samconfig.toml /samconfig-rds.toml +/output-app.json +/output-infra.json diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index c4b6a1c..d2d9f94 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -11,7 +11,7 @@ information to effectively respond to your bug report or contribution. We welcome you to use the GitHub issue tracker to report bugs or suggest features. -When filing an issue, please check existing open, or recently closed, issues to make sure somebody else hasn't already +When filing an issue, please check existing open or recently closed issues to make sure somebody else hasn't already reported the issue. Please try to include as much information as you can. Details like these are incredibly useful: * A reproducible test case or series of steps @@ -21,11 +21,11 @@ reported the issue. Please try to include as much information as you can. Detail ## Contributing via Pull Requests -Contributions via pull requests are much appreciated. Before sending us a pull request, please ensure that: +Contributions via pull requests are much appreciated. Before sending us a pull request, please ensure the following: 1. You are working against the latest source on the *main* branch. -2. You check existing open, and recently merged, pull requests to make sure someone else hasn't addressed the problem already. -3. You open an issue to discuss any significant work - we would hate for your time to be wasted. +2. You check existing open and recently merged pull requests to make sure someone else hasn't addressed the problem already. +3. You open an issue to discuss any significant work - we would hate to waste your time. To send us a pull request, please: @@ -36,7 +36,7 @@ To send us a pull request, please: 5. Send us a pull request, answering any default questions in the pull request interface. 6. Pay attention to any automated CI failures reported in the pull request, and stay involved in the conversation. -GitHub provides additional document on [forking a repository](https://help.github.com/articles/fork-a-repo/) and +GitHub provides additional documents on [forking a repository](https://help.github.com/articles/fork-a-repo/) and [creating a pull request](https://help.github.com/articles/creating-a-pull-request/). @@ -45,15 +45,9 @@ Looking at the existing issues is a great way to find something to contribute on ## Code of Conduct -This project has adopted the [Amazon Open Source Code of Conduct](https://aws.github.io/code-of-conduct). -For more information see the [Code of Conduct FAQ](https://aws.github.io/code-of-conduct-faq) or contact -opensource-codeofconduct@amazon.com with any additional questions or comments. - - -## Security issue notifications -If you discover a potential security issue in this project we ask that you notify AWS/Amazon Security via our [vulnerability reporting page](http://aws.amazon.com/security/vulnerability-reporting/). Please do **not** create a public github issue. +Please review the adopted [code of conduct](CODE_OF_CONDUCT.md) and make sure you follow the guidelines. ## Licensing -See the [LICENSE](LICENSE) file for our project's licensing. We will ask you to confirm the licensing of your contribution. +See the [LICENSE](LICENSE) file for our project's licensing. By contributing, you agree that your contributions will be licensed under the existing license. diff --git a/LICENSE b/LICENSE index 1bb4f21..a535d4d 100644 --- a/LICENSE +++ b/LICENSE @@ -1,3 +1,5 @@ +MIT License + Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. Permission is hereby granted, free of charge, to any person obtaining a copy of @@ -13,3 +15,17 @@ COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +Copyright 2023 LocalStack. All Rights Reserved. + +Permission is hereby granted, free of charge, to any person obtaining a copy of +this software and associated documentation files (the "Software"), to deal in +the Software without restriction, including without limitation the rights to +use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of +the Software, and to permit persons to whom the Software is furnished to do so. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS +FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR +COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER +IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN +CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. diff --git a/Makefile b/Makefile new file mode 100644 index 0000000..d73b83b --- /dev/null +++ b/Makefile @@ -0,0 +1,39 @@ +export AWS_ACCESS_KEY_ID ?= test +export AWS_SECRET_ACCESS_KEY ?= test +export AWS_DEFAULT_REGION=us-east-1 +SHELL := /bin/bash + +## Show this help +usage: + @fgrep -h "##" $(MAKEFILE_LIST) | fgrep -v fgrep | sed -e 's/\\$$//' | sed -e 's/##//' + +## Install dependencies +install: + @which localstack || pip install localstack + @which samlocal || pip install aws-sam-cli-local + @which artillery || npm install -g artillery@latest + pip install -r requirements.txt + +## Deploy the RDS Serverless Application to LocalStack +deploy: + bash deploy.sh + +## Start LocalStack in detached mode +start: + localstack start -d + +## Stop the Running LocalStack container +stop: + @echo + localstack stop + +## Make sure the LocalStack container is up +ready: + @echo Waiting on the LocalStack container... + @localstack wait -t 30 && echo LocalStack is ready to use! || (echo Gave up waiting on LocalStack, exiting. && exit 1) + +## Save the logs in a separate file, since the LS container will only contain the logs of the last sample run. +logs: + @localstack logs > logs.txt + +.PHONY: usage install deploy start stop ready logs diff --git a/README.md b/README.md index 3937b44..4996c8e 100644 --- a/README.md +++ b/README.md @@ -1,105 +1,120 @@ -# serverless-rds-proxy-demo +# Serverless RDS Proxy with API Gateway, Lambda, and Aurora -This project demos benefits of using RDS proxy with serverless workload which depends on relational database like RDS Aurora. -Project shows end to end automated setup of RDS Aurora(Mysql) with RDS proxy. Basic serverless architecture is set up -using API gateway HTTP API and Lambda Functions. +| Key | Value | +| ------------ | -------------------------------------------------------------------- | +| Environment | | +| Services | API gateway, RDS Proxy, Lambda, Aurora | +| Integrations | Serverless Framework, SAM, AWS SDK, Cloudformation | +| Categories | Serverless, Lambda Functions, Load Testing | +| Level | Intermediate | +| Github | [Repository link](https://github.com/localstack/sample-serverless-rds-proxy-demo) | -Project sets up two endpoints with HTTP API, one which talks directly to RDS Aurora cluster and the other which talks -via RDS Proxy. It provides load testing setup to measure the benefits of using RDS proxy in terms of connection pooling -and elasticity. +# Introduction -This project assumes you already have RDS Aurora Mysql cluster up and running. An RDS proxy instance -is also setup with force IAM authentication enabled. You can choose to create rds cluster with proxy following -steps [below](#deploy-rds-aurora-cluster-with-rds-proxy) to have aurora cluster and -RDS proxy setup. +This project demonstrates the advantages of using RDS Proxy in a serverless environment, particularly when working with a relational database like RDS Aurora (PostgreSQL). The goal of this project is to showcase an end-to-end automated setup of RDS Aurora with RDS Proxy, leveraging a basic serverless architecture that includes API Gateway HTTP API and Lambda Functions. -## Architecture +The provided sample sets up two endpoints using the HTTP API β€” one that directly communicates with the RDS Aurora cluster and another that communicates via the RDS Proxy. Additionally, a load testing setup is implemented to measure the benefits of using RDS Proxy, focusing on its connection pooling and elasticity capabilities. -![img.png](images/architecture.png) +Before proceeding with this project, please ensure that you already have an operational RDS Aurora PostgreSQL cluster. Also, it's essential to have an RDS Proxy instance set up with forced IAM authentication enabled. If you don't have these components ready, you can [refer to the steps below](#deploy-rds-aurora-cluster-with-rds-proxy) to deploy the RDS Aurora cluster with the RDS Proxy. +## Architecture -## Deploy the sample application +The following diagram shows the architecture that this sample application builds and deploys: -The Serverless Application Model Command Line Interface (SAM CLI) is an extension of the AWS CLI that adds functionality for building and testing Lambda applications. -It uses Docker to run your functions in an Amazon Linux environment that matches Lambda. It can also emulate your application's build environment and API. +![Architecture diagram for Serverless RDS Proxy Demo](images/architecture.png) -To use the SAM CLI, you need the following tools. +We are using the following AWS services to build our infrastructure: -* SAM CLI - [Install the SAM CLI](https://docs.aws.amazon.com/serverless-application-model/latest/developerguide/serverless-sam-cli-install.html) -* [Python 3.9 installed](https://www.python.org/downloads/) -* Docker - [Install Docker community edition](https://hub.docker.com/search/?type=edition&offering=community) +* [Lambda](https://docs.localstack.cloud/user-guide/aws/lambda/) to create the serverless functions for `/proxy` and `/no-proxy`. +* [API Gateway](https://docs.localstack.cloud/user-guide/aws/apigateway/) to expose the Lambda functions to the user through HTTP APIs. +* [RDS](https://docs.localstack.cloud/user-guide/aws/rds/) as the central part of the sample application. +* [Serverless Framework](https://www.serverless.com/) as our Infrastructure as Code framework to deploy the infrastructure on LocalStack. -## Deploy RDS Aurora Cluster with RDS Proxy +## Prerequisites -**Note:** If you have already provisioned RDS Aurora cluster with RDS Proxy, you can skip -this step and follow [these steps](#deploy-serverless-workload-using-rds-aurora-as-backend) instead. +* LocalStack Pro with the [`localstack` CLI](https://docs.localstack.cloud/getting-started/installation/#localstack-cli). +* [Serverless Application Model](https://docs.localstack.cloud/user-guide/integrations/aws-sam/) with the [samlocal](https://github.com/localstack/aws-sam-cli-local) installed. +* [Python 3.9 installed](https://www.python.org/downloads/). +* [Node.js](https://nodejs.org/en/download) with npm package manager. +* [Artillery](https://artillery.io/docs/guides/overview/welcome.html) to generate some load towards both the apis. +* [`yq`](https://github.com/mikefarah/yq#install) and[`jq`](https://jqlang.github.io/jq/download/) for running the deployment script. -This stack will take care of provisioning RDS Aurora Mysql along with RDS proxy fronting it inside -a VPC with 3 private subnet. Required parameters needed by [next step](#deploy-serverless-workload-using-rds-aurora-as-backend) -is also provided as stack output. +Start LocalStack Pro with the `LOCALSTACK_API_KEY` pre-configured: -```bash - sam build -t rds-with-proxy.yaml --use-container - sam deploy -t rds-with-proxy.yaml --guided +```shell +export LOCALSTACK_API_KEY= +localstack start ``` -## Deploy serverless workload using RDS Aurora as backend -To build and deploy your application for the first time, run the following in your shell: -Pass required parameters during guided deploy. +> If you prefer running LocalStack in detached mode, you can add the `-d` flag to the `localstack start` command, and use Docker Desktop to view the logs. + +## Instructions + +You can build and deploy the sample application on LocalStack by running our `Makefile` commands. Run `make deploy` to create the infrastructure on LocalStack. Run `make stop` to delete the infrastructure by stopping LocalStack. + +Alternatively, here are instructions to deploy it manually step-by-step. + +### Deploy RDS Aurora Cluster with RDS Proxy + +**Note:** If you have already provisioned an RDS Aurora cluster with RDS Proxy, you can skip this step and proceed with [these steps](#deploy-serverless-workload-using-rds-aurora-as-backend) instead. + +This stack facilitates the seamless provisioning of an RDS Aurora PostgreSQL database, accompanied by an RDS Proxy to serve as its front-end. The entire setup will be securely deployed within a VPC, utilizing three private subnets. The essential parameters required for the [next step](#deploy-serverless-workload-using-rds-aurora-as-backend) are also provided as stack outputs, ensuring a smooth continuation of the deployment process. ```bash - sam build --use-container - sam deploy --guided +samlocal build -t rds-with-proxy.yaml --use-container +samlocal deploy -t rds-with-proxy.yaml --guided ``` +### Deploy serverless workload using RDS Aurora as backend +To initiate the initial build and deployment of your application, execute the following command in your shell: -## Load testing +```bash +samlocal build --use-container +samlocal deploy --guided +``` -### Installing artillery +### Create a user with `rds_iam` role -We will use [artillery](https://artillery.io/docs/guides/overview/welcome.html) to generate some load towards both the apis. -Install Artillery via npm: +To create a user with no password and grant them the `rds_iam` role, use the following command: +```bash +python create-user.py ``` - npm install -g artillery@latest -``` + +## Load testing ### Checking your installation -If you used npm to install Artillery globally, run the following command in your preferred command line interface: +If you have installed Artillery globally using `npm`, run the following command in your preferred command-line interface: -``` - artillery dino +```bash +artillery dino ``` -You should see an ASCII dinosaur printed to the terminal. Something like this: +Upon execution, an ASCII dinosaur will be printed to the terminal. It should look something like this: -![img.png](images/artillery.png) +![Artillery's ASCII dinosaur](images/artillery.png) -### Testing +### Testing the application -Before starting load testing, make sure `target` in files `load-no-proxy.yml` and `load-proxy.yml` is update with the -created HTTP API endpoint. The endpoint is also provided as stack output `ApiBasePath` when -executing [above steps](#deploy-serverless-workload-using-rds-aurora-as-backend). You can generate load on both the APIs via: +Before proceeding with load testing, it is essential to update the `target` attribute in the files `load-no-proxy.yml` and `load-proxy.yml` with the HTTP API endpoint you have created. You can find the endpoint as the stack output under `ApiBasePath` after executing the [above steps](#deploy-serverless-workload-using-rds-aurora-as-backend). -``` - artillery run load-no-proxy.yml -``` +Once the target endpoint is appropriately set, you can generate load on both APIs using the following command: -``` - artillery run load-proxy.yml +```bash +artillery run load-no-proxy.yml ``` -For a sample load which ran 300 seconds with arrival rate for users at 100, i.e. 30000 request over 5 minutes, below is -comparison of number of database connection used when connecting via RDS proxy vs directly to RDS Aurora cluster endpoint. +```bash +artillery run load-proxy.yml +``` -![img.png](images/metrics.png) - +### GitHub Actions -## Security +This application sample hosts an example GitHub Action workflow that starts up LocalStack, builds the Lambda functions, and deploys the infrastructure on the runner. You can find the workflow in the `.github/workflows/main.yml` file. To run the workflow, you can fork this repository and push a commit to the `main` branch. -See [CONTRIBUTING](CONTRIBUTING.md#security-issue-notifications) for more information. +Users can adapt this example workflow to run in their own CI environment. LocalStack supports various CI environments, including GitHub Actions, CircleCI, Jenkins, Travis CI, and more. You can find more information about the CI integration in the [LocalStack documentation](https://docs.localstack.cloud/user-guide/ci/). -## License +## Contributing -This library is licensed under the MIT-0 License. See the LICENSE file. \ No newline at end of file +We appreciate your interest in contributing to our project and are always looking for new ways to improve the developer experience. We welcome feedback, bug reports, and even feature ideas from the community. Please refer to the [contributing file](https://github.com/localstack/sample-serverless-rds-proxy-demo/blob/main/CONTRIBUTING.md) for more details on how to get started. diff --git a/create-user.py b/create-user.py new file mode 100644 index 0000000..a0273d7 --- /dev/null +++ b/create-user.py @@ -0,0 +1,41 @@ +import json +import boto3 +from os import environ + +import psycopg2 + + +localstackHost = "http://localhost:4566" +client = boto3.client('rds', endpoint_url=localstackHost) +sm = boto3.client('secretsmanager', endpoint_url=localstackHost) + +def db_ops(): + secret_arn = sm.list_secrets()["SecretList"][0]["ARN"] + secret = sm.get_secret_value(SecretId=secret_arn) + username = json.loads(secret["SecretString"]).get('username') + password = json.loads(secret["SecretString"]).get('password') + + try: + connection = psycopg2.connect( + host="localhost", + database="mylab", + user=username, + password=password, + port=4510, + ) + + except psycopg2.Error as e: + return e + + return connection + + +conn = db_ops() +cursor = conn.cursor() +query = "create user test_iam_user with login" +cursor.execute(query) +conn.commit() +query = "grant rds_iam to test_iam_user" +cursor.execute(query) +conn.commit() + diff --git a/deploy.sh b/deploy.sh new file mode 100755 index 0000000..579836e --- /dev/null +++ b/deploy.sh @@ -0,0 +1,53 @@ +samlocal deploy -t rds-with-proxy.yaml\ + --stack-name sam-infra \ + --region us-east-1 \ + --capabilities CAPABILITY_IAM \ + --no-fail-on-empty-changeset \ + --no-confirm-changeset + +samlocal list stack-outputs \ + --stack-name sam-infra \ + --region us-east-1 \ + --output json > output-infra.json + +vpc_id=$(jq -r '.[] | select(.OutputKey=="vpcId") | .OutputValue' output-infra.json) +subnet_ids=$(jq -r '.[] | select(.OutputKey=="subnetIds") | .OutputValue' output-infra.json) +cluster_endpoint=$(jq -r '.[] | select(.OutputKey=="clusterEndpoint") | .OutputValue' output-infra.json) +rds_proxy_endpoint=$(jq -r '.[] | select(.OutputKey=="rdsProxyEndpoint") | .OutputValue' output-infra.json) +db_proxy_resource_id=$(jq -r '.[] | select(.OutputKey=="dbProxyResourceId") | .OutputValue' output-infra.json) +database_port=$(jq -r '.[] | select(.OutputKey=="databasePort") | .OutputValue' output-infra.json) +secret_arn=$(jq -r '.[] | select(.OutputKey=="secretArn") | .OutputValue' output-infra.json) +lambda_sg_group_id=$(jq -r '.[] | select(.OutputKey=="lambdaSgGroupId") | .OutputValue' output-infra.json) + +samlocal build --use-container +samlocal deploy \ + --stack-name sam-app \ + --region us-east-1 \ + --capabilities CAPABILITY_IAM \ + --no-fail-on-empty-changeset \ + --no-confirm-changeset \ + --resolve-s3 \ + --parameter-overrides \ + Vpc=$vpc_id \ + Subnets=$subnet_ids \ + RdsEndpoint=$cluster_endpoint \ + RdsProxyEndpoint=$rds_proxy_endpoint \ + ProxyResourceId=$db_proxy_resource_id \ + Port=$database_port \ + SecretArn=$secret_arn \ + CreateFunctionSecurityGroup=True \ + LambdaSecurityGroupId=$lambda_sg_group_id + +samlocal list stack-outputs \ + --stack-name sam-app \ + --region us-east-1 \ + --output json > output-app.json + +api_base_path=$(jq -r '.[] | select(.OutputKey=="ApiBasePath") | .OutputValue' output-app.json) +api_base_path=${api_base_path%.*} +api_base_path=${api_base_path%.*} + +yq e '.config.target = "'${api_base_path}.localhost.localstack.cloud:4566'"' -i load-no-proxy.yml +yq e '.config.target = "'${api_base_path}.localhost.localstack.cloud:4566'"' -i load-proxy.yml + +python create-user.py diff --git a/images/architecture.png b/images/architecture.png index 4e529681172fa823e0c08c3ed55983bf2f2e0b4e..f8ec50cd9e63a4c11c7cf4872c8eba4d59a411e7 100644 GIT binary patch literal 323364 zcmbTeH?A~Ew=LEWAV}f?Zvq6}1|E(3BegJ7Ygt*ToQu?2%Swwb2Sd(*6QIK>&>&~Q z$gi(Ko9NT0>ZFK_h}^OE+H3Fl{ukSn{>y*%p^umA1;_#gkDzy8zz`hV?0xDR*P^u=F)quf8={zjmB+V;Ou z{%-_H=J{WFlT>RmZ2uaI9UKDZhbeE$rpW)f27wUt-yrheV9JBYzflIE!7mi~7ewIk 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