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      <title>Setting Up an Express API with TypeScript and Pre-commit Hooks Using Husky</title>
      <dc:creator>etorralba</dc:creator>
      <pubDate>Tue, 18 Jun 2024 19:27:00 +0000</pubDate>
      <link>https://dev.to/etorralbab/setting-up-an-express-api-with-typescript-and-pre-commit-hooks-using-husky-87m</link>
      <guid>https://dev.to/etorralbab/setting-up-an-express-api-with-typescript-and-pre-commit-hooks-using-husky-87m</guid>
      <description>&lt;h2&gt;
  
  
  TL;DR
&lt;/h2&gt;

&lt;p&gt;Setting up an Express API with TypeScript can greatly enhance your development experience by providing strong typing and modern JavaScript features. This post covers the initial setup of an Express server with TypeScript, integration of linting with ESLint and Prettier, and ensuring code quality with Husky pre-commit hooks. For the complete code and setup details, please visit the &lt;a href="https://github.com/etorralba/express-ts-api-boilerplate"&gt;GitHub repository&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;Today, I am configuring an Express server with TypeScript and setting up pre-commit hooks using Husky to ensure code quality. This setup will include linting and testing the code before it's committed to version control, which is crucial for maintaining code standards and reducing bugs.&lt;/p&gt;

&lt;h2&gt;
  
  
  Create an Express Project
&lt;/h2&gt;

&lt;p&gt;I'm establishing a mono repo for both the API and the client. Here’s the initial structure for the API:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;├── LICENSE
├── README.md
├── api
│   ├── eslint.config.mjs
│   ├── .eslintrc.json
│   ├── .prettierrc
│   ├── node_modules
│   ├── package-lock.json
│   ├── package.json
│   ├── src
│   └── tsconfig.json
├── node_modules
│   └── husky
├── package-lock.json
└── package.json
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Configuring Project Dependencies
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;Navigate to the API directory and initialize the Node.js project:
&lt;/li&gt;
&lt;/ol&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="nb"&gt;cd &lt;/span&gt;api/
npm init &lt;span class="nt"&gt;-y&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;ol&gt;
&lt;li&gt;Install necessary libraries including Express and TypeScript:
&lt;/li&gt;
&lt;/ol&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;npm &lt;span class="nb"&gt;install &lt;/span&gt;express
npm &lt;span class="nb"&gt;install&lt;/span&gt; &lt;span class="nt"&gt;-D&lt;/span&gt; @types/express @types/node ts-node typescript nodemon
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;ol&gt;
&lt;li&gt;Create the following configuration files:&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;tsconfig.json&lt;/strong&gt;: This file sets up TypeScript for our project.
&lt;/li&gt;
&lt;/ol&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight json"&gt;&lt;code&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"compilerOptions"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"target"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"es2018"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"module"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"commonjs"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"outDir"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"./dist"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"rootDir"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"./src"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"strict"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="kc"&gt;true&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"esModuleInterop"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="kc"&gt;true&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"skipLibCheck"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="kc"&gt;true&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"forceConsistentCasingInFileNames"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="kc"&gt;true&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"moduleResolution"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"node"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"resolveJsonModule"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="kc"&gt;true&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"noImplicitReturns"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="kc"&gt;true&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"noUnusedLocals"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="kc"&gt;true&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"noUnusedParameters"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="kc"&gt;true&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"removeComments"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="kc"&gt;true&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="p"&gt;},&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"include"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"src/**/*"&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"exclude"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"node_modules"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"**/*.spec.ts"&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;src/server.ts&lt;/strong&gt;: This is the main server file using Express.
&lt;/li&gt;
&lt;/ul&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight typescript"&gt;&lt;code&gt;&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="nx"&gt;express&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;Request&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;Response&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;express&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;app&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;express&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;PORT&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;process&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;env&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;PORT&lt;/span&gt; &lt;span class="o"&gt;||&lt;/span&gt; &lt;span class="mi"&gt;3000&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="nx"&gt;app&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;/&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;req&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;Request&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;res&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;Response&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;res&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;send&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Hello World from Express and TypeScript!&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="p"&gt;});&lt;/span&gt;

&lt;span class="nx"&gt;app&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;listen&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;PORT&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;console&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;log&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;`Server running on http://localhost:&lt;/span&gt;&lt;span class="p"&gt;${&lt;/span&gt;&lt;span class="nx"&gt;PORT&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;`&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="p"&gt;});&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;ol&gt;
&lt;li&gt;Update the &lt;code&gt;npm&lt;/code&gt; scripts for easier development and build processes:
&lt;/li&gt;
&lt;/ol&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight json"&gt;&lt;code&gt;&lt;span class="nl"&gt;"scripts"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"build"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"tsc"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"start"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"node dist/server.js"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"dev"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"nodemon --watch 'src/**/*.ts' --exec 'ts-node' src/server.ts"&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="err"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Adding Linting to the Project
&lt;/h2&gt;

&lt;p&gt;Linting helps maintain a standardized style across the project. Let's set up ESLint and Prettier:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Install ESLint:
&lt;/li&gt;
&lt;/ol&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;npm &lt;span class="nb"&gt;install&lt;/span&gt; &lt;span class="nt"&gt;-D&lt;/span&gt; eslint@8.57.0
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;ol&gt;
&lt;li&gt;Initialize ESLint and configure it:
&lt;/li&gt;
&lt;/ol&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;npx eslint &lt;span class="nt"&gt;--init&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Choose the appropriate options for Node.js environment with ES modules.&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Update &lt;code&gt;package.json&lt;/code&gt; with a lint command:
&lt;/li&gt;
&lt;/ol&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight json"&gt;&lt;code&gt;&lt;span class="nl"&gt;"scripts"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"lint"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"eslint src --fix"&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="err"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;ol&gt;
&lt;li&gt;Install Prettier and its ESLint integration:
&lt;/li&gt;
&lt;/ol&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;npm &lt;span class="nb"&gt;install&lt;/span&gt; &lt;span class="nt"&gt;-D&lt;/span&gt; prettier eslint-config-prettier eslint-plugin-prettier
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;ol&gt;
&lt;li&gt;Configure Prettier and update ESLint settings:
&lt;/li&gt;
&lt;/ol&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight json"&gt;&lt;code&gt;&lt;span class="err"&gt;//&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="err"&gt;.prettierrc&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"semi"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="kc"&gt;true&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"singleQuote"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="kc"&gt;true&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;





&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight json"&gt;&lt;code&gt;&lt;span class="err"&gt;//&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="err"&gt;.eslintrc.json&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"extends"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"plugin:prettier/recommended"&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"plugins"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"prettier"&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"rules"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"prettier/prettier"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"error"&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;ol&gt;
&lt;li&gt;Add a format script to &lt;code&gt;package.json&lt;/code&gt;:
&lt;/li&gt;
&lt;/ol&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight json"&gt;&lt;code&gt;&lt;span class="nl"&gt;"scripts"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"format"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"prettier --write &lt;/span&gt;&lt;span class="se"&gt;\"&lt;/span&gt;&lt;span class="s2"&gt;src/**/*.{js,jsx,ts,tsx,json,css,scss,md}&lt;/span&gt;&lt;span class="se"&gt;\"&lt;/span&gt;&lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="err"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Adding Pre-commit Hooks
&lt;/h2&gt;

&lt;p&gt;Pre-commit hooks help enforce code standards by running lint and format checks before committing:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Install Husky in the root folder:
&lt;/li&gt;
&lt;/ol&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;npm &lt;span class="nb"&gt;install&lt;/span&gt; &lt;span class="nt"&gt;-D&lt;/span&gt; husky
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;ol&gt;
&lt;li&gt;Initialize Husky to create the &lt;code&gt;.husky/&lt;/code&gt; directory:
&lt;/li&gt;
&lt;/ol&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;npx husky
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;ol&gt;
&lt;li&gt;Add a &lt;code&gt;pre-commit&lt;/code&gt; file inside the &lt;code&gt;.husky&lt;/code&gt; directory and provide the following command to lint and format code:
&lt;/li&gt;
&lt;/ol&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;cd api &amp;amp;&amp;amp; npm run lint &amp;amp;&amp;amp; npm run format
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Further Improvements
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Continuous Integration&lt;/strong&gt;: Integrate with a CI/CD pipeline to run tests and deploy automatically.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Testing&lt;/strong&gt;: Set up unit and integration tests using Jest or Mocha to ensure code quality and functionality.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Dockerization&lt;/strong&gt;: Containerize the application with Docker for easier deployment and scalability.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;This setup provides a robust foundation for developing an Express API with TypeScript, emphasizing code quality and developer productivity.&lt;/p&gt;

</description>
      <category>typescript</category>
      <category>express</category>
      <category>boilerplate</category>
      <category>lint</category>
    </item>
    <item>
      <title>Simplifying Serverless Architecture with Terraform and AWS Lambda</title>
      <dc:creator>etorralba</dc:creator>
      <pubDate>Thu, 13 Jun 2024 01:32:47 +0000</pubDate>
      <link>https://dev.to/etorralbab/simplifying-serverless-architecture-with-terraform-and-aws-lambda-2o7n</link>
      <guid>https://dev.to/etorralbab/simplifying-serverless-architecture-with-terraform-and-aws-lambda-2o7n</guid>
      <description>&lt;p&gt;I will detail how to automate serverless architecture using Terraform as Infrastructure as Code (IaC), focusing on setting up an API Gateway and integrating it with AWS Lambda functions using TypeScript.&lt;/p&gt;

&lt;h2&gt;
  
  
  TL;DR:
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Project Setup&lt;/strong&gt;: Organize your project structure and initialize an npm project for managing dependencies.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Lambda Functions&lt;/strong&gt;: Develop two AWS Lambda functions in TypeScript to process API requests, using essential modules like &lt;code&gt;aws-lambda&lt;/code&gt; and &lt;code&gt;base-64&lt;/code&gt;.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Building and Deployment&lt;/strong&gt;: Utilize &lt;code&gt;esbuild&lt;/code&gt; to compile and zip your Lambda function code, automating the process with a custom Bash script.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Terraform Configuration&lt;/strong&gt;: Configure Terraform for both AWS Lambda and API Gateway. This includes setting up IAM roles, CloudWatch logs, and deploying an API Gateway using an OpenAPI Specification template.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Source Code&lt;/strong&gt;: Access all the configurations and scripts on the &lt;a href="https://github.com/etorralba/serverless-terraform-lambda"&gt;GitHub repository&lt;/a&gt;.&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  &lt;strong&gt;Setting Up Your Lambda Functions&lt;/strong&gt;
&lt;/h3&gt;

&lt;p&gt;To begin, ensure you have a well-organized directory and an initialized npm project:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;Create Your Directory Structure&lt;/strong&gt;: Maintaining an organized project structure is essential for efficiently managing your Lambda handlers and shared modules. Here’s a recommended setup:
&lt;/li&gt;
&lt;/ol&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;   ├── scripts
   │   └── build.sh
   ├── lambda_handlers
   │   ├── function1.ts
   │   └── function2.ts
   ├── package-lock.json
   ├── package.json
   ├── Makefile
   ├── tsconfig.json
   └── src
       └── test_function.ts
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;ol&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Initialize the npm Project&lt;/strong&gt;: Run &lt;code&gt;npm init&lt;/code&gt; to initiate your npm project. This will create your project's package.json and prepare it for adding dependencies.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Install Dependencies&lt;/strong&gt;: Install the required packages for your project:&lt;br&gt;
&lt;/p&gt;&lt;/li&gt;
&lt;/ol&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;   npm &lt;span class="nb"&gt;install &lt;/span&gt;base-64
   npm &lt;span class="nb"&gt;install&lt;/span&gt; &lt;span class="nt"&gt;--save-dev&lt;/span&gt; aws-lambda esbuild typescript @types/node ts-node @types/base-64 @types/aws-lambda
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  &lt;strong&gt;Lambda Function Handlers&lt;/strong&gt;
&lt;/h3&gt;

&lt;p&gt;Next, let's explore two straightforward TypeScript Lambda functions designed to process requests:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight typescript"&gt;&lt;code&gt;&lt;span class="c1"&gt;// lambda_handlers/function1.ts&lt;/span&gt;
&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;APIGatewayProxyEventV2&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
    &lt;span class="nx"&gt;APIGatewayProxyStructuredResultV2&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;aws-lambda&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="nx"&gt;base64&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;base-64&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;printValue&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;../src/test_function&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="c1"&gt;// Define the Lambda handler function&lt;/span&gt;
&lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;handler&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;async &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
    &lt;span class="nx"&gt;event&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;APIGatewayProxyEventV2&lt;/span&gt;
&lt;span class="p"&gt;):&lt;/span&gt; &lt;span class="nb"&gt;Promise&lt;/span&gt;&lt;span class="o"&gt;&amp;lt;&lt;/span&gt;&lt;span class="nx"&gt;APIGatewayProxyStructuredResultV2&lt;/span&gt;&lt;span class="o"&gt;&amp;gt;&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;body&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;JSON&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;parse&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;base64&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;decode&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;event&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;body&lt;/span&gt;&lt;span class="o"&gt;!&lt;/span&gt;&lt;span class="p"&gt;));&lt;/span&gt;
    &lt;span class="nf"&gt;printValue&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;body&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
    &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="na"&gt;statusCode&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="mi"&gt;200&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
        &lt;span class="na"&gt;body&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;JSON&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;stringify&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt;
            &lt;span class="na"&gt;message&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;This is function1&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
        &lt;span class="p"&gt;}),&lt;/span&gt;
    &lt;span class="p"&gt;};&lt;/span&gt;
&lt;span class="p"&gt;};&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;





&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight typescript"&gt;&lt;code&gt;&lt;span class="c1"&gt;// lambda_handlers/function2.ts&lt;/span&gt;
&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;APIGatewayProxyEventV2&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
    &lt;span class="nx"&gt;APIGatewayProxyStructuredResultV2&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;aws-lambda&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="nx"&gt;base64&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;base-64&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;printValue&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;../src/test_function&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;handler&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;async &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
    &lt;span class="nx"&gt;event&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;APIGatewayProxyEventV2&lt;/span&gt;
&lt;span class="p"&gt;):&lt;/span&gt; &lt;span class="nb"&gt;Promise&lt;/span&gt;&lt;span class="o"&gt;&amp;lt;&lt;/span&gt;&lt;span class="nx"&gt;APIGatewayProxyStructuredResultV2&lt;/span&gt;&lt;span class="o"&gt;&amp;gt;&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;body&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;JSON&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;parse&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;base64&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;decode&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;event&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;body&lt;/span&gt;&lt;span class="o"&gt;!&lt;/span&gt;&lt;span class="p"&gt;));&lt;/span&gt;
    &lt;span class="nf"&gt;printValue&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;body&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
    &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="na"&gt;statusCode&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="mi"&gt;200&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
        &lt;span class="na"&gt;body&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;JSON&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;stringify&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt;
            &lt;span class="na"&gt;message&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;This is function2&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
        &lt;span class="p"&gt;}),&lt;/span&gt;
    &lt;span class="p"&gt;};&lt;/span&gt;
&lt;span class="p"&gt;};&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;





&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight typescript"&gt;&lt;code&gt;&lt;span class="c1"&gt;// src/test_function.ts&lt;/span&gt;
&lt;span class="c1"&gt;// Function to log any value to the console&lt;/span&gt;
&lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;printValue&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;value&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="kr"&gt;any&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;console&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;log&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;value&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  &lt;strong&gt;Building and Zipping Lambda Functions&lt;/strong&gt;
&lt;/h3&gt;

&lt;p&gt;For deployment, use &lt;code&gt;esbuild&lt;/code&gt; to compile and zip your TypeScript files:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight json"&gt;&lt;code&gt;&lt;span class="nl"&gt;"scripts"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"build:function1"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"esbuild lambda_handlers/function1.ts --bundle --outdir=dist --platform=node &amp;amp;&amp;amp; cd ./dist &amp;amp;&amp;amp; zip -r function1.zip function1.js"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"build:function2"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"esbuild lambda_handlers/function2.ts --bundle --outdir=dist --platform=node &amp;amp;&amp;amp; cd ./dist &amp;amp;&amp;amp; zip -r function2.zip function2.js"&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="err"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;A bash script can automate the building process for all functions, ensuring efficient and error-free builds:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;#!/bin/bash&lt;/span&gt;

&lt;span class="c"&gt;# Build script to automate the compilation and zipping of Lambda functions&lt;/span&gt;
npm &lt;span class="nb"&gt;install
mkdir&lt;/span&gt; &lt;span class="nt"&gt;-p&lt;/span&gt; dist

&lt;span class="nb"&gt;cd &lt;/span&gt;lambda_handlers

&lt;span class="k"&gt;for &lt;/span&gt;file &lt;span class="k"&gt;in&lt;/span&gt; &lt;span class="k"&gt;*&lt;/span&gt;.ts&lt;span class="p"&gt;;&lt;/span&gt; &lt;span class="k"&gt;do
    &lt;/span&gt;npx esbuild &lt;span class="nv"&gt;$file&lt;/span&gt; &lt;span class="nt"&gt;--bundle&lt;/span&gt; &lt;span class="nt"&gt;--platform&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;node &lt;span class="nt"&gt;--outfile&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;../dist/&lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="nv"&gt;file&lt;/span&gt;&lt;span class="p"&gt;%.*&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt;.js
    &lt;span class="nb"&gt;cd&lt;/span&gt; ../dist
    zip &lt;span class="nt"&gt;-r&lt;/span&gt; &lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="nv"&gt;file&lt;/span&gt;&lt;span class="p"&gt;%.*&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt;.zip &lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="nv"&gt;file&lt;/span&gt;&lt;span class="p"&gt;%.*&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt;.js
    &lt;span class="nb"&gt;rm&lt;/span&gt; &lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="nv"&gt;file&lt;/span&gt;&lt;span class="p"&gt;%.*&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt;.js
    &lt;span class="nb"&gt;cd&lt;/span&gt; ../lambda_handlers
&lt;span class="k"&gt;done&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;ul&gt;
&lt;li&gt;
&lt;code&gt;chmod +x scripts/build.sh&lt;/code&gt; to allow executing permissons to the Bash script.&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  &lt;strong&gt;Setting Up Terraform for Serverless&lt;/strong&gt;
&lt;/h3&gt;

&lt;p&gt;Now, configure a basic Terraform setup to manage your infrastructure effectively:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;├── terraform
    ├── templates
    │   └── openapi.tpl.yml
    ├── main.tf
    ├── providers.tf
    ├── variables.tf
    └── output.tf
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Use the following configuration to define your provider and backend:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight hcl"&gt;&lt;code&gt;&lt;span class="c1"&gt;# providers.tf&lt;/span&gt;
&lt;span class="c1"&gt;// Define the required providers and configure the AWS provider&lt;/span&gt;
&lt;span class="nx"&gt;terraform&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;required_providers&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;aws&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="nx"&gt;source&lt;/span&gt;  &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"hashicorp/aws"&lt;/span&gt;


      &lt;span class="nx"&gt;version&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"~&amp;gt; 5.0"&lt;/span&gt;
    &lt;span class="p"&gt;}&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="nx"&gt;provider&lt;/span&gt; &lt;span class="s2"&gt;"aws"&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;profile&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"default"&lt;/span&gt;
  &lt;span class="nx"&gt;region&lt;/span&gt;  &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;region&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Define the variables required for your infrastructure:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight hcl"&gt;&lt;code&gt;&lt;span class="c1"&gt;# variables.tf&lt;/span&gt;
&lt;span class="c1"&gt;// Define variables for the AWS region and Lambda function filenames&lt;/span&gt;
&lt;span class="nx"&gt;variable&lt;/span&gt; &lt;span class="s2"&gt;"region"&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;description&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"The region where the resources will be provisioned"&lt;/span&gt;
  &lt;span class="nx"&gt;type&lt;/span&gt;        &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;string&lt;/span&gt;
  &lt;span class="nx"&gt;default&lt;/span&gt;     &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"us-east-1"&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="nx"&gt;variable&lt;/span&gt; &lt;span class="s2"&gt;"file_names"&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;description&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"The file names of the Lambda functions"&lt;/span&gt;
  &lt;span class="nx"&gt;type&lt;/span&gt;        &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;list&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;string&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Set up CloudWatch Log Groups, IAM Policies, and roles for each Lambda to ensure secure and compliant logging and execution permissions:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight hcl"&gt;&lt;code&gt;&lt;span class="c1"&gt;# main.tf&lt;/span&gt;
&lt;span class="c1"&gt;// Define CloudWatch Log Groups&lt;/span&gt;
&lt;span class="nx"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"aws_cloudwatch_log_group"&lt;/span&gt; &lt;span class="s2"&gt;"loggroup"&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;for_each&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;toset&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;file_names&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;

  &lt;span class="nx"&gt;name&lt;/span&gt;              &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"/aws/lambda/${each.key}"&lt;/span&gt;
  &lt;span class="nx"&gt;retention_in_days&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;14&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="c1"&gt;// IAM Policies for each Lambda to write to their respective Log Group&lt;/span&gt;
&lt;span class="nx"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"aws_iam_policy"&lt;/span&gt; &lt;span class="s2"&gt;"logs_role_policy"&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;for_each&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;toset&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;file_names&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;

  &lt;span class="nx"&gt;name&lt;/span&gt;   &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"${each.key}-logs"&lt;/span&gt;
  &lt;span class="nx"&gt;policy&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;data&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;aws_iam_policy_document&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;logs_role_policy&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nx"&gt;each&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;key&lt;/span&gt;&lt;span class="p"&gt;].&lt;/span&gt;&lt;span class="nx"&gt;json&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="nx"&gt;data&lt;/span&gt; &lt;span class="s2"&gt;"aws_iam_policy_document"&lt;/span&gt; &lt;span class="s2"&gt;"logs_role_policy"&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;for_each&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;toset&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;file_names&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;

  &lt;span class="nx"&gt;statement&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;effect&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"Allow"&lt;/span&gt;

    &lt;span class="nx"&gt;actions&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
      &lt;span class="s2"&gt;"logs:CreateLogStream"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="s2"&gt;"logs:PutLogEvents"&lt;/span&gt;
    &lt;span class="p"&gt;]&lt;/span&gt;

    &lt;span class="nx"&gt;resources&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
      &lt;span class="nx"&gt;aws_cloudwatch_log_group&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;loggroup&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nx"&gt;each&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;key&lt;/span&gt;&lt;span class="p"&gt;].&lt;/span&gt;&lt;span class="nx"&gt;arn&lt;/span&gt;
    &lt;span class="p"&gt;]&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="c1"&gt;// IAM Role for each Lambda Function&lt;/span&gt;
&lt;span class="nx"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"aws_iam_role"&lt;/span&gt; &lt;span class="s2"&gt;"main"&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;for_each&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;toset&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;file_names&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;

  &lt;span class="nx"&gt;name&lt;/span&gt;               &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"iam-${each.key}"&lt;/span&gt;
  &lt;span class="nx"&gt;assume_role_policy&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;data&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;aws_iam_policy_document&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;assume_role&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;json&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="nx"&gt;data&lt;/span&gt; &lt;span class="s2"&gt;"aws_iam_policy_document"&lt;/span&gt; &lt;span class="s2"&gt;"assume_role"&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;statement&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;effect&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"Allow"&lt;/span&gt;

    &lt;span class="nx"&gt;principals&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="nx"&gt;type&lt;/span&gt;        &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"Service"&lt;/span&gt;
      &lt;span class="nx"&gt;identifiers&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"lambda.amazonaws.com"&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
    &lt;span class="p"&gt;}&lt;/span&gt;

    &lt;span class="nx"&gt;actions&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"sts:AssumeRole"&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="c1"&gt;// Attach Logging Policies to each IAM Role&lt;/span&gt;
&lt;span class="nx"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"aws_iam_role_policy_attachment"&lt;/span&gt; &lt;span class="s2"&gt;"logging_attachment"&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;for_each&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;toset&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;file_names&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;

  &lt;span class="nx"&gt;role&lt;/span&gt;       &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;aws_iam_role&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;main&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nx"&gt;each&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;key&lt;/span&gt;&lt;span class="p"&gt;].&lt;/span&gt;&lt;span class="nx"&gt;id&lt;/span&gt;
  &lt;span class="nx"&gt;policy_arn&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;aws_iam_policy&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;logs_role_policy&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nx"&gt;each&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;key&lt;/span&gt;&lt;span class="p"&gt;].&lt;/span&gt;&lt;span class="nx"&gt;arn&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="c1"&gt;// Define the Lambda Functions in Terraform, specifying code, execution role, and settings&lt;/span&gt;
&lt;span class="nx"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"aws_lambda_function"&lt;/span&gt; &lt;span class="s2"&gt;"handler"&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;for_each&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;toset&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;file_names&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;

  &lt;span class="nx"&gt;filename&lt;/span&gt;         &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"../dist/${each.key}.zip"&lt;/span&gt;
  &lt;span class="nx"&gt;source_code_hash&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;filebase64sha256&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;"../dist/${each.key}.zip"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
  &lt;span class="nx"&gt;function_name&lt;/span&gt;    &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;each&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;key&lt;/span&gt;
  &lt;span class="nx"&gt;role&lt;/span&gt;             &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;aws_iam_role&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;main&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nx"&gt;each&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;key&lt;/span&gt;&lt;span class="p"&gt;].&lt;/span&gt;&lt;span class="nx"&gt;arn&lt;/span&gt;
  &lt;span class="nx"&gt;handler&lt;/span&gt;          &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"index.handler"&lt;/span&gt;

  &lt;span class="nx"&gt;timeout&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;20&lt;/span&gt;
  &lt;span class="nx"&gt;runtime&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"nodejs20.x"&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  &lt;strong&gt;Setting Up Terraform for API Gateway&lt;/strong&gt;
&lt;/h3&gt;

&lt;p&gt;Create the templates directory under the terraform folder.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;├── terraform
    ├── templates
        └── openapi.tpl.yml
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Then, create an OpenAPI Specification file template to define how your API Gateway interacts with the deployed Lambda functions:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight yaml"&gt;&lt;code&gt;&lt;span class="c1"&gt;# openapi.tpl.yml&lt;/span&gt;
&lt;span class="na"&gt;openapi&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;3.0.0&lt;/span&gt;
&lt;span class="na"&gt;info&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
  &lt;span class="na"&gt;title&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;API Gateway OpenAPI Example&lt;/span&gt;
  &lt;span class="na"&gt;version&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;1.0.0&lt;/span&gt;

&lt;span class="na"&gt;paths&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
&lt;span class="err"&gt;%&lt;/span&gt;&lt;span class="pi"&gt;{&lt;/span&gt; &lt;span class="nv"&gt;for lambda in lambdas ~&lt;/span&gt;&lt;span class="pi"&gt;}&lt;/span&gt;
  &lt;span class="s"&gt;/api/${lambda.function_name}&lt;/span&gt;&lt;span class="err"&gt;:&lt;/span&gt;
      &lt;span class="na"&gt;post&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
        &lt;span class="na"&gt;operationId&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;Invoke-${lambda.function_name}&lt;/span&gt;
        &lt;span class="na"&gt;x-amazon-apigateway-integration&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
          &lt;span class="na"&gt;uri&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;${lambda.invoke_arn}&lt;/span&gt;
          &lt;span class="na"&gt;responses&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
            &lt;span class="na"&gt;default&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
              &lt;span class="na"&gt;statusCode&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="s"&gt;200"&lt;/span&gt;
          &lt;span class="na"&gt;passthroughBehavior&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="s"&gt;when_no_match"&lt;/span&gt;
          &lt;span class="na"&gt;httpMethod&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="s"&gt;POST"&lt;/span&gt;
          &lt;span class="na"&gt;type&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="s"&gt;aws_proxy"&lt;/span&gt;
        &lt;span class="na"&gt;responses&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
          &lt;span class="s1"&gt;'&lt;/span&gt;&lt;span class="s"&gt;200'&lt;/span&gt;&lt;span class="err"&gt;:&lt;/span&gt;
            &lt;span class="na"&gt;description&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;200 response&lt;/span&gt;
&lt;span class="err"&gt;%&lt;/span&gt;&lt;span class="pi"&gt;{&lt;/span&gt; &lt;span class="nv"&gt;endfor ~&lt;/span&gt;&lt;span class="pi"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;blockquote&gt;
&lt;p&gt;&lt;strong&gt;NOTE:&lt;/strong&gt; Keep in mind that the indentation in this file is crucial; incorrect indentation can lead to improper API Gateway creation.&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;Next step is to populate the OpenAPI template and pass it to the &lt;code&gt;aws_api_gateway_rest_api&lt;/code&gt; resource.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight hcl"&gt;&lt;code&gt;&lt;span class="c1"&gt;# main.tf&lt;/span&gt;
&lt;span class="err"&gt;(...)&lt;/span&gt;
&lt;span class="c1"&gt;// API Gateway&lt;/span&gt;
&lt;span class="nx"&gt;locals&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;openapi_template&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;templatefile&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;"${path.module}/templates/openapi.tpl.yml"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;lambdas&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;aws_lambda_function&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;handler&lt;/span&gt;
    &lt;span class="nx"&gt;region&lt;/span&gt;  &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;region&lt;/span&gt;
  &lt;span class="p"&gt;})&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="nx"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"aws_api_gateway_rest_api"&lt;/span&gt; &lt;span class="s2"&gt;"main"&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;name&lt;/span&gt;               &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"rest-api"&lt;/span&gt;
  &lt;span class="nx"&gt;description&lt;/span&gt;        &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"REST API for Lambda functions"&lt;/span&gt;
  &lt;span class="nx"&gt;binary_media_types&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"*/*"&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;

  &lt;span class="nx"&gt;body&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;local&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;openapi_template&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="nx"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"

aws_api_gateway_deployment"&lt;/span&gt; &lt;span class="s2"&gt;"main"&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;rest_api_id&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;aws_api_gateway_rest_api&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;main&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;id&lt;/span&gt;
  &lt;span class="nx"&gt;stage_name&lt;/span&gt;  &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"prod"&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Create the outputs file to display the information you want at the end of the provisioning.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight hcl"&gt;&lt;code&gt;&lt;span class="c1"&gt;# outputs.tf&lt;/span&gt;
&lt;span class="nx"&gt;output&lt;/span&gt; &lt;span class="s2"&gt;"api_gateway_rest_api_id"&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;description&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"The ID of the API Gateway REST API"&lt;/span&gt;
  &lt;span class="nx"&gt;value&lt;/span&gt;       &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;aws_api_gateway_rest_api&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;main&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;id&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="nx"&gt;output&lt;/span&gt; &lt;span class="s2"&gt;"api_gateway_main_resource_id"&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;description&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"The ID of the API Gateway main resource"&lt;/span&gt;
  &lt;span class="nx"&gt;value&lt;/span&gt;       &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;aws_api_gateway_rest_api&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;main&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;root_resource_id&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Create the terraform.tfvars and authenticate in aws cli
&lt;/h2&gt;

&lt;ol&gt;
&lt;li&gt;Create the &lt;code&gt;terraform.tfvars&lt;/code&gt; like this:
&lt;/li&gt;
&lt;/ol&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight yaml"&gt;&lt;code&gt;&lt;span class="s"&gt;region = "us-east-1"&lt;/span&gt;
&lt;span class="s"&gt;file_names = [&lt;/span&gt;
  &lt;span class="s"&gt;"function1",&lt;/span&gt;
  &lt;span class="s"&gt;"function2"&lt;/span&gt;
&lt;span class="err"&gt;]&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;ol&gt;
&lt;li&gt;Using the &lt;code&gt;aws cli&lt;/code&gt;, authenticate with your access keys by running the command &lt;code&gt;aws configure&lt;/code&gt;
&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  Apply the configuration
&lt;/h2&gt;

&lt;ol&gt;
&lt;li&gt;Run &lt;code&gt;make build&lt;/code&gt; to build the TypeScript functions zips&lt;/li&gt;
&lt;li&gt;Go to the terraform directory with &lt;code&gt;cd terraform&lt;/code&gt;
&lt;/li&gt;
&lt;li&gt;Initialize the Terraform environment using &lt;code&gt;terraform init&lt;/code&gt;
&lt;/li&gt;
&lt;li&gt;Make &lt;code&gt;terraform plan&lt;/code&gt; to visualize the changes and resources the configuration will perform&lt;/li&gt;
&lt;li&gt;Use &lt;code&gt;terraform apply&lt;/code&gt; to apply the configuration and update the state.&lt;/li&gt;
&lt;li&gt;When you finalize, you could destroy the resources by using the &lt;code&gt;terraform destroy&lt;/code&gt; command
You should see something like this once the API Gateway is provisioned&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ff8n0xo0jx6vpulxlpjfj.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ff8n0xo0jx6vpulxlpjfj.png" alt="Api Gateway Resources" width="800" height="365"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h3&gt;
  
  
  Further Improvements: Enhancing the Project
&lt;/h3&gt;

&lt;p&gt;After completing this tutorial, there are several ways to enhance the functionality, scalability, and maintainability of the serverless architecture. These improvements can serve as challenges for developers looking to expand their expertise and further optimize the project:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Add More Lambda Functions&lt;/strong&gt;: Explore the creation of additional Lambda functions to handle different types of requests, such as GET requests for fetching data or DELETE requests for removing records. This will provide a more comprehensive API.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Implement API Caching&lt;/strong&gt;: Configure caching mechanisms in the API Gateway to improve response times and reduce the load on Lambda functions. This is particularly useful for endpoints that do not require real-time data.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Advanced Error Handling&lt;/strong&gt;: Improve error handling in the Lambda functions to manage different types of exceptions more effectively. Implementing more sophisticated error logging and notifications can also help in quick debugging.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Environment Variables&lt;/strong&gt;: Use Terraform to manage environment variables for Lambda functions, which can include database connection strings, API keys, and other sensitive information that should not be hard-coded.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Database Integration&lt;/strong&gt;: Integrate a database with the Lambda functions. This could involve setting up a DynamoDB table with Terraform and modifying the Lambda functions to read and write data to the database.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Automated Alerts and Monitoring&lt;/strong&gt;: Enhance monitoring and alerts using AWS CloudWatch or a third-party service. Set up alerts for function errors, high execution times, and resource limits.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Security Enhancements&lt;/strong&gt;: Implement stricter security practices, such as more restrictive IAM roles, VPC configurations, and API authentication mechanisms. Explore the use of AWS Cognito for user authentication.&lt;/p&gt;&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Thanks for reading!&lt;/p&gt;

</description>
      <category>serverless</category>
      <category>apigateway</category>
      <category>terraform</category>
      <category>lambda</category>
    </item>
  </channel>
</rss>
