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    <title>DEV Community: Chinedu Orie</title>
    <description>The latest articles on DEV Community by Chinedu Orie (@nedsoft).</description>
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      <title>Automate Application Deployment to AWS Elastic Beanstalk with Terraform and CodePipeline</title>
      <dc:creator>Chinedu Orie</dc:creator>
      <pubDate>Wed, 16 Oct 2024 14:26:50 +0000</pubDate>
      <link>https://dev.to/nedsoft/automate-nodejs-deployment-to-aws-elastic-beanstalk-with-terraform-and-codepipeline-o2c</link>
      <guid>https://dev.to/nedsoft/automate-nodejs-deployment-to-aws-elastic-beanstalk-with-terraform-and-codepipeline-o2c</guid>
      <description>&lt;p&gt;I frequently deploy Node.js applications to AWS Elastic Beanstalk (EB). This process usually involves configuring the EB's load balancer, listeners, and security groups and setting up a CodePipeline for continuous deployment of updates.&lt;/p&gt;

&lt;p&gt;Handling the processes above manually is tedious and prone to errors that can keep you debugging for days. Another challenging task is tearing down the resources and cleaning up all related artefacts. &lt;/p&gt;

&lt;p&gt;After days of trial and error and research, I've developed a Terraform code to handle the provisioning and de-provisioning with just two commands: &lt;code&gt;terraform apply&lt;/code&gt; and &lt;code&gt;terraform destroy&lt;/code&gt;. &lt;/p&gt;

&lt;p&gt;Enough of theories; let's get to work!&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;Warning: The provided infrastructure configuration is intended for development purposes only. It may not meet the security standards required for production environments. Please implement additional security measures before deploying in production.&lt;/p&gt;
&lt;/blockquote&gt;

&lt;h2&gt;
  
  
  Prerequisites
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;AWS account credentials&lt;/li&gt;
&lt;li&gt;&lt;a href="https://developer.hashicorp.com/terraform/tutorials/aws-get-started/install-cli" rel="noopener noreferrer"&gt;Terraform CLI&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;Node.js Application on GitHub repository&lt;/li&gt;
&lt;li&gt;Route 53 Hosted Zone for the domain name&lt;/li&gt;
&lt;li&gt;Certificate for the domain name in AWS Certificate Manager&lt;/li&gt;
&lt;li&gt;Ensure that you have &lt;code&gt;buildspec.yml&lt;/code&gt; file in the root of the repository&lt;/li&gt;
&lt;/ul&gt;

&lt;blockquote&gt;
&lt;p&gt;AWS CodeBuild uses the buildspec.yml file to define the build process for your application. It specifies the commands and settings that CodeBuild uses to build and package your application.&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;Once the prerequisites above have been met, follow the steps below. Alternatively, you can clone the &lt;a href="https://github.com/nedssoft/codepipeline-terraform-script/blob/main/readme.md" rel="noopener noreferrer"&gt;repository&lt;/a&gt;.&lt;/p&gt;

&lt;h3&gt;
  
  
  Step 1: Create a directory for the terraform codes
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;mkdir tf &amp;amp;&amp;amp; cd tf
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Step 2: Initialize Terraform
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;terraform init
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Step 3: Create a terraform workspace
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;terraform workspace new dev # Replace dev with the name of your workspace
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Step 4: Create &lt;code&gt;variables.tf&lt;/code&gt; file and paste the code below.
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight terraform"&gt;&lt;code&gt;&lt;span class="c1"&gt;# variables.tf&lt;/span&gt;

&lt;span class="k"&gt;variable&lt;/span&gt; &lt;span class="s2"&gt;"solution_stack_name"&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="nx"&gt;string&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 solution stack name to use for the Elastic Beanstalk environment e.g. 64bit Amazon Linux 2023 v6.0.3 running Node.js 18"&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="k"&gt;variable&lt;/span&gt; &lt;span class="s2"&gt;"tier"&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="nx"&gt;string&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 tier to use for the Elastic Beanstalk environment e.g. WebServer"&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;


&lt;span class="k"&gt;variable&lt;/span&gt; &lt;span class="s2"&gt;"instance_type"&lt;/span&gt; &lt;span class="p"&gt;{&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;"t2.micro"&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 instance type to use for the Elastic Beanstalk environment e.g. t2.micro"&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="k"&gt;variable&lt;/span&gt; &lt;span class="s2"&gt;"minsize"&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;default&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;1&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 minimum number of instances to use for the Elastic Beanstalk environment e.g. 1"&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="k"&gt;variable&lt;/span&gt; &lt;span class="s2"&gt;"maxsize"&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;default&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;2&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 maximum number of instances to use for the Elastic Beanstalk environment e.g. 2"&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="k"&gt;variable&lt;/span&gt; &lt;span class="s2"&gt;"certificate_arn"&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="nx"&gt;string&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 ARN of the certificate to use for the ELB e.g. arn:aws:acm:region:account-id:certificate/certificate-id"&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="k"&gt;variable&lt;/span&gt; &lt;span class="s2"&gt;"elb_policy_name"&lt;/span&gt; &lt;span class="p"&gt;{&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;"ELBSecurityPolicy-2016-08"&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 name of the ELB policy to use e.g. ELBSecurityPolicy-2016-08"&lt;/span&gt;

&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="k"&gt;variable&lt;/span&gt; &lt;span class="s2"&gt;"hosted_zone"&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="nx"&gt;string&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 hosted zone for the project e.g. example.com"&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="k"&gt;variable&lt;/span&gt; &lt;span class="s2"&gt;"project_name"&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="nx"&gt;string&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 name of the project e.g. project-name"&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="k"&gt;variable&lt;/span&gt; &lt;span class="s2"&gt;"elastic_beanstalk_env"&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="nx"&gt;map&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="nx"&gt;description&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"The environment variables for the Elastic Beanstalk environment e.g. { &lt;/span&gt;&lt;span class="se"&gt;\"&lt;/span&gt;&lt;span class="s2"&gt;key&lt;/span&gt;&lt;span class="se"&gt;\"&lt;/span&gt;&lt;span class="s2"&gt; = &lt;/span&gt;&lt;span class="se"&gt;\"&lt;/span&gt;&lt;span class="s2"&gt;value&lt;/span&gt;&lt;span class="se"&gt;\"&lt;/span&gt;&lt;span class="s2"&gt; }"&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="k"&gt;variable&lt;/span&gt; &lt;span class="s2"&gt;"codebuild_env"&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="nx"&gt;map&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="nx"&gt;description&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"The environment variables to use for the build e.g. { &lt;/span&gt;&lt;span class="se"&gt;\"&lt;/span&gt;&lt;span class="s2"&gt;key&lt;/span&gt;&lt;span class="se"&gt;\"&lt;/span&gt;&lt;span class="s2"&gt; = &lt;/span&gt;&lt;span class="se"&gt;\"&lt;/span&gt;&lt;span class="s2"&gt;value&lt;/span&gt;&lt;span class="se"&gt;\"&lt;/span&gt;&lt;span class="s2"&gt; }"&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="k"&gt;variable&lt;/span&gt; &lt;span class="s2"&gt;"build_image"&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="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;"aws/codebuild/standard:7.0"&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="k"&gt;variable&lt;/span&gt; &lt;span class="s2"&gt;"repository_id"&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="nx"&gt;string&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 repository to use for the build e.g nedssoft/repository-name. nedssoft is the Github user name"&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="k"&gt;variable&lt;/span&gt; &lt;span class="s2"&gt;"branch_name"&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="nx"&gt;string&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 branch name to use for the build e.g. main"&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="k"&gt;variable&lt;/span&gt; &lt;span class="s2"&gt;"repository_url"&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="nx"&gt;string&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 URL of the repository to use for the build e.g. https://github.com/nedssoft/repository-name.git"&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The &lt;code&gt;variables.tf&lt;/code&gt; file defines and exposes variables for use by other files.&lt;/p&gt;

&lt;h3&gt;
  
  
  Step 5: Create &lt;code&gt;terraform.tfvars&lt;/code&gt; file and paste the code below.
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight terraform"&gt;&lt;code&gt;&lt;span class="c1"&gt;# terraform.tfvars&lt;/span&gt;
&lt;span class="nx"&gt;project_name&lt;/span&gt; &lt;span class="err"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"project-name"&lt;/span&gt;
&lt;span class="nx"&gt;hosted_zone&lt;/span&gt; &lt;span class="err"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"example.com"&lt;/span&gt;
&lt;span class="nx"&gt;instance_type&lt;/span&gt;       &lt;span class="err"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"t2.medium"&lt;/span&gt;
&lt;span class="nx"&gt;minsize&lt;/span&gt;             &lt;span class="err"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;
&lt;span class="nx"&gt;maxsize&lt;/span&gt;             &lt;span class="err"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;4&lt;/span&gt;
&lt;span class="nx"&gt;tier&lt;/span&gt; &lt;span class="err"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"WebServer"&lt;/span&gt;
&lt;span class="nx"&gt;solution_stack_name&lt;/span&gt;&lt;span class="err"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"64bit Amazon Linux 2023 v6.0.3 running Node.js 18"&lt;/span&gt;
&lt;span class="nx"&gt;certificate_arn&lt;/span&gt; &lt;span class="err"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"arn:aws:acm:region:account-id:certificate/certificate-id"&lt;/span&gt;

&lt;span class="nx"&gt;elastic_beanstalk_env&lt;/span&gt; &lt;span class="err"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="s2"&gt;"KEY"&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"VALUE"&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="nx"&gt;codebuild_env&lt;/span&gt; &lt;span class="err"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="s2"&gt;"KEY"&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"VALUE"&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="nx"&gt;repository_id&lt;/span&gt; &lt;span class="err"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"nedssoft/repository-name"&lt;/span&gt;
&lt;span class="nx"&gt;branch_name&lt;/span&gt; &lt;span class="err"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"branch-name"&lt;/span&gt;
&lt;span class="nx"&gt;repository_url&lt;/span&gt; &lt;span class="err"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"https://github.com/nedssoft/repository-name.git"&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The &lt;code&gt;terraform.tfvars&lt;/code&gt; is where you set the values for variables declared in &lt;code&gt;variables.tf&lt;/code&gt;.&lt;/p&gt;

&lt;h3&gt;
  
  
  Step 6: Create &lt;code&gt;main.tf&lt;/code&gt; file and paste the code below.
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight terraform"&gt;&lt;code&gt;&lt;span class="c1"&gt;# main.tf&lt;/span&gt;

&lt;span class="k"&gt;terraform&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;

&lt;span class="c1"&gt;# uncomment this if you want to use a backend&lt;/span&gt;
&lt;span class="c1"&gt;# backend "s3" {&lt;/span&gt;
&lt;span class="c1"&gt;#     bucket = "project-name-terraform-state-bucket"&lt;/span&gt;
&lt;span class="c1"&gt;#     key    = "terraform.tfstate"&lt;/span&gt;
&lt;span class="c1"&gt;#     region = "eu-west-2"&lt;/span&gt;
&lt;span class="c1"&gt;#     dynamodb_table =  "project-name-terraform-state-lock"&lt;/span&gt;
&lt;span class="c1"&gt;#     encrypt = true&lt;/span&gt;
&lt;span class="c1"&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; 3.0"&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="k"&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;region&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"eu-west-2"&lt;/span&gt; &lt;span class="c1"&gt;# change this to your region&lt;/span&gt;

  &lt;span class="c1"&gt;# use this if you want to use a profile&lt;/span&gt;
  &lt;span class="c1"&gt;# profile = "profile-name"&lt;/span&gt;

  &lt;span class="c1"&gt;# use this if you are not using a profile&lt;/span&gt;
  &lt;span class="nx"&gt;access_key&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"AWS_ACCESS_KEY"&lt;/span&gt;
  &lt;span class="nx"&gt;secret_key&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"AWS_SECRET_KEY"&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="k"&gt;data&lt;/span&gt; &lt;span class="s2"&gt;"aws_caller_identity"&lt;/span&gt; &lt;span class="s2"&gt;"current"&lt;/span&gt; &lt;span class="p"&gt;{}&lt;/span&gt;
&lt;span class="k"&gt;data&lt;/span&gt; &lt;span class="s2"&gt;"aws_region"&lt;/span&gt; &lt;span class="s2"&gt;"current"&lt;/span&gt; &lt;span class="p"&gt;{}&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;env&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="k"&gt;terraform&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;workspace&lt;/span&gt;
  &lt;span class="nx"&gt;base_name&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;"%s-%s"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="kd"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;project_name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="k"&gt;terraform&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;workspace&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
  &lt;span class="nx"&gt;account_id&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="k"&gt;data&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;aws_caller_identity&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;current&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;account_id&lt;/span&gt;
  &lt;span class="nx"&gt;region&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="k"&gt;data&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;aws_region&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;current&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;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;In the provider directive, set the &lt;code&gt;access_key&lt;/code&gt; and &lt;code&gt;secret_key&lt;/code&gt; or use AWS credentials profile name as explained in the comments in &lt;code&gt;main.tf&lt;/code&gt;.&lt;/p&gt;

&lt;h3&gt;
  
  
  Step 7: Create &lt;code&gt;vpc.tf&lt;/code&gt; and paste the code below:
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight terraform"&gt;&lt;code&gt;
&lt;span class="c1"&gt;# vpc.tf&lt;/span&gt;

 &lt;span class="k"&gt;data&lt;/span&gt; &lt;span class="s2"&gt;"aws_vpc"&lt;/span&gt; &lt;span class="s2"&gt;"default_vpc"&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;default&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="kc"&gt;true&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="k"&gt;data&lt;/span&gt; &lt;span class="s2"&gt;"aws_subnet_ids"&lt;/span&gt; &lt;span class="s2"&gt;"default_subnet"&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;vpc_id&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="k"&gt;data&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;aws_vpc&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;default_vpc&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;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;We are simply reading information from the default VPC; you can replace it if you use a custom VPC.&lt;/p&gt;

&lt;h3&gt;
  
  
  Step 8: Elastic Beanstalk - Create &lt;code&gt;eb.tf&lt;/code&gt; and paste the code below:
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight terraform"&gt;&lt;code&gt;
&lt;span class="c1"&gt;# eb.tf&lt;/span&gt;

&lt;span class="c1"&gt;# Create elastic beanstalk application&lt;/span&gt;

&lt;span class="k"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"aws_elastic_beanstalk_application"&lt;/span&gt; &lt;span class="s2"&gt;"elasticapp"&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;"&lt;/span&gt;&lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="kd"&gt;local&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;base_name&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;-app"&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="k"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"aws_security_group"&lt;/span&gt; &lt;span class="s2"&gt;"instances"&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;"&lt;/span&gt;&lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="kd"&gt;local&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;base_name&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;-sg"&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="k"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"aws_security_group_rule"&lt;/span&gt; &lt;span class="s2"&gt;"allow_http_inbound"&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;"ingress"&lt;/span&gt;
  &lt;span class="nx"&gt;security_group_id&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;aws_security_group&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;instances&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;from_port&lt;/span&gt;   &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;80&lt;/span&gt;
  &lt;span class="nx"&gt;to_port&lt;/span&gt;     &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;80&lt;/span&gt;
  &lt;span class="nx"&gt;protocol&lt;/span&gt;    &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"tcp"&lt;/span&gt;
  &lt;span class="nx"&gt;source_security_group_id&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;aws_security_group&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;alb&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="k"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"aws_security_group_rule"&lt;/span&gt; &lt;span class="s2"&gt;"allow_https_inbound"&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;"ingress"&lt;/span&gt;
  &lt;span class="nx"&gt;security_group_id&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;aws_security_group&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;instances&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;from_port&lt;/span&gt;   &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;443&lt;/span&gt;
  &lt;span class="nx"&gt;to_port&lt;/span&gt;     &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;443&lt;/span&gt;
  &lt;span class="nx"&gt;protocol&lt;/span&gt;    &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"tcp"&lt;/span&gt;
  &lt;span class="nx"&gt;cidr_blocks&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"0.0.0.0/0"&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;


&lt;span class="k"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"aws_security_group"&lt;/span&gt; &lt;span class="s2"&gt;"alb"&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;"&lt;/span&gt;&lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="kd"&gt;local&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;base_name&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;-alb-sg"&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="k"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"aws_security_group_rule"&lt;/span&gt; &lt;span class="s2"&gt;"allow_alb_http_inbound"&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;"ingress"&lt;/span&gt;
  &lt;span class="nx"&gt;security_group_id&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;aws_security_group&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;alb&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;from_port&lt;/span&gt;   &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;80&lt;/span&gt;
  &lt;span class="nx"&gt;to_port&lt;/span&gt;     &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;80&lt;/span&gt;
  &lt;span class="nx"&gt;protocol&lt;/span&gt;    &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"tcp"&lt;/span&gt;
  &lt;span class="nx"&gt;cidr_blocks&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"0.0.0.0/0"&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;

&lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="k"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"aws_security_group_rule"&lt;/span&gt; &lt;span class="s2"&gt;"allow_alb_https_inbound"&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;"ingress"&lt;/span&gt;
  &lt;span class="nx"&gt;security_group_id&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;aws_security_group&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;alb&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;from_port&lt;/span&gt;   &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;443&lt;/span&gt;
  &lt;span class="nx"&gt;to_port&lt;/span&gt;     &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;443&lt;/span&gt;
  &lt;span class="nx"&gt;protocol&lt;/span&gt;    &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"tcp"&lt;/span&gt;
  &lt;span class="nx"&gt;cidr_blocks&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"0.0.0.0/0"&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;

&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="k"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"aws_security_group_rule"&lt;/span&gt; &lt;span class="s2"&gt;"allow_alb_all_outbound"&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;"egress"&lt;/span&gt;
  &lt;span class="nx"&gt;security_group_id&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;aws_security_group&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;alb&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;from_port&lt;/span&gt;   &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;
  &lt;span class="nx"&gt;to_port&lt;/span&gt;     &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;
  &lt;span class="nx"&gt;protocol&lt;/span&gt;    &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"-1"&lt;/span&gt;
  &lt;span class="nx"&gt;cidr_blocks&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"0.0.0.0/0"&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;

&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="c1"&gt;# Create elastic beanstalk Environment&lt;/span&gt;

&lt;span class="k"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"aws_elastic_beanstalk_environment"&lt;/span&gt; &lt;span class="s2"&gt;"beanstalkappenv"&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;"&lt;/span&gt;&lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="kd"&gt;local&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;base_name&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;-env"&lt;/span&gt;
  &lt;span class="nx"&gt;application&lt;/span&gt;         &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;aws_elastic_beanstalk_application&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;elasticapp&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;name&lt;/span&gt;
  &lt;span class="nx"&gt;solution_stack_name&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="kd"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;solution_stack_name&lt;/span&gt;
  &lt;span class="nx"&gt;tier&lt;/span&gt;                &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="kd"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;tier&lt;/span&gt;

  &lt;span class="nx"&gt;setting&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;namespace&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"aws:ec2:vpc"&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;"VPCId"&lt;/span&gt;
    &lt;span class="nx"&gt;value&lt;/span&gt;     &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="k"&gt;data&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;aws_vpc&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;default_vpc&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;setting&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;namespace&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"aws:autoscaling:launchconfiguration"&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;"IamInstanceProfile"&lt;/span&gt;
    &lt;span class="nx"&gt;value&lt;/span&gt;     &lt;span class="p"&gt;=&lt;/span&gt;  &lt;span class="s2"&gt;"aws-elasticbeanstalk-ec2-role"&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;
  &lt;span class="nx"&gt;setting&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;namespace&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"aws:autoscaling:launchconfiguration"&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;"SecurityGroups"&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_security_group&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;instances&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;setting&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;namespace&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"aws:ec2:vpc"&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;"AssociatePublicIpAddress"&lt;/span&gt;
    &lt;span class="nx"&gt;value&lt;/span&gt;     &lt;span class="p"&gt;=&lt;/span&gt;  &lt;span class="s2"&gt;"True"&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;

  &lt;span class="nx"&gt;setting&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;namespace&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"aws:ec2:vpc"&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;"Subnets"&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;join&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="k"&gt;data&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;aws_subnet_ids&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;default_subnet&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;ids&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;
  &lt;span class="nx"&gt;setting&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;namespace&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"aws:elasticbeanstalk:environment:process:default"&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;"MatcherHTTPCode"&lt;/span&gt;
    &lt;span class="nx"&gt;value&lt;/span&gt;     &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"200"&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;
  &lt;span class="nx"&gt;setting&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;namespace&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"aws:elasticbeanstalk:environment"&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;"LoadBalancerType"&lt;/span&gt;
    &lt;span class="nx"&gt;value&lt;/span&gt;     &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"application"&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;
  &lt;span class="nx"&gt;setting&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;namespace&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"aws:autoscaling:launchconfiguration"&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;"InstanceType"&lt;/span&gt;
    &lt;span class="nx"&gt;value&lt;/span&gt;     &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="kd"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;instance_type&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;
  &lt;span class="nx"&gt;setting&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;namespace&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"aws:ec2:vpc"&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;"ELBScheme"&lt;/span&gt;
    &lt;span class="nx"&gt;value&lt;/span&gt;     &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"internet facing"&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;
  &lt;span class="nx"&gt;setting&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;namespace&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"aws:autoscaling:asg"&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;"MinSize"&lt;/span&gt;
    &lt;span class="nx"&gt;value&lt;/span&gt;     &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="kd"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;minsize&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;
  &lt;span class="nx"&gt;setting&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;namespace&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"aws:autoscaling:asg"&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;"MaxSize"&lt;/span&gt;
    &lt;span class="nx"&gt;value&lt;/span&gt;     &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="kd"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;maxsize&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;
  &lt;span class="nx"&gt;setting&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;namespace&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"aws:elasticbeanstalk:healthreporting:system"&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;"SystemType"&lt;/span&gt;
    &lt;span class="nx"&gt;value&lt;/span&gt;     &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"enhanced"&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;

  &lt;span class="nx"&gt;setting&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;namespace&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"aws:elbv2:loadbalancer"&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;"SecurityGroups"&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_security_group&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;alb&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;setting&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;namespace&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"aws:elbv2:listener:443"&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;"Protocol"&lt;/span&gt;
    &lt;span class="nx"&gt;value&lt;/span&gt;     &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"HTTPS"&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;
    &lt;span class="nx"&gt;setting&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;namespace&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"aws:elbv2:listener:443"&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;"SSLCertificateArns"&lt;/span&gt;
    &lt;span class="nx"&gt;value&lt;/span&gt;     &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="kd"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;certificate_arn&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;

   &lt;span class="nx"&gt;setting&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;namespace&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"aws:elbv2:listener:443"&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;"SSLPolicy"&lt;/span&gt;
    &lt;span class="nx"&gt;value&lt;/span&gt;     &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="kd"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;elb_policy_name&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;

  &lt;span class="nx"&gt;dynamic&lt;/span&gt; &lt;span class="s2"&gt;"setting"&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="kd"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;elastic_beanstalk_env&lt;/span&gt;
    &lt;span class="nx"&gt;content&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="nx"&gt;namespace&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"aws:elasticbeanstalk:application:environment"&lt;/span&gt;
      &lt;span class="nx"&gt;name&lt;/span&gt;      &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;setting&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;value&lt;/span&gt;     &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;setting&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;span class="nx"&gt;setting&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;namespace&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"aws:elasticbeanstalk:application:environment"&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;"API_ENV"&lt;/span&gt;
    &lt;span class="nx"&gt;value&lt;/span&gt;     &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="kd"&gt;local&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="s2"&gt;"prod"&lt;/span&gt; &lt;span class="err"&gt;?&lt;/span&gt; &lt;span class="s2"&gt;"production"&lt;/span&gt;&lt;span class="err"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;"staging"&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="k"&gt;data&lt;/span&gt; &lt;span class="s2"&gt;"aws_route53_zone"&lt;/span&gt; &lt;span class="s2"&gt;"selected"&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="kd"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;hosted_zone&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="k"&gt;data&lt;/span&gt; &lt;span class="s2"&gt;"aws_elastic_beanstalk_hosted_zone"&lt;/span&gt; &lt;span class="s2"&gt;"this"&lt;/span&gt; &lt;span class="p"&gt;{}&lt;/span&gt;


&lt;span class="k"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"aws_route53_record"&lt;/span&gt; &lt;span class="s2"&gt;"beanstalkappenv"&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;zone_id&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="k"&gt;data&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;aws_route53_zone&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;selected&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;zone_id&lt;/span&gt;
  &lt;span class="nx"&gt;name&lt;/span&gt;    &lt;span class="p"&gt;=&lt;/span&gt;  &lt;span class="kd"&gt;local&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;env&lt;/span&gt; &lt;span class="err"&gt;!&lt;/span&gt;&lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"prod"&lt;/span&gt; &lt;span class="err"&gt;?&lt;/span&gt; &lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="kd"&gt;local&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;base_name&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;.&lt;/span&gt;&lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="kd"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;hosted_zone&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;"&lt;/span&gt; &lt;span class="err"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="kd"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;project_name&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;.&lt;/span&gt;&lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="kd"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;hosted_zone&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt;&lt;span class="s2"&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;"A"&lt;/span&gt;

  &lt;span class="nx"&gt;alias&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="nx"&gt;aws_elastic_beanstalk_environment&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;beanstalkappenv&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;cname&lt;/span&gt;
   &lt;span class="nx"&gt;zone_id&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="k"&gt;${data&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;aws_elastic_beanstalk_hosted_zone&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;this&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;id&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;"&lt;/span&gt;
    &lt;span class="nx"&gt;evaluate_target_health&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="kc"&gt;true&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;
  
  
  Step 9: Codebuild - Create &lt;code&gt;codebuild.tf&lt;/code&gt; file and paste the code:
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight terraform"&gt;&lt;code&gt;
&lt;span class="c1"&gt;# codebuild.tf&lt;/span&gt;

&lt;span class="k"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"aws_s3_bucket"&lt;/span&gt; &lt;span class="s2"&gt;"build_artifacts"&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;bucket&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="kd"&gt;local&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;base_name&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;-build-artifacts"&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="c1"&gt;# Uncomment to enable cloudwatch logging&lt;/span&gt;
&lt;span class="c1"&gt;# resource "aws_cloudwatch_log_group" "codebuild_log_group" {&lt;/span&gt;
&lt;span class="c1"&gt;#   name = "${local.base_name}-codebuild-log-group"&lt;/span&gt;
&lt;span class="c1"&gt;# }&lt;/span&gt;

&lt;span class="c1"&gt;# Uncomment to enable cloudwatch logging&lt;/span&gt;
&lt;span class="c1"&gt;# resource "aws_cloudwatch_log_stream" "codebuild_log_stream" {&lt;/span&gt;
&lt;span class="c1"&gt;#   name           = "${local.base_name}-codebuild-log-stream"&lt;/span&gt;
&lt;span class="c1"&gt;#   log_group_name = aws_cloudwatch_log_group.codebuild_log_group.name&lt;/span&gt;
&lt;span class="c1"&gt;# }&lt;/span&gt;

&lt;span class="k"&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;"codebuild.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="k"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"aws_iam_role"&lt;/span&gt; &lt;span class="s2"&gt;"build_role"&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;"&lt;/span&gt;&lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="kd"&gt;local&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;base_name&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;-build-role"&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="k"&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="k"&gt;data&lt;/span&gt; &lt;span class="s2"&gt;"aws_iam_policy_document"&lt;/span&gt; &lt;span class="s2"&gt;"coldbuild_policy"&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;"s3:*"&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_s3_bucket&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;build_artifacts&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="s2"&gt;"&lt;/span&gt;&lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="nx"&gt;aws_s3_bucket&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;build_artifacts&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;arn&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;/*"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="nx"&gt;aws_s3_bucket&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;pipeline_artifacts&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;arn&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="nx"&gt;aws_s3_bucket&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;pipeline_artifacts&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;arn&lt;/span&gt;&lt;span class="k"&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;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:CreateLogGroup"&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="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="s2"&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="k"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"aws_iam_role_policy"&lt;/span&gt; &lt;span class="s2"&gt;"coldbuild_policy"&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;build_role&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;name&lt;/span&gt;
  &lt;span class="nx"&gt;policy&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="k"&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;coldbuild_policy&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="k"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"aws_codebuild_project"&lt;/span&gt; &lt;span class="s2"&gt;"build_project"&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;"&lt;/span&gt;&lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="kd"&gt;local&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;base_name&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;-build-project"&lt;/span&gt;
  &lt;span class="nx"&gt;description&lt;/span&gt;   &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="kd"&gt;local&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;base_name&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt;&lt;span class="s2"&gt; build project"&lt;/span&gt;
  &lt;span class="nx"&gt;build_timeout&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;5&lt;/span&gt;
  &lt;span class="nx"&gt;service_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;build_role&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;artifacts&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;"NO_ARTIFACTS"&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;

  &lt;span class="nx"&gt;cache&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;"S3"&lt;/span&gt;
    &lt;span class="nx"&gt;location&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;aws_s3_bucket&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;build_artifacts&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;bucket&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;

  &lt;span class="nx"&gt;environment&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;compute_type&lt;/span&gt;                &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"BUILD_GENERAL1_MEDIUM"&lt;/span&gt;
    &lt;span class="nx"&gt;image&lt;/span&gt;                       &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="kd"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;build_image&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;"LINUX_CONTAINER"&lt;/span&gt;
    &lt;span class="nx"&gt;image_pull_credentials_type&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"CODEBUILD"&lt;/span&gt;

    &lt;span class="nx"&gt;dynamic&lt;/span&gt; &lt;span class="s2"&gt;"environment_variable"&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="kd"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;codebuild_env&lt;/span&gt;
      &lt;span class="nx"&gt;content&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="nx"&gt;environment_variable&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;value&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;environment_variable&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;span class="p"&gt;}&lt;/span&gt;

  &lt;span class="nx"&gt;logs_config&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;cloudwatch_logs&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="nx"&gt;status&lt;/span&gt;   &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"DISABLED"&lt;/span&gt;
      &lt;span class="c1"&gt;# Uncomment if cloudwatch logging is enabled&lt;/span&gt;
      &lt;span class="c1"&gt;# group_name  = aws_cloudwatch_log_group.codebuild_log_group.name&lt;/span&gt;
      &lt;span class="c1"&gt;# stream_name = aws_cloudwatch_log_stream.codebuild_log_stream.name&lt;/span&gt;
    &lt;span class="p"&gt;}&lt;/span&gt;

    &lt;span class="nx"&gt;s3_logs&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="nx"&gt;status&lt;/span&gt;   &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"DISABLED"&lt;/span&gt;
      &lt;span class="c1"&gt;# Uncomment if s3 logging is enabled&lt;/span&gt;
      &lt;span class="c1"&gt;# location = "${aws_s3_bucket.build_artifacts.bucket}/build-logs"&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="nx"&gt;type&lt;/span&gt;            &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"GITHUB"&lt;/span&gt;
    &lt;span class="nx"&gt;location&lt;/span&gt;        &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="kd"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;repository_url&lt;/span&gt;
    &lt;span class="nx"&gt;git_clone_depth&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;

    &lt;span class="nx"&gt;git_submodules_config&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="nx"&gt;fetch_submodules&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="kc"&gt;true&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_version&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="kd"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;branch_name&lt;/span&gt;

  &lt;span class="nx"&gt;tags&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="c1"&gt;# change this to your tags&lt;/span&gt;
    &lt;span class="nx"&gt;Environment&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"Test"&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;
  
  
  Step 10: CodePipeline - Create &lt;code&gt;codepipeline.tf&lt;/code&gt; file and paste
&lt;/h3&gt;

&lt;p&gt;the code below:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight terraform"&gt;&lt;code&gt;
&lt;span class="c1"&gt;# codepipeline.tf&lt;/span&gt;

&lt;span class="k"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"aws_codestarconnections_connection"&lt;/span&gt; &lt;span class="s2"&gt;"github_connection"&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;"&lt;/span&gt;&lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="kd"&gt;local&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;base_name&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;-github-connection"&lt;/span&gt;

  &lt;span class="c1"&gt;# You will need to verify the connection in the AWS CodeStar Connections console.&lt;/span&gt;
  &lt;span class="nx"&gt;provider_type&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"GitHub"&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="k"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"aws_s3_bucket"&lt;/span&gt; &lt;span class="s2"&gt;"pipeline_artifacts"&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;bucket&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="kd"&gt;local&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;base_name&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;-pipeline-artifacts"&lt;/span&gt;

  &lt;span class="nx"&gt;tags&lt;/span&gt; &lt;span class="p"&gt;=&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;"&lt;/span&gt;&lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="kd"&gt;local&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;base_name&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;-pipeline-artifacts"&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="k"&gt;data&lt;/span&gt; &lt;span class="s2"&gt;"aws_iam_policy_document"&lt;/span&gt; &lt;span class="s2"&gt;"codepipeline_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;"codepipeline.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="k"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"aws_iam_role"&lt;/span&gt; &lt;span class="s2"&gt;"codepipeline_role"&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;"&lt;/span&gt;&lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="kd"&gt;local&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;base_name&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;-codepipeline-role"&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="k"&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;codepipeline_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="k"&gt;data&lt;/span&gt; &lt;span class="s2"&gt;"aws_iam_policy_document"&lt;/span&gt; &lt;span class="s2"&gt;"codepipeline_policy"&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;"codebuild:BatchGetBuilds"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="s2"&gt;"codebuild:StartBuild"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="s2"&gt;"elasticbeanstalk:*"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="s2"&gt;"ec2:*"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="s2"&gt;"elasticloadbalancing:*"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="s2"&gt;"autoscaling:*"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="s2"&gt;"cloudwatch:*"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="s2"&gt;"s3:*"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="s2"&gt;"cloudformation:*"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="s2"&gt;"codestar-connections:UseConnection"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="s2"&gt;"codestar-connections:GetConnection"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="s2"&gt;"codestar-connections:ListConnections"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="s2"&gt;"codestar-connections:GetIndividualAccountSetting"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="s2"&gt;"codestar-connections:GetHostAccountSetting"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="s2"&gt;"codestar-connections:ListHosts"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="s2"&gt;"codestar-connections:ListInstallationTargets"&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="s2"&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="k"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"aws_iam_role_policy"&lt;/span&gt; &lt;span class="s2"&gt;"codepipeline_policy"&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;"&lt;/span&gt;&lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="kd"&gt;local&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;base_name&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;-codepipeline-policy"&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;codepipeline_role&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&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="k"&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;codepipeline_policy&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="k"&gt;resource&lt;/span&gt; &lt;span class="s2"&gt;"aws_codepipeline"&lt;/span&gt; &lt;span class="s2"&gt;"deploy_pipeline"&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;"&lt;/span&gt;&lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="kd"&gt;local&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;base_name&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;-deploy-pipeline"&lt;/span&gt;
  &lt;span class="nx"&gt;role_arn&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;codepipeline_role&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;artifact_store&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;location&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;aws_s3_bucket&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;pipeline_artifacts&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;bucket&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;"S3"&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;

  &lt;span class="nx"&gt;stage&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;"Source"&lt;/span&gt;
    &lt;span class="nx"&gt;action&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;"Source"&lt;/span&gt;
      &lt;span class="nx"&gt;category&lt;/span&gt;        &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"Source"&lt;/span&gt;
      &lt;span class="nx"&gt;owner&lt;/span&gt;           &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"AWS"&lt;/span&gt;
      &lt;span class="k"&gt;provider&lt;/span&gt;        &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"CodeStarSourceConnection"&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;"1"&lt;/span&gt;
      &lt;span class="nx"&gt;output_artifacts&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"source_output"&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
      &lt;span class="nx"&gt;configuration&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="nx"&gt;ConnectionArn&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;aws_codestarconnections_connection&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;github_connection&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;FullRepositoryId&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="kd"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;repository_id&lt;/span&gt;
        &lt;span class="nx"&gt;BranchName&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="kd"&gt;var&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;branch_name&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;stage&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;"Build"&lt;/span&gt;
    &lt;span class="nx"&gt;action&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;"Build"&lt;/span&gt;
      &lt;span class="nx"&gt;category&lt;/span&gt;        &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"Build"&lt;/span&gt;
      &lt;span class="nx"&gt;owner&lt;/span&gt;           &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"AWS"&lt;/span&gt;
      &lt;span class="k"&gt;provider&lt;/span&gt;        &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"CodeBuild"&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;"1"&lt;/span&gt;
      &lt;span class="nx"&gt;input_artifacts&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"source_output"&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
      &lt;span class="nx"&gt;output_artifacts&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"build_output"&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
      &lt;span class="nx"&gt;configuration&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="nx"&gt;ProjectName&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;aws_codebuild_project&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;build_project&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="p"&gt;}&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;

  &lt;span class="nx"&gt;stage&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;"Deploy"&lt;/span&gt;
    &lt;span class="nx"&gt;action&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;"Deploy"&lt;/span&gt;
      &lt;span class="nx"&gt;category&lt;/span&gt;        &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"Deploy"&lt;/span&gt;
      &lt;span class="nx"&gt;owner&lt;/span&gt;           &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"AWS"&lt;/span&gt;
      &lt;span class="k"&gt;provider&lt;/span&gt;        &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;"ElasticBeanstalk"&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;"1"&lt;/span&gt;
      &lt;span class="nx"&gt;input_artifacts&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"build_output"&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
      &lt;span class="nx"&gt;configuration&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="nx"&gt;ApplicationName&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;aws_elastic_beanstalk_application&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;elasticapp&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;name&lt;/span&gt;

        &lt;span class="nx"&gt;EnvironmentName&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;aws_elastic_beanstalk_environment&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;beanstalkappenv&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="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;h3&gt;
  
  
  Step 11: Create &lt;code&gt;outputs.tf&lt;/code&gt; file and paste the code below:
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight terraform"&gt;&lt;code&gt;
&lt;span class="c1"&gt;# outputs.tf&lt;/span&gt;

&lt;span class="k"&gt;output&lt;/span&gt; &lt;span class="s2"&gt;"domain_name"&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="s2"&gt;"https://&lt;/span&gt;&lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="nx"&gt;aws_route53_record&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;beanstalkappenv&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;name&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;/api"&lt;/span&gt;

&lt;span class="p"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;You can add as many values you want to see in the &lt;code&gt;outputs.tf&lt;/code&gt;, after provisioning the resources, terraform will retrieve the values and output it on the terminal.&lt;/p&gt;

&lt;h2&gt;
  
  
  Final Step
&lt;/h2&gt;

&lt;p&gt;Run the following commands to provision the resources:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;terraform plan
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This will preview the changes that will be made afte the resources are provisioned&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;terraform apply
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This will provision the resources, and you are done.&lt;/p&gt;

&lt;p&gt;To de-provision the resources, run&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;terraform destroy
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Note: you must empty the S3 buckets used by Codebuild and CodePipeline before de-provisioning the buckets.&lt;/p&gt;

&lt;h1&gt;
  
  
  Bonus - Terraform code for deploying frontend to AWS S3, Cloudfront with Codepipeline
&lt;/h1&gt;

&lt;p&gt;&lt;a href="https://github.com/nedssoft/s3-codepipeline-terrafrom" rel="noopener noreferrer"&gt;https://github.com/nedssoft/s3-codepipeline-terrafrom&lt;/a&gt;&lt;/p&gt;

</description>
      <category>terraform</category>
      <category>elasticbeanstalk</category>
      <category>codepipeline</category>
      <category>node</category>
    </item>
    <item>
      <title>Secure Coding - Prevention Over Correction.</title>
      <dc:creator>Chinedu Orie</dc:creator>
      <pubDate>Tue, 03 Sep 2024 10:44:20 +0000</pubDate>
      <link>https://dev.to/nedsoft/secure-coding-prevention-over-correction-4cag</link>
      <guid>https://dev.to/nedsoft/secure-coding-prevention-over-correction-4cag</guid>
      <description>&lt;p&gt;Secure Coding is the art of writing codes with a security-first mindset.&lt;/p&gt;

&lt;p&gt;SecDevOps is such a buzzword these days that I am sure you have encountered it a couple of times. While this article is not about SecDevOps, a three-way handshake between security, development, and operations, it narrows down to how to put on your security helmet while writing codes: secure coding.&lt;/p&gt;

&lt;p&gt;As cyber threats and attacks continue to increase, it is extremely important to prioritize security when building applications. Secure coding helps prevent potential attacks and vulnerabilities.   &lt;/p&gt;

&lt;p&gt;This article comprises of two parts:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
Common Software Vulnerabilities and mitigations&lt;/li&gt;
&lt;li&gt;Secure Coding Best Practices&lt;/li&gt;
&lt;/ul&gt;

&lt;blockquote&gt;
&lt;p&gt;If you are familiar with software vulnerabilities, skip to the Secure Coding Best Practices part.&lt;/p&gt;
&lt;/blockquote&gt;

&lt;h3&gt;
  
  
  Common Software Vulnerabilities
&lt;/h3&gt;

&lt;p&gt;Vulnerabilities are loopholes in software programs. The goal of a threat actor is to find and exploit these vulnerabilities, thereby launching successful attacks on software applications. Understanding these vulnerabilities is the first step to secure coding.&lt;/p&gt;

&lt;h4&gt;
  
  
  1. SQL Injection
&lt;/h4&gt;

&lt;p&gt;Structured Query Language (SQL) is a standard programming language used to manage and manipulate data stored in relational databases. SQL queries can perform basic create, read, update, and delete (CRUD) functions. SQL Injection occurs when an attacker injects a malicious SQL query into an application through input data. &lt;/p&gt;

&lt;p&gt;The developer has created an input field to receive data that is run backend to either carry out a post to or pull from the database. Instead of performing the intended operation, the input data adds, modifies, reads, or deletes data from the database or, worse still, shuts down the database itself.&lt;/p&gt;

&lt;p&gt;Example of a vulnerable SQL code:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight sql"&gt;&lt;code&gt;&lt;span class="k"&gt;SELECT&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="k"&gt;FROM&lt;/span&gt; &lt;span class="n"&gt;users&lt;/span&gt; &lt;span class="k"&gt;WHERE&lt;/span&gt; &lt;span class="n"&gt;email&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s1"&gt;'input_value'&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Below is an SQL Injection to exploit the above vulnerability&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight sql"&gt;&lt;code&gt;&lt;span class="s1"&gt;' OR '&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="s1"&gt;'='&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;With the above as an input, the query becomes&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight sql"&gt;&lt;code&gt;&lt;span class="k"&gt;SELECT&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="k"&gt;FROM&lt;/span&gt; &lt;span class="n"&gt;users&lt;/span&gt; &lt;span class="k"&gt;WHERE&lt;/span&gt; &lt;span class="n"&gt;email&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s1"&gt;''&lt;/span&gt; &lt;span class="k"&gt;OR&lt;/span&gt; &lt;span class="s1"&gt;'1'&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s1"&gt;'1'&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Now, because &lt;code&gt;'1'='1'&lt;/code&gt; will always be true, the attacker can read all the data in the &lt;code&gt;users&lt;/code&gt; table. This can result in data exfiltration.&lt;/p&gt;

&lt;h5&gt;
  
  
  SQL Injection Mitigations
&lt;/h5&gt;

&lt;ul&gt;
&lt;li&gt;Proper input validations: This ensures the input conforms to the required format. &lt;/li&gt;
&lt;li&gt;Escaping special characters: The special characters useful in SQL Injections include but are not limited to, &lt;code&gt;'&lt;/code&gt;, &lt;code&gt;"&lt;/code&gt;, &lt;code&gt;--&lt;/code&gt;, &lt;code&gt;=&lt;/code&gt;, &lt;code&gt;;&lt;/code&gt;, &lt;code&gt;\0&lt;/code&gt;, &lt;code&gt;#&lt;/code&gt;, &lt;code&gt;|&lt;/code&gt;. Escaping these characters will make user inputs less harmful.&lt;/li&gt;
&lt;li&gt;Using prepared statements and parameterized queries: This separates input data from code&lt;/li&gt;
&lt;/ul&gt;

&lt;h4&gt;
  
  
  2. NoSQL Injection (Non-relational Databases)
&lt;/h4&gt;

&lt;p&gt;One would think that SQL injections are the battle only for those who use SQL databases, but they are not. NoSQL databases like MongoDB have their share of Injection vulnerabilities.&lt;/p&gt;

&lt;p&gt;Example of a vulnerable NoSQL code:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="nx"&gt;db&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;users&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;find&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;email&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;input_data&lt;/span&gt; &lt;span class="p"&gt;});&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Example of an injection input data:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="nx"&gt;input_data&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;$ne&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="kc"&gt;null&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Resulting Query:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="nx"&gt;db&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;users&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;find&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;email&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="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;$ne&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="kc"&gt;null&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;Result:&lt;/p&gt;

&lt;p&gt;The query above will return all users where the email is not null.&lt;/p&gt;

&lt;h5&gt;
  
  
  NoSQL Injection Mitigations
&lt;/h5&gt;

&lt;ul&gt;
&lt;li&gt;Input validations and sanitizations&lt;/li&gt;
&lt;li&gt;Use of secure Object-Document Mappers which offer built-in protections against injections&lt;/li&gt;
&lt;/ul&gt;

&lt;h4&gt;
  
  
  3. Object-Relational Mapper (ORM) Injection
&lt;/h4&gt;

&lt;p&gt;This injection relies on vulnerabilities in the ORM's generated codes. The ORM acts as a wrapper, exposing functions that make it easier to interact with the DB.&lt;/p&gt;

&lt;p&gt;For example, in &lt;a href="https://nvd.nist.gov/vuln/detail/CVE-2019-10752" rel="noopener noreferrer"&gt;2019&lt;/a&gt;, it was found that the popular Javascript ORM &lt;a href="https://sequelize.org/" rel="noopener noreferrer"&gt;Sequelize&lt;/a&gt; was vulnerable to &lt;a href="https://snyk.io/blog/sequelize-orm-npm-library-found-vulnerable-to-sql-injection-attacks/" rel="noopener noreferrer"&gt;SQL injection attacks&lt;/a&gt;.&lt;/p&gt;

&lt;h5&gt;
  
  
  ORM Injection Mitigations
&lt;/h5&gt;

&lt;ul&gt;
&lt;li&gt;Use updated versions&lt;/li&gt;
&lt;li&gt;Use ORMs with reputable security implementations&lt;/li&gt;
&lt;/ul&gt;

&lt;h4&gt;
  
  
  4. Null Byte Injection (&lt;code&gt;%00&lt;/code&gt;):
&lt;/h4&gt;

&lt;p&gt;The value &lt;code&gt;%00&lt;/code&gt; is called a Null Byte, meaning its presence is negligible. In this type of Injection, the attacker manipulates the data to bypass weak or improper validation/filtering mechanisms.&lt;/p&gt;

&lt;p&gt;Example:&lt;/p&gt;

&lt;p&gt;Suppose an attacker wants to upload a malicious script onto a victim’s server, knowing that the server only validates file extensions and allows .jpeg, .jpg, .png, etc. In that case, that attacker can bypass the extension validation using a Null Byte by naming the file thus:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight php"&gt;&lt;code&gt;&lt;span class="n"&gt;malicious&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;script&lt;/span&gt;&lt;span class="mf"&gt;.&lt;/span&gt;&lt;span class="n"&gt;php&lt;/span&gt;&lt;span class="o"&gt;%&lt;/span&gt;&lt;span class="mf"&gt;00.&lt;/span&gt;&lt;span class="n"&gt;png&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The file above will be successfully uploaded to the server, and the server will ignore the &lt;code&gt;%00.png&lt;/code&gt; and execute the malicious script.&lt;/p&gt;

&lt;h5&gt;
  
  
  Null Byte Injection Mitigations
&lt;/h5&gt;

&lt;ul&gt;
&lt;li&gt;Strict file type validation: Check the MIME (Multipurpose Internet Mail Extension) type of the file instead of relying on the extension.&lt;/li&gt;
&lt;li&gt;Proper input validation: Sanitize filenames and reject null bytes in filenames.&lt;/li&gt;
&lt;/ul&gt;

&lt;h4&gt;
  
  
  5. Information Leakage:
&lt;/h4&gt;

&lt;p&gt;This type of vulnerability occurs when an application inadvertently reveals sensitive information that can aid attackers in understanding its underlying technology and devising means of exploiting it.&lt;/p&gt;

&lt;p&gt;Example:&lt;br&gt;
Suppose an application returns &lt;code&gt;X-Powered-By: Express&lt;/code&gt; or &lt;code&gt;X-Powered-By: PHP/7.0.3&lt;/code&gt; in its response header. This information will help an attacker understand that the underlying technology is Express.js or that the application is running PHP version 7.0.3. Armed with this information, the attacker can tailor its exploits accordingly.&lt;/p&gt;
&lt;h5&gt;
  
  
  Mitigations
&lt;/h5&gt;

&lt;ul&gt;
&lt;li&gt;Avoid verbose response headers.&lt;/li&gt;
&lt;li&gt;Implement security headers such as &lt;code&gt;Content-Security-Policy&lt;/code&gt;, &lt;code&gt;Strict-Transport-Security&lt;/code&gt;, and &lt;code&gt;Referrer-Policy&lt;/code&gt; to enhance the application's security.&lt;/li&gt;
&lt;/ul&gt;
&lt;h4&gt;
  
  
  6. Missing Security Headers or Security Misconfiguration:
&lt;/h4&gt;

&lt;p&gt;When security headers like &lt;code&gt;Content-Security-Policy (CSP)&lt;/code&gt;, &lt;code&gt;Strict-Transport-Security (HSTS)&lt;/code&gt;, and &lt;code&gt;X-Content-Type-Options&lt;/code&gt; are missing or not correctly configured, it leaves the application vulnerable to potential attacks such as man-in-the-middle attacks, cross-site scripting (XSS), MIME-type sniffing, etc.&lt;/p&gt;
&lt;h5&gt;
  
  
  Examples of Security Headers
&lt;/h5&gt;

&lt;p&gt;6.1. &lt;strong&gt;Content-Security-Policy (CSP)&lt;/strong&gt;: This header whitelists the sources from which content can be loaded. By doing so, it prevents XSS attacks.&lt;/p&gt;

&lt;p&gt;Example:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight http"&gt;&lt;code&gt;&lt;span class="err"&gt;Content-Security-Policy: default-src 'self'; script-src 'self' https://trusted-cdn.com; img-src 'self' data:;upgrade-insecure-requests
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;ul&gt;
&lt;li&gt;
&lt;em&gt;default-src 'self'&lt;/em&gt;: By default, only resources from the exact origin of the page (i.e., the same domain) are allowed.&lt;/li&gt;
&lt;li&gt;
&lt;em&gt;script-src 'self' &lt;a href="https://trusted-cdn.com" rel="noopener noreferrer"&gt;https://trusted-cdn.com&lt;/a&gt;&lt;/em&gt;: JavaScript can only be loaded from the exact origin or &lt;a href="https://trusted-cdn.com" rel="noopener noreferrer"&gt;https://trusted-cdn.com&lt;/a&gt;.&lt;/li&gt;
&lt;li&gt;
&lt;em&gt;img-src 'self' data:&lt;/em&gt;: Images can be loaded from the exact origin or as inline base64-encoded data.&lt;/li&gt;
&lt;li&gt;
&lt;em&gt;upgrade-insecure-requests&lt;/em&gt;: Automatically upgrades insecure requests (HTTP) to HTTPS.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;6.2. &lt;strong&gt;Strict Transport Security (HSTS)&lt;/strong&gt;: This header ensures that the browser only communicates with the application over HTTPS, preventing man-in-the-middle and protocol downgrade attacks.&lt;/p&gt;

&lt;p&gt;Example:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight http"&gt;&lt;code&gt;&lt;span class="err"&gt;Strict-Transport-Security: max-age=31536000; includeSubDomains; preload
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;ul&gt;
&lt;li&gt;
&lt;em&gt;max-age=31536000&lt;/em&gt;: Instructs the browser to remember to use HTTPS for this site for the next 31,536,000 seconds (1 year).&lt;/li&gt;
&lt;li&gt;
&lt;em&gt;includeSubDomains&lt;/em&gt;: This rule also applies to all site subdomains.&lt;/li&gt;
&lt;li&gt;
&lt;em&gt;preload&lt;/em&gt;: Requests that the domain be included in the HSTS preload list, which means that browsers will enforce HSTS even on the first visit.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;6.3. &lt;strong&gt;X-Content-Type-Options&lt;/strong&gt;: This header restricts the browser's interpretation of the content type to the value set in the &lt;code&gt;Content-Type&lt;/code&gt; header. Otherwise, the browser will try to guess and interpret the content type—a process called MIME-Type Sniffing.&lt;/p&gt;

&lt;p&gt;Example:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight http"&gt;&lt;code&gt;&lt;span class="err"&gt;Content-Type: text/plain
X-Content-Type-Options: nosniff
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Let's assume an attacker uploads a malicious executable script but specifies the Content-Type as &lt;code&gt;text/plain&lt;/code&gt;; if the browser were to sniff the content, it would interpret the content as an executable file that it is and, hence, execute it. But with the header above, it will rely on the &lt;code&gt;Content-Type: text/plain&lt;/code&gt; header, which will not execute the harmful file.&lt;/p&gt;

&lt;h4&gt;
  
  
  7. Cross-Site Scripting (XSS):
&lt;/h4&gt;

&lt;p&gt;Let's imagine a website is a street shop. XSS is like a sneaky dude who slips a note into the shop's display shelf. The note lures other customers to send their personal information to the sly dude.&lt;/p&gt;

&lt;p&gt;In the context of an application, the note above is malicious Javascript that redirects users' sensitive information, such as Cookies, to the attacker.&lt;/p&gt;

&lt;p&gt;The application is mainly vulnerable to XSS if it processes the user's input data without proper validation and sanitization, and it can allow scripts from untrusted sources to be executed on the browser.&lt;/p&gt;

&lt;p&gt;There are two main types of XSS:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Reflected XSS&lt;/strong&gt;: The malicious script is reflected off the web server and executed in the user's browser. An attacker can craft a URL containing a malicious payload and execute it when a victim clicks it.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Let's assume a website has a search feature that immediately renders that result in the user's browser; an attacker can craft a search URL as below:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="nx"&gt;http&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="c1"&gt;//example.com/search?q=&amp;lt;script&amp;gt;alert('XSS')&amp;lt;/script&amp;gt;&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;When the link is clicked, the browser renders it as shown below:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight html"&gt;&lt;code&gt;&lt;span class="nt"&gt;&amp;lt;html&amp;gt;&lt;/span&gt;
&lt;span class="nt"&gt;&amp;lt;body&amp;gt;&lt;/span&gt;
    &lt;span class="nt"&gt;&amp;lt;h1&amp;gt;&lt;/span&gt;Search Results for: &lt;span class="nt"&gt;&amp;lt;script&amp;gt;&lt;/span&gt;&lt;span class="nf"&gt;alert&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;XSS&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="nt"&gt;&amp;lt;/script&amp;gt;&amp;lt;/h1&amp;gt;&lt;/span&gt;
&lt;span class="nt"&gt;&amp;lt;/body&amp;gt;&lt;/span&gt;
&lt;span class="nt"&gt;&amp;lt;/html&amp;gt;&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The script then gets executed in the user's browser and viola! A successful XSS attack happens. In reality, the simple script above can be a more dangerous script that could steal a user's sensitive information and send it to the attacker.&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Stored XSS&lt;/strong&gt;: The script persists in the server and is executed each time the browser renders the content from the server.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Let's say a website has a forum where users can post comments; an attacker can inject a malicious script into the comment input field, which is sent to the server and stored. Anyone who visits the website and interacts with the malicious comment gets hooked.&lt;/p&gt;

&lt;h5&gt;
  
  
  XSS Mitigations
&lt;/h5&gt;

&lt;ul&gt;
&lt;li&gt;Ensure that any user input, reflected or stored, is adequately sanitized and HTML-encoded to prevent script execution&lt;/li&gt;
&lt;li&gt;Validate users' input to conform to the required data format.&lt;/li&gt;
&lt;li&gt;Use security headers like &lt;code&gt;Content-Security-Policy&lt;/code&gt; to restrict sources from where scripts are loaded.&lt;/li&gt;
&lt;li&gt;For more details, read &lt;a href="https://cheatsheetseries.owasp.org/cheatsheets/Cross_Site_Scripting_Prevention_Cheat_Sheet.html" rel="noopener noreferrer"&gt;OWASP XSS Prevention Cheat Sheet&lt;/a&gt;
&lt;/li&gt;
&lt;/ul&gt;

&lt;h4&gt;
  
  
  8. Directory Traversal
&lt;/h4&gt;

&lt;p&gt;This vulnerability exists when web servers allow operators that can be used to navigate through the directories and filesystem of the application and access unintended files. Consider a web server with the directory structure shown below:&lt;/p&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%2Fi6ysxuyaiil29j71qku6.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%2Fi6ysxuyaiil29j71qku6.png" alt="Sample Nginx directory structure" width="580" height="438"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;The directory structure above indicates that the web pages live in the &lt;code&gt;/var/www/html&lt;/code&gt; directory. Assuming the website were &lt;code&gt;www.example.com&lt;/code&gt;, the URL &lt;code&gt;www.example.com/profile.php&lt;/code&gt; would point to &lt;code&gt;/var/www/html/profile.php&lt;/code&gt; on the server.&lt;/p&gt;

&lt;p&gt;An attack can use the knowledge of Linux system directory navigation to try to access known files such as the &lt;code&gt;/etc/shadow&lt;/code&gt; which stores the encrypted password information of system user accounts by accessing the URL:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight http"&gt;&lt;code&gt;&lt;span class="err"&gt;www.example.com/../../../etc/shadow
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;If successful, the attacker will feast on the system user account credentials.&lt;/p&gt;

&lt;h5&gt;
  
  
  Directory Traversal Mitigations
&lt;/h5&gt;

&lt;ul&gt;
&lt;li&gt;Sanitize and normalize user-supplies input especially when it relates to file paths, ensure operators such as &lt;code&gt;..&lt;/code&gt;, &lt;code&gt;/&lt;/code&gt;, etc are not allowed in the inputs&lt;/li&gt;
&lt;li&gt;Whitelist all known good inputs that relates to file access&lt;/li&gt;
&lt;li&gt;Use secure file access APIs that has built-in protection against directory traversal&lt;/li&gt;
&lt;li&gt;Apply appropriate access control measures to sensitive files&lt;/li&gt;
&lt;/ul&gt;

&lt;h4&gt;
  
  
  9. Session Hijacking
&lt;/h4&gt;

&lt;p&gt;Session hijacking occurs when an attacker gains unauthorized access to an authenticated user's session. &lt;/p&gt;

&lt;p&gt;Imagine registering at a conference, you receive a badge signifying that you are a verified attendee. If someone unregistered steals your badge, they can pose as a verified attendee. &lt;/p&gt;

&lt;p&gt;In a technical scenario, consider an application that issues a cookie  after successful authentication, the cookie is to be used in subsequent authenticated communication with the server. The server does not care about how the cookie was generated as long as it's valid. If an attacker lays hold of this cookie, they can impersonate owner.&lt;/p&gt;

&lt;h5&gt;
  
  
  Session Hijacking Techniques
&lt;/h5&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;em&gt;Cross-Site Scripting (XSS)&lt;/em&gt;: If an application is vulnerable to XSS, an attacker can inject malicious scripts that can execute on the user's browser and send the user's session ID to the attacker.&lt;/li&gt;
&lt;li&gt;
&lt;em&gt;Network Eavesdropping&lt;/em&gt;: If session IDs are transmitted over unsecured connections (HTTP), an attacker can intercept the session IDs using network traffic analyzers such as &lt;a href="https://www.wireshark.org/" rel="noopener noreferrer"&gt;Wireshark&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;em&gt;Brute Force&lt;/em&gt;: If the session ID is predictable, an attacker can guess the session ID by trying different values until they find a valid session ID. An example of a predictable session ID would be generating cookie tokens by encoding numerically incremented user IDs in a JWT.&lt;/li&gt;
&lt;/ul&gt;

&lt;h5&gt;
  
  
  Session Hijacking Mitigations
&lt;/h5&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;em&gt;Use Secure Connections (HTTPS)&lt;/em&gt;: Secured connections over HTTPS ensures that data is encrypted in-transit between the client and the server.&lt;/li&gt;
&lt;li&gt;
&lt;em&gt;Use Secure Session Management&lt;/em&gt;: Ensure that cookies that store session IDs are marked with &lt;code&gt;Secure&lt;/code&gt; and &lt;code&gt;HttpOnly&lt;/code&gt; flags. Keep the session expiry limit low to reduce the hijacking window (a combination of access token cookie with short TTL and a refresh token with a longer TTL would be a good approach).&lt;/li&gt;
&lt;li&gt;
&lt;em&gt;Use Session Timeouts&lt;/em&gt;: Log out users automatically after a period of inactivity&lt;/li&gt;
&lt;li&gt;
&lt;em&gt;Use Unpredictable Session IDs&lt;/em&gt;: Ensure that session IDs are randomly generated, unique and unpredictable to minimize brute-force probability.&lt;/li&gt;
&lt;/ul&gt;

&lt;h4&gt;
  
  
  10. Cross-site Request Forgery (CSRF)
&lt;/h4&gt;

&lt;p&gt;As the name implies, a request is forged on behalf of a user. The attacker exploits the user's existing authenticated session to trick the application into performing actions on their behalf without their knowledge.&lt;/p&gt;

&lt;p&gt;There are 2 key factors that makes an application vulnerable to CSRF:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;The request parameters are predictable&lt;/li&gt;
&lt;li&gt;The application relies only on the session cookies to identify the requester, and the &lt;code&gt;SameSite&lt;/code&gt; attribute of the cookie is misconfigured. The value of &lt;code&gt;SameSite&lt;/code&gt; that provides the best protection against CSRF is &lt;code&gt;Strict&lt;/code&gt;, followed by &lt;code&gt;Lax&lt;/code&gt;. &lt;a href="https://web.dev/articles/samesite-cookies-explained" rel="noopener noreferrer"&gt;See&lt;/a&gt;
&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Example:&lt;/p&gt;

&lt;p&gt;Consider a hypothetical banking application vulnerable to CSRF attack. To transfer fund from account A to account B, the user needs to make the request below:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight http"&gt;&lt;code&gt;&lt;span class="nf"&gt;POST&lt;/span&gt; &lt;span class="nn"&gt;/transfer-funds&lt;/span&gt; &lt;span class="k"&gt;HTTP&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="m"&gt;1.1&lt;/span&gt;
&lt;span class="na"&gt;Host&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="s"&gt;example.com&lt;/span&gt;
&lt;span class="na"&gt;Content-Type&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="s"&gt;application/x-www-form-urlencoded&lt;/span&gt;
&lt;span class="na"&gt;Content-Length&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="s"&gt;48&lt;/span&gt;
&lt;span class="na"&gt;Cookie&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="s"&gt;session=WaT9lKmXYH8wJq4U7xP3rFv2BnNvG6eX&lt;/span&gt;

accountA=1234567890&amp;amp;accountB=0987654321&amp;amp;amount=100
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;An attacker can craft a webpage as shown below:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight html"&gt;&lt;code&gt;&lt;span class="nt"&gt;&amp;lt;html&lt;/span&gt; &lt;span class="na"&gt;lang=&lt;/span&gt;&lt;span class="s"&gt;"en"&lt;/span&gt;&lt;span class="nt"&gt;&amp;gt;&lt;/span&gt;
&lt;span class="nt"&gt;&amp;lt;body&amp;gt;&lt;/span&gt;
    &lt;span class="nt"&gt;&amp;lt;form&lt;/span&gt; &lt;span class="na"&gt;id=&lt;/span&gt;&lt;span class="s"&gt;"csrfForm"&lt;/span&gt; &lt;span class="na"&gt;action=&lt;/span&gt;&lt;span class="s"&gt;"https://example.com/transfer-funds"&lt;/span&gt; &lt;span class="na"&gt;method=&lt;/span&gt;&lt;span class="s"&gt;"POST"&lt;/span&gt;&lt;span class="nt"&gt;&amp;gt;&lt;/span&gt;
        &lt;span class="nt"&gt;&amp;lt;input&lt;/span&gt; &lt;span class="na"&gt;type=&lt;/span&gt;&lt;span class="s"&gt;"hidden"&lt;/span&gt; &lt;span class="na"&gt;name=&lt;/span&gt;&lt;span class="s"&gt;"accountA"&lt;/span&gt; &lt;span class="na"&gt;value=&lt;/span&gt;&lt;span class="s"&gt;"1234567890"&lt;/span&gt;&lt;span class="nt"&gt;&amp;gt;&lt;/span&gt;
        &lt;span class="nt"&gt;&amp;lt;input&lt;/span&gt; &lt;span class="na"&gt;type=&lt;/span&gt;&lt;span class="s"&gt;"hidden"&lt;/span&gt; &lt;span class="na"&gt;name=&lt;/span&gt;&lt;span class="s"&gt;"accountB"&lt;/span&gt; &lt;span class="na"&gt;value=&lt;/span&gt;&lt;span class="s"&gt;"0987654321"&lt;/span&gt;&lt;span class="nt"&gt;&amp;gt;&lt;/span&gt;
        &lt;span class="nt"&gt;&amp;lt;input&lt;/span&gt; &lt;span class="na"&gt;type=&lt;/span&gt;&lt;span class="s"&gt;"hidden"&lt;/span&gt; &lt;span class="na"&gt;name=&lt;/span&gt;&lt;span class="s"&gt;"amount"&lt;/span&gt; &lt;span class="na"&gt;value=&lt;/span&gt;&lt;span class="s"&gt;"100"&lt;/span&gt;&lt;span class="nt"&gt;&amp;gt;&lt;/span&gt;
    &lt;span class="nt"&gt;&amp;lt;/form&amp;gt;&lt;/span&gt;

    &lt;span class="nt"&gt;&amp;lt;script&amp;gt;&lt;/span&gt;
        &lt;span class="c1"&gt;// Automatically submit the form when the page loads&lt;/span&gt;
        &lt;span class="nb"&gt;document&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getElementById&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;csrfForm&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nf"&gt;submit&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
    &lt;span class="nt"&gt;&amp;lt;/script&amp;gt;&lt;/span&gt;
&lt;span class="nt"&gt;&amp;lt;/body&amp;gt;&lt;/span&gt;
&lt;span class="nt"&gt;&amp;lt;/html&amp;gt;&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Notice that the inputs are hidden and the form submits automatically on page load.&lt;/p&gt;

&lt;p&gt;The attacker can use similar methods as Reflected XSS to deliver the attack to the victim by crafting a link which when the victim clicks it executes the attack. If the victim is authenticated in the banking app on the same browser at the time of clicking the link, the session cookie is sent alongside the form data, and the attacker succeeds transferring fund from the victim's account to their designated account.&lt;/p&gt;

&lt;h5&gt;
  
  
  CSRF Mitigations
&lt;/h5&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;em&gt;Use CSRF Tokens&lt;/em&gt;: CSRF tokens are unique secrets that the server issues the client which the client must include with sensitive requests to the server. Instead of relying only on the session cookie, the CSRF tokens offers another layer of protection against CSRF attacks.&lt;/li&gt;
&lt;li&gt;
&lt;em&gt;Set SameSite Cookie Attribute&lt;/em&gt;: SameSite attribute defines the sites the browser can include a given cookie when requests are sent to them. While &lt;code&gt;Strict&lt;/code&gt; offers the best protection against CSRF, &lt;code&gt;Lax&lt;/code&gt; permits cross-site for less sensitive GET requests.&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Secure Coding Best Practices
&lt;/h3&gt;

&lt;p&gt;From the foregoing, it is apparent that a majority of the software vulnerabilities and the associated threats can be prevented at the point of writing the code. For each of the vulnerabilities considered, there were a few suggested mitigation strategies, and by applying those strategies, you are practising Secure Coding.&lt;/p&gt;

&lt;p&gt;Below are the summarized &lt;a href="https://owasp.org/www-project-developer-guide/release/appendices/implementation_dos_donts/secure_coding/" rel="noopener noreferrer"&gt;OWASP&lt;/a&gt; Secure Coding best practices:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Input Validation&lt;/strong&gt;: Validate all user inputs, including HTTP headers and database queries, to prevent SQL injection and XSS attacks. Implement input validation centrally and sanitize potentially harmful characters.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Authentication Security&lt;/strong&gt;: Centralize authentication, enforce HTTPS, use security-verified libraries, and validate authentication data securely. Avoid revealing specific authentication errors and enforce multi-factor authentication for sensitive accounts.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Server Authentication&lt;/strong&gt;: Ensure SSL/TLS usage with proper validation, avoid weak client authentication, and ensure secure handling of authentication credentials, including storing them in a secure location like Secrets Manager.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Password Management&lt;/strong&gt;: Enforce password complexity and length, hash and salt stored passwords, limit password reset attempts, and prevent password re-use. Disable &lt;code&gt;remember me&lt;/code&gt; functionality for password fields.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Authorization Controls&lt;/strong&gt;: Implement rule-based access control, enforce least privilege, re-authenticate users for critical operations, and prevent unauthorized access to sensitive URLs. Avoid including authorization information in query strings.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Session Management&lt;/strong&gt;: Use secure session management controls, ensure session identifiers are not exposed, and enforce session timeouts. Implement per-session strong tokens to prevent CSRF attacks and ensure secure logout procedures.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;JWT Security&lt;/strong&gt;: Use secure algorithms and key lengths, validate JWT tokens and fields, ensure secure communication via HTTPS, and frequently rotate keys. Avoid using the "none" algorithm and ensure the integrity of JWTs.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Output Encoding&lt;/strong&gt;: Encode all user-supplied data before outputting it to prevent XSS attacks. Use server-side encoding and sanitize all data, especially in unsafe contexts like JavaScript functions or URL handling.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Canonicalization&lt;/strong&gt;: Convert input data to a standard format, such as UTF-8, to prevent spoofing attacks. Ensure proper validation of URLs and parameters to avoid insecure direct object references.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;JSON Security&lt;/strong&gt;: Use application/json Content-Type, avoid eval() for parsing JSON, and ensure proper error handling for duplicate keys and numbers. Sanitize all data before serializing it to JSON to prevent JSON injection attacks.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Data Protection&lt;/strong&gt;: Encrypt data both in transit and at rest.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Handle all Errors and Exceptions&lt;/strong&gt;: Ensure that the application handles all error gracefully and that errors do not reveal too much information.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Implement Security Logging and Monitoring&lt;/strong&gt;: This ensures that problems are identified early enough, and also helps in troubleshooting the problems.&lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  More Resources
&lt;/h3&gt;

&lt;p&gt;&lt;a href="https://portswigger.net/web-security/nosql-injection" rel="noopener noreferrer"&gt;https://portswigger.net/web-security/nosql-injection&lt;/a&gt;&lt;br&gt;
&lt;a href="https://owasp.org/www-community/attacks/xss/" rel="noopener noreferrer"&gt;https://owasp.org/www-community/attacks/xss/&lt;/a&gt;&lt;br&gt;
&lt;a href="https://cheatsheetseries.owasp.org/cheatsheets/Cross_Site_Scripting_Prevention_Cheat_Sheet.html" rel="noopener noreferrer"&gt;OWASP XSS Prevention Cheat Sheet&lt;/a&gt;&lt;br&gt;
&lt;a href="https://portswigger.net/web-security/csrf" rel="noopener noreferrer"&gt;Cross-site request forgery (CSRF)&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://owasp.org/www-project-developer-guide/release/appendices/implementation_dos_donts/secure_coding/" rel="noopener noreferrer"&gt;OWASP Secure Coding&lt;/a&gt;&lt;/p&gt;

</description>
      <category>webdev</category>
      <category>security</category>
      <category>cybersecurity</category>
      <category>secdevops</category>
    </item>
    <item>
      <title>Build API with GraphQL, Node.js, and Sequelize</title>
      <dc:creator>Chinedu Orie</dc:creator>
      <pubDate>Thu, 01 Oct 2020 07:46:41 +0000</pubDate>
      <link>https://dev.to/nedsoft/build-api-with-graphql-node-js-and-sequelize-5e8e</link>
      <guid>https://dev.to/nedsoft/build-api-with-graphql-node-js-and-sequelize-5e8e</guid>
      <description>&lt;h2&gt;
  
  
  &lt;strong&gt;What is GraphQL?&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;Unlike the traditional RESTFUL architecture where an endpoint returns a set of data designated by the API whether you want it or not, GraphQL allows you to cherry-pick the exact data you want from what the API provides. &lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;Let's assume you want to access some items in a warehouse, there are two ways to achieve it: &lt;em&gt;METHOD A&lt;/em&gt; and &lt;em&gt;METHOD B&lt;/em&gt;. For each of the methods, you need the correct &lt;em&gt;Access key&lt;/em&gt; to access the items in the warehouse. With &lt;em&gt;METHOD A&lt;/em&gt;, you'll get a copy of the entire items in the warehouse and you would need to select what you actually need out of what you already received. With &lt;em&gt;METHOD B&lt;/em&gt;, you have the privilege to specify the exact items you need and will only be sent those items, you don't need the entire copy of the warehouse. &lt;em&gt;METHOD A&lt;/em&gt; is RESTFUL architecture while &lt;em&gt;METHOD B&lt;/em&gt; is graphQL.&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;Read more about GraphQL on the &lt;a href="https://graphql.org/" rel="noopener noreferrer"&gt;graphQL website&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;In this article, we'll focus on how to build an API using graphQL, Node.js, Sequelize, and PostgreSQL. We will build a simple blog API that has Users, Posts and Comments. A user should be able to authenticate (register, login and create a post, view posts, create comments and view comments.&lt;/p&gt;

&lt;h2&gt;
  
  
  &lt;strong&gt;Table of contents&lt;/strong&gt;
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;p&gt;Explanation of terms&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Schemas and Types&lt;/li&gt;
&lt;li&gt;Resolver&lt;/li&gt;
&lt;li&gt;Query and Mutation&lt;/li&gt;
&lt;li&gt;Context&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;li&gt;&lt;p&gt;Setup project and Install Dependencies&lt;/p&gt;&lt;/li&gt;

&lt;li&gt;&lt;p&gt;Create Database Migrations and Models using Sequelize&lt;/p&gt;&lt;/li&gt;

&lt;li&gt;

&lt;p&gt;Create GraphQL Schema for User, Post, and Comment&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;User Schema&lt;/li&gt;
&lt;li&gt;Post Schema&lt;/li&gt;
&lt;li&gt;Comment Schema&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;li&gt;

&lt;p&gt;Create Resolvers&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;User Resolver

&lt;ul&gt;
&lt;li&gt;Request Authentication&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;li&gt;Post Resolver&lt;/li&gt;

&lt;li&gt;Comment Resolver&lt;/li&gt;

&lt;/ul&gt;

&lt;/li&gt;

&lt;li&gt;&lt;p&gt;Conclusion&lt;/p&gt;&lt;/li&gt;

&lt;li&gt;&lt;p&gt;More Resources&lt;/p&gt;&lt;/li&gt;

&lt;li&gt;&lt;p&gt;What next?&lt;/p&gt;&lt;/li&gt;

&lt;/ul&gt;

&lt;h2&gt;
  
  
  Explanation of terms
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Schemas and Types&lt;/strong&gt;: &lt;em&gt;Schema&lt;/em&gt; defines the structure of the data that can be queried while &lt;em&gt;Type&lt;/em&gt; defines the format of the data like the data type we already know. Read more about &lt;a href="https://graphql.org/learn/schema/" rel="noopener noreferrer"&gt;Schemas and Types here&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Resolver&lt;/strong&gt;: A function on a GraphQL server that's responsible for fetching the data for a single field or the entire schema.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Query and Mutation&lt;/strong&gt;: These are special GraphQL Types. Query represents the GET request in REST API while Mutation represents POST, PUT, DELETE requests in REST API. Ream &lt;a href="https://graphql.org/learn/schema/#the-query-and-mutation-types" rel="noopener noreferrer"&gt;more&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Context&lt;/strong&gt;: Context is a global object in GraphQL. Data available in context is shared among all resolvers. &lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Keep those explanations in mind as we get ready to start coding things out.&lt;/p&gt;

&lt;p&gt;There are a number of libraries that implement GraphQL, in this article, I'll be using the &lt;a href="https://www.apollographql.com/docs/apollo-server/" rel="noopener noreferrer"&gt;Apollo GraphQL&lt;/a&gt;.&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;To follow along, clone the repository used in this article &lt;a href="https://github.com/nedssoft/graphql-node-sequelize" rel="noopener noreferrer"&gt;here&lt;/a&gt;&lt;/p&gt;
&lt;/blockquote&gt;

&lt;h2&gt;
  
  
  &lt;strong&gt;Setup project and Install Dependencies&lt;/strong&gt;
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;Open your terminal and create a folder for the project.&lt;/li&gt;
&lt;/ul&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;

$ mkdir graphql-node-sequelize &amp;amp;&amp;amp; cd graphql-node-sequelize

$ npm init -y


&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;ul&gt;
&lt;li&gt;Install dependencies&lt;/li&gt;
&lt;/ul&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;

$ npm install express graphql apollo-server-express bcryptjs core jsonwebtoken pg pg-hstore sequelize dotenv

$ npm install -D nodemon


&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;ul&gt;
&lt;li&gt;Setup Server&lt;/li&gt;
&lt;/ul&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;

$ mkdir api graphql 

$ cd graphql &amp;amp;&amp;amp; mkdir resolvers schemas context


&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;We create a folder for the server called &lt;code&gt;api&lt;/code&gt; and another one called graphql for housing &lt;code&gt;resolvers&lt;/code&gt;, &lt;code&gt;schemas&lt;/code&gt; and &lt;code&gt;context&lt;/code&gt;.&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;Note this structuring is completely my opinion and does not in any way mean a standard, feel free to structure your project the way you like.&lt;/p&gt;
&lt;/blockquote&gt;

&lt;ul&gt;
&lt;li&gt;Create root schema
In the schemas folder, create an &lt;code&gt;index.js&lt;/code&gt; file and copy the code below into it:&lt;/li&gt;
&lt;/ul&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

&lt;span class="c1"&gt;// graphql/schemas/index.js&lt;/span&gt;

&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;gql&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;apollo-server-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;rootType&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;gql&lt;/span&gt;&lt;span class="s2"&gt;`
 type Query {
     root: String
 }
 type Mutation {
     root: String
 }

`&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="nx"&gt;module&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;exports&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nx"&gt;rootType&lt;/span&gt;&lt;span class="p"&gt;];&lt;/span&gt;


&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;ul&gt;
&lt;li&gt;Create root resolver
In the resolvers folder, create an &lt;code&gt;index.js&lt;/code&gt; file and copy the code below into it:&lt;/li&gt;
&lt;/ul&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

&lt;span class="c1"&gt;// graphql/resolvers/index.js&lt;/span&gt;

&lt;span class="nx"&gt;module&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;exports&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[];&lt;/span&gt;


&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;ul&gt;
&lt;li&gt;Create the context
In the context folder, create an &lt;code&gt;index.js&lt;/code&gt; file and copy the code below into it:&lt;/li&gt;
&lt;/ul&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

&lt;span class="c1"&gt;// graphql/context/index.js&lt;/span&gt;

&lt;span class="nx"&gt;module&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;exports&lt;/span&gt; &lt;span class="o"&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="o"&gt;=&amp;gt;&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="p"&gt;};&lt;/span&gt;


&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;ul&gt;
&lt;li&gt;Create server
In the &lt;code&gt;api&lt;/code&gt; folder, create a &lt;code&gt;server.js&lt;/code&gt; file and copy the code below into it:&lt;/li&gt;
&lt;/ul&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

&lt;span class="c1"&gt;// api/server.js&lt;/span&gt;

&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;express&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&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="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;createServer&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;http&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="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;ApolloServer&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;apollo-server-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;cors&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;cors&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;typeDefs&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;../graphql/schemas&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;resolvers&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;../graphql/resolvers&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;context&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;../graphql/context&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="nx"&gt;app&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;use&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nf"&gt;cors&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;apolloServer&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;ApolloServer&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt;
  &lt;span class="nx"&gt;typeDefs&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
  &lt;span class="nx"&gt;resolvers&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
  &lt;span class="nx"&gt;context&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
  &lt;span class="na"&gt;introspection&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="kc"&gt;true&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
  &lt;span class="na"&gt;playground&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="na"&gt;settings&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;schema.polling.enable&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="kc"&gt;false&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;span class="nx"&gt;apolloServer&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;applyMiddleware&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="na"&gt;path&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;/api&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;server&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;createServer&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="nx"&gt;module&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;exports&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;server&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;


&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;Next up, create an &lt;code&gt;index.js&lt;/code&gt; file at the root of the project folder and add the code below into it:&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

&lt;span class="c1"&gt;// ./index.js&lt;/span&gt;

&lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;dotenv&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nf"&gt;config&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;server&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;./api/server&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;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;3301&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="nx"&gt;process&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;on&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;uncaughtException&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;err&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;error&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="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;Date&lt;/span&gt;&lt;span class="p"&gt;()).&lt;/span&gt;&lt;span class="nf"&gt;toUTCString&lt;/span&gt;&lt;span class="p"&gt;()}&lt;/span&gt;&lt;span class="s2"&gt; uncaughtException:`&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;err&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
  &lt;span class="nx"&gt;process&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;exit&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="p"&gt;});&lt;/span&gt;

&lt;span class="nx"&gt;process&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;on&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;unhandledRejection&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;err&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;error&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="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;Date&lt;/span&gt;&lt;span class="p"&gt;()).&lt;/span&gt;&lt;span class="nf"&gt;toUTCString&lt;/span&gt;&lt;span class="p"&gt;()}&lt;/span&gt;&lt;span class="s2"&gt; unhandledRejection:`&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;err&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="p"&gt;});&lt;/span&gt;


&lt;span class="nx"&gt;server&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="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 ready at 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;/api`&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;Let's add start scripts to the &lt;code&gt;package.json&lt;/code&gt;&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight json"&gt;&lt;code&gt;&lt;span class="w"&gt;

&lt;/span&gt;&lt;span class="err"&gt;...&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&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;"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 index.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;"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 index.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;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;Now, we are set to start the server&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;

$ nm run dev

🚀 Server ready at http://localhost:3301/api


&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;When you visit &lt;code&gt;http://localhost:3301/api&lt;/code&gt; you'd see the playground as shown by the screenshot below:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fres.cloudinary.com%2Fdrjpxke9z%2Fimage%2Fupload%2Fv1593354624%2Ftutorials%2FScreenshot_2020-06-15_at_20.04.32.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fres.cloudinary.com%2Fdrjpxke9z%2Fimage%2Fupload%2Fv1593354624%2Ftutorials%2FScreenshot_2020-06-15_at_20.04.32.png" alt="GraphQL playground for the API"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;The playground is a GUI for testing the GraphQL API. It also contains the documentation and the schema for the API.&lt;/p&gt;

&lt;h2&gt;
  
  
  &lt;strong&gt;Create Database Migrations and Models using Sequelize&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;The database schema diagram is shown below:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fres.cloudinary.com%2Fdrjpxke9z%2Fimage%2Fupload%2Fv1593354444%2Ftutorials%2FScreenshot_2020-06-15_at_20.38.02.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fres.cloudinary.com%2Fdrjpxke9z%2Fimage%2Fupload%2Fv1593354444%2Ftutorials%2FScreenshot_2020-06-15_at_20.38.02.png" alt="Database schema diagram"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;If you are new to Sequelize, you could checkout this &lt;a href="https://www.oriechinedu.com/posts/getting-started-with-sequelize-and-postgres/" rel="noopener noreferrer"&gt;article&lt;/a&gt; on getting started with Sequelize&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Create &lt;code&gt;.sequelizerc&lt;/code&gt; file
```
&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;$ touch .sequelizerc&lt;/p&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;- Copy the code below into the `.sequelizerc` file

&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;// ./sequelizerc&lt;/p&gt;

&lt;p&gt;const path = require('path');&lt;/p&gt;

&lt;p&gt;module.exports = {&lt;br&gt;
  "config": path.resolve('./database/config', 'config.js'),&lt;br&gt;
  "models-path": path.resolve('./database/models'),&lt;br&gt;
  "seeders-path": path.resolve('./database/seeders'),&lt;br&gt;
  "migrations-path": path.resolve('./database/migrations')&lt;br&gt;
};&lt;/p&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;Next up, run the command below:

&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;$ npx sequelize-cli init&lt;/p&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;The command above will create a `database` folder containing the migrations, models, seeds, and config folders.

We need to make a few changes to the `config/config.js` and `models/index.js` files as follows.

```js


// database/config/config.js

require('dotenv').config();

module.exports = {
  development: {
    username: 'root',
    password: null,
    database: 'database_development',
    host: '127.0.0.1',
    dialect: 'postgres',
    use_env_variable: 'DEV_DATABASE_URL',
  },
  test: {
    username: 'root',
    password: null,
    database: 'database_test',
    host: '127.0.0.1',
    dialect: 'postgres',
    host: '127.0.0.1',
    dialect: 'postgres',
    use_env_variable: 'TEST_DATABASE_URL',
  },
  production: {
    username: 'root',
    password: null,
    database: 'database_production',
    host: '127.0.0.1',
    dialect: 'postgres',
    host: '127.0.0.1',
    dialect: 'postgres',
    use_env_variable: 'DATABASE_URL',
  },
};



&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;
&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

&lt;span class="c1"&gt;// database/models/index.js&lt;/span&gt;

&lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;dotenv&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nf"&gt;config&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;fs&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;fs&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;path&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;path&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;Sequelize&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;sequelize&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;basename&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;path&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;basename&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="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;env&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;NODE_ENV&lt;/span&gt; &lt;span class="o"&gt;||&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;development&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;config&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;../config/config&lt;/span&gt;&lt;span class="dl"&gt;'&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="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;db&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{};&lt;/span&gt;

&lt;span class="kd"&gt;let&lt;/span&gt; &lt;span class="nx"&gt;sequelize&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;if &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;config&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;use_env_variable&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;sequelize&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;Sequelize&lt;/span&gt;&lt;span class="p"&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;config&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;use_env_variable&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="nx"&gt;config&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;else&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;sequelize&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;Sequelize&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
    &lt;span class="nx"&gt;config&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;database&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
    &lt;span class="nx"&gt;config&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;username&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
    &lt;span class="nx"&gt;config&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;password&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
    &lt;span class="nx"&gt;config&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;fs&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;readdirSync&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;__dirname&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
  &lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;filter&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="nx"&gt;file&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;file&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;indexOf&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="o"&gt;!==&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt; &lt;span class="o"&gt;&amp;amp;&amp;amp;&lt;/span&gt; &lt;span class="nx"&gt;file&lt;/span&gt; &lt;span class="o"&gt;!==&lt;/span&gt; &lt;span class="nx"&gt;basename&lt;/span&gt; &lt;span class="o"&gt;&amp;amp;&amp;amp;&lt;/span&gt; &lt;span class="nx"&gt;file&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;slice&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;===&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;.js&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="nf"&gt;forEach&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="nx"&gt;file&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="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;model&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;sequelize&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;path&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;join&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;__dirname&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;file&lt;/span&gt;&lt;span class="p"&gt;));&lt;/span&gt;
    &lt;span class="nx"&gt;db&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nx"&gt;model&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="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;model&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
  &lt;span class="p"&gt;});&lt;/span&gt;

&lt;span class="nb"&gt;Object&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;keys&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;db&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nf"&gt;forEach&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="nx"&gt;modelName&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="k"&gt;if &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;db&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nx"&gt;modelName&lt;/span&gt;&lt;span class="p"&gt;].&lt;/span&gt;&lt;span class="nx"&gt;associate&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;db&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nx"&gt;modelName&lt;/span&gt;&lt;span class="p"&gt;].&lt;/span&gt;&lt;span class="nf"&gt;associate&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;db&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;db&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;sequelize&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;sequelize&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="nx"&gt;db&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;Sequelize&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;Sequelize&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="nx"&gt;module&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;exports&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;db&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;



&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;Remember to replace the database name with your database name. If you are using postgres connection string, you could pass the &lt;code&gt;env&lt;/code&gt; name of the connection string to &lt;code&gt;use_env_variable&lt;/code&gt;.&lt;/p&gt;

&lt;p&gt;Next run the command below to generate the migrations for the database schema:&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;

$ npx sequelize-cli model:generate --name User --attributes name:string,email:string,password:string

$ npx sequelize-cli model:generate --name Post --attributes title:string,content:text,userId:integer

$ npx sequelize-cli model:generate --name Comment --attributes content:text,userId:integer,postId:integer


&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;Let's add the foreign key constraints to the &lt;code&gt;userId&lt;/code&gt; and &lt;code&gt;postId&lt;/code&gt; in Posts and Comments migrations:&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

&lt;span class="p"&gt;...&lt;/span&gt;
&lt;span class="nx"&gt;userId&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="nl"&gt;type&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;Sequelize&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;INTEGER&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
        &lt;span class="nx"&gt;references&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
          &lt;span class="nl"&gt;model&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
            &lt;span class="na"&gt;tableName&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Users&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;key&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;id&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 javascript"&gt;&lt;code&gt;

&lt;span class="p"&gt;...&lt;/span&gt;
&lt;span class="nx"&gt;postId&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="nl"&gt;type&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;Sequelize&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;INTEGER&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
        &lt;span class="nx"&gt;references&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
          &lt;span class="nl"&gt;model&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
            &lt;span class="na"&gt;tableName&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Posts&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;key&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;id&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;p&gt;Next up, let's define the relationships between the models, edit the models as shown below:&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

&lt;span class="c1"&gt;// database/models/user.js&lt;/span&gt;


&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;bcrypt&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;bcryptjs&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

&lt;span class="nx"&gt;module&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;exports&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;sequelize&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;DataTypes&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="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;User&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;sequelize&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;define&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
    &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;User&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="na"&gt;name&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;DataTypes&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="na"&gt;email&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;DataTypes&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="na"&gt;password&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;DataTypes&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;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="na"&gt;defaultScope&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="na"&gt;rawAttributes&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="na"&gt;exclude&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;password&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;span class="p"&gt;);&lt;/span&gt;

  &lt;span class="nx"&gt;User&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;beforeCreate&lt;/span&gt;&lt;span class="p"&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;user&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;user&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;password&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;user&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;generatePasswordHash&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
  &lt;span class="p"&gt;});&lt;/span&gt;
  &lt;span class="nx"&gt;User&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;prototype&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;generatePasswordHash&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;function &lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="k"&gt;if &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;this&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;password&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nx"&gt;bcrypt&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;hash&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;this&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;password&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;10&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;User&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;associate&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;function &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;models&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="c1"&gt;// associations can be defined here&lt;/span&gt;
    &lt;span class="nx"&gt;User&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;hasMany&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;models&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;Post&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="na"&gt;foreignKey&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;userId&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="na"&gt;as&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;posts&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="k"&gt;return&lt;/span&gt; &lt;span class="nx"&gt;User&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;Do you understand what's going on in the code snippet above? &lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Defined the many-to-many relationship between &lt;code&gt;User&lt;/code&gt; and &lt;code&gt;Post&lt;/code&gt;. A user has many posts.&lt;/li&gt;
&lt;li&gt;Added the &lt;code&gt;defaultScope&lt;/code&gt; options to ensure that the password is not returned as part of the JSON result when the User model is queried.&lt;/li&gt;
&lt;li&gt;Added &lt;code&gt;beforeCreate&lt;/code&gt; hook which automatically hashes the password using bcrypt.js under the hood&lt;/li&gt;
&lt;/ul&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

&lt;span class="c1"&gt;// database/models/post.js&lt;/span&gt;

&lt;span class="nx"&gt;module&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;exports&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;sequelize&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;DataTypes&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="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;Post&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;sequelize&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;define&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
    &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Post&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="na"&gt;title&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;DataTypes&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="na"&gt;content&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;DataTypes&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;TEXT&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="na"&gt;userId&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;DataTypes&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;INTEGER&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;span class="nx"&gt;Post&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;associate&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;function &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;models&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="c1"&gt;// associations can be defined here&lt;/span&gt;
    &lt;span class="nx"&gt;Post&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;belongsTo&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;models&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;User&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="na"&gt;foreignKey&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;userId&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="na"&gt;as&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;author&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt; &lt;span class="p"&gt;});&lt;/span&gt;
    &lt;span class="nx"&gt;Post&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;hasMany&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;models&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;Comment&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="na"&gt;foreignKey&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;postId&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="na"&gt;as&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;comments&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="k"&gt;return&lt;/span&gt; &lt;span class="nx"&gt;Post&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 javascript"&gt;&lt;code&gt;

&lt;span class="c1"&gt;// database/models/comment.js&lt;/span&gt;

&lt;span class="nx"&gt;module&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;exports&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;sequelize&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;DataTypes&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="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;Comment&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;sequelize&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;define&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
    &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Comment&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="na"&gt;content&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;DataTypes&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;TEXT&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="na"&gt;userId&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;DataTypes&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;INTEGER&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="na"&gt;postId&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;DataTypes&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;INTEGER&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;span class="nx"&gt;Comment&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;associate&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;function &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;models&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;Comment&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;belongsTo&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;models&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;User&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="na"&gt;foreignKey&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;userId&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="na"&gt;as&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;author&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt; &lt;span class="p"&gt;});&lt;/span&gt;
    &lt;span class="nx"&gt;Comment&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;belongsTo&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;models&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;Post&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="na"&gt;foreignKey&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;postId&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="na"&gt;as&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;post&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="k"&gt;return&lt;/span&gt; &lt;span class="nx"&gt;Comment&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;Now that we have defined the models relationships, we'll be able to use Sequelize &lt;a href="https://sequelize.org/master/manual/assocs.html" rel="noopener noreferrer"&gt;mixins&lt;/a&gt; for example, &lt;code&gt;post.getAuthor()&lt;/code&gt;, &lt;code&gt;user.getPosts()&lt;/code&gt; etc.&lt;/p&gt;

&lt;p&gt;If you've created the database and provided the config credentials, it's time to run migration:&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;

$ npx sequelize-cli db:migrate


&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;
&lt;h2&gt;
  
  
  &lt;strong&gt;Create GraphQL Schema for User, Post, and Comment&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;User Schema&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Create a file named &lt;code&gt;user.js&lt;/code&gt; in the schemas folder and copy the code below into it:&lt;/p&gt;
&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

&lt;span class="c1"&gt;// graphql/schema/user.js&lt;/span&gt;

&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;gql&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;apollo-server-express&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

&lt;span class="nx"&gt;module&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;exports&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;gql&lt;/span&gt;&lt;span class="s2"&gt;`

 type User {
     id: Int!
     name: String!
     email: String!
     password: String!
     posts: [Post!]
 }

 extend type Mutation {
     register(input: RegisterInput!): RegisterResponse
     login(input: LoginInput!): LoginResponse
 }

 type RegisterResponse {
    id: Int!
    name: String!
    email: String!
 }

 input RegisterInput {
     name: String!
     email: String!
     password: String!
 }

input LoginInput {
     email: String!
     password: String!
 }

  type LoginResponse {
    id: Int!
    name: String!
    email: String!
    token: String!
 }
`&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;


&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;&lt;em&gt;What's going on in the snippet above?&lt;/em&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;We created a &lt;code&gt;type&lt;/code&gt; User, and made all the fields required using the bang &lt;code&gt;!&lt;/code&gt;
&lt;/li&gt;
&lt;li&gt;In the User type, we added a field &lt;code&gt;posts&lt;/code&gt; which returns type Post, this makes it possible for us to query the posts created by a user&lt;/li&gt;
&lt;li&gt;
&lt;code&gt;[Post!]&lt;/code&gt; means that it's okay for a user not to have a post, but if she/he does have, it must be of type Post&lt;/li&gt;
&lt;li&gt;We defined two mutations, register, and login, these serve as the register and login endpoints respectively&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Post Schema&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Create &lt;code&gt;post.js&lt;/code&gt; file in &lt;code&gt;schemas&lt;/code&gt; and copy the code below into it:&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

&lt;span class="c1"&gt;// graphql/schemas/post.js&lt;/span&gt;

&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;gql&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;apollo-server-express&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

&lt;span class="nx"&gt;module&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;exports&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;gql&lt;/span&gt;&lt;span class="s2"&gt;`

 type Post {
     id: Int!
     title: String!
     content: String!
     author: User!
     comments: [Comment!]
     createdAt: String

 }

extend type Query {
    getAllPosts: [Post!]
    getSinglePost(postId: Int!): Post
}

 extend type Mutation {
     createPost(title: String!, content: String!): CreatePostResponse
 }

 type CreatePostResponse {
    id: Int!
    title: String!
    content: String!
    createdAt: String!
 }

`&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;


&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;Again, we created type Post. This time we added two queries for fetching all posts and a single post and another mutation for creating a new post.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Comment Schema&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Create &lt;code&gt;comment.js&lt;/code&gt; file in &lt;code&gt;schemas&lt;/code&gt; and copy the code below into it:&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

&lt;span class="c1"&gt;// graphql/schemas/comment.js&lt;/span&gt;

&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;gql&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;apollo-server-express&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

&lt;span class="nx"&gt;module&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;exports&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;gql&lt;/span&gt;&lt;span class="s2"&gt;`

 type Comment {
     id: Int!
     content: String!
     author: User!
     post: Post!
     createdAt: String

 }

 extend type Mutation {
     createComment(content: String!, postId: Int!): CreateCommentResponse
 }

 type CreateCommentResponse {
    id: Int!
    content: String!
    createdAt: String!
 }

`&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;


&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;Notice that the Comment type has post and author which return type Post and User respectively.&lt;/p&gt;

&lt;p&gt;Lastly, let's update the root schema, update the &lt;code&gt;schemas/index.js&lt;/code&gt; as shown below:&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

&lt;span class="c1"&gt;// graphql/schemas/index.js&lt;/span&gt;

&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;gql&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;apollo-server-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;userType&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;./user&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;postType&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;./post&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;commentType&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;./comment&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;rootType&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;gql&lt;/span&gt;&lt;span class="s2"&gt;`
 type Query {
     root: String
 }
 type Mutation {
     root: String
 }

`&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="nx"&gt;module&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;exports&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nx"&gt;rootType&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;userType&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;postType&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;commentType&lt;/span&gt;&lt;span class="p"&gt;];&lt;/span&gt;


&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;Next up, we will create the resolvers for the schemas.&lt;/p&gt;

&lt;h2&gt;
  
  
  &lt;strong&gt;Create Resolvers&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;First off, let's look at the structure of a resolver function.&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

 &lt;span class="nf"&gt;register&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;root&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;args&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;context&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;info&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;p&gt;The above snippet defines a resolver named &lt;code&gt;register&lt;/code&gt;. A resolver function takes four arguments:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;root&lt;/strong&gt;: This is the result of the parent resolver. We'll see the application later.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;args&lt;/strong&gt;: The arguments or data provided by the graphQL query. This can be seen as the request payload in REST API.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;context&lt;/strong&gt;: An object available to all resolvers. Any data that should be globally accessible to all resolvers are placed in the context. For example, we can pass the Sequelize models to the context.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;info&lt;/strong&gt;: An &lt;a href="https://graphql.org/graphql-js/type/#graphqlobjecttype" rel="noopener noreferrer"&gt;object&lt;/a&gt; which contains specific information to the correct query. This is only useful is advanced cases.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Now that we have understood what a resolver is, let us create the resolvers for User schema.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;User Resolver&lt;/strong&gt;&lt;br&gt;
Let us create resolvers for &lt;code&gt;register&lt;/code&gt; and &lt;code&gt;login&lt;/code&gt; mutations in the User schema. Create a new file &lt;code&gt;user.js&lt;/code&gt; in the resolvers folder and copy the following code into it:&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

&lt;span class="c1"&gt;// graphql/resolvers/user.js&lt;/span&gt;

&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;jwt&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;jsonwebtoken&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;bcrypt&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;bcryptjs&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="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;AuthenticationError&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;apollo-server-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="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;User&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;../../database/models&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

&lt;span class="nx"&gt;module&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;exports&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="na"&gt;Mutation&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="k"&gt;async&lt;/span&gt; &lt;span class="nf"&gt;register&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;root&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;args&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;context&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="kd"&gt;const&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="nx"&gt;email&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;password&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;args&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;input&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
      &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nx"&gt;User&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;create&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="nx"&gt;email&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;password&lt;/span&gt; &lt;span class="p"&gt;});&lt;/span&gt;
    &lt;span class="p"&gt;},&lt;/span&gt;

    &lt;span class="k"&gt;async&lt;/span&gt; &lt;span class="nf"&gt;login&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;root&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;input&lt;/span&gt; &lt;span class="p"&gt;},&lt;/span&gt; &lt;span class="nx"&gt;context&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;email&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;password&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;input&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;user&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;User&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;findOne&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt; &lt;span class="na"&gt;where&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;email&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="p"&gt;});&lt;/span&gt;
      &lt;span class="k"&gt;if &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;user&lt;/span&gt; &lt;span class="o"&gt;&amp;amp;&amp;amp;&lt;/span&gt; &lt;span class="nx"&gt;bcrypt&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;compareSync&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;password&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;user&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;password&lt;/span&gt;&lt;span class="p"&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;token&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;jwt&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;sign&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt; &lt;span class="na"&gt;id&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;user&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="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;mySecret&lt;/span&gt;&lt;span class="dl"&gt;'&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="p"&gt;...&lt;/span&gt;&lt;span class="nx"&gt;user&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;toJSON&lt;/span&gt;&lt;span class="p"&gt;(),&lt;/span&gt; &lt;span class="nx"&gt;token&lt;/span&gt; &lt;span class="p"&gt;};&lt;/span&gt;
      &lt;span class="p"&gt;}&lt;/span&gt;
      &lt;span class="k"&gt;throw&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;AuthenticationError&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Invalid credentials&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;p&gt;In the register resolver, we extracted the payload from the args object and created the new user using the User model. In the &lt;code&gt;login&lt;/code&gt;, we authenticate the user and return the user alongside a JSON web token if the correct credentials are provided else an Authentication error is thrown.&lt;/p&gt;

&lt;p&gt;Note: The snippet above is for demo purposes and not advisable to be used in production. In a real application, you'd want to validate the inputs, store the JWT secret in the &lt;code&gt;.env&lt;/code&gt;, and observe other security best practices.&lt;/p&gt;

&lt;p&gt;Now, when you test the mutations (endpoints) on the playground, you'll get similar results as shown in the screenshots below:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fres.cloudinary.com%2Fdrjpxke9z%2Fimage%2Fupload%2Fv1593946783%2Ftutorials%2FScreenshot_2020-07-05_at_11.51.02.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fres.cloudinary.com%2Fdrjpxke9z%2Fimage%2Fupload%2Fv1593946783%2Ftutorials%2FScreenshot_2020-07-05_at_11.51.02.png" alt="register mutation test result on graphql playground"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fres.cloudinary.com%2Fdrjpxke9z%2Fimage%2Fupload%2Fv1593354598%2Ftutorials%2FScreenshot_2020-06-27_at_12.15.04.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fres.cloudinary.com%2Fdrjpxke9z%2Fimage%2Fupload%2Fv1593354598%2Ftutorials%2FScreenshot_2020-06-27_at_12.15.04.png" alt="login mutation test result on graphql playground"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;The graphQL query for the screenshots above can be found in query.graphql included in the article &lt;a href="https://github.com/nedssoft/graphql-node-sequelize" rel="noopener noreferrer"&gt;repository&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Request Authentication&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Before we create the Post resolvers, we need to device a means of authenticating the requests. We want to add a function that checks if the request headers contain an authorization token.&lt;/p&gt;

&lt;p&gt;Edit the &lt;code&gt;graphql/context/index.js&lt;/code&gt; as follows:&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

&lt;span class="c1"&gt;// graphql/context/index.js&lt;/span&gt;

&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;User&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;../../database/models&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;jwt&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;jsonwebtoken&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="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;AuthenticationError&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;apollo-server-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;verifyToken&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;token&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="k"&gt;try&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="k"&gt;if &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;!&lt;/span&gt;&lt;span class="nx"&gt;token&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="kc"&gt;null&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
    &lt;span class="kd"&gt;const&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="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;jwt&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;verify&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;token&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;mySecret&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;user&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;User&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;findByPk&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="k"&gt;return&lt;/span&gt; &lt;span class="nx"&gt;user&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;catch &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;error&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="k"&gt;throw&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;AuthenticationError&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;error&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;message&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;module&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;exports&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;req&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="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;token&lt;/span&gt; &lt;span class="o"&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;headers&lt;/span&gt; &lt;span class="o"&gt;&amp;amp;&amp;amp;&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;headers&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;authorization&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;||&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;user&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nf"&gt;verifyToken&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;token&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="nx"&gt;user&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;Looking at the snippet above, we created a helper function &lt;code&gt;verifyToken&lt;/code&gt; which verifies the token and returns the user whose id is encoded in the token. In the context function, we checked for the authorization in the request headers, if there's a token, we decode it, and pass the &lt;code&gt;user&lt;/code&gt; object to the context. Now, we can check for the &lt;code&gt;user&lt;/code&gt; object in the context to determine if the request is authenticated. &lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Post Resolver&lt;/strong&gt;&lt;br&gt;
First, let's create the &lt;code&gt;createPost&lt;/code&gt; resolver. Create a new file &lt;code&gt;post.js&lt;/code&gt; in &lt;code&gt;graphql/resolvers&lt;/code&gt; and copy the code below into it:&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

&lt;span class="c1"&gt;// graphql/resolvers/post.js&lt;/span&gt;

&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;Post&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;../../database/models&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="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;AuthenticationError&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;apollo-server-express&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

&lt;span class="nx"&gt;module&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;exports&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="na"&gt;Mutation&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="k"&gt;async&lt;/span&gt; &lt;span class="nf"&gt;createPost&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&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;content&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;title&lt;/span&gt; &lt;span class="p"&gt;},&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;user&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="kc"&gt;null&lt;/span&gt; &lt;span class="p"&gt;})&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="k"&gt;if &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;!&lt;/span&gt;&lt;span class="nx"&gt;user&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="k"&gt;throw&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;AuthenticationError&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;You must login to create a post&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="k"&gt;return&lt;/span&gt; &lt;span class="nx"&gt;Post&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;create&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt;
        &lt;span class="na"&gt;userId&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;user&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;content&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
        &lt;span class="nx"&gt;title&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;span class="p"&gt;};&lt;/span&gt;



&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;We destructured the args object to get the content and title from the request. Likewise, we destructured the context to get the request user, if user is null it means the request is not authenticated.  The screenshot below shows the result when tested on the playground.&lt;br&gt;
&lt;a href="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fres.cloudinary.com%2Fdrjpxke9z%2Fimage%2Fupload%2Fv1593354609%2Ftutorials%2FScreenshot_2020-06-27_at_14.49.13.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fres.cloudinary.com%2Fdrjpxke9z%2Fimage%2Fupload%2Fv1593354609%2Ftutorials%2FScreenshot_2020-06-27_at_14.49.13.png" alt="createPost resolver on playground"&gt;&lt;/a&gt;&lt;br&gt;
Looking closely at the screenshot above, you'll see how the authorization was added. To add authorization header in the graphQL playground, go to the bottom of the playground, click the &lt;code&gt;HTTP HEADERS&lt;/code&gt; and add the authorizations as shown below:&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight json"&gt;&lt;code&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;"Authorization"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"your-json-web-token"&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;p&gt;You can get the token via the &lt;code&gt;login&lt;/code&gt; mutation we created earlier.&lt;/p&gt;

&lt;p&gt;Next up, let's create resolvers for &lt;code&gt;getAllPosts&lt;/code&gt; and &lt;code&gt;getSinglePost&lt;/code&gt;. Edit the &lt;code&gt;post.js&lt;/code&gt; as follows:&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

&lt;span class="c1"&gt;// graphql/resolvers/post.js&lt;/span&gt;

&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;Post&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;../../database/models&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="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;AuthenticationError&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;apollo-server-express&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

&lt;span class="nx"&gt;module&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;exports&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="na"&gt;Mutation&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="k"&gt;async&lt;/span&gt; &lt;span class="nf"&gt;createPost&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&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;content&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;title&lt;/span&gt; &lt;span class="p"&gt;},&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;user&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="kc"&gt;null&lt;/span&gt; &lt;span class="p"&gt;})&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="k"&gt;if &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;!&lt;/span&gt;&lt;span class="nx"&gt;user&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="k"&gt;throw&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;AuthenticationError&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;You must login to create a post&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="k"&gt;return&lt;/span&gt; &lt;span class="nx"&gt;Post&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;create&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt;
        &lt;span class="na"&gt;userId&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;user&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;content&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
        &lt;span class="nx"&gt;title&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;span class="na"&gt;Query&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="k"&gt;async&lt;/span&gt; &lt;span class="nf"&gt;getAllPosts&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;root&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;args&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;context&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nx"&gt;Post&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;findAll&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
    &lt;span class="p"&gt;},&lt;/span&gt;
    &lt;span class="k"&gt;async&lt;/span&gt; &lt;span class="nf"&gt;getSinglePost&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&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;postId&lt;/span&gt; &lt;span class="p"&gt;},&lt;/span&gt; &lt;span class="nx"&gt;context&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nx"&gt;Post&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;findByPk&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;postId&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="na"&gt;Post&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nf"&gt;author&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;post&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nx"&gt;post&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getAuthor&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
    &lt;span class="p"&gt;},&lt;/span&gt;

    &lt;span class="nf"&gt;comments&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;post&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nx"&gt;post&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getComments&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;p&gt;Notice that we added a resolver for Post itself, in the Post schema we have &lt;code&gt;author&lt;/code&gt; and &lt;code&gt;comments&lt;/code&gt;. Here we made use of the root object which is &lt;code&gt;post&lt;/code&gt; in this case. GraphQL implicitly resolves the Post to the result of the Post query passing the post object as the root object. We then made use of Sequelize &lt;a href="https://sequelize.org/master/manual/assocs.html" rel="noopener noreferrer"&gt;mixin&lt;/a&gt; to return the related author and comments for the Post.&lt;/p&gt;

&lt;p&gt;Let's test the &lt;code&gt;getAllPosts&lt;/code&gt; query. You can add the sample query below on the playground.&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

&lt;span class="nx"&gt;query&lt;/span&gt; &lt;span class="nx"&gt;allPosts&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;getAllPosts&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;title&lt;/span&gt;
    &lt;span class="nx"&gt;content&lt;/span&gt;
    &lt;span class="nx"&gt;author&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;name&lt;/span&gt;
    &lt;span class="p"&gt;}&lt;/span&gt;
    &lt;span class="nx"&gt;comments&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;content&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;p&gt;The response of the query above is shown below:&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight json"&gt;&lt;code&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;"data"&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;"getAllPosts"&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="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="nl"&gt;"id"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="nl"&gt;"title"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"New post"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="nl"&gt;"content"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"New post content"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="nl"&gt;"author"&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;"id"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
          &lt;/span&gt;&lt;span class="nl"&gt;"name"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"test"&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;"comments"&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="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="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;p&gt;Looking at the response, the query returned the single post in the database alongside the author of the post, and an empty array for comments since the post has no comments yet.&lt;/p&gt;

&lt;p&gt;In the same manner, the query below shows how we can query for a single post.&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

&lt;span class="nx"&gt;query&lt;/span&gt; &lt;span class="nx"&gt;singlePost&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nf"&gt;getSinglePost&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;postId&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&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;title&lt;/span&gt;
    &lt;span class="nx"&gt;content&lt;/span&gt;
    &lt;span class="nx"&gt;author&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="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;It's up to you to define your query according to your need.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Comment Resolver&lt;/strong&gt;&lt;br&gt;
In the Comment schema, we have a &lt;code&gt;createComment&lt;/code&gt; mutation, let's create a resolver for it. &lt;br&gt;
Copy the snippet below into &lt;code&gt;graphql/resolvers/comment.js&lt;/code&gt;:&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

&lt;span class="c1"&gt;// graphql/resolvers/comment.js&lt;/span&gt;

&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;Post&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;../../database/models&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="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;AuthenticationError&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;ApolloError&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;apollo-server-express&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

&lt;span class="nx"&gt;module&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;exports&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="na"&gt;Mutation&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="k"&gt;async&lt;/span&gt; &lt;span class="nf"&gt;createComment&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&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;content&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;postId&lt;/span&gt; &lt;span class="p"&gt;},&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;user&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="kc"&gt;null&lt;/span&gt; &lt;span class="p"&gt;})&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="k"&gt;if &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;!&lt;/span&gt;&lt;span class="nx"&gt;user&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="k"&gt;throw&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;AuthenticationError&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;You must login to create a comment&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="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;post&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;Post&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;findByPk&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;postId&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

      &lt;span class="k"&gt;if &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;post&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nx"&gt;post&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;createComment&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt; &lt;span class="nx"&gt;content&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="na"&gt;userId&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;user&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="p"&gt;}&lt;/span&gt;
      &lt;span class="k"&gt;throw&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;ApolloError&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Unable to create a comment&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="na"&gt;Comment&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nf"&gt;author&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;comment&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nx"&gt;comment&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getAuthor&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
    &lt;span class="p"&gt;},&lt;/span&gt;
    &lt;span class="nf"&gt;post&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;comment&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nx"&gt;comment&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getPost&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;p&gt;Similar to the post resolver, we ensured that only authenticated users can create a comment, and also we ensured that the post exists by first retrieving the post and then using the relationship method provided by Sequelize to create a comment for the given post.&lt;/p&gt;

&lt;p&gt;A sample query to create a comment is shown below, copy and paste it on the playground to test the mutation. Remember to add the auth token in the authorization header. &lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

&lt;span class="nx"&gt;mutation&lt;/span&gt; &lt;span class="nx"&gt;createComment&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
   &lt;span class="nf"&gt;createComment&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;content&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;New post comment&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;postId&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&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;content&lt;/span&gt;
    &lt;span class="nx"&gt;createdAt&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;And the response is as shown below:&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight json"&gt;&lt;code&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;"data"&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;"createComment"&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;"id"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="mi"&gt;5&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"content"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"New post comment"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"createdAt"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"1593345238316"&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;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;p&gt;Now, when you query Post, you'll be able to get results for the post's comments.&lt;/p&gt;

&lt;p&gt;Remember to import the resolvers to the root resolver &lt;code&gt;graphql/resolvers/index.js&lt;/code&gt;. It should now look like shown below:&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

&lt;span class="c1"&gt;// graphql/resolvers/index.js&lt;/span&gt;

&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;userResolvers&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;./user&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;postResolvers&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;./post&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;commentResolvers&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;./comment&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

&lt;span class="nx"&gt;module&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;exports&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nx"&gt;userResolvers&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;postResolvers&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;commentResolvers&lt;/span&gt;&lt;span class="p"&gt;];&lt;/span&gt;


&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;That is it. The complete code can be found &lt;a href="https://github.com/nedssoft/graphql-node-sequelize" rel="noopener noreferrer"&gt;here&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  &lt;strong&gt;Conclusion&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;If you followed up to this point, you'd have successfully developed an API using graphQL. It's worthy to note that this article uses a minimalistic approach focusing on the most important things rather than best practices. We used PostgreSQL and Sequelize ORM as the data source, it could be anything that suits your application. &lt;/p&gt;

&lt;h2&gt;
  
  
  What next?
&lt;/h2&gt;

&lt;p&gt;In the next articles, I will be writing on how to improve your application using middleware, how to implement integration testing on your graphQL API, etc. Stay tuned!&lt;/p&gt;

&lt;h2&gt;
  
  
  More Resources
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;&lt;a href="https://graphql.org/" rel="noopener noreferrer"&gt;https://graphql.org/&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="https://www.apollographql.com/docs/apollo-server/" rel="noopener noreferrer"&gt;https://www.apollographql.com/docs/apollo-server/&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="https://dev.to/nedsoft/getting-started-with-sequelize-and-postgres-emp"&gt;https://dev.to/nedsoft/getting-started-with-sequelize-and-postgres-emp&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="https://sequelize.org/master/manual/" rel="noopener noreferrer"&gt;https://sequelize.org/master/manual/&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="https://www.howtographql.com/" rel="noopener noreferrer"&gt;https://www.howtographql.com/&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;

</description>
    </item>
    <item>
      <title>Install Postgres on Mac/Linux</title>
      <dc:creator>Chinedu Orie</dc:creator>
      <pubDate>Sat, 13 Jun 2020 18:42:45 +0000</pubDate>
      <link>https://dev.to/nedsoft/install-postgres-on-mac-linux-3igp</link>
      <guid>https://dev.to/nedsoft/install-postgres-on-mac-linux-3igp</guid>
      <description>&lt;h1&gt;
  
  
  &lt;strong&gt;Linux&lt;/strong&gt;
&lt;/h1&gt;

&lt;h2&gt;
  
  
  Step 1: Installation
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;$ sudo apt update
$ sudo apt install postgresql postgresql-contrib
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Step 2: Test the installation
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;sudo -u posgtres psql
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;You should see:&lt;br&gt;
&lt;code&gt;psotgres=#&lt;/code&gt;&lt;/p&gt;

&lt;p&gt;Type &lt;code&gt;\q&lt;/code&gt; to quit&lt;/p&gt;
&lt;h2&gt;
  
  
  Step 3: Create postgres user:
&lt;/h2&gt;


&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;$ sudo -u postgres createuser --interactive
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;


&lt;p&gt;You should see prompts as shown below:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;Enter name of role to add: test
Shall the new role be a superuser? (y/n) y
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Step 4: Create database
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;$ sudo -u postgres createdb test

&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Now, we need to create the same Linux user as the postgres user for authentication to succeed&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;$ sudo adduser test

&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;now you can log in to your postgres database&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;$ sudo -u test psql
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Step 5: Assign password to the postgres user
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;$ sudo -u postgres psql

postgres=# ALTER USER test with PASSWORD 'your-new-password';

&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;blockquote&gt;
&lt;p&gt;Note: &lt;code&gt;test&lt;/code&gt; is the name of your postgres user. If you want to connect to the postgres database programmatically you must create a password following step 5.&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;The connection string for the above database will be &lt;code&gt;postgres://test:your-new-password@localhost:5432/test&lt;/code&gt;&lt;/p&gt;

&lt;h1&gt;
  
  
  &lt;strong&gt;Mac&lt;/strong&gt;
&lt;/h1&gt;

&lt;p&gt;For Mac, what would change is the method of installing postgres&lt;/p&gt;

&lt;p&gt;If you already have &lt;a href="https://brew.sh/" rel="noopener noreferrer"&gt;Homebrew&lt;/a&gt; installed, you can install postgress with the command below, if you don't have Homebrew installed click &lt;a href="https://brew.sh/" rel="noopener noreferrer"&gt;here&lt;/a&gt; to install it.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;$ brew update
$ brew install postgresql
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Step 1: Create postgres user:
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;$ sudo -u postgres createuser --interactive
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;You should see prompts as shown below:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;Enter name of role to add: test
Shall the new role be a superuser? (y/n) y
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Step 2: Create database
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;$ sudo -u postgres createdb test

&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;





&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;$ sudo -u test psql
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Step 5: Assign password to the postgres user
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;$ sudo -u postgres psql

postgres=# ALTER USER test with PASSWORD 'your-new-password';

&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;blockquote&gt;
&lt;p&gt;Note: Creating a new postgres user is optional, you can make do with the default postgres user if you are want. &lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;If you want to use the default posgtres user, all you need to do after installing postgres is:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;$ sudo -u postgres createdb test // or  $ createdb test

$ sudo -u postgres psql

postgres=# ALTER USER postgres with PASSWORD 'your-new-password';

&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Then, your connection string would be &lt;code&gt;postgres://postgres:your-new-password@localhost:5432/test&lt;/code&gt;&lt;/p&gt;

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

</description>
    </item>
    <item>
      <title>Deploy Node.js API on AWS Elastic BeanStalk Using CLI</title>
      <dc:creator>Chinedu Orie</dc:creator>
      <pubDate>Tue, 02 Jun 2020 23:15:36 +0000</pubDate>
      <link>https://dev.to/nedsoft/deploy-node-js-api-to-aws-elastic-beanstalk-using-cli-in9</link>
      <guid>https://dev.to/nedsoft/deploy-node-js-api-to-aws-elastic-beanstalk-using-cli-in9</guid>
      <description>&lt;p&gt;Elastic Beanstalk is the AWS platform-as-a-service that helps you deploy your code with ease. As a platform-as-a-service, it means that you do not have to worry about server setups and resource provisioning required to run your code. Elastic Beanstalk says, &lt;em&gt;"Hey give me your code and I will let the world see the magic you've made in a couple of minutes"&lt;/em&gt;.&lt;/p&gt;

&lt;p&gt;It sounds pretty easy right? Yeah, it does. But sometimes it is not as straight-forward as it sounds to get your app to return the &lt;strong&gt;green&lt;/strong&gt; status. In this article, I'll be showing you how to deploy your Node.js API using the &lt;a href="https://docs.aws.amazon.com/elasticbeanstalk/latest/dg/eb-cli3-install.html" rel="noopener noreferrer"&gt;Elastic Beanstalk CLI&lt;/a&gt; and the tips to troubleshooting it if the status returns &lt;strong&gt;degraded&lt;/strong&gt; after deployment.&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;PS: You can also deploy on Elastic Beanstalk using the &lt;a href="https://console.aws.amazon.com/elasticbeanstalk" rel="noopener noreferrer"&gt;AWS console interface&lt;/a&gt;, we are only focusing on achieving the same using the CLI&lt;/p&gt;
&lt;/blockquote&gt;

&lt;h2&gt;
  
  
  Requirements
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;Create an &lt;a href="https://aws.amazon.com/" rel="noopener noreferrer"&gt;AWS&lt;/a&gt; account&lt;/li&gt;
&lt;li&gt;Install &lt;a href="https://docs.aws.amazon.com/elasticbeanstalk/latest/dg/eb-cli3-install-advanced.html" rel="noopener noreferrer"&gt;EB CLI&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;The application to deploy&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Next up, you need to create an access key for the AWS IAM user you want to authenticate with. If you already have an access key, you can skip this steps. &lt;br&gt;
To generate an access key, follow the steps below:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;On your &lt;a href="https://console.aws.amazon.com/console/home" rel="noopener noreferrer"&gt;AWS console&lt;/a&gt;, click on the &lt;strong&gt;Services&lt;/strong&gt; and select &lt;strong&gt;IAM&lt;/strong&gt;.&lt;/li&gt;
&lt;li&gt;Click on &lt;strong&gt;Users&lt;/strong&gt;, if you already have a user, then click on the user you want to use and click &lt;strong&gt;Create access key&lt;/strong&gt;.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Now, you are ready to deploy your app on Elastic Beanstalk.&lt;/p&gt;

&lt;h2&gt;
  
  
  &lt;strong&gt;Step 1 - Initialize Elastic Beanstalk&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;Open your project in a terminal and cd to the root directory.&lt;br&gt;
Verify that EB CLI has installed by running the command:&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;

$ eb --version
 // EB CLI 3.18.1 (Python 3.8.2)


&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;To initialize EB, run:&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;

$ eb init


&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;Things to note when responding to the prompts of &lt;code&gt;eb init&lt;/code&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;For Select a default region, make sure you select the same region where the access key is generated
You'll be prompted to authenticate your account, use the access key you created earlier.&lt;/li&gt;
&lt;li&gt;For the prompt Do you wish to continue with CodeCommit?, choose N, except you want to use CodeCommit, choosing N will force it to use the GIT repository&lt;/li&gt;
&lt;li&gt;Do you want to set up SSH for your instances? (Y/n), choose Y if you want to be able to ssh into the Elastic Beanstalk's EC2 instance
Select a keypair.You'll have the option to select an existing keypair or create a new one.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Now, you should have a &lt;code&gt;.elasticbeanstalk&lt;/code&gt; folder created which will contain the deployment configurations for your application.&lt;/p&gt;

&lt;h2&gt;
  
  
  &lt;strong&gt;Step 2 - Advanced environment customization with configuration files (.ebextensions)&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;Here you'll specify the environmental variables that your application needs to run. You can also specify commands that should run immediately the application starts, for example run migrations, etc. Check the docs for more details of the different types of commands you can specify using &lt;code&gt;.ebextensions&lt;/code&gt;&lt;/p&gt;

&lt;p&gt;In the project I used in this article, I want to set some environment variables such as &lt;code&gt;NODE_ENV, DATABASE_URL, JWT_SECRET&lt;/code&gt;. I also want to run migrations for the database. To achieve that, I followed the steps below:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Create &lt;code&gt;.ebextensions&lt;/code&gt; folder at the root of the project&lt;/li&gt;
&lt;li&gt;Create a file named options.config inside the &lt;code&gt;.ebextensions&lt;/code&gt; folder
The &lt;code&gt;options.config&lt;/code&gt; looks like shown below:
```yaml
&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;option_settings:&lt;br&gt;
    aws:elasticbeanstalk:application:environment:&lt;br&gt;
        NODE_ENV: production&lt;br&gt;
        DATABASE_URL: postgres://my-database-url&lt;br&gt;
        JWT_SECRET: my-secret&lt;br&gt;
container_commands:&lt;br&gt;
    01_migrations:&lt;br&gt;
        env:&lt;br&gt;
            NODE_ENV: production&lt;br&gt;
        command: "npm run migrate"&lt;/p&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;Notice that I am using a postgres database in this example, in your own case it can be anything according to your use case.
The `.ebextensions` files must have the extension `.config` for it to work

Note: If you are using GIT as the source control, you must push the `.ebextensions` to GIT for EB CLI to recognize it. But what if the `.ebextensions` contain sensitive data?

To solve this problem, you'll need to override GIT so that EB uploads the files directly from your local machine instead of GIT repository.

Follow the steps below:

Create a `.ebignore` file
Copy the content of `.gitignore` into `.ebignore`

That is it, when EB CLI detects the presence of `.ebignore`, it'll not use GIT as source control, rather it will deploy directly from your local machine by bundling everything that is not in the `.ebignore`. That way you can keep `.ebextensions` in the `.gitignore` to avoid exposing sensitive data.

## **Step 3 - Create the application environment (Deployment)**

To create the Elastic beanstalk environment for the application and deploy it, run
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;$ eb create &lt;/p&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;The `&amp;lt;environment-name&amp;gt;` is the name of your application, in this example I used `demo` hence the command is `eb create demo`.
Once the environment creating starts, visit your AWS console and navigate to Elastic Beanstalk, you'd notice that the resources needed to deploy your application is being provisioned. You'll also notice that the environment variables that were specified in the `.ebextensions/options.config` have been added to the Sotware configuration as can be seen in the screenshot below:

![Elastic Beanstalk environment configuration](https://dev-to-uploads.s3.amazonaws.com/i/aj0l2faadjncgq6ejz5p.png)


The screenshot below shows a successful deployment of the application:

![EB console showing a successfully deployed application](https://dev-to-uploads.s3.amazonaws.com/i/xae10g7g9go6nqci36qt.png)

Now that the application has successfully deployed, let's look at some operations that you may likely need to perform on your EB EC2 isntance.

## **ssh into the EC2 instance**

To ssh into the EB EC2 instance, run
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;$ eb ssh &lt;/p&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;To navigate to the location of the application files, run
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;$ cd /var/app/current&lt;/p&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;You can also run any commands such as migrations, etc as you need inside the application as usual.

## **Debugging**
Sometimes, the application status will transition to degraded or severe, whatever it is, provided it's not green, it means there might be some problems that you need to fix. You can view the logs by running:
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;$ eb logs&lt;/p&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;Deploying an update
If you need to deploy an update to the application, run
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;$ eb deploy&lt;/p&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;Setting environment variables
If you want to set an environment variable using the CLI, run
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;$ eb setenv [VAR_NAME=VALUE]&lt;/p&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;For more commands, run
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;$ eb --help&lt;/p&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;## **Conclusion**

We've walked through how to deploy Node.js API on Elastic Beanstalk using the CLI. Though everything done in this article can be achieved from the console dashboard. The only exception is running commands inside the application which can be achieved via ssh.

If you have got any questions don't hesitate to reach out. You feedback and contributions are greatly appreciated.

_This article was original published on my [blog](https://www.oriechinedu.com/posts/deploy-node-js-api-to-aws-elastic-beanstalk-using-cli)_
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

</description>
      <category>aws</category>
      <category>elasticbeanstalk</category>
      <category>devops</category>
      <category>paas</category>
    </item>
    <item>
      <title>How to Add New Fields to Existing Sequelize Migration</title>
      <dc:creator>Chinedu Orie</dc:creator>
      <pubDate>Fri, 28 Feb 2020 20:13:58 +0000</pubDate>
      <link>https://dev.to/nedsoft/add-new-fields-to-existing-sequelize-migration-3527</link>
      <guid>https://dev.to/nedsoft/add-new-fields-to-existing-sequelize-migration-3527</guid>
      <description>&lt;p&gt;Sometimes you realize that you need to add some new fields to an existing sequelize migrations. This is especially important for production apps where refreshing the migration is not an option. Below is a quick guide on how to implement it.&lt;/p&gt;

&lt;p&gt;Let's assume you want to add some new fields to &lt;code&gt;Users&lt;/code&gt; table; below are the steps.&lt;/p&gt;

&lt;h2&gt;
  
  
  Step 1 - Create a new migration
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;npx sequelize-cli migration:create --name modify_users_add_new_fields
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Step 2 - Edit the migrations to suit the need
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="nx"&gt;module&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;exports&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nf"&gt;up&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;queryInterface&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;Sequelize&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nb"&gt;Promise&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;all&lt;/span&gt;&lt;span class="p"&gt;([&lt;/span&gt;
      &lt;span class="nx"&gt;queryInterface&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;addColumn&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
        &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Users&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="c1"&gt;// table name&lt;/span&gt;
        &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;twitter&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="c1"&gt;// new field name&lt;/span&gt;
        &lt;span class="p"&gt;{&lt;/span&gt;
          &lt;span class="na"&gt;type&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;Sequelize&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="na"&gt;allowNull&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="kc"&gt;true&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;queryInterface&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;addColumn&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
        &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Users&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
        &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;linkedin&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="na"&gt;type&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;Sequelize&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="na"&gt;allowNull&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="kc"&gt;true&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;queryInterface&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;addColumn&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
        &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Users&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
        &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;bio&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="na"&gt;type&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;Sequelize&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;TEXT&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
          &lt;span class="na"&gt;allowNull&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="kc"&gt;true&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;span class="p"&gt;},&lt;/span&gt;

  &lt;span class="nf"&gt;down&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;queryInterface&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;Sequelize&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="c1"&gt;// logic for reverting the changes&lt;/span&gt;
    &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nb"&gt;Promise&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;all&lt;/span&gt;&lt;span class="p"&gt;([&lt;/span&gt;
      &lt;span class="nx"&gt;queryInterface&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;removeColumn&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Users&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;linkedin&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
      &lt;span class="nx"&gt;queryInterface&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;removeColumn&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Users&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;twitter&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
      &lt;span class="nx"&gt;queryInterface&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;removeColumn&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Users&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;bio&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;h2&gt;
  
  
  Step 3 - Update the model with the new fields
&lt;/h2&gt;

&lt;h2&gt;
  
  
  Step 4 - Run migration
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;npx sequelize-cli db:migrate

&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;That is it, you have successfully added new fields to an existing migration.&lt;/p&gt;

</description>
      <category>sequelize</category>
      <category>migrations</category>
    </item>
    <item>
      <title>Integrate Slack to your Nodejs app in Ten Minutes</title>
      <dc:creator>Chinedu Orie</dc:creator>
      <pubDate>Wed, 05 Feb 2020 23:53:52 +0000</pubDate>
      <link>https://dev.to/nedsoft/integrate-slack-to-your-nodejs-app-in-ten-minutes-22gc</link>
      <guid>https://dev.to/nedsoft/integrate-slack-to-your-nodejs-app-in-ten-minutes-22gc</guid>
      <description>&lt;p&gt;Slack is a virtual office. Businesses, teams, and companies rely on it for communications and for managing daily activities. Activities such as placing orders for lunch, or contacting the front desk team or placing any form of request on the company's website can be carried out via the Slack workspace using Slack integrations via the &lt;a href="https://api.slack.com/" rel="noopener noreferrer"&gt;Slack API&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;In this article, I will be showing how you can build an integration for sending requests from the Slack workspace to a given website. We will build a simple Nodejs server to test the integration.&lt;/p&gt;

&lt;h2&gt;
  
  
  Requirements
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;&lt;em&gt;Knowledge of Node.js/Express&lt;/em&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;em&gt;Slack workspace&lt;/em&gt;: If you don't have a Slack workspace, you can create one for test purposes.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;em&gt;&lt;a href="https://ngrok.com/download" rel="noopener noreferrer"&gt;Ngrok&lt;/a&gt;&lt;/em&gt;: Since we will be working with a local development server, we will need ngrok to provision a public URL from the API in order to be able to communicate with Slack. Visit the &lt;a href="https://ngrok.com/download" rel="noopener noreferrer"&gt;link&lt;/a&gt; to install it or you can install it globally via npm &lt;a href="https://www.npmjs.com/package/ngrok" rel="noopener noreferrer"&gt;here&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;With those requirements above met, we can proceed to get the stuff done following the steps below:&lt;/p&gt;

&lt;h2&gt;
  
  
  &lt;em&gt;Create Slack App&lt;/em&gt;
&lt;/h2&gt;

&lt;p&gt;In order to interact with the Slack API, you need a &lt;a href="https://api.slack.com/apps" rel="noopener noreferrer"&gt;Slack app&lt;/a&gt;. To create a Slack app, you need a Slack account (a workspace). Click &lt;a href="https://api.slack.com/apps" rel="noopener noreferrer"&gt;here&lt;/a&gt; to create a Slack app.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fthepracticaldev.s3.amazonaws.com%2Fi%2F2e3erbn13ahyhnae4rl2.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fthepracticaldev.s3.amazonaws.com%2Fi%2F2e3erbn13ahyhnae4rl2.png" alt="Create Slack app"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Next up is to generate an access token for authorizing requests between the website and the Slack workspace. You will get the token by clicking &lt;strong&gt;OAuth &amp;amp; Permissions&lt;/strong&gt; &lt;/p&gt;

&lt;p&gt;Next up, we need to create a &lt;strong&gt;slash command (/frontdesk)&lt;/strong&gt;. The slash command would pop up a modal when a user invokes it anywhere on the Slack workspace. But before creating the slash command, let's spin up an Express server. If you already have a server running you can skip to &lt;em&gt;&lt;em&gt;Creating Slash Command&lt;/em&gt;&lt;/em&gt;. The reason for having a running server at this point is that the slash command requires the endpoint for sending payloads to the website when invoked.&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;Clone the project used in this article &lt;a href="https://github.com/nedssoft/slack-bot-nodejs.git" rel="noopener noreferrer"&gt;here&lt;/a&gt; to follow along &lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;In &lt;code&gt;server/index.js&lt;/code&gt;, I set up a simple Express server as shown in the snippet below:&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;express&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&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;bodyParser&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;body-parser&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;routes&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;../routes/&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="nx"&gt;app&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;use&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;bodyParser&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;json&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;use&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;bodyParser&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;urlencoded&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt; &lt;span class="na"&gt;extended&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="kc"&gt;true&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;res&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;json&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="s1"&gt;The app is running...&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;use&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;/api&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;routes&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

&lt;span class="nx"&gt;module&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;exports&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;app&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;


&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;Note: You must use the &lt;code&gt;bodyParser.urlencoded()&lt;/code&gt; middle. This is needed to parse the url-encoded payload from Slack.&lt;/p&gt;

&lt;h2&gt;
  
  
  &lt;strong&gt;Slash command&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;Slash command is a means to trigger an action from the Slack workspace. In our case, we want a user to be able to contact the front desk by invoking the &lt;code&gt;/frontdesk&lt;/code&gt; command on Slack. When a user types the command &lt;code&gt;/frontdesk&lt;/code&gt; and hits enter; an action is triggered and Slack will notify your website through an endpoint you provided while creating the slash command. In our case, the endpoint simply returns a modal with a form for the user to submit his/her request.&lt;/p&gt;

&lt;h2&gt;
  
  
  &lt;em&gt;Creating the slash command endpoint&lt;/em&gt;
&lt;/h2&gt;

&lt;p&gt;The code for the slash command endpoint is as shown below:&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

&lt;span class="nx"&gt;router&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;post&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;/slack/frontdesk&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;res&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="kd"&gt;const&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="na"&gt;trigger_id&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;triggerId&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&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;body&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;status&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="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="p"&gt;);&lt;/span&gt;
  &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;async &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="c1"&gt;// Open a modal.&lt;/span&gt;
    &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;web&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;views&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;open&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt;
      &lt;span class="na"&gt;trigger_id&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;triggerId&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="na"&gt;view&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="na"&gt;type&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;modal&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
        &lt;span class="na"&gt;title&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
          &lt;span class="na"&gt;type&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;plain_text&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
          &lt;span class="na"&gt;text&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Contact Front Desk&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="na"&gt;submit&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
          &lt;span class="na"&gt;type&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;plain_text&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
          &lt;span class="na"&gt;text&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Submit&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="na"&gt;callback_id&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;frontdesk&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
        &lt;span class="na"&gt;blocks&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="na"&gt;type&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;section&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="na"&gt;text&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
              &lt;span class="na"&gt;type&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;plain_text&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
              &lt;span class="na"&gt;text&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;:wave: We will get back to you as soon as possible&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
              &lt;span class="na"&gt;emoji&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="kc"&gt;true&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;span class="na"&gt;type&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;divider&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="na"&gt;type&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;input&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="na"&gt;block_id&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;title&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="na"&gt;label&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
              &lt;span class="na"&gt;type&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;plain_text&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
              &lt;span class="na"&gt;text&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Title&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
              &lt;span class="na"&gt;emoji&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="kc"&gt;true&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="p"&gt;},&lt;/span&gt;
            &lt;span class="na"&gt;element&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
              &lt;span class="na"&gt;type&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;plain_text_input&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
              &lt;span class="na"&gt;multiline&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="kc"&gt;false&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
              &lt;span class="na"&gt;action_id&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;title&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;span class="na"&gt;type&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;input&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="na"&gt;block_id&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;description&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="na"&gt;label&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
              &lt;span class="na"&gt;type&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;plain_text&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
              &lt;span class="na"&gt;text&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Description&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
              &lt;span class="na"&gt;emoji&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="kc"&gt;true&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="p"&gt;},&lt;/span&gt;
            &lt;span class="na"&gt;element&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
              &lt;span class="na"&gt;type&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;plain_text_input&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
              &lt;span class="na"&gt;multiline&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="kc"&gt;true&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
              &lt;span class="na"&gt;action_id&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;description&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="na"&gt;optional&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="kc"&gt;true&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;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;h3&gt;
  
  
  &lt;strong&gt;Things to note from the slash command endpoint&lt;/strong&gt;
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;The &lt;code&gt;req.body&lt;/code&gt; contains among other payloads the &lt;code&gt;trigger_id&lt;/code&gt;, the &lt;code&gt;trigger_id&lt;/code&gt; is an identifier for the source of the command. In order to send the modal form to the user that invoked the command, we need the &lt;code&gt;trigger_id&lt;/code&gt; so that the modal pops up at the exact channel.&lt;/li&gt;
&lt;li&gt;I used the &lt;a href="https://www.npmjs.com/package/@slack/web-api" rel="noopener noreferrer"&gt;@slack/web-api&lt;/a&gt; which makes sending HTTP request to the Slack API seamless.&lt;/li&gt;
&lt;li&gt;I used the &lt;a href="https://api.slack.com/surfaces/modals" rel="noopener noreferrer"&gt;Slack modal&lt;/a&gt;, read more about it.&lt;/li&gt;
&lt;li&gt;I used the &lt;a href="https://api.slack.com/block-kit" rel="noopener noreferrer"&gt;Block Kit&lt;/a&gt; to generate the modal form, read more about it.&lt;/li&gt;
&lt;li&gt;Note that each block has &lt;code&gt;block_id&lt;/code&gt; and &lt;code&gt;action_id&lt;/code&gt;, you'll find the reason shortly.&lt;/li&gt;
&lt;li&gt;The line &lt;code&gt;res.status(200).send('');&lt;/code&gt; is a way to tell slack that the trigger was received successfully. Failure to return a response of 200 would cause Slack trigger an error.&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;
  
  
  &lt;strong&gt;Handling Interactions&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;When the user submits the form, Slack sends the payload to an endpoint that you specified for it. This means that we need another endpoint for this purpose. The code for the interactions endpoint is as shown below:&lt;/p&gt;
&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;

&lt;span class="nx"&gt;router&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;post&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;/slack/interactions&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;res&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;status&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="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="p"&gt;);&lt;/span&gt;

  &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;payload&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;req&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;payload&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

  &lt;span class="c1"&gt;// view the payload on console&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;payload&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

  &lt;span class="k"&gt;if &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
    &lt;span class="nx"&gt;payload&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;type&lt;/span&gt; &lt;span class="o"&gt;===&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;view_submission&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt; &lt;span class="o"&gt;&amp;amp;&amp;amp;&lt;/span&gt;
    &lt;span class="nx"&gt;payload&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;view&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;callback_id&lt;/span&gt; &lt;span class="o"&gt;===&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;frontdesk&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="kd"&gt;const&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;values&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;payload&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;view&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;state&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;title&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;values&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;title&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;title&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="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;description&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;values&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="nx"&gt;description&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="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;`title -----&amp;gt;&lt;/span&gt;&lt;span class="p"&gt;${&lt;/span&gt;&lt;span class="nx"&gt;title&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;`&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s2"&gt;`description----&amp;gt;&lt;/span&gt;&lt;span class="p"&gt;${&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;`&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

  &lt;span class="c1"&gt;// Save the title and description to the database or handle it as you may deem fit.&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;The form payload is located at the &lt;code&gt;payload&lt;/code&gt; object of the &lt;code&gt;req.body&lt;/code&gt;. The form values are located in the &lt;code&gt;payload.view.state&lt;/code&gt; object.&lt;br&gt;
Notice the long chain in order to extract the form input value, that is due to the &lt;code&gt;block_id&lt;/code&gt; and &lt;code&gt;action_id&lt;/code&gt; used in building the form, without it, the form values would not be deterministic as the &lt;code&gt;block_id&lt;/code&gt; and &lt;code&gt;action_id&lt;/code&gt; would be random values.&lt;/p&gt;

&lt;p&gt;Lastly, we need to create the actual slash command on the slack app we created earlier and also specify the interactions endpoint. To do so, we need to start the server and provision a public URL using &lt;code&gt;ngrok&lt;/code&gt;.&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;

npm start


&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;Next up, navigate to the folder where the ngrok was unzipped and run the command below:&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;

./ngrok http 3000


&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;If you installed ngrok globally, you can run the command below anywhere on the terminal&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;

ngrok http 3000 


&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;Note that &lt;code&gt;3000&lt;/code&gt; is the port the server is listening, you can change it to the port yours is running.&lt;br&gt;
The screenshot below shows the commands above in action:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fi%2Fcep1onxulz2ab2sr2ogi.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fi%2Fcep1onxulz2ab2sr2ogi.png" alt="Image showing running server and ngrok"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Now that we have provisioned a public URL from the local server, the slash command and the interactions endpoints would be &lt;code&gt;https://38a73f75.ngrok.io/api/slack/frontdesk&lt;/code&gt; and &lt;code&gt;https://38a73f75.ngrok.io/api/slack/interactions&lt;/code&gt; respectively. Let's proceed to create the slash command.&lt;/p&gt;

&lt;p&gt;Head to the Slack app you created earlier as shown below:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fi%2Fvb62soj57wr3qwy5ae61.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fi%2Fvb62soj57wr3qwy5ae61.png" alt="Create slash command page"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Fill the form as shown below:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fi%2F4h0ow7dz6dkc8x281uow.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fi%2F4h0ow7dz6dkc8x281uow.png" alt="Create a slash command form"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Next up, click the &lt;em&gt;Interactive Components&lt;/em&gt; to add the interactions endpoint as shown below:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fi%2F8cb36ziounai006acfe8.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fi%2F8cb36ziounai006acfe8.png" alt="Interation components page"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;It is time to test it! Head over to the Slack workspace and invoke the &lt;code&gt;/frontdesk&lt;/code&gt; command, you'll see a modal as shown below:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fi%2Fbtcsj5y65c7tb1v5860p.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fi%2Fbtcsj5y65c7tb1v5860p.png" alt="Modal popped up when  raw `/frontdesk` endraw  is invoked"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;The result of submitting the form is shown below as logged on the console:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fi%2F9dm6el7rxprr6njb0ol0.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fi%2F9dm6el7rxprr6njb0ol0.png" alt="The console showing the output of the interaction endpoint"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Conclusion
&lt;/h2&gt;

&lt;p&gt;I tried to make this article as simple as possible, hence, the snippets may not have followed best practices, feel free to refactor it to suit your needs. &lt;/p&gt;

&lt;p&gt;If you have some suggestions that would further make the article easier to the readers, you are welcome to do so. Gracias!&lt;/p&gt;

&lt;p&gt;&lt;em&gt;Originally published in my &lt;a href="https://nedsoft.dev/posts/integrate-slack-to-your-nodejs-app-in-ten-minutes/" rel="noopener noreferrer"&gt;blog&lt;/a&gt;&lt;/em&gt;&lt;/p&gt;

</description>
      <category>slack</category>
      <category>productivity</category>
      <category>slackbot</category>
      <category>slackapi</category>
    </item>
    <item>
      <title>2019 in Review: A year of a positive turning point</title>
      <dc:creator>Chinedu Orie</dc:creator>
      <pubDate>Wed, 08 Jan 2020 18:36:15 +0000</pubDate>
      <link>https://dev.to/nedsoft/2019-in-review-a-year-of-a-positive-turning-point-53po</link>
      <guid>https://dev.to/nedsoft/2019-in-review-a-year-of-a-positive-turning-point-53po</guid>
      <description>&lt;p&gt;2019 was unequivocally a good year. I contemplated whether I've got something worth writing about but one silent voice scolded me hardly for attempting to be ungrateful. Yes, I have a couple of things to be grateful for in retrospect.&lt;/p&gt;

&lt;h2&gt;
  
  
  &lt;strong&gt;Work&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;I walked into 2019 as a software engineer at &lt;a href="//hotels.ng"&gt;Hotels.ng&lt;/a&gt;. Working at Hotels was an awesome experience, I worked with really smart folks and had the opportunity to work under a mentor that I hold in high esteem, Mark Essien. &lt;/p&gt;

&lt;p&gt;In April, the quest for another dimension of growth drove me to join &lt;a href="//andela.com"&gt;Andela&lt;/a&gt;. At Andela, I was engaged in immersive training, I was glad that the reason for joining them came to pass. I was enrolled in Lambda school, something I consider a rare privilege, thanks to Andela.&lt;/p&gt;

&lt;p&gt;My training at Lambda school not only availed me the opportunity to build a formidable foundation as a software engineer but also gave me the opportunity to expand my network across the globe. I've worked with folks of various timezones and diverse backgrounds. This has helped me build strong confidence in diversity and remote work culture.&lt;/p&gt;

&lt;p&gt;In September, there was a change in Andela's business policy that culminated in a lay-off. I got a mail which in summary made it known to me that my position in Andela had been made redundant, this didn't come as a surprise because having been in Andela for only about 6 months, I knew I was one of the targets of the lay-off. &lt;/p&gt;

&lt;p&gt;Immediately I got the mail, I told myself that the Andela chapter was done and that I needed to move.&lt;br&gt;
I quickly jumped on my laptop and submitted an application for the position of Team Lead at Lambda school. I was invited to interview the following day and got an acceptance mail the second day to resume the next week Monday.&lt;/p&gt;

&lt;p&gt;My experience as a Team Lead at Lambda school has been both challenging and exciting. I have learned a skill that I need so much in my career as a software engineer, leadership. &lt;/p&gt;

&lt;h2&gt;
  
  
  &lt;strong&gt;Technical&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;2019 was fraught with lots of learning. At the start of the year, I could only boast of PHP/Laravel and was strictly a backend engineer. Now, Javascript has become one of my major stacks, both for frontend development and backend development. I can now assume the role of a frontend engineer if the need arises without feeling handicapped. I also learned a lot of technologies that I may not mention here.&lt;/p&gt;

&lt;h2&gt;
  
  
  &lt;strong&gt;Writing&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;I love to share new stuff I learn via writing. This year my writing skill improved. I also started writing on &lt;a href="https://dev.to/nesdoft"&gt;Dev.to&lt;/a&gt; thanks to &lt;a href="https://dev.to/lauragift21"&gt;Gift&lt;/a&gt; for her advice. I also built my own &lt;a href="https://nedsoft.dev" rel="noopener noreferrer"&gt;blog&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fthepracticaldev.s3.amazonaws.com%2Fi%2Fk0p48pxeekmfg6xqucfp.JPG" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fthepracticaldev.s3.amazonaws.com%2Fi%2Fk0p48pxeekmfg6xqucfp.JPG" alt="My dev.to dashboard"&gt;&lt;/a&gt;&lt;br&gt;&lt;br&gt;
    My Dev.to Dashboard view&lt;br&gt;
  
  &lt;/p&gt;

&lt;h2&gt;
  
  
  &lt;strong&gt;Leadership&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;My role at Lambda is a leadership role. I learned what it takes to lead a team in practice. I learned that I needed something more than technical skills to lead a successful team. There were occasions I took decisions or acted in a manner that wasn't the best but I learned from the mistakes.&lt;/p&gt;

&lt;h2&gt;
  
  
  &lt;strong&gt;Finance&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;I was intentional about saving, I didn't save enough to buy Benz but I saved something at the least. There was an improvement in digits and currency. I got myself a workspace and a couple of other things that make work and life easier.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fthepracticaldev.s3.amazonaws.com%2Fi%2Fyxbhhvv76jteosepwifc.JPG" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fthepracticaldev.s3.amazonaws.com%2Fi%2Fyxbhhvv76jteosepwifc.JPG" alt="Cowrywise #CowrywiseRoundup"&gt;&lt;/a&gt;&lt;br&gt;&lt;br&gt;
    My 2019 CowrywiseRoundup&lt;br&gt;
  
  &lt;/p&gt;

&lt;h2&gt;
  
  
  &lt;strong&gt;Social&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;I made a lot of good friends. Folks that are going to be one of the major stakeholders in the coming decade. I attended 2 off-site parties and a couple of hangouts with friends. &lt;/p&gt;

&lt;h2&gt;
  
  
  &lt;strong&gt;Health&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;I am most grateful to God for the gift of good health. I was never admitted to the hospital throughout the year except for check-up visits and a few cases of Malaria at some points. Yesterday I went for the last medical check-up for the year, did all manner of tests and the doctor looked at me, gave me a handshake and said, go home for all is well with you. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://i.giphy.com/media/3oz8xucBNnpt110FQk/giphy.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://i.giphy.com/media/3oz8xucBNnpt110FQk/giphy.gif" alt="Me walkin"&gt;&lt;/a&gt;&lt;br&gt;&lt;br&gt;
    Me walking into 2020&lt;br&gt;
  
  &lt;/p&gt;

&lt;h2&gt;
  
  
  &lt;strong&gt;What didn't go well?&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;Of course, I don't mean to sing praises. There are many areas I should have done better especially in reading books. I bought 3 books this year but ended up not reading them. I started this year with relationships status returning null, now it returns undefined. My relationship with God would have been better.&lt;/p&gt;

&lt;h2&gt;
  
  
  &lt;strong&gt;What next?&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;I've set myself some targets and challenges for 2020. I hope to have a better by the year-end.&lt;/p&gt;

</description>
      <category>yearinreview</category>
      <category>gratitude</category>
    </item>
    <item>
      <title>Method Chaining in JavaScript</title>
      <dc:creator>Chinedu Orie</dc:creator>
      <pubDate>Tue, 05 Nov 2019 07:10:39 +0000</pubDate>
      <link>https://dev.to/nedsoft/method-chaining-in-javascript-3klb</link>
      <guid>https://dev.to/nedsoft/method-chaining-in-javascript-3klb</guid>
      <description>&lt;blockquote&gt;
&lt;p&gt;&lt;a href="https://www.oriechinedu.com/posts/method-chaining-in-javascript" rel="noopener noreferrer"&gt;Originally published in my blog&lt;/a&gt;&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;Method chaining is a mechanism of calling a method on another method of the same object. There are different reasons for method chaining for different people. One of the major reasons for chaining methods is to ensure a cleaner and more readable code. Let's consider an example below:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="kd"&gt;var&lt;/span&gt; &lt;span class="nx"&gt;recipeObj&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;Recipe&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
&lt;span class="nx"&gt;recipeObj&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;addIngredient&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;salt&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="nx"&gt;recipeObj&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;addIngredient&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;pepper&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="nx"&gt;recipeObj&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getIngredients&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;With method chaining, the code snippet above can be refactored to:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="kd"&gt;var&lt;/span&gt; &lt;span class="nx"&gt;recipeObj&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;Recipe&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;

&lt;span class="nx"&gt;recipeObj&lt;/span&gt;
&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;addIngredient&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;salt&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="nf"&gt;addIngredient&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;pepper&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="nf"&gt;getIngredients&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Looking at both snippets above, one would agree that the second is cleaner than the first.&lt;/p&gt;

&lt;h2&gt;
  
  
  &lt;strong&gt;What makes method chaining possible?&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;What makes the method chaining possible is the &lt;code&gt;this&lt;/code&gt; keyword. In JavaScript, the &lt;code&gt;this&lt;/code&gt; keyword refers to the current object in which it is called. Hence, when a method returns &lt;code&gt;this&lt;/code&gt;, it simply returns an instance of the object in which it is returned. Since the returned value is an object instance, it is, therefore, possible for other methods of the object to be called on the returned value which is its instance.&lt;/p&gt;

&lt;h2&gt;
  
  
  Method Chaining Example in ES5
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="kd"&gt;function&lt;/span&gt; &lt;span class="nf"&gt;Recipe&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="k"&gt;this&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;ingredients&lt;/span&gt; &lt;span class="o"&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;Recipe&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;prototype&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;addIngredient&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;function &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;ingredient&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
   &lt;span class="k"&gt;this&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;ingredients&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;push&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;ingredient&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
   &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="k"&gt;this&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt; &lt;span class="c1"&gt;// this makes chaining possible&lt;/span&gt;
 &lt;span class="p"&gt;}&lt;/span&gt;

 &lt;span class="nx"&gt;Recipe&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;prototype&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;getIngredients&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;function &lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
   &lt;span class="k"&gt;if &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;!&lt;/span&gt;&lt;span class="k"&gt;this&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;ingredients&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;length&lt;/span&gt;&lt;span class="p"&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="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;There is no ingredient in this recipe&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="k"&gt;else&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="k"&gt;this&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;ingredients&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;toString&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="kd"&gt;var&lt;/span&gt; &lt;span class="nx"&gt;recipeObj&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;Recipe&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;

 &lt;span class="nx"&gt;recipeObj&lt;/span&gt;
 &lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;addIngredient&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;salt&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="nf"&gt;addIngredient&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;pepper&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="nf"&gt;addIngredient&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;maggi&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="nf"&gt;getIngredients&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;

&lt;span class="c1"&gt;//salt,pepper,maggi&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Method Chaining Example in ES6
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="kd"&gt;class&lt;/span&gt; &lt;span class="nc"&gt;RecipeClass&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nf"&gt;constructor&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="k"&gt;this&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;ingredients&lt;/span&gt; &lt;span class="o"&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;addIngredient&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;ingredient&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="k"&gt;this&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;ingredients&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;push&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;ingredient&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
    &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="k"&gt;this&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;

  &lt;span class="nx"&gt;getIngredients&lt;/span&gt; &lt;span class="o"&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="k"&gt;if &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;!&lt;/span&gt;&lt;span class="k"&gt;this&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;ingredients&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;length&lt;/span&gt;&lt;span class="p"&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="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;There is no ingredient in this recipe&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="k"&gt;else&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="k"&gt;this&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;ingredients&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;toString&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;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;recipeObj2&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;RecipeClass&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;

 &lt;span class="nx"&gt;recipeObj2&lt;/span&gt;
 &lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;addIngredient&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;garlic&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="nf"&gt;addIngredient&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;pepper&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="nf"&gt;addIngredient&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;maggi&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="nf"&gt;getIngredients&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;

&lt;span class="c1"&gt;//garlic,pepper,maggi&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  &lt;strong&gt;Conclusion&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;In this short article, I explained the concept of method chaining in Javascript and demonstrated how it can be achieved using the &lt;code&gt;this&lt;/code&gt; keyword. You can give it a try. ✌️&lt;/p&gt;

</description>
      <category>javascript</category>
      <category>chaining</category>
      <category>methods</category>
    </item>
    <item>
      <title>CSS Media Query Pro Tips</title>
      <dc:creator>Chinedu Orie</dc:creator>
      <pubDate>Wed, 23 Oct 2019 12:45:21 +0000</pubDate>
      <link>https://dev.to/nedsoft/css-media-query-pro-tips-3i80</link>
      <guid>https://dev.to/nedsoft/css-media-query-pro-tips-3i80</guid>
      <description>&lt;p&gt;Media Query is very important in building web applications that can display well across devices of different screen sizes.&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;A media query is an HTML/CSS functionality that allows the content of a Web page to adapt to the type of media that the page is being rendered in, such as a computer screen or that of a phone or tablet. - &lt;em&gt;&lt;a href="https://www.techopedia.com/definition/30449/media-query-responsive-web-design" rel="noopener noreferrer"&gt;techopedia&lt;/a&gt;&lt;/em&gt; &lt;/p&gt;
&lt;/blockquote&gt;

&lt;h2&gt;
  
  
  &lt;strong&gt;Responsive web design Approaches&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;There are two major approaches to implementing responsive web designs namely:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Desktop-first approach&lt;/li&gt;
&lt;li&gt;Mobile-first approach&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;It's very important to note that each of the approaches has some rules that must be observed for it to give the expected result. Let's dive deep into each of the approaches.&lt;/p&gt;

&lt;h2&gt;
  
  
  &lt;strong&gt;Desktop-first Approach&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;In a desktop-first approach, we focus on building layouts that display correctly on desktops (large screens) and then scale down to smaller screen sizes (tablets, mobile phones) in descending order.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Rules for a desktop-first approach&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Use (max-width) for breakpoints&lt;/li&gt;
&lt;li&gt;The breakpoints must be consistently in descending order&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Let's take an example of a desktop-first approach.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight html"&gt;&lt;code&gt;&lt;span class="nt"&gt;&amp;lt;div&lt;/span&gt; &lt;span class="na"&gt;class=&lt;/span&gt;&lt;span class="s"&gt;"container"&lt;/span&gt;&lt;span class="nt"&gt;&amp;gt;&lt;/span&gt;
   &lt;span class="nt"&gt;&amp;lt;div&lt;/span&gt; &lt;span class="na"&gt;class=&lt;/span&gt;&lt;span class="s"&gt;"box1"&lt;/span&gt;&lt;span class="nt"&gt;&amp;gt;&amp;lt;/div&amp;gt;&lt;/span&gt;
   &lt;span class="nt"&gt;&amp;lt;div&lt;/span&gt; &lt;span class="na"&gt;class=&lt;/span&gt;&lt;span class="s"&gt;"box2"&lt;/span&gt;&lt;span class="nt"&gt;&amp;gt;&amp;lt;/div&amp;gt;&lt;/span&gt;
   &lt;span class="nt"&gt;&amp;lt;div&lt;/span&gt; &lt;span class="na"&gt;class=&lt;/span&gt;&lt;span class="s"&gt;"box3"&lt;/span&gt;&lt;span class="nt"&gt;&amp;gt;&amp;lt;/div&amp;gt;&lt;/span&gt;
   &lt;span class="nt"&gt;&amp;lt;div&lt;/span&gt; &lt;span class="na"&gt;class=&lt;/span&gt;&lt;span class="s"&gt;"box4"&lt;/span&gt;&lt;span class="nt"&gt;&amp;gt;&amp;lt;/div&amp;gt;&lt;/span&gt;
&lt;span class="nt"&gt;&amp;lt;/div&amp;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 css"&gt;&lt;code&gt;&lt;span class="nc"&gt;.container&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nl"&gt;width&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="m"&gt;100vw&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
    &lt;span class="nl"&gt;display&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;flex&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
    &lt;span class="nl"&gt;justify-content&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;space-between&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
    &lt;span class="nl"&gt;flex-wrap&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;wrap&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="nc"&gt;.box1&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="nc"&gt;.box2&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="nc"&gt;.box3&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="nc"&gt;.box4&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nl"&gt;border&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="m"&gt;1px&lt;/span&gt; &lt;span class="nb"&gt;solid&lt;/span&gt; &lt;span class="no"&gt;black&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
    &lt;span class="nl"&gt;height&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="m"&gt;100px&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
    &lt;span class="nl"&gt;min-width&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="m"&gt;200px&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
    &lt;span class="nl"&gt;flex-basis&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="m"&gt;20%&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="nc"&gt;.box1&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nl"&gt;background-color&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="no"&gt;red&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="nc"&gt;.box2&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nl"&gt;background-color&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="no"&gt;purple&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="nc"&gt;.box3&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nl"&gt;background-color&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="no"&gt;blue&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="nc"&gt;.box4&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nl"&gt;background-color&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="no"&gt;green&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;


&lt;span class="k"&gt;@media&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;max-width&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="m"&gt;768px&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nc"&gt;.box1&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="nc"&gt;.box2&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="nc"&gt;.box3&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="nc"&gt;.box4&lt;/span&gt;  &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="nl"&gt;flex-basis&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="m"&gt;48%&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="k"&gt;@media&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;max-width&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="m"&gt;500px&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nc"&gt;.box1&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="nc"&gt;.box2&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="nc"&gt;.box3&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="nc"&gt;.box4&lt;/span&gt;  &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="nl"&gt;flex-basis&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="m"&gt;100%&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;p&gt;&lt;a href="https://codesandbox.io/s/static-d0xuw" rel="noopener noreferrer"&gt;View on codesandbox&lt;/a&gt;&lt;br&gt;
&lt;iframe src="https://codesandbox.io/embed/static-d0xuw"&gt;
&lt;/iframe&gt;
&lt;/p&gt;

&lt;p&gt;In order to simplify the explanation, we used only three screen sizes one for desktop, tablet, and mobile phone. Notice how we observed the rules, using &lt;code&gt;max-width&lt;/code&gt; for breakpoints and being consistently in descending order of the breakpoint. &lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;If you mistakenly apply mobile phone breakpoint before tablet breakpoints in a desktop-first approach, what happens is that the tablet breakpoint will override the mobile phone breakpoint. &lt;/p&gt;
&lt;/blockquote&gt;

&lt;h2&gt;
  
  
  &lt;strong&gt;Mobile-first Approach&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;In a mobile-first approach, we focus on building layouts that display correctly on mobile phones (small screens) and then scale up to larger screen sizes (tablets, desktops) in ascending order.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Rules for a mobile-first approach&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Use (min-width) for breakpoints&lt;/li&gt;
&lt;li&gt;The breakpoints must be consistently in ascending order&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;As an example, let's refactor the styles from the desktop-first approach as follows:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight css"&gt;&lt;code&gt;&lt;span class="nc"&gt;.container&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nl"&gt;width&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="m"&gt;100vw&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
    &lt;span class="nl"&gt;display&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;flex&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
    &lt;span class="nl"&gt;flex-direction&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;column&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="nc"&gt;.box1&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="nc"&gt;.box2&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="nc"&gt;.box3&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="nc"&gt;.box4&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nl"&gt;border&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="m"&gt;1px&lt;/span&gt; &lt;span class="nb"&gt;solid&lt;/span&gt; &lt;span class="no"&gt;black&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
    &lt;span class="nl"&gt;height&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="m"&gt;100px&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
    &lt;span class="nl"&gt;width&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="m"&gt;100%&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="k"&gt;@media&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;min-width&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="m"&gt;768px&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nc"&gt;.container&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="nl"&gt;flex-direction&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;row&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
        &lt;span class="nl"&gt;flex-wrap&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;wrap&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
        &lt;span class="nl"&gt;justify-content&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;space-between&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
    &lt;span class="p"&gt;}&lt;/span&gt;
    &lt;span class="nc"&gt;.box1&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="nc"&gt;.box2&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="nc"&gt;.box3&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="nc"&gt;.box4&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="nl"&gt;flex-basis&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="m"&gt;48%&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="k"&gt;@media&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;min-width&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="m"&gt;1024px&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nc"&gt;.container&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="nl"&gt;flex-direction&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;row&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
        &lt;span class="nl"&gt;flex-wrap&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;wrap&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
        &lt;span class="nl"&gt;justify-content&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;space-between&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
    &lt;span class="p"&gt;}&lt;/span&gt;
    &lt;span class="nc"&gt;.box1&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="nc"&gt;.box2&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="nc"&gt;.box3&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="nc"&gt;.box4&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="nl"&gt;flex-basis&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="m"&gt;20%&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;p&gt;&lt;a href="https://codesandbox.io/s/static-jfg63" rel="noopener noreferrer"&gt;View on codesandbox&lt;/a&gt;&lt;br&gt;
&lt;iframe src="https://codesandbox.io/embed/static-jfg63"&gt;
&lt;/iframe&gt;
&lt;/p&gt;

&lt;p&gt;Again, note that the order of the breakpoints is very important in order to arrive at the expected result.&lt;/p&gt;

&lt;h2&gt;
  
  
  &lt;strong&gt;Conclusion&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;In this article, I tried to point out some tips that should be observed to ensure effective media queries. &lt;/p&gt;

&lt;p&gt;Although the examples did not cover all screen sizes, the key takeaway is that there must be consistency in the order of the breakpoints for either a desktop-first approach or a mobile-first approach. &lt;/p&gt;

&lt;p&gt;Your opinions and contributions are welcome, toss your comments in the discussion section.&lt;/p&gt;

&lt;p&gt;&lt;em&gt;Originally published on my &lt;a href="https://www.oriechinedu.com/posts/css-media-query-pro-tips/" rel="noopener noreferrer"&gt;my blog&lt;/a&gt;&lt;/em&gt;&lt;/p&gt;

</description>
      <category>css</category>
      <category>mediaquery</category>
      <category>responsiveness</category>
    </item>
    <item>
      <title>Useful GIT Config Tips</title>
      <dc:creator>Chinedu Orie</dc:creator>
      <pubDate>Wed, 25 Sep 2019 20:47:58 +0000</pubDate>
      <link>https://dev.to/nedsoft/useful-git-config-tips-274i</link>
      <guid>https://dev.to/nedsoft/useful-git-config-tips-274i</guid>
      <description>&lt;p&gt;As software developers, GIT is a useful tool in the course of developments. In most occasions, we do need to configure GIT in our local machines, either changing the existing configuration or setting up a new configuration. In this short article, I want to highlight some config commands that can come in handy in the two scenarios above.&lt;/p&gt;

&lt;h3&gt;
  
  
  Existing Configuration
&lt;/h3&gt;

&lt;p&gt;If you have ever used someone else's machine or inherited one from a developer that already has a global configuration, then you would have experienced the nasty case of a strange username appearing in your commits when you push your code to the repository. It's not a funny experience right? Trust me it can be embarrassing.&lt;/p&gt;

&lt;p&gt;To escape this ugly experience, open your terminal and follow the steps below:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;git config --list
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This lists the available configurations. You can also see the credentials of the existing user.&lt;/p&gt;

&lt;p&gt;Next,&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;git config --global --replace-all user.name "New User Name e.g Jon Doe" \
git config --global --replace-all user.username "New username e.g jonDoe" \
git config --global --replace-all user.email "New User Email"
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The commands above will replace the existing config user information with your own information.&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;Notice that the commands above use the &lt;em&gt;--global&lt;/em&gt; option which sets the configuration globally on your machine, if you want to limit the configuration to a given repository, you can ignore the &lt;em&gt;--global&lt;/em&gt; and the config will only apply to the repository where the command was invoked.&lt;/p&gt;
&lt;/blockquote&gt;

&lt;h3&gt;
  
  
  New Configuration
&lt;/h3&gt;

&lt;p&gt;If your machine is new, you would want to configure GIT after installing it so that your contributions will reflect with your GIT information. The steps below are all you need to hit the ground running.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;git config --global user.name "New User Name e.g Jon Doe" \
git config --global user.username "New username e.g jonDoe" \
git config --global user.email "New User Email"
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;blockquote&gt;
&lt;p&gt;Note: The commands above are using &lt;em&gt;--global&lt;/em&gt; which sets the config globally. If you want the setting to take effect on a given repository, then, then replace the &lt;em&gt;--global&lt;/em&gt; with &lt;em&gt;--local&lt;/em&gt;.&lt;/p&gt;
&lt;/blockquote&gt;

&lt;h3&gt;
  
  
  credential.helper
&lt;/h3&gt;

&lt;p&gt;Most times, it could be annoying when GIT requests for your authentication each time you want to push to the remote repository. One of the ways to stop that is through the &lt;em&gt;credential.helper&lt;/em&gt;. All you need to do is to invoke the command below before pushing to the repository.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;git config credential.helper store
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;After invoking the command above, go ahead and push. You might be required to authenticate but the subsequent pushes will not require authentication as GIT will fetch the credentials from the store.&lt;/p&gt;

&lt;h3&gt;
  
  
  More tips
&lt;/h3&gt;

&lt;p&gt;&lt;strong&gt;Changing remote url&lt;/strong&gt;&lt;br&gt;
Sometimes, we want to change the remote url of a cloned repository or just any remote repository. The command below is all you need.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;git remote set-url origin &amp;lt;new url&amp;gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;To verify that the remote url is exactly the desired one, the command below solves it.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;git remote -v
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Conclusion
&lt;/h3&gt;

&lt;p&gt;Topics about GIT are almost inexhaustible. As a result, we need to focus on the area that we need at some point in time. What I have written in this article is what I find myself surfing the internet each time I need them, hence decided to write about it so that others who find it useful may benefit from its handiness.&lt;/p&gt;

&lt;p&gt;&lt;em&gt;Feel free to add your own helpful tips in the comment section below&lt;/em&gt;.&lt;/p&gt;

</description>
      <category>git</category>
      <category>productivity</category>
    </item>
    <item>
      <title>Send Email with SendGrid and Mailgen in Node.js</title>
      <dc:creator>Chinedu Orie</dc:creator>
      <pubDate>Wed, 11 Sep 2019 22:23:30 +0000</pubDate>
      <link>https://dev.to/nedsoft/send-email-with-sendgrid-and-mailgen-in-node-js-55c4</link>
      <guid>https://dev.to/nedsoft/send-email-with-sendgrid-and-mailgen-in-node-js-55c4</guid>
      <description>&lt;p&gt;Often time we do have needs of sending email in our Node.js application. The first option that comes to mind is &lt;a href="https://nodemailer.com/about/" rel="noopener noreferrer"&gt;Nodemailer&lt;/a&gt;. Nodemailer is a good option except that sometimes it can get quite difficult getting it to work with Gmail SMTP owing to Google's security checks. &lt;em&gt;This might just be my own opinion and experience&lt;/em&gt;.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://www.npmjs.com/package/@sendgrid/mail" rel="noopener noreferrer"&gt;SendGrid&lt;/a&gt; is another option for sending emails in Node.js. In my opinion, sending an email with SendGrid is very seamless. Though the service is not completely free, it allows for sending up to 100 emails per day for free.&lt;/p&gt;

&lt;p&gt;Another important thing in sending email is generating the email template that complies with email template standard which ensures that it renders correctly on different email clients such as Gmail, Yahoomail, etc. Fortunately, there is an npm package called &lt;a href="https://www.npmjs.com/package/mailgen" rel="noopener noreferrer"&gt;Mailgen&lt;/a&gt; which generates a beautiful and standard email template based off of some configurations out of the box.&lt;/p&gt;

&lt;h3&gt;
  
  
  Requirements
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;SendGrid API Key - To generate a SendGrid API key follow the steps below:

&lt;ul&gt;
&lt;li&gt;Visit &lt;a href="https://sendgrid.com" rel="noopener noreferrer"&gt;SendGrid&lt;/a&gt; to create an account&lt;/li&gt;
&lt;li&gt;Log in to the account created&lt;/li&gt;
&lt;li&gt;Click on the &lt;a href="https://app.sendgrid.com/settings/api_keys" rel="noopener noreferrer"&gt;settings&lt;/a&gt; on the left sidebar&lt;/li&gt;
&lt;li&gt;Click on the create on the &lt;code&gt;Create API Key&lt;/code&gt; button to create an API Key.&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;li&gt;A node/Express application.&lt;/li&gt;

&lt;/ul&gt;

&lt;h3&gt;
  
  
  Getting Started
&lt;/h3&gt;

&lt;p&gt;To follow along, clone the project used in this tutorial &lt;a href="https://github.com/oriechinedu/sendgrid-mailgen-email-node" rel="noopener noreferrer"&gt;here&lt;/a&gt;.&lt;/p&gt;

&lt;h3&gt;
  
  
  Step 1 - Setup express project
&lt;/h3&gt;

&lt;p&gt;Create a new directory called &lt;code&gt;sendgrid-email&lt;/code&gt;.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;mkdir sendgrid-email &amp;amp;&amp;amp; cd sendgrid-email
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Next up, open the project in your favorite text editor and install the following dependencies:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;npm i express dotenv mailgen @sendgrid/mail
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Next up, create a file named &lt;code&gt;index.js&lt;/code&gt; at the root of the project and copy the following code into it:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;express&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&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;sendMail&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;./mail&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="nx"&gt;app&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;use&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;express&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;json&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;res&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;=&amp;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!!!&lt;/span&gt;&lt;span class="dl"&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;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;/sendMail&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&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;req&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="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="k"&gt;try&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;sent&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nf"&gt;sendMail&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
    &lt;span class="k"&gt;if &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;sent&lt;/span&gt;&lt;span class="p"&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="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="s1"&gt;email sent successfully&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="k"&gt;catch &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;error&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="k"&gt;throw&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;Error&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;error&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;message&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;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="mi"&gt;3300&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="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;server listening at http://localhost:3300&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;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;&lt;em&gt;&lt;strong&gt;NB:&lt;/strong&gt; Our concern is to set up a simple server top demo the concept in this article and as such no attention is paid to best practices.🙂&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;Looking at the snippet above, we added a route &lt;code&gt;/sendMail&lt;/code&gt; which calls a function &lt;code&gt;sendMail()&lt;/code&gt; imported from &lt;code&gt;mail.js&lt;/code&gt;. Let's create the content of &lt;code&gt;mail.js&lt;/code&gt;.&lt;/p&gt;

&lt;h3&gt;
  
  
  Step 2 - Generate email template with Mailgen
&lt;/h3&gt;

&lt;p&gt;Create a file named &lt;code&gt;mail.js&lt;/code&gt; and copy the following code into it:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;MailGen&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;mailgen&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;sgMail&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;@sendgrid/mail&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;

&lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;dotenv&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nf"&gt;config&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;mailGenerator&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;MailGen&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt;
  &lt;span class="na"&gt;theme&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;salted&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
  &lt;span class="na"&gt;product&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="na"&gt;name&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Awesome App&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
    &lt;span class="na"&gt;link&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;http://example.com&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
    &lt;span class="c1"&gt;// logo: your app logo url&lt;/span&gt;
  &lt;span class="p"&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;email&lt;/span&gt; &lt;span class="o"&gt;=&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="p"&gt;{&lt;/span&gt;
    &lt;span class="na"&gt;name&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Jon Doe&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
    &lt;span class="na"&gt;intro&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Welcome to email verification&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
    &lt;span class="na"&gt;action&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="na"&gt;instructions&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Please click the button below to verify your account&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="na"&gt;button&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="na"&gt;color&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;#33b5e5&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
        &lt;span class="na"&gt;text&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Verify account&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
        &lt;span class="na"&gt;link&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;http://example.com/verify_account&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;span class="p"&gt;}&lt;/span&gt;

&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;emailTemplate&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;mailGenerator&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;generate&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;email&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;fs&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nf"&gt;writeFileSync&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;preview.html&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;emailTemplate&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;utf8&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;We imported the &lt;code&gt;Mailgen&lt;/code&gt; module and then created an instance of it called &lt;code&gt;mailGenerator&lt;/code&gt;. The mailGenerator takes the theme, there are several &lt;a href="https://www.npmjs.com/package/mailgen#more-examples" rel="noopener noreferrer"&gt;themes&lt;/a&gt; you can choose from. The &lt;code&gt;product&lt;/code&gt; object takes &lt;code&gt;name&lt;/code&gt; which is the name of your application, &lt;code&gt;link&lt;/code&gt; the application URL and also &lt;code&gt;logo&lt;/code&gt; which takes the URL of your application logo.&lt;/p&gt;

&lt;p&gt;Next up, we configured the email body and then generated the email template. See the &lt;a href="https://www.npmjs.com/package/mailgen" rel="noopener noreferrer"&gt;Mailgen docs&lt;/a&gt; for more details on how to configure the email body. This line &lt;code&gt;require('fs').writeFileSync('preview.html', emailTemplate, 'utf8')&lt;/code&gt; is optional, you add it if you want to preview the HTML file generated by Mailgen.&lt;/p&gt;

&lt;h3&gt;
  
  
  Step 3 - Send email using SendGrid
&lt;/h3&gt;

&lt;p&gt;Copy the API Key you created earlier into &lt;code&gt;.env&lt;/code&gt;, check &lt;code&gt;.env.example&lt;/code&gt; for a guide.&lt;br&gt;
Next up, copy the snippet below into &lt;code&gt;mail.js&lt;/code&gt;:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;msg&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="na"&gt;to&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;your-email@example.com&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
  &lt;span class="na"&gt;from&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;test@example.com&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
  &lt;span class="na"&gt;subject&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Test verification email&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
  &lt;span class="na"&gt;html&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;emailTemplate&lt;/span&gt;&lt;span class="p"&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;sendMail&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="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="k"&gt;try&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;sgMail&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;setApiKey&lt;/span&gt;&lt;span class="p"&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;SENDGRID_API_KEY&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
    &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nx"&gt;sgMail&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="nx"&gt;msg&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;catch &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;error&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="k"&gt;throw&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;Error&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;error&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;message&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;module&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;exports&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;sendMail&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Setting up SendGrid is very easy as you can see above, all you need is to pass the API Key as shown above and then construct the message and send. We passed the &lt;code&gt;emailTemplate&lt;/code&gt; generated earlier into the SendGrid &lt;code&gt;msg&lt;/code&gt;. &lt;/p&gt;

&lt;p&gt;Check the &lt;a href="https://www.npmjs.com/package/@sendgrid/mail" rel="noopener noreferrer"&gt;@sendgrid/mail docs&lt;/a&gt; for more information on how to configure it.&lt;/p&gt;

&lt;p&gt;That is it! Now start the server and head over to Postman and hit the &lt;code&gt;/sendMail&lt;/code&gt; route.&lt;br&gt;
If everything is alright, you receive an email that looks as shown below:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fthepracticaldev.s3.amazonaws.com%2Fi%2F4c9go3u6n49eyot4dgrn.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fthepracticaldev.s3.amazonaws.com%2Fi%2F4c9go3u6n49eyot4dgrn.png" alt="Image showing the email sent"&gt;&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;You can also preview the email template by opening the &lt;code&gt;preview.html&lt;/code&gt; on the browser.&lt;/p&gt;

&lt;h3&gt;
  
  
  Conclusion
&lt;/h3&gt;

&lt;p&gt;So far we have demonstrated how we can create beautiful email template using Mailgen and send the mail using SendGrid. In a bid to keeping it simple, we implemented everything inside the &lt;code&gt;mail.js&lt;/code&gt;, in practice, you might want to separate it into re-usable modules. For example, you can create a function for generating the email template based on some parameters so that you can easily call it each time you want to send an email.&lt;/p&gt;

&lt;p&gt;Let me know if you have any question or contribution. I am open for discussion. Just reach out to me anytime.&lt;/p&gt;

&lt;p&gt;&lt;em&gt;&lt;a href="https://www.oriechinedu.com/posts/send-email-with-sendgrid-and-mailgen-in-nodejs/" rel="noopener noreferrer"&gt;This was originally published on my blog&lt;/a&gt;&lt;/em&gt;&lt;/p&gt;

</description>
      <category>email</category>
      <category>sendgrid</category>
      <category>mailgen</category>
    </item>
  </channel>
</rss>
