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pre[class*=language-]{background-color:rgba(var(--ui-12-rgb),.5);color:var(--text-01);text-shadow:none;padding:var(--spacing-00);border-radius:var(--spacing-00);font-size:smaller}",":type":"snowflake-site/components/markup-editor","isGSAPEnabled":false},"responsivegrid":{"columnClassNames":{"quickstart_hero":"aem-GridColumn aem-GridColumn--default--12","flexible_column_cont":"aem-GridColumn aem-GridColumn--default--12","markup_editor":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","columnCount":12,":items":{"quickstart_hero":{"id":"quickstart-hero-a03a58c3a4","fragmentPath":"/content/dam/snowflake-site/en/content-fragments/quickstarts/terraforming-snowflake","quickstartHeroTitle":{"lines":["Terraforming Snowflake"],"type":"heading2",":type":"snowflake-site/components/title-v2"},"quickstartHeroAuthor":"Brad Culberson, Scott Winkler, François Vienneau 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negative\n⚠️ \u003Cstrong\u003EDisclaimer\u003C/strong\u003E: You may have already been using the Provider in one of it's legacy version developed by the open source community. Major reworks came with v1.0.0 at the end of 2024, bringing us closer to the official and generally available v2.0.0 release. Not every Snowflake objects are available through the Provider, it's a work in progress. Refer to the \u003Ca href=\"https://registry.terraform.io/providers/snowflakedb/snowflake/latest/docs\"\u003Eofficial documentation\u003C/a\u003E and check out the \u003Ca href=\"https://github.com/snowflakedb/terraform-provider-snowflake/blob/main/ROADMAP.md\"\u003Eproject roadmap\u003C/a\u003E for more information.\u003C/p\u003E\n\u003C/blockquote\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003Easide positive\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003ETip\u003C/strong\u003E – This tutorial will work with the Provider version v1.0.0 and over.\u003C/p\u003E\n\u003C/blockquote\u003E\n","\u003Cp\u003E\u003Ca href=\"https://www.terraform.io/\"\u003ETerraform\u003C/a\u003E is an open-source Infrastructure as Code (IaC) tool created by HashiCorp. It is a declarative Infrastructure as Code tool, meaning instead of writing step-by-step imperative instructions like with SQL, JavaScript or Python, you can declare what you want using a YAML like syntax. Terraform is also stateful, meaning it keeps track of your current state, and compares it with your desired state. A reconciliation process between the two states generates a plan that Terraform can execute to create new resources, or update/delete existing resources. This plan is implemented as an acyclic graph, and is what allows Terraform to understand and handle dependencies between resources. Using Terraform is a great way to manage account level Snowflake resources like Warehouses, Databases, Schemas, Tables, and Roles/Grants, among many other use cases.\u003C/p\u003E\n","\u003Cp\u003EA Terraform provider is available for \u003Ca href=\"https://registry.terraform.io/providers/snowflakedb/snowflake/latest/docs\"\u003ESnowflake\u003C/a\u003E, that allows Terraform to communicate and integrate with Snowflake.\u003C/p\u003E\n","\u003Cp\u003EExample Terraform use-cases:\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003ESet up storage in your cloud provider and add it to Snowflake as an external stage\u003C/li\u003E\u003Cli\u003EAdd storage and connect it to Snowpipe\u003C/li\u003E\u003Cli\u003ECreate a service user and push the key into the secrets manager of your choice, or rotate keys\u003C/li\u003E\u003Cli\u003ECreate database objects objects such as schemas, streams, tasks, views, etc.\u003C/li\u003E\u003Cli\u003EDefine roles, grant privileges to these roles, and assign to users\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003EMany Snowflake customers use Terraform to comply with security controls, maintain consistency, and support similar engineering workflows for infrastructure at scale.\u003C/p\u003E\n","\u003Cp\u003EThis tutorial demonstrates how you can use Terraform to manage your Snowflake configurations in an automated and source-controlled way. We show you how to install and use Terraform to create and manage your Snowflake environment, including how to create a database, schema, warehouse, multiple roles, and a service user.\u003C/p\u003E\n","\u003Cp\u003EThis introductory tutorial does \u003Cem\u003Enot\u003C/em\u003E cover specific cloud providers or how to integrate Terraform into specific CI/CD tools. Those topics may be covered in future labs.\u003C/p\u003E\n","\u003Ch3\u003EPrerequisites\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003EFamiliarity with Git, Snowflake, and Snowflake objects\u003C/li\u003E\u003Cli\u003E\u003Ccode\u003EACCOUNTADMIN\u003C/code\u003E role access to a Snowflake account\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003EWhat You’ll Learn\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003EBasic Terraform usage\u003C/li\u003E\u003Cli\u003EHow to create users, roles, databases, schemas, and warehouses in Terraform\u003C/li\u003E\u003Cli\u003EHow to manage objects from code/source control\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003EWhat You’ll Need\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003EA Snowflake account - create a \u003Ca href=\"https://signup.snowflake.com/\"\u003Etrial account\u003C/a\u003E if needed\u003C/li\u003E\u003Cli\u003EA \u003Ca href=\"https://github.com/\"\u003EGitHub\u003C/a\u003E account\u003C/li\u003E\u003Cli\u003EA \u003Ca href=\"https://github.com/git-guides/install-git\"\u003EGit\u003C/a\u003E command-line client\u003C/li\u003E\u003Cli\u003EA text editor of your choice\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://developer.hashicorp.com/terraform/install\"\u003ETerraform\u003C/a\u003E installed on your machine\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003EWhat You’ll Build\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003EA repository containing a Terraform project that manages Snowflake account objects through code\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003EIn practice, the workflow looks like this:\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003ECreate GitHub repository to version control the code\u003C/li\u003E\u003Cli\u003EDevelop Terraform code to manage Snowflake objects\u003C/li\u003E\u003Cli\u003ESetup config files and initialize the Terraform Provider\u003C/li\u003E\u003Cli\u003EPlan the changes on Snowflake\u003C/li\u003E\u003Cli\u003EApply the changes to Snowflake\u003C/li\u003E\u003C/ol\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/terraforming-snowflake/terraforming-snowflake-overview.png\" alt=\"Terraforming_Snowflake_Overview\"\u003E\u003C/p\u003E\n","\u003Ch2\u003ECreate a New Repository\u003C/h2\u003E\n","\u003Cp\u003ELet's create a new repository to store your Terraform project code. We use the repository name \u003Ccode\u003Esfguide-terraform-sample\u003C/code\u003E in this lab.\u003C/p\u003E\n","\u003Cp\u003ERun the following commands if you use the git command-line client replacing \u003Ccode\u003EYOUR_GITHUB_USERNAME\u003C/code\u003E with your username:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-Shell\"\u003E$ mkdir sfguide-terraform-sample && cd sfguide-terraform-sample\n$ echo "# sfguide-terraform-sample" >> README.md\n$ git init\n$ git add README.md\n$ git commit -m "first commit"\n$ git branch -M main\n$ git remote add origin git@github.com:YOUR_GITHUB_USERNAME/sfguide-terraform-sample.git\n$ git push -u origin main\n\u003C/code\u003E\u003C/pre\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003Easide positive\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003ETip\u003C/strong\u003E – If the commands don't work, verify that you can connect to GitHub using your SSH key, and that your git config is correct for your account.\u003C/p\u003E\n\u003C/blockquote\u003E\n","\u003Cp\u003EYou now have an empty repo that we will use in subsequent steps to Terraform your Snowflake account.\u003C/p\u003E\n","\u003Ch2\u003ECreate a Service User for Terraform\u003C/h2\u003E\n","\u003Cp\u003EWe will now create a service user separate from your own user. A \u003Ca href=\"https://docs.snowflake.com/en/user-guide/admin-user-management#types-of-users\"\u003Eservice-type\u003C/a\u003E user authenticate with Snowflake without a login and password but only with a key-pair approach. No need for password or MFA. This is also how most CI/CD pipelines run Terraform.\u003C/p\u003E\n","\u003Ch3\u003ECreate an RSA key for Authentication\u003C/h3\u003E\n","\u003Cp\u003EThis creates the private and public keys we use to authenticate the service account we will use for Terraform.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-Shell\"\u003E$ cd ~/.ssh\n$ openssl genrsa 2048 | openssl pkcs8 -topk8 -inform PEM -out snowflake_tf_snow_key.p8 -nocrypt\n$ openssl rsa -in snowflake_tf_snow_key.p8 -pubout -out snowflake_tf_snow_key.pub\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Ch3\u003ECreate the User in Snowflake\u003C/h3\u003E\n","\u003Cp\u003ELog in to the Snowflake console and create the \u003Ca href=\"https://docs.snowflake.com/en/user-guide/admin-user-management#label-user-management-types\"\u003Eservice user\u003C/a\u003E by running the following command as the \u003Ccode\u003EACCOUNTADMIN\u003C/code\u003E role.\u003C/p\u003E\n","\u003Cp\u003EBut first:\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003ECopy the text contents of the \u003Ccode\u003E~/.ssh/snowflake_tf_snow_key.pub\u003C/code\u003E file, including the \u003Ccode\u003EPUBLIC KEY\u003C/code\u003E header and the \u003Ccode\u003EPUBLIC KEY\u003C/code\u003E footer.\u003C/li\u003E\u003Cli\u003EPaste all the content of your public key over the \u003Ccode\u003E<RSA_PUBLIC_KEY_HERE>\u003C/code\u003E label (shown below).\u003C/li\u003E\u003C/ol\u003E\n","\u003Cp\u003EExecute the following SQL statements to create the service user (SVC) and grant it access to the \u003Ccode\u003ESYSADMIN\u003C/code\u003E and \u003Ccode\u003ESECURITYADMIN\u003C/code\u003E roles needed for account management.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-SQL\"\u003EUSE ROLE ACCOUNTADMIN;\n\nCREATE USER TERRAFORM_SVC\n    TYPE = SERVICE\n    COMMENT = "Service user for Terraforming Snowflake"\n    RSA_PUBLIC_KEY = "<RSA_PUBLIC_KEY_HERE>";\n\nGRANT ROLE SYSADMIN TO USER TERRAFORM_SVC;\nGRANT ROLE SECURITYADMIN TO USER TERRAFORM_SVC;\n\u003C/code\u003E\u003C/pre\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003Easide negative\u003C/p\u003E\n","\u003Cp\u003EWe grant the user \u003Ccode\u003ESYSADMIN\u003C/code\u003E and \u003Ccode\u003ESECURITYADMIN\u003C/code\u003E privileges to keep the lab simple. An important security best practice, however, is to limit all user accounts to least-privilege access. In a production environment, the public key should also be secured with a secrets management solution like HashiCorp Vault, Azure Key Vault, AWS Secrets Manager, etc.\u003C/p\u003E\n\u003C/blockquote\u003E\n","\u003Ch2\u003ESetup Terraform Authentication\u003C/h2\u003E\n","\u003Cp\u003EWe need to pass provider information to Terraform so it can authenticate as the user on our Snowflake account.\u003C/p\u003E\n","\u003Cp\u003EBut first, run the following to find \u003Ccode\u003EYOUR_SNOWFLAKE_ACCOUNT\u003C/code\u003E. Refer to the \u003Ca href=\"https://docs.snowflake.com/en/user-guide/admin-account-identifier#format-1-preferred-account-name-in-your-organization\"\u003Eaccount identifiers documentation\u003C/a\u003E for more information.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-SQL\"\u003ESELECT LOWER(current_organization_name()) as your_org_name, LOWER(current_account_name()) as your_account_name;\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EWith this information, copy the content of the following block to a new file we'll call \u003Ccode\u003Emain.tf\u003C/code\u003E.\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003EReplace the \u003Ccode\u003Eyour_org_name\u003C/code\u003E and \u003Ccode\u003Eyour_account_name\u003C/code\u003E with your own\u003C/li\u003E\u003Cli\u003EUpdate the \u003Ccode\u003Eprivate_key\u003C/code\u003E file path if you've created it somewhere else\u003C/li\u003E\u003C/ul\u003E\n\u003Cpre\u003E\u003Ccode\u003Eterraform {\n  required_providers {\n    snowflake = {\n      source = "snowflakedb/snowflake"\n    }\n  }\n}\n\nlocals {\n  organization_name = "your_org_name"\n  account_name      = "your_account_name"\n  private_key_path  = "~/.ssh/snowflake_tf_snow_key.p8"\n}\n\nprovider "snowflake" {\n    organization_name = local.organization_name\n    account_name      = local.account_name\n    user              = "TERRAFORM_SVC"\n    role              = "SYSADMIN"\n    authenticator     = "SNOWFLAKE_JWT"\n    private_key       = file(local.private_key_path)\n}\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EThe Snowflake Provider will use the information we provided to securely authenticate with your Snowflake account as the service user.\u003C/p\u003E\n","\u003Ch2\u003EDeclaring Resources\u003C/h2\u003E\n","\u003Cp\u003EIn the the same \u003Ccode\u003Emain.tf\u003C/code\u003E file, let's add two configurations for the database and the warehouse that we want Terraform to create.\u003C/p\u003E\n","\u003Cp\u003ECopy the contents of the following block at the end of your \u003Ccode\u003Emain.tf\u003C/code\u003E file, following the provider information:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode\u003Eresource "snowflake_database" "tf_db" {\n  name         = "TF_DEMO_DB"\n  is_transient = false\n}\n\nresource "snowflake_warehouse" "tf_warehouse" {\n  name                      = "TF_DEMO_WH"\n  warehouse_type            = "STANDARD"\n  warehouse_size            = "XSMALL"\n  max_cluster_count         = 1\n  min_cluster_count         = 1\n  auto_suspend              = 60\n  auto_resume               = true\n  enable_query_acceleration = false\n  initially_suspended       = true\n}\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EThis is all the code needed to create these resources: a database and a XS virtual warehouse.\u003C/p\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003Easide positive\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003ETip\u003C/strong\u003E – You can split objects creation in as many \u003Ccode\u003E.tf\u003C/code\u003E files as necessary, no need to keep everything in \u003Ccode\u003Emain.tf\u003C/code\u003E. Split them in a way that makes logical sense for your own use.\u003C/p\u003E\n\u003C/blockquote\u003E\n","\u003Cp\u003ESnowflake objects creation, or \u003Cem\u003Eresources\u003C/em\u003E in Terraform terms, all follow the same pattern. In the case of the database we just defined:\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Ccode\u003Esnowflake_database\u003C/code\u003E is the type of the resource. In this case, a Snowflake database.\u003C/li\u003E\u003Cli\u003E\u003Ccode\u003Etf_db\u003C/code\u003E is the resource name. You can name your resource whatever you want but we suggest to make it descriptive and unique. It will be used by Terraform to identify the resource when referencing it.\u003C/li\u003E\u003Cli\u003E\u003Ccode\u003ETF_DEMO_DB\u003C/code\u003E is the name you want to give to your Snowflake object, how it will appear in Snowflake. \u003C/li\u003E\u003Cli\u003E\u003Ccode\u003Eis_transient\u003C/code\u003E is a paramter specific to this resource.\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003EAlways consult the \u003Ca href=\"https://registry.terraform.io/providers/snowflakedb/snowflake/latest/docs\"\u003Edocumentation\u003C/a\u003E when you're creating new resources.\u003C/p\u003E\n","\u003Ch2\u003EPreparing the Project to Run\u003C/h2\u003E\n","\u003Cp\u003ETo set up the project to run Terraform, you first need to initialize the project.\u003C/p\u003E\n","\u003Cp\u003ERun the following from a terminal in your project folder:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-Shell\"\u003E$ terraform init\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EThe dependencies needed to run Terraform are downloaded to your computer.\u003C/p\u003E\n","\u003Cp\u003EIn this demo, we use a local backend for Terraform, which means that state file are stored locally on the machine running Terraform. Because Terraform state files are required to calculate all changes, it's critical that you do not lose this file (\u003Ccode\u003E*.tfstate\u003C/code\u003E, and \u003Ccode\u003E*.tfstate.*\u003C/code\u003E for older state files), or Terraform will lose track of what resources it is managing. For any kind of multi-tenancy or automation workflows, it is highly recommended to use \u003Ca href=\"https://developer.hashicorp.com/terraform/language/backend/remote\"\u003Eremote backends\u003C/a\u003E, which is outside the scope of this lab.\u003C/p\u003E\n","\u003Cp\u003EThe \u003Ccode\u003E.terraform\u003C/code\u003E folder is where all provider and modules dependencies are downloaded. There is nothing important in this folder and it is safe to delete. You should add this folder, and the Terraform state files (since you do not want to be checking in sensitive information into your version control system) to \u003Ccode\u003E.gitignore\u003C/code\u003E.\u003C/p\u003E\n","\u003Cp\u003ECreate a file named \u003Ccode\u003E.gitignore\u003C/code\u003E in your project root, then add the following text to the file, and save it:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-plaintext\"\u003E*.terraform*\n*.tfstate\n*.tfstate.*\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Ch2\u003ECommit changes to source control\u003C/h2\u003E\n","\u003Cp\u003ERun the following to check in your files for future change tracking:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-Shell\"\u003E$ git checkout -b dbwh\n$ git add .\n$ git commit -m "Add Config, Database and Warehouse"\n$ git push origin HEAD\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003ENext, you can log in to GitHub and create a pull request.\u003C/p\u003E\n","\u003Cp\u003EIn many production systems, a GitHub commit triggers a CI/CD job, which creates a plan that engineers can review. If the changes are desired, the pull request is merged. After the merge, a CI/CD job kicks off and applies the changes made in the main branch.\u003C/p\u003E\n","\u003Cp\u003ETo manage different environments (dev/test/prod), you can configure the Terraform code with different \u003Ca href=\"https://developer.hashicorp.com/terraform/language/values/variables\"\u003Einput variables\u003C/a\u003E and deploy to either the same Snowflake account, or different Snowflake accounts.\u003C/p\u003E\n","\u003Cp\u003EYour specific workflow will depend on your requirements, including your compliance needs, your other workflows, and your environment and account topology.\u003C/p\u003E\n","\u003Cp\u003EFor this lab, you can simulate the proposed CI/CD job and do a plan to see what Terraform wants to change. During the Terraform plan, Terraform performs a diff calculation to compare the desired state with the previous/current state from the state file to determine the actions that need to be done.\u003C/p\u003E\n","\u003Cp\u003EFrom a terminal in your project folder, run:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-Shell\"\u003E$ terraform plan\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EThe Provider will send multiple \u003Ccode\u003ESHOW\u003C/code\u003E commands to Snowflake to compare what is present in your infrastructure what have been defined in the Terraform configuration file(s).\u003C/p\u003E\n","\u003Ch2\u003ERunning Terraform\u003C/h2\u003E\n","\u003Cp\u003ENow that you have reviewed the plan, we simulate the next step of the CI/CD job by applying those changes to your account.\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003E\n","\u003Cp\u003EFrom a terminal  in your project folder, run:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-Shell\"\u003E$ terraform apply\n\u003C/code\u003E\u003C/pre\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003ETerraform regenerates the execution plan (unless you supply an optional path to the \u003Ccode\u003Eplan.out\u003C/code\u003E file) and applies the needed changes after you manually confirm them. In this case, Terraform will create two new resources, and have no other changes.\u003C/p\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003ELog in to your Snowflake account and verify that Terraform created the database and the warehouse.\u003C/p\u003E\n\u003C/li\u003E\u003C/ol\u003E\n","\u003Ch2\u003EChanging and Adding Resources\u003C/h2\u003E\n","\u003Cp\u003EThe syntax to add new resources is very similar to the database and warehouse you already created. By now you have learned almost everything you need to know to create and update resources in Snowflake. The Provider also lets you add resources but also modify your existing resources.\u003C/p\u003E\n","\u003Cp\u003ELet's create and modify new objects:\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003EWe need to modify the size of the warehouse we already created.\u003C/li\u003E\u003Cli\u003EAll databases need a schema to store tables, let's add one.\u003C/li\u003E\u003Cli\u003EWe'll create a new role and a new user that will use this role.\u003C/li\u003E\u003Cli\u003EThe role needs to be granted privileges on the objects we created.\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003EYou'll see that most of this is what you would expect. The only new part is creating the private key. Because the Terraform TLS private key generator doesn't export the public key in a format that the Terraform provider can consume, some string manipulations are needed.\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003EIn the \u003Ccode\u003Emain.tf\u003C/code\u003E file, change the warehouse size from \u003Ccode\u003EXSMALL\u003C/code\u003E to \u003Ccode\u003ESMALL\u003C/code\u003E:\u003C/li\u003E\u003C/ol\u003E\n\u003Cpre\u003E\u003Ccode\u003Eresource "snowflake_warehouse" "tf_warehouse" {\n  name                      = "TF_DEMO_WH"\n  warehouse_type            = "STANDARD"\n  warehouse_size            = "SMALL"\n  max_cluster_count         = 1\n  min_cluster_count         = 1\n  auto_suspend              = 60\n  auto_resume               = true\n  enable_query_acceleration = false\n  initially_suspended       = true\n}\n\u003C/code\u003E\u003C/pre\u003E\n\u003Col start=\"2\"\u003E\u003Cli\u003EIn the same file, add the following resource to create a schema:\u003C/li\u003E\u003C/ol\u003E\n\u003Cpre\u003E\u003Ccode\u003E# Create a new schema in the DB\nresource "snowflake_schema" "tf_db_tf_schema" {\n  name                = "TF_DEMO_SC"\n  database            = snowflake_database.tf_db.name\n  with_managed_access = false\n}\n\u003C/code\u003E\u003C/pre\u003E\n\u003Col start=\"3\"\u003E\u003Cli\u003EStill in \u003Ccode\u003Emain.tf\u003C/code\u003E, add the following resources to create a role, a user, and grant the role to the user:\u003C/li\u003E\u003C/ol\u003E\n\u003Cpre\u003E\u003Ccode\u003E# New provider that will use USERADMIN to create users, roles, and grants\nprovider "snowflake" {\n    organization_name = local.organization_name\n    account_name      = local.account_name\n    user              = "TERRAFORM_SVC"\n    role              = "USERADMIN"\n    alias             = "useradmin"\n    authenticator     = "SNOWFLAKE_JWT"\n    private_key       = file(local.private_key_path)\n}\n\n# Create a new role using USERADMIN\nresource "snowflake_account_role" "tf_role" {\n    provider          = snowflake.useradmin\n    name              = "TF_DEMO_ROLE"\n    comment           = "My Terraform role"\n}\n\n# Grant the new role to SYSADMIN (best practice)\nresource "snowflake_grant_account_role" "grant_tf_role_to_sysadmin" {\n    provider         = snowflake.useradmin\n    role_name        = snowflake_account_role.tf_role.name\n    parent_role_name = "SYSADMIN"\n}\n\n# Create a key for the new user\nresource "tls_private_key" "svc_key" {\n    algorithm = "RSA"\n    rsa_bits  = 2048\n}\n\n# Create a new user\nresource "snowflake_user" "tf_user" {\n    provider          = snowflake.useradmin\n    name              = "TF_DEMO_USER"\n    default_warehouse = snowflake_warehouse.tf_warehouse.name\n    default_role      = snowflake_account_role.tf_role.name\n    default_namespace = "${snowflake_database.tf_db.name}.${snowflake_schema.tf_db_tf_schema.fully_qualified_name}"\n    rsa_public_key    = substr(tls_private_key.svc_key.public_key_pem, 27, 398)\n}\n\n# Grant the new role to the new user\nresource "snowflake_grant_account_role" "grants" {\n    provider          = snowflake.useradmin\n    role_name         = snowflake_account_role.tf_role.name\n    user_name         = snowflake_user.tf_user.name\n}\n\u003C/code\u003E\u003C/pre\u003E\n\u003Col start=\"4\"\u003E\u003Cli\u003ELastly, always in \u003Ccode\u003Emain.tf\u003C/code\u003E, let's give our new role some privileges:\u003C/li\u003E\u003C/ol\u003E\n\u003Cpre\u003E\u003Ccode\u003E# Grant usage on the database\nresource "snowflake_grant_privileges_to_account_role" "grant_usage_tf_db_to_tf_role" {\n    provider          = snowflake.useradmin\n    privileges        = ["USAGE"]\n    account_role_name = snowflake_account_role.tf_role.name\n    on_account_object {\n        object_type = "DATABASE"\n        object_name = snowflake_database.tf_db.name\n  }\n}\n\n# Grant usage on the schema\nresource "snowflake_grant_privileges_to_account_role" "grant_usage_tf_db_tf_schema_to_tf_role" {\n    provider          = snowflake.useradmin\n    privileges        = ["USAGE"]\n    account_role_name = snowflake_account_role.tf_role.name\n    on_schema {\n        schema_name = snowflake_schema.tf_db_tf_schema.fully_qualified_name\n  }\n}\n\n# Grant select on all tables in the schema (even if the schema is empty)\nresource "snowflake_grant_privileges_to_account_role" "grant_all_tables" {\n    provider          = snowflake.useradmin\n    privileges        = ["SELECT"]\n    account_role_name = snowflake_account_role.tf_role.name\n    on_schema_object {\n        all {\n            object_type_plural = "TABLES"\n            in_schema          = snowflake_schema.tf_db_tf_schema.fully_qualified_name\n    }\n  }\n}\n\n# Grant select on the future tables in the schema\nresource "snowflake_grant_privileges_to_account_role" "grant_future_tables" {\n    provider          = snowflake.useradmin\n    privileges        = ["SELECT"]\n    account_role_name = snowflake_account_role.tf_role.name\n    on_schema_object {\n        future {\n            object_type_plural = "TABLES"\n            in_schema          = snowflake_schema.tf_db_tf_schema.fully_qualified_name\n    }\n  }\n}\n\u003C/code\u003E\u003C/pre\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003Easide positive\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003ETip\u003C/strong\u003E – When referencing other objects in the definition of a resource, it's recommend to use the fully qualified name (FQN).\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003EIn the case of an account-level object, such as a database, a role, etc., it would look like \u003Ccode\u003Esnowflake_database.<database_name>.name\u003C/code\u003E where \u003Ccode\u003E<database_name>\u003C/code\u003E is the resource name of your database.\u003C/li\u003E\u003Cli\u003EIn the case of a database and a schema-level object, such as a schema, a stage, a view, etc., it would look like \u003Ccode\u003Esnowflake_schema.<schema_name>.fully_qualified_name\u003C/code\u003E where \u003Ccode\u003E<schema_name>\u003C/code\u003E is the resource name of your schema.\u003C/li\u003E\u003C/ul\u003E\n\u003C/blockquote\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003EMake sure you use the name of the resource and not the actual database name or you may encounter issues. Using the FQN will help Terraform identify the resources and create them in order. Check out the \u003Ca href=\"https://registry.terraform.io/providers/snowflakedb/snowflake/latest/docs/guides/identifiers_rework_design_decisions#new-computed-fully-qualified-name-field-in-resources\"\u003Eidentifiers guide\u003C/a\u003E for more info.\u003C/p\u003E\n\u003C/blockquote\u003E\n\u003Col start=\"5\"\u003E\u003Cli\u003ETo get the public and private key information for the application, use Terraform \u003Ca href=\"https://www.terraform.io/docs/language/values/outputs.html\"\u003Eoutput values\u003C/a\u003E.\u003C/li\u003E\u003C/ol\u003E\n","\u003Cp\u003EAdd the following resources to a new file named \u003Ccode\u003Eoutputs.tf\u003C/code\u003E\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode\u003Eoutput "snowflake_svc_public_key" {\n    value     = tls_private_key.svc_key.public_key_pem\n}\n\noutput "snowflake_svc_private_key" {\n    value     = tls_private_key.svc_key.private_key_pem\n    sensitive = true\n}\n\u003C/code\u003E\u003C/pre\u003E\n\u003Col start=\"6\"\u003E\u003Cli\u003ERun \u003Ccode\u003Eterraform plan\u003C/code\u003E to validate all your new code.\u003C/li\u003E\u003C/ol\u003E\n","\u003Cp\u003EThe output will list all the actions Terraform would perform when applying the changes. Review them to make sure the appropriate activities will happen.\u003C/p\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003Easide negative\u003C/p\u003E\n","\u003Cp\u003EYou will need to run \u003Ccode\u003Eterraform init -upgrade\u003C/code\u003E in order to use \u003Ccode\u003Etls_private_key\u003C/code\u003E resource. Running the command will install \u003Ca href=\"https://registry.terraform.io/providers/hashicorp/tls/latest\"\u003Ehashicorp/tls\u003C/a\u003E.\u003C/p\u003E\n\u003C/blockquote\u003E\n","\u003Ch2\u003ECommit Changes to Source Control\u003C/h2\u003E\n","\u003Cp\u003ELet's check in our files for future change tracking:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-Shell\"\u003E$ git checkout -b feat/objects-and-service-user\n$ git add main.tf\n$ git add outputs.tf\n$ git commit -m "Create Service User, Role, Schema, Grants"\n$ git push origin HEAD\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EYou can log in to Github to create the pull request and merge the changes. Pull Requests allow for process controls for reviews and the centralized git repo can automatically event CI/CD workflows as desired.\u003C/p\u003E\n","\u003Ch2\u003EApply and Verify the Changes\u003C/h2\u003E\n","\u003Cp\u003ETo simulate the CI/CD pipeline, we can apply the changes to conform the desired state with the stored state.\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003EFrom a shell in your project folder (with your Account Information in environment) run:\u003C/li\u003E\u003C/ol\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-Shell\"\u003E$ terraform apply\n\u003C/code\u003E\u003C/pre\u003E\n\u003Col start=\"2\"\u003E\u003Cli\u003EAccept the changes if they look appropriate.\u003C/li\u003E\u003Cli\u003ELog in to the console to see all the changes complete.\u003C/li\u003E\u003C/ol\u003E\n","\u003Cp\u003EBecause all changes are stored in source control and applied by CI/CD, you can get a \u003Ca href=\"https://github.com/Snowflake-Labs/sfguide-terraform-sample/commits/main/main.tf\"\u003Ehistory\u003C/a\u003E of all your environment changes. You can put compliance controls into place and limit authorization to directly manage the environments to fewer users. This also makes it easy to bring up new environments that are identical to others in a timely manner without managing SQL scripts.\u003C/p\u003E\n","\u003Ch2\u003ECleanup\u003C/h2\u003E\n","\u003Cp\u003EYou're almost done with the demo. We have one thing left to do: clean up your account.\u003C/p\u003E\n","\u003Ch3\u003EDestroy all the Terraform Managed Resources\u003C/h3\u003E\n\u003Col\u003E\u003Cli\u003EFrom a terminal in your project folder, run:\u003C/li\u003E\u003C/ol\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-Shell\"\u003E$ terraform destroy\n\u003C/code\u003E\u003C/pre\u003E\n\u003Col start=\"2\"\u003E\u003Cli\u003EAccept the changes if they look appropriate.\u003C/li\u003E\u003Cli\u003ELog into the console to verify that all the objects are destroyed. The database, schema, warehouse, role, and the user objects created by Terraform will be automatically deleted.\u003C/li\u003E\u003C/ol\u003E\n","\u003Ch3\u003EDrop the Snowflake User\u003C/h3\u003E\n","\u003Cp\u003EIn Snowflake, run:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-SQL\"\u003EDROP USER TERRAFORM_SVC;\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Ch2\u003EConclusion\u003C/h2\u003E\n","\u003Cp\u003EIf you are new to Terraform, there's still a lot to learn. We suggest researching \u003Ca href=\"https://developer.hashicorp.com/terraform/language/state/remote\"\u003Eremote state\u003C/a\u003E, \u003Ca href=\"https://developer.hashicorp.com/terraform/language/values/variables\"\u003Einput variables\u003C/a\u003E, and \u003Ca href=\"https://developer.hashicorp.com/terraform/language/modules/develop\"\u003Ebuilding modules\u003C/a\u003E. This will empower you to build and manage your Snowflake environment(s) through a simple declarative language.\u003C/p\u003E\n","\u003Cp\u003EThe Terraform provider for Snowflake is an open-source project. If you need Terraform to manage a resource that has not yet been created in the \u003Ca href=\"https://registry.terraform.io/providers/snowflakedb/snowflake/latest\"\u003Eprovider\u003C/a\u003E, we welcome contributions! We also welcome submitting issues and feedback to the \u003Ca href=\"https://github.com/snowflakedb/terraform-provider-snowflake\"\u003EGithub Project\u003C/a\u003E to help improve the Terraform provider project and overall experience.\u003C/p\u003E\n","\u003Ch3\u003ENext steps\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003E\n","\u003Cp\u003EYou will need to decide how you will run your Terraform changes. In this demo, you ran Terraform on your local computer, but that is rarely done in a production environment. Best practices will have CI/CD pipelines that automate all workflows responsible for changing shared environments. CI/CD pipelines provide better gates for changing those environments, and they produce an audit trail in source control so that you can review the history of an environment.\u003C/p\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003EYou will want to make the decision about how you isolate your environments and projects, whether via namespacing/RBAC or via multiple accounts. Changing this later is difficult as most modules and CI/CD infrastructure will need to be heavily modified for the alternative approach.\u003C/p\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003EYou may also need to evaluate other tools to complete your infrastructure management. Terraform is a powerful tool for managing many resources in Snowflake, but it has limitations. It's a project that is still being developed, as is the Snowflake platform.\u003C/p\u003E\n\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003EOther tools are available to manage things like data migrations and table schema changes. We often see Terraform paired with one of the following to meet all customer requirements.\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Ca href=\"https://www.getdbt.com/\"\u003Edbt\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://github.com/Snowflake-Labs/schemachange\"\u003Eschemachange\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://flywaydb.org/\"\u003EFlyway\u003C/a\u003E\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003EIf you had any issues with this project you can pull \u003Ca href=\"https://github.com/Snowflake-Labs/sfguide-terraform-sample\"\u003Ea working version\u003C/a\u003E directly from Github.\u003C/p\u003E\n","\u003Ch3\u003EWhat we've covered\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003EGetting started with Terraform\u003C/li\u003E\u003Cli\u003ESetting up a new project\u003C/li\u003E\u003Cli\u003EAdding a new database, warehouse, schema, user, role, and grants\u003C/li\u003E\u003Cli\u003ECleaning up by destroying all the resources we've created\u003C/li\u003E\u003C/ul\u003E"],"description":"","title":"Terraforming Snowflake","elements":{"quickstartArticleBody":{"dataType":"string","title":"Quickstart Article Body","value":"## Overview\r\n\r\n\u003E aside negative\r\n\u003E ⚠️ **Disclaimer**: You may have already been using the Provider in one of it's legacy version developed by the open source community. Major reworks came with v1.0.0 at the end of 2024, bringing us closer to the official and generally available v2.0.0 release. Not every Snowflake objects are available through the Provider, it's a work in progress. Refer to the [official documentation](https://registry.terraform.io/providers/snowflakedb/snowflake/latest/docs) and check out the [project roadmap](https://github.com/snowflakedb/terraform-provider-snowflake/blob/main/ROADMAP.md) for more information.\r\n\r\n\u003E aside positive\r\n\u003E \r\n\u003E  **Tip** – This tutorial will work with the Provider version v1.0.0 and over.\r\n\r\n[Terraform](https://www.terraform.io/) is an open-source Infrastructure as Code (IaC) tool created by HashiCorp. It is a declarative Infrastructure as Code tool, meaning instead of writing step-by-step imperative instructions like with SQL, JavaScript or Python, you can declare what you want using a YAML like syntax. Terraform is also stateful, meaning it keeps track of your current state, and compares it with your desired state. A reconciliation process between the two states generates a plan that Terraform can execute to create new resources, or update/delete existing resources. This plan is implemented as an acyclic graph, and is what allows Terraform to understand and handle dependencies between resources. Using Terraform is a great way to manage account level Snowflake resources like Warehouses, Databases, Schemas, Tables, and Roles/Grants, among many other use cases.  \r\n\r\nA Terraform provider is available for [Snowflake](https://registry.terraform.io/providers/snowflakedb/snowflake/latest/docs), that allows Terraform to communicate and integrate with Snowflake.\r\n\r\nExample Terraform use-cases:\r\n - Set up storage in your cloud provider and add it to Snowflake as an external stage\r\n - Add storage and connect it to Snowpipe\r\n - Create a service user and push the key into the secrets manager of your choice, or rotate keys\r\n - Create database objects objects such as schemas, streams, tasks, views, etc.\r\n - Define roles, grant privileges to these roles, and assign to users\r\n\r\nMany Snowflake customers use Terraform to comply with security controls, maintain consistency, and support similar engineering workflows for infrastructure at scale.\r\n\r\nThis tutorial demonstrates how you can use Terraform to manage your Snowflake configurations in an automated and source-controlled way. We show you how to install and use Terraform to create and manage your Snowflake environment, including how to create a database, schema, warehouse, multiple roles, and a service user.  \r\n\r\n This introductory tutorial does _not_ cover specific cloud providers or how to integrate Terraform into specific CI/CD tools. Those topics may be covered in future labs.\r\n\r\n### Prerequisites\r\n- Familiarity with Git, Snowflake, and Snowflake objects\r\n- `ACCOUNTADMIN` role access to a Snowflake account\r\n\r\n### What You’ll Learn\r\n- Basic Terraform usage\r\n- How to create users, roles, databases, schemas, and warehouses in Terraform\r\n- How to manage objects from code/source control\r\n\r\n### What You’ll Need\r\n- A Snowflake account - create a [trial account](https://signup.snowflake.com/) if needed\r\n- A [GitHub](https://github.com/) account\r\n- A [Git](https://github.com/git-guides/install-git) command-line client\r\n- A text editor of your choice\r\n- [Terraform](https://developer.hashicorp.com/terraform/install) installed on your machine\r\n\r\n### What You’ll Build\r\n- A repository containing a Terraform project that manages Snowflake account objects through code\r\n\r\nIn practice, the workflow looks like this:\r\n\r\n1. Create GitHub repository to version control the code\r\n2. Develop Terraform code to manage Snowflake objects\r\n3. Setup config files and initialize the Terraform Provider\r\n4. Plan the changes on Snowflake\r\n5. Apply the changes to Snowflake\r\n\r\n  ![Terraforming_Snowflake_Overview](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/terraforming-snowflake/terraforming-snowflake-overview.png)\r\n\r\n## Create a New Repository\r\n\r\nLet's create a new repository to store your Terraform project code. We use the repository name `sfguide-terraform-sample` in this lab. \r\n\r\nRun the following commands if you use the git command-line client replacing `YOUR_GITHUB_USERNAME` with your username:\r\n\r\n```Shell\r\n$ mkdir sfguide-terraform-sample && cd sfguide-terraform-sample\r\n$ echo \"# sfguide-terraform-sample\" \u003E\u003E README.md\r\n$ git init\r\n$ git add README.md\r\n$ git commit -m \"first commit\"\r\n$ git branch -M main\r\n$ git remote add origin git@github.com:YOUR_GITHUB_USERNAME/sfguide-terraform-sample.git\r\n$ git push -u origin main\r\n```\r\n\r\n\u003E aside positive\r\n\u003E \r\n\u003E  **Tip** – If the commands don't work, verify that you can connect to GitHub using your SSH key, and that your git config is correct for your account.\r\n\r\nYou now have an empty repo that we will use in subsequent steps to Terraform your Snowflake account.\r\n\r\n## Create a Service User for Terraform\r\n\r\nWe will now create a service user separate from your own user. A [service-type](https://docs.snowflake.com/en/user-guide/admin-user-management#types-of-users) user authenticate with Snowflake without a login and password but only with a key-pair approach. No need for password or MFA. This is also how most CI/CD pipelines run Terraform.\r\n\r\n### Create an RSA key for Authentication\r\n\r\nThis creates the private and public keys we use to authenticate the service account we will use for Terraform.\r\n\r\n```Shell\r\n$ cd ~/.ssh\r\n$ openssl genrsa 2048 | openssl pkcs8 -topk8 -inform PEM -out snowflake_tf_snow_key.p8 -nocrypt\r\n$ openssl rsa -in snowflake_tf_snow_key.p8 -pubout -out snowflake_tf_snow_key.pub\r\n```\r\n\r\n### Create the User in Snowflake\r\n\r\nLog in to the Snowflake console and create the [service user](https://docs.snowflake.com/en/user-guide/admin-user-management#label-user-management-types) by running the following command as the `ACCOUNTADMIN` role.\r\n\r\nBut first:\r\n1. Copy the text contents of the `~/.ssh/snowflake_tf_snow_key.pub` file, including the `PUBLIC KEY` header and the `PUBLIC KEY` footer.\r\n2. Paste all the content of your public key over the `\u003CRSA_PUBLIC_KEY_HERE\u003E` label (shown below).\r\n\r\nExecute the following SQL statements to create the service user (SVC) and grant it access to the `SYSADMIN` and `SECURITYADMIN` roles needed for account management.\r\n\r\n```SQL\r\nUSE ROLE ACCOUNTADMIN;\r\n\r\nCREATE USER TERRAFORM_SVC\r\n    TYPE = SERVICE\r\n    COMMENT = \"Service user for Terraforming Snowflake\"\r\n    RSA_PUBLIC_KEY = \"\u003CRSA_PUBLIC_KEY_HERE\u003E\";\r\n\r\nGRANT ROLE SYSADMIN TO USER TERRAFORM_SVC;\r\nGRANT ROLE SECURITYADMIN TO USER TERRAFORM_SVC;\r\n```\r\n\r\n\r\n\u003E aside negative\r\n\u003E \r\n\u003E  We grant the user `SYSADMIN` and `SECURITYADMIN` privileges to keep the lab simple. An important security best practice, however, is to limit all user accounts to least-privilege access. In a production environment, the public key should also be secured with a secrets management solution like HashiCorp Vault, Azure Key Vault, AWS Secrets Manager, etc.\r\n\r\n## Setup Terraform Authentication\r\n\r\nWe need to pass provider information to Terraform so it can authenticate as the user on our Snowflake account.\r\n\r\nBut first, run the following to find `YOUR_SNOWFLAKE_ACCOUNT`. Refer to the [account identifiers documentation](https://docs.snowflake.com/en/user-guide/admin-account-identifier#format-1-preferred-account-name-in-your-organization) for more information.\r\n\r\n```SQL\r\nSELECT LOWER(current_organization_name()) as your_org_name, LOWER(current_account_name()) as your_account_name;\r\n```\r\n\r\nWith this information, copy the content of the following block to a new file we'll call `main.tf`.\r\n\r\n- Replace the `your_org_name` and `your_account_name` with your own\r\n- Update the `private_key` file path if you've created it somewhere else\r\n\r\n```\r\nterraform {\r\n  required_providers {\r\n    snowflake = {\r\n      source = \"snowflakedb/snowflake\"\r\n    }\r\n  }\r\n}\r\n\r\nlocals {\r\n  organization_name = \"your_org_name\"\r\n  account_name      = \"your_account_name\"\r\n  private_key_path  = \"~/.ssh/snowflake_tf_snow_key.p8\"\r\n}\r\n\r\nprovider \"snowflake\" {\r\n    organization_name = local.organization_name\r\n    account_name      = local.account_name\r\n    user              = \"TERRAFORM_SVC\"\r\n    role              = \"SYSADMIN\"\r\n    authenticator     = \"SNOWFLAKE_JWT\"\r\n    private_key       = file(local.private_key_path)\r\n}\r\n```\r\n\r\nThe Snowflake Provider will use the information we provided to securely authenticate with your Snowflake account as the service user.\r\n\r\n## Declaring Resources\r\n\r\nIn the the same `main.tf` file, let's add two configurations for the database and the warehouse that we want Terraform to create.\r\n\r\nCopy the contents of the following block at the end of your `main.tf` file, following the provider information:\r\n\r\n```\r\nresource \"snowflake_database\" \"tf_db\" {\r\n  name         = \"TF_DEMO_DB\"\r\n  is_transient = false\r\n}\r\n\r\nresource \"snowflake_warehouse\" \"tf_warehouse\" {\r\n  name                      = \"TF_DEMO_WH\"\r\n  warehouse_type            = \"STANDARD\"\r\n  warehouse_size            = \"XSMALL\"\r\n  max_cluster_count         = 1\r\n  min_cluster_count         = 1\r\n  auto_suspend              = 60\r\n  auto_resume               = true\r\n  enable_query_acceleration = false\r\n  initially_suspended       = true\r\n}\r\n```\r\n\r\nThis is all the code needed to create these resources: a database and a XS virtual warehouse.\r\n\r\n\u003E aside positive\r\n\u003E \r\n\u003E  **Tip** – You can split objects creation in as many `.tf` files as necessary, no need to keep everything in `main.tf`. Split them in a way that makes logical sense for your own use.\r\n\r\nSnowflake objects creation, or _resources_ in Terraform terms, all follow the same pattern. In the case of the database we just defined:\r\n\r\n- `snowflake_database` is the type of the resource. In this case, a Snowflake database.\r\n- `tf_db` is the resource name. You can name your resource whatever you want but we suggest to make it descriptive and unique. It will be used by Terraform to identify the resource when referencing it.\r\n- `TF_DEMO_DB` is the name you want to give to your Snowflake object, how it will appear in Snowflake. \r\n- `is_transient` is a paramter specific to this resource.\r\n\r\n\r\nAlways consult the [documentation](https://registry.terraform.io/providers/snowflakedb/snowflake/latest/docs) when you're creating new resources. \r\n\r\n## Preparing the Project to Run\r\n\r\nTo set up the project to run Terraform, you first need to initialize the project.\r\n\r\nRun the following from a terminal in your project folder:\r\n\r\n```Shell\r\n$ terraform init\r\n```\r\n\r\nThe dependencies needed to run Terraform are downloaded to your computer.\r\n\r\nIn this demo, we use a local backend for Terraform, which means that state file are stored locally on the machine running Terraform. Because Terraform state files are required to calculate all changes, it's critical that you do not lose this file (`*.tfstate`, and `*.tfstate.*` for older state files), or Terraform will lose track of what resources it is managing. For any kind of multi-tenancy or automation workflows, it is highly recommended to use [remote backends](https://developer.hashicorp.com/terraform/language/backend/remote), which is outside the scope of this lab.\r\n\r\nThe `.terraform` folder is where all provider and modules dependencies are downloaded. There is nothing important in this folder and it is safe to delete. You should add this folder, and the Terraform state files (since you do not want to be checking in sensitive information into your version control system) to `.gitignore`.\r\n\r\nCreate a file named `.gitignore` in your project root, then add the following text to the file, and save it:\r\n\r\n```plaintext\r\n*.terraform*\r\n*.tfstate\r\n*.tfstate.*\r\n```\r\n\r\n## Commit changes to source control\r\n\r\nRun the following to check in your files for future change tracking:\r\n\r\n```Shell\r\n$ git checkout -b dbwh\r\n$ git add .\r\n$ git commit -m \"Add Config, Database and Warehouse\"\r\n$ git push origin HEAD\r\n```\r\n\r\nNext, you can log in to GitHub and create a pull request.\r\n\r\nIn many production systems, a GitHub commit triggers a CI/CD job, which creates a plan that engineers can review. If the changes are desired, the pull request is merged. After the merge, a CI/CD job kicks off and applies the changes made in the main branch.\r\n\r\nTo manage different environments (dev/test/prod), you can configure the Terraform code with different [input variables](https://developer.hashicorp.com/terraform/language/values/variables) and deploy to either the same Snowflake account, or different Snowflake accounts. \r\n\r\nYour specific workflow will depend on your requirements, including your compliance needs, your other workflows, and your environment and account topology.\r\n\r\nFor this lab, you can simulate the proposed CI/CD job and do a plan to see what Terraform wants to change. During the Terraform plan, Terraform performs a diff calculation to compare the desired state with the previous/current state from the state file to determine the actions that need to be done.\r\n\r\nFrom a terminal in your project folder, run:\r\n\r\n```Shell\r\n$ terraform plan\r\n```\r\n\r\nThe Provider will send multiple `SHOW` commands to Snowflake to compare what is present in your infrastructure what have been defined in the Terraform configuration file(s).\r\n\r\n## Running Terraform\r\n\r\nNow that you have reviewed the plan, we simulate the next step of the CI/CD job by applying those changes to your account.\r\n\r\n1. From a terminal  in your project folder, run:\r\n\r\n    ```Shell\r\n    $ terraform apply\r\n    ```\r\n2. Terraform regenerates the execution plan (unless you supply an optional path to the `plan.out` file) and applies the needed changes after you manually confirm them. In this case, Terraform will create two new resources, and have no other changes.\r\n\r\n3. Log in to your Snowflake account and verify that Terraform created the database and the warehouse.\r\n\r\n## Changing and Adding Resources\r\n\r\nThe syntax to add new resources is very similar to the database and warehouse you already created. By now you have learned almost everything you need to know to create and update resources in Snowflake. The Provider also lets you add resources but also modify your existing resources. \r\n\r\nLet's create and modify new objects:\r\n\r\n- We need to modify the size of the warehouse we already created.\r\n- All databases need a schema to store tables, let's add one.\r\n- We'll create a new role and a new user that will use this role.\r\n- The role needs to be granted privileges on the objects we created.\r\n\r\nYou'll see that most of this is what you would expect. The only new part is creating the private key. Because the Terraform TLS private key generator doesn't export the public key in a format that the Terraform provider can consume, some string manipulations are needed.\r\n\r\n1. In the `main.tf` file, change the warehouse size from `XSMALL` to `SMALL`:\r\n\r\n```\r\nresource \"snowflake_warehouse\" \"tf_warehouse\" {\r\n  name                      = \"TF_DEMO_WH\"\r\n  warehouse_type            = \"STANDARD\"\r\n  warehouse_size            = \"SMALL\"\r\n  max_cluster_count         = 1\r\n  min_cluster_count         = 1\r\n  auto_suspend              = 60\r\n  auto_resume               = true\r\n  enable_query_acceleration = false\r\n  initially_suspended       = true\r\n}\r\n```\r\n\r\n2. In the same file, add the following resource to create a schema:\r\n\r\n```\r\n# Create a new schema in the DB\r\nresource \"snowflake_schema\" \"tf_db_tf_schema\" {\r\n  name                = \"TF_DEMO_SC\"\r\n  database            = snowflake_database.tf_db.name\r\n  with_managed_access = false\r\n}\r\n```\r\n\r\n3. Still in `main.tf`, add the following resources to create a role, a user, and grant the role to the user:\r\n\r\n```\r\n# New provider that will use USERADMIN to create users, roles, and grants\r\nprovider \"snowflake\" {\r\n    organization_name = local.organization_name\r\n    account_name      = local.account_name\r\n    user              = \"TERRAFORM_SVC\"\r\n    role              = \"USERADMIN\"\r\n    alias             = \"useradmin\"\r\n    authenticator     = \"SNOWFLAKE_JWT\"\r\n    private_key       = file(local.private_key_path)\r\n}\r\n\r\n# Create a new role using USERADMIN\r\nresource \"snowflake_account_role\" \"tf_role\" {\r\n    provider          = snowflake.useradmin\r\n    name              = \"TF_DEMO_ROLE\"\r\n    comment           = \"My Terraform role\"\r\n}\r\n\r\n# Grant the new role to SYSADMIN (best practice)\r\nresource \"snowflake_grant_account_role\" \"grant_tf_role_to_sysadmin\" {\r\n    provider         = snowflake.useradmin\r\n    role_name        = snowflake_account_role.tf_role.name\r\n    parent_role_name = \"SYSADMIN\"\r\n}\r\n\r\n# Create a key for the new user\r\nresource \"tls_private_key\" \"svc_key\" {\r\n    algorithm = \"RSA\"\r\n    rsa_bits  = 2048\r\n}\r\n\r\n# Create a new user\r\nresource \"snowflake_user\" \"tf_user\" {\r\n    provider          = snowflake.useradmin\r\n    name              = \"TF_DEMO_USER\"\r\n    default_warehouse = snowflake_warehouse.tf_warehouse.name\r\n    default_role      = snowflake_account_role.tf_role.name\r\n    default_namespace = \"${snowflake_database.tf_db.name}.${snowflake_schema.tf_db_tf_schema.fully_qualified_name}\"\r\n    rsa_public_key    = substr(tls_private_key.svc_key.public_key_pem, 27, 398)\r\n}\r\n\r\n# Grant the new role to the new user\r\nresource \"snowflake_grant_account_role\" \"grants\" {\r\n    provider          = snowflake.useradmin\r\n    role_name         = snowflake_account_role.tf_role.name\r\n    user_name         = snowflake_user.tf_user.name\r\n}\r\n```\r\n\r\n4. Lastly, always in `main.tf`, let's give our new role some privileges:\r\n\r\n```\r\n# Grant usage on the database\r\nresource \"snowflake_grant_privileges_to_account_role\" \"grant_usage_tf_db_to_tf_role\" {\r\n    provider          = snowflake.useradmin\r\n    privileges        = [\"USAGE\"]\r\n    account_role_name = snowflake_account_role.tf_role.name\r\n    on_account_object {\r\n        object_type = \"DATABASE\"\r\n        object_name = snowflake_database.tf_db.name\r\n  }\r\n}\r\n\r\n# Grant usage on the schema\r\nresource \"snowflake_grant_privileges_to_account_role\" \"grant_usage_tf_db_tf_schema_to_tf_role\" {\r\n    provider          = snowflake.useradmin\r\n    privileges        = [\"USAGE\"]\r\n    account_role_name = snowflake_account_role.tf_role.name\r\n    on_schema {\r\n        schema_name = snowflake_schema.tf_db_tf_schema.fully_qualified_name\r\n  }\r\n}\r\n\r\n# Grant select on all tables in the schema (even if the schema is empty)\r\nresource \"snowflake_grant_privileges_to_account_role\" \"grant_all_tables\" {\r\n    provider          = snowflake.useradmin\r\n    privileges        = [\"SELECT\"]\r\n    account_role_name = snowflake_account_role.tf_role.name\r\n    on_schema_object {\r\n        all {\r\n            object_type_plural = \"TABLES\"\r\n            in_schema          = snowflake_schema.tf_db_tf_schema.fully_qualified_name\r\n    }\r\n  }\r\n}\r\n\r\n# Grant select on the future tables in the schema\r\nresource \"snowflake_grant_privileges_to_account_role\" \"grant_future_tables\" {\r\n    provider          = snowflake.useradmin\r\n    privileges        = [\"SELECT\"]\r\n    account_role_name = snowflake_account_role.tf_role.name\r\n    on_schema_object {\r\n        future {\r\n            object_type_plural = \"TABLES\"\r\n            in_schema          = snowflake_schema.tf_db_tf_schema.fully_qualified_name\r\n    }\r\n  }\r\n}\r\n```\r\n\r\n\u003E aside positive\r\n\u003E \r\n\u003E **Tip** – When referencing other objects in the definition of a resource, it's recommend to use the fully qualified name (FQN). \r\n\u003E - In the case of an account-level object, such as a database, a role, etc., it would look like `snowflake_database.\u003Cdatabase_name\u003E.name` where `\u003Cdatabase_name\u003E` is the resource name of your database.\r\n\u003E - In the case of a database and a schema-level object, such as a schema, a stage, a view, etc., it would look like `snowflake_schema.\u003Cschema_name\u003E.fully_qualified_name` where `\u003Cschema_name\u003E` is the resource name of your schema.\r\n\r\n\u003E Make sure you use the name of the resource and not the actual database name or you may encounter issues. Using the FQN will help Terraform identify the resources and create them in order. Check out the [identifiers guide](https://registry.terraform.io/providers/snowflakedb/snowflake/latest/docs/guides/identifiers_rework_design_decisions#new-computed-fully-qualified-name-field-in-resources) for more info.\r\n\r\n5. To get the public and private key information for the application, use Terraform [output values](https://www.terraform.io/docs/language/values/outputs.html).\r\n\r\nAdd the following resources to a new file named `outputs.tf`\r\n\r\n```\r\noutput \"snowflake_svc_public_key\" {\r\n    value     = tls_private_key.svc_key.public_key_pem\r\n}\r\n\r\noutput \"snowflake_svc_private_key\" {\r\n    value     = tls_private_key.svc_key.private_key_pem\r\n    sensitive = true\r\n}\r\n```\r\n\r\n6. Run `terraform plan` to validate all your new code. \r\n\r\nThe output will list all the actions Terraform would perform when applying the changes. Review them to make sure the appropriate activities will happen.\r\n\r\n\u003E aside negative\r\n\u003E \r\n\u003E  You will need to run `terraform init -upgrade` in order to use `tls_private_key` resource. Running the command will install [hashicorp/tls](https://registry.terraform.io/providers/hashicorp/tls/latest).\r\n\r\n## Commit Changes to Source Control\r\n\r\nLet's check in our files for future change tracking:\r\n\r\n```Shell\r\n$ git checkout -b feat/objects-and-service-user\r\n$ git add main.tf\r\n$ git add outputs.tf\r\n$ git commit -m \"Create Service User, Role, Schema, Grants\"\r\n$ git push origin HEAD\r\n```\r\n\r\nYou can log in to Github to create the pull request and merge the changes. Pull Requests allow for process controls for reviews and the centralized git repo can automatically event CI/CD workflows as desired.\r\n\r\n## Apply and Verify the Changes\r\n\r\nTo simulate the CI/CD pipeline, we can apply the changes to conform the desired state with the stored state.\r\n\r\n1. From a shell in your project folder (with your Account Information in environment) run:\r\n\r\n  ```Shell\r\n  $ terraform apply\r\n  ```\r\n\r\n2. Accept the changes if they look appropriate.\r\n3. Log in to the console to see all the changes complete.\r\n\r\nBecause all changes are stored in source control and applied by CI/CD, you can get a [history](https://github.com/Snowflake-Labs/sfguide-terraform-sample/commits/main/main.tf) of all your environment changes. You can put compliance controls into place and limit authorization to directly manage the environments to fewer users. This also makes it easy to bring up new environments that are identical to others in a timely manner without managing SQL scripts.\r\n\r\n## Cleanup\r\n\r\nYou're almost done with the demo. We have one thing left to do: clean up your account.\r\n\r\n### Destroy all the Terraform Managed Resources\r\n\r\n1. From a terminal in your project folder, run:\r\n\r\n  ```Shell\r\n  $ terraform destroy\r\n  ```\r\n\r\n2. Accept the changes if they look appropriate.\r\n3. Log into the console to verify that all the objects are destroyed. The database, schema, warehouse, role, and the user objects created by Terraform will be automatically deleted.\r\n\r\n### Drop the Snowflake User\r\n\r\nIn Snowflake, run:\r\n\r\n```SQL\r\nDROP USER TERRAFORM_SVC;\r\n```\r\n\r\n## Conclusion\r\n\r\nIf you are new to Terraform, there's still a lot to learn. We suggest researching [remote state](https://developer.hashicorp.com/terraform/language/state/remote), [input variables](https://developer.hashicorp.com/terraform/language/values/variables), and [building modules](https://developer.hashicorp.com/terraform/language/modules/develop). This will empower you to build and manage your Snowflake environment(s) through a simple declarative language.\r\n\r\nThe Terraform provider for Snowflake is an open-source project. If you need Terraform to manage a resource that has not yet been created in the [provider](https://registry.terraform.io/providers/snowflakedb/snowflake/latest), we welcome contributions! We also welcome submitting issues and feedback to the [Github Project](https://github.com/snowflakedb/terraform-provider-snowflake) to help improve the Terraform provider project and overall experience.\r\n\r\n### Next steps\r\n\r\n* You will need to decide how you will run your Terraform changes. In this demo, you ran Terraform on your local computer, but that is rarely done in a production environment. Best practices will have CI/CD pipelines that automate all workflows responsible for changing shared environments. CI/CD pipelines provide better gates for changing those environments, and they produce an audit trail in source control so that you can review the history of an environment.\r\n\r\n* You will want to make the decision about how you isolate your environments and projects, whether via namespacing/RBAC or via multiple accounts. Changing this later is difficult as most modules and CI/CD infrastructure will need to be heavily modified for the alternative approach.\r\n\r\n* You may also need to evaluate other tools to complete your infrastructure management. Terraform is a powerful tool for managing many resources in Snowflake, but it has limitations. It's a project that is still being developed, as is the Snowflake platform.\r\n\r\nOther tools are available to manage things like data migrations and table schema changes. We often see Terraform paired with one of the following to meet all customer requirements.\r\n- [dbt](https://www.getdbt.com/)\r\n- [schemachange](https://github.com/Snowflake-Labs/schemachange)\r\n- [Flyway](https://flywaydb.org/)\r\n\r\n\r\nIf you had any issues with this project you can pull [a working version](https://github.com/Snowflake-Labs/sfguide-terraform-sample) directly from Github.\r\n\r\n### What we've covered\r\n- Getting started with Terraform\r\n- Setting up a new project\r\n- Adding a new database, warehouse, schema, user, role, and grants\r\n- Cleaning up by destroying all the resources we've created",":type":"text/x-markdown","multiValue":false},"quickstartArticleLogoImage":{"dataType":"string","title":"Quickstart Article Logo Image",":type":"text/plain","multiValue":false}},"elementsOrder":["quickstartArticleBody","quickstartArticleLogoImage"],":items":{},":itemsOrder":[],":type":"snowflake-site/components/contentfragment","isDeveloperGuidesPage":false,"model":"snowflake-site/models/quickstart-article"},"flexible_column_cont":{"id":"flexible-column-container-909a150a8a","type":"2-column-75-25","alignColumns":"top","containerMaxWidth":"extra-large","topPadding":"none","bottomPadding":"none","spaceBetween":"none","reverseOnMobile":false,"carouselOnMobile":false,"backgroundImageOption":"none","flexible_column_content_container_1":{"layout":"SIMPLE","id":"container-a4a2ace0ec",":items":{"quickstart_last_modi":{"id":"quickstart-last-modified-69f58644e0","icon":{"id":"icon","icon":"calendar",":type":"snowflake-site/components/icon","appliedCssClassNames":"snowflake-icon-blue"},"lastModifiedDatePrefix":"Updated","lastModifiedDate":"2025-05-06",":type":"snowflake-site/components/quickstart/quickstart-last-modified","appliedCssClassNames":"snowflake-responsive-component-top-padding-small"},"text":{"id":"text-36ba23f732","additionalClasses":"qs-disclaimer-text","text":"\u003Cp\u003E\u003Cspan style=\"color: #666;\"\u003EThis content is provided as is, and is not maintained on an ongoing basis. 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class=\"sf-footer__column-title\"\u003EProduct\u003C/p\u003E\r\n\u003Cul\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/en/product/platform/\"\u003EPlatform\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"/en/product/snowflake-cowork/\"\u003ESnowflake CoWork\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/en/product/data-engineering/\"\u003EData Engineering\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/en/product/analytics/\"\u003EAnalytics\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/en/product/ai/\"\u003EAI\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/en/product/applications-and-collaboration/\"\u003EApplications & Collaboration\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca 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