Azure

Learn how to deploy Flowise on Azure

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Flowise as Azure App Service with Postgres: Using Terraform

Prerequisites

1. Azure Account: Ensure you have an Azure account with an active subscription. If you do not have one, sign up at Azure Portal.

2. Terraform: Install Terraform CLI on your machine. Download it from Terraform's website.

3. Azure CLI: Install Azure CLI. Instructions can be found on the Azure CLI documentation page.

Setting Up Your Environment

1. Login to Azure: Open your terminal or command prompt and login to Azure CLI using:

az login --tenant <Your Subscription ID> --use-device-code 

Follow the prompts to complete the login process.

1. Set Subscription: After logging in, set the Azure subscription using:

az account set --subscription <Your Subscription ID>

1. Initialize Terraform:

Create a terraform.tfvars file in your Terraform project directory, if it's not already there, and add the following content:

subscription_name = "subscrpiton_name"
subscription_id = "subscription id"
project_name = "webapp_name"
db_username = "PostgresUserName"
db_password = "strongPostgresPassword"
flowise_username = "flowiseUserName"
flowise_password = "strongFlowisePassword"
flowise_secretkey_overwrite = "longandStrongSecretKey"
webapp_ip_rules = [
  {
    name = "AllowedIP"
    ip_address = "X.X.X.X/32"
    headers = null
    virtual_network_subnet_id = null
    subnet_id = null
    service_tag = null
    priority = 300
    action = "Allow"
  }
]
postgres_ip_rules = {
  "ValbyOfficeIP" = "X.X.X.X"
  // Add more key-value pairs as needed
}
source_image = "flowiseai/flowise:latest"
tagged_image = "flow:v1"

Replace the placeholders with actual values for your setup.

The file tree structure is as follows:

flow
├── database.tf
├── main.tf
├── network.tf
├── output.tf
├── providers.tf
├── terraform.tfvars
├── terraform.tfvars.example
├── variables.tf
├── webapp.tf
├── .gitignore // ignore your .tfvars and .lock.hcf, .terraform

Each .tf file in the Terraform configuration likely contains a different aspect of the infrastructure as code:

`database.tf` would define the configuration for the Postgres database.

// database.tf

// Database instance
resource "azurerm_postgresql_flexible_server" "postgres" {
  name                         = "postgresql-${var.project_name}"
  location                     = azurerm_resource_group.rg.location
  resource_group_name          = azurerm_resource_group.rg.name
  sku_name                     = "GP_Standard_D2s_v3"
  storage_mb                   = 32768
  version                      = "11"
  delegated_subnet_id          = azurerm_subnet.dbsubnet.id
  private_dns_zone_id          = azurerm_private_dns_zone.postgres.id
  backup_retention_days        = 7
  geo_redundant_backup_enabled = false
  auto_grow_enabled            = false
  administrator_login          = var.db_username
  administrator_password       = var.db_password
  zone                         = "2"

  lifecycle {
    prevent_destroy = false
  }
}

// Firewall
resource "azurerm_postgresql_flexible_server_firewall_rule" "pg_firewall" {
  for_each         = var.postgres_ip_rules
  name             = each.key
  server_id        = azurerm_postgresql_flexible_server.postgres.id
  start_ip_address = each.value
  end_ip_address   = each.value
}

// Database
resource "azurerm_postgresql_flexible_server_database" "production" {
  name      = "production"
  server_id = azurerm_postgresql_flexible_server.postgres.id
  charset   = "UTF8"
  collation = "en_US.utf8"

  # prevent the possibility of accidental data loss
  lifecycle {
    prevent_destroy = false
  }
}

// Transport off
resource "azurerm_postgresql_flexible_server_configuration" "postgres_config" {
  name      = "require_secure_transport"
  server_id = azurerm_postgresql_flexible_server.postgres.id
  value     = "off"
}

`main.tf` could be the main configuration file that may include the Azure provider configuration and defines the Azure resource group.

// main.tf
resource "random_string" "resource_code" {
  length  = 5
  special = false
  upper   = false
}

// resource group
resource "azurerm_resource_group" "rg" {
  location = var.resource_group_location
  name     = "rg-${var.project_name}"
}

// Storage Account
resource "azurerm_storage_account" "sa" {
  name                     = "${var.subscription_name}${random_string.resource_code.result}"
  resource_group_name      = azurerm_resource_group.rg.name
  location                 = azurerm_resource_group.rg.location
  account_tier             = "Standard"
  account_replication_type = "LRS"

  blob_properties {
    versioning_enabled = true
  }

}

// File share
resource "azurerm_storage_share" "flowise-share" {
  name                 = "flowise"
  storage_account_name = azurerm_storage_account.sa.name
  quota                = 50
}

`network.tf` would include networking resources such as virtual networks, subnets, and network security groups.

// network.tf

// Vnet
resource "azurerm_virtual_network" "vnet" {
  name                = "vn-${var.project_name}"
  location            = azurerm_resource_group.rg.location
  resource_group_name = azurerm_resource_group.rg.name
  address_space       = ["10.3.0.0/16"]
}

resource "azurerm_subnet" "dbsubnet" {
  name                                      = "db-subnet-${var.project_name}"
  resource_group_name                       = azurerm_resource_group.rg.name
  virtual_network_name                      = azurerm_virtual_network.vnet.name
  address_prefixes                          = ["10.3.1.0/24"]
  private_endpoint_network_policies_enabled = true
  delegation {
    name = "delegation"
    service_delegation {
      name = "Microsoft.DBforPostgreSQL/flexibleServers"
    }
  }
  lifecycle {
    ignore_changes = [
      service_endpoints,
      delegation
    ]
  }
}

resource "azurerm_subnet" "webappsubnet" {

  name                 = "web-app-subnet-${var.project_name}"
  resource_group_name  = azurerm_resource_group.rg.name
  virtual_network_name = azurerm_virtual_network.vnet.name
  address_prefixes     = ["10.3.8.0/24"]

  delegation {
    name = "delegation"
    service_delegation {
      name = "Microsoft.Web/serverFarms"
    }
  }
  lifecycle {
    ignore_changes = [
      delegation
    ]
  }
}

resource "azurerm_private_dns_zone" "postgres" {
  name                = "private.postgres.database.azure.com"
  resource_group_name = azurerm_resource_group.rg.name
}

resource "azurerm_private_dns_zone_virtual_network_link" "postgres" {
  name                  = "private-postgres-vnet-link"
  resource_group_name   = azurerm_resource_group.rg.name
  private_dns_zone_name = azurerm_private_dns_zone.postgres.name
  virtual_network_id    = azurerm_virtual_network.vnet.id
}

`providers.tf` would define the Terraform providers, such as Azure.

// providers.tf
terraform {
  required_version = ">=0.12"

  required_providers {
    azurerm = {
      source  = "hashicorp/azurerm"
      version = "=3.87.0"
    }
    random = {
      source  = "hashicorp/random"
      version = "~>3.0"
    }
  }
}

provider "azurerm" {
  subscription_id = var.subscription_id
  features {}
}

`variables.tf` would declare variables used across all `.tf` files.

// variables.tf
variable "resource_group_location" {
  default     = "westeurope"
  description = "Location of the resource group."
}

variable "container_rg_name" {
  default     = "acrllm"
  description = "Name of container regrestry."
}

variable "subscription_id" {
  type        = string
  sensitive   = true
  description = "Service Subscription ID"
}

variable "subscription_name" {
  type        = string
  description = "Service Subscription Name"
}


variable "project_name" {
  type        = string
  description = "Project Name"
}

variable "db_username" {
  type        = string
  description = "DB User Name"
}

variable "db_password" {
  type        = string
  sensitive   = true
  description = "DB Password"
}

variable "flowise_username" {
  type        = string
  description = "Flowise User Name"
}

variable "flowise_password" {
  type        = string
  sensitive   = true
  description = "Flowise User Password"
}

variable "flowise_secretkey_overwrite" {
  type        = string
  sensitive   = true
  description = "Flowise secret key"
}

variable "webapp_ip_rules" {
  type = list(object({
    name                      = string
    ip_address                = string
    headers                   = string
    virtual_network_subnet_id = string
    subnet_id                 = string
    service_tag               = string
    priority                  = number
    action                    = string
  }))
}

variable "postgres_ip_rules" {
  description = "A map of IP addresses and their corresponding names for firewall rules"
  type        = map(string)
  default     = {}
}

variable "flowise_image" {
  type        = string
  description = "Flowise image from Docker Hub"
}

variable "tagged_image" {
  type        = string
  description = "Tag for flowise image version"
}

`webapp.tf` Azure App Services that includes a service plan and linux web app

// webapp.tf
#Create the Linux App Service Plan
resource "azurerm_service_plan" "webappsp" {
  name                = "asp${var.project_name}"
  resource_group_name = azurerm_resource_group.rg.name
  location            = azurerm_resource_group.rg.location
  os_type             = "Linux"
  sku_name            = "P3v3"
}

resource "azurerm_linux_web_app" "webapp" {
  name                = var.project_name
  resource_group_name = azurerm_resource_group.rg.name
  location            = azurerm_resource_group.rg.location
  service_plan_id     = azurerm_service_plan.webappsp.id

  app_settings = {
    DOCKER_ENABLE_CI                    = true
    WEBSITES_CONTAINER_START_TIME_LIMIT = 1800
    WEBSITES_ENABLE_APP_SERVICE_STORAGE = false
    APIKEY_PATH                         = "/root"
    DATABASE_TYPE                       = "postgres"
    DATABASE_HOST                       = azurerm_postgresql_flexible_server.postgres.fqdn
    DATABASE_NAME                       = azurerm_postgresql_flexible_server_database.production.name
    DATABASE_USER                       = azurerm_postgresql_flexible_server.postgres.administrator_login
    DATABASE_PASSWORD                   = azurerm_postgresql_flexible_server.postgres.administrator_password
    DATABASE_PORT                       = 5432
    FLOWISE_USERNAME                    = var.flowise_username
    FLOWISE_PASSWORD                    = var.flowise_password
    FLOWISE_SECRETKEY_OVERWRITE         = var.flowise_secretkey_overwrite
    PORT                                = 3000
    SECRETKEY_PATH                      = "/root"
    DOCKER_IMAGE_TAG                    = var.tagged_image
  }

  storage_account {
    name         = "${var.project_name}_mount"
    access_key   = azurerm_storage_account.sa.primary_access_key
    account_name = azurerm_storage_account.sa.name
    share_name   = azurerm_storage_share.flowise-share.name
    type         = "AzureFiles"
    mount_path   = "/root"
  }


  https_only = true

  site_config {
    always_on              = true
    vnet_route_all_enabled = true
    dynamic "ip_restriction" {
      for_each = var.webapp_ip_rules
      content {
        name       = ip_restriction.value.name
        ip_address = ip_restriction.value.ip_address
      }
    }
    application_stack {
      docker_image_name        = var.flowise_image
      docker_registry_url      = "https://${azurerm_container_registry.acr.login_server}"
      docker_registry_username = azurerm_container_registry.acr.admin_username
      docker_registry_password = azurerm_container_registry.acr.admin_password
    }
  }

  logs {
    http_logs {
      file_system {
        retention_in_days = 7
        retention_in_mb   = 35
      }

    }
  }

  identity {
    type = "SystemAssigned"
  }

  lifecycle {
    create_before_destroy = false

    ignore_changes = [
      virtual_network_subnet_id
    ]
  }

}

resource "azurerm_app_service_virtual_network_swift_connection" "webappvnetintegrationconnection" {
  app_service_id = azurerm_linux_web_app.webapp.id
  subnet_id      = azurerm_subnet.webappsubnet.id

  depends_on = [azurerm_linux_web_app.webapp, azurerm_subnet.webappsubnet]
}

Note: The .terraform directory is created by Terraform when initializing a project (terraform init) and it contains the plugins and binary files needed for Terraform to run. The .terraform.lock.hcl file is used to record the exact provider versions that are being used to ensure consistent installs across different machines.

Navigate to your Terraform project directory and run:

terraform init

This will initialize Terraform and download the required providers.

Configuring Terraform Variables

Deploying with Terraform

1. Plan the Deployment: Run the Terraform plan command to see what resources will be created:

   terraform plan

2. Apply the Deployment: If you are satisfied with the plan, apply the changes:

   terraform apply

   Confirm the action when prompted, and Terraform will begin creating the resources.

3. Verify the Deployment: Once Terraform has completed, it will output any defined outputs such as IP addresses or domain names. Verify that the resources are correctly deployed in your Azure Portal.

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Azure Continer Instance: Using Azure Portal UI or Azure CLI

Prerequisites

1. (Optional) Install Azure CLI if you'd like to follow the cli based commands

Create a Container Instance without Persistent Storage

Without persistent storage your data is kept in memory. This means that on a container restart, all the data that you stored will disappear.

In Portal

1. Search for Container Instances in Marketplace and click Create:

Container Instances entry in Azure's Marketplace

1. Select or create a Resource group, Container name, Region, Image source Other registry, Image type, Image flowiseai/flowise, OS type and Size. Then click "Next: Networking" to configure Flowise ports:

First page in the Container Instance create wizard

1. Add a new port 3000 (TCP) next to the default 80 (TCP). Then Select "Next: Advanced":

Second page in the Container Instance create wizard. It asks for netowrking type and ports.

1. Set Restart policy to On failure. Next, add 2 Environment variables FLOWISE_USERNAME and FLOWISE_PASSWORD. Add Command override ["/bin/sh", "-c", "flowise start"]. Finally click "Review + create":

Third page in the Container Instance create wizard. It asks for restart policy, environment variables and command that runs on container start.

1. Review final settings and click "Create":

Final review and create page for a Container Instance.

1. Once creation is completed, click on "Go to resource"

Resource creation result page in Azure.

1. Visit your Flowise instance by copying IP address and adding :3000 as a port:

Container Instance overview page

Flowise application deployed as Container Instance

Create using Azure CLI

1. Create a resource group (if you don't already have one)

az group create --name flowise-rg --location "West US"

1. Create a Container Instance

az container create -g flowise-rg \
	--name flowise \
	--image flowiseai/flowise \
	--command-line "/bin/sh -c 'flowise start'" \
	--environment-variables FLOWISE_USERNAME=flowise-user FLOWISE_PASSWORD=flowise-password \
	--ip-address public \
	--ports 80 3000 \
	--restart-policy OnFailure

1. Visit the IP address (including port :3000) printed from the output of the above command.

Create a Container Instance with Persistent Storage

The creation of a Container Instance with persistent storage is only possible using CLI:

1. Create a resource group (if you don't already have one)

az group create --name flowise-rg --location "West US"

1. Create the Storage Account resource (or use existing one) inside above resource group. You can check how to do it here.
2. Inside Azure Storage create new File share. You can check how to do it here.
3. Create a Container Instance

az container create -g flowise-rg \
	--name flowise \
	--image flowiseai/flowise \
	--command-line "/bin/sh -c 'flowise start'" \
	--environment-variables FLOWISE_USERNAME=flowise-user FLOWISE_PASSWORD=flowise-password DATABASE_PATH=/opt/flowise/.flowise APIKEY_PATH=/opt/flowise/.flowise SECRETKEY_PATH=/opt/flowise/.flowise LOG_PATH=/opt/flowise/.flowise/logs BLOB_STORAGE_PATH=/opt/flowise/.flowise/storage \
	--ip-address public \
	--ports 80 3000 \
	--restart-policy OnFailure \
	--azure-file-volume-share-name here goes the name of your File share \
	--azure-file-volume-account-name here goes the name of your Storage Account \
	--azure-file-volume-account-key here goes the access key to your Storage Account \
	--azure-file-volume-mount-path /opt/flowise/.flowise

1. Visit the IP address (including port :3000) printed from the output of the above command.

2. From now on your data will be stored in an SQLite database which you can find in your File share.

Watch video tutorial on deploying to Azure Container Instance: