feat: Benchmark env with run scripts (no-changelog) (#10477)

2024-11-09 22:24:05 -08:00 · 2024-08-23 14:43:26 +03:00 · 2024-08-23 14:43:26 +03:00 · a1a1b0a7b4
parent 8403f4aa11
commit a1a1b0a7b4
22 changed files with 955 additions and 15 deletions
--- a/.github/pull_request_title_conventions.md
+++ b/.github/pull_request_title_conventions.md
@ -11,19 +11,19 @@ A PR title consists of these elements:
  |       |                        Capitalized
  |       |                        No period at the end.
  │       │
-  │       └─⫸ Scope: API|core|editor|* Node
+  │       └─⫸ Scope: API|core|editor|* Node|benchmark
  │
  └─⫸ Type: build|ci|docs|feat|fix|perf|refactor|test
 ```

 - PR title
-    - type
-    - scope (*optional*)
-    - summary
+  - type
+  - scope (_optional_)
+  - summary
 - PR description
-    - body (optional)
-    - blank line
-    - footer (optional)
+  - body (optional)
+  - blank line
+  - footer (optional)

 The structure looks like this:

@ -46,13 +46,14 @@ If the prefix is `feat`, `fix` or `perf`, it will appear in the changelog. H

 The scope should specify the place of the commit change as long as the commit clearly addresses one of the following supported scopes. (Otherwise, omit the scope!)

- `API` - changes to the *public* API
+- `API` - changes to the _public_ API
 - `core` - changes to the core / private API / backend of n8n
 - `editor` - changes to the Editor UI
 - `* Node` - changes to a specific node or trigger node (”`*`” to be replaced with the node name, not its display name), e.g.
-    - mattermost → Mattermost Node
-    - microsoftToDo  → Microsoft To Do Node
-    - n8n → n8n Node
+  - mattermost → Mattermost Node
+  - microsoftToDo → Microsoft To Do Node
+  - n8n → n8n Node
+- `benchmark` - changes to the Benchmark cli

 ### **Summary**

@ -60,8 +61,8 @@ The summary contains succinct description of the change:

 - use the imperative, present tense: "change" not "changed" nor "changes"
 - capitalize the first letter
- *no* dot (.) at the end
- do *not* include Linear ticket IDs etc. (e.g. N8N-1234)
+- _no_ dot (.) at the end
+- do _not_ include Linear ticket IDs etc. (e.g. N8N-1234)
 - suffix with “(no-changelog)” for commits / PRs that should not get mentioned in the changelog.

 ### **Body (optional)**
@ -95,7 +96,7 @@ Closes #<pr number>
 A Breaking Change section should start with the phrase "`BREAKING CHANGE:` " followed by a summary of the breaking change, a blank line, and a detailed description of the breaking change that also includes migration instructions.

 > 💡 A breaking change can additionally also be marked by adding a “`!`” to the header, right before the “`:`”, e.g. `feat(editor)!: Remove support for dark mode`
-> 
+>
 > This makes locating breaking changes easier when just skimming through commit messages.

 > 💡 The breaking changes must also be added to the [packages/cli/BREAKING-CHANGES.md](https://github.com/n8n-io/n8n/blob/master/packages/cli/BREAKING-CHANGES.md) file located in the n8n repository.
@ -109,4 +110,4 @@ If the commit reverts a previous commit, it should begin with `revert:` , foll
 The content of the commit message body should contain:

 - information about the SHA of the commit being reverted in the following format: `This reverts commit <SHA>`,
- a clear description of the reason for reverting the commit message.
+- a clear description of the reason for reverting the commit message.
--- a/.github/workflows/benchmark-destroy-nightly.yml
+++ b/.github/workflows/benchmark-destroy-nightly.yml
@ -0,0 +1,40 @@
+name: Destroy Benchmark Env
+
+on:
+  schedule:
+    - cron: '30 4 * * *'
+  workflow_dispatch:
+
+permissions:
+  id-token: write
+  contents: read
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    environment: benchmark
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4.1.1
+
+      - name: Azure login
+        uses: azure/login@v2.1.1
+        with:
+          client-id: ${{ secrets.BENCHMARK_ARM_CLIENT_ID }}
+          tenant-id: ${{ secrets.BENCHMARK_ARM_TENANT_ID }}
+          subscription-id: ${{ secrets.BENCHMARK_ARM_SUBSCRIPTION_ID }}
+
+      - run: Setup node
+      - uses: actions/setup-node@v4.0.2
+        with:
+          node-version: 20.x
+          cache: pnpm
+
+      - name: Install dependencies
+        run: pnpm install --frozen-lockfile
+
+      - name: Destroy cloud env
+        if: github.event.inputs.debug == 'true'
+        run: pnpm destroy-cloud-env
+        working-directory: packages/@n8n/benchmark
--- a/.github/workflows/benchmark-nightly.yml
+++ b/.github/workflows/benchmark-nightly.yml
@ -0,0 +1,68 @@
+name: Run Nightly Benchmark
+run-name: Benchmark ${{ inputs.n8n_tag }}
+
+on:
+  schedule:
+    - cron: '0 2 * * *'
+  workflow_dispatch:
+    inputs:
+      debug:
+        description: 'Use debug logging'
+        required: true
+        default: 'false'
+      n8n_tag:
+        description: 'Name of the n8n docker tag to run the benchmark against.'
+        required: true
+        default: 'nightly'
+      benchmark_tag:
+        description: 'Name of the benchmark cli docker tag to run the benchmark with.'
+        required: true
+        default: 'latest'
+
+env:
+  ARM_CLIENT_ID: ${{ secrets.BENCHMARK_ARM_CLIENT_ID }}
+  ARM_SUBSCRIPTION_ID: ${{ secrets.BENCHMARK_ARM_SUBSCRIPTION_ID }}
+  ARM_TENANT_ID: ${{ secrets.BENCHMARK_ARM_TENANT_ID }}
+
+permissions:
+  id-token: write
+  contents: read
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    environment: benchmark
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4.1.1
+
+      - uses: hashicorp/setup-terraform@v3
+        with:
+          terraform_version: '1.8.5'
+
+      - run: corepack enable
+      - uses: actions/setup-node@v4.0.2
+        with:
+          node-version: 20.x
+          cache: pnpm
+
+      - name: Install dependencies
+        run: pnpm install --frozen-lockfile
+
+      - name: Azure login
+        uses: azure/login@v2.1.1
+        with:
+          client-id: ${{ env.ARM_CLIENT_ID }}
+          tenant-id: ${{ env.ARM_TENANT_ID }}
+          subscription-id: ${{ env.ARM_SUBSCRIPTION_ID }}
+
+      - name: Run the benchmark with debug logging
+        if: github.event.inputs.debug == 'true'
+        run: pnpm run-in-cloud sqlite --debug
+        working-directory: packages/@n8n/benchmark
+
+      - name: Run the benchmark
+        if: github.event.inputs.debug != 'true'
+        run: pnpm run-in-cloud sqlite
+        working-directory: packages/@n8n/benchmark
--- a/packages/@n8n/benchmark/.gitignore
+++ b/packages/@n8n/benchmark/.gitignore
@ -0,0 +1,4 @@
+**/.terraform/*
+**/*.tfstate*
+**/*.tfvars
+privatekey.pem
--- a/packages/@n8n/benchmark/README.md
+++ b/packages/@n8n/benchmark/README.md
@ -40,6 +40,14 @@ N8N_USER_EMAIL=user@n8n.io N8N_USER_PASSWORD=password ./bin/n8n-benchmark run
 K6_PATH=/opt/homebrew/bin/k6 N8N_USER_EMAIL=user@n8n.io N8N_USER_PASSWORD=password ./bin/n8n-benchmark run
 ```

+## Running in the cloud
+
+There's a script to run the performance tests in a cloud environment. The script provisions a cloud environment, sets up n8n in the environment, runs the tests and destroys the environment.
+
+```sh
+pnpm run-in-cloud
+```
+
 ## Configuration

 The configuration options the cli accepts can be seen from [config.ts](./src/config/config.ts)
--- a/packages/@n8n/benchmark/infra/.terraform.lock.hcl
+++ b/packages/@n8n/benchmark/infra/.terraform.lock.hcl
@ -0,0 +1,60 @@
+# This file is maintained automatically by "terraform init".
+# Manual edits may be lost in future updates.
+
+provider "registry.terraform.io/hashicorp/azurerm" {
+  version     = "3.115.0"
+  constraints = "~> 3.115.0"
+  hashes = [
+    "h1:O7C3Xb+MSOc9C/eAJ5C/CiJ4vuvUsYxxIzr9ZurmHNI=",
+    "zh:0ea93abd53cb872691bad6d5625bda88b5d9619ea813c208b36e0ee236308589",
+    "zh:26703cb9c2c38bc43e97bc83af03559d065750856ea85834b71fbcb2ef9d935c",
+    "zh:316255a3391c49fe9bd7c5b6aa53b56dd490e1083d19b722e7b8f956a2dfe004",
+    "zh:431637ae90c592126fb1ec813fee6390604275438a0d5e15904c65b0a6a0f826",
+    "zh:4cee0fa2e84f89853723c0bc72b7debf8ea2ffffc7ae34ff28d8a69269d3a879",
+    "zh:64a3a3c78ea877515365ed336bd0f3abbe71db7c99b3d2837915fbca168d429c",
+    "zh:7380d7b503b5a87fd71a31360c3eeab504f78e4f314824e3ceda724d9dc74cf0",
+    "zh:974213e05708037a6d2d8c58cc84981819138f44fe40e344034eb80e16ca6012",
+    "zh:9a91614de0476074e9c62bbf08d3bb9c64adbd1d3a4a2b5a3e8e41d9d6d5672f",
+    "zh:a438471c85b8788ab21bdef4cd5ca391a46cbae33bd0262668a80f5e6c4610e1",
+    "zh:bf823f2c941b336a1208f015466212b1a8fdf6da28abacf59bea708377709d9e",
+    "zh:f569b65999264a9416862bca5cd2a6177d94ccb0424f3a4ef424428912b9cb3c",
+  ]
+}
+
+provider "registry.terraform.io/hashicorp/random" {
+  version = "3.6.2"
+  hashes = [
+    "h1:VavG5unYCa3SYISMKF9pzc3718M0bhPlcbUZZGl7wuo=",
+    "zh:0ef01a4f81147b32c1bea3429974d4d104bbc4be2ba3cfa667031a8183ef88ec",
+    "zh:1bcd2d8161e89e39886119965ef0f37fcce2da9c1aca34263dd3002ba05fcb53",
+    "zh:37c75d15e9514556a5f4ed02e1548aaa95c0ecd6ff9af1119ac905144c70c114",
+    "zh:4210550a767226976bc7e57d988b9ce48f4411fa8a60cd74a6b246baf7589dad",
+    "zh:562007382520cd4baa7320f35e1370ffe84e46ed4e2071fdc7e4b1a9b1f8ae9b",
+    "zh:5efb9da90f665e43f22c2e13e0ce48e86cae2d960aaf1abf721b497f32025916",
+    "zh:6f71257a6b1218d02a573fc9bff0657410404fb2ef23bc66ae8cd968f98d5ff6",
+    "zh:78d5eefdd9e494defcb3c68d282b8f96630502cac21d1ea161f53cfe9bb483b3",
+    "zh:9647e18f221380a85f2f0ab387c68fdafd58af6193a932417299cdcae4710150",
+    "zh:bb6297ce412c3c2fa9fec726114e5e0508dd2638cad6a0cb433194930c97a544",
+    "zh:f83e925ed73ff8a5ef6e3608ad9225baa5376446349572c2449c0c0b3cf184b7",
+    "zh:fbef0781cb64de76b1df1ca11078aecba7800d82fd4a956302734999cfd9a4af",
+  ]
+}
+
+provider "registry.terraform.io/hashicorp/tls" {
+  version = "4.0.5"
+  hashes = [
+    "h1:zeG5RmggBZW/8JWIVrdaeSJa0OG62uFX5HY1eE8SjzY=",
+    "zh:01cfb11cb74654c003f6d4e32bbef8f5969ee2856394a96d127da4949c65153e",
+    "zh:0472ea1574026aa1e8ca82bb6df2c40cd0478e9336b7a8a64e652119a2fa4f32",
+    "zh:1a8ddba2b1550c5d02003ea5d6cdda2eef6870ece86c5619f33edd699c9dc14b",
+    "zh:1e3bb505c000adb12cdf60af5b08f0ed68bc3955b0d4d4a126db5ca4d429eb4a",
+    "zh:6636401b2463c25e03e68a6b786acf91a311c78444b1dc4f97c539f9f78de22a",
+    "zh:76858f9d8b460e7b2a338c477671d07286b0d287fd2d2e3214030ae8f61dd56e",
+    "zh:a13b69fb43cb8746793b3069c4d897bb18f454290b496f19d03c3387d1c9a2dc",
+    "zh:a90ca81bb9bb509063b736842250ecff0f886a91baae8de65c8430168001dad9",
+    "zh:c4de401395936e41234f1956ebadbd2ed9f414e6908f27d578614aaa529870d4",
+    "zh:c657e121af8fde19964482997f0de2d5173217274f6997e16389e7707ed8ece8",
+    "zh:d68b07a67fbd604c38ec9733069fbf23441436fecf554de6c75c032f82e1ef19",
+    "zh:f569b65999264a9416862bca5cd2a6177d94ccb0424f3a4ef424428912b9cb3c",
+  ]
+}
--- a/packages/@n8n/benchmark/infra/benchmark-env.tf
+++ b/packages/@n8n/benchmark/infra/benchmark-env.tf
@ -0,0 +1,54 @@
+
+data "azurerm_resource_group" "main" {
+  name = var.resource_group_name
+}
+
+# Random prefix for the resources
+resource "random_string" "prefix" {
+  length  = 8
+  special = false
+}
+
+# SSH key pair
+resource "tls_private_key" "ssh_key" {
+  algorithm = "RSA"
+  rsa_bits  = 4096
+}
+
+# Dedicated Host Group & Hosts
+
+resource "azurerm_dedicated_host_group" "main" {
+  name                        = "${random_string.prefix.result}-hostgroup"
+  location                    = var.location
+  resource_group_name         = data.azurerm_resource_group.main.name
+  platform_fault_domain_count = 1
+  automatic_placement_enabled = false
+  zone                        = 1
+
+	tags = local.common_tags
+}
+
+resource "azurerm_dedicated_host" "hosts" {
+  name                    = "${random_string.prefix.result}-host"
+  location                = var.location
+  dedicated_host_group_id = azurerm_dedicated_host_group.main.id
+  sku_name                = var.host_size_family
+  platform_fault_domain   = 0
+
+	tags = local.common_tags
+}
+
+# VM
+
+module "test_vm" {
+  source = "./modules/benchmark-vm"
+
+  location            = var.location
+  resource_group_name = data.azurerm_resource_group.main.name
+  prefix              = random_string.prefix.result
+  dedicated_host_id   = azurerm_dedicated_host.hosts.id
+  ssh_public_key      = tls_private_key.ssh_key.public_key_openssh
+  vm_size             = var.vm_size
+
+  tags = local.common_tags
+}
--- a/packages/@n8n/benchmark/infra/modules/benchmark-vm/output.tf
+++ b/packages/@n8n/benchmark/infra/modules/benchmark-vm/output.tf
@ -0,0 +1,7 @@
+output "vm_name" {
+  value = azurerm_linux_virtual_machine.main.name
+}
+
+output "ip" {
+  value = azurerm_public_ip.main.ip_address
+}
--- a/packages/@n8n/benchmark/infra/modules/benchmark-vm/vars.tf
+++ b/packages/@n8n/benchmark/infra/modules/benchmark-vm/vars.tf
@ -0,0 +1,31 @@
+variable "location" {
+  description = "Region to deploy resources"
+  default     = "East US"
+}
+
+variable "resource_group_name" {
+  description = "Name of the resource group"
+}
+
+variable "prefix" {
+  description = "Prefix to append to resources"
+}
+
+variable "dedicated_host_id" {
+  description = "Dedicated Host ID"
+}
+
+variable "ssh_public_key" {
+  description = "SSH Public Key"
+}
+
+variable "vm_size" {
+  description = "VM Size"
+  # 4 vCPUs, 16 GiB memory
+  default = "Standard_DC4s_v2"
+}
+
+variable "tags" {
+  description = "Tags to apply to all resources created by this module"
+  type        = map(string)
+}
--- a/packages/@n8n/benchmark/infra/modules/benchmark-vm/vm.tf
+++ b/packages/@n8n/benchmark/infra/modules/benchmark-vm/vm.tf
@ -0,0 +1,136 @@
+# Network
+
+resource "azurerm_virtual_network" "main" {
+  name                = "${var.prefix}-vnet"
+  location            = var.location
+  resource_group_name = var.resource_group_name
+  address_space       = ["10.0.0.0/16"]
+
+  tags = var.tags
+}
+
+resource "azurerm_subnet" "main" {
+  name                 = "${var.prefix}-subnet"
+  resource_group_name  = var.resource_group_name
+  virtual_network_name = azurerm_virtual_network.main.name
+  address_prefixes     = ["10.0.0.0/24"]
+}
+
+resource "azurerm_network_security_group" "ssh" {
+  name                = "${var.prefix}-nsg"
+  location            = var.location
+  resource_group_name = var.resource_group_name
+
+  security_rule {
+    name                       = "AllowSSH"
+    priority                   = 1001
+    direction                  = "Inbound"
+    access                     = "Allow"
+    protocol                   = "Tcp"
+    source_port_range          = "*"
+    destination_port_range     = "22"
+    source_address_prefix      = "*"
+    destination_address_prefix = "*"
+  }
+
+  tags = var.tags
+}
+
+resource "azurerm_public_ip" "main" {
+  name                = "${var.prefix}-pip"
+  location            = var.location
+  resource_group_name = var.resource_group_name
+  allocation_method   = "Static"
+  sku                 = "Standard"
+
+  tags = var.tags
+}
+
+resource "azurerm_network_interface" "main" {
+  name                = "${var.prefix}-nic"
+  location            = var.location
+  resource_group_name = var.resource_group_name
+
+  ip_configuration {
+    name                          = "${var.prefix}-ipconfig"
+    subnet_id                     = azurerm_subnet.main.id
+    private_ip_address_allocation = "Dynamic"
+    public_ip_address_id          = azurerm_public_ip.main.id
+  }
+
+  tags = var.tags
+}
+
+resource "azurerm_network_interface_security_group_association" "ssh" {
+  network_interface_id      = azurerm_network_interface.main.id
+  network_security_group_id = azurerm_network_security_group.ssh.id
+}
+
+# Disk
+
+resource "azurerm_managed_disk" "data" {
+  name                 = "${var.prefix}-disk"
+  location             = var.location
+  resource_group_name  = var.resource_group_name
+  storage_account_type = "PremiumV2_LRS"
+  create_option        = "Empty"
+  disk_size_gb         = "16"
+  zone                 = 1
+
+  tags = var.tags
+}
+
+resource "azurerm_virtual_machine_data_disk_attachment" "data" {
+  managed_disk_id    = azurerm_managed_disk.data.id
+  virtual_machine_id = azurerm_linux_virtual_machine.main.id
+  lun                = "1"
+  caching            = "None"
+}
+
+# VM
+
+resource "azurerm_linux_virtual_machine" "main" {
+  name                  = "${var.prefix}-vm"
+  location              = var.location
+  resource_group_name   = var.resource_group_name
+  network_interface_ids = [azurerm_network_interface.main.id]
+  dedicated_host_id     = var.dedicated_host_id
+  zone                  = 1
+
+  size = var.vm_size
+
+  admin_username = "benchmark"
+
+  admin_ssh_key {
+    username   = "benchmark"
+    public_key = var.ssh_public_key
+  }
+
+  os_disk {
+    caching              = "ReadWrite"
+    storage_account_type = "Premium_LRS"
+  }
+
+  source_image_reference {
+    publisher = "Canonical"
+    offer     = "0001-com-ubuntu-server-jammy"
+    sku       = "22_04-lts-gen2"
+    version   = "latest"
+  }
+
+	identity {
+		type = "SystemAssigned"
+	}
+
+  tags = var.tags
+}
+
+resource "azurerm_virtual_machine_extension" "entra_login" {
+  name                 = "AADSSHLoginForLinux"
+  virtual_machine_id   = azurerm_linux_virtual_machine.main.id
+  publisher            = "Microsoft.Azure.ActiveDirectory"
+  type                 = "AADSSHLoginForLinux"
+  type_handler_version = "1.0"
+
+  tags = var.tags
+}
--- a/packages/@n8n/benchmark/infra/output.tf
+++ b/packages/@n8n/benchmark/infra/output.tf
@ -0,0 +1,3 @@
+output "vm_name" {
+  value = module.test_vm.vm_name
+}
--- a/packages/@n8n/benchmark/infra/providers.tf
+++ b/packages/@n8n/benchmark/infra/providers.tf
@ -0,0 +1,23 @@
+
+terraform {
+  required_providers {
+    azurerm = {
+      source  = "hashicorp/azurerm"
+      version = "~> 3.115.0"
+    }
+
+    random = {
+      source = "hashicorp/random"
+    }
+  }
+
+  required_version = "~> 1.8.5"
+}
+
+provider "azurerm" {
+  features {}
+
+  skip_provider_registration = true
+}
+
+provider "random" {}
--- a/packages/@n8n/benchmark/infra/vars.tf
+++ b/packages/@n8n/benchmark/infra/vars.tf
@ -0,0 +1,34 @@
+variable "location" {
+  description = "Region to deploy resources"
+  default     = "East US"
+}
+
+variable "resource_group_name" {
+  description = "Name of the resource group"
+  default     = "n8n-benchmarking"
+}
+
+variable "host_size_family" {
+  description = "Size Family for the Host Group"
+  default     = "DCSv2-Type1"
+}
+
+variable "vm_size" {
+  description = "VM Size"
+  # 2 vCPUs, 8 GiB memory
+  default = "Standard_DC2s_v2"
+}
+
+variable "number_of_vms" {
+  description = "Number of VMs to create"
+  default     = 1
+}
+
+locals {
+  common_tags = {
+    Id        = "N8nBenchmark"
+    Terraform = "true"
+    Owner     = "Catalysts"
+		CreatedAt = timestamp()
+  }
+}
--- a/packages/@n8n/benchmark/package.json
+++ b/packages/@n8n/benchmark/package.json
@ -10,6 +10,8 @@
    "start": "./bin/n8n-benchmark",
    "test": "echo \"Error: no test specified\" && exit 1",
    "typecheck": "tsc --noEmit",
+    "run-in-cloud": "zx scripts/runInCloud.mjs",
+    "destroy-cloud-env": "zx scripts/destroyCloudEnv.mjs",
    "watch": "concurrently \"tsc -w -p tsconfig.build.json\" \"tsc-alias -w -p tsconfig.build.json\""
  },
  "engines": {
--- a/packages/@n8n/benchmark/scripts/destroyCloudEnv.mjs
+++ b/packages/@n8n/benchmark/scripts/destroyCloudEnv.mjs
@ -0,0 +1,90 @@
+#!/usr/bin/env zx
+/**
+ * Script that deletes all resources created by the benchmark environment
+ * and that are older than 2 hours.
+ *
+ * Even tho the environment is provisioned using terraform, the terraform
+ * state is not persisted. Hence we can't use terraform to delete the resources.
+ * We could store the state to a storage account, but then we wouldn't be able
+ * to spin up new envs on-demand. Hence this design.
+ *
+ * Usage:
+ * 	 zx scripts/deleteCloudEnv.mjs
+ */
+// @ts-check
+import { $ } from 'zx';
+
+const EXPIRE_TIME_IN_H = 2;
+const EXPIRE_TIME_IN_MS = EXPIRE_TIME_IN_H * 60 * 60 * 1000;
+const RESOURCE_GROUP_NAME = 'n8n-benchmarking';
+
+async function main() {
+	const resourcesResult =
+		await $`az resource list --resource-group ${RESOURCE_GROUP_NAME} --query "[?tags.Id == 'N8nBenchmark'].{id:id, createdAt:tags.CreatedAt}" -o json`;
+
+	const resources = JSON.parse(resourcesResult.stdout);
+
+	const now = Date.now();
+
+	const resourcesToDelete = resources
+		.filter((resource) => {
+			if (resource.createdAt === undefined) {
+				return true;
+			}
+
+			const createdAt = new Date(resource.createdAt);
+			const resourceExpiredAt = createdAt.getTime() + EXPIRE_TIME_IN_MS;
+
+			return now > resourceExpiredAt;
+		})
+		.map((resource) => resource.id);
+
+	if (resourcesToDelete.length === 0) {
+		if (resources.length === 0) {
+			console.log('No resources found in the resource group.');
+		} else {
+			console.log(
+				`Found ${resources.length} resources in the resource group, but none are older than ${EXPIRE_TIME_IN_H} hours.`,
+			);
+		}
+
+		return;
+	}
+
+	await deleteResources(resourcesToDelete);
+}
+
+async function deleteResources(resourceIds) {
+	// We don't know the order in which resource should be deleted.
+	// Here's a poor person's approach to try deletion until all complete
+	const MAX_ITERATIONS = 100;
+	let i = 0;
+	const toDelete = [...resourceIds];
+
+	console.log(`Deleting ${resourceIds.length} resources...`);
+	while (toDelete.length > 0) {
+		const resourceId = toDelete.shift();
+		const deleted = await deleteById(resourceId);
+		if (!deleted) {
+			toDelete.push(resourceId);
+		}
+
+		if (i++ > MAX_ITERATIONS) {
+			console.log(
+				`Max iterations reached. Exiting. Could not delete ${toDelete.length} resources.`,
+			);
+			process.exit(1);
+		}
+	}
+}
+
+async function deleteById(id) {
+	try {
+		await $`az resource delete --ids ${id}`;
+		return true;
+	} catch (error) {
+		return false;
+	}
+}
+
+main();
--- a/packages/@n8n/benchmark/scripts/runInCloud.mjs
+++ b/packages/@n8n/benchmark/scripts/runInCloud.mjs
@ -0,0 +1,185 @@
+#!/usr/bin/env zx
+/**
+ * Script to run benchmarks on the cloud benchmark environment.
+ * This script will:
+ * 	1. Provision a benchmark environment using Terraform.
+ * 	2. Run the benchmarks on the VM.
+ * 	3. Destroy the cloud environment.
+ *
+ * NOTE: Must be run in the root of the package.
+ *
+ * Usage:
+ * 	 zx scripts/runBenchmarksOnCloud.mjs [--debug] <n8n setup to use>
+ *
+ */
+// @ts-check
+import fs from 'fs';
+import minimist from 'minimist';
+import { $, sleep, tmpdir, which } from 'zx';
+import path from 'path';
+import { SshClient } from './sshClient.mjs';
+import { TerraformClient } from './terraformClient.mjs';
+
+/**
+ * @typedef {Object} BenchmarkEnv
+ * @property {string} vmName
+ */
+
+const RESOURCE_GROUP_NAME = 'n8n-benchmarking';
+
+const paths = {
+	n8nSetupsDir: path.join(path.resolve('scripts'), 'runOnVm', 'n8nSetups'),
+};
+
+async function main() {
+	const config = await parseAndValidateConfig();
+	await ensureDependencies();
+
+	console.log('Using n8n tag', config.n8nTag);
+	console.log('Using benchmark cli tag', config.benchmarkTag);
+
+	const terraformClient = new TerraformClient({
+		privateKeyPath: paths.privateKeyPath,
+		isVerbose: config.isVerbose,
+	});
+
+	try {
+		const benchmarkEnv = await terraformClient.provisionEnvironment();
+
+		await runBenchmarksOnVm(config, benchmarkEnv);
+	} catch (error) {
+		console.error('An error occurred while running the benchmarks:');
+		console.error(error);
+	} finally {
+		await terraformClient.destroyEnvironment();
+	}
+}
+
+async function ensureDependencies() {
+	await which('terraform');
+	await which('az');
+}
+
+/**
+ *
+ * @param {Config} config
+ * @param {BenchmarkEnv} benchmarkEnv
+ */
+async function runBenchmarksOnVm(config, benchmarkEnv) {
+	console.log(`Setting up the environment for ${config.n8nSetupToUse}...`);
+
+	const sshClient = new SshClient({
+		vmName: benchmarkEnv.vmName,
+		resourceGroupName: RESOURCE_GROUP_NAME,
+		verbose: config.isVerbose,
+	});
+
+	await ensureVmIsReachable(sshClient);
+
+	const scriptsDir = await transferScriptsToVm(sshClient);
+
+	// Bootstrap the environment with dependencies
+	console.log('Running bootstrap script...');
+	const bootstrapScriptPath = path.join(scriptsDir, 'bootstrap.sh');
+	await sshClient.ssh(`chmod a+x ${bootstrapScriptPath} && ${bootstrapScriptPath}`);
+
+	// Give some time for the VM to be ready
+	await sleep(1000);
+
+	console.log('Running benchmarks...');
+	const runScriptPath = path.join(scriptsDir, 'runOnVm.mjs');
+	await sshClient.ssh(
+		`npx zx ${runScriptPath} --n8nDockerTag=${config.n8nTag} --benchmarkDockerTag=${config.benchmarkTag} ${config.n8nSetupToUse}`,
+		{
+			// Test run should always log its output
+			verbose: true,
+		},
+	);
+}
+
+async function ensureVmIsReachable(sshClient) {
+	await sshClient.ssh('echo "VM is reachable"');
+}
+
+/**
+ * @returns Path where the scripts are located on the VM
+ */
+async function transferScriptsToVm(sshClient) {
+	await sshClient.ssh('rm -rf ~/n8n');
+
+	await sshClient.ssh('git clone --depth=0 https://github.com/n8n-io/n8n.git');
+
+	return '~/n8n/packages/@n8n/benchmark/scripts/runOnVm';
+}
+
+function readAvailableN8nSetups() {
+	const setups = fs.readdirSync(paths.n8nSetupsDir);
+
+	return setups;
+}
+
+/**
+ * @typedef {Object} Config
+ * @property {boolean} isVerbose
+ * @property {string} n8nSetupToUse
+ * @property {string} n8nTag
+ * @property {string} benchmarkTag
+ *
+ * @returns {Promise<Config>}
+ */
+async function parseAndValidateConfig() {
+	const args = minimist(process.argv.slice(2), {
+		boolean: ['debug'],
+	});
+
+	const n8nSetupToUse = await getAndValidateN8nSetup(args);
+	const isVerbose = args.debug || false;
+	const n8nTag = args.n8nTag || process.env.N8N_DOCKER_TAG || 'latest';
+	const benchmarkTag = args.benchmarkTag || process.env.BENCHMARK_DOCKER_TAG || 'latest';
+
+	return {
+		isVerbose,
+		n8nSetupToUse,
+		n8nTag,
+		benchmarkTag,
+	};
+}
+
+/**
+ * @param {minimist.ParsedArgs} args
+ */
+async function getAndValidateN8nSetup(args) {
+	// Last parameter is the n8n setup to use
+	const n8nSetupToUse = args._[args._.length - 1];
+
+	if (!n8nSetupToUse) {
+		printUsage();
+		process.exit(1);
+	}
+
+	const availableSetups = readAvailableN8nSetups();
+
+	if (!availableSetups.includes(n8nSetupToUse)) {
+		printUsage();
+		process.exit(1);
+	}
+
+	return n8nSetupToUse;
+}
+
+function printUsage() {
+	const availableSetups = readAvailableN8nSetups();
+
+	console.log('Usage: zx scripts/runInCloud.mjs <n8n setup name>');
+	console.log('   eg: zx scripts/runInCloud.mjs sqlite');
+	console.log('');
+	console.log('Options:');
+	console.log('  --debug              Enable verbose output');
+	console.log('  --n8nTag             Docker tag for n8n image. Default is latest');
+	console.log('  --benchmarkTag       Docker tag for benchmark cli image. Default is latest');
+	console.log('');
+	console.log('Available setups:');
+	console.log(`  ${availableSetups.join(', ')}`);
+}
+
+main().catch(console.error);
--- a/packages/@n8n/benchmark/scripts/runOnVm/bootstrap.sh
+++ b/packages/@n8n/benchmark/scripts/runOnVm/bootstrap.sh
@ -0,0 +1,38 @@
+#!/bin/bash
+#
+# Script to initialize the benchmark environment on a VM
+#
+
+set -euo pipefail;
+
+CURRENT_USER=$(whoami)
+
+# Mount the data disk
+if [ -d "/n8n" ]; then
+	echo "Data disk already mounted. Clearing it..."
+	rm -rf /n8n/*
+	rm -rf /n8n/.[!.]*
+else
+	sudo mkdir -p /n8n
+	sudo parted /dev/sdc --script mklabel gpt mkpart xfspart xfs 0% 100%
+	sudo mkfs.xfs /dev/sdc1
+	sudo partprobe /dev/sdc1
+	sudo mount /dev/sdc1 /n8n
+fi
+
+# Allow the current user to write to the data disk
+sudo chmod a+rw /n8n
+
+# Include nodejs v20 repository
+curl -fsSL https://deb.nodesource.com/setup_20.x -o nodesource_setup.sh
+sudo -E bash nodesource_setup.sh
+
+# Install docker, docker compose and nodejs
+sudo DEBIAN_FRONTEND=noninteractive apt-get update
+sudo DEBIAN_FRONTEND=noninteractive apt-get install -y docker.io docker-compose nodejs
+
+# Add the current user to the docker group
+sudo usermod -aG docker "$CURRENT_USER"
+
+# Install zx
+npm install zx
--- a/packages/@n8n/benchmark/scripts/runOnVm/n8nSetups/sqlite/docker-compose.yml
+++ b/packages/@n8n/benchmark/scripts/runOnVm/n8nSetups/sqlite/docker-compose.yml
@ -0,0 +1,16 @@
+services:
+  n8n:
+    image: ghcr.io/n8n-io/n8n:${N8N_VERSION:-latest}
+    environment:
+      - N8N_DIAGNOSTICS_ENABLED=false
+      - N8N_USER_FOLDER=/n8n
+    ports:
+      - 5678:5678
+    volumes:
+      - /n8n:/n8n
+  benchmark:
+    image: ghcr.io/n8n-io/n8n-benchmark:${N8N_BENCHMARK_VERSION:-latest}
+    depends_on:
+      - n8n
+    environment:
+      - N8N_BASE_URL=http://n8n:5678
--- a/packages/@n8n/benchmark/scripts/runOnVm/runOnVm.mjs
+++ b/packages/@n8n/benchmark/scripts/runOnVm/runOnVm.mjs
@ -0,0 +1,53 @@
+#!/usr/bin/env zx
+/**
+ * This script runs the benchmarks using a given docker compose setup
+ */
+
+import { $ } from 'zx';
+
+const [n8nSetupToUse] = argv._;
+
+if (!n8nSetupToUse) {
+	printUsage();
+	process.exit(1);
+}
+
+function printUsage() {
+	console.log('Usage: zx runOnVm.mjs <envName>');
+	console.log('   eg: zx runOnVm.mjs sqlite');
+}
+
+async function main() {
+	const composeFilePath = path.join(__dirname, 'n8nSetups', n8nSetupToUse);
+	const n8nTag = argv.n8nDockerTag || process.env.N8N_DOCKER_TAG || 'latest';
+	const benchmarkTag = argv.benchmarkDockerTag || process.env.BENCHMARK_DOCKER_TAG || 'latest';
+
+	const $$ = $({
+		cwd: composeFilePath,
+		verbose: true,
+		env: {
+			N8N_VERSION: n8nTag,
+			BENCHMARK_VERSION: benchmarkTag,
+		},
+	});
+
+	try {
+		await $$`docker-compose up -d n8n`;
+
+		await $$`docker-compose run benchmark run`;
+	} catch (error) {
+		console.error('An error occurred while running the benchmarks:');
+		console.error(error);
+		console.error('');
+		await dumpN8nInstanceLogs($$);
+	} finally {
+		await $$`docker-compose down`;
+	}
+}
+
+async function dumpN8nInstanceLogs($$) {
+	console.error('n8n instance logs:');
+	await $$`docker-compose logs n8n`;
+}
+
+main();
--- a/packages/@n8n/benchmark/scripts/sshClient.mjs
+++ b/packages/@n8n/benchmark/scripts/sshClient.mjs
@ -0,0 +1,28 @@
+// @ts-check
+import { $ } from 'zx';
+
+export class SshClient {
+	/**
+	 *
+	 * @param {{ vmName: string; resourceGroupName: string; verbose?: boolean }} param0
+	 */
+	constructor({ vmName, resourceGroupName, verbose = false }) {
+		this.vmName = vmName;
+		this.resourceGroupName = resourceGroupName;
+		this.verbose = verbose;
+
+		this.$$ = $({
+			verbose,
+		});
+	}
+
+	/**
+	 * @param {string} command
+	 * @param {{ verbose?: boolean }} [options]
+	 */
+	async ssh(command, options = {}) {
+		const $$ = options?.verbose ? $({ verbose: true }) : this.$$;
+
+		await $$`az ssh vm -n ${this.vmName} -g ${this.resourceGroupName} --yes -- -o StrictHostKeyChecking=accept-new ${command}`;
+	}
+}
--- a/packages/@n8n/benchmark/scripts/terraformClient.mjs
+++ b/packages/@n8n/benchmark/scripts/terraformClient.mjs
@ -0,0 +1,53 @@
+// @ts-check
+
+import path from 'path';
+import { $, fs } from 'zx';
+
+const paths = {
+	infraCodeDir: path.resolve('infra'),
+	terraformStateFile: path.join(path.resolve('infra'), 'terraform.tfstate'),
+};
+
+export class TerraformClient {
+	constructor({ privateKeyPath, isVerbose = false }) {
+		this.privateKeyPath = privateKeyPath;
+		this.isVerbose = isVerbose;
+		this.$$ = $({
+			cwd: paths.infraCodeDir,
+			verbose: isVerbose,
+		});
+	}
+
+	/**
+	 * @typedef {Object} BenchmarkEnv
+	 * @property {string} vmName
+	 *
+	 * @returns {Promise<BenchmarkEnv>}
+	 */
+	async provisionEnvironment() {
+		console.log('Provisioning cloud environment...');
+
+		await this.$$`terraform init`;
+		await this.$$`terraform apply -input=false -auto-approve`;
+
+		return {
+			vmName: await this.getTerraformOutput('vm_name'),
+		};
+	}
+
+	async destroyEnvironment() {
+		if (!fs.existsSync(paths.terraformStateFile)) {
+			console.log('No cloud environment to destroy. Skipping...');
+			return;
+		}
+
+		console.log('Destroying cloud environment...');
+
+		await this.$$`terraform destroy -input=false -auto-approve`;
+	}
+
+	async getTerraformOutput(key) {
+		const output = await this.$$`terraform output -raw ${key}`;
+		return output.stdout.trim();
+	}
+}
--- a/packages/@n8n/benchmark/src/n8nApiClient/n8nApiClient.ts
+++ b/packages/@n8n/benchmark/src/n8nApiClient/n8nApiClient.ts
@ -49,6 +49,12 @@ export class N8nApiClient {
 		} else if (response.status === 400) {
 			if (responsePayload.message === 'Instance owner already setup')
 				console.log('Owner already set up');
+		} else if (response.status === 404) {
+			// The n8n instance setup owner endpoint not be available yet even tho
+			// the health endpoint returns ok. In this case we simply retry.
+			console.log('Owner setup endpoint not available yet, retrying in 1s...');
+			await this.delay(1000);
+			await this.setupOwnerIfNeeded(loginDetails);
 		} else {
 			throw new Error(
 				`Owner setup failed with status ${response.status}: ${responsePayload.message}`,