本示例展示如何使用 Cloudflare provider ↗(v5.19.0+)通过 Terraform 配置 Pipelines 和 R2 Data Catalog。
该配置创建完整的数据 pipeline:启用 data catalog 的 R2 存储桶、用于 sink 的范围限定 API 令牌,以及将 JSON 数据摄取到 Apache Iceberg ↗ 表的 stream、sink 和 pipeline 资源。
- Terraform CLI ↗
>= 1.0 - 已启用 R2 和 Pipelines 的 Cloudflare 账户
- 具有以下权限的范围限定到账户的 API 令牌:
- Pipelines - Edit
- Workers R2 Storage - Edit
- Workers R2 Data Catalog - Edit
- Account API Tokens(账户 API 令牌) - Edit
有关将 Terraform 与 Cloudflare 配合使用的一般信息,请参阅 Terraform 文档。
本示例使用以下 Cloudflare Terraform 资源:
| 资源 | 描述 |
|---|---|
cloudflare_r2_bucket ↗ |
创建用于存储 pipeline 数据的 R2 存储桶 |
cloudflare_r2_data_catalog ↗ |
在存储桶上启用 R2 Data Catalog |
cloudflare_pipeline_stream ↗ |
创建通过 HTTP 或 Worker 绑定接收事件的 stream |
cloudflare_pipeline_sink ↗ |
创建将数据写入 R2 Data Catalog 或 R2 的 sink |
cloudflare_pipeline ↗ |
创建连接 stream 和 sink 的 SQL pipeline |
cloudflare_account_token ↗ |
创建用于 sink 身份验证的范围限定 API 令牌 |
安装 terraform ↗ 后,创建一个目录和以下文件。
创建 variables.tf:
terraform {
required_providers {
cloudflare = {
source = "cloudflare/cloudflare"
version = "~> 5.19"
}
}
}
provider "cloudflare" {
api_token = var.cloudflare_api_token
}
variable "cloudflare_api_token" {
type = string
sensitive = true
}
variable "cloudflare_account_id" {
type = string
}创建 main.tf:
# --- R2 bucket and Data Catalog ---
resource "cloudflare_r2_bucket" "pipeline_bucket" {
account_id = var.cloudflare_account_id
name = "my-pipeline-bucket"
}
resource "cloudflare_r2_data_catalog" "pipeline_catalog" {
account_id = var.cloudflare_account_id
bucket_name = cloudflare_r2_bucket.pipeline_bucket.name
}
# --- Scoped API token for the sink ---
data "cloudflare_account_api_token_permission_groups_list" "r2_bucket_item_write" {
account_id = var.cloudflare_account_id
name = "Workers R2 Storage Bucket Item Write"
}
data "cloudflare_account_api_token_permission_groups_list" "r2_data_catalog_write" {
account_id = var.cloudflare_account_id
name = "Workers R2 Data Catalog Write"
}
resource "cloudflare_account_token" "sink_token" {
name = "pipeline-sink-token"
account_id = var.cloudflare_account_id
policies = [{
effect = "allow"
permission_groups = [
{ id = data.cloudflare_account_api_token_permission_groups_list.r2_bucket_item_write.result[0].id },
{ id = data.cloudflare_account_api_token_permission_groups_list.r2_data_catalog_write.result[0].id },
]
resources = jsonencode({
"com.cloudflare.api.account.${var.cloudflare_account_id}" = "*"
})
}]
}
# --- Stream ---
resource "cloudflare_pipeline_stream" "my_stream" {
account_id = var.cloudflare_account_id
name = "my_stream"
format = {
type = "json"
}
schema = {
fields = [{
name = "value"
type = "json"
required = true
}]
}
http = {
enabled = true
authentication = false
cors = {}
}
worker_binding = {
enabled = false
}
}
# --- Sink (R2 Data Catalog) ---
resource "cloudflare_pipeline_sink" "my_sink" {
account_id = var.cloudflare_account_id
name = "my_sink"
type = "r2_data_catalog"
format = {
type = "parquet"
}
schema = {
fields = []
}
config = {
account_id = var.cloudflare_account_id
bucket = cloudflare_r2_bucket.pipeline_bucket.name
table_name = cloudflare_r2_data_catalog.pipeline_catalog.name
token = cloudflare_account_token.sink_token.value
}
}
# --- Pipeline ---
resource "cloudflare_pipeline" "my_pipeline" {
account_id = var.cloudflare_account_id
name = "my_pipeline"
sql = "INSERT INTO ${cloudflare_pipeline_sink.my_sink.name} SELECT * FROM ${cloudflare_pipeline_stream.my_stream.name}"
}使用 R2 sink 而非 R2 Data Catalog
要将原始 Parquet 或 JSON 文件写入 R2 而非 Iceberg 表,请将 sink 资源替换为 R2 sink。这需要 R2 S3 兼容凭据而非 catalog 令牌。
在 variables.tf 中添加 S3 凭据变量:
variable "r2_access_key_id" {
type = string
sensitive = true
}
variable "r2_access_key_secret" {
type = string
sensitive = true
}在 main.tf 中替换 sink 资源:
resource "cloudflare_pipeline_sink" "my_sink" {
account_id = var.cloudflare_account_id
name = "my_sink"
type = "r2"
format = {
type = "json"
}
schema = {
fields = []
}
config = {
account_id = var.cloudflare_account_id
bucket = cloudflare_r2_bucket.pipeline_bucket.name
credentials = {
access_key_id = var.r2_access_key_id
secret_access_key = var.r2_access_key_secret
}
}
}使用 R2 sink 时,可以从配置中移除 cloudflare_r2_data_catalog、cloudflare_account_token 以及两个 cloudflare_account_api_token_permission_groups_list 数据源。
创建 outputs.tf:
output "pipeline_id" {
value = cloudflare_pipeline.my_pipeline.id
}
output "pipeline_status" {
value = cloudflare_pipeline.my_pipeline.status
}
output "stream_endpoint" {
value = cloudflare_pipeline_stream.my_stream.endpoint
}
output "sink_id" {
value = cloudflare_pipeline_sink.my_sink.id
}设置环境变量:
export TF_VAR_cloudflare_api_token="<YOUR_API_TOKEN>"
export TF_VAR_cloudflare_account_id="<YOUR_ACCOUNT_ID>"然后使用 terraform plan 查看更改,使用 terraform apply 应用更改:
terraform init
terraform plan
terraform applyapply 完成后,Terraform 输出 stream 端点 URL。使用它向 pipeline 发送数据:
curl -X POST https://<STREAM_ENDPOINT> \
-H "Content-Type: application/json" \
-d '[{"value": {"event": "page_view", "user_id": "user_123"}}]'要移除此配置创建的所有资源:
terraform destroy