|
| 1 | +# Event Transformation |
| 2 | + |
| 3 | +## Overview |
| 4 | + |
| 5 | +`EventTransform` is a Knative API resource that enables declarative transformations of HTTP requests and responses |
| 6 | +without requiring custom code. It allows you to modify event attributes, extract data from event payloads, and reshape |
| 7 | +events to fit different systems' requirements. |
| 8 | + |
| 9 | +EventTransform is designed to be a flexible component in your event-driven architecture that can be placed at various |
| 10 | +points in your event flow to facilitate seamless integration between diverse systems. |
| 11 | + |
| 12 | +## Key Features |
| 13 | + |
| 14 | +- **Declarative transformations** using standard Kubernetes resources |
| 15 | +- **JSONata expressions** for powerful data extraction and transformation |
| 16 | +- **Addressable resource** that can be referenced from any Knative source, trigger, or subscription |
| 17 | +- **Flexible deployment options** within your event flow |
| 18 | +- **Sink configuration** to direct transformed events to specific destinations |
| 19 | +- **Reply support** to leverage Broker's built-in reply feature |
| 20 | + |
| 21 | +## Common Use Cases |
| 22 | + |
| 23 | +### Field Extraction |
| 24 | + |
| 25 | +Extract specific fields from event payloads and promote them as CloudEvent attributes for filtering: |
| 26 | + |
| 27 | +```yaml |
| 28 | +apiVersion: eventing.knative.dev/v1alpha1 |
| 29 | +kind: EventTransform |
| 30 | +metadata: |
| 31 | + name: extract-user-id |
| 32 | +spec: |
| 33 | + jsonata: |
| 34 | + expression: | |
| 35 | + { |
| 36 | + "specversion": "1.0", |
| 37 | + "id": id, |
| 38 | + "type": "user.extracted", |
| 39 | + "source": "transform.user-extractor", |
| 40 | + "time": time, |
| 41 | + "userid": data.user.id, |
| 42 | + "data": $ |
| 43 | + } |
| 44 | +``` |
| 45 | +
|
| 46 | +### Event Format Conversion |
| 47 | +
|
| 48 | +Transform events from one format to another to ensure compatibility between systems: |
| 49 | +
|
| 50 | +```yaml |
| 51 | +apiVersion: eventing.knative.dev/v1alpha1 |
| 52 | +kind: EventTransform |
| 53 | +metadata: |
| 54 | + name: format-converter |
| 55 | +spec: |
| 56 | + sink: |
| 57 | + ref: |
| 58 | + apiVersion: serving.knative.dev/v1 |
| 59 | + kind: Service |
| 60 | + name: destination-service |
| 61 | + jsonata: |
| 62 | + expression: | |
| 63 | + { |
| 64 | + "specversion": "1.0", |
| 65 | + "id": id, |
| 66 | + "type": "order.converted", |
| 67 | + "source": "transform.format-converter", |
| 68 | + "time": time, |
| 69 | + "data": { |
| 70 | + "orderId": data.id, |
| 71 | + "customer": { |
| 72 | + "name": data.user.fullName, |
| 73 | + "email": data.user.email |
| 74 | + }, |
| 75 | + "items": data.items |
| 76 | + } |
| 77 | + } |
| 78 | +``` |
| 79 | +
|
| 80 | +### Event Enrichment |
| 81 | +
|
| 82 | +Add additional context or metadata to events: |
| 83 | +
|
| 84 | +```yaml |
| 85 | +apiVersion: eventing.knative.dev/v1alpha1 |
| 86 | +kind: EventTransform |
| 87 | +metadata: |
| 88 | + name: event-enricher |
| 89 | +spec: |
| 90 | + jsonata: |
| 91 | + expression: | |
| 92 | + { |
| 93 | + "specversion": "1.0", |
| 94 | + "id": id, /* Add the "id", "type", "source", and "time" attributes based on the input JSON object fields */ |
| 95 | + "type": type, |
| 96 | + "source": source, |
| 97 | + "time": time, |
| 98 | + "environment": "production", /* Add fixed environment and region attributes to the event metadata */ |
| 99 | + "region": "us-west-1", |
| 100 | + "data": $ /* Add the event transform input JSON body as CloudEvent "data" field */ |
| 101 | + } |
| 102 | +``` |
| 103 | +
|
| 104 | +### Event Response Reply Transformation |
| 105 | +
|
| 106 | +When using the EventTransform with a sink, you can also transform the responses from the sink: |
| 107 | +
|
| 108 | +!!! important |
| 109 | + The same type of transformation must be used for Sink and Reply transformations. |
| 110 | +
|
| 111 | +```yaml |
| 112 | +apiVersion: eventing.knative.dev/v1alpha1 |
| 113 | +kind: EventTransform |
| 114 | +metadata: |
| 115 | + name: request-reply-transform |
| 116 | +spec: |
| 117 | + sink: |
| 118 | + ref: |
| 119 | + apiVersion: serving.knative.dev/v1 |
| 120 | + kind: Service |
| 121 | + name: processor-service |
| 122 | + jsonata: |
| 123 | + expression: | |
| 124 | + # Request transformation |
| 125 | + { |
| 126 | + "specversion": "1.0", |
| 127 | + "id": id, |
| 128 | + "type": "request.transformed", |
| 129 | + "source": source, |
| 130 | + "time": time, |
| 131 | + "data": data |
| 132 | + } |
| 133 | + reply: |
| 134 | + jsonata: |
| 135 | + expression: | |
| 136 | + # Reply transformation |
| 137 | + { |
| 138 | + "specversion": "1.0", |
| 139 | + "id": id, |
| 140 | + "type": "reply.transformed", |
| 141 | + "source": "transform.reply-processor", |
| 142 | + "time": time, |
| 143 | + "data": data |
| 144 | + } |
| 145 | +``` |
| 146 | +
|
| 147 | +## Deployment Patterns |
| 148 | +
|
| 149 | +EventTransform can be used in different positions within your event flow: |
| 150 | +
|
| 151 | +### Source → EventTransform → Broker |
| 152 | +
|
| 153 | +Transform events before they reach the Broker: |
| 154 | +
|
| 155 | +```yaml |
| 156 | +apiVersion: sources.knative.dev/v1 |
| 157 | +kind: ApiServerSource |
| 158 | +metadata: |
| 159 | + name: k8s-events |
| 160 | +spec: |
| 161 | + serviceAccountName: event-watcher |
| 162 | + resources: |
| 163 | + - apiVersion: v1 |
| 164 | + kind: Event |
| 165 | + sink: |
| 166 | + ref: |
| 167 | + apiVersion: eventing.knative.dev/v1alpha1 |
| 168 | + kind: EventTransform |
| 169 | + name: event-transformer |
| 170 | +--- |
| 171 | +apiVersion: eventing.knative.dev/v1alpha1 |
| 172 | +kind: EventTransform |
| 173 | +metadata: |
| 174 | + name: event-transformer |
| 175 | +spec: |
| 176 | + sink: |
| 177 | + ref: |
| 178 | + apiVersion: eventing.knative.dev/v1 |
| 179 | + kind: Broker |
| 180 | + name: default |
| 181 | + jsonata: |
| 182 | + expression: | |
| 183 | + # transformation expression |
| 184 | +``` |
| 185 | +
|
| 186 | +### Broker → Trigger → EventTransform → Service or Sink |
| 187 | +
|
| 188 | +Transform events after they're filtered by a Trigger: |
| 189 | +
|
| 190 | +```yaml |
| 191 | +apiVersion: eventing.knative.dev/v1 |
| 192 | +kind: Trigger |
| 193 | +metadata: |
| 194 | + name: transform-trigger |
| 195 | +spec: |
| 196 | + broker: default |
| 197 | + filter: |
| 198 | + attributes: |
| 199 | + type: original.event.type |
| 200 | + subscriber: |
| 201 | + ref: |
| 202 | + apiVersion: eventing.knative.dev/v1alpha1 |
| 203 | + kind: EventTransform |
| 204 | + name: event-transformer |
| 205 | +--- |
| 206 | +apiVersion: eventing.knative.dev/v1alpha1 |
| 207 | +kind: EventTransform |
| 208 | +metadata: |
| 209 | + name: event-transformer |
| 210 | +spec: |
| 211 | + sink: |
| 212 | + ref: |
| 213 | + apiVersion: serving.knative.dev/v1 |
| 214 | + kind: Service |
| 215 | + name: destination-service |
| 216 | + jsonata: |
| 217 | + expression: | |
| 218 | + # transformation expression |
| 219 | +``` |
| 220 | +
|
| 221 | +### Using Broker Reply Feature |
| 222 | +
|
| 223 | +Transform events and republish them back to the Broker: |
| 224 | +
|
| 225 | +!!! important |
| 226 | + Preventing infinite event loops: When using the reply feature with a Broker, you must ensure that your transformed |
| 227 | + events don't trigger the same Trigger that sent them to the EventTransform in the first place. |
| 228 | +
|
| 229 | +```yaml |
| 230 | +apiVersion: eventing.knative.dev/v1 |
| 231 | +kind: Trigger |
| 232 | +metadata: |
| 233 | + name: transform-trigger |
| 234 | +spec: |
| 235 | + broker: default |
| 236 | + filter: |
| 237 | + attributes: |
| 238 | + type: original.event.type |
| 239 | + subscriber: |
| 240 | + ref: |
| 241 | + apiVersion: eventing.knative.dev/v1alpha1 |
| 242 | + kind: EventTransform |
| 243 | + name: event-transformer |
| 244 | +--- |
| 245 | +apiVersion: eventing.knative.dev/v1alpha1 |
| 246 | +kind: EventTransform |
| 247 | +metadata: |
| 248 | + name: event-transformer |
| 249 | +spec: |
| 250 | + # No sink specified - will use reply feature |
| 251 | + jsonata: |
| 252 | + expression: | |
| 253 | + { |
| 254 | + "specversion": "1.0", |
| 255 | + "id": id, |
| 256 | + "time": time, |
| 257 | + "type": "transformed.event.type", |
| 258 | + "source": "transform.event-transformer", |
| 259 | + "data": $ |
| 260 | + } |
| 261 | +``` |
| 262 | +
|
| 263 | +## Next Steps |
| 264 | +
|
| 265 | +- [JSONata Transformations](./event-transform-jsonata.md) - Learn about using JSONata expressions for event |
| 266 | + transformations |
| 267 | +- [Trigger Filtering](./../triggers/README.md#trigger-filtering) - Learn how to use Trigger filtering |
| 268 | +- [EventTransform API Reference](./../reference/eventing-api.md) - Detailed API reference for EventTransform |
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