|
| 1 | +# Testing ExternalModel with the Simulator |
| 2 | + |
| 3 | +This guide provides working CRDs and curl commands for testing ExternalModel |
| 4 | +body-based routing against the shared simulator (`llm-katan`). The simulator |
| 5 | +supports OpenAI Chat Completions and Anthropic Messages formats. |
| 6 | + |
| 7 | +## Simulator Endpoint |
| 8 | + |
| 9 | +``` |
| 10 | +Host: 3-132-132-211.sslip.io |
| 11 | +Providers: openai, anthropic, azure, bedrock, vertexai |
| 12 | +``` |
| 13 | + |
| 14 | +Each provider type has its own API key: |
| 15 | + |
| 16 | +| Provider | Key | |
| 17 | +|----------|-----| |
| 18 | +| openai | `llm-katan-openai-key` | |
| 19 | +| anthropic | `llm-katan-anthropic-key` | |
| 20 | +| azure | `llm-katan-azure-key` | |
| 21 | +| bedrock | `llm-katan-bedrock-key` | |
| 22 | + |
| 23 | +## Secrets |
| 24 | + |
| 25 | +```yaml |
| 26 | +apiVersion: v1 |
| 27 | +kind: Secret |
| 28 | +metadata: |
| 29 | + name: sim-openai-key |
| 30 | + namespace: llm |
| 31 | + labels: |
| 32 | + inference.llm-d.ai/ipp-managed: "true" |
| 33 | +type: Opaque |
| 34 | +stringData: |
| 35 | + api-key: "llm-katan-openai-key" |
| 36 | +--- |
| 37 | +apiVersion: v1 |
| 38 | +kind: Secret |
| 39 | +metadata: |
| 40 | + name: sim-anthropic-key |
| 41 | + namespace: llm |
| 42 | + labels: |
| 43 | + inference.llm-d.ai/ipp-managed: "true" |
| 44 | +type: Opaque |
| 45 | +stringData: |
| 46 | + api-key: "llm-katan-anthropic-key" |
| 47 | +``` |
| 48 | +
|
| 49 | +## ExternalProviders |
| 50 | +
|
| 51 | +```yaml |
| 52 | +apiVersion: inference.opendatahub.io/v1alpha1 |
| 53 | +kind: ExternalProvider |
| 54 | +metadata: |
| 55 | + name: sim-openai |
| 56 | + namespace: llm |
| 57 | +spec: |
| 58 | + provider: openai |
| 59 | + endpoint: 3-132-132-211.sslip.io |
| 60 | + auth: |
| 61 | + type: apikey |
| 62 | + secretRef: |
| 63 | + name: sim-openai-key |
| 64 | +--- |
| 65 | +apiVersion: inference.opendatahub.io/v1alpha1 |
| 66 | +kind: ExternalProvider |
| 67 | +metadata: |
| 68 | + name: sim-anthropic |
| 69 | + namespace: llm |
| 70 | +spec: |
| 71 | + provider: anthropic |
| 72 | + endpoint: 3-132-132-211.sslip.io |
| 73 | + auth: |
| 74 | + type: apikey |
| 75 | + secretRef: |
| 76 | + name: sim-anthropic-key |
| 77 | +``` |
| 78 | +
|
| 79 | +## ExternalModels |
| 80 | +
|
| 81 | +### 1. OpenAI Chat Completions (`/v1/chat/completions`) |
| 82 | + |
| 83 | +```yaml |
| 84 | +apiVersion: inference.opendatahub.io/v1alpha1 |
| 85 | +kind: ExternalModel |
| 86 | +metadata: |
| 87 | + name: sim-chat |
| 88 | + namespace: llm |
| 89 | +spec: |
| 90 | + externalProviderRefs: |
| 91 | + - ref: |
| 92 | + name: sim-openai |
| 93 | + targetModel: sim-chat |
| 94 | + apiFormat: openai-chat |
| 95 | + path: /v1/chat/completions |
| 96 | + weight: 100 |
| 97 | +``` |
| 98 | + |
| 99 | +### 2. Anthropic Messages (`/v1/messages`) |
| 100 | + |
| 101 | +```yaml |
| 102 | +apiVersion: inference.opendatahub.io/v1alpha1 |
| 103 | +kind: ExternalModel |
| 104 | +metadata: |
| 105 | + name: sim-messages |
| 106 | + namespace: llm |
| 107 | +spec: |
| 108 | + externalProviderRefs: |
| 109 | + - ref: |
| 110 | + name: sim-anthropic |
| 111 | + targetModel: sim-messages |
| 112 | + apiFormat: messages |
| 113 | + path: /v1/messages |
| 114 | + weight: 100 |
| 115 | +``` |
| 116 | + |
| 117 | +### 3. OpenAI Chat Completions (alternate — second model for multi-model testing) |
| 118 | + |
| 119 | +```yaml |
| 120 | +apiVersion: inference.opendatahub.io/v1alpha1 |
| 121 | +kind: ExternalModel |
| 122 | +metadata: |
| 123 | + name: sim-chat-2 |
| 124 | + namespace: llm |
| 125 | +spec: |
| 126 | + externalProviderRefs: |
| 127 | + - ref: |
| 128 | + name: sim-openai |
| 129 | + targetModel: sim-chat-2 |
| 130 | + apiFormat: openai-chat |
| 131 | + path: /v1/chat/completions |
| 132 | + weight: 100 |
| 133 | +``` |
| 134 | + |
| 135 | +## MaaSModelRefs (required for MaaS governance) |
| 136 | + |
| 137 | +```yaml |
| 138 | +apiVersion: maas.opendatahub.io/v1alpha1 |
| 139 | +kind: MaaSModelRef |
| 140 | +metadata: |
| 141 | + name: sim-chat |
| 142 | + namespace: llm |
| 143 | +spec: |
| 144 | + modelRef: |
| 145 | + kind: ExternalModel |
| 146 | + name: sim-chat |
| 147 | +--- |
| 148 | +apiVersion: maas.opendatahub.io/v1alpha1 |
| 149 | +kind: MaaSModelRef |
| 150 | +metadata: |
| 151 | + name: sim-messages |
| 152 | + namespace: llm |
| 153 | +spec: |
| 154 | + modelRef: |
| 155 | + kind: ExternalModel |
| 156 | + name: sim-messages |
| 157 | +--- |
| 158 | +apiVersion: maas.opendatahub.io/v1alpha1 |
| 159 | +kind: MaaSModelRef |
| 160 | +metadata: |
| 161 | + name: sim-chat-2 |
| 162 | + namespace: llm |
| 163 | +spec: |
| 164 | + modelRef: |
| 165 | + kind: ExternalModel |
| 166 | + name: sim-chat-2 |
| 167 | +``` |
| 168 | + |
| 169 | +## Curl Commands |
| 170 | + |
| 171 | +Set these variables first: |
| 172 | + |
| 173 | +```bash |
| 174 | +export GATEWAY="https://maas.apps.ocp.nrt9w.sandbox311.opentlc.com" |
| 175 | +export API_KEY="sk-oai-18Zj600CNqbALti8I_rXCa3LQqaRLA8NbgROjRI3rS46vVWi6DUj5jctfcMYx" |
| 176 | +``` |
| 177 | + |
| 178 | +### Chat Completions (path-based routing) |
| 179 | + |
| 180 | +```bash |
| 181 | +curl -sk \ |
| 182 | + -H "Content-Type: application/json" \ |
| 183 | + -H "x-api-key: $API_KEY" \ |
| 184 | + "$GATEWAY/llm/sim-chat/v1/chat/completions" \ |
| 185 | + -d '{ |
| 186 | + "model": "sim-chat", |
| 187 | + "messages": [{"role": "user", "content": "hello"}], |
| 188 | + "max_tokens": 50 |
| 189 | + }' |
| 190 | +``` |
| 191 | + |
| 192 | +### Chat Completions (body-based routing — BBR) |
| 193 | + |
| 194 | +```bash |
| 195 | +curl -sk \ |
| 196 | + -H "Content-Type: application/json" \ |
| 197 | + -H "x-api-key: $API_KEY" \ |
| 198 | + "$GATEWAY/v1/chat/completions" \ |
| 199 | + -d '{ |
| 200 | + "model": "sim-chat", |
| 201 | + "messages": [{"role": "user", "content": "hello"}], |
| 202 | + "max_tokens": 50 |
| 203 | + }' |
| 204 | +``` |
| 205 | + |
| 206 | +### Messages (body-based routing — BBR) |
| 207 | + |
| 208 | +```bash |
| 209 | +curl -sk \ |
| 210 | + -H "Content-Type: application/json" \ |
| 211 | + -H "x-api-key: $API_KEY" \ |
| 212 | + "$GATEWAY/v1/messages" \ |
| 213 | + -d '{ |
| 214 | + "model": "sim-messages", |
| 215 | + "messages": [{"role": "user", "content": "hello"}], |
| 216 | + "max_tokens": 50 |
| 217 | + }' |
| 218 | +``` |
| 219 | + |
| 220 | +### Streaming Chat Completions |
| 221 | + |
| 222 | +```bash |
| 223 | +curl -sk -N \ |
| 224 | + -H "Content-Type: application/json" \ |
| 225 | + -H "x-api-key: $API_KEY" \ |
| 226 | + "$GATEWAY/v1/chat/completions" \ |
| 227 | + -d '{ |
| 228 | + "model": "sim-chat", |
| 229 | + "messages": [{"role": "user", "content": "hello"}], |
| 230 | + "max_tokens": 50, |
| 231 | + "stream": true |
| 232 | + }' |
| 233 | +``` |
| 234 | + |
| 235 | +### Wrong model (should be rejected — validates BBR is active) |
| 236 | + |
| 237 | +```bash |
| 238 | +curl -sk \ |
| 239 | + -H "Content-Type: application/json" \ |
| 240 | + -H "x-api-key: $API_KEY" \ |
| 241 | + "$GATEWAY/v1/chat/completions" \ |
| 242 | + -d '{ |
| 243 | + "model": "nonexistent-model", |
| 244 | + "messages": [{"role": "user", "content": "hello"}], |
| 245 | + "max_tokens": 50 |
| 246 | + }' |
| 247 | +``` |
| 248 | + |
| 249 | +## Dogfood Cluster (sandbox311) |
| 250 | + |
| 251 | +- Console: `https://console-openshift-console.apps.ocp.nrt9w.sandbox311.opentlc.com` |
| 252 | +- Gateway: `https://maas.apps.ocp.nrt9w.sandbox311.opentlc.com` |
| 253 | +- Models namespace: `llm` |
| 254 | +- Simulator IP: `3-132-132-211.sslip.io` |
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