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Adding JSON files for Prometheus queries for Runtimes. #209

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merged 1 commit into from
Jun 17, 2024
Merged

Adding JSON files for Prometheus queries for Runtimes. #209

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55 changes: 55 additions & 0 deletions controllers/constants/ovms-metrics.json
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Original file line number Diff line number Diff line change
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{
"metrics": {
"supported": "true",
"config": [
{
"title": "Number of requests",
"type": "REQUEST_COUNT",
"queries": [
{
"title": "Number of successful incoming requests",
"query": "sum(increase(ovms_requests_success{namespace='${NAMESPACE}',name='${MODEL_NAME}'}[${RATE_INTERVAL}]))"
},
{
"title": "Number of failed incoming requests",
"query": "sum(increase(ovms_requests_fail{namespace='${NAMESPACE}',name='${MODEL_NAME}'}[${RATE_INTERVAL}]))"
}
]
},
{
"title": "Average response time (ms)",
"type": "MEAN_LATENCY",
"queries": [
{
"title": "Average inference latency",
"query": "sum by (name) (rate(ovms_inference_time_us_sum{namespace='${NAMESPACE}', name='${MODEL_NAME}'}[1m])) / sum by (name) (rate(ovms_inference_time_us_count{namespace='${NAMESPACE}', name='${MODEL_NAME}'}[{RATE_INTERVAL}]))"
},
{
"title": "Average e2e latency",
"query": "sum by (name) (rate(ovms_request_time_us_sum{name='${MODEL_NAME}'}[1m])) / sum by (name) (rate(ovms_request_time_us_count{name='${MODEL_NAME}'}[{RATE_INTERVAL}]))"
}
]
},
{
"title": "CPU utilization %",
"type": "CPU_USAGE",
"queries": [
{
"title": "CPU usage",
"query": "sum(node_namespace_pod_container:container_cpu_usage_seconds_total:sum_irate{namespace='${NAMESPACE}'}* on(namespace,pod) group_left(workload, workload_type) namespace_workload_pod:kube_pod_owner:relabel{namespace='${NAMESPACE}', workload=~'${MODEL_NAME}-predictor-.*', workload_type=~'deployment'}) by (pod)"
}
]
},
{
"title": "Memory utilization %",
"type": "MEMORY_USAGE",
"queries": [
{
"title": "Memory usage",
"query": "sum(container_memory_working_set_bytes{namespace='$(MODEL_NAMESPACE)', pod=~'${MODEL_NAME}-predictor-.*'}) by (pod)"
}
]
}
]
}
}
55 changes: 55 additions & 0 deletions controllers/constants/tgis-metrics.json
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{
"metrics": {
"supported": "true",
"config": [
{
"title": "Number of requests",
"type": "REQUEST_COUNT",
"queries": [
{
"title": "Number of successful incoming requests",
"query": "sum(increase(tgi_request_success{namespace=${NAMESPACE}, pod=~'${MODEL_NAME}-predictor-.*'}[${RATE_INTERVAL}]))"
},
{
"title": "Number of failed incoming requests",
"query": "sum(increase(tgi_request_failure{namespace=${NAMESPACE}, pod=~'${MODEL_NAME}-predictor-.*'}[${RATE_INTERVAL}]))"
}
]
},
{
"title": "Average response time (ms)",
"type": "MEAN_LATENCY",
"queries": [
{
"title": "Average inference latency",
"query": "sum by (pod) (rate(tgi_request_inference_duration_sum{namespace=${NAMESPACE}, pod=~'${MODEL_NAME}-predictor-.*'}[${RATE_INTERVAL}])) / sum by (pod) (rate(tgi_request_inference_duration_count{namespace=${NAMESPACE}, pod=~'${MODEL_NAME}-predictor-.*'}[${RATE_INTERVAL}])) "
},
{
"title": "Average e2e latency",
"query": "sum by (pod) (rate(tgi_request_duration_sum{namespace=${NAMESPACE}, pod=~'${MODEL_NAME}-predictor-.*'}[${RATE_INTERVAL}])) / sum by (pod) (rate(tgi_request_duration_count{namespace=${NAMESPACE}, pod=~'${MODEL_NAME}-predictor-.*'}[${RATE_INTERVAL}]))"
}
]
},
{
"title": "CPU utilization %",
"type": "CPU_USAGE",
"queries": [
{
"title": "CPU usage",
"query": "sum(node_namespace_pod_container:container_cpu_usage_seconds_total:sum_irate{namespace='${NAMESPACE}'}* on(namespace,pod) group_left(workload, workload_type) namespace_workload_pod:kube_pod_owner:relabel{namespace='${NAMESPACE}', workload=~'${MODEL_NAME}-predictor-.*', workload_type=~'deployment'}) by (pod)"
}
]
},
{
"title": "Memory utilization %",
"type": "MEMORY_USAGE",
"queries": [
{
"title": "Memory usage",
"query": "sum(container_memory_working_set_bytes{namespace='$(MODEL_NAMESPACE)', pod=~'${MODEL_NAME}-predictor-.*'}) by (pod)"
}
]
}
]
}
}
47 changes: 47 additions & 0 deletions controllers/constants/vllm-metrics.json
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{
"metrics": {
"supported": "true",
"config": [
{
"title": "Number of requests",
"type": "REQUEST_COUNT",
"queries": [
{
"title": "Number of successful incoming requests",
"query": "sum(increase(vllm:request_success_total{namespace='${NAMESPACE}',model_name='${model_name}'}[${RATE_INTERVAL}]))"
}
]
},
{
"title": "Average response time (ms)",
"type": "MEAN_LATENCY",
"queries": [
{
"title": "Average e2e latency",
"query": "histogram_quantile(0.5, sum(rate(vllm:e2e_request_latency_seconds_bucket{namespace=${NAMESPACE}, model_name='${MODEL_NAME}'}[${RATE_INTERVAL}])) by (le, model_name))"
}
]
},
{
"title": "CPU utilization %",
"type": "CPU_USAGE",
"queries": [
{
"title": "CPU usage",
"query": "sum(node_namespace_pod_container:container_cpu_usage_seconds_total:sum_irate{namespace='${NAMESPACE}'}* on(namespace,pod) group_left(workload, workload_type) namespace_workload_pod:kube_pod_owner:relabel{namespace='${NAMESPACE}', workload=~'${MODEL_NAME}-predictor-.*', workload_type=~'deployment'}) by (pod)"
}
]
},
{
"title": "Memory utilization %",
"type": "MEMORY_USAGE",
"queries": [
{
"title": "Memory usage",
"query": "sum(container_memory_working_set_bytes{namespace='$(MODEL_NAMESPACE)', pod=~'${MODEL_NAME}-predictor-.*'}) by (pod)"
}
]
}
]
}
}