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.gitignore
vendored
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2
.gitignore
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nvidia_smi_exporter
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sample.csv
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57
README.md
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README.md
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# nvidia_smi_exporter
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nvidia-smi metrics exporter for Prometheus
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## Build
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```
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> go build -v nvidia_smi_exporter
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```
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## Run
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```
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> ./nvidia_smi_exporter [<port>]
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```
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Default port is 9101
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### localhost:9101/metrics
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```
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temperature_gpu{gpu="TITAN X (Pascal)[0]"} 41
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utilization_gpu{gpu="TITAN X (Pascal)[0]"} 0
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utilization_memory{gpu="TITAN X (Pascal)[0]"} 0
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memory_total{gpu="TITAN X (Pascal)[0]"} 12189
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memory_free{gpu="TITAN X (Pascal)[0]"} 12189
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memory_used{gpu="TITAN X (Pascal)[0]"} 0
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temperature_gpu{gpu="TITAN X (Pascal)[1]"} 78
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utilization_gpu{gpu="TITAN X (Pascal)[1]"} 95
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utilization_memory{gpu="TITAN X (Pascal)[1]"} 59
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memory_total{gpu="TITAN X (Pascal)[1]"} 12189
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memory_free{gpu="TITAN X (Pascal)[1]"} 1738
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memory_used{gpu="TITAN X (Pascal)[1]"} 10451
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temperature_gpu{gpu="TITAN X (Pascal)[2]"} 83
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utilization_gpu{gpu="TITAN X (Pascal)[2]"} 99
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utilization_memory{gpu="TITAN X (Pascal)[2]"} 82
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memory_total{gpu="TITAN X (Pascal)[2]"} 12189
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memory_free{gpu="TITAN X (Pascal)[2]"} 190
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memory_used{gpu="TITAN X (Pascal)[2]"} 11999
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temperature_gpu{gpu="TITAN X (Pascal)[3]"} 84
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utilization_gpu{gpu="TITAN X (Pascal)[3]"} 97
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utilization_memory{gpu="TITAN X (Pascal)[3]"} 76
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memory_total{gpu="TITAN X (Pascal)[3]"} 12189
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memory_free{gpu="TITAN X (Pascal)[3]"} 536
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memory_used{gpu="TITAN X (Pascal)[3]"} 11653
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```
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### Exact command
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```
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nvidia-smi --query-gpu=name,index,temperature.gpu,utilization.gpu,utilization.memory,memory.total,memory.free,memory.used --format=csv,noheader,nounits
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```
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### Prometheus example config
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```
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- job_name: "gpu_exporter"
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static_configs:
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- targets: ['localhost:9101']
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```
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66
nvidia_smi_exporter.go
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nvidia_smi_exporter.go
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package main
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import (
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"bytes"
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"encoding/csv"
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"fmt"
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"net/http"
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"log"
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"os"
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"os/exec"
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"strings"
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)
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// name, index, temperature.gpu, utilization.gpu,
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// utilization.memory, memory.total, memory.free, memory.used
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func metrics(response http.ResponseWriter, request *http.Request) {
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out, err := exec.Command(
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"nvidia-smi",
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"--query-gpu=name,index,temperature.gpu,utilization.gpu,utilization.memory,memory.total,memory.free,memory.used",
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"--format=csv,noheader,nounits").Output()
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if err != nil {
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fmt.Printf("%s\n", err)
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return
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}
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csvReader := csv.NewReader(bytes.NewReader(out))
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csvReader.TrimLeadingSpace = true
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records, err := csvReader.ReadAll()
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if err != nil {
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fmt.Printf("%s\n", err)
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return
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}
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metricList := []string {
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"temperature.gpu", "utilization.gpu",
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"utilization.memory", "memory.total", "memory.free", "memory.used"}
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result := ""
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for _, row := range records {
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name := fmt.Sprintf("%s[%s]", row[0], row[1])
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for idx, value := range row[2:] {
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result = fmt.Sprintf(
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"%s%s{gpu=\"%s\"} %s\n", result,
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metricList[idx], name, value)
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}
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}
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fmt.Fprintf(response, strings.Replace(result, ".", "_", -1))
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}
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func main() {
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port := ":9101"
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if len(os.Args) > 1 {
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port = ":" + os.Args[1]
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}
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http.HandleFunc("/metrics/", metrics)
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err := http.ListenAndServe(port, nil)
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if err != nil {
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log.Fatal("ListenAndServe: ", err)
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}
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}
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