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// This file is part of bizfly-agent | ||
// | ||
// Copyright (C) 2020 BizFly Cloud | ||
// | ||
// This program is free software: you can redistribute it and/or modify | ||
// it under the terms of the GNU General Public License as published by | ||
// the Free Software Foundation, either version 3 of the License, or | ||
// (at your option) any later version. | ||
// | ||
// This program is distributed in the hope that it will be useful, | ||
// but WITHOUT ANY WARRANTY; without even the implied warranty of | ||
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the | ||
// GNU General Public License for more details. | ||
// | ||
// You should have received a copy of the GNU General Public License | ||
// along with this program. If not, see <https://www.gnu.org/licenses/> | ||
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// +build !nogpu | ||
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package collector | ||
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import ( | ||
"strconv" | ||
"time" | ||
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"github.com/go-kit/kit/log" | ||
"github.com/go-kit/kit/log/level" | ||
"github.com/prometheus/client_golang/prometheus" | ||
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"github.com/mindprince/gonvml" | ||
) | ||
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var ( | ||
averageDuration = 10 * time.Second | ||
) | ||
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type gpuCollector struct { | ||
gpuMinorNumber *prometheus.Desc | ||
gpuName *prometheus.Desc | ||
gpuUUID *prometheus.Desc | ||
gpuTemperature *prometheus.Desc | ||
gpuPowerUsage *prometheus.Desc | ||
gpuFanSpeed *prometheus.Desc | ||
gpuMemoryTotal *prometheus.Desc | ||
gpuMemoryUsed *prometheus.Desc | ||
gpuUtilizationMemory *prometheus.Desc | ||
gpuUtilizationGPU *prometheus.Desc | ||
gpuUtilizationGPUAverage *prometheus.Desc | ||
logger log.Logger | ||
} | ||
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type gpuDevice struct { | ||
Index string | ||
MinorNumber string | ||
Name string | ||
UUID string | ||
Temperature float64 | ||
PowerUsage float64 | ||
FanSpeed float64 | ||
MemoryTotal float64 | ||
MemoryUsed float64 | ||
UtilizationMemory float64 | ||
UtilizationGPU float64 | ||
UtilizationGPUAverage float64 | ||
} | ||
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type gpuMetrics struct { | ||
Version string | ||
Devices []gpuDevice | ||
} | ||
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func init() { | ||
registerCollector("gpu", defaultEnabled, NewGPUCollector) | ||
} | ||
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// NewGPUCollector returns a new Collector exposing CPU stats. | ||
func NewGPUCollector(logger log.Logger) (Collector, error) { | ||
subsystem := "gpu" | ||
return &gpuCollector{ | ||
gpuTemperature: prometheus.NewDesc( | ||
prometheus.BuildFQName(namespace, subsystem, "Temperature"), | ||
"Temperature of GPU device in system", | ||
[]string{"minornumber", "name", "uuid", "system_driver_version"}, nil, | ||
), | ||
gpuPowerUsage: prometheus.NewDesc( | ||
prometheus.BuildFQName(namespace, subsystem, "PowerUsage"), | ||
"Power Usage of GPU device in system", | ||
[]string{"minornumber", "name", "uuid", "system_driver_version"}, nil, | ||
), | ||
gpuFanSpeed: prometheus.NewDesc( | ||
prometheus.BuildFQName(namespace, subsystem, "FanSpeed"), | ||
"Fan Speed of GPU device in system", | ||
[]string{"minornumber", "name", "uuid", "system_driver_version"}, nil, | ||
), | ||
gpuMemoryTotal: prometheus.NewDesc( | ||
prometheus.BuildFQName(namespace, subsystem, "MemoryTotal_Bytes"), | ||
"Memory Total of GPU device in system", | ||
[]string{"minornumber", "name", "uuid", "system_driver_version"}, nil, | ||
), | ||
gpuMemoryUsed: prometheus.NewDesc( | ||
prometheus.BuildFQName(namespace, subsystem, "MemoryUsed_Bytes"), | ||
"Memory Used of GPU device in system", | ||
[]string{"minornumber", "name", "uuid", "system_driver_version"}, nil, | ||
), | ||
gpuUtilizationMemory: prometheus.NewDesc( | ||
prometheus.BuildFQName(namespace, subsystem, "UtilizationMemory"), | ||
"Utilization Memory of GPU device in system", | ||
[]string{"minornumber", "name", "uuid", "system_driver_version"}, nil, | ||
), | ||
gpuUtilizationGPU: prometheus.NewDesc( | ||
prometheus.BuildFQName(namespace, subsystem, "UtilizationGPU"), | ||
"Utilization of GPU device in system", | ||
[]string{"minornumber", "name", "uuid", "system_driver_version"}, nil, | ||
), | ||
gpuUtilizationGPUAverage: prometheus.NewDesc( | ||
prometheus.BuildFQName(namespace, subsystem, "UtilizationGPUAverage"), | ||
"Utilization Average of GPU device in system", | ||
[]string{"minornumber", "name", "uuid", "system_driver_version"}, nil, | ||
), | ||
logger: logger, | ||
}, nil | ||
} | ||
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func (g *gpuCollector) Update(ch chan<- prometheus.Metric) error { | ||
gpu, err := collectMetricDevice() | ||
if err != nil { | ||
level.Debug(g.logger).Log("msg", "gpu information is unavailable to collect") | ||
return nil | ||
} | ||
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for _, metrics := range gpu.Devices { | ||
ch <- prometheus.MustNewConstMetric( | ||
g.gpuTemperature, prometheus.GaugeValue, metrics.Temperature, metrics.MinorNumber, metrics.Name, metrics.UUID, gpu.Version) | ||
ch <- prometheus.MustNewConstMetric( | ||
g.gpuPowerUsage, prometheus.GaugeValue, metrics.PowerUsage, metrics.MinorNumber, metrics.Name, metrics.UUID, gpu.Version) | ||
ch <- prometheus.MustNewConstMetric( | ||
g.gpuFanSpeed, prometheus.GaugeValue, metrics.FanSpeed, metrics.MinorNumber, metrics.Name, metrics.UUID, gpu.Version) | ||
ch <- prometheus.MustNewConstMetric( | ||
g.gpuMemoryTotal, prometheus.CounterValue, metrics.MemoryTotal, metrics.MinorNumber, metrics.Name, metrics.UUID, gpu.Version) | ||
ch <- prometheus.MustNewConstMetric( | ||
g.gpuMemoryUsed, prometheus.GaugeValue, metrics.MemoryUsed, metrics.MinorNumber, metrics.Name, metrics.UUID, gpu.Version) | ||
ch <- prometheus.MustNewConstMetric( | ||
g.gpuUtilizationMemory, prometheus.GaugeValue, metrics.UtilizationMemory, metrics.MinorNumber, metrics.Name, metrics.UUID, gpu.Version) | ||
ch <- prometheus.MustNewConstMetric( | ||
g.gpuUtilizationGPU, prometheus.GaugeValue, metrics.UtilizationGPU, metrics.MinorNumber, metrics.Name, metrics.UUID, gpu.Version) | ||
ch <- prometheus.MustNewConstMetric( | ||
g.gpuUtilizationGPUAverage, prometheus.GaugeValue, metrics.UtilizationGPUAverage, metrics.MinorNumber, metrics.Name, metrics.UUID, gpu.Version) | ||
} | ||
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return nil | ||
} | ||
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func collectMetricDevice() (*gpuMetrics, error) { | ||
if err := gonvml.Initialize(); err != nil { | ||
return nil, err | ||
} | ||
defer gonvml.Shutdown() | ||
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version, err := gonvml.SystemDriverVersion() | ||
if err != nil { | ||
return nil, err | ||
} | ||
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metrics := &gpuMetrics{ | ||
Version: version, | ||
} | ||
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numDevices, err := gonvml.DeviceCount() | ||
if err != nil { | ||
return nil, err | ||
} | ||
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for index := 0; index < int(numDevices); index++ { | ||
device, err := gonvml.DeviceHandleByIndex(uint(index)) | ||
if err != nil { | ||
return nil, err | ||
} | ||
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uuid, err := device.UUID() | ||
if err != nil { | ||
return nil, err | ||
} | ||
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name, err := device.Name() | ||
if err != nil { | ||
return nil, err | ||
} | ||
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minorNumber, err := device.MinorNumber() | ||
if err != nil { | ||
return nil, err | ||
} | ||
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temperature, err := device.Temperature() | ||
if err != nil { | ||
return nil, err | ||
} | ||
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powerUsage, err := device.PowerUsage() | ||
if err != nil { | ||
return nil, err | ||
} | ||
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fanSpeed, err := device.FanSpeed() | ||
if err != nil { | ||
return nil, err | ||
} | ||
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memoryTotal, memoryUsed, err := device.MemoryInfo() | ||
if err != nil { | ||
return nil, err | ||
} | ||
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utilizationGPU, utilizationMemory, err := device.UtilizationRates() | ||
if err != nil { | ||
return nil, err | ||
} | ||
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utilizationGPUAverage, err := device.AverageGPUUtilization(averageDuration) | ||
if err != nil { | ||
return nil, err | ||
} | ||
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metrics.Devices = append(metrics.Devices, | ||
gpuDevice{ | ||
Index: strconv.Itoa(index), | ||
MinorNumber: strconv.Itoa(int(minorNumber)), | ||
Name: name, | ||
UUID: uuid, | ||
Temperature: float64(temperature), | ||
PowerUsage: float64(powerUsage), | ||
FanSpeed: float64(fanSpeed), | ||
MemoryTotal: float64(memoryTotal), | ||
MemoryUsed: float64(memoryUsed), | ||
UtilizationMemory: float64(utilizationMemory), | ||
UtilizationGPU: float64(utilizationGPU), | ||
UtilizationGPUAverage: float64(utilizationGPUAverage), | ||
}) | ||
} | ||
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return metrics, nil | ||
} |
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