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Add initial support for monitoring GPUs on Linux (prometheus#1998)
Expose GPU metrics using `sysfs/drm`. `amdgpu` is the only driver which exposes this information through DRM. Signed-off-by: Siavash Safi <siavash.safi@gmail.com>
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// Copyright 2021 The Prometheus Authors | ||
// Licensed under the Apache License, Version 2.0 (the "License"); | ||
// you may not use this file except in compliance with the License. | ||
// You may obtain a copy of the License at | ||
// | ||
// http://www.apache.org/licenses/LICENSE-2.0 | ||
// | ||
// Unless required by applicable law or agreed to in writing, software | ||
// distributed under the License is distributed on an "AS IS" BASIS, | ||
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
// See the License for the specific language governing permissions and | ||
// limitations under the License. | ||
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// +build !nogpu | ||
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package collector | ||
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import ( | ||
"fmt" | ||
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"github.com/go-kit/log" | ||
"github.com/prometheus/client_golang/prometheus" | ||
"github.com/prometheus/procfs/sysfs" | ||
) | ||
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const ( | ||
drmCollectorSubsystem = "drm" | ||
) | ||
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type drmCollector struct { | ||
fs sysfs.FS | ||
logger log.Logger | ||
CardInfo *prometheus.Desc | ||
GPUBusyPercent *prometheus.Desc | ||
MemoryGTTSize *prometheus.Desc | ||
MemoryGTTUsed *prometheus.Desc | ||
MemoryVisibleVRAMSize *prometheus.Desc | ||
MemoryVisibleVRAMUsed *prometheus.Desc | ||
MemoryVRAMSize *prometheus.Desc | ||
MemoryVRAMUsed *prometheus.Desc | ||
} | ||
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func init() { | ||
registerCollector("drm", defaultDisabled, NewDrmCollector) | ||
} | ||
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// NewDrmCollector returns a new Collector exposing /sys/class/drm/card?/device stats. | ||
func NewDrmCollector(logger log.Logger) (Collector, error) { | ||
fs, err := sysfs.NewFS(*sysPath) | ||
if err != nil { | ||
return nil, fmt.Errorf("failed to open sysfs: %w", err) | ||
} | ||
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return &drmCollector{ | ||
fs: fs, | ||
logger: logger, | ||
CardInfo: prometheus.NewDesc( | ||
prometheus.BuildFQName(namespace, drmCollectorSubsystem, "card_info"), | ||
"Card information", | ||
[]string{"card", "memory_vendor", "power_performance_level", "unique_id", "vendor"}, nil, | ||
), | ||
GPUBusyPercent: prometheus.NewDesc( | ||
prometheus.BuildFQName(namespace, drmCollectorSubsystem, "gpu_busy_percent"), | ||
"How busy the GPU is as a percentage.", | ||
[]string{"card"}, nil, | ||
), | ||
MemoryGTTSize: prometheus.NewDesc( | ||
prometheus.BuildFQName(namespace, drmCollectorSubsystem, "memory_gtt_size_bytes"), | ||
"The size of the graphics translation table (GTT) block in bytes.", | ||
[]string{"card"}, nil, | ||
), | ||
MemoryGTTUsed: prometheus.NewDesc( | ||
prometheus.BuildFQName(namespace, drmCollectorSubsystem, "memory_gtt_used_bytes"), | ||
"The used amount of the graphics translation table (GTT) block in bytes.", | ||
[]string{"card"}, nil, | ||
), | ||
MemoryVisibleVRAMSize: prometheus.NewDesc( | ||
prometheus.BuildFQName(namespace, drmCollectorSubsystem, "memory_vis_vram_size_bytes"), | ||
"The size of visible VRAM in bytes.", | ||
[]string{"card"}, nil, | ||
), | ||
MemoryVisibleVRAMUsed: prometheus.NewDesc( | ||
prometheus.BuildFQName(namespace, drmCollectorSubsystem, "memory_vis_vram_used_bytes"), | ||
"The used amount of visible VRAM in bytes.", | ||
[]string{"card"}, nil, | ||
), | ||
MemoryVRAMSize: prometheus.NewDesc( | ||
prometheus.BuildFQName(namespace, drmCollectorSubsystem, "memory_vram_size_bytes"), | ||
"The size of VRAM in bytes.", | ||
[]string{"card"}, nil, | ||
), | ||
MemoryVRAMUsed: prometheus.NewDesc( | ||
prometheus.BuildFQName(namespace, drmCollectorSubsystem, "memory_vram_used_bytes"), | ||
"The used amount of VRAM in bytes.", | ||
[]string{"card"}, nil, | ||
), | ||
}, nil | ||
} | ||
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func (c *drmCollector) Update(ch chan<- prometheus.Metric) error { | ||
if err := c.updateAMDCards(ch); err != nil { | ||
return err | ||
} | ||
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return nil | ||
} | ||
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func (c *drmCollector) updateAMDCards(ch chan<- prometheus.Metric) error { | ||
vendor := "amd" | ||
stats, err := c.fs.ClassDRMCardAMDGPUStats() | ||
if err != nil { | ||
return err | ||
} | ||
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for _, s := range stats { | ||
ch <- prometheus.MustNewConstMetric( | ||
c.CardInfo, prometheus.GaugeValue, 1, | ||
s.Name, s.MemoryVRAMVendor, s.PowerDPMForcePerformanceLevel, s.UniqueID, vendor) | ||
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ch <- prometheus.MustNewConstMetric( | ||
c.GPUBusyPercent, prometheus.GaugeValue, float64(s.GPUBusyPercent), s.Name) | ||
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ch <- prometheus.MustNewConstMetric( | ||
c.MemoryGTTSize, prometheus.GaugeValue, float64(s.MemoryGTTSize), s.Name) | ||
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ch <- prometheus.MustNewConstMetric( | ||
c.MemoryGTTUsed, prometheus.GaugeValue, float64(s.MemoryGTTUsed), s.Name) | ||
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ch <- prometheus.MustNewConstMetric( | ||
c.MemoryVRAMSize, prometheus.GaugeValue, float64(s.MemoryVRAMSize), s.Name) | ||
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ch <- prometheus.MustNewConstMetric( | ||
c.MemoryVRAMUsed, prometheus.GaugeValue, float64(s.MemoryVRAMUsed), s.Name) | ||
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ch <- prometheus.MustNewConstMetric( | ||
c.MemoryVisibleVRAMSize, prometheus.GaugeValue, float64(s.MemoryVisibleVRAMSize), s.Name) | ||
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ch <- prometheus.MustNewConstMetric( | ||
c.MemoryVisibleVRAMUsed, prometheus.GaugeValue, float64(s.MemoryVisibleVRAMUsed), s.Name) | ||
} | ||
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return nil | ||
} |