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l-nmch
2025-11-10 23:24:42 +01:00
commit 46be4bb4b1
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gpus/nvidia.py Normal file
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import subprocess
import csv
import logging
def safe_float(value):
try:
return float(value)
except Exception:
return None
def extract_nvidia_gpu_info():
query_fields = [
"index", "uuid", "name", "temperature.gpu", "utilization.gpu",
"utilization.memory", "pstate", "memory.total", "memory.used",
"fan.speed", "power.draw", "clocks.current.graphics", "clocks.current.memory",
"pci.bus_id"
]
cmd = [
"/usr/bin/nvidia-smi",
f"--query-gpu={','.join(query_fields)}",
"--format=csv,noheader,nounits"
]
try:
output = subprocess.check_output(cmd, encoding="utf-8")
except Exception as e:
logging.error(f"Error running nvidia-smi: {e}")
return []
reader = csv.reader(output.strip().split("\n"))
gpu_list = []
for row in reader:
values = dict(zip(query_fields, row))
mem_total = safe_float(values["memory.total"])
mem_used = safe_float(values["memory.used"])
mem_util = (mem_used / mem_total * 100) if mem_used and mem_total else None
gpu_info = {
"vendor": "nvidia",
"gpu_id": f'gpu{values["index"]}',
"uuid": values["uuid"],
"name": values["name"],
"pci_bus": values["pci.bus_id"],
"gpu_temp_c": safe_float(values["temperature.gpu"]),
"fan_speed_percent": safe_float(values["fan.speed"]),
"power_w": safe_float(values["power.draw"]),
"gpu_clock_mhz": safe_float(values["clocks.current.graphics"]),
"mem_clock_mhz": safe_float(values["clocks.current.memory"]),
"gpu_util_percent": safe_float(values["utilization.gpu"]),
"mem_util_percent": mem_util,
"memory_used_mib": mem_used,
"memory_total_mib": mem_total,
}
gpu_list.append(gpu_info)
return gpu_list
def extract_nvidia_processes():
try:
output = subprocess.check_output([
"/usr/bin/nvidia-smi", "--query-compute-apps=pid,process_name,used_gpu_memory,gpu_uuid",
"--format=csv,noheader,nounits"
], encoding="utf-8")
except Exception as e:
logging.error(f"Error fetching NVIDIA processes: {e}")
return []
processes = []
for line in output.strip().splitlines():
parts = [p.strip() for p in line.split(",")]
if len(parts) != 4:
continue
pid, name, mem, uuid = parts
processes.append({
"vendor": "nvidia",
"pid": int(pid),
"name": name,
"gpu_id": uuid,
"gpu_name": "N/A", # Optionally map UUID to name
"used_memory_mib": float(mem),
"gpu_util_percent": 0 # NVIDIA does not expose per-process utilization directly
})
return processes