use std::collections::HashMap;
use nvml_wrapper::Nvml;
use nvml_wrapper::enum_wrappers::device::{Clock, TemperatureSensor};
use nvml_wrapper::enums::device::UsedGpuMemory;
use nvml_wrapper::{Device, struct_wrappers::device::ProcessInfo as NvmlProcessInfo};
use crate::snapshot::{GpuProcess, GpuStats};
pub struct NvmlCollector {
nvml: Option<Nvml>,
init_error: Option<String>,
last_sample_ts: HashMap<u32, u64>,
process_utilization: bool,
}
impl NvmlCollector {
pub fn new() -> Self {
match Nvml::init() {
Ok(nvml) => Self {
nvml: Some(nvml),
init_error: None,
last_sample_ts: HashMap::new(),
process_utilization: true,
},
Err(err) => Self {
nvml: None,
init_error: Some(err.to_string()),
last_sample_ts: HashMap::new(),
process_utilization: true,
},
}
}
pub fn set_process_utilization(&mut self, enabled: bool) {
self.process_utilization = enabled;
}
pub fn init_error(&self) -> Option<&str> {
self.init_error.as_deref()
}
pub fn collect(&mut self) -> Vec<GpuStats> {
let Some(nvml) = self.nvml.as_ref() else {
return Vec::new();
};
let count = nvml.device_count().unwrap_or(0);
let mut gpus = Vec::with_capacity(count as usize);
for index in 0..count {
let Ok(device) = nvml.device_by_index(index) else {
continue;
};
let last_ts = self.last_sample_ts.get(&index).copied();
let (stats, newest_ts) =
collect_device(index, &device, last_ts, self.process_utilization);
if let Some(ts) = newest_ts {
self.last_sample_ts.insert(index, ts);
}
gpus.push(stats);
}
gpus
}
}
impl Default for NvmlCollector {
fn default() -> Self {
Self::new()
}
}
fn collect_device(
index: u32,
device: &Device<'_>,
last_ts: Option<u64>,
process_utilization: bool,
) -> (GpuStats, Option<u64>) {
let utilization = device.utilization_rates().ok();
let memory = device.memory_info().ok();
let (processes, newest_ts) = collect_processes(device, last_ts, process_utilization);
let stats = GpuStats {
index,
vendor: "NVIDIA".to_owned(),
name: device.name().unwrap_or_else(|_| format!("GPU {index}")),
integrated: false,
utilization_percent: utilization.as_ref().map(|u| u.gpu as f32),
memory_utilization_percent: utilization.as_ref().map(|u| u.memory as f32),
memory_used_bytes: memory.as_ref().map(|m| m.used),
memory_total_bytes: memory.as_ref().map(|m| m.total),
temperature_c: device
.temperature(TemperatureSensor::Gpu)
.ok()
.map(|t| t as f32),
power_w: device.power_usage().ok().map(|mw| mw as f32 / 1000.0),
power_limit_w: device
.enforced_power_limit()
.ok()
.map(|mw| mw as f32 / 1000.0),
fan_percent: device.fan_speed(0).ok().map(|p| p as f32),
clock_mhz: device.clock_info(Clock::Graphics).ok(),
processes,
};
(stats, newest_ts)
}
fn collect_processes(
device: &Device<'_>,
last_ts: Option<u64>,
with_utilization: bool,
) -> (Vec<GpuProcess>, Option<u64>) {
let mut by_pid: HashMap<u32, GpuProcess> = HashMap::new();
let lists = [
device.running_compute_processes(),
device.running_graphics_processes(),
];
for info in lists.into_iter().flat_map(|r| r.unwrap_or_default()) {
let memory = used_memory(&info);
let entry = by_pid.entry(info.pid).or_insert_with(|| GpuProcess {
pid: info.pid,
..Default::default()
});
entry.memory_bytes = entry.memory_bytes.max(memory);
}
let mut newest_ts = last_ts;
if !with_utilization || by_pid.is_empty() {
let mut processes: Vec<GpuProcess> = by_pid.into_values().collect();
processes.sort_unstable_by_key(|p| std::cmp::Reverse(p.memory_bytes));
return (processes, newest_ts);
}
let samples = device
.process_utilization_stats(last_ts)
.unwrap_or_default();
let mut latest: HashMap<u32, (u64, u32)> = HashMap::new();
for sample in samples {
newest_ts = Some(newest_ts.map_or(sample.timestamp, |t| t.max(sample.timestamp)));
let slot = latest.entry(sample.pid).or_insert((0, 0));
if sample.timestamp >= slot.0 {
*slot = (sample.timestamp, sample.sm_util);
}
}
for (pid, (_, sm_util)) in latest {
if let Some(process) = by_pid.get_mut(&pid) {
process.sm_percent = Some(sm_util as f32);
}
}
let mut processes: Vec<GpuProcess> = by_pid.into_values().collect();
processes.sort_unstable_by_key(|p| std::cmp::Reverse(p.memory_bytes));
(processes, newest_ts)
}
fn used_memory(info: &NvmlProcessInfo) -> Option<u64> {
match info.used_gpu_memory {
UsedGpuMemory::Used(bytes) => Some(bytes),
UsedGpuMemory::Unavailable => None,
}
}