Module livekit.agents.utils.hw.cpu
Functions
def get_cpu_monitor() ‑> CPUMonitor
Classes
class CGroupV2CPUMonitor
-
Helper class that provides a standard way to create an ABC using inheritance.
Expand source code
class CGroupV2CPUMonitor(CPUMonitor): def cpu_count(self) -> float: # quota: The maximum CPU time in microseconds that the cgroup can use within a given period. # period: The period of time in microseconds over which the quota applies. # If the quota is set to "max", it means the cgroup is allowed to use all available CPUs without restriction. # Otherwise, the quota is a number that represents the maximum CPU time in microseconds that the cgroup can use within a given period. quota, period = self._read_cpu_max() if quota == "max": return os.cpu_count() or 1 return 1.0 * int(quota) / period def cpu_percent(self, interval: float = 0.5) -> float: cpu_usage_start = self._read_cpu_usage() time.sleep(interval) cpu_usage_end = self._read_cpu_usage() cpu_usage_diff = cpu_usage_end - cpu_usage_start # Convert microseconds to seconds cpu_usage_seconds = cpu_usage_diff / 1_000_000 # Get the number of CPUs available to the container num_cpus = self.cpu_count() # Calculate the percentage cpu_usage_percent = cpu_usage_seconds / (interval * num_cpus) return min(cpu_usage_percent, 1) def _read_cpu_max(self) -> tuple[str, int]: try: with open("/sys/fs/cgroup/cpu.max", "r") as f: data = f.read().strip().split() quota = data[0] period = int(data[1]) except FileNotFoundError: quota = "max" period = 100000 return quota, period def _read_cpu_usage(self) -> int: with open("/sys/fs/cgroup/cpu.stat", "r") as f: for line in f: if line.startswith("usage_usec"): return int(line.split()[1]) raise RuntimeError("Failed to read CPU usage")
Ancestors
- CPUMonitor
- abc.ABC
Inherited members
class CPUMonitor
-
Helper class that provides a standard way to create an ABC using inheritance.
Expand source code
class CPUMonitor(ABC): @abstractmethod def cpu_count(self) -> float: """Number of logical CPUs. Returns a float to allow for fractional CPUs (in the case of cgroups).""" pass @abstractmethod def cpu_percent(self, interval: float = 0.5) -> float: """CPU usage percentage between 0 and 1""" pass
Ancestors
- abc.ABC
Subclasses
Methods
def cpu_count(self) ‑> float
-
Number of logical CPUs.
Returns a float to allow for fractional CPUs (in the case of cgroups).
def cpu_percent(self, interval: float = 0.5) ‑> float
-
CPU usage percentage between 0 and 1
class DefaultCPUMonitor
-
Helper class that provides a standard way to create an ABC using inheritance.
Expand source code
class DefaultCPUMonitor(CPUMonitor): def cpu_count(self) -> float: return psutil.cpu_count() or 1.0 def cpu_percent(self, interval: float = 0.5) -> float: return psutil.cpu_percent(interval) / 100.0
Ancestors
- CPUMonitor
- abc.ABC
Inherited members