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import asyncio
import os
import resource
import socket
import sys
import threading
import time
import traceback
from contextlib import asynccontextmanager
from dataclasses import dataclass
from typing import Callable
from src.lib.tracing.events import TraceEventType, TraceSeverity
from src.lib.tracing.tracker import tracer
@dataclass(frozen=True)
class HealthProbe:
name: str
host: str
port: int
timeout_seconds: float = 1.0
class RuntimeMonitor:
def __init__(
self,
*,
service_name: str,
heartbeat_interval_seconds: float | None = None,
health_interval_seconds: float | None = None,
resource_interval_seconds: float | None = None,
probes: list[HealthProbe] | None = None,
resource_sampler: Callable[[], dict] | None = None,
):
self.service_name = service_name
self.heartbeat_interval_seconds = _interval(
heartbeat_interval_seconds, "TRACE_HEARTBEAT_INTERVAL_SECONDS", 30
)
self.health_interval_seconds = _interval(
health_interval_seconds, "TRACE_HEALTH_INTERVAL_SECONDS", 30
)
self.resource_interval_seconds = _interval(
resource_interval_seconds, "TRACE_RESOURCE_INTERVAL_SECONDS", 30
)
self.probes = default_health_probes() if probes is None else probes
self.resource_sampler = resource_sampler or sample_process_resources
self._stop_event = threading.Event()
self._thread: threading.Thread | None = None
self._hooks_installed = False
def start(self) -> None:
self.install_exception_hooks()
tracer.publish(
TraceEventType.PROCESS,
"process.started",
service=self.service_name,
operation="runtime.start",
metadata=_process_metadata(),
)
if self._thread and self._thread.is_alive():
return
self._thread = threading.Thread(
target=self._run,
name=f"{self.service_name}-runtime-monitor",
daemon=True,
)
self._thread.start()
def stop(self) -> None:
self._stop_event.set()
if self._thread and self._thread.is_alive():
self._thread.join(timeout=2)
tracer.publish(
TraceEventType.PROCESS,
"process.stopped",
service=self.service_name,
operation="runtime.stop",
metadata=_process_metadata(),
)
def install_exception_hooks(self) -> None:
if self._hooks_installed:
return
previous_sys_hook = sys.excepthook
previous_thread_hook = getattr(threading, "excepthook", None)
def sys_hook(exc_type, exc_value, exc_traceback):
self.record_unhandled_exception(exc_value, exc_traceback, "sys.excepthook")
previous_sys_hook(exc_type, exc_value, exc_traceback)
def thread_hook(args):
self.record_unhandled_exception(
args.exc_value,
args.exc_traceback,
f"threading.excepthook:{getattr(args.thread, 'name', 'unknown')}",
)
if previous_thread_hook:
previous_thread_hook(args)
sys.excepthook = sys_hook
if previous_thread_hook:
threading.excepthook = thread_hook
self._hooks_installed = True
def install_asyncio_exception_handler(self, loop: asyncio.AbstractEventLoop) -> None:
previous_handler = loop.get_exception_handler()
def handler(event_loop, context):
exc = context.get("exception")
if exc:
self.record_unhandled_exception(exc, exc.__traceback__, "asyncio")
else:
tracer.error(
"runtime.asyncio.unhandled_error",
service=self.service_name,
operation="asyncio",
severity=TraceSeverity.ERROR,
message=context.get("message"),
metadata={k: str(v) for k, v in context.items() if k != "exception"},
)
if previous_handler:
previous_handler(event_loop, context)
else:
event_loop.default_exception_handler(context)
loop.set_exception_handler(handler)
def record_unhandled_exception(
self,
exc: BaseException,
exc_traceback,
operation: str,
) -> None:
tracer.publish(
TraceEventType.EXCEPTION,
"runtime.unhandled_exception",
service=self.service_name,
operation=operation,
severity=TraceSeverity.CRITICAL,
message=str(exc),
exception=exc,
metadata={
**_process_metadata(),
"traceback": "".join(
traceback.format_exception(type(exc), exc, exc_traceback)
),
},
)
def heartbeat(self) -> None:
tracer.publish(
TraceEventType.HEARTBEAT,
"runtime.heartbeat",
service=self.service_name,
operation="heartbeat",
metadata=_process_metadata(),
)
def sample_resources(self) -> None:
tracer.publish(
TraceEventType.RESOURCE_SAMPLE,
"runtime.resources",
service=self.service_name,
operation="resource_sampler",
metadata=self.resource_sampler(),
)
def check_health(self) -> None:
for probe in self.probes:
started_at = time.perf_counter()
ok = probe_tcp(probe)
duration_ms = (time.perf_counter() - started_at) * 1000
metadata = {
"probe": probe.name,
"host": probe.host,
"port": probe.port,
"ok": ok,
}
if ok:
tracer.publish(
TraceEventType.HEALTH_CHECK,
f"health.{probe.name}",
service=self.service_name,
operation="health_check",
duration_ms=duration_ms,
metadata=metadata,
)
else:
tracer.downtime(
f"health.{probe.name}.down",
duration_ms,
service=self.service_name,
operation="health_check",
metadata=metadata,
)
def _run(self) -> None:
last_heartbeat = last_health = last_resource = 0.0
while not self._stop_event.is_set():
now = time.monotonic()
if _due(now, last_heartbeat, self.heartbeat_interval_seconds):
self.heartbeat()
last_heartbeat = now
if _due(now, last_health, self.health_interval_seconds):
self.check_health()
last_health = now
if _due(now, last_resource, self.resource_interval_seconds):
self.sample_resources()
last_resource = now
self._stop_event.wait(1)
_monitors: dict[str, RuntimeMonitor] = {}
def start_runtime_monitoring(service_name: str, **kwargs) -> RuntimeMonitor:
monitor = _monitors.get(service_name)
if monitor is None:
monitor = RuntimeMonitor(service_name=service_name, **kwargs)
_monitors[service_name] = monitor
atexit.register(monitor.stop)
monitor.start()
return monitor
def stop_runtime_monitoring(service_name: str) -> None:
monitor = _monitors.get(service_name)
if monitor:
monitor.stop()
def runtime_tracing_lifespan(service_name: str, nested_lifespan=None):
@asynccontextmanager
async def lifespan(app):
start_runtime_monitoring(service_name)
if nested_lifespan is None:
try:
yield
finally:
stop_runtime_monitoring(service_name)
return
async with nested_lifespan(app):
try:
yield
finally:
stop_runtime_monitoring(service_name)
return lifespan
def default_health_probes() -> list[HealthProbe]:
from src.config import config
active = {"redis": ("REDIS_HOST", "REDIS_PORT", "localhost", 6379)}
if config.data_db == "postgresql" or config.vector_db == "postgresql" or config.graph_db == "networkx":
active["postgresql"] = ("POSTGRES_HOST", "POSTGRES_PORT", "localhost", 5432)
if config.data_db == "mongo":
from urllib.parse import urlparse
parsed = urlparse(os.getenv("MONGO_CONNECTION_STRING", "mongodb://localhost:27017"))
active["mongo"] = ("MONGO_HOST", "MONGO_PORT", parsed.hostname or "localhost", parsed.port or 27017)
if config.graph_db == "neo4j":
active["neo4j"] = ("NEO4J_HOST", "NEO4J_PORT", "localhost", 7687)
if config.vector_db == "milvus":
active["milvus"] = ("MILVUS_HOST", "MILVUS_PORT", "localhost", 19530)
if os.getenv("CELERY_BACKEND", "rabbitmq") == "rabbitmq":
active["rabbitmq"] = ("RABBITMQ_HOST", "RABBITMQ_PORT", "localhost", 5672)
if "ollama" in {config.embeddings_provider, config.llm_small_provider, config.llm_large_provider}:
active["ollama"] = ("OLLAMA_HOST", "OLLAMA_PORT", "localhost", 11434)
return [HealthProbe(name=name, host=os.getenv(host, fallback_host),
port=int(os.getenv(port, str(fallback_port))),
timeout_seconds=float(os.getenv("TRACE_HEALTH_TIMEOUT_SECONDS", "1")))
for name, (host, port, fallback_host, fallback_port) in active.items()]
def probe_tcp(probe: HealthProbe) -> bool:
try:
with socket.create_connection(
(probe.host, probe.port), timeout=probe.timeout_seconds
):
return True
except OSError:
return False
def sample_process_resources() -> dict:
usage = resource.getrusage(resource.RUSAGE_SELF)
return {
**_process_metadata(),
"rss_kb": usage.ru_maxrss,
"user_cpu_seconds": usage.ru_utime,
"system_cpu_seconds": usage.ru_stime,
"threads": threading.active_count(),
"load_avg": os.getloadavg() if hasattr(os, "getloadavg") else None,
**_proc_status(),
}
def _proc_status() -> dict:
status_path = "/proc/self/status"
if not os.path.exists(status_path):
return {}
keys = {
"VmRSS": "vm_rss",
"VmSize": "vm_size",
"Threads": "proc_threads",
}
values = {}
try:
with open(status_path, encoding="utf-8") as status_file:
for line in status_file:
key, _, value = line.partition(":")
if key in keys:
values[keys[key]] = value.strip()
except OSError:
return {}
return values
def _process_metadata() -> dict:
return {
"pid": os.getpid(),
"process": os.path.basename(sys.argv[0] or "python"),
}
def _interval(value: float | None, env_name: str, default: float) -> float:
return value if value is not None else float(os.getenv(env_name, str(default)))
def _due(now: float, last: float, interval: float) -> bool:
return interval >= 0 and now - last >= interval
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