[Auto Sync] Update collector.py, startup_func_log_and_timer... (20250910) (#10242)

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: cctry <shiyang@x.ai>

python/sglang/srt/metrics/startup_func_log_and_timer.py

+"""
+Records startup latency breakdown by context using gauge metrics in seconds
+"""
+
+import logging
+import time
+from contextlib import contextmanager
+from functools import wraps
+from typing import Any, Callable, Dict, Generator, Optional
+
+logger = logging.getLogger(__name__)
+
+enable_startup_metrics = False
+STARTUP_LATENCY_SECONDS = None
+# Track maximum durations for each context
+_max_durations: Dict[str, float] = {}
+
+
+def enable_startup_timer():
+    """Initialize startup latency metrics when metrics are enabled"""
+    # We need to import prometheus_client after setting the env variable `PROMETHEUS_MULTIPROC_DIR`
+    from prometheus_client import Gauge
+
+    global enable_startup_metrics, STARTUP_LATENCY_SECONDS
+    enable_startup_metrics = True
+
+    STARTUP_LATENCY_SECONDS = Gauge(
+        "sglang:startup_latency_breakdown_seconds_max",
+        "Startup latency breakdown in seconds by context, only records the maximum duration if the context is called multiple times.",
+        labelnames=["context"],
+        multiprocess_mode="mostrecent",
+    )
+
+
+def set_startup_metric(context: str, value: float, should_log: bool = True):
+    """Set the startup metric for a given context"""
+    if should_log:
+        logger.info(f"Setting startup metric: {context} took {value:.3f}s")
+
+    if not enable_startup_metrics:
+        return
+    current_max = _max_durations.get(context, 0.0)
+    if value > current_max:
+        _max_durations[context] = value
+        STARTUP_LATENCY_SECONDS.labels(context=context).set(value)
+
+
+def reset_startup_timers():
+    """Reset all recorded maximum durations. Useful for testing or reinitialization."""
+    global _max_durations
+    _max_durations.clear()
+
+
+def get_max_duration(context: str) -> Optional[float]:
+    """Get the maximum recorded duration for a context name."""
+    return _max_durations.get(context)
+
+
+@contextmanager
+def startup_timer(name: str, log_only: bool = False) -> Generator[None, None, None]:
+    """
+    Context manager to measure startup latency for arbitrary code blocks.
+    Only records the maximum duration if the context is called multiple times.
+
+    Usage:
+        with startup_timer("model_loading"):
+            # model loading code
+            model = load_model()
+
+        with startup_timer("memory_allocation"):
+            # memory setup code
+            allocate_memory()
+    """
+    start_time = time.monotonic()
+    try:
+        yield
+    finally:
+        duration_seconds = time.monotonic() - start_time
+
+        # Track the maximum duration for this context name
+        current_max = _max_durations.get(name, 0.0)
+        is_new_max = duration_seconds > current_max
+
+        if is_new_max:
+            _max_durations[name] = duration_seconds
+
+            # Only update Prometheus gauge if this is a new maximum
+            if enable_startup_metrics and not log_only:
+                STARTUP_LATENCY_SECONDS.labels(context=name).set(duration_seconds)
+
+        # Log with indication if this was a new max
+        logger.info(f"Startup timing: {name} took {duration_seconds:.3f}s")
+
+
+def time_startup_latency(
+    func: Callable = None, name: Optional[str] = None, log_only: bool = False
+) -> Callable[..., Any]:
+    """
+    A decorator to measure startup context latency and record it in seconds.
+    Only records the maximum duration if the context is called multiple times.
+
+    Usage:
+        @time_startup_latency
+        def load_model():
+            # model loading code
+
+        @time_startup_latency(name="custom_init")
+        def initialize_something():
+            # initialization code
+
+        @time_startup_latency(name="debug_only", log_only=True)
+        def debug_function():
+            # This will only log, not record to Prometheus
+    """
+
+    def measure(func: Callable[..., Any]) -> Callable[..., Any]:
+        nonlocal name
+        name = name or func.__name__
+
+        @wraps(func)
+        def wrapper(*args, **kwargs):
+            start_time = time.monotonic()
+            try:
+                result = func(*args, **kwargs)
+                return result
+            finally:
+                duration_seconds = time.monotonic() - start_time
+
+                # Track the maximum duration for this context name
+                current_max = _max_durations.get(name, 0.0)
+                is_new_max = duration_seconds > current_max
+
+                if is_new_max:
+                    _max_durations[name] = duration_seconds
+
+                    # Only update Prometheus gauge if this is a new maximum
+                    if enable_startup_metrics and not log_only:
+                        STARTUP_LATENCY_SECONDS.labels(context=name).set(
+                            duration_seconds
+                        )
+
+                # Log the timing
+                logger.info(f"Startup timing: {name} took {duration_seconds:.3f}s")
+
+        return wrapper
+
+    if func:
+        return measure(func)
+    else:
+        return measure