optimize frame-per-second calculations (#6887)

* optimize frame-per-second calculations

FPS is never calculated over differing periods for even given
counter. By only storing timestamps within the period that is
used, we avoid having to iterate 1000 entries every time it's
re-calculated (multiple times per second). 1000 entries would
normally only be needed if something is running at 100fps. A
more common speed - anywhere from 5 to 30fps, only needs 50
to 300 entries.

This isn't a huge improvement in the grand scheme, but when motion
detection is disabled, it takes nearly as much time in a flamegraph
as actually transferring the video frame.

* fix python checks

frigate/util.py

@@ -650,34 +650,42 @@ def restart_frigate():
 
 
 class EventsPerSecond:
-    def __init__(self, max_events=1000):
+    def __init__(self, max_events=1000, last_n_seconds=10):
         self._start = None
         self._max_events = max_events
+        self._last_n_seconds = last_n_seconds
         self._timestamps = []
 
     def start(self):
         self._start = datetime.datetime.now().timestamp()
 
     def update(self):
+        now = datetime.datetime.now().timestamp()
         if self._start is None:
-            self.start()
-        self._timestamps.append(datetime.datetime.now().timestamp())
+            self._start = now
+        self._timestamps.append(now)
         # truncate the list when it goes 100 over the max_size
         if len(self._timestamps) > self._max_events + 100:
             self._timestamps = self._timestamps[(1 - self._max_events) :]
+        self.expire_timestamps(now)
 
-    def eps(self, last_n_seconds=10):
-        if self._start is None:
-            self.start()
-        # compute the (approximate) events in the last n seconds
+    def eps(self):
         now = datetime.datetime.now().timestamp()
-        seconds = min(now - self._start, last_n_seconds)
+        if self._start is None:
+            self._start = now
+        # compute the (approximate) events in the last n seconds
+        self.expire_timestamps(now)
+        seconds = min(now - self._start, self._last_n_seconds)
         # avoid divide by zero
         if seconds == 0:
             seconds = 1
-        return (
-            len([t for t in self._timestamps if t > (now - last_n_seconds)]) / seconds
-        )
+        return len(self._timestamps) / seconds
+
+    # remove aged out timestamps
+    def expire_timestamps(self, now):
+        threshold = now - self._last_n_seconds
+        while self._timestamps and self._timestamps[0] < threshold:
+            del self._timestamps[0]
 
 
 def print_stack(sig, frame):