Definitely read dewitter's article found in the module comments. It will help you decide if this clock-controller class is right for your program. It also gives a good explanation of the intent and mechanics of interpolation/prediction provided by this solution.
This clock provides a fixed timestep, i.e. a constant DT. It is a design choice that resolves nasty issues that arise out of variable timing. See the fix-your-timestep article in the comments for a discussion.
Because the wiki mangles parts of the code (e.g. less than, greater than, and other symbols) it is also hosted here for convenience.
#!/usr/bin/env python # This file is part of GameClock. # # GameClock is free software: you can redistribute it and/or modify it # under the terms of the GNU Lesser General Public License as published # by the Free Software Foundation, either version 3 of the License, or # (at your option) any later version. # # GameClock is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU Lesser General Public License for more details. # # You should have received a copy of the GNU Lesser General Public # License along with GameClock. If not, see /www.gnu.org/licenses/>. # Compatible: Python 2.7, Python 3.2 """gameclock.py - Game clock for Gummworld2. GameClock is a fixed time-step clock that keeps time in terms of game time. It will attempt to keep game time close to real time, so if an interval takes one second of game time then the user experiences one second of real time. In the worst case where the CPU cannot keep up with the game load, game time will subjectively take longer but still remain accurate enough to keep game elements in synchronization. GameClock manages time in the following ways: 1. Register special callback functions that will be run when they are due. 2. Schedule game logic updates at a constant speed, independent of frame rate. 3. Schedule frames at capped frames-per-second, or uncapped. 4. Invoke a pre-emptive pause callback when paused. 5. Schedule miscellaneous items at user-configurable intervals. 6. Optionally sleep between schedules to conserve CPU cycles. 7. Gracefully handle corner cases. Note the Python Library docs mention that not all computer platforms' time functions return time in fractions of a second. This module will not work on such platforms. USAGE Callback: clock = GameClock( update_callback=update_world, frame_callback=draw_scene, pause_callback=pause_game) while 1: clock.tick() Special callbacks can be directly set and cleared at any time: clock.update_callback = my_new_update clock.frame_callback = my_new_draw clock.pause_callback = my_new_pause clock.update_callback = None clock.frame_callback = None clock.pause_callback = None Scheduling miscellanous callbacks: def every_second_of_every_day(dt): "..." clock.schedule_interval(every_second_of_every_day, 1.0) Callbacks can be any kind of callable that accepts the callback signature. The update_callback receives a single DT argument, which is the time-step in seconds since the last update. The frame_callback receives a single INTERPOLATION argument, which is the fractional position in time of the frame within the current update time- step. It is a float in the range 0.0 to 1.0. The pause_callback receives no arguments. User-defined interval callbacks accept at least a DT argument, which is the scheduled item's interval, and optional user-defined arguments. See GameClock.schedule_interval. DEPRECATIONS Old Style Game Loop Use of the old style game loop is deprecated. Don't do this anymore: if clock.update_ready: update(clock.dt_update) if clock.frame_ready: draw(clock.interpolate) The old style game loop will work on sufficiently fast hardware. Timekeeping will break on slow hardware that cannot keep up with a heavy workload. This is because the old style ignores the cost of the frame routine. By using callbacks instead, cost is factored into the frame scheduling and overloading the CPU has fewer negative side effects. The update_ready and frame_ready public attributes have been removed. CREDITS The inspiration for this module came from Koen Witters's superb article "deWiTTERS Game Loop", aka "Constant Game Speed independent of Variable FPS" at http://www.koonsolo.com/news/dewitters-gameloop/. The clock was changed to use a fixed time-step after many discussions with DR0ID, and a few readings of http://gafferongames.com/game-physics/fix-your-timestep/. Thanks to Koen Witters, DR0ID, and Glenn Fiedler for sharing. Pythonated by Gummbum. While the builtin demo requires pygame, the module does not. The GameClock class is purely Python and should be compatible with other Python-based multi-media and game development libraries. """ __version__ = '$Id: gameclock.py 428 2013-08-28 05:43:47Z firstname.lastname@example.org $' __author__ = 'Gummbum, (c) 2011-2014' import functools import time class _IntervalItem(object): """An interval item runs after an elapsed interval.""" # __slots__ = ['func', 'interval', 'lasttime', 'life', 'args', 'id'] id = 0 def __init__(self, func, interval, curtime, life, args): self.func = func self.interval = float(interval) self.lasttime = curtime self.life = life self.args = args self.id = _IntervalItem.id _IntervalItem.id += 1 class GameClock(object): def __init__(self, max_ups=30, max_fps=0, use_wait=False, time_source=time.time, update_callback=None, frame_callback=None, paused_callback=None): # Configurables. self.get_ticks = time_source self.max_ups = max_ups self.max_fps = max_fps self.use_wait = use_wait self.update_callback = update_callback self.frame_callback = frame_callback self.paused_callback = paused_callback # Time keeping. TIME = self.get_ticks() self._real_time = TIME self._game_time = TIME self._last_update = TIME self._last_update_real = TIME self._next_update = TIME self._last_frame = TIME self._next_frame = TIME self._next_second = TIME self._update_ready = False self._frame_ready = False self._paused = 0 # Schedules self._need_sort = False self._schedules =  self._unschedules =  # Metrics: update and frame progress counter in the current one-second # interval. self.num_updates = 0 self.num_frames = 0 # Metrics: duration in seconds of the previous update and frame. self.dt_update = 0.0 self.dt_frame = 0.0 # Metrics: how much real time a callback consumes self.cost_of_update = 0.0 self.cost_of_frame = 0.0 # Metrics: average updates and frames per second over the last five # seconds. self.ups = 0.0 self.fps = 0.0 @property def max_ups(self): return self._max_ups @max_ups.setter def max_ups(self, val): self._max_ups = val self._update_interval = 1.0 / val @property def max_fps(self): return self._max_fps @max_fps.setter def max_fps(self, val): self._max_fps = val self._frame_interval = 1.0 / val if val>0 else 0 @property def game_time(self): """Virtual elapsed time in game milliseconds. """ return self._game_time @property def paused(self): """The real time at which the clock was paused, or zero if the clock is not paused. """ return self._paused @property def interpolate(self): interp = (self._real_time - self._last_update_real) / self._update_interval if interp < 0.0: return 0.0 if interp > 1.0: return 1.0 return interp def tick(self): # Now. real_time = self.get_ticks() self._real_time = real_time # Pre-emptive pause callback. if self._paused: if self.paused_callback: self.paused_callback() return # Check if update and frame are due. update_interval = self._update_interval game_time = self._game_time if real_time >= self._next_update: self.dt_update = update_interval # fixed timestep: good self._last_update_real = real_time game_time += update_interval self._game_time = game_time self._last_update = game_time self._next_update = real_time + update_interval self.num_updates += 1 if self.update_callback: self._update_ready = True if real_time - self._last_frame >= self._update_interval or ( real_time + self.cost_of_frame < self._next_update and real_time >= self._next_frame): self.dt_frame = real_time - self._last_frame self._last_frame = real_time self._next_frame = real_time + self._frame_interval self.num_frames += 1 if self.frame_callback: self._frame_ready = True # Check if a schedule is due, and when. sched_ready = False sched_due = 0 if self._schedules: sched = self._schedules sched_due = sched.lasttime + sched.interval if real_time >= sched_due: sched_ready = True # Run schedules if any are due. if self._update_ready or sched_ready: self._run_schedules() # Run the frame callback (moved inline to reduce function calls). if self.frame_callback and self._frame_ready: get_ticks = self.get_ticks t = get_ticks() self.frame_callback(self.interpolate) self.cost_of_frame = get_ticks() - t self._frame_ready = False # Flip metrics counters every second. if real_time >= self._next_second: self._flip(real_time) # Sleep to save CPU. if self.use_wait: upcoming_events = [ self._next_frame, self._next_update, self._next_second, ] if sched_due != 0: upcoming_events.append(sched_due) next_due = functools.reduce(min, upcoming_events) t = self.get_ticks() time_to_sleep = next_due - t if time_to_sleep >= 0.002: time.sleep(time_to_sleep) def pause(self): """Pause the clock so that time does not elapse. While the clock is paused, no schedules will fire and tick() returns immediately without progressing internal counters. Game loops that completely rely on the clock will need to take over timekeeping and handling events; otherwise, the game will appear to deadlock. There are many ways to solve this scenario. For instance, another clock can be created and used temporarily, and the original swapped back in and resumed when needed. """ self._paused = self.get_ticks() def resume(self): """Resume the clock from the point that it was paused.""" real_time = self.get_ticks() paused = self._paused for item in self._schedules: dt = paused - item.lasttime item.lasttime = real_time - dt self._last_update_real = real_time - (paused - self._last_update_real) self._paused = 0 self._real_time = real_time def schedule_interval(self, func, interval, life=0, args=): """Schedule an item to be called back each time an interval elapses. While the clock is paused time does not pass. Parameters: func -> The callback function. interval -> The time in seconds (float) between calls. life -> The number of times the callback will fire, after which the schedule will be removed. If the value 0 is specified, the event will persist until manually unscheduled. args -> A list that will be passed to the callback as an unpacked sequence, like so: item.func(*[item.interval]+item.args). """ # self.unschedule(func) item = _IntervalItem( func, interval, self.get_ticks(), life, [interval]+list(args)) self._schedules.append(item) self._need_sort = True return item.id def unschedule(self, func): """Unschedule managed functions. All matching items are removed.""" sched = self._schedules for item in list(sched): if item.func == func: sched.remove(item) def unschedule_by_id(self, id): """Unschedule a single managed function by the unique ID that is returned by schedule_interval(). """ sched = self._schedules for item in list(sched): if item.id == id: sched.remove(item) @staticmethod def _interval_item_sort_key(item): return item.lasttime + item.interval def _run_schedules(self): get_ticks = self.get_ticks # Run the update callback. if self.update_callback and self._update_ready: t = get_ticks() self.update_callback(self.dt_update) self.cost_of_update = get_ticks() - t self._update_ready = False # Run the interval callbacks. if self._need_sort: self._schedules.sort(key=self._interval_item_sort_key) self._need_sort = False real_time = self._real_time for sched in self._schedules: interval = sched.interval due = sched.lasttime + interval if real_time >= due: sched.func(*sched.args) sched.lasttime += interval need_sort = True if sched.life > 0: if sched.life == 1: self._unschedules.append(sched.id) need_sort = False else: sched.life -= 1 if need_sort: self._need_sort = True else: break if self._unschedules: for id in self._unschedules: self.unschedule_by_id(id) del self._unschedules[:] def _flip(self, real_time): self.ups = self.num_updates self.fps = self.num_frames self.num_updates = 0 self.num_frames = 0 self._last_second = real_time self._next_second += 1.0
Demo code showing a simple usage of the various aspects of GameClock class.
from gameclock import GameClock """ USAGE TIPS When first trying this demo follow these steps. These tips assume the stock (unmodified) settings are used. 1. Initially the game uses a Pygame clock loop, unthrottled. Use this mode to compare the maximum frame rate between this mode and the GameClock loop. Press the M key to toggle frame rate throttling. 2. Press the M key to throttle Pygame to 30 FPS. This is the typical method employed in Pygame to fix the rate of game ticks. 3. Press the L key to swith to GameClock loop. Note the UPS (updates per second) are 30, as with the Pygame clock. The frame rate should be much higher, and the motion of the balls should be smoother. 4. Press the Tab key to cycle GameClock to the next settings, which throttle the frame rate at 120 per second. Switch between Pygame and GameClock with the L key and compare the smoothness of the motion. 5. In GameClock mode with a CPU meter running press the W key to toggle Wait (GameClock uses time.wait()) and watch the effect on CPU usage. 6. Press the Tab key to watch how smoothness of motion is affected when the GameClock frame rate is throttled to 60 FPS, and again at 30. Note that at 30 FPS there is no apparent difference between GameClock and Pygame. 7. Press the Tab key again to view GameClock throttled to 6 UPS. Ball class implements two kinds of interpolation: motion, and screen edge collision. Use the P key to toggle screen edge prediction. Note that when Predict is on the balls behave well when colliding with screen edges. When Predict is off predict() assumes it will never change course, and update() snaps it back from the predicted position. The effect is visually jarring, and is visible even at higher frame rates. 8. Pressing K toggles whether collisions kill balls. It does not toggle collision detection. There is no appreciable difference here between Pygame and GameClock. 9. Pressing B creates 25 more balls. 10. There are a couple gotchas with GameClock that have been called out in code comments. See update_gameclock(). ABOUT THE DEMO This demo sends a ball careening about the window. It is probably not the best usage for the GameClock class, but it provides a good basis for demonstrating linear motion prediction, and salving an eyesore with some judicious collision prediction. You could certainly use the GameClock simply as a timer and FPS throttle, but that only scratches the surface. With an implementation like this demo you're deciding you want to update some visual aspects of the game as often as possible, while time passes at a slower, constant rate for the game mechanics. This is done by separating the game mechanics routine from the display routine and calling them on independent cycles. If the game mechanics are comparatively more costly in computing power, there is potentially a lot of benefit in choosing to update the mechanics at a much lower rate than updating frames for display. Of course, in order to update the display meaningfully you need to modify it. Otherwise you're seeing the same image posted repeatedly. But if the display changes are waiting on game mechanics to post, you can only update the display as fast as you can compute the entire world. This is where prediction fits in: updating the display in advance of the game mechanics. The design problem is what do you predict? First, it should make a positive difference in the user experience. Second, the more you add to your display computation the lower your frame rate. There are two kinds of prediction Ball can use: motion and collision. Once we start predicting the motion we notice that when the ball collides with the screen edge the rebound jars the eye. This is because simple motion prediction assumes there will be no course changes and overshoots the edge. In most cases the prediction is right, but in edge collision it is wrong, and the next update snaps it back from the predicted position. If this were invisible it wouldn't be a problem. Rather it is quite annoying. The problem can be solved by predicting collisions, making update() and predict() adjust their calculations by the interpolation value at the time the collision occurred. And we see the ill effect is resolved when we turn on screen-edge collision prediction (enabling with the P key). A notable distinction is there are two collision conditions that change the ball's behavior: collision with the screen edges and collision with another ball. The distinction is that predicting screen edge collision makes a visible difference. By contrast, when two balls collide it does not visually matter whether they react immediately or there is a delay, even at a very low 6 updates-per- second. Therefore, the potentially expensive ball-vs-ball collision detection can be done less frequently. Of course, if you're shooting very fast bullets it would matter, but that doesn't apply to our demo. Ultimately the choice of what to predict and what to defer is a project decision. Hopefully this explanation has illuminated the reasoning used in designing the demo's prediction capabilities and has shown that if done intelligently, such tricks can add virtual performance to your application. THE INTERFACE Input keys: L -> Loop; Toggle between Pygame and GameClock timed loops. Tab:[TicksPerSecond MaxFPS] -> Cycle through the GameClock settings. K -> Kill; Toggle whether collisions kill balls. M -> MaxFPS; Toggle Pygame clock's MaxFPS throttle. P -> Predict; Toggle whether the ball uses its GameClock predictive algorithm. W -> Wait; Toggle whether GameClock uses time.sleep(). B -> Balls; Make 25 more balls. The title bar displays the runtime settings and stats. If the stats are chopped off you can increase the window width in main(). Stats: Runtime:[FPS=%d UPS=%d] -> The number of frames and updates that occurred during the previous second. """ import random import pygame from pygame.locals import ( Color, QUIT, KEYDOWN, K_ESCAPE, K_TAB, K_1, K_b, K_k, K_l, K_m, K_p, K_w, ) # GameClock control. TICKS_PER_SECOND = 30.0 MAX_FRAME_SKIP = 5.0 # Ball control. MAX_BALL_SPEED = 240.0 # pixels per second INIT_BALLS = 100 # initial number of balls ## Note to tweakers: Try adjusting these GameClock settings before adjusting ## the fundamental ones above. SETTINGS = ( # TicksPerSecond MaxFPS (TICKS_PER_SECOND, 0), # unlimited FPS (TICKS_PER_SECOND, MAX_BALL_SPEED / 2), # max FPS is half ball speed (TICKS_PER_SECOND, TICKS_PER_SECOND * 2), # max FPS is double TPS (TICKS_PER_SECOND, TICKS_PER_SECOND), # max FPS is TPS (TICKS_PER_SECOND / 5, 0), # TPS is 6; unlimited FPS ) # Use Pygame clock, or GameClock. USE_PYGAME_CLOCK = True PYGAME_FPS = 0 # Ball uses prediction? Enable this to see how combining interpolation and # prediction can smooth frames between updates, and solve visual artifacts. USE_PREDICTION = True # Balls are killed when they collide. DO_KILL = False # Appearance. BGCOLOR = Color(175,125,125) ## NO MORE CONFIGURABLES. # Game objects. elapsed = 0 game_ticks = 0 pygame_clock = None clock = None screen = None screen_rect = None eraser_image = None sprite_group = None def logger(*args): if logging: print ' '.join([str(a) for a in args]) logging = True class Ball(pygame.sprite.Sprite): size = (40, 40) def __init__(self): pygame.sprite.Sprite.__init__(self) self.image = pygame.surface.Surface(self.size) self.rect = self.image.get_rect() self._detail_block(self.image, Color('red'), self.rect) w, h = screen_rect.size self.x = float(random.randrange(self.size, w - self.size)) self.y = float(random.randrange(self.size, h - self.size)) self.rect.center = round(self.x), round(self.y) self.dx = random.choice([-1, 1]) self.dy = random.choice([-1, 1]) # Speed is pixels per second. self.speed = MAX_BALL_SPEED ## These prorate the speed step made in update() by remembering the ## interpolation value when a screen edge collision occurs. This ## removes all occurrence of twitchy rebounds. self.predictive_rebound_x = 0.0 self.predictive_rebound_y = 0.0 def _dim(self, color, frac): c = Color(*color) c.r = int(round(c.r * frac)) c.g = int(round(c.g * frac)) c.b = int(round(c.b * frac)) return c def _detail_block(self, image, color, rect): image.fill(self._dim(color, 0.6)) tl, tr = (0, 0), (rect.width - 1, 0) bl, br = (0, rect.height - 1), (rect.width - 1, rect.height - 1) pygame.draw.lines(image, color, False, (bl, tl, tr)) pygame.draw.lines(image, self._dim(color, 0.3), False, (tr, br, bl)) def update(self, *args): """Call once per tick to update state.""" ## If prediction is enabled then predict() handles rebounds. use_prediction = list(args).pop(0) if not use_prediction: self._rebound(0.0) ## Speed step needs to be adjusted by the value of interpolation ## at the time the ball collided with an edge (predictive_rebound_*). self.x += self.dx * self.speed / TICKS_PER_SECOND * (1 - self.predictive_rebound_x) self.y += self.dy * self.speed / TICKS_PER_SECOND * (1 - self.predictive_rebound_y) self.predictive_rebound_x, self.predictive_rebound_y = 0.0, 0.0 self.rect.center = round(self.x), round(self.y) def predict(self, interpolation, use_prediction): """Call as often as you like. Hitting the edge is predicted, and the ball's direction is changed appropriately.""" ## If prediction is not enabled then update() handles rebounds. if use_prediction: self._rebound(interpolation) ## Interpolation needs to be adjusted by the value of interpolation ## at the time the ball collided with an edge (predictive_rebound_*). x = self.x + self.dx * self.speed / TICKS_PER_SECOND * (interpolation - self.predictive_rebound_x) y = self.y + self.dy * self.speed / TICKS_PER_SECOND * (interpolation - self.predictive_rebound_y) self.rect.center = round(x), round(y) def _rebound(self, interpolation): ## 1. Handle screen edge collisions. ## 2. Update the prediction_rebound_* adjusters. r = self.rect if r.left < screen_rect.left: r.left = screen_rect.left self.x = float(r.centerx) self.dx = -self.dx self.predictive_rebound_x = interpolation elif r.right >= screen_rect.right: r.right = screen_rect.right - 1 self.x = float(r.centerx) self.dx = -self.dx self.predictive_rebound_x = interpolation if r.top < screen_rect.top: r.top = screen_rect.top self.y = float(r.centery) self.dy = -self.dy self.predictive_rebound_y = interpolation elif r.bottom >= screen_rect.bottom: r.bottom = screen_rect.bottom - 1 self.y = float(r.centery) self.dy = -self.dy self.predictive_rebound_y = interpolation def update_pygame(): """Update function for use with Pygame clock.""" global elapsed sprite_group.update(False) handle_collisions() elapsed += pygame_clock.get_time() if elapsed >= 1000: set_caption_pygame() elapsed -= 1000 def display_pygame(): """Display function for use with Pygame clock.""" sprite_group.clear(screen, eraser_image) sprite_group.draw(screen) pygame.display.update() def update_gameclock(dt): """Update function for use with GameClock.""" global game_ticks ## GOTCHA: Both Ball.update() and Ball.predict() modify sprite ## position, so the update and display routines must each perform ## erasure. This results in redundant erasures whenever an update and ## frame are ready in the same pass. This happens almost every game tick ## at high frame rates, often enough that an avoidance optimization ## would gain a few FPS. sprite_group.clear(screen, eraser_image) sprite_group.update(USE_PREDICTION) handle_collisions() def display_gameclock(interpolation): """Display function for use with GameClock.""" ## GOTCHA: See the comment in update_gameclock(). sprite_group.clear(screen, eraser_image) for ball in sprite_group: ball.predict(interpolation, USE_PREDICTION) sprite_group.draw(screen) pygame.display.update() def handle_collisions(): """Handle collisions for both Pygame clock and GameClock.""" for sprite in sprite_group: for other in pygame.sprite.spritecollide(sprite, sprite_group, False): if sprite is not other and DO_KILL: sprite.kill() other.kill() def set_caption_pygame(): """Set window caption for both Pygame clock and GameClock.""" pygame.display.set_caption( 'Loop=Pygame Kill=%s MaxFPS=%d Runtime:[FPS=%d Balls=%d]' % ( DO_KILL, PYGAME_FPS, pygame_clock.get_fps(), len(sprite_group))) def set_caption_gameclock(dt): pygame.display.set_caption( ' '.join(('Loop=GameClock Tab:[TPS=%d MaxFPS=%d] Predict=%s Wait=%s Kill=%s', 'Runtime:[FPS=%d UPS=%d Balls=%d]')) % ( clock.max_ups, clock.max_fps, USE_PREDICTION, clock.use_wait, DO_KILL, clock.fps, clock.ups, len(sprite_group))) def main(): global clock, pygame_clock, screen, screen_rect, sprite_group, eraser_image global USE_PYGAME_CLOCK, DO_KILL, USE_PREDICTION, PYGAME_FPS screen = pygame.display.set_mode((800, 600)) screen.fill(BGCOLOR) screen_rect = screen.get_rect() eraser_image = screen.copy() which_settings = 0 pygame_clock = pygame.time.Clock() clock = GameClock(*SETTINGS[which_settings], update_callback=update_gameclock, frame_callback=display_gameclock) clock.schedule_interval(set_caption_gameclock, 1.0) clock.use_wait = False sprite_group = pygame.sprite.Group([Ball() for i in range(INIT_BALLS)]) # game_is_running = True while game_is_running: if USE_PYGAME_CLOCK: pygame_clock.tick(PYGAME_FPS) update_pygame() display_pygame() else: clock.tick() # for e in pygame.event.get(): if e.type == QUIT: quit() elif e.type == KEYDOWN: if e.key == K_ESCAPE: quit() elif e.key == K_TAB: which_settings += 1 if which_settings >= len(SETTINGS): which_settings = 0 (clock.max_ups, clock.max_fps) = SETTINGS[which_settings] elif e.key == K_1: sprite_group.add(Ball()) elif e.key == K_b: sprite_group.add([Ball() for i in range(25)]) elif e.key == K_k: DO_KILL = not DO_KILL elif e.key == K_l: USE_PYGAME_CLOCK = not USE_PYGAME_CLOCK elif e.key == K_m: if PYGAME_FPS == 0: PYGAME_FPS = 30 else: PYGAME_FPS = 0 elif e.key == K_p: USE_PREDICTION = not USE_PREDICTION elif e.key == K_w: clock.use_wait = not clock.use_wait pygame.init() main()