def multi_draw(track_graphics: TrackGraphics, visitors, colours, threshold):
assert len(colours) == len(visitors)
assert threshold >= 1
min_x = visitors[0].min_x
min_y = visitors[0].min_y
granularity = visitors[0].granularity
for yy in range(0, len(visitors[0].visits)):
for xx in range(0, len(visitors[0].visits[0])):
visits = []
for v in range(0, len(visitors)):
visits.append(visitors[v].visits[yy][xx])
if sum(visits) >= threshold:
target = max(visits)
colour = ""
for i, v in enumerate(visits):
if v >= target:
colour = colours[i]
x = min_x + granularity * xx
y = min_y + granularity * yy
track_graphics.plot_box(x, y, x + granularity, y + granularity,
colour)
def draw_visits(self, track_graphics: TrackGraphics, brightness: int, color_palette: ColorPalette):
assert brightness in [-1, 0, 1, 2]
visits, min_visits, max_visits = self.get_visits_and_scope_range(brightness)
if not visits:
return
colour_multiplier = 255 / max_visits / max_visits * 2
if brightness == 1:
colour_multiplier *= 2
elif brightness == 2:
colour_multiplier *= 3.5
elif brightness == -1:
colour_multiplier /= 2
for yy, visits in enumerate(visits):
for xx, visit in enumerate(visits):
if visit >= min_visits:
x = self.min_x + self._granularity * xx
y = self.min_y + self._granularity * yy
data = min(1.0, 30/255 + colour_multiplier / 255 * visit * visit)
colour = get_color_for_data(data, color_palette)
track_graphics.plot_box(x, y, x + self._granularity, y + self._granularity, colour)
def draw_waypoints(self, track_graphics: TrackGraphics, colour: str,
minor_size: int, major_size: int):
assert major_size >= minor_size
for (i, p) in enumerate(self._drawing_points):
if i % 10 == 0:
track_graphics.plot_dot(p.middle, major_size, colour)
else:
track_graphics.plot_dot(p.middle, minor_size, colour)
def draw_track_edges(self, track_graphics: TrackGraphics, colour: str):
previous_left = self._drawing_points[-1].left
previous_right = self._drawing_points[-1].right
for p in self._drawing_points:
track_graphics.plot_line(previous_left, p.left, 3, colour)
previous_left = p.left
track_graphics.plot_line(previous_right, p.right, 3, colour)
previous_right = p.right
def draw_sector_labels(self, track_graphics: TrackGraphics, colour: str):
for name in self.get_all_sector_names():
(start, finish) = self.get_sector_start_and_finish(name)
label_waypoint = int((start + finish) / 2)
point = self._drawing_points[label_waypoint].middle
if self._is_vertical_at_waypoint(label_waypoint):
track_graphics.plot_text(point, name, 20, colour, 14, 0)
else:
track_graphics.plot_text(point, name, 20, colour, 0, -14)
def draw_grid(self, track_graphics: TrackGraphics, colour: str):
x = self._min_x
while x < self._max_x:
track_graphics.plot_line((x, self._min_y), (x, self._max_y), 1,
colour)
x += 1
y = self._min_y
while y < self._max_y:
track_graphics.plot_line((self._min_x, y), (self._max_x, y), 1,
colour)
y += 1
def draw(self, track_graphics: TrackGraphics, track_drawing_points, track_width):
previous_point1 = None
previous_point2 = None
for p in self.route_points:
route_point1 = get_exact_point_(track_drawing_points, track_width, p.waypoint_id, p.side1, p.distance1)
route_point2 = get_exact_point_(track_drawing_points, track_width, p.waypoint_id, p.side2, p.distance2)
if previous_point1:
colour = p.colour
if not colour:
colour = self.default_colour
track_graphics.plot_polygon([previous_point1, previous_point2, route_point2, route_point1], colour)
previous_point1 = route_point1
previous_point2 = route_point2
def draw_section_highlight(self, track_graphics: TrackGraphics,
colour: str, start: int, finish: int):
previous_left = self._drawing_points[start].left_outer
previous_right = self._drawing_points[start].right_outer
if finish >= start:
highlight_points = self._drawing_points[start + 1:finish + 1]
else:
highlight_points = self._drawing_points[
start:] + self._drawing_points[:finish + 1]
for p in highlight_points:
track_graphics.plot_line(previous_left, p.left_outer, 5, colour)
previous_left = p.left_outer
track_graphics.plot_line(previous_right, p.right_outer, 5, colour)
previous_right = p.right_outer
def draw_waypoint_labels(self, track_graphics: TrackGraphics, colour: str,
font_size: int):
last_label_position = None
for (i, p) in enumerate(self._drawing_points[:-2]):
if self._is_vertical_at_waypoint(i):
label = track_graphics.plot_text(p.middle, str(i), font_size,
colour, -1.5 * font_size, 0.0)
else:
label = track_graphics.plot_text(p.middle, str(i), font_size,
colour, 0.0, 1.5 * font_size)
label_position = track_graphics.get_widget_position(label)
if last_label_position is None:
last_label_position = label_position
elif geometry.get_distance_between_points(
last_label_position, label_position) < 2.5 * font_size:
track_graphics.delete_widget(label)
else:
last_label_position = label_position
def draw_brightness_statistic(self, track_graphics: TrackGraphics, adjust_brightness: int,
color_palette: ColorPalette, visits_heatmap):
assert adjust_brightness in [-1, 0, 1, 2]
if adjust_brightness == 1:
multiplier = 1.1
elif adjust_brightness == 2:
multiplier = 1.2
elif adjust_brightness == -1:
multiplier = 0.9
else:
multiplier = 1.0
(stats, _, _) = self._get_stats_array(np.median, adjust_brightness, visits_heatmap)
for yy, stats in enumerate(stats):
for xx, stat in enumerate(stats):
if not math.isnan(stat):
x = self.min_x + self._granularity * xx
y = self.min_y + self._granularity * yy
colour = get_color_for_data(max(0.1, min(1, stat * multiplier)), color_palette)
track_graphics.plot_box(x, y, x + self._granularity, y + self._granularity, colour)
def draw_statistic(self, track_graphics: TrackGraphics, brightness: int, color_palette: ColorPalette, visits_heatmap,
forced_max_stat=-1, forced_min_stat=-1):
assert brightness in [-1, 0, 1, 2]
(stats, min_stat, max_stat) = self._get_stats_array(np.median, brightness, visits_heatmap)
if max_stat == 0:
return
if forced_max_stat > 0:
max_stat = forced_max_stat
if forced_min_stat > 0:
min_stat = forced_min_stat
if brightness == 1:
max_stat *= 0.93
elif brightness == 2:
max_stat *= 0.85
min_stat *= 0.95
elif brightness == -1:
min_stat *= 1.1
if min_stat >= max_stat:
min_stat = 0.99 * max_stat
stat_range = max_stat - min_stat
for yy, stats in enumerate(stats):
for xx, stat in enumerate(stats):
if not math.isnan(stat):
x = self.min_x + self._granularity * xx
y = self.min_y + self._granularity * yy
gap_from_best = max_stat - stat
data = max(0.1, min(1, 1 - 0.9 * gap_from_best / stat_range))
colour = get_color_for_data(data, color_palette)
track_graphics.plot_box(x, y, x + self._granularity, y + self._granularity, colour)
def draw(self, track_graphics: TrackGraphics, brightness: int,
color_palette: ColorPalette):
# self.print_debug()
assert brightness in [-1, 0, 1, 2]
max_visits = max(max(x) for x in self.visits)
if max_visits == 0:
return
colour_multiplier = 255 / max_visits / max_visits * 2
min_visits = max_visits / 10
if brightness == 1:
colour_multiplier *= 2
min_visits /= 2
elif brightness == 2:
colour_multiplier *= 3.5
min_visits /= 3.5
elif brightness == -1:
colour_multiplier /= 2
min_visits *= 1.5
for yy, visits in enumerate(self.visits):
for xx, visit in enumerate(visits):
if visit >= min_visits:
x = self.min_x + self.granularity * xx
y = self.min_y + self.granularity * yy
data = min(
1.0,
30 / 255 + colour_multiplier / 255 * visit * visit)
colour = get_color_for_data(data, color_palette)
track_graphics.plot_box(x, y, x + self.granularity,
y + self.granularity, colour)
def OLD_draw_for_route_plotting(self, track_graphics: TrackGraphics,
colour):
track_graphics.plot_line(self.drawing_points[0].left,
self.drawing_points[0].right, 3, colour)
self.draw_track_edges(track_graphics, colour)
for (i, p) in enumerate(self.drawing_points):
if i % 10 == 0:
size = 4
else:
size = 2
track_graphics.plot_dot(p.middle, size, colour)
if p.is_divider:
track_graphics.plot_line(p.left, p.right, 3, colour)
if p.is_center:
# self._plot_label(track_graphics, p.middle, p.section, 30)
pass # NOT WORKING VERY WELL AT CHOOSING GOOD POSITION
class MainApp(tk.Frame):
def __init__(self, root):
#
# Basic frame initialization
#
super().__init__(root)
#
# Initialise all internal settings not related to UI components
#
self.tracks = get_all_tracks()
self.current_track = self.tracks["FS_June2020"]
self.log = None
self.filtered_episodes = None
self.episode_filter = EpisodeFilter()
self.view_manager = ViewManager()
self.action_space_filter = ActionSpaceFilter()
#
# Go to the correct directory where the log files are located, ready to load or save them there
#
chdir(config.LOG_DIRECTORY)
#
# Create the high level UI components (the canvas, control frame and status frame)
#
self.status_frame = StatusFrame(self)
self.track_canvas = tk.Canvas(self, bg="black", width=700, height=500)
self.track_canvas.bind("<Configure>", self.redraw)
self.track_canvas.bind("<Button-1>",
self.left_button_pressed_on_track_canvas)
self.track_canvas.bind("<Left>",
self.left_or_down_key_pressed_on_track_canvas)
self.track_canvas.bind("<Up>",
self.right_or_up_key_pressed_on_track_canvas)
self.track_canvas.bind("<Right>",
self.right_or_up_key_pressed_on_track_canvas)
self.track_canvas.bind("<Down>",
self.left_or_down_key_pressed_on_track_canvas)
self.control_frame = tk.Frame(root)
#
# Create the various "analyzers" and let them take control of the contents of the high level UI components
#
self.track_graphics = TrackGraphics(self.track_canvas)
self.analyze_route = AnalyzeRoute(self.redraw, self.track_graphics,
self.control_frame)
self.analyze_convergence = AnalyzeConvergence(self.redraw,
self.track_graphics,
self.control_frame)
self.analyzer = self.analyze_route
self.all_analyzers = [self.analyze_route, self.analyze_convergence]
self.analyzer.set_track(self.current_track)
self.analyzer.take_control()
if ss.SHOW_SS:
self.secret_analyzers = ss.get_secret_analyzers(
self.redraw, self.track_graphics, self.control_frame)
else:
self.secret_analyzers = None
#
# Define the layout of the high level UI components
#
self.status_frame.pack(side=tk.BOTTOM)
self.track_canvas.pack(fill=tk.BOTH, expand=True, side=tk.LEFT)
self.control_frame.pack(side=tk.RIGHT)
self.pack(fill=tk.BOTH, expand=True)
#
# Configure the rest of the application window and then make it appear
#
self.master.title("Deep Racer Guru")
self.menu_bar = MenuBar(root, self, False)
#
# All done, so display main window now
#
self.update()
def menu_callback_switch_track(self, new_track):
self.log = None
self.filtered_episodes = None
self.status_frame.reset()
self.current_track = new_track
for v in self.all_analyzers:
v.set_track(new_track)
self.analyzer.set_track(self.current_track)
self.analyzer.set_filtered_episodes(self.filtered_episodes)
self.redraw()
def switch_analyzer(self, new_analyzer):
self.analyzer = new_analyzer
self.analyzer.set_track(self.current_track)
self.analyzer.set_filtered_episodes(self.filtered_episodes)
self.analyzer.take_control()
self.redraw()
def menu_callback_analyze_convergence(self):
self.switch_analyzer(self.analyze_convergence)
def menu_callback_analyze_route(self):
self.switch_analyzer(self.analyze_route)
def callback_open_this_file(self, file_name):
# print("Loading ...", file_name)
redraw_menu_afterwards = not self.log
self.visitor_map = None
self.log = Log()
self.log.load_all(file_name)
# Commented out now for public usage
# self.log.log_meta.display_for_debug()
# print("Loaded", file_name)
self.status_frame.change_model_name(self.log.log_meta.model_name)
self.apply_new_action_space()
self.episode_filter.set_all_episodes(self.log.episodes)
self.reapply_episode_filter()
if redraw_menu_afterwards:
self.menu_bar = MenuBar(root, self, True)
self.update()
def apply_new_action_space(self):
self.action_space_filter.set_new_action_space(
self.log.log_meta.action_space)
for v in self.all_analyzers:
v.set_action_space(self.log.log_meta.action_space)
v.set_action_space_filter(self.action_space_filter)
def reapply_action_space_filter(self):
for v in self.all_analyzers:
v.set_action_space_filter(self.action_space_filter)
self.redraw()
def reapply_episode_filter(self):
self.filtered_episodes = self.episode_filter.get_filtered_episodes()
for v in self.all_analyzers:
v.set_filtered_episodes(self.filtered_episodes)
self.status_frame.change_episodes(len(self.log.episodes),
len(self.filtered_episodes))
self.analyzer.set_filtered_episodes(self.filtered_episodes)
self.redraw()
def redraw(self, event=None):
self.view_manager.redraw(self.current_track, self.track_graphics,
self.analyzer)
def left_button_pressed_on_track_canvas(self, event):
track_point = self.track_graphics.get_real_point_for_widget_location(
event.x, event.y)
self.analyzer.left_button_pressed(track_point)
self.track_canvas.focus_set(
) # Set focus so we will now receive keyboard events too
def right_or_up_key_pressed_on_track_canvas(self, event):
track_point = self.track_graphics.get_real_point_for_widget_location(
event.x, event.y)
self.analyzer.go_forwards(track_point)
def left_or_down_key_pressed_on_track_canvas(self, event):
track_point = self.track_graphics.get_real_point_for_widget_location(
event.x, event.y)
self.analyzer.go_backwards(track_point)
def menu_callback_episodes_all(self):
self.episode_filter.reset()
self.reapply_episode_filter()
def menu_callback_episodes_all_from_start(self):
self.episode_filter.reset()
self.episode_filter.set_filter_from_start_line(True)
self.reapply_episode_filter()
def menu_callback_episodes_complete_laps(self):
self.episode_filter.reset()
self.episode_filter.set_filter_complete_laps(True)
self.reapply_episode_filter()
def menu_callback_episodes_fast_laps(self):
es = self.log.log_meta.episode_stats
target_steps = round((es.average_steps + es.best_steps) / 2)
self.episode_filter.reset()
self.episode_filter.set_filter_complete_laps(True)
self.episode_filter.set_filter_max_steps(target_steps)
self.reapply_episode_filter()
def menu_callback_episodes_complete_laps_from_start(self):
self.episode_filter.reset()
self.episode_filter.set_filter_complete_laps(True)
self.episode_filter.set_filter_from_start_line(True)
self.reapply_episode_filter()
def menu_callback_episodes_min_percent_10(self):
self.episode_filter.reset()
self.episode_filter.set_filter_min_percent(10)
self.reapply_episode_filter()
def menu_callback_episodes_min_percent_25(self):
self.episode_filter.reset()
self.episode_filter.set_filter_min_percent(25)
self.reapply_episode_filter()
def menu_callback_episodes_min_percent_33(self):
self.episode_filter.reset()
self.episode_filter.set_filter_min_percent(33)
self.reapply_episode_filter()
def menu_callback_episodes_min_percent_50(self):
self.episode_filter.reset()
self.episode_filter.set_filter_min_percent(50)
self.reapply_episode_filter()
def menu_callback_actions_all(self):
self.action_space_filter.set_filter_all()
self.reapply_action_space_filter()
def menu_callback_actions_high_speed(self):
self.action_space_filter.set_filter_high_speed()
self.reapply_action_space_filter()
def menu_callback_actions_medium_speed(self):
self.action_space_filter.set_filter_medium_speed()
self.reapply_action_space_filter()
def menu_callback_actions_low_speed(self):
self.action_space_filter.set_filter_low_speed()
self.reapply_action_space_filter()
def menu_callback_actions_straight(self):
self.action_space_filter.set_filter_straight()
self.reapply_action_space_filter()
def menu_callback_grid_front(self):
self.view_manager.set_grid_front()
self.redraw()
def menu_callback_grid_back(self):
self.view_manager.set_grid_back()
self.redraw()
def menu_callback_grid_off(self):
self.view_manager.set_grid_off()
self.redraw()
def menu_callback_track_front(self):
self.view_manager.set_track_front()
self.redraw()
def menu_callback_track_back(self):
self.view_manager.set_track_back()
self.redraw()
def menu_callback_track_grey(self):
self.view_manager.set_track_colour_grey()
self.redraw()
def menu_callback_track_blue(self):
self.view_manager.set_track_colour_blue()
self.redraw()
def menu_callback_waypoints_large(self):
self.view_manager.set_waypoint_sizes_large()
self.redraw()
def menu_callback_waypoints_small(self):
self.view_manager.set_waypoint_sizes_small()
self.redraw()
def menu_callback_waypoints_micro(self):
self.view_manager.set_waypoint_sizes_micro()
self.redraw()
def menu_callback_waypoints_off(self):
self.view_manager.set_waypoints_off()
self.redraw()
def menu_callback_analyze_front(self):
self.view_manager.set_analyze_front()
self.redraw()
def menu_callback_analyze_back(self):
self.view_manager.set_analyze_back()
self.redraw()
def __init__(self, root):
#
# Basic frame initialization
#
super().__init__(root)
#
# Initialise all internal settings not related to UI components
#
self.tracks = get_all_tracks()
self.current_track = self.tracks["FS_June2020"]
self.log = None
self.filtered_episodes = None
self.episode_filter = EpisodeFilter()
self.view_manager = ViewManager()
self.action_space_filter = ActionSpaceFilter()
#
# Go to the correct directory where the log files are located, ready to load or save them there
#
chdir(config.LOG_DIRECTORY)
#
# Create the high level UI components (the canvas, control frame and status frame)
#
self.status_frame = StatusFrame(self)
self.track_canvas = tk.Canvas(self, bg="black", width=700, height=500)
self.track_canvas.bind("<Configure>", self.redraw)
self.track_canvas.bind("<Button-1>",
self.left_button_pressed_on_track_canvas)
self.track_canvas.bind("<Left>",
self.left_or_down_key_pressed_on_track_canvas)
self.track_canvas.bind("<Up>",
self.right_or_up_key_pressed_on_track_canvas)
self.track_canvas.bind("<Right>",
self.right_or_up_key_pressed_on_track_canvas)
self.track_canvas.bind("<Down>",
self.left_or_down_key_pressed_on_track_canvas)
self.control_frame = tk.Frame(root)
#
# Create the various "analyzers" and let them take control of the contents of the high level UI components
#
self.track_graphics = TrackGraphics(self.track_canvas)
self.analyze_route = AnalyzeRoute(self.redraw, self.track_graphics,
self.control_frame)
self.analyze_convergence = AnalyzeConvergence(self.redraw,
self.track_graphics,
self.control_frame)
self.analyzer = self.analyze_route
self.all_analyzers = [self.analyze_route, self.analyze_convergence]
self.analyzer.set_track(self.current_track)
self.analyzer.take_control()
if ss.SHOW_SS:
self.secret_analyzers = ss.get_secret_analyzers(
self.redraw, self.track_graphics, self.control_frame)
else:
self.secret_analyzers = None
#
# Define the layout of the high level UI components
#
self.status_frame.pack(side=tk.BOTTOM)
self.track_canvas.pack(fill=tk.BOTH, expand=True, side=tk.LEFT)
self.control_frame.pack(side=tk.RIGHT)
self.pack(fill=tk.BOTH, expand=True)
#
# Configure the rest of the application window and then make it appear
#
self.master.title("Deep Racer Guru")
self.menu_bar = MenuBar(root, self, False)
#
# All done, so display main window now
#
self.update()
def draw_at_point_(self, track_graphics: TrackGraphics, point):
track_graphics.plot_dot(point, 4, self.colour)
def draw_at_point_(self, track_graphics: TrackGraphics, point):
track_graphics.plot_dot(point, 3, self.colour)
track_graphics.plot_angle_line(point, self.bearing, self.length, 2, self.colour)
track_graphics.plot_angle_line(point, self.bearing + self.angular_width / 2, self.length, 1, self.colour)
track_graphics.plot_angle_line(point, self.bearing - self.angular_width / 2, self.length, 1, self.colour)
def draw(self, track_graphics: TrackGraphics, track_drawing_points, track_width):
track_graphics.plot_dot((self.x, self.y), 4, self.colour)
def draw_starting_line(self, track_graphics: TrackGraphics, colour: str):
track_graphics.plot_line(self._drawing_points[0].left,
self._drawing_points[0].right, 3, colour)
def draw_sector_dividers(self, track_graphics: TrackGraphics, colour: str):
for p in self._drawing_points:
if p.is_divider:
track_graphics.plot_line(p.left, p.right, 3, colour, (4, 2))
def configure_track_graphics(self, track_graphics: TrackGraphics):
track_graphics.set_track_area(self.min_x - DISPLAY_BORDER,
self.min_y - DISPLAY_BORDER,
self.max_x + DISPLAY_BORDER,
self.max_y + DISPLAY_BORDER)
class MainApp(tk.Frame):
def __init__(self, root):
#
# Basic frame initialization
#
super().__init__(root)
#
# First of all, get config manager up and running so we have access to any settings that it manages for us
#
self._config_manager = ConfigManager()
#
# Initialise all internal settings not related to UI components
#
self.tracks = get_all_tracks()
self.current_track = self.tracks[
self._config_manager.get_last_open_track()]
self.log = None
self.filtered_episodes = None
self.episode_filter = EpisodeFilter()
self.view_manager = ViewManager()
self.action_space_filter = ActionSpaceFilter()
self.episode_selector = EpisodeSelector()
self.sector_filter = ""
#
# Create the simple high level UI components (the canvas, control frame and status frame)
#
self.status_frame = StatusFrame(self)
self.track_canvas = tk.Canvas(self,
bg="black",
width=DEFAULT_CANVAS_WIDTH,
height=DEFAULT_CANVAS_HEIGHT)
self.track_canvas.bind("<Configure>", self.redraw)
self.track_canvas.bind("<Button-3>",
self.right_button_pressed_on_track_canvas)
self.track_canvas.bind("<Left>",
self.left_or_down_key_pressed_on_track_canvas)
self.track_canvas.bind("<Up>",
self.right_or_up_key_pressed_on_track_canvas)
self.track_canvas.bind("<Right>",
self.right_or_up_key_pressed_on_track_canvas)
self.track_canvas.bind("<Down>",
self.left_or_down_key_pressed_on_track_canvas)
self.track_canvas.bind("<Button-1>",
self.left_button_pressed_on_track_canvas)
self.track_canvas.bind("<B1-Motion>",
self.left_button_moved_on_track_canvas)
self.track_canvas.bind("<ButtonRelease-1>",
self.left_button_released_on_track_canvas)
self.control_frame = tk.Frame(root)
self.inner_control_frame = tk.Frame(self.control_frame)
#
# Initialise variables to control the right mouse zoom-in feature over a canvas
#
self.zoom_start_x = None
self.zoom_start_y = None
self.zoom_widget = None
#
# Create the graph plotting UI components using the magic of matplotlib
#
graph_figure = Figure(figsize=(5, 4), dpi=100)
matplotlib_canvas = FigureCanvasTkAgg(graph_figure, master=self)
self.graph_canvas = matplotlib_canvas.get_tk_widget()
self.graph_canvas.config(width=DEFAULT_CANVAS_WIDTH,
height=DEFAULT_CANVAS_HEIGHT)
#
# Initialize the "please wait" widget in the middle of each canvas
#
self.please_wait_track = PleaseWait(root, self.track_canvas)
self.please_wait_graph = PleaseWait(root, self.graph_canvas)
self.please_wait = self.please_wait_track
#
# Create the various "analyzers" and let them take control of the contents of the high level UI components
#
self.track_graphics = TrackGraphics(self.track_canvas)
self.current_track.configure_track_graphics(self.track_graphics)
self.analyze_route = AnalyzeRoute(self.redraw, self.track_graphics,
self.inner_control_frame,
self.episode_selector,
self._config_manager)
self.analyze_track_heatmap = AnalyzeHeatmap(self.redraw,
self.track_graphics,
self.inner_control_frame,
self.please_wait_track,
self._config_manager)
self.analyze_exit_points = AnalyzeExitPoints(self.redraw,
self.track_graphics,
self.inner_control_frame)
self.analyze_race = AnalyzeRace(self.redraw, self.track_graphics,
self.inner_control_frame)
self.analyze_curve_fitting = AnalyzeCurveFitting(
self.redraw, self.track_graphics, self.inner_control_frame)
self.analyze_straight_fitting = AnalyzeStraightFitting(
self.redraw, self.track_graphics, self.inner_control_frame)
self.analyze_training_progress = AnalyzeTrainingProgress(
self.redraw, matplotlib_canvas, self.inner_control_frame)
self.analyze_quarterly_results = AnalyzeQuarterlyResults(
self.redraw, matplotlib_canvas, self.inner_control_frame)
self.analyze_reward_distribution = AnalyzeRewardDistribution(
self.redraw, matplotlib_canvas, self.inner_control_frame)
self.analyze_common_rewards = AnalyzeCommonRewards(
self.redraw, matplotlib_canvas, self.inner_control_frame)
self.analyze_rewards_per_waypoint = AnalyzeRewardsPerWaypoint(
self.redraw, matplotlib_canvas, self.inner_control_frame)
self.analyze_episode_speed = AnalyzeEpisodeSpeed(
self.redraw, matplotlib_canvas, self.inner_control_frame,
self.episode_selector)
self.analyze_episode_reward = AnalyzeEpisodeReward(
self.redraw, matplotlib_canvas, self.inner_control_frame,
self.episode_selector, self._config_manager)
self.analyze_episode_slide = AnalyzeEpisodeSlide(
self.redraw, matplotlib_canvas, self.inner_control_frame,
self.episode_selector)
self.analyze_episode_action_distribution = AnalyzeEpisodeActionDistribution(
self.redraw, matplotlib_canvas, self.inner_control_frame,
self.episode_selector)
self.analyze_lap_time_correlations = AnalyzeLapTimeCorrelations(
self.redraw, matplotlib_canvas, self.inner_control_frame)
self.analyze_sector_time_correlations = AnalyzeSectorTimeCorrelations(
self.redraw, matplotlib_canvas, self.inner_control_frame)
self.analyze_lap_time_distribution = AnalyzeLapTimeDistribution(
self.redraw, matplotlib_canvas, self.inner_control_frame)
self.analyze_complete_lap_percentage = AnalyzeCompleteLapPercentage(
self.redraw, matplotlib_canvas, self.inner_control_frame)
self.analyze_discount_factors = AnalyzeDiscountFactors(
self.redraw, matplotlib_canvas, self.inner_control_frame)
self.all_analyzers = [
self.analyze_route, self.analyze_track_heatmap,
self.analyze_exit_points, self.analyze_race,
self.analyze_curve_fitting, self.analyze_straight_fitting,
self.analyze_training_progress, self.analyze_quarterly_results,
self.analyze_reward_distribution, self.analyze_common_rewards,
self.analyze_rewards_per_waypoint, self.analyze_episode_speed,
self.analyze_episode_reward, self.analyze_episode_slide,
self.analyze_episode_action_distribution,
self.analyze_lap_time_correlations,
self.analyze_sector_time_correlations,
self.analyze_lap_time_distribution,
self.analyze_complete_lap_percentage, self.analyze_discount_factors
]
for v in self.all_analyzers:
v.set_track(self.current_track)
self.analyzer = self.analyze_route
self.background_analyzer = None
self.analyzer.take_control()
if ss.SHOW_SS:
self.secret_analyzers = ss.get_secret_analyzers(
self.redraw, self.track_graphics, self.inner_control_frame)
else:
self.secret_analyzers = None
#
# Define the layout of the high level UI components
#
self.layout_ui_for_track_analyzer()
#
# Configure the rest of the application window and then make it appear
#
self.master.title("Deep Racer Guru v" + VERSION)
self.menu_bar = MenuBar(root, self, False)
#
# All done, so display main window now
#
self.already_drawing = False
self.update()
#
# And now lock-in the sizes of the control and status frames so switches between views will be smooth
#
self.control_frame.pack_propagate(0)
self.control_frame.grid_propagate(0)
self.status_frame.pack_propagate(0)
self.status_frame.grid_propagate(0)
def layout_ui_for_track_analyzer(self):
self.status_frame.pack(fill=tk.BOTH, side=tk.BOTTOM)
self.track_canvas.pack(fill=tk.BOTH, expand=True, side=tk.LEFT)
self.control_frame.pack(fill=tk.BOTH, side=tk.RIGHT)
self.inner_control_frame.pack()
self.pack(fill=tk.BOTH, expand=True)
self.please_wait = self.please_wait_track
def layout_ui_for_graph_analyzer(self):
self.status_frame.pack(fill=tk.BOTH, side=tk.BOTTOM)
self.graph_canvas.pack(fill=tk.BOTH, expand=True, side=tk.LEFT)
self.control_frame.pack(fill=tk.BOTH, side=tk.RIGHT)
self.inner_control_frame.pack()
self.pack(fill=tk.BOTH, expand=True)
self.please_wait = self.please_wait_graph
def menu_callback_switch_track(self, new_track):
self.log = None
self.filtered_episodes = None
self.status_frame.reset()
self.current_track = new_track
self._config_manager.set_last_open_track(new_track.get_world_name())
for v in self.all_analyzers:
v.set_track(new_track)
self.episode_selector.set_filtered_episodes(None)
self._reset_analyzer(self.analyzer)
if self.background_analyzer:
self._reset_analyzer(self.background_analyzer)
self.view_manager.zoom_clear()
self.menu_bar = MenuBar(root, self, False)
self.redraw()
def _reset_analyzer(self, analyzer):
analyzer.set_track(self.current_track)
analyzer.set_filtered_episodes(None)
analyzer.set_all_episodes(None, None)
analyzer.set_log_meta(None)
analyzer.set_evaluation_phases(None)
def switch_analyzer(self, new_analyzer, new_background_analyzer=None):
self.analyzer.lost_control()
if new_background_analyzer:
assert new_background_analyzer.uses_track_graphics(
) and new_analyzer.uses_track_graphics()
if new_analyzer.uses_graph_canvas(
) and not self.analyzer.uses_graph_canvas():
self.track_canvas.pack_forget()
self.layout_ui_for_graph_analyzer()
elif new_analyzer.uses_track_graphics(
) and not self.analyzer.uses_track_graphics():
self.graph_canvas.pack_forget()
self.layout_ui_for_track_analyzer()
self.analyzer = new_analyzer
self.background_analyzer = new_background_analyzer
self.analyzer.take_control()
self.redraw()
def menu_callback_analyze_track_heatmap(self):
self.switch_analyzer(self.analyze_track_heatmap)
def menu_callback_analyze_exit_points(self):
self.switch_analyzer(self.analyze_exit_points)
def menu_callback_analyze_race(self):
self.switch_analyzer(self.analyze_race)
def menu_callback_analyze_curve_fitting(self):
self.switch_analyzer(self.analyze_curve_fitting)
def menu_callback_analyze_straight_fitting(self):
self.switch_analyzer(self.analyze_straight_fitting)
def menu_callback_analyze_route(self):
self.switch_analyzer(self.analyze_route)
def menu_callback_analyze_route_over_heatmap(self):
self.switch_analyzer(self.analyze_route, self.analyze_track_heatmap)
def menu_callback_analyze_exit_points_over_heatmap(self):
self.switch_analyzer(self.analyze_exit_points,
self.analyze_track_heatmap)
def menu_callback_analyze_training_progress(self):
self.switch_analyzer(self.analyze_training_progress)
def menu_callback_analyze_quarterly_results(self):
self.switch_analyzer(self.analyze_quarterly_results)
def menu_callback_analyze_reward_distribution(self):
self.switch_analyzer(self.analyze_reward_distribution)
def menu_callback_analyze_common_rewards(self):
self.switch_analyzer(self.analyze_common_rewards)
def menu_callback_analyze_rewards_per_waypoint(self):
self.switch_analyzer(self.analyze_rewards_per_waypoint)
def menu_callback_analyze_episode_speed(self):
self.switch_analyzer(self.analyze_episode_speed)
def menu_callback_analyze_episode_reward(self):
self.switch_analyzer(self.analyze_episode_reward)
def menu_callback_analyze_episode_slide(self):
self.switch_analyzer(self.analyze_episode_slide)
def menu_callback_analyze_episode_action_distribution(self):
self.switch_analyzer(self.analyze_episode_action_distribution)
def menu_callback_analyze_lap_time_correlations(self):
self.switch_analyzer(self.analyze_lap_time_correlations)
def menu_callback_analyze_sector_time_correlations(self):
self.switch_analyzer(self.analyze_sector_time_correlations)
def menu_callback_analyze_lap_time_distribution(self):
self.switch_analyzer(self.analyze_lap_time_distribution)
def menu_callback_analyze_complete_lap_percentage(self):
self.switch_analyzer(self.analyze_complete_lap_percentage)
def menu_callback_analyze_discount_factors(self):
self.switch_analyzer(self.analyze_discount_factors)
def menu_callback_switch_directory(self):
result = tk.filedialog.askdirectory(
title="Choose the directory where log files are stored",
mustexist=True,
initialdir=self._config_manager.get_log_directory())
if result:
self._config_manager.set_log_directory(result)
self.menu_bar.refresh()
def callback_open_this_file(self, file_name):
redraw_menu_afterwards = not self.log
self.log = Log(self._config_manager.get_log_directory())
self.log.load_all(
file_name, self.please_wait, self.current_track,
self._config_manager.get_calculate_new_reward(),
self._config_manager.get_calculate_alternate_discount_factors())
self.status_frame.change_model_name(self.log.get_log_meta().model_name)
self.apply_new_action_space()
reward_percentiles = RewardPercentiles(
self.log.get_episodes(),
self._config_manager.get_calculate_new_reward())
for v in self.all_analyzers:
v.set_all_episodes(self.log.get_episodes(), reward_percentiles)
v.set_log_meta(self.log.get_log_meta())
v.set_evaluation_phases(self.log.get_evaluation_phases())
self.episode_filter.set_all_episodes(self.log.get_episodes())
self.reapply_episode_filter()
# Re-issue control to current analyzer so it has the chance to redraw its controls for the new log
self.analyzer.take_control()
if redraw_menu_afterwards:
self.menu_bar = MenuBar(root, self, True)
self.update()
def apply_new_action_space(self):
self.action_space_filter.set_new_action_space(
self.log.get_log_meta().action_space)
for v in self.all_analyzers:
v.set_action_space(self.log.get_log_meta().action_space)
v.set_action_space_filter(self.action_space_filter)
def reapply_action_space_filter(self):
for v in self.all_analyzers:
v.set_action_space_filter(self.action_space_filter)
self.redraw()
def reapply_sector_filter(self):
for v in self.all_analyzers:
v.set_sector_filter(self.sector_filter)
self.redraw()
def reapply_episode_filter(self):
self.filtered_episodes = self.episode_filter.get_filtered_episodes(
self.current_track)
self.episode_selector.set_filtered_episodes(self.filtered_episodes)
for v in self.all_analyzers:
v.set_filtered_episodes(self.filtered_episodes)
self.status_frame.change_episodes(len(self.log.get_episodes()),
len(self.filtered_episodes))
self.redraw()
def redraw(self, event=None):
if not self.already_drawing: # Nasty workaround to avoid multiple calls due to "please wait"
self.already_drawing = True
self.view_manager.redraw(self.current_track, self.track_graphics,
self.analyzer, self.background_analyzer,
self.episode_filter)
self.please_wait.stop()
self.already_drawing = False
def refresh_analysis_controls(self):
self.analyzer.take_control()
def close_file(self):
self.log = None
self.filtered_episodes = None
self.status_frame.reset()
self.episode_selector.set_filtered_episodes(None)
self._reset_analyzer(self.analyzer)
if self.background_analyzer:
self._reset_analyzer(self.background_analyzer)
self.menu_bar = MenuBar(root, self, False)
self.redraw()
def right_button_pressed_on_track_canvas(self, event):
track_point = self.track_graphics.get_real_point_for_widget_location(
event.x, event.y)
self.analyzer.right_button_pressed(track_point)
self.track_canvas.focus_set(
) # Set focus so we will now receive keyboard events too
def left_button_pressed_on_track_canvas(self, event):
self.zoom_start_x = event.x
self.zoom_start_y = event.y
def left_button_moved_on_track_canvas(self, event):
if self.zoom_widget:
self.track_canvas.delete(self.zoom_widget)
self.zoom_widget = self.track_canvas.create_rectangle(
self.zoom_start_x,
self.zoom_start_y,
event.x,
event.y,
outline="blue",
width=2,
dash=(4, 4))
def left_button_released_on_track_canvas(self, event):
if self.zoom_widget:
self.track_canvas.delete(self.zoom_widget)
x_diff = abs(self.zoom_start_x - event.x)
y_diff = abs(self.zoom_start_y - event.y)
if x_diff > 10 and y_diff > 10:
self.view_manager.zoom_set(self.track_graphics,
self.zoom_start_x,
self.zoom_start_y, event.x, event.y)
self.redraw()
def right_or_up_key_pressed_on_track_canvas(self, event):
track_point = self.track_graphics.get_real_point_for_widget_location(
event.x, event.y)
self.analyzer.go_forwards(track_point)
def left_or_down_key_pressed_on_track_canvas(self, event):
track_point = self.track_graphics.get_real_point_for_widget_location(
event.x, event.y)
self.analyzer.go_backwards(track_point)
def menu_callback_episodes_all(self):
self.episode_filter.reset()
self.reapply_episode_filter()
def menu_callback_episodes_all_from_start(self):
self.episode_filter.reset()
self.episode_filter.set_filter_from_start_line(True)
self.reapply_episode_filter()
def menu_callback_episodes_complete_laps(self):
self.episode_filter.reset()
self.episode_filter.set_filter_min_percent(100)
self.reapply_episode_filter()
def menu_callback_episodes_fast_laps(self):
es = self.log.get_log_meta().episode_stats
target_steps = round((es.average_steps + es.best_steps) / 2)
self.episode_filter.reset()
self.episode_filter.set_filter_min_percent(100)
self.episode_filter.set_filter_max_steps(target_steps)
self.reapply_episode_filter()
def menu_callback_episodes_complete_laps_from_start(self):
self.episode_filter.reset()
self.episode_filter.set_filter_min_percent(100)
self.episode_filter.set_filter_from_start_line(True)
self.reapply_episode_filter()
def menu_callback_episodes_min_percent_10(self):
self.episode_filter.reset()
self.episode_filter.set_filter_min_percent(10)
self.reapply_episode_filter()
def menu_callback_episodes_min_percent_25(self):
self.episode_filter.reset()
self.episode_filter.set_filter_min_percent(25)
self.reapply_episode_filter()
def menu_callback_episodes_min_percent_33(self):
self.episode_filter.reset()
self.episode_filter.set_filter_min_percent(33)
self.reapply_episode_filter()
def menu_callback_episodes_min_percent_50(self):
self.episode_filter.reset()
self.episode_filter.set_filter_min_percent(50)
self.reapply_episode_filter()
def menu_callback_episodes_q1(self):
self.episode_filter.reset()
self.episode_filter.set_filter_quarters(True, False, False, False)
self.reapply_episode_filter()
def menu_callback_episodes_q2(self):
self.episode_filter.reset()
self.episode_filter.set_filter_quarters(False, True, False, False)
self.reapply_episode_filter()
def menu_callback_episodes_q3(self):
self.episode_filter.reset()
self.episode_filter.set_filter_quarters(False, False, True, False)
self.reapply_episode_filter()
def menu_callback_episodes_q4(self):
self.episode_filter.reset()
self.episode_filter.set_filter_quarters(False, False, False, True)
self.reapply_episode_filter()
def menu_callback_episodes_sector(self, sector):
self.episode_filter.reset()
(start,
finish) = self.current_track.get_sector_start_and_finish(sector)
self.episode_filter.set_filter_complete_section_and_time(
start, finish, None, None)
self.reapply_episode_filter()
def menu_callback_actions_all(self):
self.action_space_filter.set_filter_all()
self.reapply_action_space_filter()
def menu_callback_actions_high_speed(self):
self.action_space_filter.set_filter_high_speed()
self.reapply_action_space_filter()
def menu_callback_actions_medium_speed(self):
self.action_space_filter.set_filter_medium_speed()
self.reapply_action_space_filter()
def menu_callback_actions_low_speed(self):
self.action_space_filter.set_filter_low_speed()
self.reapply_action_space_filter()
def menu_callback_actions_straight(self):
self.action_space_filter.set_filter_straight()
self.reapply_action_space_filter()
def menu_callback_sector_filter(self, sector: str):
assert len(sector) == 1
self.sector_filter = sector
self.reapply_sector_filter()
def menu_callback_sector_zoom(self, sector: str):
assert len(sector) == 1
self.view_manager.zoom_sector(self.current_track, sector)
self.redraw()
def menu_callback_zoom_in_out(self):
self.view_manager.zoom_toggle()
self.redraw()
def menu_callback_grid_front(self):
self.view_manager.set_grid_front()
self.redraw()
def menu_callback_grid_back(self):
self.view_manager.set_grid_back()
self.redraw()
def menu_callback_grid_off(self):
self.view_manager.set_grid_off()
self.redraw()
def menu_callback_track_front(self):
self.view_manager.set_track_front()
self.redraw()
def menu_callback_track_back(self):
self.view_manager.set_track_back()
self.redraw()
def menu_callback_track_grey(self):
self.view_manager.set_track_colour_grey()
self.redraw()
def menu_callback_track_blue(self):
self.view_manager.set_track_colour_blue()
self.redraw()
def menu_callback_sectors_on(self):
self.view_manager.set_sectors_on()
self.redraw()
def menu_callback_sectors_off(self):
self.view_manager.set_sectors_off()
self.redraw()
def menu_callback_waypoints_large(self):
self.view_manager.set_waypoint_sizes_large()
self.redraw()
def menu_callback_waypoints_small(self):
self.view_manager.set_waypoint_sizes_small()
self.redraw()
def menu_callback_waypoints_micro(self):
self.view_manager.set_waypoint_sizes_micro()
self.redraw()
def menu_callback_waypoints_off(self):
self.view_manager.set_waypoints_off()
self.redraw()
def menu_callback_waypoint_labels_on(self):
self.view_manager.set_waypoint_labels_on()
self.redraw()
def menu_callback_waypoint_labels_off(self):
self.view_manager.set_waypoint_labels_off()
self.redraw()
def menu_callback_analyze_front(self):
self.view_manager.set_analyze_front()
self.redraw()
def menu_callback_analyze_back(self):
self.view_manager.set_analyze_back()
self.redraw()
def menu_callback_annotations_front(self):
self.view_manager.set_annotations_front()
self.redraw()
def menu_callback_annotations_back(self):
self.view_manager.set_annotations_back()
self.redraw()
def menu_callback_annotations_off(self):
self.view_manager.set_annotations_off()
self.redraw()
def menu_callback_heading_on(self):
self.analyze_route.set_show_heading(True)
def menu_callback_heading_off(self):
self.analyze_route.set_show_heading(False)
def menu_callback_true_bearing_on(self):
self.analyze_route.set_show_true_bearing(True)
def menu_callback_true_bearing_off(self):
self.analyze_route.set_show_true_bearing(False)
def menu_callback_camera_vision_on(self):
self.analyze_route.set_show_camera_vision(True)
def menu_callback_camera_vision_off(self):
self.analyze_route.set_show_camera_vision(False)
def menu_callback_view_log_file_info(self):
if self.log:
ViewLogFileInfo(self, self.log)
def get_log_directory(self):
return self._config_manager.get_log_directory()
def get_config_manager(self):
return self._config_manager
def __init__(self, root):
#
# Basic frame initialization
#
super().__init__(root)
#
# First of all, get config manager up and running so we have access to any settings that it manages for us
#
self._config_manager = ConfigManager()
#
# Initialise all internal settings not related to UI components
#
self.tracks = get_all_tracks()
self.current_track = self.tracks[
self._config_manager.get_last_open_track()]
self.log = None
self.filtered_episodes = None
self.episode_filter = EpisodeFilter()
self.view_manager = ViewManager()
self.action_space_filter = ActionSpaceFilter()
self.episode_selector = EpisodeSelector()
self.sector_filter = ""
#
# Create the simple high level UI components (the canvas, control frame and status frame)
#
self.status_frame = StatusFrame(self)
self.track_canvas = tk.Canvas(self,
bg="black",
width=DEFAULT_CANVAS_WIDTH,
height=DEFAULT_CANVAS_HEIGHT)
self.track_canvas.bind("<Configure>", self.redraw)
self.track_canvas.bind("<Button-3>",
self.right_button_pressed_on_track_canvas)
self.track_canvas.bind("<Left>",
self.left_or_down_key_pressed_on_track_canvas)
self.track_canvas.bind("<Up>",
self.right_or_up_key_pressed_on_track_canvas)
self.track_canvas.bind("<Right>",
self.right_or_up_key_pressed_on_track_canvas)
self.track_canvas.bind("<Down>",
self.left_or_down_key_pressed_on_track_canvas)
self.track_canvas.bind("<Button-1>",
self.left_button_pressed_on_track_canvas)
self.track_canvas.bind("<B1-Motion>",
self.left_button_moved_on_track_canvas)
self.track_canvas.bind("<ButtonRelease-1>",
self.left_button_released_on_track_canvas)
self.control_frame = tk.Frame(root)
self.inner_control_frame = tk.Frame(self.control_frame)
#
# Initialise variables to control the right mouse zoom-in feature over a canvas
#
self.zoom_start_x = None
self.zoom_start_y = None
self.zoom_widget = None
#
# Create the graph plotting UI components using the magic of matplotlib
#
graph_figure = Figure(figsize=(5, 4), dpi=100)
matplotlib_canvas = FigureCanvasTkAgg(graph_figure, master=self)
self.graph_canvas = matplotlib_canvas.get_tk_widget()
self.graph_canvas.config(width=DEFAULT_CANVAS_WIDTH,
height=DEFAULT_CANVAS_HEIGHT)
#
# Initialize the "please wait" widget in the middle of each canvas
#
self.please_wait_track = PleaseWait(root, self.track_canvas)
self.please_wait_graph = PleaseWait(root, self.graph_canvas)
self.please_wait = self.please_wait_track
#
# Create the various "analyzers" and let them take control of the contents of the high level UI components
#
self.track_graphics = TrackGraphics(self.track_canvas)
self.current_track.configure_track_graphics(self.track_graphics)
self.analyze_route = AnalyzeRoute(self.redraw, self.track_graphics,
self.inner_control_frame,
self.episode_selector,
self._config_manager)
self.analyze_track_heatmap = AnalyzeHeatmap(self.redraw,
self.track_graphics,
self.inner_control_frame,
self.please_wait_track,
self._config_manager)
self.analyze_exit_points = AnalyzeExitPoints(self.redraw,
self.track_graphics,
self.inner_control_frame)
self.analyze_race = AnalyzeRace(self.redraw, self.track_graphics,
self.inner_control_frame)
self.analyze_curve_fitting = AnalyzeCurveFitting(
self.redraw, self.track_graphics, self.inner_control_frame)
self.analyze_straight_fitting = AnalyzeStraightFitting(
self.redraw, self.track_graphics, self.inner_control_frame)
self.analyze_training_progress = AnalyzeTrainingProgress(
self.redraw, matplotlib_canvas, self.inner_control_frame)
self.analyze_quarterly_results = AnalyzeQuarterlyResults(
self.redraw, matplotlib_canvas, self.inner_control_frame)
self.analyze_reward_distribution = AnalyzeRewardDistribution(
self.redraw, matplotlib_canvas, self.inner_control_frame)
self.analyze_common_rewards = AnalyzeCommonRewards(
self.redraw, matplotlib_canvas, self.inner_control_frame)
self.analyze_rewards_per_waypoint = AnalyzeRewardsPerWaypoint(
self.redraw, matplotlib_canvas, self.inner_control_frame)
self.analyze_episode_speed = AnalyzeEpisodeSpeed(
self.redraw, matplotlib_canvas, self.inner_control_frame,
self.episode_selector)
self.analyze_episode_reward = AnalyzeEpisodeReward(
self.redraw, matplotlib_canvas, self.inner_control_frame,
self.episode_selector, self._config_manager)
self.analyze_episode_slide = AnalyzeEpisodeSlide(
self.redraw, matplotlib_canvas, self.inner_control_frame,
self.episode_selector)
self.analyze_episode_action_distribution = AnalyzeEpisodeActionDistribution(
self.redraw, matplotlib_canvas, self.inner_control_frame,
self.episode_selector)
self.analyze_lap_time_correlations = AnalyzeLapTimeCorrelations(
self.redraw, matplotlib_canvas, self.inner_control_frame)
self.analyze_sector_time_correlations = AnalyzeSectorTimeCorrelations(
self.redraw, matplotlib_canvas, self.inner_control_frame)
self.analyze_lap_time_distribution = AnalyzeLapTimeDistribution(
self.redraw, matplotlib_canvas, self.inner_control_frame)
self.analyze_complete_lap_percentage = AnalyzeCompleteLapPercentage(
self.redraw, matplotlib_canvas, self.inner_control_frame)
self.analyze_discount_factors = AnalyzeDiscountFactors(
self.redraw, matplotlib_canvas, self.inner_control_frame)
self.all_analyzers = [
self.analyze_route, self.analyze_track_heatmap,
self.analyze_exit_points, self.analyze_race,
self.analyze_curve_fitting, self.analyze_straight_fitting,
self.analyze_training_progress, self.analyze_quarterly_results,
self.analyze_reward_distribution, self.analyze_common_rewards,
self.analyze_rewards_per_waypoint, self.analyze_episode_speed,
self.analyze_episode_reward, self.analyze_episode_slide,
self.analyze_episode_action_distribution,
self.analyze_lap_time_correlations,
self.analyze_sector_time_correlations,
self.analyze_lap_time_distribution,
self.analyze_complete_lap_percentage, self.analyze_discount_factors
]
for v in self.all_analyzers:
v.set_track(self.current_track)
self.analyzer = self.analyze_route
self.background_analyzer = None
self.analyzer.take_control()
if ss.SHOW_SS:
self.secret_analyzers = ss.get_secret_analyzers(
self.redraw, self.track_graphics, self.inner_control_frame)
else:
self.secret_analyzers = None
#
# Define the layout of the high level UI components
#
self.layout_ui_for_track_analyzer()
#
# Configure the rest of the application window and then make it appear
#
self.master.title("Deep Racer Guru v" + VERSION)
self.menu_bar = MenuBar(root, self, False)
#
# All done, so display main window now
#
self.already_drawing = False
self.update()
#
# And now lock-in the sizes of the control and status frames so switches between views will be smooth
#
self.control_frame.pack_propagate(0)
self.control_frame.grid_propagate(0)
self.status_frame.pack_propagate(0)
self.status_frame.grid_propagate(0)
def OLD_plot_label(self, track_graphics: TrackGraphics, point, text, size):
off_track_point = self.get_target_point(
(self.mid_x, self.mid_y), point, -180, 1.5 * self.track_width)
track_graphics.plot_text(off_track_point, text, size)