Further fourier progress

This commit is contained in:
Grant Sanderson 2018-01-20 19:31:43 -08:00
parent 4acc4c2382
commit e922f4980f
2 changed files with 227 additions and 49 deletions

View file

@ -17,6 +17,7 @@ from topics.three_dimensions import *
from topics.objects import *
from topics.probability import *
from topics.complex_numbers import *
from topics.common_scenes import *
from scene import Scene
from scene.reconfigurable_scene import ReconfigurableScene
from scene.zoomed_scene import *
@ -1102,9 +1103,9 @@ class WrapCosineGraphAroundCircle(FourierMachineScene):
for p1, p2 in zip(peak_points, peak_points[1:])
])
def get_bps_label(self):
braces = VGroup(*self.get_peak_braces()[3:6])
words = TextMobject("3 beats/second")
def get_bps_label(self, freq = 3):
braces = VGroup(*self.get_peak_braces()[freq:2*freq])
words = TextMobject("%d beats/second"%freq)
words.scale_to_fit_width(0.9*braces.get_width())
words.move_to(braces, DOWN)
return words
@ -1199,9 +1200,7 @@ class DrawFrequencyPlot(WrapCosineGraphAroundCircle, PiCreatureScene):
self.wait()
self.center_of_mass_dot = dot
self.center_of_mass_dot_anim = UpdateFromFunc(
dot, lambda d : d.move_to(self.get_pol_graph_center_of_mass())
)
self.generate_center_of_mass_dot_update_anim()
self.center_of_mass_label = words
def change_to_various_frequencies(self):
@ -1257,21 +1256,15 @@ class DrawFrequencyPlot(WrapCosineGraphAroundCircle, PiCreatureScene):
graph = self.graph
fourier_graph = self.get_fourier_transform_graph(graph)
fourier_graph.save_state()
fourier_graph_update = self.get_fouier_graph_drawing_update_anim(
fourier_graph
)
v_line = DashedLine(
self.frequency_axes.coords_to_point(0, 0),
self.frequency_axes.coords_to_point(0, 1),
stroke_width = 6,
color = fourier_graph.get_color()
)
fourier_graph_copy = fourier_graph.copy()
max_freq = self.frequency_axes.x_max
def update_fourier_graph(fg):
freq = self.graph.polarized_mobject.frequency
fg.pointwise_become_partial(
fourier_graph_copy,
0, freq/max_freq
)
return fg
self.change_frequency(0.0)
self.generate_fourier_dot_transform(fourier_graph)
@ -1286,10 +1279,8 @@ class DrawFrequencyPlot(WrapCosineGraphAroundCircle, PiCreatureScene):
fourier_graph.restore()
self.change_frequency(
freq,
added_anims = [UpdateFromFunc(
fourier_graph, update_fourier_graph
)],
run_time = 5,
added_anims = [fourier_graph_update],
run_time = 8,
)
self.wait()
self.fourier_graph = fourier_graph
@ -1318,8 +1309,10 @@ class DrawFrequencyPlot(WrapCosineGraphAroundCircle, PiCreatureScene):
self.play(FadeIn(rect))
self.wait()
for group in groups:
graph_copy = group[0].copy().highlight(PINK)
self.play(FadeIn(group))
self.play(ShowCreation(group[0]))
self.play(ShowCreation(graph_copy))
self.play(FadeOut(graph_copy))
self.wait()
self.play(FadeOut(group))
self.wait()
@ -1399,9 +1392,6 @@ class DrawFrequencyPlot(WrapCosineGraphAroundCircle, PiCreatureScene):
pg.point_from_proportion(alpha)
for alpha in np.linspace(0, 1, 1000)
])
# result -= self.circle_plane.get_center()
# result *= 2
# result += self.circle_plane.get_center()
return result
def generate_fourier_dot_transform(self, fourier_graph):
@ -1416,6 +1406,24 @@ class DrawFrequencyPlot(WrapCosineGraphAroundCircle, PiCreatureScene):
)
self.fourier_graph_dot_anim.update(0)
def get_fouier_graph_drawing_update_anim(self, fourier_graph):
fourier_graph_copy = fourier_graph.copy()
max_freq = self.frequency_axes.x_max
def update_fourier_graph(fg):
freq = self.graph.polarized_mobject.frequency
fg.pointwise_become_partial(
fourier_graph_copy,
0, freq/max_freq
)
return fg
return UpdateFromFunc(fourier_graph, update_fourier_graph)
def generate_center_of_mass_dot_update_anim(self):
self.center_of_mass_dot_anim = UpdateFromFunc(
self.center_of_mass_dot,
lambda d : d.move_to(self.get_pol_graph_center_of_mass())
)
def change_frequency(self, new_freq, **kwargs):
kwargs["run_time"] = kwargs.get("run_time", 3)
added_anims = kwargs.get("added_anims", [])
@ -1448,20 +1456,16 @@ class StudentsHorrifiedAtScene(TeacherStudentsScene):
)
self.wait(4)
class ShowLinearity(DrawFrequencyPlot):
class ShowLowerFrequency(DrawFrequencyPlot):
CONFIG = {
"lower_signal_frequency" : 2.0,
"signal_frequency" : 2.0,
"higher_signal_frequency" : 3.0,
"lower_signal_color" : PINK,
}
def construct(self):
self.setup_all_axes()
self.show_lower_frequency_signal()
self.play_with_lower_frequency_signal()
self.point_out_fourier_spike()
self.show_sum_of_signals()
self.play_with_sum_signal()
self.point_out_two_spikes()
def setup_all_axes(self):
self.add(self.get_time_axes())
@ -1471,30 +1475,209 @@ class ShowLinearity(DrawFrequencyPlot):
def show_lower_frequency_signal(self):
axes = self.time_axes
start_graph = self.get_cosine_wave(freq = self.signal_frequency)
graph = self.get_cosine_wave(freq = self.lower_signal_frequency)
start_graph = self.get_cosine_wave(freq = self.higher_signal_frequency)
graph = self.get_cosine_wave(
freq = self.signal_frequency,
)
graph.highlight(self.lower_signal_color)
start_graph.generate_target()
start_graph.target.stretch(
self.graph = graph
ratio = float(self.higher_signal_frequency)/self.signal_frequency
braces = VGroup(*self.get_peak_braces()[2:4])
v_lines = VGroup(*[
DashedLine(ORIGIN, 1.5*UP).move_to(
axes.coords_to_point(x, 0), DOWN
)
for x in 1, 2
])
bps_label = self.get_bps_label(2)
bps_label.save_state()
bps_label.next_to(braces, UP, SMALL_BUFF)
# self.add(start_graph)
self.play(
start_graph.stretch, ratio, 0, {"about_edge" : LEFT},
start_graph.highlight, graph.get_color(),
)
self.play(FadeOut(start_graph), Animation(graph))
self.remove(start_graph)
self.play(
Write(bps_label),
LaggedStart(FadeIn, braces),
*map(ShowCreation, v_lines),
run_time = 1
)
self.wait()
self.play(
FadeOut(v_lines),
FadeOut(braces),
bps_label.restore,
)
self.add(start_graph)
self.play(ReplacementTransform(
start_graph, graph, run_time = 3
))
def play_with_lower_frequency_signal(self):
freq = 0.1
#Wind up graph
graph = self.graph
pol_graph = self.get_polarized_mobject(graph, freq)
v_lines = self.get_v_lines_indicating_periods(freq)
self.v_lines_indicating_periods = v_lines
wps_label = self.get_winding_frequency_label()
wps_label.add_to_back(BackgroundRectangle(wps_label))
wps_label.move_to(self.circle_plane, UP)
self.play(
ReplacementTransform(
graph.copy(), pol_graph,
run_time = 2,
path_arc = -TAU/4,
),
FadeIn(wps_label),
)
self.change_frequency(freq, run_time = 0)
self.change_frequency(0.7)
self.wait()
def play_with_lower_frequency_signal(self):
pass
#Show center of mass
dot = Dot(
self.get_pol_graph_center_of_mass(),
color = self.center_of_mass_color
)
dot.save_state()
self.center_of_mass_dot = dot
com_words = TextMobject("Center of mass")
com_words.add_background_rectangle()
com_words.move_to(self.circle_plane, DOWN)
arrow = Arrow(
com_words.get_top(),
dot.get_center(),
buff = SMALL_BUFF,
color = self.center_of_mass_color
)
dot.move_to(arrow.get_start())
self.generate_center_of_mass_dot_update_anim()
def point_out_fourier_spike(self):
pass
self.play(
GrowArrow(arrow),
dot.restore,
Write(com_words)
)
self.wait()
self.play(*map(FadeOut, [arrow, com_words]))
self.change_frequency(0.0)
self.wait()
#Show fourier graph
fourier_graph = self.get_fourier_transform_graph(graph)
fourier_graph_update = self.get_fouier_graph_drawing_update_anim(
fourier_graph
)
x_coord_label = TextMobject(
"x-coordinate of center of mass"
)
x_coord_label.scale(self.text_scale_val)
x_coord_label.next_to(
self.frequency_axes.input_to_graph_point(
self.signal_frequency, fourier_graph
), UP
)
x_coord_label.highlight(self.center_of_mass_color)
self.generate_fourier_dot_transform(fourier_graph)
self.play(Write(x_coord_label))
self.change_frequency(
self.signal_frequency,
added_anims = [fourier_graph_update],
run_time = 10,
rate_func = smooth,
)
self.wait()
self.change_frequency(
self.frequency_axes.x_max,
added_anims = [fourier_graph_update],
run_time = 15,
rate_func = smooth,
)
self.wait()
self.set_variables_as_attrs(
fourier_graph,
fourier_graph_update,
)
class MixingUnmixingTODOStub(TODOStub):
CONFIG = {
"message" : "Insert mixing and unmixing of signals"
}
class ShowLinearity(DrawFrequencyPlot):
CONFIG = {
"high_freq_color": YELLOW,
"low_freq_color": PINK,
"sum_color": GREEN,
}
def construct(self):
self.remove(self.pi_creature)
self.show_sum_of_signals()
self.show_winding_with_sum_graph()
self.point_out_two_spikes()
def show_sum_of_signals(self):
pass
low_freq, high_freq = 2.0, 3.0
axes = self.get_time_axes()
axes_copy = axes.copy()
low_freq_graph = self.get_cosine_wave(
freq = low_freq, scale_val = 0.5,
)
high_freq_graph = self.get_cosine_wave(
freq = high_freq, scale_val = 0.5,
)
sum_graph = self.get_time_graph(
lambda t : sum([
low_freq_graph.underlying_function(t),
high_freq_graph.underlying_function(t),
])
)
VGroup(axes_copy, high_freq_graph).next_to(
axes, DOWN, MED_LARGE_BUFF
)
def play_with_sum_signal(self):
low_freq_label = TextMobject("%d Hz"%int(low_freq))
high_freq_label = TextMobject("%d Hz"%int(high_freq))
sum_label = TextMobject(
"%d Hz"%int(low_freq), "+",
"%d Hz"%int(high_freq)
)
trips = [
(low_freq_label, low_freq_graph, self.low_freq_color),
(high_freq_label, high_freq_graph, self.high_freq_color),
(sum_label, sum_graph, self.sum_color),
]
for label, graph, color in trips:
label.next_to(graph, UP)
graph.highlight(color)
label.highlight(color)
sum_label[0].match_color(low_freq_graph)
sum_label[2].match_color(highlight_freq_graph)
self.add(axes, low_freq_graph)
self.play(
FadeIn(axes_copy),
ShowCreation(high_freq_graph),
)
self.play(LaggedStart(
FadeIn, VGroup(high_freq_label, low_freq_label)
))
self.wait()
self.play(
ReplacementTransform(axes_copy, axes),
ReplacementTransform(high_freq_graph, sum_graph),
ReplacementTransform(low_freq_graph, sum_graph),
)
def show_winding_with_sum_graph(self):
pass
def point_out_two_spikes(self):
@ -1523,10 +1706,6 @@ class ShowLinearity(DrawFrequencyPlot):

View file

@ -187,7 +187,6 @@ class PatreonEndScreen(PatreonThanks):
run_time = self.run_time,
)
class ExternallyAnimatedScene(Scene):
def construct(self):
raise Exception("Don't actually run this class.")