Up to definition of zeta in complex numbers

This commit is contained in:
Grant Sanderson
2016-12-02 13:12:58 -08:00
parent 21f75ae195
commit b4af73616f
4 changed files with 413 additions and 27 deletions

View File

@ -77,21 +77,28 @@ class Camera(object):
if isinstance(mobject, VMobject):
vmobjects.append(mobject)
elif isinstance(mobject, PMobject):
self.display_multiple_vectorized_mobjects(vmobjects)
vmobjects = []
self.display_point_cloud(
mobject.points, mobject.rgbs,
self.adjusted_thickness(mobject.stroke_width)
)
#TODO, more? Call out if it's unknown?
self.display_multiple_vectorized_mobjects(vmobjects)
def display_multiple_vectorized_mobjects(self, vmobjects):
if len(vmobjects) == 0:
return
#More efficient to bundle together in one "canvas"
image = Image.fromarray(self.pixel_array, mode = "RGB")
canvas = aggdraw.Draw(image)
for vmobject in vmobjects:
self.display_vectorized(vmobject, canvas)
canvas.flush()
self.pixel_array[:,:] = np.array(image)
def display_region(self, region):
(h, w) = self.pixel_shape
scalar = 2*self.space_shape[0] / h

View File

@ -13,12 +13,12 @@ class ImageMobject(PMobject):
Automatically filters out black pixels
"""
CONFIG = {
"filter_color" : "black",
"invert" : True,
"use_cache" : True,
"filter_color" : "black",
"invert" : False,
"use_cache" : True,
"stroke_width" : 1,
"scale_factorue" : 1.0,
"should_center" : True,
"scale_factorue": 1.0,
"should_center" : True,
}
def __init__(self, image_file, **kwargs):
digest_locals(self)

View File

@ -184,7 +184,7 @@ class NumberPlane(VMobject):
def num_pair_to_point(self, pair):
pair = np.array(pair) + self.num_pair_at_center
result = self.get_center()
result = self.axes.get_center()
result[0] += pair[0]*self.space_unit_to_x_unit
result[1] += pair[1]*self.space_unit_to_y_unit
return result

419
zeta.py
View File

@ -51,7 +51,8 @@ class ComplexTransformationScene(Scene):
"thincken_lines_after_transformation" : False,
"default_apply_complex_function_kwargs" : {
"run_time" : 5,
}
},
"background_label_scale_val" : 0.5,
}
def setup(self):
self.foreground_mobjects = []
@ -80,25 +81,30 @@ class ComplexTransformationScene(Scene):
)
def add_background_plane(self):
background = NumberPlane().fade()
background = NumberPlane(**self.plane_config).fade()
real_labels = VGroup(*[
TexMobject(str(x)).shift(x*RIGHT)
TexMobject(str(x)).shift(
background.num_pair_to_point((x, 0))
)
for x in range(int(self.x_min), int(self.x_max)+1)
])
imag_labels = VGroup(*[
TexMobject("%di"%y).shift(y*UP)
TexMobject("%di"%y).shift(
background.num_pair_to_point((0, y))
)
for y in range(int(self.y_min), int(self.y_max)+1)
if y != 0
])
for labels in real_labels, imag_labels:
for label in labels:
label.scale_in_place(0.5)
label.scale_in_place(self.background_label_scale_val)
label.next_to(label.get_center(), DOWN+LEFT, buff = SMALL_BUFF)
label.add_background_rectangle()
background.add(labels)
self.real_labels = real_labels
self.imag_labels = imag_labels
self.add(background)
self.background = background
def add_transformable_plane(self, animate = False):
self.plane_config.update({
@ -575,10 +581,14 @@ class DefineForRealS(PiCreatureScene):
arrow = self.arrow
smaller_words = self.smaller_words
bigger_words = TextMobject("Getting \\emph{bigger}?")
bigger_words.move_to(self.smaller_words)
#plug in -1
self.transition_to_new_input(zeta_def, -1, "-\\frac{1}{12}")
self.change_mode("confused")
self.play(
Transform(self.smaller_words, bigger_words),
self.pi_creature.change_mode, "confused"
)
new_sum_terms = TexMobject(
list("1+2+3+4+") + ["\\cdots"]
)
@ -590,12 +600,10 @@ class DefineForRealS(PiCreatureScene):
self.play(
Transform(sum_terms, new_sum_terms),
Transform(brace, new_brace),
sigma.next_to, new_brace, UP
)
self.play(
sigma.next_to, new_brace, UP,
MoveToTarget(arrow),
Transform(smaller_words, bigger_words),
self.final_sum.next_to, sum_terms, RIGHT
self.final_sum.next_to, new_sum_terms, RIGHT
)
self.dither(3)
@ -669,8 +677,10 @@ class DefineForRealS(PiCreatureScene):
for s1, s2 in zip(power_sums, power_sums[1:])
])
lines.set_stroke(width = line_thickness)
VGroup(*lines[:4]).gradient_highlight(RED, GREEN_B)
VGroup(*lines[4:]).gradient_highlight(GREEN_B, MAROON_B)
# VGroup(*lines[:4]).gradient_highlight(RED, GREEN_B)
# VGroup(*lines[4:]).gradient_highlight(GREEN_B, MAROON_B)
VGroup(*lines[::2]).highlight(MAROON_B)
VGroup(*lines[1::2]).highlight(RED)
braces = VGroup(*[
Brace(line, UP)
@ -684,7 +694,7 @@ class DefineForRealS(PiCreatureScene):
final_dot = Dot(
self.number_line.number_to_point(power_sums[-1]),
color = MAROON_B
color = GREEN_B
)
return lines, braces, dots, final_dot
@ -705,13 +715,382 @@ class DefineForRealS(PiCreatureScene):
self.pi_creature.change_mode, "pondering"
)
class IgnoreNegatives(TeacherStudentsScene):
def construct(self):
definition = TexMobject("""
\\zeta(s) = \\sum_{n=1}^{\\infty} \\frac{1}{n^s}
""")
VGroup(definition[2], definition[-1]).highlight(YELLOW)
definition.to_corner(UP+LEFT)
self.add(definition)
brace = Brace(definition, DOWN)
only_s_gt_1 = brace.get_text("""
Only defined
for $s > 1$
""")
only_s_gt_1[-3].highlight(YELLOW)
self.change_student_modes(*["confused"]*3)
words = TextMobject(
"Ignore $s \\le 1$ \\dots \\\\",
"For now."
)
words[0][6].highlight(YELLOW)
words[1].highlight(BLACK)
self.teacher_says(words)
self.play(words[1].highlight, WHITE)
self.change_student_modes(*["happy"]*3)
self.play(
GrowFromCenter(brace),
Write(only_s_gt_1),
*it.chain(*[
[pi.look_at, definition]
for pi in self.get_everyone()
])
)
self.random_blink(3)
class RiemannFatherOfComplex(ComplexTransformationScene):
def construct(self):
name = TextMobject(
"Bernhard Riemann $\\rightarrow$ Complex analysis"
)
name.to_corner(UP+LEFT)
name.shift(0.25*DOWN)
name.add_background_rectangle()
# photo = Square()
photo = ImageMobject("Riemann", invert = False)
photo.scale_to_fit_width(5)
photo.next_to(name, DOWN, aligned_edge = LEFT)
self.add(photo)
self.play(Write(name))
self.dither()
input_dot = Dot(2*RIGHT+UP, color = YELLOW)
arc = Arc(-2*np.pi/3)
arc.rotate(-np.pi)
arc.add_tip()
arc.shift(input_dot.get_top()-arc.points[0]+SMALL_BUFF*UP)
output_dot = Dot(
arc.points[-1] + SMALL_BUFF*(2*RIGHT+DOWN),
color = MAROON_B
)
for dot, tex in (input_dot, "z"), (output_dot, "f(z)"):
dot.label = TexMobject(tex)
dot.label.add_background_rectangle()
dot.label.next_to(dot, DOWN+RIGHT, buff = SMALL_BUFF)
dot.label.highlight(dot.get_color())
self.play(
ShowCreation(input_dot),
Write(input_dot.label)
)
self.play(ShowCreation(arc))
self.play(
ShowCreation(output_dot),
Write(output_dot.label)
)
self.dither()
class FromRealToComplex(ComplexTransformationScene):
CONFIG = {
"plane_config" : {
"space_unit_to_x_unit" : 2,
"space_unit_to_y_unit" : 2,
},
"background_label_scale_val" : 0.7,
"output_color" : GREEN_B,
}
def construct(self):
self.handle_background()
self.show_real_to_real()
self.transition_to_complex()
self.single_out_complex_exponent()
##Fade to several scenes defined below
self.show_s_equals_two_lines()
self.transition_to_spiril_sum()
self.vary_complex_input()
self.show_domain_of_convergence()
def handle_background(self):
self.remove(self.background)
#Oh yeah, this is great practice...
self.background[-1].remove(*self.background[-1][-3:])
def show_real_to_real(self):
zeta = self.get_zeta_definition("2", "\\frac{\\pi^2}{6}")
number_line = NumberLine(
space_unit_to_num = 2,
tick_frequency = 0.5,
numbers_with_elongated_ticks = range(-2, 3)
)
number_line.add_numbers()
input_dot = Dot(number_line.number_to_point(2))
input_dot.highlight(YELLOW)
output_dot = Dot(number_line.number_to_point(np.pi**2/6))
output_dot.highlight(self.output_color)
arc = Arc(
2*np.pi/3, start_angle = np.pi/6,
)
arc.stretch_to_fit_width(
(input_dot.get_center()-output_dot.get_center())[0]
)
arc.stretch_to_fit_height(0.5)
arc.next_to(input_dot.get_center(), UP, aligned_edge = RIGHT)
arc.add_tip()
two = zeta[1][2].copy()
sum_term = zeta[-1]
self.add(number_line, *zeta[:-1])
self.dither()
self.play(Transform(two, input_dot))
self.remove(two)
self.add(input_dot)
self.play(ShowCreation(arc))
self.play(ShowCreation(output_dot))
self.play(Transform(output_dot.copy(), sum_term))
self.remove(*self.get_mobjects_from_last_animation())
self.add(sum_term)
self.dither(2)
self.play(
ShowCreation(
self.background,
run_time = 2
),
FadeOut(VGroup(arc, output_dot, number_line)),
Animation(zeta),
Animation(input_dot)
)
self.dither(2)
self.zeta = zeta
self.input_dot = input_dot
def transition_to_complex(self):
complex_zeta = self.get_zeta_definition("2+i", "???")
input_dot = self.input_dot
input_dot.generate_target()
input_dot.target.move_to(
self.background.num_pair_to_point((2, 1))
)
input_label = TexMobject("2+i")
input_label.highlight(YELLOW)
input_label.next_to(input_dot.target, DOWN+RIGHT, buff = SMALL_BUFF)
input_label.add_background_rectangle()
input_label.save_state()
input_label.replace(VGroup(*complex_zeta[1][2:5]))
input_label.background_rectangle.scale_in_place(0.01)
self.input_label = input_label
self.play(Transform(self.zeta, complex_zeta))
self.dither()
self.play(
input_label.restore,
MoveToTarget(input_dot)
)
self.dither(2)
def single_out_complex_exponent(self):
frac_scale_factor = 1.2
randy = Randolph()
randy.to_corner()
bubble = randy.get_bubble(height = 4)
bubble.set_fill(BLACK, opacity = 1)
pre_frac = self.zeta[2][2].copy()
frac = VGroup(
VectorizedPoint(pre_frac.get_left()),
VGroup(*pre_frac[:3]),
VectorizedPoint(pre_frac.get_right()),
VGroup(*pre_frac[3:])
)
frac.generate_target()
frac.target.scale(frac_scale_factor)
bubble.add_content(frac.target)
new_frac = TexMobject(
"\\Big(", "\\frac{1}{2}", "\\Big)", "^{2+i}"
)
new_frac[-1].highlight(YELLOW)
new_frac.scale(frac_scale_factor)
new_frac.move_to(frac.target)
new_frac.shift(LEFT+0.2*UP)
words = TextMobject("Not repeated \\\\", " multiplication")
words.scale(0.8)
words.highlight(RED)
words.next_to(new_frac, RIGHT)
new_words = TextMobject("Not \\emph{super} \\\\", "crucial to know...")
new_words.replace(words)
new_words.scale_in_place(1.3)
self.play(FadeIn(randy))
self.play(
randy.change_mode, "confused",
randy.look_at, bubble,
ShowCreation(bubble),
MoveToTarget(frac)
)
self.play(Blink(randy))
self.play(Transform(frac, new_frac))
self.play(Write(words))
for x in range(2):
self.dither(2)
self.play(Blink(randy))
self.play(
Transform(words, new_words),
randy.change_mode, "maybe"
)
self.dither()
self.play(Blink(randy))
self.play(randy.change_mode, "happy")
self.dither()
self.play(*map(FadeOut, [randy, bubble, frac, words]))
def show_s_equals_two_lines(self):
self.input_label.save_state()
zeta = self.get_zeta_definition("2", "\\frac{\\pi^2}{6}")
lines, output_dot = self.get_sum_lines(2)
sum_terms = self.zeta[2][:-1:2]
dots_copy = zeta[2][-1].copy()
pi_copy = zeta[3].copy()
def transform_and_replace(m1, m2):
self.play(Transform(m1, m2))
self.remove(m1)
self.add(m2)
self.play(
self.input_dot.shift, 2*DOWN,
self.input_label.fade, 0.7,
)
self.play(Transform(self.zeta, zeta))
for term, line in zip(sum_terms, lines):
line.save_state()
line.next_to(term, DOWN)
term_copy = term.copy()
transform_and_replace(term_copy, line)
self.play(line.restore)
later_lines = VGroup(*lines[4:])
transform_and_replace(dots_copy, later_lines)
self.dither()
transform_and_replace(pi_copy, output_dot)
self.dither()
self.lines = lines
self.output_dot = output_dot
def transition_to_spiril_sum(self):
zeta = self.get_zeta_definition("2+i", "1.15 - 0.44i")
zeta.scale_to_fit_width(2*SPACE_WIDTH-1)
zeta.to_corner(UP+LEFT)
lines, output_dot = self.get_sum_lines(complex(2, 1))
self.play(
self.input_dot.shift, 2*UP,
self.input_label.restore,
)
self.dither()
self.play(Transform(self.zeta, zeta))
self.dither()
self.play(
Transform(self.lines, lines),
Transform(self.output_dot, output_dot),
run_time = 2,
path_arc = -np.pi/6,
)
self.dither()
def vary_complex_input(self):
zeta = self.get_zeta_definition("s", "")
zeta[3].highlight(BLACK)
self.play(Transform(self.zeta, zeta))
self.play(FadeOut(self.input_label))
self.dither(2)
inputs = [
complex(1.2, 1),
complex(1.2, -1),
complex(3, -1),
complex(1, 1),
complex(0.8, -1),
complex(0.8, -14.135),
# complex(2, 1),
]
for s in inputs:
input_point = self.z_to_point(s)
lines, output_dot = self.get_sum_lines(s)
self.play(
self.input_dot.move_to, input_point,
Transform(self.lines, lines),
Transform(self.output_dot, output_dot),
run_time = 2
)
self.dither()
def show_domain_of_convergence(self):
pass
def get_zeta_definition(self, input_string, output_string, input_color = YELLOW):
inputs = VGroup()
num_shown_terms = 4
n_input_chars = len(input_string)
zeta_s_eq = TexMobject("\\zeta(%s) = "%input_string)
zeta_s_eq.to_edge(LEFT, buff = LARGE_BUFF)
zeta_s_eq.shift(0.5*UP)
inputs.add(*zeta_s_eq[2:2+n_input_chars])
sum_terms = TexMobject(*it.chain(*zip(
[
"\\frac{1}{%d^{%s}}"%(d, input_string)
for d in range(1, 1+num_shown_terms)
],
it.cycle(["+"])
)))
sum_terms.add(TexMobject("\\cdots").next_to(sum_terms[-1]))
sum_terms.next_to(zeta_s_eq, RIGHT)
for x in range(num_shown_terms):
inputs.add(*sum_terms[2*x][-n_input_chars:])
output = TexMobject("= \\," + output_string)
output.next_to(sum_terms, RIGHT)
output.highlight(self.output_color)
inputs.highlight(input_color)
group = VGroup(zeta_s_eq, sum_terms, output)
group.to_edge(UP)
group.add_to_back(BackgroundRectangle(group))
return group
def z_to_point(self, z):
return self.background.num_pair_to_point((z.real, z.imag))
def get_sum_lines(self, exponent, line_thickness = 6):
num_lines = 200
powers = [0] + [x**(-exponent) for x in range(1, num_lines)]
power_sums = np.cumsum(powers)
lines = VGroup(*[
Line(*map(self.z_to_point, z_pair))
for z_pair in zip(power_sums, power_sums[1:])
])
lines.set_stroke(width = line_thickness)
# VGroup(*lines[:4]).gradient_highlight(RED, GREEN_B)
# VGroup(*lines[4:]).gradient_highlight(GREEN_B, MAROON_B)
VGroup(*lines[::2]).highlight(MAROON_B)
VGroup(*lines[1::2]).highlight(RED)
final_dot = Dot(
self.z_to_point(power_sums[-1]),
color = self.output_color
)
return lines, final_dot