movementboxes added
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1 changed files with 72 additions and 5 deletions
77
malaria.py
77
malaria.py
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@ -21,7 +21,7 @@ class Model:
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self.mosquitodens = mosquitodens
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self.mosquitodens = mosquitodens
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# Percentage of humans that are immune
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# Percentage of humans that are immune
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self.immunepct = immunepct
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self.immunepct = immunepct
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# Chance for a mosquito to be infected
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# Chance for a mosquito to be infectuous
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self.mosqinfpct = mosqinfpct
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self.mosqinfpct = mosqinfpct
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# Chance for a human to be infected by a mosquito bite
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# Chance for a human to be infected by a mosquito bite
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self.hm_infpct = hm_infpct
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self.hm_infpct = hm_infpct
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@ -88,7 +88,28 @@ class Model:
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# Now let's kill them
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# Now let's kill them
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self.grid[infected[deaths][:, 0], infected[deaths][:, 1]] = Human.DEAD
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self.grid[infected[deaths][:, 0], infected[deaths][:, 1]] = Human.DEAD
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def get_movementbox(self, x, y):
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"""
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Returns indices of a moore neighbourhood around the given index
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"""
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x_min = (x - 1)
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x_max = (x + 1)
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y_min = (y - 1)
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y_max = (y + 1)
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indices = [(i % self.width, j % self.height) for i in range(x_min, x_max + 1)
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for j in range(y_min, y_max + 1)]
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return indices
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def move_mosquitos(self):
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pass
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def gen_humans(self):
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def gen_humans(self):
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"""
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Fill the grid with humans that can either be healthy or infected
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"""
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# Calculate the probabilities
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# Calculate the probabilities
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p_dead = 1 - self.humandens
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p_dead = 1 - self.humandens
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p_immune = self.humandens * self.immunepct
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p_immune = self.humandens * self.immunepct
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@ -100,21 +121,57 @@ class Model:
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p=(p_dead, p_healthy, p_immune))
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p=(p_dead, p_healthy, p_immune))
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def gen_mosquitos(self):
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def gen_mosquitos(self):
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count = self.width * self.height * self.mosquitodens
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"""
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Generate the list of mosquitos
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"""
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mosquitos = []
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count = int(self.width * self.height * self.mosquitodens)
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# generate random x and y coordinates
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xs = np.random.randint(0, self.width, count)
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ys = np.random.randint(0, self.height, count)
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coords = list(zip(xs, ys))
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# generate the mosquitos
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for coord in coords:
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# determine if the mosquito is infected
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infected = random.uniform(0, 1) < self.mosqinfpct
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# determine if the mosquito starts out hungry
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hungry = random.uniform(0, 1) < self.mhungrypct
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mosquitos.append(Mosquito(coord[0], coord[1], infected, hungry))
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return mosquitos
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def run(self):
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def run(self):
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"""
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This functions runs the simulation
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"""
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for t in range(self.time_steps):
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for t in range(self.time_steps):
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self.step()
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self.step()
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self.draw(t)
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self.draw(t)
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def step(self):
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def step(self):
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# self.do_malaria()
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"""
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Step through a timestep of the simulation
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"""
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# check who dies from malaria
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self.do_malaria()
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# check if people die from other causes
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self.recycle_human()
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self.recycle_human()
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# move mosquitos
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self.move_mosquitos()
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def draw(self, t):
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def draw(self, t: int):
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# this function draws the humans
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# this function draws the humans
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plt.title("t={}".format(t))
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plt.title("t={}".format(t))
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# draw the grid
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plt.imshow(self.grid, cmap=self.colors, norm=self.norm)
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plt.imshow(self.grid, cmap=self.colors, norm=self.norm)
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# draw mosquitos
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for mos in self.mosquitos:
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plt.plot(mos.x, mos.y, mos.get_color()+mos.get_shape())
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plt.pause(0.0001)
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plt.pause(0.0001)
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plt.clf()
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plt.clf()
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@ -128,6 +185,14 @@ class Mosquito:
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self.infected = infected
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self.infected = infected
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self.hungry = hungry
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self.hungry = hungry
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def get_color(self):
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# returns the color for drawing, red if infected blue otherwise
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return "r" if self.infected else "b"
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def get_shape(self):
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# return the shape for drawing, o if hungry + otherwise
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return "o" if self.hungry else "+"
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class Human(IntEnum):
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class Human(IntEnum):
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DEAD = 0
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DEAD = 0
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@ -138,5 +203,7 @@ class Human(IntEnum):
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if __name__ == "__main__":
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if __name__ == "__main__":
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model = Model()
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model = Model()
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model.run()
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# model.run()
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print(model.get_movementbox(0,0))
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