From 9ee15bb60e5f726618be26bfa06206b1986e67df Mon Sep 17 00:00:00 2001 From: BoSott Date: Tue, 3 Aug 2021 11:30:58 +0200 Subject: [PATCH 01/23] improve readability of the main function --- main.py | 81 ++++++++++++++++++++++++++++++++++++++++----------------- 1 file changed, 57 insertions(+), 24 deletions(-) diff --git a/main.py b/main.py index 9aac7f0..31b8c08 100644 --- a/main.py +++ b/main.py @@ -8,33 +8,66 @@ import matplotlib.pyplot as plt import random -# defining the number of steps -n = 100000 +def usr_input(): + # command line stuff + pass -# creating two array for containing x and y coordinate -# of size equals to the number of size and filled up with 0's -x = numpy.zeros(n) -y = numpy.zeros(n) # filling the coordinates with random variables -for i in range(1, n): - val = random.randint(1, 4) - if val == 1: - x[i] = x[i - 1] + 1 - y[i] = y[i - 1] - elif val == 2: - x[i] = x[i - 1] - 1 - y[i] = y[i - 1] - elif val == 3: - x[i] = x[i - 1] - y[i] = y[i - 1] + 1 - else: - x[i] = x[i - 1] - y[i] = y[i - 1] - 1 +def normal_walker(n, x, y): + for pos in range(1, n): + direction = random.randint(1, 4) + # go east + if direction == 1: + x[pos] = x[pos - 1] + 1 + y[pos] = y[pos - 1] + # go west + elif direction == 2: + x[pos] = x[pos - 1] - 1 + y[pos] = y[pos - 1] + # go north + elif direction == 3: + x[pos] = x[pos - 1] + y[pos] = y[pos - 1] + 1 + # go south + else: + x[pos] = x[pos - 1] + y[pos] = y[pos - 1] - 1 + +def fast_walker(): + pass + +def add_landscape(): + pass + +def some_other_wlaker(): + pass # plotting the walk -plt.title("Random Walk ($n = " + str(n) + "$ steps)") -plt.plot(x, y) -plt.savefig("./rand_walk_{}.png".format(n)) -plt.show() \ No newline at end of file +def plot_walk(n, x, y): + plt.title("Random Walk ($n = " + str(n) + "$ steps)") + plt.plot(x, y) + plt.savefig("./rand_walk_{}.png".format(n)) + plt.show() + + +def main(): + #TODO document in the README + + # defining the number of steps + n = 10000 + + # creating two array for containing x and y coordinate + # of size equals to the number of size and filled up with 0's + x = numpy.zeros(n) + y = numpy.zeros(n) + + # multiple walkers + normal_walker(n, x, y) + + plot_walk(n, x, y) + + +if __name__ == "__main__": + main() \ No newline at end of file From c1841178cdae2bf3ef54e839c916a0ab73044693 Mon Sep 17 00:00:00 2001 From: BoSott Date: Tue, 3 Aug 2021 11:41:58 +0200 Subject: [PATCH 02/23] step_size implemented in walker function --- main.py | 29 +++++++++++++++++++---------- 1 file changed, 19 insertions(+), 10 deletions(-) diff --git a/main.py b/main.py index 31b8c08..fdbee88 100644 --- a/main.py +++ b/main.py @@ -14,33 +14,40 @@ def usr_input(): # filling the coordinates with random variables -def normal_walker(n, x, y): +def walker(n, step_size, x, y): + """ + Normal random walker with step size 1 + :param n: number of steps + :param x: empty numpy array consisting of n zeros + :param y: empty numpy array consisting of n zeros + :return: x, y numpy arrays + """ for pos in range(1, n): direction = random.randint(1, 4) # go east if direction == 1: - x[pos] = x[pos - 1] + 1 + x[pos] = x[pos - 1] + step_size y[pos] = y[pos - 1] # go west elif direction == 2: - x[pos] = x[pos - 1] - 1 + x[pos] = x[pos - 1] - step_size y[pos] = y[pos - 1] # go north elif direction == 3: x[pos] = x[pos - 1] - y[pos] = y[pos - 1] + 1 + y[pos] = y[pos - 1] + step_size # go south else: x[pos] = x[pos - 1] - y[pos] = y[pos - 1] - 1 + y[pos] = y[pos - 1] - step_size + return x, y -def fast_walker(): - pass def add_landscape(): pass def some_other_wlaker(): + # maybe morsche neighbourhood pass @@ -53,7 +60,7 @@ def plot_walk(n, x, y): def main(): - #TODO document in the README + #TODO document everything in the README # defining the number of steps n = 10000 @@ -62,10 +69,12 @@ def main(): # of size equals to the number of size and filled up with 0's x = numpy.zeros(n) y = numpy.zeros(n) - + step_size = 10 # multiple walkers - normal_walker(n, x, y) + normal_walker(n, step_size, x, y) + + # x, y = fast_walker(n, x, y) plot_walk(n, x, y) From 4f5a844ff9544e05bb01a2c06c037c6304e4e8f2 Mon Sep 17 00:00:00 2001 From: BoSott Date: Tue, 3 Aug 2021 14:43:26 +0200 Subject: [PATCH 03/23] added rudimentary landscape walker --- main.py | 112 +++++++++++++++++++++++++++++++++++++++++++++++++------- 1 file changed, 98 insertions(+), 14 deletions(-) diff --git a/main.py b/main.py index fdbee88..6149535 100644 --- a/main.py +++ b/main.py @@ -4,9 +4,11 @@ # Python code for 2D random walk. # Source: https://www.geeksforgeeks.org/random-walk-implementation-python/ -import numpy + import matplotlib.pyplot as plt import random +import numpy as np +import math def usr_input(): # command line stuff @@ -14,26 +16,29 @@ def usr_input(): # filling the coordinates with random variables -def walker(n, step_size, x, y): +def walker(n, x, y, step_size=1, direction_set=("NORTH", "SOUTH", "EAST", "WEST")): """ Normal random walker with step size 1 :param n: number of steps + :param step_size: defines the size of the steps :param x: empty numpy array consisting of n zeros :param y: empty numpy array consisting of n zeros + :param direction_set: defines a set of directions, default values North, South, East, West :return: x, y numpy arrays """ + for pos in range(1, n): - direction = random.randint(1, 4) + direction = random.choice(direction_set) # go east - if direction == 1: + if direction == "EAST": x[pos] = x[pos - 1] + step_size y[pos] = y[pos - 1] # go west - elif direction == 2: + elif direction == "WEST": x[pos] = x[pos - 1] - step_size y[pos] = y[pos - 1] # go north - elif direction == 3: + elif direction == "NORTH": x[pos] = x[pos - 1] y[pos] = y[pos - 1] + step_size # go south @@ -43,10 +48,83 @@ def walker(n, step_size, x, y): return x, y -def add_landscape(): - pass +def check_landscape(landscape, position): + if landscape[position[0], position[1]] != 1: + return True + return False -def some_other_wlaker(): +def landscape_walker(n, landscape, step_size=1, direction_set=("NORTH", "SOUTH", "EAST", "WEST")): + """ + Normal random walker with step size 1 + :param n: number of steps + :param step_size: defines the size of the steps + :param x: empty numpy array consisting of n zeros + :param y: empty numpy array consisting of n zeros + :param direction_set: defines a set of directions, default values North, South, East, West + :return: x, y numpy arrays + """ + + curr_pos = [33, 33] + future_pos = [33, 33] + check = False + for step in range(1, n): + check = False + while not check: + direction = random.choice(direction_set) + if direction == "EAST": + future_pos[1] = curr_pos[1] + 1 + check = check_landscape(landscape, future_pos) + if check: + landscape[future_pos[0], future_pos[1]] = 2 + elif direction == "WEST": + future_pos[1] = curr_pos[1] - 1 + check = check_landscape(landscape, future_pos) + if check: + landscape[future_pos[0], future_pos[1]] = 2 + elif direction == "NORTH": + future_pos[0] = curr_pos[0] + 1 + check = check_landscape(landscape, future_pos) + if check: + landscape[future_pos[0], future_pos[1]] = 2 + else: + future_pos[0] = curr_pos[0] - 1 + check = check_landscape(landscape, future_pos) + if check: + landscape[future_pos[0], future_pos[1]] = 2 + + curr_pos = future_pos + + return landscape + + +def generate_area(landscape: bool, n: int, fill = 0.1): + # old stuff + x, y = np.zeros(n), np.zeros(n) + if not landscape: + return x, y + + # new stuff + #TODO account for all fill points -> this method does not account for all + arr = np.zeros((n, n)) + + total_area = arr.size + fill_area = int(total_area * fill) + if fill_area % 2 == 1: + fill_area += 1 + side_length = int(math.sqrt(fill_area)) + + centre = n / 2 + + # centre with x, y + upper_left = (int(centre - side_length / 2), int(centre - side_length / 2)) + + for x in range(side_length): + for y in range(side_length): + arr[upper_left[0] + y, upper_left[1] + x] = 1 + return arr + + +def some_other_walker(): # maybe morsche neighbourhood pass @@ -55,7 +133,7 @@ def some_other_wlaker(): def plot_walk(n, x, y): plt.title("Random Walk ($n = " + str(n) + "$ steps)") plt.plot(x, y) - plt.savefig("./rand_walk_{}.png".format(n)) + # plt.savefig("./rand_walk_{}.png".format(n)) plt.show() @@ -65,18 +143,24 @@ def main(): # defining the number of steps n = 10000 + landscape = generate_area(True, int(n/100), 0.1) + walk = landscape_walker(int(n/100), landscape) + + plt.imshow(walk) + plt.show() + # creating two array for containing x and y coordinate # of size equals to the number of size and filled up with 0's - x = numpy.zeros(n) - y = numpy.zeros(n) + x, y = generate_area(False, n) step_size = 10 # multiple walkers - normal_walker(n, step_size, x, y) + walker(n, x, y, step_size) # x, y = fast_walker(n, x, y) plot_walk(n, x, y) + if __name__ == "__main__": - main() \ No newline at end of file + main() From d71f078d74d16bf3fbd481e0727d4353c5e9f42b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Michal=20Kol=C3=A1=C5=99?= Date: Tue, 3 Aug 2021 15:32:16 +0200 Subject: [PATCH 04/23] multiple walkers implemented --- main.py | 68 +++++++++++++++++++++++++++++++++++++++------------- test_plot.py | 0 2 files changed, 51 insertions(+), 17 deletions(-) create mode 100644 test_plot.py diff --git a/main.py b/main.py index 31b8c08..47dd49a 100644 --- a/main.py +++ b/main.py @@ -4,18 +4,29 @@ # Python code for 2D random walk. # Source: https://www.geeksforgeeks.org/random-walk-implementation-python/ -import numpy +import numpy as np import matplotlib.pyplot as plt import random +import sys -def usr_input(): - # command line stuff - pass + +def user_input(): + try: + walkers = int(sys.argv[1]) + steps = int(sys.argv[2]) + dif_start = bool(int(sys.argv[3])) + except Exception as err: + print("Incorrect input: ", err) + sys.exit() + return walkers, steps, dif_start # filling the coordinates with random variables -def normal_walker(n, x, y): - for pos in range(1, n): +def normal_walker(steps, x, y, dif_start): + if dif_start is True: + x[0] = random.randint(-10, 10) + y[0] = random.randint(-10, 10) + for pos in range(1, steps): direction = random.randint(1, 4) # go east if direction == 1: @@ -33,6 +44,20 @@ def normal_walker(n, x, y): else: x[pos] = x[pos - 1] y[pos] = y[pos - 1] - 1 + return x, y + + +def multiple_walkers(steps, x, y, walkers, dif_start): + xlist = [] + ylist = [] + for w in range(walkers): + x_axis, y_axis = normal_walker(steps, x, y, dif_start) + xlist.append(x_axis) + ylist.append(y_axis) + x = np.zeros(steps) + y = np.zeros(steps) + return xlist, ylist + def fast_walker(): pass @@ -45,10 +70,21 @@ def some_other_wlaker(): # plotting the walk -def plot_walk(n, x, y): - plt.title("Random Walk ($n = " + str(n) + "$ steps)") - plt.plot(x, y) - plt.savefig("./rand_walk_{}.png".format(n)) +def plot_walkers(steps, walkers, xlist, ylist): + fig = plt.figure(figsize=(8,8), dpi=200) + ax = fig.add_subplot(111) + color = iter(plt.cm.rainbow(np.linspace(0, 1, walkers))) + for w in range(walkers): + c = next(color) + pathX = xlist[w] + pathY = ylist[w] + ax.scatter(pathX, pathY, color=c, alpha=0.25, s=1) + ax.plot(pathX, pathY, color=c, alpha=0.25, lw=2, label='%s. walker' % (w+1)) + ax.plot(pathX[0],pathY[0], color=c, marker='o') + ax.plot(pathX[-1], pathY[-1], color=c, marker='+') + plt.legend() + plt.title("Random Walk (Number of walkers = " + str(walkers) + ", $n = " + str(steps) + "$ steps)") + plt.savefig(".\\rand_walk_{}_{}.png".format(walkers, steps)) plt.show() @@ -56,18 +92,16 @@ def main(): #TODO document in the README # defining the number of steps - n = 10000 - + walkers, steps, dif_start = user_input() # creating two array for containing x and y coordinate # of size equals to the number of size and filled up with 0's - x = numpy.zeros(n) - y = numpy.zeros(n) + x = np.zeros(steps) + y = np.zeros(steps) # multiple walkers - normal_walker(n, x, y) - - plot_walk(n, x, y) + listX, listY = multiple_walkers(steps, x, y, walkers, dif_start) + plot_walkers(steps, walkers, listX, listY) if __name__ == "__main__": main() \ No newline at end of file diff --git a/test_plot.py b/test_plot.py new file mode 100644 index 0000000..e69de29 From ad8e7a5ebb396bc3775fef72027dea86ede1b200 Mon Sep 17 00:00:00 2001 From: BoSott Date: Tue, 3 Aug 2021 16:34:52 +0200 Subject: [PATCH 05/23] command line input implemented using click --- main.py | 146 ++++++++++++++++++++++++++++++++++++++++------- requirements.txt | 4 ++ setup.py | 14 +++++ 3 files changed, 144 insertions(+), 20 deletions(-) create mode 100644 requirements.txt create mode 100644 setup.py diff --git a/main.py b/main.py index 6149535..bf57107 100644 --- a/main.py +++ b/main.py @@ -9,13 +9,97 @@ import random import numpy as np import math - -def usr_input(): - # command line stuff - pass +import sys +import click + + +_total_steps_option = [ + click.option( + "--total_steps", + "-ts", + default=10000, + type=int, + help="Specify the number of total steps for the random walker, Default is 10,000", + ) +] + +_total_walkers_option = [ + click.option( + "--total_walkers", + "-tw", + default=1, + type=int, + help="Specify the number of total walkers, Default is 1", + ) +] + +_step_size_option = [ + click.option( + "--step_size", + "-ss", + default=1, + type=int, + help="Specify the size of the steps taken, Default is 1", + ) +] + +_landscape_option = [ + click.option( + "--landscape", + "-l", + default=False, + type=bool, + help="Specify whether a grid landscape exists as base layer or not, Default is False", + ) +] + +_start_point_option = [ + click.option( + "--start_point", + "-sp", + default=False, + type=bool, + help="Specify whether the walkers shall start from the same point or not, Default is False", + ) +] + + +def add_options(options): + """Functions adds options to cli.""" + + def _add_options(func): + for option in reversed(options): + func = option(func) + return func + + return _add_options + + +@click.group() +@click.option('--verbose', is_flag=False, help="Will print verbose messages.") +def cli(verbose: bool) -> None: + if verbose: + click.echo("We are in the verbose mode.") + click.echo("Hello World, inside the cli function") + + +@cli.command() +@add_options(_total_steps_option) +@add_options(_total_walkers_option) +@add_options(_step_size_option) +@add_options(_landscape_option) +@add_options(_start_point_option) +def run( + total_steps: int, + total_walkers: int, + step_size: int, + landscape: bool, + start_point: bool, +) -> None: + """ execute command to generate random walkers """ + main_clicks(total_steps, total_walkers, step_size, landscape, start_point) -# filling the coordinates with random variables def walker(n, x, y, step_size=1, direction_set=("NORTH", "SOUTH", "EAST", "WEST")): """ Normal random walker with step size 1 @@ -66,7 +150,6 @@ def landscape_walker(n, landscape, step_size=1, direction_set=("NORTH", "SOUTH", curr_pos = [33, 33] future_pos = [33, 33] - check = False for step in range(1, n): check = False while not check: @@ -98,13 +181,15 @@ def landscape_walker(n, landscape, step_size=1, direction_set=("NORTH", "SOUTH", def generate_area(landscape: bool, n: int, fill = 0.1): - # old stuff + # for random walker without landscape x, y = np.zeros(n), np.zeros(n) if not landscape: return x, y - # new stuff + # random walker with landscape + #TODO account for all fill points -> this method does not account for all + arr = np.zeros((n, n)) total_area = arr.size @@ -118,6 +203,7 @@ def generate_area(landscape: bool, n: int, fill = 0.1): # centre with x, y upper_left = (int(centre - side_length / 2), int(centre - side_length / 2)) + # place a polygon in the middle of the landscape for x in range(side_length): for y in range(side_length): arr[upper_left[0] + y, upper_left[1] + x] = 1 @@ -136,30 +222,50 @@ def plot_walk(n, x, y): # plt.savefig("./rand_walk_{}.png".format(n)) plt.show() +def plot_raster(arr): + plt.imshow(arr) + plt.show() def main(): #TODO document everything in the README + total_steps = 10000 + total_walkers = 1 + step_size = 1 - # defining the number of steps - n = 10000 + landscape = generate_area(True, int(total_steps/100), 0.1) + walk = landscape_walker(int(total_steps/100), landscape) - landscape = generate_area(True, int(n/100), 0.1) - walk = landscape_walker(int(n/100), landscape) - - plt.imshow(walk) - plt.show() + # plot landscape raster with obstacles and walker + plot_raster(walk) # creating two array for containing x and y coordinate # of size equals to the number of size and filled up with 0's - x, y = generate_area(False, n) + x, y = generate_area(False, total_steps) step_size = 10 # multiple walkers - walker(n, x, y, step_size) - + walker(total_steps, x, y, step_size) # x, y = fast_walker(n, x, y) - plot_walk(n, x, y) - + plot_walk(total_steps, x, y) + + +def main_clicks(total_steps, total_walkers, step_size, landscape, start_point): + # diverted because of the completely different implementation methods -> could be done better in the future + if landscape: + fill_percentage = 0.1 + landscape_raster = generate_area(landscape, int(total_steps/100), fill_percentage) + walk = landscape_walker(int(total_steps/100), landscape_raster) + # plot landscape raster with obstacles and walker + plot_raster(walk) + else: + # creating two arrays for containing x and y coordinate + # of size equals to the number of size and filled up with 0's + x, y = generate_area(landscape, total_steps) + + # multiple walkers + + walker(total_steps, x, y, step_size) + plot_walk(total_steps, x, y) if __name__ == "__main__": diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..4f3d2cd --- /dev/null +++ b/requirements.txt @@ -0,0 +1,4 @@ +matplotlib~=3.3.4 +numpy~=1.20.2 +click~=7.1.2 +setuptools~=52.0.0 \ No newline at end of file diff --git a/setup.py b/setup.py new file mode 100644 index 0000000..f1c8b79 --- /dev/null +++ b/setup.py @@ -0,0 +1,14 @@ +from setuptools import setup + +setup( + name="random_walker", + version="0.1", + py_modules=["main"], + install_requires=[ + "Click", + ], + entry_points=''' + [console_scripts] + random_walker=main:cli + ''' +) \ No newline at end of file From a2337b9454f94f7c2a53403319251faf4841a96c Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Michal=20Kol=C3=A1=C5=99?= Date: Tue, 3 Aug 2021 16:40:44 +0200 Subject: [PATCH 06/23] branches merged (hopefully) --- main.py | 22 ++++++++++++++++------ 1 file changed, 16 insertions(+), 6 deletions(-) diff --git a/main.py b/main.py index 68c2a1f..8ed76c0 100644 --- a/main.py +++ b/main.py @@ -24,10 +24,10 @@ def user_input(): # filling the coordinates with random variables -def walker(x, y, steps, step_size=1, direction_set=("NORTH", "SOUTH", "EAST", "WEST"), dif_start): +def walker(x, y, steps, dif_start, step_size=1, direction_set=("NORTH", "SOUTH", "EAST", "WEST")): """ Normal random walker with step size 1 - :param n: number of steps + :param steps: number of steps :param step_size: defines the size of the steps :param x: empty numpy array consisting of n zeros :param y: empty numpy array consisting of n zeros @@ -78,7 +78,7 @@ def landscape_walker(steps, landscape, step_size=1, direction_set=("NORTH", "SOU curr_pos = [33, 33] future_pos = [33, 33] check = False - for step in range(1, n): + for step in range(1, steps): check = False while not check: direction = random.choice(direction_set) @@ -142,11 +142,11 @@ def some_other_walker(): #return x, y -def multiple_walkers(steps, x, y, walkers, dif_start): +def multiple_walkers(x, y, steps, walkers, dif_start): xlist = [] ylist = [] for w in range(walkers): - x_axis, y_axis = normal_walker(steps, x, y, dif_start) + x_axis, y_axis = walker(x, y, steps, dif_start) xlist.append(x_axis) ylist.append(y_axis) x = np.zeros(steps) @@ -156,6 +156,14 @@ def multiple_walkers(steps, x, y, walkers, dif_start): # plotting the walk def plot_walkers(steps, walkers, xlist, ylist): + """ + Generates plot of walker(s) and saves figure as PNG file. + :param steps: Number of steps (needed for a figure title) + :param walkers: Number of walkers (needed for a figure title) + :param xlist: List of x-coordinates of walker(s) position + :param ylist: List of y-coordinates of walker(s) position + :return: + """ fig = plt.figure(figsize=(8,8), dpi=200) ax = fig.add_subplot(111) color = iter(plt.cm.rainbow(np.linspace(0, 1, walkers))) @@ -170,6 +178,8 @@ def plot_walkers(steps, walkers, xlist, ylist): plt.legend() plt.title("Random Walk (Number of walkers = " + str(walkers) + ", $n = " + str(steps) + "$ steps)") plt.savefig(".\\rand_walk_{}_{}.png".format(walkers, steps)) + plt.show() + def main(): #TODO document everything in the README @@ -200,7 +210,7 @@ def main(): y = np.zeros(steps) # multiple walkers - listX, listY = multiple_walkers(steps, x, y, walkers, dif_start) + listX, listY = multiple_walkers(x, y, steps, walkers, dif_start) plot_walkers(steps, walkers, listX, listY) From 6a5d85cdc822b809333cf3c98a4cfb406b0212f7 Mon Sep 17 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3 Aug 2021 17:11:16 +0200 Subject: [PATCH 09/23] Delete test_plot.py --- test_plot.py | 0 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 test_plot.py diff --git a/test_plot.py b/test_plot.py deleted file mode 100644 index e69de29..0000000 From 1d7086124957ab264a3bbaacb04e6811334d715b Mon Sep 17 00:00:00 2001 From: BoSott Date: Tue, 3 Aug 2021 17:30:03 +0200 Subject: [PATCH 10/23] edited the ReadME --- .idea/.gitignore | 8 ++ .../inspectionProfiles/profiles_settings.xml | 6 ++ .idea/misc.xml | 4 + .idea/modules.xml | 8 ++ .idea/random_walk.iml | 8 ++ .idea/vcs.xml | 6 ++ README.md | 72 +++++++++++------- main.py | 13 ++-- rand_walk_100000.png | Bin 51659 -> 40561 bytes 9 files changed, 90 insertions(+), 35 deletions(-) create mode 100644 .idea/.gitignore create mode 100644 .idea/inspectionProfiles/profiles_settings.xml create mode 100644 .idea/misc.xml create mode 100644 .idea/modules.xml create mode 100644 .idea/random_walk.iml create mode 100644 .idea/vcs.xml diff --git a/.idea/.gitignore b/.idea/.gitignore new file mode 100644 index 0000000..73f69e0 --- /dev/null +++ b/.idea/.gitignore @@ -0,0 +1,8 @@ +# Default ignored files +/shelf/ +/workspace.xml +# Datasource local storage ignored files +/dataSources/ +/dataSources.local.xml +# Editor-based HTTP Client requests +/httpRequests/ diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml new file mode 100644 index 0000000..105ce2d --- /dev/null +++ b/.idea/inspectionProfiles/profiles_settings.xml @@ -0,0 +1,6 @@ + + + + \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml new file mode 100644 index 0000000..f02d5e7 --- /dev/null +++ b/.idea/misc.xml @@ -0,0 +1,4 @@ + + + + \ No newline at end of file diff --git a/.idea/modules.xml b/.idea/modules.xml new file mode 100644 index 0000000..49a9249 --- /dev/null +++ b/.idea/modules.xml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/.idea/random_walk.iml b/.idea/random_walk.iml new file mode 100644 index 0000000..d0876a7 --- /dev/null +++ b/.idea/random_walk.iml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/.idea/vcs.xml b/.idea/vcs.xml new file mode 100644 index 0000000..94a25f7 --- /dev/null +++ b/.idea/vcs.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/README.md b/README.md index a53d95c..6c72a30 100644 --- a/README.md +++ b/README.md @@ -4,52 +4,68 @@ This is a **group exercise**, so you should be working in pairs of two students. The Goal is to **practise writing readable, maintainable and reliable code collaboratively.** -## Group Exercise -1. One student of your group forks the code from [https://github.com/advanced-geoscripting-2021/random_walker.git](https://github.com/advanced-geoscripting-2021/random_walker.git) +## Write an extended random walk program -2. This student invites the other student as a collaborator to the forked repository. Now you can both work on the code. +In this repo you find a basic implementation of a [random walk simulation](https://en.wikipedia.org/wiki/Random_walk) in 2-dimensional space taken from [this blogpost](https://www.geeksforgeeks.org/random-walk-implementation-python/). Running the code yields an image which shows the path of the random walk. -3. Adapt the code to fulfil the requirements (see below). +![random_walk](rand_walk_100000.png) -4. Code review: Each group reviews the code of another group. +## Setting up the project +1. clone repository +2. setup a virtual environment +3. activate the virtual environment +4. install required libs and packages locally (see requirements.txt) -5. Improve your code based on the review you got. +#### For the advanced geoscripting course: +- activate the corresponding virtual environment +- run ``conda install -c conda-forge click`` +- run ``pip install --editable .`` (is this actually necessary? can someone try to run it without this step?) -## Write an extended random walk program +## How to run the tool +```` +$ random_walker -In this repo you find a basic implementation of a [random walk simulation](https://en.wikipedia.org/wiki/Random_walk) in 2-dimensional space taken from [this blogpost](https://www.geeksforgeeks.org/random-walk-implementation-python/). Running the code yields an image which shows the path of the random walk. +Usage: random_walker [OPTIONS] COMMAND [ARGS]... -![random_walk](rand_walk_100000.png) +Options: + --verbose TEXT Will print verbose messages. + --help Show this message and exit. -The program works but it is not very readable. In addition, you should **extend the program based on the requirements listed below. +Commands: + run execute command to generate random walkers + ```` -**Remember to apply the best practices in scientific computing** to make the code more readable, maintainable, reusable and efficient. +### How to use the run method +```` +Usage: random_walker run [OPTIONS] -### Minimum requirements: + execute command to generate random walkers -Extend the program so the following requirements are met: +Options: + -ts, --total_steps INTEGER Specify the number of total steps for the + random walker, Default is 10,000 -1. The program should be able to simulate multiple random walkers. -2. The program should be executable from the command line. -3. The user should be able to specify the number of random walkers through a command line parameter. -4. Document the dependencies and instructions of how to run the program in your README.md. + -tw, --total_walkers INTEGER Specify the number of total walkers, Default + is 1 + + -ss, --step_size INTEGER Specify the size of the steps taken, Default + is 1 -### Additional requirements: + -l, --landscape BOOLEAN Specify whether a grid landscape exists as + base layer or not, Default is False -1. Create three different types of walkers, e.g. a "fast walker" which has a bigger step size. -2. Add a "landscape" in which the random walkers are walking in which contains obstacles which the walkers cannot cross (e.g. a lake) -3. Invent and implement another functionality of your own. + -sp, --start_point BOOLEAN Specify whether the walkers shall start from + the same point or not, Default is False -Be creative here! :) + --help Show this message and exit. -## Code Review +```` -Review the code of another group: (tuesday afternoon or wednesday morning) +## Example +``random_walker run --total_steps 10000 --step_size 2 -l False`` + +4. Document the dependencies and instructions of how to run the program in your README.md. -1. Does it work properly? Try to make it fail! -2. Are the best-practices implemented in the code? -3. Is the documentation clear? -4. Can you adapt the code easily? E.g. try to create a new type of random walker which moves two cells per iteration. diff --git a/main.py b/main.py index 55ad8b7..00d471f 100644 --- a/main.py +++ b/main.py @@ -8,7 +8,6 @@ import random import numpy as np import math -import sy import click # user input – click @@ -75,11 +74,10 @@ def _add_options(func): @click.group() -@click.option('--verbose', is_flag=False, help="Will print verbose messages.") +@click.option('--verbose', '-v', is_flag=False, help="Will print verbose messages.") def cli(verbose: bool) -> None: if verbose: - click.echo("We are in the verbose mode.") - click.echo("Hello World, inside the cli function") + click.echo("We are in the verbose mode. Which does not make any difference right now.. but hey, have fun!") @cli.command() @@ -152,7 +150,7 @@ def check_landscape(landscape, position): return True return False -def landscape_walker(steps, landscape, step_size=1, direction_set=("NORTH", "SOUTH", "EAST", "WEST")): +def landscape_walker(total_steps, landscape, step_size=1, direction_set=("NORTH", "SOUTH", "EAST", "WEST")): """ Normal random walker with step size 1 :param n: number of steps @@ -167,7 +165,7 @@ def landscape_walker(steps, landscape, step_size=1, direction_set=("NORTH", "SOU curr_pos = [33, 33] future_pos = [33, 33] - for step in range(1, steps): + for step in range(0, total_steps): check = False while not check: direction = random.choice(direction_set) @@ -351,4 +349,5 @@ def main_clicks(total_steps, total_walkers, step_size, landscape, start_point): if __name__ == "__main__": - main() + # main() + main_clicks(10000, 1, 1, False, False) diff --git a/rand_walk_100000.png b/rand_walk_100000.png index 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zP{+W466_t)#>U1ZHY2O&{UQ5LU;ur=8rFdc1Y}y0nGAUgshoECo%{Cx#^0Hw0xdz* z)z$Tlh=^D}IH09f`Td#7BMO+*jjo`8)fP7-pzXduWljJU(!bmIr2O*MJ8|Q=vUK2O zP+#m$iKfi@UTlG>Mu^XzhNEfJ2!akDlbqH(l&zhdaDnCU*X;^?4c-UyPXEvlR=#v5 zJqHH|NZ_J&f{Ozl9v-NiSw|8p$8sc7*}g9ExZlXA{MPY#S<3wUJi=CA6z=5Yr2c5m zsGF`GDW*RcB|d;HAS|%;_VfP*$NYcx@iW>tHDqGi@OQr<;Lq1DQo?0|I==q{OZEzj From eacd692fbe767ae175f79221232995c39f4f45ce Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Michal=20Kol=C3=A1=C5=99?= Date: Tue, 3 Aug 2021 17:32:54 +0200 Subject: [PATCH 11/23] comments and docstrings added --- main.py | 39 +++++++++++++++++++++++++++++++++++---- 1 file changed, 35 insertions(+), 4 deletions(-) diff --git a/main.py b/main.py index 55ad8b7..1389a9f 100644 --- a/main.py +++ b/main.py @@ -8,7 +8,7 @@ import random import numpy as np import math -import sy +import sys import click # user input – click @@ -148,10 +148,17 @@ def walker(x, y, steps, dif_start, step_size=1, direction_set=("NORTH", "SOUTH", def check_landscape(landscape, position): + """ + Checks if next position of walker intersects given landscape + :param landscape: + :param position: + :return: + """ if landscape[position[0], position[1]] != 1: return True return False + def landscape_walker(steps, landscape, step_size=1, direction_set=("NORTH", "SOUTH", "EAST", "WEST")): """ Normal random walker with step size 1 @@ -163,7 +170,7 @@ def landscape_walker(steps, landscape, step_size=1, direction_set=("NORTH", "SOU :return: x, y numpy arrays """ - #TODO: ADJUST IT + # TODO: ADJUST IT curr_pos = [33, 33] future_pos = [33, 33] @@ -236,12 +243,26 @@ def some_other_walker(): #TODO: implement multiple walkers for landscape walkers (and other possible walkers) def multiple_walkers(x, y, steps, walkers, dif_start): + """ + Generates paths for multiple walkers + :param x: np.array of x-coordinates (input: zeros) + :param y: np.array of y-coordinates (input: zeros) + :param steps: number of steps of individual walker + :param walkers: number of walkers + :param dif_start: bool value – if True, walkers start from different position + if False, walkers start from the same position + :return: lists of x and y coordinates + """ + # create empty lists xlist = [] ylist = [] for w in range(walkers): + # call walker function to generate array of x and y coordinates of one walker x_axis, y_axis = walker(x, y, steps, dif_start) + # append to list xlist.append(x_axis) ylist.append(y_axis) + # set input arrays back to zeros x = np.zeros(steps) y = np.zeros(steps) return xlist, ylist @@ -255,15 +276,18 @@ def plot_walkers(steps, walkers, xlist, ylist): :param walkers: Number of walkers (needed for a figure title) :param xlist: List of x-coordinates of walker(s) position :param ylist: List of y-coordinates of walker(s) position - :return: + :return: none """ + # set figure and axis fig = plt.figure(figsize=(8,8), dpi=200) ax = fig.add_subplot(111) + # create list of unique colors color = iter(plt.cm.rainbow(np.linspace(0, 1, walkers))) for w in range(walkers): c = next(color) pathX = xlist[w] pathY = ylist[w] + # plot vertices, path, start position and end position ax.scatter(pathX, pathY, color=c, alpha=0.25, s=1) ax.plot(pathX, pathY, color=c, alpha=0.25, lw=2, label='%s. walker' % (w+1)) ax.plot(pathX[0],pathY[0], color=c, marker='o') @@ -273,10 +297,17 @@ def plot_walkers(steps, walkers, xlist, ylist): plt.savefig(".\\rand_walk_{}_{}.png".format(walkers, steps)) plt.show() + def plot_raster(arr): + """ + Plots landscape + :param arr: raster array of landscape + :return: + """ plt.imshow(arr) plt.show() + def main(): #TODO document everything in the README total_steps = 10000 @@ -347,7 +378,7 @@ def main_clicks(total_steps, total_walkers, step_size, landscape, start_point): # multiple walkers walker(total_steps, x, y, step_size) - plot_walk(total_steps, x, y) + plot_walk(total_steps, x, y) if __name__ == "__main__": From 174a529220514871556dd1146c779d385b27089c Mon Sep 17 00:00:00 2001 From: BoSott Date: Tue, 3 Aug 2021 18:23:56 +0200 Subject: [PATCH 12/23] png's added to gitignored, main functions merged and docstrings completed --- .gitignore | 3 + main.py | 181 ++++++++++++++++++++--------------------------------- 2 files changed, 71 insertions(+), 113 deletions(-) diff --git a/.gitignore b/.gitignore index b6e4761..5e36f5e 100644 --- a/.gitignore +++ b/.gitignore @@ -127,3 +127,6 @@ dmypy.json # Pyre type checker .pyre/ + +# image results +*.png \ No newline at end of file diff --git a/main.py b/main.py index 6a44d76..7f46774 100644 --- a/main.py +++ b/main.py @@ -5,10 +5,10 @@ # Python code for 2D random walk. # Source: https://www.geeksforgeeks.org/random-walk-implementation-python/ import matplotlib.pyplot as plt +from matplotlib import cm import random import numpy as np import math -import sys import click # user input – click @@ -70,7 +70,6 @@ def _add_options(func): for option in reversed(options): func = option(func) return func - return _add_options @@ -95,7 +94,7 @@ def run( start_point: bool, ) -> None: """ execute command to generate random walkers """ - main_clicks(total_steps, total_walkers, step_size, landscape, start_point) + run_random_walkers(total_steps, total_walkers, step_size, landscape, start_point) # def user_input(): @@ -109,22 +108,22 @@ def run( # return walkers, steps, dif_start -# filling the coordinates with random variables - -def walker(x, y, steps, dif_start, step_size=1, direction_set=("NORTH", "SOUTH", "EAST", "WEST")): +def walker(x, y, total_steps, diff_start, step_size=1, direction_set=("NORTH", "SOUTH", "EAST", "WEST")): """ Normal random walker with step size 1 - :param steps: number of steps + :param diff_start: + :param total_steps: number of steps :param step_size: defines the size of the steps :param x: empty numpy array consisting of n zeros :param y: empty numpy array consisting of n zeros :param direction_set: defines a set of directions, default values North, South, East, West :return: x, y numpy arrays """ - if dif_start is True: - x[0] = random.randint(-steps/10, steps/10) - y[0] = random.randint(-steps/10, steps/10) - for pos in range(1, steps): + + if diff_start is True: + x[0] = random.randint(-total_steps / 100, total_steps / 100) + y[0] = random.randint(-total_steps / 100, total_steps / 100) + for pos in range(1, total_steps): direction = random.choice(direction_set) # go east @@ -158,18 +157,17 @@ def check_landscape(landscape, position): return False -def landscape_walker(total_steps, landscape, step_size=1, direction_set=("NORTH", "SOUTH", "EAST", "WEST")): +def landscape_walker(landscape, total_steps, step_size=1, direction_set=("NORTH", "SOUTH", "EAST", "WEST")): """ Normal random walker with step size 1 - :param n: number of steps + :param total_steps: integer specifying the number of steps by the walker + :param landscape: 2D numpy array with some landscape features :param step_size: defines the size of the steps - :param x: empty numpy array consisting of n zeros - :param y: empty numpy array consisting of n zeros :param direction_set: defines a set of directions, default values North, South, East, West :return: x, y numpy arrays """ - # TODO: ADJUST IT + # TODO: ADJUST IT dynamically curr_pos = [33, 33] future_pos = [33, 33] @@ -203,16 +201,20 @@ def landscape_walker(total_steps, landscape, step_size=1, direction_set=("NORTH" return landscape -def generate_area(landscape: bool, n: int, fill = 0.1): +def generate_area(landscape: bool, n: int, fill=0.1): + """ + generates x,y 1D arrays with zeros for total_steps or + generates landscape 2D array with obstacles if landscape is true + :param landscape: 2D numpy array with some landscape features + :param n: length of arrays or size of dimensions (2D) + :param fill: how much of the area of the 2D array shall be filled with obstacles (percentage) + :return: + """ # for random walker without landscape x, y = np.zeros(n), np.zeros(n) if not landscape: return x, y - # random walker with landscape - - #TODO account for all fill points -> this method does not account for all - arr = np.zeros((n, n)) total_area = arr.size @@ -226,7 +228,7 @@ def generate_area(landscape: bool, n: int, fill = 0.1): # centre with x, y upper_left = (int(centre - side_length / 2), int(centre - side_length / 2)) - # place a polygon in the middle of the landscape + # places an obstacle as square in the middle of the landscape for x in range(side_length): for y in range(side_length): arr[upper_left[0] + y, upper_left[1] + x] = 1 @@ -236,64 +238,63 @@ def generate_area(landscape: bool, n: int, fill = 0.1): def some_other_walker(): pass # maybe morsche neighbourhood - # y[pos] = y[pos - 1] - 1 - #return x, y #TODO: implement multiple walkers for landscape walkers (and other possible walkers) -def multiple_walkers(x, y, steps, walkers, dif_start): +def multiple_walkers(x, y, total_steps, total_walkers, step_size, diff_start): """ Generates paths for multiple walkers :param x: np.array of x-coordinates (input: zeros) :param y: np.array of y-coordinates (input: zeros) - :param steps: number of steps of individual walker - :param walkers: number of walkers - :param dif_start: bool value – if True, walkers start from different position + :param total_steps: number of steps of individual walker + :param total_walkers: number of walkers + :param step_size: defines the size of the steps + :param diff_start: bool value – if True, walkers start from different position if False, walkers start from the same position :return: lists of x and y coordinates """ # create empty lists - xlist = [] - ylist = [] - for w in range(walkers): + x_list = [] + y_list = [] + for w in range(total_walkers): # call walker function to generate array of x and y coordinates of one walker - x_axis, y_axis = walker(x, y, steps, dif_start) + x_axis, y_axis = walker(x, y, total_steps, diff_start, step_size, ) # append to list - xlist.append(x_axis) - ylist.append(y_axis) + x_list.append(x_axis) + y_list.append(y_axis) # set input arrays back to zeros - x = np.zeros(steps) - y = np.zeros(steps) - return xlist, ylist + x = np.zeros(total_steps) + y = np.zeros(total_steps) + return x_list, y_list # plotting the walk -def plot_walkers(steps, walkers, xlist, ylist): +def plot_walkers(total_steps, total_walkers, x_list, y_list): """ Generates plot of walker(s) and saves figure as PNG file. - :param steps: Number of steps (needed for a figure title) - :param walkers: Number of walkers (needed for a figure title) - :param xlist: List of x-coordinates of walker(s) position - :param ylist: List of y-coordinates of walker(s) position + :param total_steps: Number of steps (needed for a figure title) + :param total_walkers: Number of walkers (needed for a figure title) + :param x_list: List of x-coordinates of walker(s) position + :param y_list: List of y-coordinates of walker(s) position :return: none """ # set figure and axis - fig = plt.figure(figsize=(8,8), dpi=200) + fig = plt.figure(figsize=(8, 8), dpi=200) ax = fig.add_subplot(111) # create list of unique colors - color = iter(plt.cm.rainbow(np.linspace(0, 1, walkers))) - for w in range(walkers): + color = iter(plt.cm.rainbow(np.linspace(0, 1, total_walkers))) + for w in range(total_walkers): c = next(color) - pathX = xlist[w] - pathY = ylist[w] + path_x = x_list[w] + path_y = y_list[w] # plot vertices, path, start position and end position - ax.scatter(pathX, pathY, color=c, alpha=0.25, s=1) - ax.plot(pathX, pathY, color=c, alpha=0.25, lw=2, label='%s. walker' % (w+1)) - ax.plot(pathX[0],pathY[0], color=c, marker='o') - ax.plot(pathX[-1], pathY[-1], color=c, marker='+') + ax.scatter(path_x, path_y, color=c, alpha=0.25, s=1) + ax.plot(path_x, path_y, color=c, alpha=0.25, lw=2, label='%s. walker' % (w+1)) + ax.plot(path_x[0], path_y[0], color=c, marker='o') + ax.plot(path_x[-1], path_y[-1], color=c, marker='+') plt.legend() - plt.title("Random Walk (Number of walkers = " + str(walkers) + ", $n = " + str(steps) + "$ steps)") - plt.savefig(".\\rand_walk_{}_{}.png".format(walkers, steps)) + plt.title("Random Walk (Number of walkers = " + str(total_walkers) + ", $n = " + str(total_steps) + "$ steps)") + plt.savefig(".\\rand_walk_{}_{}.png".format(total_walkers, total_steps)) plt.show() @@ -303,65 +304,21 @@ def plot_raster(arr): :param arr: raster array of landscape :return: """ + #TODO could be do with some more adjustements plt.imshow(arr) plt.show() -def main(): - #TODO document everything in the README - total_steps = 10000 - total_walkers = 1 - step_size = 1 - - landscape = generate_area(True, int(total_steps/100), 0.1) - walk = landscape_walker(int(total_steps/100), landscape) - - # plot landscape raster with obstacles and walker - plot_raster(walk) - - # creating two array for containing x and y coordinate - # of size equals to the number of size and filled up with 0's - x, y = generate_area(False, total_steps) - step_size = 10 - # multiple walkers - - walker(total_steps, x, y, step_size) - # x, y = fast_walker(n, x, y) - plot_walk(total_steps, x, y) - - # defining the number of steps - - #landscape = generate_area(True, int(steps/100), 0.1) - #walk = landscape_walker(int(steps/100), landscape) - - #plt.imshow(walk) - #plt.show() - - # creating two array for containing x and y coordinate - # of size equals to the number of size and filled up with 0's - #x, y = generate_area(False, n) - #step_size = 10 - # multiple walkers - - #walker(n, x, y, step_size) - - # x, y = fast_walker(n, x, y) - #plot_walk(n, x, y) - - walkers, steps, dif_start = user_input() - # creating two array for containing x and y coordinate - # of size equals to the number of size and filled up with 0's - x = np.zeros(steps) - y = np.zeros(steps) - - # multiple walkers - listX, listY = multiple_walkers(x, y, steps, walkers, dif_start) - - plot_walkers(steps, walkers, listX, listY) - - - -def main_clicks(total_steps, total_walkers, step_size, landscape, start_point): +def run_random_walkers(total_steps, total_walkers, step_size, landscape, diff_start): + """ + executes the random walker tool based on input data + :param total_steps: number of total steps of the random walker + :param total_walkers: number of walkers + :param step_size: step size for each step + :param landscape: boolean, if True, 2D area with obstacles is generated as base layer + :param diff_start: boolean, if True, different start points for each walker + :return: + """ # diverted because of the completely different implementation methods -> could be done better in the future if landscape: fill_percentage = 0.1 @@ -375,11 +332,9 @@ def main_clicks(total_steps, total_walkers, step_size, landscape, start_point): x, y = generate_area(landscape, total_steps) # multiple walkers - - walker(total_steps, x, y, step_size) - plot_walk(total_steps, x, y) + list_x, list_y = multiple_walkers(x, y, total_steps, total_walkers, step_size, diff_start) + plot_walkers(total_steps, total_walkers, list_x, list_y) if __name__ == "__main__": - # main() - main_clicks(10000, 1, 1, False, False) + run_random_walkers(10000, 5, 1, False, True) From 0755a6869983c500a96cade3f229f2af330f37db Mon Sep 17 00:00:00 2001 From: BoSott Date: Wed, 4 Aug 2021 13:14:14 +0200 Subject: [PATCH 13/23] included review comments --- README.md | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/README.md b/README.md index f6f97af..2313384 100644 --- a/README.md +++ b/README.md @@ -10,6 +10,7 @@ The Goal is to **practise writing readable, maintainable and reliable code colla In this repo you find a basic implementation of a [random walk simulation](https://en.wikipedia.org/wiki/Random_walk) in 2-dimensional space taken from [this blogpost](https://www.geeksforgeeks.org/random-walk-implementation-python/). Running the code yields an image which shows the path of the random walk. ![random_walk](rand_walk_5_100.png) +start: point; end: cross ## Setting up the project 1. clone repository @@ -65,7 +66,3 @@ Options: ## Example ``random_walker run --total_steps 10000 --step_size 2 -l False`` - -4. Document the dependencies and instructions of how to run the program in your README.md. - - From 2609013713fd2806c7f68bd8af3dcc856e4d18a4 Mon Sep 17 00:00:00 2001 From: BoSott Date: Wed, 4 Aug 2021 13:17:57 +0200 Subject: [PATCH 14/23] included some extra review comments --- README.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 2313384..66d5b0b 100644 --- a/README.md +++ b/README.md @@ -9,6 +9,8 @@ The Goal is to **practise writing readable, maintainable and reliable code colla In this repo you find a basic implementation of a [random walk simulation](https://en.wikipedia.org/wiki/Random_walk) in 2-dimensional space taken from [this blogpost](https://www.geeksforgeeks.org/random-walk-implementation-python/). Running the code yields an image which shows the path of the random walk. +The result will be directly shown to the user and additionally saved as png. + ![random_walk](rand_walk_5_100.png) start: point; end: cross @@ -21,7 +23,7 @@ start: point; end: cross #### For the advanced geoscripting course: - activate the corresponding virtual environment - run ``conda install -c conda-forge click`` -- run ``pip install --editable .`` (is this actually necessary? can someone try to run it without this step?) +- run ``pip install --editable .`` ## How to run the tool From e81a3599fe5f05607915ef1fed1a8035dfbcfb84 Mon Sep 17 00:00:00 2001 From: BoSott Date: Wed, 4 Aug 2021 13:45:05 +0200 Subject: [PATCH 15/23] extracted the next_step in walker to another function for testing --- main.py | 57 ++++++++++++++++++++++++++++----------------------------- 1 file changed, 28 insertions(+), 29 deletions(-) diff --git a/main.py b/main.py index 7f46774..c93e56c 100644 --- a/main.py +++ b/main.py @@ -5,7 +5,6 @@ # Python code for 2D random walk. # Source: https://www.geeksforgeeks.org/random-walk-implementation-python/ import matplotlib.pyplot as plt -from matplotlib import cm import random import numpy as np import math @@ -18,7 +17,7 @@ "-ts", default=10000, type=int, - help="Specify the number of total steps for the random walker, Default is 10,000", + help="Specify the number of total steps for each random walker, Default is 10,000, Minimum 10", ) ] @@ -28,7 +27,7 @@ "-tw", default=1, type=int, - help="Specify the number of total walkers, Default is 1", + help="Specify the number of total walkers, Default is 1, Minimum is 1", ) ] @@ -97,15 +96,24 @@ def run( run_random_walkers(total_steps, total_walkers, step_size, landscape, start_point) -# def user_input(): -# try: -# walkers = int(sys.argv[1]) -# steps = int(sys.argv[2]) -# dif_start = bool(int(sys.argv[3])) -# except Exception as err: -# print("Incorrect input: ", err) -# sys.exit() -# return walkers, steps, dif_start +def next_step(x, y, pos, direction, step_size): + # go east + if direction == "EAST": + x[pos] = x[pos - 1] + step_size + y[pos] = y[pos - 1] + # go west + elif direction == "WEST": + x[pos] = x[pos - 1] - step_size + y[pos] = y[pos - 1] + # go north + elif direction == "NORTH": + x[pos] = x[pos - 1] + y[pos] = y[pos - 1] + step_size + # go south + else: + x[pos] = x[pos - 1] + y[pos] = y[pos - 1] - step_size + return x, y def walker(x, y, total_steps, diff_start, step_size=1, direction_set=("NORTH", "SOUTH", "EAST", "WEST")): @@ -125,23 +133,7 @@ def walker(x, y, total_steps, diff_start, step_size=1, direction_set=("NORTH", " y[0] = random.randint(-total_steps / 100, total_steps / 100) for pos in range(1, total_steps): direction = random.choice(direction_set) - - # go east - if direction == "EAST": - x[pos] = x[pos - 1] + step_size - y[pos] = y[pos - 1] - # go west - elif direction == "WEST": - x[pos] = x[pos - 1] - step_size - y[pos] = y[pos - 1] - # go north - elif direction == "NORTH": - x[pos] = x[pos - 1] - y[pos] = y[pos - 1] + step_size - # go south - else: - x[pos] = x[pos - 1] - y[pos] = y[pos - 1] - step_size + x, y = next_step(x, y, pos, direction, step_size) return x, y @@ -319,6 +311,13 @@ def run_random_walkers(total_steps, total_walkers, step_size, landscape, diff_st :param diff_start: boolean, if True, different start points for each walker :return: """ + + # adjust wrong input + if total_steps < 10: + total_steps = 10 + if total_walkers < 1: + total_walkers = 1 + # diverted because of the completely different implementation methods -> could be done better in the future if landscape: fill_percentage = 0.1 From d207d633b87b1fd0f4a2d8f3f6061eae09784a68 Mon Sep 17 00:00:00 2001 From: BoSott Date: Wed, 4 Aug 2021 14:35:11 +0200 Subject: [PATCH 16/23] added moor'sche neighboorhood --- main.py | 79 ++++++++++++++++++++++++++++++++++++++++++++------------- 1 file changed, 62 insertions(+), 17 deletions(-) diff --git a/main.py b/main.py index c93e56c..56f0749 100644 --- a/main.py +++ b/main.py @@ -61,6 +61,15 @@ ) ] +_neighborhood_option = [ + click.option( + "--mov_pattern", + "-mp", + default=False, + type=bool, + help="Specify the neighborhood movement pattern, False is Neumann, True is Moor", + ) +] def add_options(options): """Functions adds options to cli.""" @@ -97,6 +106,7 @@ def run( def next_step(x, y, pos, direction, step_size): + """ Returns the next step for a random walker""" # go east if direction == "EAST": x[pos] = x[pos - 1] + step_size @@ -110,13 +120,40 @@ def next_step(x, y, pos, direction, step_size): x[pos] = x[pos - 1] y[pos] = y[pos - 1] + step_size # go south - else: + elif direction == "SOUTH": x[pos] = x[pos - 1] y[pos] = y[pos - 1] - step_size + # go northeast + elif direction == "NORTHEAST": + x[pos] = x[pos - 1] + step_size + y[pos] = y[pos - 1] + step_size + # go northwest + elif direction == "NORTHWEST": + x[pos] = x[pos - 1] - step_size + y[pos] = y[pos - 1] + step_size + # go southeast + elif direction == "SOUTHEAST": + x[pos] = x[pos - 1] + step_size + y[pos] = y[pos - 1] - step_size + # go southwest + elif direction == "SOUTHWEST": + x[pos] = x[pos - 1] - step_size + y[pos] = y[pos - 1] - step_size return x, y -def walker(x, y, total_steps, diff_start, step_size=1, direction_set=("NORTH", "SOUTH", "EAST", "WEST")): +def different_start_pos(total_steps): + """returns a tuple at a randomly selected position""" + start_shift = int(total_steps / 100) + return random.randint(-start_shift, start_shift) + + +def get_random_direction(direction_set): + """Returns a random direction""" + return random.choice(direction_set) + + +def walker(x, y, total_steps, diff_start, step_size=1, mov_pattern=False): """ Normal random walker with step size 1 :param diff_start: @@ -124,15 +161,26 @@ def walker(x, y, total_steps, diff_start, step_size=1, direction_set=("NORTH", " :param step_size: defines the size of the steps :param x: empty numpy array consisting of n zeros :param y: empty numpy array consisting of n zeros - :param direction_set: defines a set of directions, default values North, South, East, West + :param mov_pattern: boolean, if True, Moor'sche neighboorhood is used, else Neumann :return: x, y numpy arrays """ + # checks which movement set the walker should get + # Neumann or Moor + if not mov_pattern: + # von Neumann neighborhood + direction_set = ("NORTH", "SOUTH", "EAST", "WEST") + else: + # Moor'sche neighborhood + direction_set = ("NORTH", "SOUTH", "EAST", "WEST", "NORTHWEST", "NORTHEAST", "SOUTHWEST", "SOUTHEAST") + + # get random start position if that is wanted if diff_start is True: - x[0] = random.randint(-total_steps / 100, total_steps / 100) - y[0] = random.randint(-total_steps / 100, total_steps / 100) + x[0] = different_start_pos(total_steps) + y[0] = different_start_pos(total_steps) + # for the total number of steps, calculate walker movement randomly for pos in range(1, total_steps): - direction = random.choice(direction_set) + direction = get_random_direction(direction_set) x, y = next_step(x, y, pos, direction, step_size) return x, y @@ -158,7 +206,7 @@ def landscape_walker(landscape, total_steps, step_size=1, direction_set=("NORTH" :param direction_set: defines a set of directions, default values North, South, East, West :return: x, y numpy arrays """ - + # TODO: ADJUST IT dynamically curr_pos = [33, 33] future_pos = [33, 33] @@ -227,13 +275,8 @@ def generate_area(landscape: bool, n: int, fill=0.1): return arr -def some_other_walker(): - pass - # maybe morsche neighbourhood - - #TODO: implement multiple walkers for landscape walkers (and other possible walkers) -def multiple_walkers(x, y, total_steps, total_walkers, step_size, diff_start): +def multiple_walkers(x, y, total_steps, total_walkers, step_size, diff_start, mov_pattern): """ Generates paths for multiple walkers :param x: np.array of x-coordinates (input: zeros) @@ -243,6 +286,7 @@ def multiple_walkers(x, y, total_steps, total_walkers, step_size, diff_start): :param step_size: defines the size of the steps :param diff_start: bool value – if True, walkers start from different position if False, walkers start from the same position + :param mov_pattern: boolean, if True, Moor'sche neighboorhood is used, else Neumann :return: lists of x and y coordinates """ # create empty lists @@ -250,7 +294,7 @@ def multiple_walkers(x, y, total_steps, total_walkers, step_size, diff_start): y_list = [] for w in range(total_walkers): # call walker function to generate array of x and y coordinates of one walker - x_axis, y_axis = walker(x, y, total_steps, diff_start, step_size, ) + x_axis, y_axis = walker(x, y, total_steps, diff_start, step_size, mov_pattern) # append to list x_list.append(x_axis) y_list.append(y_axis) @@ -301,7 +345,7 @@ def plot_raster(arr): plt.show() -def run_random_walkers(total_steps, total_walkers, step_size, landscape, diff_start): +def run_random_walkers(total_steps, total_walkers, step_size, landscape, diff_start, mov_pattern): """ executes the random walker tool based on input data :param total_steps: number of total steps of the random walker @@ -309,6 +353,7 @@ def run_random_walkers(total_steps, total_walkers, step_size, landscape, diff_st :param step_size: step size for each step :param landscape: boolean, if True, 2D area with obstacles is generated as base layer :param diff_start: boolean, if True, different start points for each walker + :param mov_pattern: boolean, if True, Moor'sche neighboorhood is used, else Neumann :return: """ @@ -331,9 +376,9 @@ def run_random_walkers(total_steps, total_walkers, step_size, landscape, diff_st x, y = generate_area(landscape, total_steps) # multiple walkers - list_x, list_y = multiple_walkers(x, y, total_steps, total_walkers, step_size, diff_start) + list_x, list_y = multiple_walkers(x, y, total_steps, total_walkers, step_size, diff_start, mov_pattern) plot_walkers(total_steps, total_walkers, list_x, list_y) if __name__ == "__main__": - run_random_walkers(10000, 5, 1, False, True) + run_random_walkers(100, 1, 1, False, True, True) From ce2a133e8952ac48eaf1c571ab431f8ec39e908c Mon Sep 17 00:00:00 2001 From: BoSott Date: Wed, 4 Aug 2021 14:52:33 +0200 Subject: [PATCH 17/23] split the code into more files --- main.py | 266 +++----------------------------------------- rand_walk_5_100.png | Bin 76467 -> 168890 bytes raster_walker.py | 105 +++++++++++++++++ vector_walkers.py | 153 +++++++++++++++++++++++++ 4 files changed, 272 insertions(+), 252 deletions(-) create mode 100644 raster_walker.py create mode 100644 vector_walkers.py diff --git a/main.py b/main.py index 56f0749..5702e42 100644 --- a/main.py +++ b/main.py @@ -4,11 +4,11 @@ # Python code for 2D random walk. # Source: https://www.geeksforgeeks.org/random-walk-implementation-python/ -import matplotlib.pyplot as plt -import random -import numpy as np -import math + import click +import raster_walker as rw +import vector_walkers as vw + # user input – click _total_steps_option = [ @@ -61,7 +61,7 @@ ) ] -_neighborhood_option = [ +_mov_pattern_option = [ click.option( "--mov_pattern", "-mp", @@ -71,6 +71,7 @@ ) ] + def add_options(options): """Functions adds options to cli.""" @@ -94,6 +95,7 @@ def cli(verbose: bool) -> None: @add_options(_step_size_option) @add_options(_landscape_option) @add_options(_start_point_option) +@add_options(_mov_pattern_option) def run( total_steps: int, total_walkers: int, @@ -105,246 +107,6 @@ def run( run_random_walkers(total_steps, total_walkers, step_size, landscape, start_point) -def next_step(x, y, pos, direction, step_size): - """ Returns the next step for a random walker""" - # go east - if direction == "EAST": - x[pos] = x[pos - 1] + step_size - y[pos] = y[pos - 1] - # go west - elif direction == "WEST": - x[pos] = x[pos - 1] - step_size - y[pos] = y[pos - 1] - # go north - elif direction == "NORTH": - x[pos] = x[pos - 1] - y[pos] = y[pos - 1] + step_size - # go south - elif direction == "SOUTH": - x[pos] = x[pos - 1] - y[pos] = y[pos - 1] - step_size - # go northeast - elif direction == "NORTHEAST": - x[pos] = x[pos - 1] + step_size - y[pos] = y[pos - 1] + step_size - # go northwest - elif direction == "NORTHWEST": - x[pos] = x[pos - 1] - step_size - y[pos] = y[pos - 1] + step_size - # go southeast - elif direction == "SOUTHEAST": - x[pos] = x[pos - 1] + step_size - y[pos] = y[pos - 1] - step_size - # go southwest - elif direction == "SOUTHWEST": - x[pos] = x[pos - 1] - step_size - y[pos] = y[pos - 1] - step_size - return x, y - - -def different_start_pos(total_steps): - """returns a tuple at a randomly selected position""" - start_shift = int(total_steps / 100) - return random.randint(-start_shift, start_shift) - - -def get_random_direction(direction_set): - """Returns a random direction""" - return random.choice(direction_set) - - -def walker(x, y, total_steps, diff_start, step_size=1, mov_pattern=False): - """ - Normal random walker with step size 1 - :param diff_start: - :param total_steps: number of steps - :param step_size: defines the size of the steps - :param x: empty numpy array consisting of n zeros - :param y: empty numpy array consisting of n zeros - :param mov_pattern: boolean, if True, Moor'sche neighboorhood is used, else Neumann - :return: x, y numpy arrays - """ - - # checks which movement set the walker should get - # Neumann or Moor - if not mov_pattern: - # von Neumann neighborhood - direction_set = ("NORTH", "SOUTH", "EAST", "WEST") - else: - # Moor'sche neighborhood - direction_set = ("NORTH", "SOUTH", "EAST", "WEST", "NORTHWEST", "NORTHEAST", "SOUTHWEST", "SOUTHEAST") - - # get random start position if that is wanted - if diff_start is True: - x[0] = different_start_pos(total_steps) - y[0] = different_start_pos(total_steps) - # for the total number of steps, calculate walker movement randomly - for pos in range(1, total_steps): - direction = get_random_direction(direction_set) - x, y = next_step(x, y, pos, direction, step_size) - return x, y - - -def check_landscape(landscape, position): - """ - Checks if next position of walker intersects given landscape - :param landscape: - :param position: - :return: - """ - if landscape[position[0], position[1]] != 1: - return True - return False - - -def landscape_walker(landscape, total_steps, step_size=1, direction_set=("NORTH", "SOUTH", "EAST", "WEST")): - """ - Normal random walker with step size 1 - :param total_steps: integer specifying the number of steps by the walker - :param landscape: 2D numpy array with some landscape features - :param step_size: defines the size of the steps - :param direction_set: defines a set of directions, default values North, South, East, West - :return: x, y numpy arrays - """ - - # TODO: ADJUST IT dynamically - curr_pos = [33, 33] - future_pos = [33, 33] - - for step in range(0, total_steps): - check = False - while not check: - direction = random.choice(direction_set) - if direction == "EAST": - future_pos[1] = curr_pos[1] + 1 - check = check_landscape(landscape, future_pos) - if check: - landscape[future_pos[0], future_pos[1]] = 2 - elif direction == "WEST": - future_pos[1] = curr_pos[1] - 1 - check = check_landscape(landscape, future_pos) - if check: - landscape[future_pos[0], future_pos[1]] = 2 - elif direction == "NORTH": - future_pos[0] = curr_pos[0] + 1 - check = check_landscape(landscape, future_pos) - if check: - landscape[future_pos[0], future_pos[1]] = 2 - else: - future_pos[0] = curr_pos[0] - 1 - check = check_landscape(landscape, future_pos) - if check: - landscape[future_pos[0], future_pos[1]] = 2 - - curr_pos = future_pos - - return landscape - - -def generate_area(landscape: bool, n: int, fill=0.1): - """ - generates x,y 1D arrays with zeros for total_steps or - generates landscape 2D array with obstacles if landscape is true - :param landscape: 2D numpy array with some landscape features - :param n: length of arrays or size of dimensions (2D) - :param fill: how much of the area of the 2D array shall be filled with obstacles (percentage) - :return: - """ - # for random walker without landscape - x, y = np.zeros(n), np.zeros(n) - if not landscape: - return x, y - - arr = np.zeros((n, n)) - - total_area = arr.size - fill_area = int(total_area * fill) - if fill_area % 2 == 1: - fill_area += 1 - side_length = int(math.sqrt(fill_area)) - - centre = n / 2 - - # centre with x, y - upper_left = (int(centre - side_length / 2), int(centre - side_length / 2)) - - # places an obstacle as square in the middle of the landscape - for x in range(side_length): - for y in range(side_length): - arr[upper_left[0] + y, upper_left[1] + x] = 1 - return arr - - -#TODO: implement multiple walkers for landscape walkers (and other possible walkers) -def multiple_walkers(x, y, total_steps, total_walkers, step_size, diff_start, mov_pattern): - """ - Generates paths for multiple walkers - :param x: np.array of x-coordinates (input: zeros) - :param y: np.array of y-coordinates (input: zeros) - :param total_steps: number of steps of individual walker - :param total_walkers: number of walkers - :param step_size: defines the size of the steps - :param diff_start: bool value – if True, walkers start from different position - if False, walkers start from the same position - :param mov_pattern: boolean, if True, Moor'sche neighboorhood is used, else Neumann - :return: lists of x and y coordinates - """ - # create empty lists - x_list = [] - y_list = [] - for w in range(total_walkers): - # call walker function to generate array of x and y coordinates of one walker - x_axis, y_axis = walker(x, y, total_steps, diff_start, step_size, mov_pattern) - # append to list - x_list.append(x_axis) - y_list.append(y_axis) - # set input arrays back to zeros - x = np.zeros(total_steps) - y = np.zeros(total_steps) - return x_list, y_list - - -# plotting the walk -def plot_walkers(total_steps, total_walkers, x_list, y_list): - """ - Generates plot of walker(s) and saves figure as PNG file. - :param total_steps: Number of steps (needed for a figure title) - :param total_walkers: Number of walkers (needed for a figure title) - :param x_list: List of x-coordinates of walker(s) position - :param y_list: List of y-coordinates of walker(s) position - :return: none - """ - # set figure and axis - fig = plt.figure(figsize=(8, 8), dpi=200) - ax = fig.add_subplot(111) - # create list of unique colors - color = iter(plt.cm.rainbow(np.linspace(0, 1, total_walkers))) - for w in range(total_walkers): - c = next(color) - path_x = x_list[w] - path_y = y_list[w] - # plot vertices, path, start position and end position - ax.scatter(path_x, path_y, color=c, alpha=0.25, s=1) - ax.plot(path_x, path_y, color=c, alpha=0.25, lw=2, label='%s. walker' % (w+1)) - ax.plot(path_x[0], path_y[0], color=c, marker='o') - ax.plot(path_x[-1], path_y[-1], color=c, marker='+') - plt.legend() - plt.title("Random Walk (Number of walkers = " + str(total_walkers) + ", $n = " + str(total_steps) + "$ steps)") - plt.savefig(".\\rand_walk_{}_{}.png".format(total_walkers, total_steps)) - plt.show() - - -def plot_raster(arr): - """ - Plots landscape - :param arr: raster array of landscape - :return: - """ - #TODO could be do with some more adjustements - plt.imshow(arr) - plt.show() - - def run_random_walkers(total_steps, total_walkers, step_size, landscape, diff_start, mov_pattern): """ executes the random walker tool based on input data @@ -366,19 +128,19 @@ def run_random_walkers(total_steps, total_walkers, step_size, landscape, diff_st # diverted because of the completely different implementation methods -> could be done better in the future if landscape: fill_percentage = 0.1 - landscape_raster = generate_area(landscape, int(total_steps/100), fill_percentage) - walk = landscape_walker(int(total_steps/100), landscape_raster) + landscape_raster = rw.create_raster(int(total_steps/100), fill_percentage) + walk = rw.r_walker(int(total_steps/100), landscape_raster) # plot landscape raster with obstacles and walker - plot_raster(walk) + rw.plot_raster(walk) else: # creating two arrays for containing x and y coordinate # of size equals to the number of size and filled up with 0's - x, y = generate_area(landscape, total_steps) + x, y = vw.create_walking_space(total_steps) # multiple walkers - list_x, list_y = multiple_walkers(x, y, total_steps, total_walkers, step_size, diff_start, mov_pattern) - plot_walkers(total_steps, total_walkers, list_x, list_y) + list_x, list_y = vw.multiple_v_walkers(x, y, total_steps, total_walkers, step_size, diff_start, mov_pattern) + vw.plot_v_walkers(total_steps, total_walkers, list_x, list_y) if __name__ == "__main__": - run_random_walkers(100, 1, 1, False, True, True) + run_random_walkers(100, 5, 1, False, True, True) diff --git a/rand_walk_5_100.png b/rand_walk_5_100.png index a271737bfd5a44264ab00f43301d6153ea7ff0bc..d01ee6bd9a18ca009b0f76b9043e06376dc01e67 100644 GIT binary patch literal 168890 zcmeFZ`9GBH`v*MQca;{BrEDQfA!VBuS+hjQE=xklz7E<`vL;ceY}vQ$%!smN3o#f> 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zh#~Nd0Evj>ItU5X?-_UWDV4H|Qr~7Y-C;zY14n>qAkO50WtzIWF$mv=5QOf3Bs32x zZ(wKXwmx!Z`$yS^<2}xo%i~HC`g2UpP7~nx?mvD~N*)9$w!i{K3 z5^|>}Mwyoz+Z5j8uaX51Gg WO-Y8->0Ks&rtaCNl%R0*!v6swndq+o diff --git a/test_vector_walker.py b/test_vector_walker.py new file mode 100644 index 0000000..3eccc4e --- /dev/null +++ b/test_vector_walker.py @@ -0,0 +1,25 @@ +#!/usr/bin/env python +# -*- coding: utf-8 -*- +"""Unit testing of walkers""" + +import raster_walker as rw +import vector_walker as vw + + +def test_walker_next(): + # define initial position and direction + start = (2, 2) + total_steps = 1 + x, y = vw.create_walking_space(total_steps) + direction = "EAST" + step_size = 1 + expected_new_x = 3 + expected_new_y = 2 + + # execute the nextstep function + new_x, new_y = vw.next_step(x, y, 0, direction, step_size) + + + # assert + assert new_x[0] + start[0] == expected_new_x + assert new_y[0] + start[1] == expected_new_y diff --git a/vector_walker.py b/vector_walker.py new file mode 100644 index 0000000..8e0d54b --- /dev/null +++ b/vector_walker.py @@ -0,0 +1,185 @@ +#!/usr/bin/env python +# -*- coding: utf-8 -*- +"""Vectorized Walker""" + +import random +import math as m +import matplotlib.pyplot as plt +import numpy as np + + +def next_step(x_arr, y_arr, pos, direction, step_size): + """ + Returns the next step for a random walker + :param x_arr: numpy array of the walker's path – x-coordinates + :param y_arr: numpy array of the walker's path – y-coordinates + :param pos: which step is walker doing + :param direction: direction of the step + :param step_size: size of the step + :return: updated arrays of the path + """ + # go east + if direction == "EAST": + x_arr[pos] = x_arr[pos - 1] + step_size + y_arr[pos] = y_arr[pos - 1] + # go west + elif direction == "WEST": + x_arr[pos] = x_arr[pos - 1] - step_size + y_arr[pos] = y_arr[pos - 1] + # go north + elif direction == "NORTH": + x_arr[pos] = x_arr[pos - 1] + y_arr[pos] = y_arr[pos - 1] + step_size + # go south + elif direction == "SOUTH": + x_arr[pos] = x_arr[pos - 1] + y_arr[pos] = y_arr[pos - 1] - step_size + # go northeast + elif direction == "NORTHEAST": + x_arr[pos] = x_arr[pos - 1] + step_size + y_arr[pos] = y_arr[pos - 1] + step_size + # go northwest + elif direction == "NORTHWEST": + x_arr[pos] = x_arr[pos - 1] - step_size + y_arr[pos] = y_arr[pos - 1] + step_size + # go southeast + elif direction == "SOUTHEAST": + x_arr[pos] = x_arr[pos - 1] + step_size + y_arr[pos] = y_arr[pos - 1] - step_size + # go southwest + elif direction == "SOUTHWEST": + x_arr[pos] = x_arr[pos - 1] - step_size + y_arr[pos] = y_arr[pos - 1] - step_size + return x_arr, y_arr + + +def different_start_pos(total_steps): + """ + Returns a random starting position of a walker + :param total_steps: based on number of steps the start shift is chosen + :return: tuple of random integer coordinates + """ + if total_steps <= 10: + start_shift = 10 + else: + start_shift = int(m.sqrt(total_steps)) + return random.randint(-start_shift, start_shift), random.randint(-start_shift, start_shift) + + +def get_random_direction(direction_set): + """ + Returns a random direction + :param direction_set: von Neumann or Moor'sche neighborhood + :return: random direction (f.e. 'NORTH') + """ + return random.choice(direction_set) + + +def create_walking_space(total_steps): + """ + Creating empty arrays for x,y-coordinates + :param total_steps: number of steps + :return: numpy arrays + """ + # for random walker without landscape + x_arr, y_arr = np.zeros(total_steps).astype(int), np.zeros(total_steps).astype(int) + return x_arr, y_arr + + +def v_walker(x_arr, y_arr, total_steps, diff_start, step_size=1, + mov_pattern=False): + """ + Normal random walker with step size 1 + :param diff_start: if True, walker starts walking + from a different position, else starts at (0,0) + :param total_steps: number of steps + :param step_size: defines the size of the steps + :param x_arr: empty numpy array consisting of n zeros + :param y_arr: empty numpy array consisting of n zeros + :param mov_pattern: boolean, if True, Moor'sche neighboorhood is used, else Neumann + :return: x, y numpy arrays + """ + + # checks which movement set the walker should get + # Neumann or Moor + if not mov_pattern: + # von Neumann neighborhood + direction_set = ("NORTH", "SOUTH", "EAST", "WEST") + else: + # Moor'sche neighborhood + direction_set = ("NORTH", "SOUTH", "EAST", "WEST", + "NORTHWEST", "NORTHEAST", "SOUTHWEST", "SOUTHEAST") + + # get random start position if that is wanted + if diff_start is True: + start = (different_start_pos(total_steps)) + else: + start = (0, 0) + # for the total number of steps, calculate walker movement randomly + for pos in range(1, total_steps): + direction = get_random_direction(direction_set) + x_arr, y_arr = next_step(x_arr, y_arr, pos, direction, step_size) + return x_arr + start[0], y_arr + start[1] + + +def multiple_v_walkers(x_arr, y_arr, total_steps, total_walkers, step_size, + diff_start, mov_pattern): + """ + Generates paths for multiple walkers + :param x_arr: np.array of x-coordinates (input: zeros) + :param y_arr: np.array of y-coordinates (input: zeros) + :param total_steps: number of steps of individual walker + :param total_walkers: number of walkers + :param step_size: defines the size of the steps + :param diff_start: bool value – if True, walkers start from different position + if False, walkers start from the same position + :param mov_pattern: boolean, if True, Moor'sche neighboorhood is used, else Neumann + :return: lists of x and y coordinates + """ + # create empty lists + x_list = [] + y_list = [] + for _ in range(total_walkers): + # call walker function to generate array of x and y coordinates of one walker + x_axis, y_axis = v_walker(x_arr, y_arr, total_steps, diff_start, step_size, mov_pattern) + # append to list + x_list.append(x_axis) + y_list.append(y_axis) + # set input arrays back to zeros + x_arr, y_arr = create_walking_space(total_steps) + return x_list, y_list + + +# plotting the walk +def plot_v_walkers(total_steps, total_walkers, x_list, y_list): + """ + Generates plot of walker(s) and saves figure as PNG file. + :param total_steps: Number of steps (needed for a figure title) + :param total_walkers: Number of walkers (needed for a figure title) + :param x_list: List of x-coordinates of walker(s) position + :param y_list: List of y-coordinates of walker(s) position + :return: none + """ + # set figure and axis + fig = plt.figure(figsize=(5, 5), dpi=200) + axes = fig.add_subplot(111) + # create list of unique colors + color = iter(plt.cm.rainbow(np.linspace(0, 1, total_walkers))) + for wal in range(total_walkers): + col = next(color) + path_x = x_list[wal] + path_y = y_list[wal] + # plot vertices, path, start position and end position + axes.scatter(path_x, path_y, color=col, alpha=0.25, s=1) + axes.plot(path_x, path_y, color=col, alpha=0.25, lw=2, label='%s. walker' % (wal+1)) + axes.plot(path_x[0], path_y[0], color=col, marker='o') + axes.plot(path_x[-1], path_y[-1], color=col, marker='+') + axes.axis('equal') + plt.xlabel('x') + plt.ylabel('x') + plt.legend() + plt.tight_layout() + plt.title("Random Walk (Number of walkers = " + str(total_walkers) + + ", $n = " + str(total_steps) + "$ steps)") + plt.savefig(".\\rand_walk_{}_{}.png".format(total_walkers, total_steps)) + plt.show() diff --git a/vector_walkers.py b/vector_walkers.py deleted file mode 100644 index dd6b356..0000000 --- a/vector_walkers.py +++ /dev/null @@ -1,153 +0,0 @@ -#!/usr/bin/env python -# -*- coding: utf-8 -*- -"""Vectorized Walker""" - - -import matplotlib.pyplot as plt -import random -import numpy as np - - - -def next_step(x, y, pos, direction, step_size): - """ Returns the next step for a random walker""" - # go east - if direction == "EAST": - x[pos] = x[pos - 1] + step_size - y[pos] = y[pos - 1] - # go west - elif direction == "WEST": - x[pos] = x[pos - 1] - step_size - y[pos] = y[pos - 1] - # go north - elif direction == "NORTH": - x[pos] = x[pos - 1] - y[pos] = y[pos - 1] + step_size - # go south - elif direction == "SOUTH": - x[pos] = x[pos - 1] - y[pos] = y[pos - 1] - step_size - # go northeast - elif direction == "NORTHEAST": - x[pos] = x[pos - 1] + step_size - y[pos] = y[pos - 1] + step_size - # go northwest - elif direction == "NORTHWEST": - x[pos] = x[pos - 1] - step_size - y[pos] = y[pos - 1] + step_size - # go southeast - elif direction == "SOUTHEAST": - x[pos] = x[pos - 1] + step_size - y[pos] = y[pos - 1] - step_size - # go southwest - elif direction == "SOUTHWEST": - x[pos] = x[pos - 1] - step_size - y[pos] = y[pos - 1] - step_size - return x, y - - -def different_start_pos(total_steps): - """returns a tuple at a randomly selected position""" - start_shift = int(total_steps / 100) - return random.randint(-start_shift, start_shift) - - -def get_random_direction(direction_set): - """Returns a random direction""" - return random.choice(direction_set) - - -def create_walking_space(total_steps): - # for random walker without landscape - x, y = np.zeros(total_steps), np.zeros(total_steps) - return x, y - -def v_walker(x, y, total_steps, diff_start, step_size=1, mov_pattern=False): - """ - Normal random walker with step size 1 - :param diff_start: - :param total_steps: number of steps - :param step_size: defines the size of the steps - :param x: empty numpy array consisting of n zeros - :param y: empty numpy array consisting of n zeros - :param mov_pattern: boolean, if True, Moor'sche neighboorhood is used, else Neumann - :return: x, y numpy arrays - """ - - # checks which movement set the walker should get - # Neumann or Moor - if not mov_pattern: - # von Neumann neighborhood - direction_set = ("NORTH", "SOUTH", "EAST", "WEST") - else: - # Moor'sche neighborhood - direction_set = ("NORTH", "SOUTH", "EAST", "WEST", "NORTHWEST", "NORTHEAST", "SOUTHWEST", "SOUTHEAST") - - # get random start position if that is wanted - if diff_start is True: - x[0] = different_start_pos(total_steps) - y[0] = different_start_pos(total_steps) - # for the total number of steps, calculate walker movement randomly - for pos in range(1, total_steps): - direction = get_random_direction(direction_set) - x, y = next_step(x, y, pos, direction, step_size) - return x, y - - -#TODO: implement multiple walkers for landscape walkers (and other possible walkers) -def multiple_v_walkers(x, y, total_steps, total_walkers, step_size, diff_start, mov_pattern): - """ - Generates paths for multiple walkers - :param x: np.array of x-coordinates (input: zeros) - :param y: np.array of y-coordinates (input: zeros) - :param total_steps: number of steps of individual walker - :param total_walkers: number of walkers - :param step_size: defines the size of the steps - :param diff_start: bool value – if True, walkers start from different position - if False, walkers start from the same position - :param mov_pattern: boolean, if True, Moor'sche neighboorhood is used, else Neumann - :return: lists of x and y coordinates - """ - # create empty lists - x_list = [] - y_list = [] - for w in range(total_walkers): - # call walker function to generate array of x and y coordinates of one walker - x_axis, y_axis = v_walker(x, y, total_steps, diff_start, step_size, mov_pattern) - # append to list - x_list.append(x_axis) - y_list.append(y_axis) - # set input arrays back to zeros - x = np.zeros(total_steps) - y = np.zeros(total_steps) - return x_list, y_list - - -# plotting the walk -def plot_v_walkers(total_steps, total_walkers, x_list, y_list): - """ - Generates plot of walker(s) and saves figure as PNG file. - :param total_steps: Number of steps (needed for a figure title) - :param total_walkers: Number of walkers (needed for a figure title) - :param x_list: List of x-coordinates of walker(s) position - :param y_list: List of y-coordinates of walker(s) position - :return: none - """ - # set figure and axis - fig = plt.figure(figsize=(8, 8), dpi=200) - ax = fig.add_subplot(111) - # create list of unique colors - color = iter(plt.cm.rainbow(np.linspace(0, 1, total_walkers))) - for w in range(total_walkers): - c = next(color) - path_x = x_list[w] - path_y = y_list[w] - # plot vertices, path, start position and end position - ax.scatter(path_x, path_y, color=c, alpha=0.25, s=1) - ax.plot(path_x, path_y, color=c, alpha=0.25, lw=2, label='%s. walker' % (w+1)) - ax.plot(path_x[0], path_y[0], color=c, marker='o') - ax.plot(path_x[-1], path_y[-1], color=c, marker='+') - plt.legend() - plt.title("Random Walk (Number of walkers = " + str(total_walkers) + ", $n = " + str(total_steps) + "$ steps)") - plt.savefig(".\\rand_walk_{}_{}.png".format(total_walkers, total_steps)) - plt.show() From 6b749225f0d4d0a605a8ce1d66b43aa41f96a745 Mon Sep 17 00:00:00 2001 From: BoSott Date: Wed, 4 Aug 2021 20:16:32 +0200 Subject: [PATCH 20/23] all ready except the raster test cases --- test_walkers.py => test_raster_walkers.py | 15 ++++++++++++++- 1 file changed, 14 insertions(+), 1 deletion(-) rename test_walkers.py => test_raster_walkers.py (83%) diff --git a/test_walkers.py b/test_raster_walkers.py similarity index 83% rename from test_walkers.py rename to test_raster_walkers.py index f4f1f47..8ebd2b1 100644 --- a/test_walkers.py +++ b/test_raster_walkers.py @@ -22,8 +22,11 @@ def test_raster_one_step(): future_pos = [0, 0] pos_north = rw.raster_one_step(direction_set[0], curr_pos, future_pos) + future_pos = [0, 0] pos_south = rw.raster_one_step(direction_set[1], curr_pos, future_pos) + future_pos = [0, 0] pos_east = rw.raster_one_step(direction_set[2], curr_pos, future_pos) + future_pos = [0, 0] pos_west = rw.raster_one_step(direction_set[3], curr_pos, future_pos) expected_north = [1, 0] @@ -35,7 +38,17 @@ def test_raster_one_step(): assert pos_south == expected_south assert pos_east == expected_east assert pos_west == expected_west + print("raster_one_step worked") + + +def test_check_landscape(): + raster = np.zeros((4, 4)) + raster[1:3, 1:3] = 1 + + rw.check_landscape() + + test_raster_one_step() -test_walker() \ No newline at end of file +test_create_raster() From c08ab0311530e0056d15b2f0d4a944cd93c4cbcd Mon Sep 17 00:00:00 2001 From: BoSott Date: Wed, 4 Aug 2021 20:37:10 +0200 Subject: [PATCH 21/23] tests finished and code adjusted to pep8 standards --- main.py | 2 +- raster_walker.py | 32 +++++++++++++++++++------------ test_raster_walkers.py | 43 ++++++++++++++++++++++++++++-------------- 3 files changed, 50 insertions(+), 27 deletions(-) diff --git a/main.py b/main.py index f21651c..40a6b56 100644 --- a/main.py +++ b/main.py @@ -119,7 +119,7 @@ def run_random_walkers(total_steps, total_walkers, step_size, landscape, diff_st :return: """ - # adjust wrong input + # adjust wrong input, quick but powerful!;) if total_steps < 100: total_steps = 100 if total_walkers < 1: diff --git a/raster_walker.py b/raster_walker.py index 6506f53..0f51066 100644 --- a/raster_walker.py +++ b/raster_walker.py @@ -2,10 +2,11 @@ # -*- coding: utf-8 -*- """ Rasterized Walker""" -import matplotlib.pyplot as plt + import random -import numpy as np import math +import numpy as np +import matplotlib.pyplot as plt from matplotlib.colors import ListedColormap from matplotlib.patches import Patch @@ -31,6 +32,13 @@ def check_landscape(landscape, position): def raster_one_step(direction, curr_pos, future_pos): + """ + Alters given position based on given direction + :param direction: String, celestial direction + :param curr_pos: the current position + :param future_pos: future position + :return: updated future position + """ if direction == "EAST": future_pos[1] = curr_pos[1] + 1 elif direction == "WEST": @@ -102,9 +110,9 @@ def create_raster(total_steps: int, fill=0.1): upper_left = (int(centre - side_length_obstacle / 2), int(centre - side_length_obstacle / 2)) # places an obstacle as square in the middle of the landscape arr - for x in range(side_length_obstacle): - for y in range(side_length_obstacle): - arr[upper_left[0] + y, upper_left[1] + x] = 1 + for row in range(side_length_obstacle): + for col in range(side_length_obstacle): + arr[upper_left[0] + col, upper_left[1] + row] = 1 return arr @@ -117,11 +125,11 @@ def plot_raster(arr, total_steps): """ cmap = ListedColormap(["grey", "black", "darkgreen", "red"]) - fig, ax = plt.subplots(figsize=(10, 5)) + fig, axs = plt.subplots(figsize=(10, 5)) - ax.imshow(arr, cmap=cmap,) + axs.imshow(arr, cmap=cmap) - ax.set_title("Random Walk (Number of walkers = 1, total steps: " + str(total_steps)) + axs.set_title("Random Walk (Number of walkers = 1, total steps: " + str(total_steps)) # Add a legend for labels legend_labels = {"black": "obstacle", "darkgreen": "path", "red": "start point"} @@ -129,9 +137,9 @@ def plot_raster(arr, total_steps): patches = [Patch(color=color, label=label) for color, label in legend_labels.items()] - ax.legend(handles=patches, - bbox_to_anchor=(1.35, 1), - facecolor="white") + axs.legend(handles=patches, + bbox_to_anchor=(1.35, 1), + facecolor="white") - ax.set_axis_off() + axs.set_axis_off() plt.show() diff --git a/test_raster_walkers.py b/test_raster_walkers.py index 8ebd2b1..5e35812 100644 --- a/test_raster_walkers.py +++ b/test_raster_walkers.py @@ -1,22 +1,22 @@ -import raster_walker as rw -import vector_walkers as vw +#!/usr/bin/env python +# -*- coding: utf-8 -*- +""" tests the raster_walker.py functionality""" + + import numpy as np +import raster_walker as rw def test_create_raster(): - """ Test if raster creation works and implements the obstacle correctly """ + """ Checks if raster creation works and implements the obstacle correctly """ created_raster = rw.create_raster(100) expected_raster = np.zeros((10, 10)) expected_raster[3:6, 3:6] = 1 assert np.array_equal(created_raster, expected_raster) -# def test_walker(): -# created_raster = rw.create_raster(100) -# walk = rw.r_walker(100, created_raster) -# rw.plot_raster(walk, 100) - def test_raster_one_step(): + """ Checks if raster one step returns the correct changes """ direction_set = ("NORTH", "SOUTH", "EAST", "WEST") curr_pos = [0, 0] future_pos = [0, 0] @@ -38,17 +38,32 @@ def test_raster_one_step(): assert pos_south == expected_south assert pos_east == expected_east assert pos_west == expected_west - print("raster_one_step worked") def test_check_landscape(): + """ Checks if raster obstacle check is working correct """ + raster = np.zeros((4, 4)) raster[1:3, 1:3] = 1 + raster[3, 3] = 3 + position1 = [0, 0] + position2 = [2, 2] + position3 = [0, -1] + position4 = [-1, 0] + position5 = [4, 0] + position6 = [0, 4] + position7 = [3, 3] - rw.check_landscape() - - + assert rw.check_landscape(raster, position1) is True + assert rw.check_landscape(raster, position2) is False + assert rw.check_landscape(raster, position3) is True + assert rw.check_landscape(raster, position4) is True + assert rw.check_landscape(raster, position5) is True + assert rw.check_landscape(raster, position6) is True + assert rw.check_landscape(raster, position7) is False -test_raster_one_step() -test_create_raster() +if __name__ == "__main__": + test_raster_one_step() + test_create_raster() + test_check_landscape() From bd74c7f1f353c751877125dafadb7ae8fac57947 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Michal=20Kol=C3=A1=C5=99?= Date: Wed, 4 Aug 2021 20:39:53 +0200 Subject: [PATCH 22/23] main.py fixed according to PEP-8 --- main.py | 26 ++++++++++++++------------ rand_walk_5_100.png | Bin 86279 -> 82456 bytes 2 files changed, 14 insertions(+), 12 deletions(-) diff --git a/main.py b/main.py index 61a77bb..7ac0ba9 100644 --- a/main.py +++ b/main.py @@ -17,7 +17,8 @@ "-ts", default=10000, type=int, - help="Specify the number of total steps for each random walker, Default is 10,000, Minimum 100", + help="Specify the number of total steps for each random walker," + "Default is 10,000, Minimum 100", ) ] @@ -86,7 +87,8 @@ def _add_options(func): @click.option('--verbose', '-v', is_flag=False, help="Will print verbose messages.") def cli(verbose: bool) -> None: if verbose: - click.echo("We are in the verbose mode. Which does not make any difference right now.. but hey, have fun!") + click.echo("We are in the verbose mode. Which does not make any" + "difference right now.. but hey, have fun!") @cli.command() @@ -102,9 +104,10 @@ def run( step_size: int, landscape: bool, start_point: bool, + mov_pattern: bool ) -> None: """ execute command to generate random walkers """ - run_random_walkers(total_steps, total_walkers, step_size, landscape, start_point) + run_random_walkers(total_steps, total_walkers, step_size, landscape, start_point, mov_pattern) def run_random_walkers(total_steps, total_walkers, step_size, landscape, diff_start, mov_pattern): @@ -120,12 +123,11 @@ def run_random_walkers(total_steps, total_walkers, step_size, landscape, diff_st """ # adjust wrong input - if total_steps < 100: - total_steps = 100 - if total_walkers < 1: - total_walkers = 1 + total_steps = max(total_steps, 100) + total_walkers = max(total_walkers, 1) - # diverted because of the completely different implementation methods -> could be done better in the future + # diverted because of the completely different implementation methods -> + # could be done better in the future if landscape: # percentage of how much space obstacles shall block fill_percentage = 0.1 @@ -136,13 +138,13 @@ def run_random_walkers(total_steps, total_walkers, step_size, landscape, diff_st else: # creating two arrays for containing x and y coordinate # of size equals to the number of size and filled up with 0's - x, y = vw.create_walking_space(total_steps) + x_arr, y_arr = vw.create_walking_space(total_steps) # multiple walkers - list_x, list_y = vw.multiple_v_walkers(x, y, total_steps, total_walkers, step_size, diff_start, mov_pattern) - print(list_x) + list_x, list_y = vw.multiple_v_walkers(x_arr, y_arr, total_steps, total_walkers, + step_size, diff_start, mov_pattern) vw.plot_v_walkers(total_steps, total_walkers, list_x, list_y) if __name__ == "__main__": - run_random_walkers(10, 5, 1, True, True, True) + run_random_walkers(100, 5, 1, True, True, True) diff --git a/rand_walk_5_100.png b/rand_walk_5_100.png index 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Simulation -This is a **group exercise**, so you should be working in pairs of two students. It's **30% of your final grade**. - -The Goal is to **practise writing readable, maintainable and reliable code collaboratively.** - - ## Write an extended random walk program In this repo you find a basic implementation of a [random walk simulation](https://en.wikipedia.org/wiki/Random_walk) in 2-dimensional space taken from [this blogpost](https://www.geeksforgeeks.org/random-walk-implementation-python/). Running the code yields an image which shows the path of the random walk. @@ -50,11 +45,11 @@ Usage: random_walker run [OPTIONS] execute command to generate random walkers Options: - -ts, --total_steps INTEGER Specify the number of total steps for the - random walker, Default is 10,000 + -ts, --total_steps INTEGER Specify the number of total steps for each + random walker, Default is 10,000, Minimum 100 -tw, --total_walkers INTEGER Specify the number of total walkers, Default - is 1 + is 1, Minimum is 1 -ss, --step_size INTEGER Specify the size of the steps taken, Default is 1 @@ -65,6 +60,9 @@ Options: -sp, --start_point BOOLEAN Specify whether the walkers shall start from the same point or not, Default is False + -mp, --mov_pattern BOOLEAN Specify the neighborhood movement pattern, + False is Neumann, True is Moor + --help Show this message and exit. ```` diff --git a/raster_walker.py b/raster_walker.py index 0f51066..b89a9d1 100644 --- a/raster_walker.py +++ b/raster_walker.py @@ -142,4 +142,5 @@ def plot_raster(arr, total_steps): facecolor="white") axs.set_axis_off() + plt.savefig(".\\rand_walk_raster_{}.png".format(total_steps)) plt.show()

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wrote some tests and extended raster plotting --- README.md | 3 ++ main.py | 15 +++--- raster_walker.py | 116 ++++++++++++++++++++++++++++++----------------- test_walkers.py | 41 +++++++++++++++++ 4 files changed, 126 insertions(+), 49 deletions(-) create mode 100644 test_walkers.py diff --git a/README.md b/README.md index 66d5b0b..ebe1a60 100644 --- a/README.md +++ b/README.md @@ -14,6 +14,9 @@ The result will be directly shown to the user and additionally saved as png. ![random_walk](rand_walk_5_100.png) start: point; end: cross +An example for the landscape raster walker +![img_1.png](img_1.png) + ## Setting up the project 1. clone repository 2. setup a virtual environment diff --git a/main.py b/main.py index 5702e42..f21651c 100644 --- a/main.py +++ b/main.py @@ -17,7 +17,7 @@ "-ts", default=10000, type=int, - help="Specify the number of total steps for each random walker, Default is 10,000, Minimum 10", + help="Specify the number of total steps for each random walker, Default is 10,000, Minimum 100", ) ] @@ -120,18 +120,19 @@ def run_random_walkers(total_steps, total_walkers, step_size, landscape, diff_st """ # adjust wrong input - if total_steps < 10: - total_steps = 10 + if total_steps < 100: + total_steps = 100 if total_walkers < 1: total_walkers = 1 # diverted because of the completely different implementation methods -> could be done better in the future if landscape: + # percentage of how much space obstacles shall block fill_percentage = 0.1 - landscape_raster = rw.create_raster(int(total_steps/100), fill_percentage) - walk = rw.r_walker(int(total_steps/100), landscape_raster) + landscape_raster = rw.create_raster(total_steps, fill_percentage) + walk = rw.r_walker(total_steps, landscape_raster) # plot landscape raster with obstacles and walker - rw.plot_raster(walk) + rw.plot_raster(walk, total_steps) else: # creating two arrays for containing x and y coordinate # of size equals to the number of size and filled up with 0's @@ -143,4 +144,4 @@ def run_random_walkers(total_steps, total_walkers, step_size, landscape, diff_st if __name__ == "__main__": - run_random_walkers(100, 5, 1, False, True, True) + run_random_walkers(10, 5, 1, True, True, True) diff --git a/raster_walker.py b/raster_walker.py index 8b42e0f..6506f53 100644 --- a/raster_walker.py +++ b/raster_walker.py @@ -6,6 +6,8 @@ import random import numpy as np import math +from matplotlib.colors import ListedColormap +from matplotlib.patches import Patch def check_landscape(landscape, position): @@ -15,91 +17,121 @@ def check_landscape(landscape, position): :param position: :return: """ - if landscape[position[0], position[1]] != 1: + # implement endless border -> reach border on the right, come in on the left + # like the good old snake + if abs(position[0]) >= landscape.shape[0]: + position[0] = position[0] % landscape.shape[0] + if abs(position[1]) >= landscape.shape[1]: + position[1] = position[1] % landscape.shape[1] + + # check if the given position is an obstacle or the starting point + if landscape[position[0], position[1]] != 1 and landscape[position[0], position[1]] != 3: return True return False -def r_walker(landscape, total_steps, step_size=1, direction_set=("NORTH", "SOUTH", "EAST", "WEST")): +def raster_one_step(direction, curr_pos, future_pos): + if direction == "EAST": + future_pos[1] = curr_pos[1] + 1 + elif direction == "WEST": + future_pos[1] = curr_pos[1] - 1 + elif direction == "NORTH": + future_pos[0] = curr_pos[0] + 1 + else: + future_pos[0] = curr_pos[0] - 1 + + return future_pos + + +def r_walker(total_steps, landscape, direction_set=("NORTH", "SOUTH", "EAST", "WEST")): """ - Normal random walker with step size 1 + Random walker on 2D array with an obstacle with step size 1 :param total_steps: integer specifying the number of steps by the walker :param landscape: 2D numpy array with some landscape features - :param step_size: defines the size of the steps :param direction_set: defines a set of directions, default values North, South, East, West :return: x, y numpy arrays """ - # TODO: ADJUST IT dynamically - curr_pos = [33, 33] - future_pos = [33, 33] + # start upper left corner + curr_pos = [0, 0] + future_pos = [0, 0] + + # give the starting position another value for plotting it later + landscape[curr_pos[0], curr_pos[1]] = 3 for step in range(0, total_steps): + check = False + while not check: direction = random.choice(direction_set) - if direction == "EAST": - future_pos[1] = curr_pos[1] + 1 - check = check_landscape(landscape, future_pos) - if check: - landscape[future_pos[0], future_pos[1]] = 2 - elif direction == "WEST": - future_pos[1] = curr_pos[1] - 1 - check = check_landscape(landscape, future_pos) - if check: - landscape[future_pos[0], future_pos[1]] = 2 - elif direction == "NORTH": - future_pos[0] = curr_pos[0] + 1 - check = check_landscape(landscape, future_pos) - if check: - landscape[future_pos[0], future_pos[1]] = 2 - else: - future_pos[0] = curr_pos[0] - 1 - check = check_landscape(landscape, future_pos) - if check: - landscape[future_pos[0], future_pos[1]] = 2 + future_pos = raster_one_step(direction, curr_pos, future_pos) + check = check_landscape(landscape, future_pos) + landscape[future_pos[0], future_pos[1]] = 2 curr_pos = future_pos - return landscape -def create_raster(n: int, fill=0.1): +def create_raster(total_steps: int, fill=0.1): """ generates x,y 1D arrays with zeros for total_steps or generates landscape 2D array with obstacles if landscape is true - :param landscape: 2D numpy array with some landscape features - :param n: length of arrays or size of dimensions (2D) + :param total_steps: total count of steps :param fill: how much of the area of the 2D array shall be filled with obstacles (percentage) :return: """ - arr = np.zeros((n, n)) + # side_length as square root of the total steps + side_length = int(math.sqrt(total_steps)) + + # create 2D array + arr = np.zeros((side_length, side_length)) total_area = arr.size fill_area = int(total_area * fill) if fill_area % 2 == 1: fill_area += 1 - side_length = int(math.sqrt(fill_area)) - centre = n / 2 + # get length of one size of the square + side_length_obstacle = int(math.sqrt(fill_area)) + + centre = side_length / 2 # centre with x, y - upper_left = (int(centre - side_length / 2), int(centre - side_length / 2)) + upper_left = (int(centre - side_length_obstacle / 2), int(centre - side_length_obstacle / 2)) - # places an obstacle as square in the middle of the landscape - for x in range(side_length): - for y in range(side_length): + # places an obstacle as square in the middle of the landscape arr + for x in range(side_length_obstacle): + for y in range(side_length_obstacle): arr[upper_left[0] + y, upper_left[1] + x] = 1 return arr -def plot_raster(arr): +def plot_raster(arr, total_steps): """ - Plots landscape + Plots landscape with the path of the random walker + :param total_steps: total number of steps :param arr: raster array of landscape :return: """ - #TODO could be do with some more adjustements - plt.imshow(arr) + cmap = ListedColormap(["grey", "black", "darkgreen", "red"]) + + fig, ax = plt.subplots(figsize=(10, 5)) + + ax.imshow(arr, cmap=cmap,) + + ax.set_title("Random Walk (Number of walkers = 1, total steps: " + str(total_steps)) + + # Add a legend for labels + legend_labels = {"black": "obstacle", "darkgreen": "path", "red": "start point"} + + patches = [Patch(color=color, label=label) + for color, label in legend_labels.items()] + + ax.legend(handles=patches, + bbox_to_anchor=(1.35, 1), + facecolor="white") + + ax.set_axis_off() plt.show() diff --git a/test_walkers.py b/test_walkers.py new file mode 100644 index 0000000..f4f1f47 --- /dev/null +++ b/test_walkers.py @@ -0,0 +1,41 @@ +import raster_walker as rw +import vector_walkers as vw +import numpy as np + + +def test_create_raster(): + """ Test if raster creation works and implements the obstacle correctly """ + created_raster = rw.create_raster(100) + expected_raster = np.zeros((10, 10)) + expected_raster[3:6, 3:6] = 1 + assert np.array_equal(created_raster, expected_raster) + +# def test_walker(): +# created_raster = rw.create_raster(100) +# walk = rw.r_walker(100, created_raster) +# rw.plot_raster(walk, 100) + + +def test_raster_one_step(): + direction_set = ("NORTH", "SOUTH", "EAST", "WEST") + curr_pos = [0, 0] + future_pos = [0, 0] + + pos_north = rw.raster_one_step(direction_set[0], curr_pos, future_pos) + pos_south = rw.raster_one_step(direction_set[1], curr_pos, future_pos) + pos_east = rw.raster_one_step(direction_set[2], curr_pos, future_pos) + pos_west = rw.raster_one_step(direction_set[3], curr_pos, future_pos) + + expected_north = [1, 0] + expected_south = [-1, 0] + expected_east = [0, 1] + expected_west = [0, -1] + + assert pos_north == expected_north + assert pos_south == expected_south + assert pos_east == expected_east + assert pos_west == expected_west + + +test_raster_one_step() +test_walker() \ No newline at end of file From 8a24cf54ce40e9daecaeaed51b49c845d44dc64f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Michal=20Kol=C3=A1=C5=99?= Date: Wed, 4 Aug 2021 19:59:14 +0200 Subject: [PATCH 19/23] vector_walker.py fixed according to PEP-8 --- .idea/.name | 1 + main.py | 3 +- rand_walk_5_100.png | Bin 168890 -> 86279 bytes test_vector_walker.py | 25 ++++++ vector_walker.py | 185 ++++++++++++++++++++++++++++++++++++++++++ vector_walkers.py | 153 ---------------------------------- 6 files changed, 213 insertions(+), 154 deletions(-) create mode 100644 .idea/.name create mode 100644 test_vector_walker.py create mode 100644 vector_walker.py delete mode 100644 vector_walkers.py diff --git a/.idea/.name b/.idea/.name new file mode 100644 index 0000000..11a5d8e --- /dev/null +++ b/.idea/.name @@ -0,0 +1 @@ +main.py \ No newline at end of file diff --git a/main.py b/main.py index 5702e42..072a320 100644 --- a/main.py +++ b/main.py @@ -7,7 +7,7 @@ import click import raster_walker as rw -import vector_walkers as vw +import vector_walker as vw # user input – click @@ -139,6 +139,7 @@ def run_random_walkers(total_steps, total_walkers, step_size, landscape, diff_st # multiple walkers list_x, list_y = vw.multiple_v_walkers(x, y, total_steps, total_walkers, step_size, diff_start, mov_pattern) + print(list_x) vw.plot_v_walkers(total_steps, total_walkers, list_x, list_y) diff --git a/rand_walk_5_100.png b/rand_walk_5_100.png index d01ee6bd9a18ca009b0f76b9043e06376dc01e67..40d924290a4d87c254fdc6543ba8446a77760f10 100644 GIT binary patch literal 86279 zcmc$`2{e^&|2MjkA+yX8kx*pJJcm#r4P>5@GRr)ZF)~C*#%NG7WuE60Wy(Acv4w5O zu(1v2d)M>-pZBcwp0m!o-m})Rp4M+Y?7i>nzV7S#em~Q-pWf6`qaZy^ibA0%G}KjY zp-=>i$UhPy_>E>x|1bEDl&k7J*V~Q{Ts_PmTcI?~U7hS4UF{xOoOQQ)?DELbK~z9g z;4=T&hpw(pF4BU6_W%6?0msMIg4B1uSHp*#bW+!ML7~{1k$-p&J#O+SJQPYpMd^-b z+RB8N=biZ``6Jx-l$7sr>2XEeCn7$5rq{Wtdx7^39pR-ryGq3jH$POCmzh@RO_kRt z=`G)K`fwt0p8n=d8l|igCv;Tq-)?OU3_446Mg7WPifH#*>fq5*HR-{n$zb zow6xwUH)CJ`|;V_5f(Y`QWW);wt>Mb&xI80)5hJ{sQ|&jPx|MMa1FlK>hCzcuHH$N!Z 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