From 89d1aa780270734be62d4165c4c506d2e16db394 Mon Sep 17 00:00:00 2001 From: MonoYuku Date: Wed, 23 Jun 2021 11:09:17 +0200 Subject: [PATCH] DecisionTree update --- .idea/.name | 2 +- __pycache__/bfs.cpython-39.pyc | Bin 1821 -> 1821 bytes __pycache__/trash.cpython-39.pyc | Bin 2206 -> 2270 bytes __pycache__/tree.cpython-39.pyc | Bin 0 -> 1907 bytes __pycache__/truck.cpython-39.pyc | Bin 1609 -> 1638 bytes bfs.py | 3 +- csv_gen.py | 51 + decision_tree.png | Bin 0 -> 326477 bytes img/wet.png | Bin 0 -> 2302 bytes main.py | 49 +- trash.py | 2 + tree.py | 57 ++ tree_dataset.csv | 1564 ++++++++++++++++++++++++++++++ tree_in_txt.txt | 112 +++ tree_model | Bin 0 -> 6564 bytes truck.py | 2 + 16 files changed, 1837 insertions(+), 5 deletions(-) create mode 100644 __pycache__/tree.cpython-39.pyc create mode 100644 csv_gen.py create mode 100644 decision_tree.png create mode 100644 img/wet.png create mode 100644 tree.py create mode 100644 tree_dataset.csv create mode 100644 tree_in_txt.txt create 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houses = create_houses(40) actions = bfs(pos, 0, endpos, houses) return len(actions) + diff --git a/csv_gen.py b/csv_gen.py new file mode 100644 index 0000000..1a241f6 --- /dev/null +++ b/csv_gen.py @@ -0,0 +1,51 @@ +import csv + +decision = [0, 1] # 0 - go to bin, 1 - pick up +levels = [1, 2, 3, 4, 5] +# 1 - 0;20 2 - 20;40 3 - 40;60 4 - 60;80 5 - 80;100 +# 1 - 0;40 2 - 40;80 3 - 80;120 4 - 120;160 5 - 160+ + + +def enough_free_space(available_space, trash_size, available_mass, mass_trash): + if available_space + trash_size <= 5 and available_mass + mass_trash <= 5: + return True + return False + + +def where_is_closer(bin_distance, trash_distance): + if bin_distance <= trash_distance: + return 0 + return 1 + + +with open('tree_dataset.csv', 'w', newline='') as csv_file: + file_writer = csv.writer(csv_file) + file_writer.writerow(["dis_dump", "dis_trash", "mass", "space", "trash_mass", "trash_space", "decision"]) + + counter = 0 + + for dis_dump in levels: + for dis_trash in levels: + for mass in levels: + for space in levels: + for trash_mass in levels: + for trash_space in levels: + if counter % 10 == 0: + if dis_dump == 1 and space >= 1 and mass >= 1: + file_writer.writerow([dis_dump, dis_trash, mass, space, trash_mass, trash_space, 0]) + elif dis_trash == 1 and enough_free_space(space, trash_space, mass, trash_mass): + file_writer.writerow([dis_dump, dis_trash, mass, space, trash_mass, trash_space, 1]) + elif mass == 4 or space == 4 and not enough_free_space(space, trash_space, mass, trash_mass): + file_writer.writerow([dis_dump, dis_trash, mass, space, trash_mass, trash_space, 0]) + elif mass == 5 or space == 5: + file_writer.writerow([dis_dump, dis_trash, mass, space, trash_mass, trash_space, 0]) + elif mass <= 3 and space <= 3 and enough_free_space(space, trash_space, mass, trash_mass): + file_writer.writerow([dis_dump, dis_trash, mass, space, trash_mass, trash_space, 1]) + elif mass == 4 or space == 4 and enough_free_space(space, trash_space, mass, 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import Trash from TSP import tsp, tspmove -from bfs import bfs +from bfs import bfs, distance model = load_model("model.h5") @@ -38,6 +38,9 @@ def game_keys(truck, multi_trash, houses, auto=False): print('↑') for tindex, trash in enumerate(multi_trash): if truck.pos == trash.pos: + truck.mass += trash.mass + truck.space += trash.space + print(truck.mass, truck.space) prediction = model.predict(multi_trash[tindex].content) for i in range (3): if multi_trash[tindex].names[i][:3] == 'cat': @@ -106,6 +109,46 @@ def game_loop(): if event.key == pygame.K_ESCAPE: pygame.quit() quit() + if (event.key == pygame.K_l): + if path.isfile('./tree_model') and not os.stat( + './tree_model').st_size == 0: + decision_tree = tree.load_tree_from_structure('./tree_model') + print("Tree model loaded!") + + if (event.key == pygame.K_k): + print(":>") + trash = multi_trash[0] + dis_dump = distance(truck.pos,[80,80]) + dis_trash = distance(truck.pos, trash.pos) + print(dis_dump, dis_trash, truck.mass, truck.space, trash.mass, trash.space) + decision = tree.making_decision(decision_tree, + dis_dump // 12 + 1, + dis_trash // 12 + 1, + truck.mass // 20 + 1, truck.space // 20 + 1, + trash.mass // 20 + 1, + trash.space // 20 + 1) + + print(decision) + if(decision[0]==0): + actions = bfs(truck.pos, truck.dir_control, + trash.pos, houses) + print(actions) + if not actions: + print('Path couldn\'t be found') + break + + print('##################################################') + while actions: + action = actions.pop() + pygame.event.post(pygame.event.Event( + pygame.KEYDOWN, {'key': action})) + + game_keys(truck, multi_trash, houses, True) + update_images(gameDisplay, truck, multi_trash, houses) + else: + truck.space=0 + truck.mass=0 + if (event.key == pygame.K_b): trash = multi_trash[0] actions = bfs(truck.pos, truck.dir_control, diff --git a/trash.py b/trash.py index 52cd3dc..7370c45 100644 --- a/trash.py +++ b/trash.py @@ -37,6 +37,8 @@ class Trash: self.size = grid_size self.content = draw_trash(filenames)[0] self.names = draw_trash(filenames)[1] + self.mass = random.randint(0, 25) + self.space = random.randint(0, 25) def new_pos(self, truck_pos, houses, multi): self.trash_content, self.trash_names = draw_trash(filenames) diff --git a/tree.py b/tree.py new file mode 100644 index 0000000..b107d2a --- /dev/null +++ b/tree.py @@ -0,0 +1,57 @@ +import joblib +import matplotlib.pyplot as plt +import pandas +from sklearn import tree +from sklearn.tree import DecisionTreeClassifier + +attributes = ["dis_dump", "dis_trash", "mass", "space", "trash_mass", "trash_space"] +decisions = ["decision"] + + +def learning_tree(): + dataset = pandas.read_csv('./tree_dataset.csv') + + x = dataset[attributes] + y = dataset[decisions] + + decision_tree = DecisionTreeClassifier() + decision_tree = decision_tree.fit(x, y) + + return decision_tree + + +def making_decision(decision_tree, distance_to_bin, distance_to_trash, filling_mass, filling_space, trash_mass, + trash_space): + decision = decision_tree.predict( + [[distance_to_bin, distance_to_trash, filling_mass, filling_space, trash_mass, trash_space]]) + + return decision + + +def save_all(decision_tree): + save_tree_to_png(decision_tree) + save_tree_to_txt(decision_tree) + save_tree_to_structure(decision_tree) + + +def save_tree_to_txt(decision_tree): + with open('./tree_in_txt.txt', "w") as file: + file.write(tree.export_text(decision_tree)) + + +def save_tree_to_png(decision_tree): + fig = plt.figure(figsize=(25, 20)) + _ = tree.plot_tree(decision_tree, feature_names=attributes, filled=True) + fig.savefig('./decision_tree.png') + + +def save_tree_to_structure(decision_tree): + joblib.dump(decision_tree, './tree_model') + + +def load_tree_from_structure(file): + return joblib.load(file) + +if __name__ == '__main__': + tre = learning_tree() + save_all(tre) \ No newline at end of file diff --git a/tree_dataset.csv b/tree_dataset.csv new file mode 100644 index 0000000..6cf2eab --- /dev/null +++ b/tree_dataset.csv @@ 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1.50 +| | | | |--- class: 0 +| | | |--- feature_0 > 1.50 +| | | | |--- feature_4 <= 2.50 +| | | | | |--- class: 1 +| | | | |--- feature_4 > 2.50 +| | | | | |--- feature_2 <= 2.50 +| | | | | | |--- class: 1 +| | | | | |--- feature_2 > 2.50 +| | | | | | |--- class: 0 +| | |--- feature_3 > 3.50 +| | | |--- feature_3 <= 4.50 +| | | | |--- feature_0 <= 2.50 +| | | | | |--- feature_1 <= 1.50 +| | | | | | |--- feature_0 <= 1.50 +| | | | | | | |--- class: 0 +| | | | | | |--- feature_0 > 1.50 +| | | | | | | |--- feature_2 <= 2.50 +| | | | | | | | |--- class: 1 +| | | | | | | |--- feature_2 > 2.50 +| | | | | | | | |--- feature_4 <= 2.00 +| | | | | | | | | |--- class: 1 +| | | | | | | | |--- feature_4 > 2.00 +| | | | | | | | | |--- class: 0 +| | | | | |--- feature_1 > 1.50 +| | | | | | |--- class: 0 +| | | | |--- feature_0 > 2.50 +| | | | | |--- feature_1 <= 3.50 +| | | | | | |--- feature_1 <= 2.50 +| | | | | | | |--- feature_4 <= 2.50 +| | | | | | | | |--- class: 1 +| | | | | | | |--- feature_4 > 2.50 +| | | | | | | | |--- feature_2 <= 2.50 +| | | | | | | | | |--- class: 1 +| | | | | | | | |--- feature_2 > 2.50 +| | | | | | | | | |--- class: 0 +| | | | | | |--- feature_1 > 2.50 +| | | | | | | |--- feature_0 <= 3.50 +| | | | | | | | |--- class: 0 +| | | | | | | |--- feature_0 > 3.50 +| | | | | | | | |--- feature_4 <= 2.50 +| | | | | | | | | |--- class: 1 +| | | | | | | | |--- feature_4 > 2.50 +| | | | | | | | | |--- feature_2 <= 2.50 +| | | | | | | | | | |--- class: 1 +| | | | | | | | | |--- feature_2 > 2.50 +| | | | | | | | | | |--- class: 0 +| | | | | |--- feature_1 > 3.50 +| | | | | | |--- feature_0 <= 4.50 +| | | | | | | |--- class: 0 +| | | | | | |--- feature_0 > 4.50 +| | | | | | | |--- feature_1 <= 4.50 +| | | | | | | | |--- feature_4 <= 2.50 +| | | | | | | | | |--- class: 1 +| | | | | | | | |--- feature_4 > 2.50 +| | | | | | | | | |--- feature_2 <= 2.00 +| | | | | | | | | | |--- class: 1 +| | | | | | | | | |--- feature_2 > 2.00 +| | | | | | | | | | |--- class: 0 +| | | | | | | |--- feature_1 > 4.50 +| | | | | | | | |--- class: 0 +| | | |--- feature_3 > 4.50 +| | | | |--- class: 0 +| |--- feature_4 > 3.50 +| | |--- feature_2 <= 1.50 +| | | |--- feature_4 <= 4.50 +| | | | |--- feature_3 <= 3.50 +| | | | | |--- feature_0 <= 1.50 +| | | | | | |--- class: 0 +| | | | | |--- feature_0 > 1.50 +| | | | | | |--- class: 1 +| | | | |--- feature_3 > 3.50 +| | | | | |--- feature_3 <= 4.50 +| | | | | | |--- feature_1 <= 3.50 +| | | | | | | |--- feature_0 <= 2.50 +| | | | | | | | |--- class: 0 +| | | | | | | |--- feature_0 > 2.50 +| | | | | | | | |--- feature_1 <= 2.50 +| | | | | | | | | |--- class: 1 +| | | | | | | | |--- feature_1 > 2.50 +| | | | | | | | | |--- feature_0 <= 4.00 +| | | | | | | | | | |--- class: 0 +| | | | | | | | | |--- feature_0 > 4.00 +| | | | | | | | | | |--- class: 1 +| | | | | | |--- feature_1 > 3.50 +| | | | | | | |--- class: 0 +| | | | | |--- feature_3 > 4.50 +| | | | | | |--- class: 0 +| | | |--- feature_4 > 4.50 +| | | | |--- class: 0 +| | |--- feature_2 > 1.50 +| | | |--- class: 0 +|--- feature_2 > 3.50 +| |--- feature_1 <= 1.50 +| | |--- feature_4 <= 1.50 +| | | |--- feature_2 <= 4.50 +| | | | |--- feature_3 <= 4.50 +| | | | | |--- feature_0 <= 1.50 +| | | | | | |--- class: 0 +| | | | | |--- feature_0 > 1.50 +| | | | | | |--- class: 1 +| | | | |--- feature_3 > 4.50 +| | | | | |--- class: 0 +| | | |--- feature_2 > 4.50 +| | | | |--- class: 0 +| | |--- feature_4 > 1.50 +| | | |--- class: 0 +| |--- feature_1 > 1.50 +| | |--- class: 0 diff --git a/tree_model b/tree_model new file mode 100644 index 0000000000000000000000000000000000000000..bbc855d6ae9c3b2b0c103d50e48901ffeaf92632 GIT binary patch literal 6564 zcmdT}Yitx%6rPr)Y|DzvQfhe=mY38bYb_5EEBDe?UZcw+gojaw>F$(S+*fyJMU2Ka zMjpvEG2zx={eci;h$e~=6B8fd2gYcOQAFbdr1($$0Y6M^j8X5*oYT%7Y%*#1!-Vvk z?>z1~_uO;u%np5_ftA&YbFt~=$FqiB$|tOnVI;IvRxg*0GG`54Mk-Uz6!P1JywjFu zdNM|dALV!S^JjQ7t4)-!)oK>?N<}I?T&-e_ws60Z*=t%_Pf1T%B8=uJ*SmQu3X9ld_ZYfW 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