plotting.py 4.4 KB

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  1. """
  2. Plot tools 2D
  3. @author: huiming zhou
  4. """
  5. import os
  6. import sys
  7. import matplotlib.pyplot as plt
  8. sys.path.append(os.path.dirname(os.path.abspath(__file__)) +
  9. "/../../Search-based Planning/")
  10. from Search_2D import env
  11. class Plotting:
  12. def __init__(self, xI, xG):
  13. self.xI, self.xG = xI, xG
  14. self.env = env.Env()
  15. self.obs = self.env.obs_map()
  16. def animation(self, path, visited, name):
  17. self.plot_grid(name)
  18. self.plot_visited(visited)
  19. self.plot_path(path)
  20. plt.show()
  21. def animation_lrta(self, path, visited, name):
  22. self.plot_grid(name)
  23. cl = self.color_list_2()
  24. path_combine = []
  25. for k in range(len(path)):
  26. self.plot_visited(visited[k], cl[k])
  27. plt.pause(0.2)
  28. self.plot_path(path[k])
  29. path_combine += path[k]
  30. plt.pause(0.2)
  31. self.plot_path(path_combine)
  32. plt.show()
  33. def animation_ara_star(self, path, visited, name):
  34. self.plot_grid(name)
  35. cl_v, cl_p = self.color_list()
  36. for k in range(len(path)):
  37. self.plot_visited(visited[k], cl_v[k])
  38. self.plot_path(path[k], cl_p[k], True)
  39. plt.pause(0.5)
  40. plt.show()
  41. def animation_bi_astar(self, path, v_fore, v_back, name):
  42. self.plot_grid(name)
  43. self.plot_visited_bi(v_fore, v_back)
  44. self.plot_path(path)
  45. plt.show()
  46. def plot_grid(self, name):
  47. obs_x = [self.obs[i][0] for i in range(len(self.obs))]
  48. obs_y = [self.obs[i][1] for i in range(len(self.obs))]
  49. plt.plot(self.xI[0], self.xI[1], "bs")
  50. plt.plot(self.xG[0], self.xG[1], "gs")
  51. plt.plot(obs_x, obs_y, "sk")
  52. plt.title(name)
  53. plt.axis("equal")
  54. def plot_visited(self, visited, cl='gray'):
  55. if self.xI in visited:
  56. visited.remove(self.xI)
  57. if self.xG in visited:
  58. visited.remove(self.xG)
  59. count = 0
  60. for x in visited:
  61. count += 1
  62. plt.plot(x[0], x[1], linewidth='3', color=cl, marker='o')
  63. plt.gcf().canvas.mpl_connect('key_release_event',
  64. lambda event: [exit(0) if event.key == 'escape' else None])
  65. if count < len(visited) / 3:
  66. length = 15
  67. elif count < len(visited) * 2 / 3:
  68. length = 25
  69. else:
  70. length = 35
  71. if count % length == 0:
  72. plt.pause(0.001)
  73. plt.pause(0.01)
  74. def plot_path(self, path, cl='r', flag=False):
  75. if self.xI in path:
  76. path.remove(self.xI)
  77. if self.xG in path:
  78. path.remove(self.xG)
  79. path_x = [path[i][0] for i in range(len(path))]
  80. path_y = [path[i][1] for i in range(len(path))]
  81. if not flag:
  82. plt.plot(path_x, path_y, linewidth='3', color='r', marker='o')
  83. else:
  84. plt.plot(path_x, path_y, linewidth='3', color=cl, marker='o')
  85. plt.pause(0.01)
  86. def plot_visited_bi(self, v_fore, v_back):
  87. if self.xI in v_fore:
  88. v_fore.remove(self.xI)
  89. if self.xG in v_back:
  90. v_back.remove(self.xG)
  91. len_fore, len_back = len(v_fore), len(v_back)
  92. for k in range(max(len_fore, len_back)):
  93. if k < len_fore:
  94. plt.plot(v_fore[k][0], v_fore[k][1], linewidth='3', color='gray', marker='o')
  95. if k < len_back:
  96. plt.plot(v_back[k][0], v_back[k][1], linewidth='3', color='cornflowerblue', marker='o')
  97. plt.gcf().canvas.mpl_connect('key_release_event',
  98. lambda event: [exit(0) if event.key == 'escape' else None])
  99. if k % 10 == 0:
  100. plt.pause(0.001)
  101. plt.pause(0.01)
  102. @staticmethod
  103. def color_list():
  104. cl_v = ['silver',
  105. 'wheat',
  106. 'lightskyblue',
  107. 'plum',
  108. 'slategray']
  109. cl_p = ['gray',
  110. 'orange',
  111. 'deepskyblue',
  112. 'red',
  113. 'm']
  114. return cl_v, cl_p
  115. @staticmethod
  116. def color_list_2():
  117. cl = ['silver',
  118. 'steelblue',
  119. 'dimgray',
  120. 'cornflowerblue',
  121. 'dodgerblue',
  122. 'royalblue',
  123. 'plum',
  124. 'mediumslateblue',
  125. 'mediumpurple',
  126. 'blueviolet',
  127. ]
  128. return cl