plotting.py 4.5 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 update_obs(self, obs):
  17. self.obs = obs
  18. def animation(self, path, visited, name):
  19. self.plot_grid(name)
  20. self.plot_visited(visited)
  21. self.plot_path(path)
  22. plt.show()
  23. def animation_lrta(self, path, visited, name):
  24. self.plot_grid(name)
  25. cl = self.color_list_2()
  26. path_combine = []
  27. for k in range(len(path)):
  28. self.plot_visited(visited[k], cl[k])
  29. plt.pause(0.2)
  30. self.plot_path(path[k])
  31. path_combine += path[k]
  32. plt.pause(0.2)
  33. if self.xI in path_combine:
  34. path_combine.remove(self.xI)
  35. self.plot_path(path_combine)
  36. plt.show()
  37. def animation_ara_star(self, path, visited, name):
  38. self.plot_grid(name)
  39. cl_v, cl_p = self.color_list()
  40. for k in range(len(path)):
  41. self.plot_visited(visited[k], cl_v[k])
  42. self.plot_path(path[k], cl_p[k], True)
  43. plt.pause(0.5)
  44. plt.show()
  45. def animation_bi_astar(self, path, v_fore, v_back, name):
  46. self.plot_grid(name)
  47. self.plot_visited_bi(v_fore, v_back)
  48. self.plot_path(path)
  49. plt.show()
  50. def plot_grid(self, name):
  51. obs_x = [x[0] for x in self.obs]
  52. obs_y = [x[1] for x in self.obs]
  53. plt.plot(self.xI[0], self.xI[1], "bs")
  54. plt.plot(self.xG[0], self.xG[1], "gs")
  55. plt.plot(obs_x, obs_y, "sk")
  56. plt.title(name)
  57. plt.axis("equal")
  58. def plot_visited(self, visited, cl='gray'):
  59. if self.xI in visited:
  60. visited.remove(self.xI)
  61. if self.xG in visited:
  62. visited.remove(self.xG)
  63. count = 0
  64. for x in visited:
  65. count += 1
  66. plt.plot(x[0], x[1], color=cl, marker='o')
  67. plt.gcf().canvas.mpl_connect('key_release_event',
  68. lambda event: [exit(0) if event.key == 'escape' else None])
  69. if count < len(visited) / 3:
  70. length = 20
  71. elif count < len(visited) * 2 / 3:
  72. length = 30
  73. else:
  74. length = 40
  75. #
  76. # length = 15
  77. if count % length == 0:
  78. plt.pause(0.001)
  79. plt.pause(0.01)
  80. def plot_path(self, path, cl='r', flag=False):
  81. path_x = [path[i][0] for i in range(len(path))]
  82. path_y = [path[i][1] for i in range(len(path))]
  83. if not flag:
  84. plt.plot(path_x, path_y, linewidth='3', color='r')
  85. else:
  86. plt.plot(path_x, path_y, linewidth='3', color=cl)
  87. plt.plot(self.xI[0], self.xI[1], "bs")
  88. plt.plot(self.xG[0], self.xG[1], "gs")
  89. plt.pause(0.01)
  90. def plot_visited_bi(self, v_fore, v_back):
  91. if self.xI in v_fore:
  92. v_fore.remove(self.xI)
  93. if self.xG in v_back:
  94. v_back.remove(self.xG)
  95. len_fore, len_back = len(v_fore), len(v_back)
  96. for k in range(max(len_fore, len_back)):
  97. if k < len_fore:
  98. plt.plot(v_fore[k][0], v_fore[k][1], linewidth='3', color='gray', marker='o')
  99. if k < len_back:
  100. plt.plot(v_back[k][0], v_back[k][1], linewidth='3', color='cornflowerblue', marker='o')
  101. plt.gcf().canvas.mpl_connect('key_release_event',
  102. lambda event: [exit(0) if event.key == 'escape' else None])
  103. if k % 10 == 0:
  104. plt.pause(0.001)
  105. plt.pause(0.01)
  106. @staticmethod
  107. def color_list():
  108. cl_v = ['silver',
  109. 'wheat',
  110. 'lightskyblue',
  111. 'royalblue',
  112. 'slategray']
  113. cl_p = ['gray',
  114. 'orange',
  115. 'deepskyblue',
  116. 'red',
  117. 'm']
  118. return cl_v, cl_p
  119. @staticmethod
  120. def color_list_2():
  121. cl = ['silver',
  122. 'steelblue',
  123. 'dimgray',
  124. 'cornflowerblue',
  125. 'dodgerblue',
  126. 'royalblue',
  127. 'plum',
  128. 'mediumslateblue',
  129. 'mediumpurple',
  130. 'blueviolet',
  131. ]
  132. return cl