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May 2nd, 2012
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  1. Column xyz data to grid for plotting
  2. x y z
  3.  
  4. 1 1 10
  5.  
  6. 1 2 12
  7.  
  8. 2 1 14
  9.  
  10. 2 2 16
  11.  
  12. 10 12
  13.  
  14. 14 16
  15.  
  16. import numpy
  17.  
  18. idx1 = numpy.array([0, 0, 1, 1])
  19. idx2 = numpy.array([0, 1, 0, 1])
  20. data = numpy.array([10, 12, 14, 16])
  21.  
  22. grid = numpy.zeros(len(data)/2, 2)
  23. grid[idx1, idx2] = data
  24.  
  25. >>>grid
  26. array([[ 10., 12.],
  27. [ 14., 16.]])
  28.  
  29. data.txt
  30. x y z
  31. 1 1 10
  32. 1 2 12
  33. 2 1 14
  34. 2 2 16
  35.  
  36. def extract(filepath):
  37. f = open(filepath)
  38. f.readline() # to read out the first line that says "x y z"
  39. while 1:
  40. x = f.readline().strip().split()[-1]
  41. y = f.readline().strip().split()[-1]
  42. print x, y
  43.  
  44. data.txt
  45. x y z
  46. 1 1 10
  47. 2 1 14
  48. 1 2 12
  49. 2 2 16
  50.  
  51. from collections import defaultdict
  52. def extract(filepath):
  53. coords = defaultdict(dict)
  54. f = open(filepath)
  55. f.readline() # to read out the first line that says "x y z"
  56. for line in f:
  57. id, axis, val = map(int, line.strip().split())
  58. coords[id][axis] = val
  59.  
  60. for i in sorted(coords):
  61. print coords[i][1], coords[i][2]
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