[11a0319] | 1 | |
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| 2 | import Image |
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| 3 | import math |
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| 4 | class ReaderInfo: |
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| 5 | """ |
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| 6 | """ |
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| 7 | ## Wavelength [A] |
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| 8 | wavelength = 0.0 |
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| 9 | ## Number of x bins |
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| 10 | xbins = 128 |
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| 11 | ## Number of y bins |
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| 12 | ybins = 128 |
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| 13 | ## Beam center X [pixel number] |
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| 14 | center_x = 65 |
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| 15 | ## Beam center Y [pixel number] |
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| 16 | center_y = 65 |
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| 17 | ## Distance from sample to detector [m] |
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| 18 | distance = 11.0 |
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| 19 | ## Qx values [A-1] |
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| 20 | x_vals = [] |
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| 21 | ## Qy xalues [A-1] |
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| 22 | y_vals = [] |
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| 23 | ## Qx min |
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| 24 | xmin = 0.0 |
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| 25 | ## Qx max |
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| 26 | xmax = 1.0 |
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| 27 | ## Qy min |
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| 28 | ymin = 0.0 |
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| 29 | ## Qy max |
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| 30 | ymax = 1.0 |
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| 31 | ## Image |
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| 32 | image = None |
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| 33 | ## Pixel size |
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| 34 | pixel_size = 0.5 |
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| 35 | ## Error on each pixel |
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| 36 | error = None |
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| 37 | |
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[bb03739] | 38 | class Reader: |
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[11a0319] | 39 | """ |
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| 40 | Example data manipulation |
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| 41 | """ |
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| 42 | ## File type |
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| 43 | type = [] |
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| 44 | ## Extension |
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| 45 | ext = ['tif', 'jpg', 'png', 'jpeg', 'tiff', 'gif', 'bmp'] |
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| 46 | |
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| 47 | def read(self, filename=None): |
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| 48 | """ |
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| 49 | Open and read the data in a file |
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| 50 | @param file: path of the file |
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| 51 | """ |
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| 52 | |
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| 53 | read_it = False |
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| 54 | for item in self.ext: |
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| 55 | if filename.lower().find(item)>=0: |
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| 56 | read_it = True |
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| 57 | |
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| 58 | if read_it: |
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| 59 | import Image |
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| 60 | import pylab |
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| 61 | import copy |
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| 62 | import numpy |
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| 63 | |
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| 64 | wavelength, distance, center_x, center_y, pixel = 10.0, 11.0, 65, 65, 1.0 |
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| 65 | |
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| 66 | |
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| 67 | |
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| 68 | # Initialize |
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| 69 | x_vals = [] |
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| 70 | y_vals = [] |
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| 71 | ymin = None |
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| 72 | ymax = None |
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| 73 | xmin = None |
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| 74 | xmax = None |
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| 75 | Z = None |
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| 76 | |
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| 77 | |
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| 78 | im = Image.open(filename) |
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| 79 | |
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| 80 | # Detector size should be 128x128, the file is 190x190 |
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| 81 | print "-> Image size:", im.size, im.format, im.mode |
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| 82 | data = im.getdata() |
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| 83 | x = numpy.zeros(im.size[0]) |
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| 84 | y = numpy.zeros(im.size[1]) |
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| 85 | X, Y = pylab.meshgrid(x, y) |
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| 86 | Z = copy.deepcopy(X) |
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| 87 | itot = 0 |
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| 88 | i_x = 0 |
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| 89 | i_y = 0 |
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| 90 | |
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| 91 | # Qx and Qy vectors |
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| 92 | for i_x in range(im.size[0]): |
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| 93 | theta = (i_x-center_x+1)*pixel / distance / 100.0 |
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| 94 | qx = 4.0*math.pi/wavelength * math.sin(theta/2.0) |
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| 95 | x_vals.append(qx) |
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| 96 | if xmin==None or qx<xmin: |
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| 97 | xmin = qx |
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| 98 | if xmax==None or qx>xmax: |
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| 99 | xmax = qx |
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| 100 | |
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| 101 | ymin = None |
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| 102 | ymax = None |
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| 103 | for i_y in range(im.size[1]): |
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| 104 | theta = (i_y-center_y+1)*pixel / distance / 100.0 |
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| 105 | qy = 4.0*math.pi/wavelength * math.sin(theta/2.0) |
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| 106 | y_vals.append(qy) |
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| 107 | if ymin==None or qy<ymin: |
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| 108 | ymin = qy |
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| 109 | if ymax==None or qy>ymax: |
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| 110 | ymax = qy |
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| 111 | |
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| 112 | for val in data: |
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| 113 | |
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| 114 | try: |
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| 115 | value = float(val) |
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| 116 | except: |
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| 117 | continue |
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| 118 | |
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| 119 | # Get bin number |
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| 120 | if math.fmod(itot, im.size[0])==0: |
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| 121 | i_x = 0 |
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| 122 | i_y += 1 |
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| 123 | else: |
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| 124 | i_x += 1 |
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| 125 | |
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| 126 | Z[im.size[1]-1-i_y][i_x] = value |
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| 127 | |
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| 128 | itot += 1 |
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| 129 | |
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| 130 | output = ReaderInfo() |
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| 131 | output.wavelength = wavelength |
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| 132 | output.xbins = im.size[0] |
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| 133 | output.ybins = im.size[1] |
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| 134 | output.center_x = center_x |
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| 135 | output.center_y = center_y |
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| 136 | output.distance = distance |
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| 137 | output.x_vals = x_vals |
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| 138 | output.y_vals = y_vals |
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| 139 | output.xmin = xmin |
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| 140 | output.xmax = xmax |
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| 141 | output.ymin = ymin |
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| 142 | output.ymax = ymax |
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| 143 | output.image = Z |
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| 144 | output.pixel_size = pixel |
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| 145 | |
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| 146 | return output |
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| 147 | |
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| 148 | return None |
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| 149 | |
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| 150 | |
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