Update plate rotation

classes/science/border.py

@@ -21,7 +21,6 @@ class Border:
         """
         Return rectangular slice
         """
-        print( self )
         return (
             slice(
                 self.y.min , self.y.max

classes/science/plate.py

@@ -1,4 +1,5 @@
-from numpy import ndarray
+from numpy import ndarray, argmax, max, quantile, arange, where, convolve, ones
+from scipy.optimize import curve_fit
 from classes.science.border import Border
 from function.utils import find_point, fill
 
@@ -7,13 +8,13 @@ class Plate:
     Matrix of pixel
     """
 
-    def __init__( self , image ):
-        if not isinstance( image , ndarray ):
-            raise ValueError( 'image must be a ndarray' )
-        self.image  = image
+    def __init__( self , data ):
+        if not isinstance( data , ndarray ):
+            raise TypeError( 'data must be a ndarray' )
+        self.data  = data
         self.set_border()
 
-    def set_border( self , factor = 5 ):
+    def set_border( self , factor = 10 ):
         """
         Set current border (without area outside the plate)
         """
@@ -57,14 +58,14 @@ class Plate:
                 if self.border.y.max > min( y ):
                     self.border.y.max = min( y ) # same
 
-            offset = 3
+        offset = 3
 
-            self.border.x.min += offset
-            self.border.y.min += offset
-            self.border.x.max -= offset
-            self.border.y.min -= offset
+        self.border.x.min += offset
+        self.border.y.min += offset
+        self.border.x.max -= offset
+        self.border.y.min -= offset
 
-            self.border.scale( factor )
+        self.border.scale( factor )
 
     def get_points( self , compressed ):
         first_column = find_point(
@@ -116,7 +117,35 @@ class Plate:
         return first_column + last_column + first_line + last_line
 
     def compress( self , factor ):
-        return self.image[
+        return self.data[
             : : factor,
             : : factor,
         ]
+
+    def rotate( self ):
+        """
+        Auto-rotate to be vertically and horizontally aligned
+        """
+        maxes = max(
+            self.data[ self.border.slice() ],
+            axis = 0                        ,
+        )
+        indexes = where(
+            maxes > quantile( maxes , 0.5 )
+        )
+        abciss = arange(
+            self.border.x.min,
+            self.border.x.max
+        )[ indexes ]
+        indexes_max = argmax(
+            self.data[ self.border.slice() ],
+            axis = 0                        ,
+        )[ indexes ]
+        indexes_max = convolve(
+            indexes_max ,
+            ones( 100 ) ,
+            'same'      ,
+        ) / 100
+        import matplotlib.pyplot as plt
+        plt.plot( abciss , indexes_max )
+        plt.show()

main.py

@@ -5,17 +5,10 @@ from classes.utils.settings import Settings
 from astropy.io.fits import open
 from sys import argv as arguments
 
-settings = Settings( arguments[ 1 : ] )
-
-print( settings )
+settings = Settings( arguments[ 1 : ] ) # remove the "main.py" part
 
 hdul  = open( settings.input )
 plate = Plate( hdul[0].data )
-head  = hdul[0].header
+plate.rotate()
 
 hdul.close()
-
-import matplotlib.pyplot as plt
-
-plt.imshow( plate.image[ plate.border.slice() ] )
-plt.show()