I have several numpy arrays, some are identical in shape and intervals so those I want to be plotted vertical, one above another, sharing one colorbar.
So all things should be plotted in one window using subplots.
And I have some numpy arrays varying in intervals, some 1 dimensional matrices, others 5x5 matrices. For those I want one colorbar for each of the array plots. Preferably the 1 dimensional matrices should get a horizontal colorbar, otherwise they would waste height.
Could you provide some example with random initialized numpy arrays?
E.g.:
a_array1 = numpy.random.random( (10, 10) ) # 10x10 matrix
a_array2 = numpy.random.random( (10, 10) ) # 10x10 matrix
a_array3 = numpy.random.random( (10, 10) ) # 10x10 matrix
a_array1 to 3 should be displayed one under another sharing one colorbar.
Things like:
b_array = numpy.random.random(10) # 1x10 "matrix"
c_array = numpy.random.uniform(0.0, 10.0, (5,5)) # 5x5 matrix
b_array should get its own colorbar, preferably horizontal because b_array is one-dimensional.
c_array should get its own colorbar, because its interval is [0.0, 10.0) which differs from the other arrays.
Again all in one window using subplots, because I do not want hundreds of windows but one graphic.