from pyphant.core.CompositeWorker import CompositeWorker from ImageProcessing.ImageLoaderWorker import ImageLoaderWorker from ImageProcessing.Gradient import Gradient from Statistics.Histogram import Histogram # create a recipe aka CompositeWorker recipe = CompositeWorker() # instantiate an ImageLoader worker, insert it into the recipe # and set the filename parameter loader = ImageLoaderWorker() recipe.addWorker(loader) loader.paramFilename.value = "1.5.01.tiff" # instantiate a Gradient worker, insert it into the recipe # and connect it to the ImageLoader worker gradient = Gradient() recipe.addWorker(gradient) gradient.getSockets()[0].insert(loader.getPlugs()[0]) # instantiate a Histogram worker, insert it into the recipe, # set its bins parameter and connect it to the Gradient worker histogram = Histogram() recipe.addWorker(histogram) histogram.paramBins.value = 50 histogram.getSockets()[0].insert(gradient.getPlugs()[0]) # request the result from the Histogram worker's plug result = histogram.getPlugs()[0].getResult() print result.data.mean()
