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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def from_numpy(data, origin=None, spacing=None, direction=None, has_components=False, is_rgb=False):
 """ Create an ANTsImage object from a numpy array ANTsR function: `as.antsImage` Arguments --------- data : ndarray image data array origin : tuple/list image origin spacing : tuple/list image spacing direction : list/ndarray image direction has_components : boolean whether the image has components Returns ------- ANTsImage image with given data and any given information """

    data = data.astype('float32') if data.dtype.name == 'float64' else data
    img = _from_numpy(data.T.copy(), origin, spacing, direction, has_components, is_rgb)
    return img