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@ -196,16 +196,16 @@ class ImageAnalyser():
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return dataSet.isel(x=slice(x_start, x_end), y=slice(y_start, y_end))
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def get_OD(self, imageAtom, imageBackground, imageDrak):
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"""_summary_
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"""Calculate the OD image for absorption imaging.
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:param imageAtom: _description_
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:type imageAtom: _type_
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:param imageBackground: _description_
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:type imageBackground: _type_
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:param imageDrak: _description_
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:type imageDrak: _type_
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:return: _description_
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:rtype: _type_
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:param imageAtom: The image with atoms
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:type imageAtom: numpy array
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:param imageBackground: The image without atoms
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:type imageBackground: numpy array
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:param imageDrak: The image without light
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:type imageDrak: numpy array
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:return: The OD images
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:rtype: numpy array
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"""
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numerator = np.atleast_1d(imageBackground - imageDrak)
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@ -222,9 +222,29 @@ class ImageAnalyser():
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return imageOD
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def get_Ncount(self, dataSet, dim=['x', 'y'], **kwargs):
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"""Sum all the value in the image to give the Ncount.
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:param dataSet: The images
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:type dataSet: xarray DataArray or DataSet
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:param dim: The dimensions to take the sumation, defaults to ['x', 'y']
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:type dim: list, optional
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:return: The Ncount
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:rtype: xarray DataArray or DataSet
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"""
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return dataSet.sum(dim=['x', 'y'], **kwargs)
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def get_absorption_images(self, dataSet, dask='allowed', keep_attrs=True, **kwargs):
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"""Calculate the OD images for absorption imaging.
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:param dataSet: The data from absorption imaging.
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:type dataSet: xarray DataSet
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:param dask: over write of the same argument in xarray.apply_ufunc, defaults to 'allowed'
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:type dask: str, optional
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:param keep_attrs: over write of the same argument in xarray.apply_ufunc, defaults to True
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:type keep_attrs: bool, optional
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:return: The data including the OD images.
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:rtype: xarray DataSet
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"""
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kwargs.update(
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{
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@ -244,6 +264,15 @@ class ImageAnalyser():
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return dataSet
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def remove_background(self, dataSet, dask='allowed', keep_attrs=True, **kwargs):
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"""Remove the background for the given image data
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:param dataSet: The data from absorption imaging.
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:type dataSet: xarray DataSet
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:param dask: over write of the same argument in xarray.apply_ufunc, defaults to 'allowed'
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:type dask: str, optional
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:param keep_attrs: over write of the same argument in xarray.apply_ufunc, defaults to True
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:type keep_attrs: bool, optional
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"""
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kwargs.update(
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{
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