Loading scared/preprocesses/high_order/standard.py +22 −7 Original line number Diff line number Diff line Loading @@ -47,7 +47,22 @@ def _combination(operation, frame_1, frame_2=None, mode='full', distance=None): class Difference: def __new__(cls, frame_1, frame_2=None, mode='full', distance=None): """Difference combination preprocess for High Order analysis. Args: frame_1 (slice or iterable, default=...): first traces frame that will be taken. frame_2 (slice or iterable, default=None): second optionnal traces frame that will be taken. mode (str, default='full'): Combination mode between `'full'` and `'same'` values. In `'same'` mode, each point of `frame_1` will be combined with its corresponding point in `frame_2`. The two frames needs to be provided and of the same length when using this mode. In `'full'` mode, each point of `frame_1` is combined with full `frame_2` if it provided, otherwise with the frame between the current point position in `frame_1` and the end of the frame if `distance` is None, else with a subframe starting at the current point position in `frame_1` and of size equals to `distance`. dist (integer, default=None): size of the frame to combine with each point of `frame_1`. This parameter is not available if `frame_2` is provided. """ def __new__(cls, frame_1=..., frame_2=None, mode='full', distance=None): return _combination( _difference, frame_1=frame_1, frame_2=frame_2, mode=mode, distance=distance ) Loading @@ -57,7 +72,7 @@ class Product: """Product combination preprocess for High Order analysis. Args: frame_1 (slice or iterable): first traces frame that will be taken. frame_1 (slice or iterable, default=...): first traces frame that will be taken. frame_2 (slice or iterable, default=None): second optionnal traces frame that will be taken. mode (str, default='full'): Combination mode between `'full'` and `'same'` values. In `'same'` mode, each point of `frame_1` will be combined with its corresponding point in `frame_2`. Loading @@ -69,7 +84,7 @@ class Product: """ def __new__(cls, frame_1, frame_2=None, mode='full', distance=None): def __new__(cls, frame_1=..., frame_2=None, mode='full', distance=None): return _combination( _product, frame_1=frame_1, frame_2=frame_2, mode=mode, distance=distance ) Loading @@ -79,7 +94,7 @@ class CenteredProduct(Product): """Centered prodiuct combination preprocess for High Order analysis. Args: frame_1 (slice or iterable): first traces frame that will be taken. frame_1 (slice or iterable, default=...): first traces frame that will be taken. frame_2 (slice or iterable, default=None): second optionnal traces frame that will be taken. mode (str, default='full'): Combination mode between `'full'` and `'same'` values. In `'same'` mode, each point of `frame_1` will be combined with its corresponding point in `frame_2`. Loading @@ -91,7 +106,7 @@ class CenteredProduct(Product): mean (numpy.ndarray, default=None): a mean array with compatible size with traces. If it None, the mean of provided traces is computed. """ def __new__(cls, frame_1, frame_2=None, mode='full', distance=None, mean=None): def __new__(cls, frame_1=..., frame_2=None, mode='full', distance=None, mean=None): return _centered( _combination( _product, frame_1=frame_1, frame_2=frame_2, mode=mode, distance=distance Loading @@ -102,7 +117,7 @@ class AbsoluteDifference: """Absolute difference combination preprocess for High Order analysis. Args: frame_1 (slice or iterable): first traces frame that will be taken. frame_1 (slice or iterable, default=...): first traces frame that will be taken. frame_2 (slice or iterable, default=None): second optionnal traces frame that will be taken. mode (str, default='full'): Combination mode between `'full'` and `'same'` values. In `'same'` mode, each point of `frame_1` will be combined with its corresponding point in `frame_2`. Loading @@ -114,7 +129,7 @@ class AbsoluteDifference: """ def __new__(cls, frame_1, frame_2=None, mode='full', distance=None): def __new__(cls, frame_1=..., frame_2=None, mode='full', distance=None): return _absolute( _combination(_difference, frame_1=frame_1, frame_2=frame_2, mode=mode, distance=distance) ) tests/preprocesses/test_preprocesses_absolute_difference_combination.py +5 −0 Original line number Diff line number Diff line Loading @@ -13,6 +13,11 @@ def traces(): return _read('absolute_difference_input.npz') def test_absolute_difference_with_no_frame(traces): result = scared.preprocesses.high_order.AbsoluteDifference()(traces) assert (500, 20100) == result.shape def test_absolute_difference_with_one_frame_and_default_values(traces): expected = _read('absolute_difference_result.npz') frame = slice(None, 50) Loading tests/preprocesses/test_preprocesses_centered_product.py +5 −0 Original line number Diff line number Diff line Loading @@ -13,6 +13,11 @@ def traces(): return _read('centered_product_input.npz') def test_centered_product_with_no_frame(traces): result = scared.preprocesses.high_order.CenteredProduct()(traces) assert (500, 20100) == result.shape def test_centered_product_with_one_frame_and_default_values(traces): expected = _read('centered_product_result.npz') frame = slice(None, 50) Loading tests/preprocesses/test_preprocesses_difference_combination.py +5 −0 Original line number Diff line number Diff line Loading @@ -13,6 +13,11 @@ def traces(): return _read('difference_input.npz') def test_difference_with_no_frame(traces): result = scared.preprocesses.high_order.Difference()(traces) assert (500, 20100) == result.shape def test_difference_with_one_frame_and_default_values(traces): expected = _read('difference_result.npz') frame = slice(None, 50) Loading tests/preprocesses/test_preprocesses_product_combination.py +5 −0 Original line number Diff line number Diff line Loading @@ -13,6 +13,11 @@ def traces(): return _read('product_input.npz') def test_product_with_no_frame(traces): result = scared.preprocesses.high_order.Product()(traces) assert (500, 20100) == result.shape def test_product_with_one_frame_and_default_values(traces): expected = _read('product_result.npz') frame = slice(None, 50) Loading Loading
scared/preprocesses/high_order/standard.py +22 −7 Original line number Diff line number Diff line Loading @@ -47,7 +47,22 @@ def _combination(operation, frame_1, frame_2=None, mode='full', distance=None): class Difference: def __new__(cls, frame_1, frame_2=None, mode='full', distance=None): """Difference combination preprocess for High Order analysis. Args: frame_1 (slice or iterable, default=...): first traces frame that will be taken. frame_2 (slice or iterable, default=None): second optionnal traces frame that will be taken. mode (str, default='full'): Combination mode between `'full'` and `'same'` values. In `'same'` mode, each point of `frame_1` will be combined with its corresponding point in `frame_2`. The two frames needs to be provided and of the same length when using this mode. In `'full'` mode, each point of `frame_1` is combined with full `frame_2` if it provided, otherwise with the frame between the current point position in `frame_1` and the end of the frame if `distance` is None, else with a subframe starting at the current point position in `frame_1` and of size equals to `distance`. dist (integer, default=None): size of the frame to combine with each point of `frame_1`. This parameter is not available if `frame_2` is provided. """ def __new__(cls, frame_1=..., frame_2=None, mode='full', distance=None): return _combination( _difference, frame_1=frame_1, frame_2=frame_2, mode=mode, distance=distance ) Loading @@ -57,7 +72,7 @@ class Product: """Product combination preprocess for High Order analysis. Args: frame_1 (slice or iterable): first traces frame that will be taken. frame_1 (slice or iterable, default=...): first traces frame that will be taken. frame_2 (slice or iterable, default=None): second optionnal traces frame that will be taken. mode (str, default='full'): Combination mode between `'full'` and `'same'` values. In `'same'` mode, each point of `frame_1` will be combined with its corresponding point in `frame_2`. Loading @@ -69,7 +84,7 @@ class Product: """ def __new__(cls, frame_1, frame_2=None, mode='full', distance=None): def __new__(cls, frame_1=..., frame_2=None, mode='full', distance=None): return _combination( _product, frame_1=frame_1, frame_2=frame_2, mode=mode, distance=distance ) Loading @@ -79,7 +94,7 @@ class CenteredProduct(Product): """Centered prodiuct combination preprocess for High Order analysis. Args: frame_1 (slice or iterable): first traces frame that will be taken. frame_1 (slice or iterable, default=...): first traces frame that will be taken. frame_2 (slice or iterable, default=None): second optionnal traces frame that will be taken. mode (str, default='full'): Combination mode between `'full'` and `'same'` values. In `'same'` mode, each point of `frame_1` will be combined with its corresponding point in `frame_2`. Loading @@ -91,7 +106,7 @@ class CenteredProduct(Product): mean (numpy.ndarray, default=None): a mean array with compatible size with traces. If it None, the mean of provided traces is computed. """ def __new__(cls, frame_1, frame_2=None, mode='full', distance=None, mean=None): def __new__(cls, frame_1=..., frame_2=None, mode='full', distance=None, mean=None): return _centered( _combination( _product, frame_1=frame_1, frame_2=frame_2, mode=mode, distance=distance Loading @@ -102,7 +117,7 @@ class AbsoluteDifference: """Absolute difference combination preprocess for High Order analysis. Args: frame_1 (slice or iterable): first traces frame that will be taken. frame_1 (slice or iterable, default=...): first traces frame that will be taken. frame_2 (slice or iterable, default=None): second optionnal traces frame that will be taken. mode (str, default='full'): Combination mode between `'full'` and `'same'` values. In `'same'` mode, each point of `frame_1` will be combined with its corresponding point in `frame_2`. Loading @@ -114,7 +129,7 @@ class AbsoluteDifference: """ def __new__(cls, frame_1, frame_2=None, mode='full', distance=None): def __new__(cls, frame_1=..., frame_2=None, mode='full', distance=None): return _absolute( _combination(_difference, frame_1=frame_1, frame_2=frame_2, mode=mode, distance=distance) )
tests/preprocesses/test_preprocesses_absolute_difference_combination.py +5 −0 Original line number Diff line number Diff line Loading @@ -13,6 +13,11 @@ def traces(): return _read('absolute_difference_input.npz') def test_absolute_difference_with_no_frame(traces): result = scared.preprocesses.high_order.AbsoluteDifference()(traces) assert (500, 20100) == result.shape def test_absolute_difference_with_one_frame_and_default_values(traces): expected = _read('absolute_difference_result.npz') frame = slice(None, 50) Loading
tests/preprocesses/test_preprocesses_centered_product.py +5 −0 Original line number Diff line number Diff line Loading @@ -13,6 +13,11 @@ def traces(): return _read('centered_product_input.npz') def test_centered_product_with_no_frame(traces): result = scared.preprocesses.high_order.CenteredProduct()(traces) assert (500, 20100) == result.shape def test_centered_product_with_one_frame_and_default_values(traces): expected = _read('centered_product_result.npz') frame = slice(None, 50) Loading
tests/preprocesses/test_preprocesses_difference_combination.py +5 −0 Original line number Diff line number Diff line Loading @@ -13,6 +13,11 @@ def traces(): return _read('difference_input.npz') def test_difference_with_no_frame(traces): result = scared.preprocesses.high_order.Difference()(traces) assert (500, 20100) == result.shape def test_difference_with_one_frame_and_default_values(traces): expected = _read('difference_result.npz') frame = slice(None, 50) Loading
tests/preprocesses/test_preprocesses_product_combination.py +5 −0 Original line number Diff line number Diff line Loading @@ -13,6 +13,11 @@ def traces(): return _read('product_input.npz') def test_product_with_no_frame(traces): result = scared.preprocesses.high_order.Product()(traces) assert (500, 20100) == result.shape def test_product_with_one_frame_and_default_values(traces): expected = _read('product_result.npz') frame = slice(None, 50) Loading