minor: fix linting issue

Author: mrava87

pylops_mpi/basicoperators/FirstDerivative.py

@@ -141,7 +141,7 @@ def _rmatvec(self, x: DistributedArray) -> DistributedArray:
     @reshaped
     def _matvec_forward(self, x: DistributedArray) -> DistributedArray:
         ncp = get_module(x.engine)
-        y = DistributedArray(global_shape=x.global_shape, local_shapes=x.local_shapes, 
+        y = DistributedArray(global_shape=x.global_shape, local_shapes=x.local_shapes,
                              axis=x.axis, engine=x.engine, dtype=self.dtype)
         ghosted_x = x.add_ghost_cells(cells_back=1)
         y_forward = ghosted_x[1:] - ghosted_x[:-1]
@@ -153,7 +153,7 @@ def _matvec_forward(self, x: DistributedArray) -> DistributedArray:
     @reshaped
     def _rmatvec_forward(self, x: DistributedArray) -> DistributedArray:
         ncp = get_module(x.engine)
-        y = DistributedArray(global_shape=x.global_shape, local_shapes=x.local_shapes, 
+        y = DistributedArray(global_shape=x.global_shape, local_shapes=x.local_shapes,
                              axis=x.axis, engine=x.engine, dtype=self.dtype)
         y[:] = 0
         if self.rank == self.size - 1:
@@ -171,8 +171,8 @@ def _rmatvec_forward(self, x: DistributedArray) -> DistributedArray:
     @reshaped
     def _matvec_backward(self, x: DistributedArray) -> DistributedArray:
         ncp = get_module(x.engine)
-        y = DistributedArray(global_shape=x.global_shape, local_shapes=x.local_shapes, 
-                             axis=x.axis, engine=x.engine, dtype=self.dtype)
+        y = DistributedArray(global_shape=x.global_shape, local_shapes=x.local_shapes,
+                            axis=x.axis, engine=x.engine, dtype=self.dtype)
         ghosted_x = x.add_ghost_cells(cells_front=1)
         y_backward = ghosted_x[1:] - ghosted_x[:-1]
         if self.rank == 0:
@@ -183,7 +183,7 @@ def _matvec_backward(self, x: DistributedArray) -> DistributedArray:
     @reshaped
     def _rmatvec_backward(self, x: DistributedArray) -> DistributedArray:
         ncp = get_module(x.engine)
-        y = DistributedArray(global_shape=x.global_shape, local_shapes=x.local_shapes, 
+        y = DistributedArray(global_shape=x.global_shape, local_shapes=x.local_shapes,
                              axis=x.axis, engine=x.engine, dtype=self.dtype)
         y[:] = 0
         ghosted_x = x.add_ghost_cells(cells_back=1)
@@ -201,7 +201,7 @@ def _rmatvec_backward(self, x: DistributedArray) -> DistributedArray:
     @reshaped
     def _matvec_centered3(self, x: DistributedArray) -> DistributedArray:
         ncp = get_module(x.engine)
-        y = DistributedArray(global_shape=x.global_shape, local_shapes=x.local_shapes, 
+        y = DistributedArray(global_shape=x.global_shape, local_shapes=x.local_shapes,
                              axis=x.axis, engine=x.engine, dtype=self.dtype)
         ghosted_x = x.add_ghost_cells(cells_front=1, cells_back=1)
         y_centered = 0.5 * (ghosted_x[2:] - ghosted_x[:-2])
@@ -221,7 +221,7 @@ def _matvec_centered3(self, x: DistributedArray) -> DistributedArray:
     @reshaped
     def _rmatvec_centered3(self, x: DistributedArray) -> DistributedArray:
         ncp = get_module(x.engine)
-        y = DistributedArray(global_shape=x.global_shape, local_shapes=x.local_shapes, 
+        y = DistributedArray(global_shape=x.global_shape, local_shapes=x.local_shapes,
                              axis=x.axis, engine=x.engine, dtype=self.dtype)
         y[:] = 0
 
@@ -249,7 +249,7 @@ def _rmatvec_centered3(self, x: DistributedArray) -> DistributedArray:
     @reshaped
     def _matvec_centered5(self, x: DistributedArray) -> DistributedArray:
         ncp = get_module(x.engine)
-        y = DistributedArray(global_shape=x.global_shape, local_shapes=x.local_shapes, 
+        y = DistributedArray(global_shape=x.global_shape, local_shapes=x.local_shapes,
                              axis=x.axis, engine=x.engine, dtype=self.dtype)
         ghosted_x = x.add_ghost_cells(cells_front=2, cells_back=2)
         y_centered = (
@@ -276,7 +276,7 @@ def _matvec_centered5(self, x: DistributedArray) -> DistributedArray:
     @reshaped
     def _rmatvec_centered5(self, x: DistributedArray) -> DistributedArray:
         ncp = get_module(x.engine)
-        y = DistributedArray(global_shape=x.global_shape, local_shapes=x.local_shapes, 
+        y = DistributedArray(global_shape=x.global_shape, local_shapes=x.local_shapes,
                              axis=x.axis, engine=x.engine, dtype=self.dtype)
         y[:] = 0
         ghosted_x = x.add_ghost_cells(cells_back=4)