From dd9b20cab18425024935c025e8bd1fe657e1b32f Mon Sep 17 00:00:00 2001
From: Romain Hugonnet <romain.hugonnet@gmail.com>
Date: Sat, 17 Feb 2024 12:26:28 +0100
Subject: [PATCH] Linting

---
 tests/test_spatialstats.py | 4 +++-
 xdem/coreg/base.py         | 2 +-
 xdem/spatialstats.py       | 8 +++++++-
 3 files changed, 11 insertions(+), 3 deletions(-)

diff --git a/tests/test_spatialstats.py b/tests/test_spatialstats.py
index 1eda9a1f..ff791318 100644
--- a/tests/test_spatialstats.py
+++ b/tests/test_spatialstats.py
@@ -72,7 +72,9 @@ def test_nd_binning(self) -> None:
         """Check that the nd_binning function works adequately and save dataframes to files for later tests"""
 
         # Subsampler
-        indices = gu.raster.subsample_array(self.diff.data.flatten(), subsample=10000, return_indices=True, random_state=42)
+        indices = gu.raster.subsample_array(
+            self.diff.data.flatten(), subsample=10000, return_indices=True, random_state=42
+        )
 
         # 1D binning, by default will create 10 bins
         df = xdem.spatialstats.nd_binning(
diff --git a/xdem/coreg/base.py b/xdem/coreg/base.py
index a2e02185..0ce059c1 100644
--- a/xdem/coreg/base.py
+++ b/xdem/coreg/base.py
@@ -42,8 +42,8 @@
     RasterType,
     get_array_and_mask,
     raster,
-    subsample_array,
     subdivide_array,
+    subsample_array,
 )
 from tqdm import tqdm
 
diff --git a/xdem/spatialstats.py b/xdem/spatialstats.py
index 42debda3..94a729b8 100644
--- a/xdem/spatialstats.py
+++ b/xdem/spatialstats.py
@@ -15,7 +15,13 @@
 import numba
 import numpy as np
 import pandas as pd
-from geoutils.raster import Mask, Raster, RasterType, get_array_and_mask, subsample_array
+from geoutils.raster import (
+    Mask,
+    Raster,
+    RasterType,
+    get_array_and_mask,
+    subsample_array,
+)
 from geoutils.vector import Vector, VectorType
 from numpy.typing import ArrayLike
 from scipy import integrate