From ce43d518f501efaa3af3a1c25811e1c3abba68ab Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=C3=89ric=20Dupuis?=
 <71575674+coxipi@users.noreply.github.com>
Date: Wed, 6 Nov 2024 16:12:58 -0500
Subject: [PATCH] formatting, remove unused stuff

Co-authored-by: Trevor James Smith <10819524+Zeitsperre@users.noreply.github.com>
---
 src/xsdba/testing.py |  4 ----
 src/xsdba/utils.py   | 38 +++++++++++++++++++-------------------
 2 files changed, 19 insertions(+), 23 deletions(-)

diff --git a/src/xsdba/testing.py b/src/xsdba/testing.py
index 602df1b..1d3b274 100644
--- a/src/xsdba/testing.py
+++ b/src/xsdba/testing.py
@@ -48,10 +48,6 @@
 
 logger = logging.getLogger("xsdba")
 
-try:
-    from pytest_socket import SocketBlockedError
-except ImportError:
-    SocketBlockedError = None
 
 
 def test_cannon_2015_dist():  # noqa: D103
diff --git a/src/xsdba/utils.py b/src/xsdba/utils.py
index a28d477..6a46367 100644
--- a/src/xsdba/utils.py
+++ b/src/xsdba/utils.py
@@ -520,14 +520,14 @@ def rank(
 
     Parameters
     ----------
-    da: xr.DataArray
-      Source array.
+    da : xr.DataArray
+        Source array.
     dim : str | list[str], hashable
-      Dimension(s) over which to compute rank.
+        Dimension(s) over which to compute rank.
     pct : bool, optional
-      If True, compute percentage ranks, otherwise compute integer ranks.
-      Percentage ranks range from 0 to 1, in opposition to xarray's implementation,
-      where they range from 1/N to 1.
+        If True, compute percentage ranks, otherwise compute integer ranks.
+        Percentage ranks range from 0 to 1, in opposition to xarray's implementation,
+        where they range from 1/N to 1.
 
     Returns
     -------
@@ -583,12 +583,12 @@ def pc_matrix(arr: np.ndarray | dsk.Array) -> np.ndarray | dsk.Array:
     Parameters
     ----------
     arr : numpy.ndarray or dask.array.Array
-      2D array (M, N) of the M coordinates of N points.
+        2D array (M, N) of the M coordinates of N points.
 
     Returns
     -------
     numpy.ndarray or dask.array.Array
-      MxM Array of the same type as arr.
+        MxM Array of the same type as arr.
     """
     # Get appropriate math module
     mod = dsk if isinstance(arr, dsk.Array) else np
@@ -624,17 +624,17 @@ def best_pc_orientation_simple(
     Parameters
     ----------
     R : np.ndarray
-      MxM Matrix defining the final transformation.
+        MxM Matrix defining the final transformation.
     Hinv : np.ndarray
-      MxM Matrix defining the (inverse) first transformation.
+        MxM Matrix defining the (inverse) first transformation.
     val : float
-      The coordinate of the test point (same for all axes). It should be much
-      greater than the largest furthest point in the array used to define B.
+        The coordinate of the test point (same for all axes). It should be much
+        greater than the largest furthest point in the array used to define B.
 
     Returns
     -------
     np.ndarray
-      Mx1 vector of orientation correction (1 or -1).
+        Mx1 vector of orientation correction (1 or -1).
 
     See Also
     --------
@@ -674,20 +674,20 @@ def best_pc_orientation_full(
     Parameters
     ----------
     R : np.ndarray
-      MxM Matrix defining the final transformation.
+        MxM Matrix defining the final transformation.
     Hinv : np.ndarray
-      MxM Matrix defining the (inverse) first transformation.
+        MxM Matrix defining the (inverse) first transformation.
     Rmean : np.ndarray
-      M vector defining the target distribution center point.
+        M vector defining the target distribution center point.
     Hmean : np.ndarray
-      M vector defining the original distribution center point.
+        M vector defining the original distribution center point.
     hist : np.ndarray
-      MxN matrix of all training observations of the M variables/sites.
+        MxN matrix of all training observations of the M variables/sites.
 
     Returns
     -------
     np.ndarray
-      M vector of orientation correction (1 or -1).
+        M vector of orientation correction (1 or -1).
 
     References
     ----------