From b5f8660daf586f80f59b491181778f0d03e1a9dd Mon Sep 17 00:00:00 2001
From: hadifawaz1999 <hadifawaz2291999@gmail.com>
Date: Sun, 21 Jul 2024 14:17:52 +0200
Subject: [PATCH] add utils missing

---
 utils.py | 23 +++++++++++++----------
 1 file changed, 13 insertions(+), 10 deletions(-)

diff --git a/utils.py b/utils.py
index f470d11..3ea0686 100644
--- a/utils.py
+++ b/utils.py
@@ -1,17 +1,7 @@
-import matplotlib.pyplot as plt
-from tqdm.auto import tqdm
-import matplotlib as mpl
-from matplotlib.animation import FuncAnimation
-from matplotlib.patches import ConnectionPatch
-from matplotlib.animation import PillowWriter
 import numpy as np
 import os
-from matplotlib.lines import Line2D
 
 from sklearn.preprocessing import LabelEncoder
-from tslearn.metrics import dtw_path
-from aeon.distances import cost_matrix
-from aeon.distances._alignment_paths import compute_min_return_path
 
 
 def create_directory(directory_path):
@@ -34,3 +24,16 @@ def encode_labels(y):
     labenc = LabelEncoder()
 
     return labenc.fit_transform(y)
+
+
+def dtw_path_to_plot(path_dtw):
+
+    axis_x = []
+    axis_y = []
+
+    for pair in path_dtw:
+
+        axis_x.append(pair[0])
+        axis_y.append(pair[1])
+
+    return np.asarray(axis_x), np.asarray(axis_y)