From 9c449944ca2918af1e647e5652f2ea8d8428edb2 Mon Sep 17 00:00:00 2001
From: Abhishek Pathak <69761436+scorcism@users.noreply.github.com>
Date: Mon, 27 Feb 2023 15:04:26 +0530
Subject: [PATCH 1/4] update test_base.py : remove duplicate function

[BUG] Remove duplicate function in classification/tests/test_base.py #119
---
 sktime/classification/tests/test_base.py | 10 ----------
 1 file changed, 10 deletions(-)

diff --git a/sktime/classification/tests/test_base.py b/sktime/classification/tests/test_base.py
index 30eb79f090..99bdf85350 100644
--- a/sktime/classification/tests/test_base.py
+++ b/sktime/classification/tests/test_base.py
@@ -308,16 +308,6 @@ def _create_example_dataframe(cases=5, dimensions=1, length=10):
     return test_X
 
 
-def _create_nested_dataframe(cases=5, dimensions=1, length=10):
-    testy = pd.DataFrame(dtype=np.float32)
-    for i in range(0, dimensions):
-        instance_list = []
-        for _ in range(0, cases):
-            instance_list.append(pd.Series(np.random.randn(length)))
-        testy["dimension_" + str(i + 1)] = instance_list
-    return testy
-
-
 def _create_unequal_length_nested_dataframe(cases=5, dimensions=1, length=10):
     testy = pd.DataFrame(dtype=np.float32)
     for i in range(0, dimensions):

From aef10cd7ee8f7d8df207270d902af547bf946dfb Mon Sep 17 00:00:00 2001
From: Abhishek Pathak <69761436+scorcism@users.noreply.github.com>
Date: Mon, 27 Feb 2023 15:13:27 +0530
Subject: [PATCH 2/4] Update .all-contributorsrc

---
 .all-contributorsrc | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/.all-contributorsrc b/.all-contributorsrc
index e91dc71760..5877f6b0d4 100644
--- a/.all-contributorsrc
+++ b/.all-contributorsrc
@@ -2071,6 +2071,15 @@
         "contributions": [
           "code"
         ]
+      },
+    {
+        "login": "scorcism",
+        "name": "Abhishek Pathak",
+        "avatar_url": "https://avatars.githubusercontent.com/u/69761436",
+        "profile": "https://github.com/scorcism",
+        "contributions": [
+          "bug"
+        ]
       }
   ]
 }

From b96f83e2f9f41644b9f5e35a110c6a112a14f75f Mon Sep 17 00:00:00 2001
From: Abhishek Pathak <69761436+scorcism@users.noreply.github.com>
Date: Mon, 27 Feb 2023 15:48:58 +0530
Subject: [PATCH 3/4] fix naming issue

Remove duplicate function
---
 sktime/classification/tests/test_base.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/sktime/classification/tests/test_base.py b/sktime/classification/tests/test_base.py
index 99bdf85350..edc6aeb072 100644
--- a/sktime/classification/tests/test_base.py
+++ b/sktime/classification/tests/test_base.py
@@ -297,7 +297,7 @@ def _check_classifier_input(X, y=None, enforce_min_instances=1):
         _check_classifier_input(test_X2, test_y1, enforce_min_instances=6)
 
 
-def _create_example_dataframe(cases=5, dimensions=1, length=10):
+def _create_nested_dataframe(cases=5, dimensions=1, length=10):
     """Create a simple data frame set of time series (X) for testing."""
     test_X = pd.DataFrame(dtype=np.float32)
     for i in range(0, dimensions):

From a5c14b1b134900f25fbac55fc656adc27e1ccac9 Mon Sep 17 00:00:00 2001
From: Abhishek Pathak <69761436+scorcism@users.noreply.github.com>
Date: Mon, 27 Feb 2023 15:59:48 +0530
Subject: [PATCH 4/4] Update test_base.py

---
 sktime/classification/tests/test_base.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/sktime/classification/tests/test_base.py b/sktime/classification/tests/test_base.py
index edc6aeb072..088369be90 100644
--- a/sktime/classification/tests/test_base.py
+++ b/sktime/classification/tests/test_base.py
@@ -276,8 +276,8 @@ def _check_classifier_input(X, y=None, enforce_min_instances=1):
     _check_classifier_input(test_X2, test_y2)
     # 2. Test correct: X: pd.DataFrame with 1 (univariate) and 3 cols(multivariate) vs
     # y:np.array and np.Series
-    test_X3 = _create_nested_dataframe(5, 1, 10)
-    test_X4 = _create_nested_dataframe(5, 3, 10)
+    test_X3 = _create_example_dataframe(5, 1, 10)
+    test_X4 = _create_example_dataframe(5, 3, 10)
     _check_classifier_input(test_X3, test_y1)
     _check_classifier_input(test_X4, test_y1)
     _check_classifier_input(test_X3, test_y2)
@@ -297,7 +297,7 @@ def _check_classifier_input(X, y=None, enforce_min_instances=1):
         _check_classifier_input(test_X2, test_y1, enforce_min_instances=6)
 
 
-def _create_nested_dataframe(cases=5, dimensions=1, length=10):
+def _create_example_dataframe(cases=5, dimensions=1, length=10):
     """Create a simple data frame set of time series (X) for testing."""
     test_X = pd.DataFrame(dtype=np.float32)
     for i in range(0, dimensions):