From cd569295ea474b07497aaa98f7c27e3fecd12d3a Mon Sep 17 00:00:00 2001
From: Jixun Sun <160219251+AnonToky@users.noreply.github.com>
Date: Tue, 11 Nov 2025 13:13:37 +0800
Subject: [PATCH 1/4] Fix zip function call to include strict parameter

---
 pandas/core/reshape/encoding.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pandas/core/reshape/encoding.py b/pandas/core/reshape/encoding.py
index 24efa34870545..c719f15c0b0ca 100644
--- a/pandas/core/reshape/encoding.py
+++ b/pandas/core/reshape/encoding.py
@@ -538,7 +538,7 @@ def from_dummies(
                 raise ValueError(len_msg)
         elif isinstance(default_category, Hashable):
             default_category = dict(
-                zip(variables_slice, [default_category] * len(variables_slice))
+                zip(variables_slice, [default_category] * len(variables_slice), strict=True)
             )
         else:
             raise TypeError(

From bc08bff12cfb2c4c1e4139d8d8c429925293281e Mon Sep 17 00:00:00 2001
From: Jixun Sun <160219251+AnonToky@users.noreply.github.com>
Date: Tue, 11 Nov 2025 13:23:53 +0800
Subject: [PATCH 2/4] handled the too-long modified

---
 pandas/core/reshape/encoding.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/pandas/core/reshape/encoding.py b/pandas/core/reshape/encoding.py
index c719f15c0b0ca..1c414d0b6d2a0 100644
--- a/pandas/core/reshape/encoding.py
+++ b/pandas/core/reshape/encoding.py
@@ -538,7 +538,8 @@ def from_dummies(
                 raise ValueError(len_msg)
         elif isinstance(default_category, Hashable):
             default_category = dict(
-                zip(variables_slice, [default_category] * len(variables_slice), strict=True)
+                zip(variables_slice, 
+                    [default_category] * len(variables_slice), strict=True)
             )
         else:
             raise TypeError(

From 74a09aedc740653a6178f2079471ae9d1f1aa3ee Mon Sep 17 00:00:00 2001
From: Jixun Sun <160219251+AnonToky@users.noreply.github.com>
Date: Tue, 11 Nov 2025 13:35:42 +0800
Subject: [PATCH 3/4] edited

---
 pandas/core/reshape/encoding.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pandas/core/reshape/encoding.py b/pandas/core/reshape/encoding.py
index 1c414d0b6d2a0..b45660abda314 100644
--- a/pandas/core/reshape/encoding.py
+++ b/pandas/core/reshape/encoding.py
@@ -538,8 +538,8 @@ def from_dummies(
                 raise ValueError(len_msg)
         elif isinstance(default_category, Hashable):
             default_category = dict(
-                zip(variables_slice, 
-                    [default_category] * len(variables_slice), strict=True)
+                zip(variables_slice, [default_category] * len(variables_slice),
+                    strict=True)
             )
         else:
             raise TypeError(

From 2200f710430482a07ad74c914d77c58c346fc844 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Tue, 11 Nov 2025 08:52:59 +0000
Subject: [PATCH 4/4] [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci
---
 pandas/core/reshape/encoding.py | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/pandas/core/reshape/encoding.py b/pandas/core/reshape/encoding.py
index b45660abda314..35fed5a24fb30 100644
--- a/pandas/core/reshape/encoding.py
+++ b/pandas/core/reshape/encoding.py
@@ -538,8 +538,11 @@ def from_dummies(
                 raise ValueError(len_msg)
         elif isinstance(default_category, Hashable):
             default_category = dict(
-                zip(variables_slice, [default_category] * len(variables_slice),
-                    strict=True)
+                zip(
+                    variables_slice,
+                    [default_category] * len(variables_slice),
+                    strict=True,
+                )
             )
         else:
             raise TypeError(