diff --git a/python-xgboost.spec b/python-xgboost.spec
index 7c80244b272491c578301d3bd7543c885bbba1c2..e95033468c6b8506f7beb9122a7140ae0d18925d 100644
--- a/python-xgboost.spec
+++ b/python-xgboost.spec
@@ -2,12 +2,12 @@
 %define _debugsource_template %{nil}
 
 Name:           python-%{pypi_name}
-Version:        1.7.6
-Release:        2
+Version:        3.1.1
+Release:        1
 Summary:        Scalable, Portable and Distributed Gradient Boosting Library
 License:        Apache-2.0
 URL:            https://github.com/dmlc/xgboost
-Source0:        %{pypi_source xgboost}
+Source0:        https://files.pythonhosted.org/packages/source/x/xgboost/xgboost-%{version}.tar.gz
 Source1:        0001-set-lib-install-dir
 BuildRequires:  python3-devel gcc-c++ cmake ninja-build
 Requires:       dejavu-fonts-common dejavu-sans-fonts libgfortran
@@ -68,6 +68,9 @@ popd
 %{python3_sitearch}/%{pypi_name}-*.egg-info/
 
 %changelog
+* Fri Nov 14 2025 lvwq <lvwenqiang@kylinos.cn> - 3.1.1-1
+- Update to 3.1.1
+
 * Wed Jul 09 2025 laokz <zhangkai@iscas.ac.cn> - 1.7.6-2
 - Riscv64: adapt library install directory
 
diff --git a/xgboost-1.7.6.tar.gz b/xgboost-1.7.6.tar.gz
deleted file mode 100644
index 9f6537017cdafb16bcbfba680baa35dc8a327314..0000000000000000000000000000000000000000
Binary files a/xgboost-1.7.6.tar.gz and /dev/null differ
diff --git a/xgboost-3.1.1.tar.gz b/xgboost-3.1.1.tar.gz
new file mode 100644
index 0000000000000000000000000000000000000000..74d8d32ee7093ba9a4e6ed93ad44ddd469d35745
Binary files /dev/null and b/xgboost-3.1.1.tar.gz differ