diff --git a/joblib-1.1.1.tar.gz b/joblib-1.1.1.tar.gz
deleted file mode 100644
index 6412ac4..0000000
Binary files a/joblib-1.1.1.tar.gz and /dev/null differ
diff --git a/joblib-1.3.1.tar.gz b/joblib-1.3.1.tar.gz
new file mode 100644
index 0000000..4a64025
Binary files /dev/null and b/joblib-1.3.1.tar.gz differ
diff --git a/maint-more-informative-assertion-errors-when-warnings-happen.patch b/maint-more-informative-assertion-errors-when-warnings-happen.patch
deleted file mode 100644
index 41ea6fb..0000000
--- a/maint-more-informative-assertion-errors-when-warnings-happen.patch
+++ /dev/null
@@ -1,71 +0,0 @@
-From a9a33285fd713132786d4521be8b881d7c7b07c7 Mon Sep 17 00:00:00 2001
-From: wang--ge <wang__ge@126.com>
-Date: Mon, 6 Feb 2023 17:11:39 +0800
-Subject: [PATCH] maint more informative assertion errors when warings happen
-
----
- continuous_integration/run_tests.sh |  2 +-
- joblib/test/test_parallel.py        | 16 +++++++++++-----
- 2 files changed, 12 insertions(+), 6 deletions(-)
-
-diff --git a/continuous_integration/run_tests.sh b/continuous_integration/run_tests.sh
-index 51bed5f..6e7a537 100755
---- a/continuous_integration/run_tests.sh
-+++ b/continuous_integration/run_tests.sh
-@@ -20,7 +20,7 @@ if [[ "$SKIP_TESTS" != "true" ]]; then
-         export PYTEST_ADDOPTS="--cov=joblib --cov-append"
-     fi
- 
--    pytest joblib -vl --timeout=60 --junitxml="${JUNITXML}"
-+    pytest joblib -vl --timeout=120 --junitxml="${JUNITXML}"
-     make test-doc
- fi
- 
-diff --git a/joblib/test/test_parallel.py b/joblib/test/test_parallel.py
-index 7edeb85..9c6b2dc 100644
---- a/joblib/test/test_parallel.py
-+++ b/joblib/test/test_parallel.py
-@@ -17,6 +17,7 @@ from time import sleep
- from pickle import PicklingError
- from multiprocessing import TimeoutError
- import pickle
-+import warnings
- import pytest
- 
- from importlib import reload
-@@ -190,22 +191,27 @@ def test_main_thread_renamed_no_warning(backend, monkeypatch):
- 
- 
- def _assert_warning_nested(backend, inner_n_jobs, expected):
--    with warns(None) as records:
-+    with warnings.catch_warnings(record=True) as records:
-+        warnings.simplefilter("always")
-         parallel_func(backend=backend, inner_n_jobs=inner_n_jobs)
- 
-+    messages = [w.message for w in records]
-     if expected:
-         # with threading, we might see more that one records
--        if len(records) > 0:
--            return 'backed parallel loops cannot' in records[0].message.args[0]
-+        if  warnings:
-+            return (len(messages)==1 and 'backed parallel loops cannot' in messages[0].args[0])
-         return False
-     else:
--        assert len(records) == 0
-+        assert not messages
-         return True
- 
- 
- @with_multiprocessing
- @parametrize('parent_backend,child_backend,expected', [
--    ('loky', 'multiprocessing', True), ('loky', 'loky', False),
-+    ('loky', 'multiprocessing', True),
-+    # XXX: loky nested under loky causes pytest 7+ to freeze after tests end when using warnings.catch_warnings:
-+    # deadlock happens in loky/process_executor.py", line 193, in _python_exit
-+    # ('loky', 'loky', False),
-     ('multiprocessing', 'multiprocessing', True),
-     ('multiprocessing', 'loky', True),
-     ('threading', 'multiprocessing', True),
--- 
-2.27.0
-
diff --git a/python-joblib.spec b/python-joblib.spec
index 2307342..2a5c4e5 100644
--- a/python-joblib.spec
+++ b/python-joblib.spec
@@ -1,18 +1,20 @@
 %global pypi_name joblib
 
 Name:           python-%{pypi_name}
-Version:        1.1.1
+Version:        1.3.1
 Release:        1
 Summary:        Utilities to provide lightweight pipelining in Python
 License:        BSD-3-clause
 URL:            https://joblib.readthedocs.io/en/latest/
 Source0:        https://github.com/joblib/joblib/archive/%{version}/%{pypi_name}-%{version}.tar.gz 
-Patch1:         maint-more-informative-assertion-errors-when-warnings-happen.patch
 BuildArch:      noarch
 BuildRequires:  python3-devel
+BuildRequires:  python3-pip
+BuildRequires:  python3-wheel
 #test requires
 BuildRequires:  python3-pytest
 BuildRequires:  python3-threadpoolctl
+BuildRequires:  procps-ng
 
 %global _description \
 Joblib is a set of tools to provide lightweight pipelining in Python.
@@ -29,10 +31,10 @@ Summary:        %{summary}
 %autosetup -n %{pypi_name}-%{version} -p1
 
 %build
-%py3_build
+%pyproject_build
 
 %install
-%py3_install
+%pyproject_install
 
 
 %check
@@ -41,10 +43,14 @@ Summary:        %{summary}
 %files -n python3-%{pypi_name}
 %license LICENSE.txt
 %doc README.rst CHANGES.rst
-%{python3_sitelib}/%{pypi_name}-*.egg-info/
+%{python3_sitelib}/%{pypi_name}-*.dist-info/
 %{python3_sitelib}/%{pypi_name}/
 
 %changelog
+* Sun Jul 23 2023 wangkai <13474090681@163.com> - 1.3.1-1
+- Update to 1.3.1 for fix python3.11 build error
+- Use pyproject to compile package
+
 * Fri Apr 7 2023 caodongxia <caodongxia@h-partners.com> - 1.1.1-1
 - Upgrade to 1.1.1