From c72c231cb6a59e5116044934aa8490a210e9380f Mon Sep 17 00:00:00 2001
From: hieuddo <hieu.dd.1998@gmail.com>
Date: Fri, 22 May 2026 01:09:35 +0800
Subject: [PATCH] remove python 3.9, add 3.14

---
 .github/workflows/python-package.yml | 11 +----------
 .github/workflows/python-publish.yml | 11 +----------
 pyproject.toml                       |  4 ++--
 3 files changed, 4 insertions(+), 22 deletions(-)

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index d8898888e..d2c399d92 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -17,7 +17,7 @@ jobs:
       fail-fast: false
       matrix:
         os: [windows-latest, ubuntu-22.04, macos-latest]
-        python-version: ["3.9", "3.10", "3.11", "3.12", "3.13"]
+        python-version: ["3.10", "3.11", "3.12", "3.13", "3.14"]
     env:
       LIMIT_NUMPY_VERSION: 2.0.0
     steps:
@@ -28,20 +28,11 @@ jobs:
     - uses: actions/checkout@v4
 
     - name: Setup Python ${{ matrix.python-version }}
-      if: ${{ (matrix.os != 'macos-latest') || ((matrix.os == 'macos-latest') && (matrix.python-version != '3.9')) }}
       uses: actions/setup-python@v5
       id: pysetup
       with:
         python-version: ${{ matrix.python-version }}
         cache: 'pip'
-        
-    - name: Setup Python 3.9 - macos-arm
-      if: ${{ (matrix.os == 'macos-latest') && (matrix.python-version == '3.9') }}
-      run: |
-        brew update
-        brew install python@${{ matrix.python-version }}
-        curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py
-        python${{ matrix.python-version }} get-pip.py
 
     - name: Create Python alias for Windows 
       if: matrix.os == 'windows-latest'
diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml
index 5c36e426c..2644eb0f2 100644
--- a/.github/workflows/python-publish.yml
+++ b/.github/workflows/python-publish.yml
@@ -23,26 +23,17 @@ jobs:
       fail-fast: false
       matrix:
         os: [windows-latest, ubuntu-22.04, macos-latest]
-        python-version: ["3.9", "3.10", "3.11", "3.12", "3.13"]
+        python-version: ["3.10", "3.11", "3.12", "3.13", "3.14"]
     steps:
     - uses: actions/checkout@v4
     
     - name: Setup Python ${{ matrix.python-version }}
-      if: ${{ (matrix.os != 'macos-latest') || ((matrix.os == 'macos-latest') && (matrix.python-version != '3.9')) }}
       uses: actions/setup-python@v5
       id: pysetup
       with:
         python-version: ${{ matrix.python-version }}
         cache: 'pip'
 
-    - name: Setup Python 3.9 - macos-arm
-      if: ${{ (matrix.os == 'macos-latest') && (matrix.python-version == '3.9') }}
-      run: |
-        brew update
-        brew install python@${{ matrix.python-version }}
-        curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py
-        python${{ matrix.python-version }} get-pip.py
-
     - name: Create Python alias for Windows 
       if: matrix.os == 'windows-latest'
       run: |
diff --git a/pyproject.toml b/pyproject.toml
index 65afea5ae..71dfe7839 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -19,7 +19,7 @@ dependencies = [
     "tqdm",
     "powerlaw"
 ]
-requires-python = ">=3.9"
+requires-python = ">=3.10"
 license = { file = "LICENSE" }
 keywords = [
     "recommender system",
@@ -34,11 +34,11 @@ classifiers = [
     "Intended Audience :: Education",
     "Intended Audience :: Developers",
     "Programming Language :: Python :: 3",
-    "Programming Language :: Python :: 3.9",
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
     "Programming Language :: Python :: 3.13",
+    "Programming Language :: Python :: 3.14",
     "License :: OSI Approved :: Apache Software License",
     "Topic :: Software Development",
     "Topic :: Scientific/Engineering",