From 29a37be0a3d3e8bf5bc1eb19cd0502922f5b312a Mon Sep 17 00:00:00 2001
From: priya-kinthali <147703874+priya-kinthali@users.noreply.github.com>
Date: Fri, 6 Sep 2024 22:10:29 +0530
Subject: [PATCH 1/7] initial commit (#938)

---
 dist/setup/index.js | 4 +++-
 package-lock.json   | 8 ++++----
 src/utils.ts        | 5 ++++-
 3 files changed, 11 insertions(+), 6 deletions(-)

diff --git a/dist/setup/index.js b/dist/setup/index.js
index 126f4a32c..f1e3e2970 100644
--- a/dist/setup/index.js
+++ b/dist/setup/index.js
@@ -92118,7 +92118,9 @@ function extractValue(obj, keys) {
  */
 function getVersionInputFromTomlFile(versionFile) {
     core.debug(`Trying to resolve version form ${versionFile}`);
-    const pyprojectFile = fs_1.default.readFileSync(versionFile, 'utf8');
+    let pyprojectFile = fs_1.default.readFileSync(versionFile, 'utf8');
+    // Normalize the line endings in the pyprojectFile
+    pyprojectFile = pyprojectFile.replace(/\r\n/g, '\n');
     const pyprojectConfig = toml.parse(pyprojectFile);
     let keys = [];
     if ('project' in pyprojectConfig) {
diff --git a/package-lock.json b/package-lock.json
index e5b2190bb..14174608e 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -4284,12 +4284,12 @@
       }
     },
     "node_modules/micromatch": {
-      "version": "4.0.5",
-      "resolved": "https://registry.npmjs.org/micromatch/-/micromatch-4.0.5.tgz",
-      "integrity": "sha512-DMy+ERcEW2q8Z2Po+WNXuw3c5YaUSFjAO5GsJqfEl7UjvtIuFKO6ZrKvcItdy98dwFI2N1tg3zNIdKaQT+aNdA==",
+      "version": "4.0.8",
+      "resolved": "https://registry.npmjs.org/micromatch/-/micromatch-4.0.8.tgz",
+      "integrity": "sha512-PXwfBhYu0hBCPw8Dn0E+WDYb7af3dSLVWKi3HGv84IdF4TyFoC0ysxFd0Goxw7nSv4T/PzEJQxsYsEiFCKo2BA==",
       "dev": true,
       "dependencies": {
-        "braces": "^3.0.2",
+        "braces": "^3.0.3",
         "picomatch": "^2.3.1"
       },
       "engines": {
diff --git a/src/utils.ts b/src/utils.ts
index 3d1b3dffe..f3aa1ef1e 100644
--- a/src/utils.ts
+++ b/src/utils.ts
@@ -224,7 +224,10 @@ function extractValue(obj: any, keys: string[]): string | undefined {
 export function getVersionInputFromTomlFile(versionFile: string): string[] {
   core.debug(`Trying to resolve version form ${versionFile}`);
 
-  const pyprojectFile = fs.readFileSync(versionFile, 'utf8');
+  let pyprojectFile = fs.readFileSync(versionFile, 'utf8');
+  // Normalize the line endings in the pyprojectFile
+  pyprojectFile = pyprojectFile.replace(/\r\n/g, '\n');
+
   const pyprojectConfig = toml.parse(pyprojectFile);
   let keys = [];
 

From 65b48c71155ac3186106d8d8de14787f5914b8d1 Mon Sep 17 00:00:00 2001
From: Joel Ambass <Jcambass@users.noreply.github.com>
Date: Tue, 10 Sep 2024 16:54:46 +0200
Subject: [PATCH 2/7] Create publish-immutable-actions.yml

This workflow file publishes new action releases to the immutable action package of the same name as this repo.

This is part of the Immutable Actions project which is not yet fully released to the public. First party actions like this one are part of our initial testing of this feature.
---
 .../workflows/publish-immutable-actions.yml   | 22 +++++++++++++++++++
 1 file changed, 22 insertions(+)
 create mode 100644 .github/workflows/publish-immutable-actions.yml

diff --git a/.github/workflows/publish-immutable-actions.yml b/.github/workflows/publish-immutable-actions.yml
new file mode 100644
index 000000000..1e02a3a15
--- /dev/null
+++ b/.github/workflows/publish-immutable-actions.yml
@@ -0,0 +1,22 @@
+name: 'Publish Immutable Action Version'
+
+on:
+  release:
+    types: [created]
+
+jobs:
+  publish:
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+      id-token: write
+      packages: write
+
+    steps:
+      - name: Checking out
+        uses: actions/checkout@v4
+      - name: Publish
+        id: publish
+        uses: actions/publish-immutable-action@0.0.1
+        with:
+          github-token: ${{ secrets.GITHUB_TOKEN }}

From 3226af69c08a4851edf81cffc8849d2db148b21f Mon Sep 17 00:00:00 2001
From: Joel Ambass <Jcambass@users.noreply.github.com>
Date: Mon, 16 Sep 2024 17:18:49 +0200
Subject: [PATCH 3/7] Upgrade IA publish

---
 .github/workflows/publish-immutable-actions.yml | 6 ++----
 1 file changed, 2 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/publish-immutable-actions.yml b/.github/workflows/publish-immutable-actions.yml
index 1e02a3a15..87c020728 100644
--- a/.github/workflows/publish-immutable-actions.yml
+++ b/.github/workflows/publish-immutable-actions.yml
@@ -2,7 +2,7 @@ name: 'Publish Immutable Action Version'
 
 on:
   release:
-    types: [created]
+    types: [published]
 
 jobs:
   publish:
@@ -17,6 +17,4 @@ jobs:
         uses: actions/checkout@v4
       - name: Publish
         id: publish
-        uses: actions/publish-immutable-action@0.0.1
-        with:
-          github-token: ${{ secrets.GITHUB_TOKEN }}
+        uses: actions/publish-immutable-action@0.0.3

From 19dfb7b659fa9e60c2f89c33335ab5f6f1792b6e Mon Sep 17 00:00:00 2001
From: Jeff Widman <jeff@jeffwidman.com>
Date: Fri, 4 Oct 2024 09:28:10 -0700
Subject: [PATCH 4/7] Bump default versions to latest (#905)

People copy/paste these values all the time... might as well start them off on the right foot with a modern default.
---
 README.md | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/README.md b/README.md
index 21960a0f2..864fda70c 100644
--- a/README.md
+++ b/README.md
@@ -21,7 +21,7 @@ steps:
 - uses: actions/checkout@v4
 - uses: actions/setup-python@v5
   with:
-    python-version: '3.10' 
+    python-version: '3.12' 
 - run: python my_script.py
 ```
 
@@ -31,7 +31,7 @@ steps:
 - uses: actions/checkout@v4
 - uses: actions/setup-python@v5 
   with:
-    python-version: 'pypy3.9' 
+    python-version: 'pypy3.10' 
 - run: python my_script.py
 ```
 
@@ -41,7 +41,7 @@ steps:
 - uses: actions/checkout@v4
 - uses: actions/setup-python@v5 
   with:
-    python-version: 'graalpy-22.3' 
+    python-version: 'graalpy-24.0' 
 - run: python my_script.py
 ```
 
@@ -76,7 +76,7 @@ steps:
 - uses: actions/checkout@v4
 - uses: actions/setup-python@v5
   with:
-    python-version: '3.9'
+    python-version: '3.12'
     cache: 'pip' # caching pip dependencies
 - run: pip install -r requirements.txt
 ```

From f4c5a1183d69690d31b6304b7af403a5b56a88d6 Mon Sep 17 00:00:00 2001
From: John Wesley Walker III <81404201+jww3@users.noreply.github.com>
Date: Mon, 21 Oct 2024 18:42:17 +0200
Subject: [PATCH 5/7] Revise `isGhes` logic (#963)

* Revise `isGhes` logic

* ran `npm run format`

* add unit test

* ran `npm run format`
---
 __tests__/utils.test.ts | 39 +++++++++++++++++++++++++++++++++++++++
 dist/setup/index.js     |  6 +++++-
 src/utils.ts            |  8 +++++++-
 3 files changed, 51 insertions(+), 2 deletions(-)

diff --git a/__tests__/utils.test.ts b/__tests__/utils.test.ts
index c2c6bca53..eac39ab68 100644
--- a/__tests__/utils.test.ts
+++ b/__tests__/utils.test.ts
@@ -13,6 +13,7 @@ import {
   getVersionInputFromPlainFile,
   getVersionInputFromTomlFile,
   getNextPageUrl,
+  isGhes,
   IS_WINDOWS,
   getDownloadFileName
 } from '../src/utils';
@@ -195,3 +196,41 @@ describe('getDownloadFileName', () => {
     }
   });
 });
+
+describe('isGhes', () => {
+  const pristineEnv = process.env;
+
+  beforeEach(() => {
+    jest.resetModules();
+    process.env = {...pristineEnv};
+  });
+
+  afterAll(() => {
+    process.env = pristineEnv;
+  });
+
+  it('returns false when the GITHUB_SERVER_URL environment variable is not defined', async () => {
+    delete process.env['GITHUB_SERVER_URL'];
+    expect(isGhes()).toBeFalsy();
+  });
+
+  it('returns false when the GITHUB_SERVER_URL environment variable is set to github.com', async () => {
+    process.env['GITHUB_SERVER_URL'] = 'https://github.com';
+    expect(isGhes()).toBeFalsy();
+  });
+
+  it('returns false when the GITHUB_SERVER_URL environment variable is set to a GitHub Enterprise Cloud-style URL', async () => {
+    process.env['GITHUB_SERVER_URL'] = 'https://contoso.ghe.com';
+    expect(isGhes()).toBeFalsy();
+  });
+
+  it('returns false when the GITHUB_SERVER_URL environment variable has a .localhost suffix', async () => {
+    process.env['GITHUB_SERVER_URL'] = 'https://mock-github.localhost';
+    expect(isGhes()).toBeFalsy();
+  });
+
+  it('returns true when the GITHUB_SERVER_URL environment variable is set to some other URL', async () => {
+    process.env['GITHUB_SERVER_URL'] = 'https://src.onpremise.fabrikam.com';
+    expect(isGhes()).toBeTruthy();
+  });
+});
diff --git a/dist/setup/index.js b/dist/setup/index.js
index f1e3e2970..e56f96608 100644
--- a/dist/setup/index.js
+++ b/dist/setup/index.js
@@ -92017,7 +92017,11 @@ function validatePythonVersionFormatForPyPy(version) {
 exports.validatePythonVersionFormatForPyPy = validatePythonVersionFormatForPyPy;
 function isGhes() {
     const ghUrl = new URL(process.env['GITHUB_SERVER_URL'] || 'https://github.com');
-    return ghUrl.hostname.toUpperCase() !== 'GITHUB.COM';
+    const hostname = ghUrl.hostname.trimEnd().toUpperCase();
+    const isGitHubHost = hostname === 'GITHUB.COM';
+    const isGitHubEnterpriseCloudHost = hostname.endsWith('.GHE.COM');
+    const isLocalHost = hostname.endsWith('.LOCALHOST');
+    return !isGitHubHost && !isGitHubEnterpriseCloudHost && !isLocalHost;
 }
 exports.isGhes = isGhes;
 function isCacheFeatureAvailable() {
diff --git a/src/utils.ts b/src/utils.ts
index f3aa1ef1e..a6dab63e2 100644
--- a/src/utils.ts
+++ b/src/utils.ts
@@ -116,7 +116,13 @@ export function isGhes(): boolean {
   const ghUrl = new URL(
     process.env['GITHUB_SERVER_URL'] || 'https://github.com'
   );
-  return ghUrl.hostname.toUpperCase() !== 'GITHUB.COM';
+
+  const hostname = ghUrl.hostname.trimEnd().toUpperCase();
+  const isGitHubHost = hostname === 'GITHUB.COM';
+  const isGitHubEnterpriseCloudHost = hostname.endsWith('.GHE.COM');
+  const isLocalHost = hostname.endsWith('.LOCALHOST');
+
+  return !isGitHubHost && !isGitHubEnterpriseCloudHost && !isLocalHost;
 }
 
 export function isCacheFeatureAvailable(): boolean {

From 9c76e716502b18322365741b762fee22a8cffad8 Mon Sep 17 00:00:00 2001
From: aparnajyothi-y <147696841+aparnajyothi-y@users.noreply.github.com>
Date: Tue, 22 Oct 2024 02:09:11 +0530
Subject: [PATCH 6/7] Bump pillow from 7.2 to 10.2.0 in /__tests__/data  (#956)

* Update e2e-cache.yml

* Update basic-validation.yml

* Pyinstaller upgrade to 5.13.1

* pyinstaller-update

* Update basic-validation.yml

* Update e2e-cache.yml

* fix-db-alert-164-165-166

* upgrade pillow
---
 __tests__/data/requirements.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/__tests__/data/requirements.txt b/__tests__/data/requirements.txt
index 62b581b2a..265872b80 100644
--- a/__tests__/data/requirements.txt
+++ b/__tests__/data/requirements.txt
@@ -30,7 +30,7 @@ pdf2image==1.12.1
 
 pefile==2021.9.3; python_full_version >= '3.6.0'
 
-pillow==7.2
+pillow>=10.2.0
 
 pygments==2.6.1
 

From 0b93645e9fea7318ecaed2b359559ac225c90a2b Mon Sep 17 00:00:00 2001
From: priya-kinthali <147703874+priya-kinthali@users.noreply.github.com>
Date: Thu, 24 Oct 2024 19:08:22 +0530
Subject: [PATCH 7/7] Enhance workflows: Add macOS 13 support, upgrade
 publish-action, and update documentation for arm64 and latest versions (#965)

* update ci workflows with latest versions and added macos-13

* updated document with latest versions
---
 .github/workflows/e2e-cache.yml               | 20 ++--
 .github/workflows/e2e-tests.yml               | 86 +++++++++-------
 .../workflows/release-new-action-version.yml  |  2 +-
 .github/workflows/test-graalpy.yml            | 14 +--
 .github/workflows/test-pypy.yml               | 18 ++--
 .github/workflows/test-python.yml             | 67 ++++++-------
 README.md                                     |  6 +-
 action.yml                                    |  2 +-
 docs/advanced-usage.md                        | 97 ++++++++++---------
 9 files changed, 169 insertions(+), 143 deletions(-)

diff --git a/.github/workflows/e2e-cache.yml b/.github/workflows/e2e-cache.yml
index 0c73a0b0c..e30031f15 100644
--- a/.github/workflows/e2e-cache.yml
+++ b/.github/workflows/e2e-cache.yml
@@ -21,8 +21,8 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, windows-latest, macos-latest]
-        python-version: ['3.9', 'pypy-3.9-v7.x']
+        os: [ubuntu-latest, windows-latest, macos-latest, macos-13]
+        python-version: ['3.9', 'pypy-3.9-v7.x', '3.10', 'pypy-3.10-v7.x']
     steps:
       - uses: actions/checkout@v4
       - name: Setup Python
@@ -39,8 +39,8 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, windows-latest, macos-latest]
-        python-version: ['3.9', 'pypy-3.9-v7.x']
+        os: [ubuntu-latest, windows-latest, macos-latest, macos-13]
+        python-version: ['3.9', 'pypy-3.9-v7.x', '3.10', 'pypy-3.10-v7.x']
     steps:
       - uses: actions/checkout@v4
       - name: Setup Python
@@ -75,8 +75,8 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, windows-latest, macos-latest]
-        python-version: ['3.9', 'pypy-3.9']
+        os: [ubuntu-latest, windows-latest, macos-latest, macos-13]
+        python-version: ['3.9', 'pypy-3.9-v7.x', '3.10', 'pypy-3.10-v7.x']
     steps:
       - uses: actions/checkout@v4
       - name: Install poetry
@@ -97,8 +97,8 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, windows-latest, macos-latest]
-        python-version: ['3.9', 'pypy-3.9-v7.x']
+        os: [ubuntu-latest, windows-latest, macos-latest, macos-13]
+        python-version: ['3.9', 'pypy-3.9-v7.x', '3.10', 'pypy-3.10-v7.x']
     steps:
       - uses: actions/checkout@v4
       - name: Setup Python
@@ -116,8 +116,8 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, windows-latest, macos-latest]
-        python-version: ['3.9', 'pypy-3.9-v7.x']
+        os: [ubuntu-latest, windows-latest, macos-latest, macos-13]
+        python-version: ['3.9', 'pypy-3.9-v7.x', '3.10', 'pypy-3.10-v7.x']
     steps:
       - uses: actions/checkout@v4
       - name: Setup Python
diff --git a/.github/workflows/e2e-tests.yml b/.github/workflows/e2e-tests.yml
index a14739de1..3045cb007 100644
--- a/.github/workflows/e2e-tests.yml
+++ b/.github/workflows/e2e-tests.yml
@@ -12,29 +12,42 @@ on:
   workflow_dispatch:
 
 jobs:
-  test-setup-python:
-    name: Test setup-python
+  test-setup-python-older:
+    name: Test setup-python old versions
     runs-on: ${{ matrix.operating-system }}
     strategy:
       matrix:
-        operating-system: [ubuntu-20.04, windows-latest]
+        operating-system:
+          [ubuntu-20.04, ubuntu-22.04, windows-latest, macos-latest, macos-13]
+        python: [3.8.10, 3.8.18]
+        exclude:
+          - operating-system: ubuntu-22.04
+            python: '3.8.10'
+          - operating-system: macos-latest
+            python: '3.8.18'
+          - operating-system: windows-latest
+            python: '3.8.18'
     steps:
       - name: Checkout
         uses: actions/checkout@v4
 
-      - name: Run with setup-python 3.8
-        uses: ./
-        with:
-          python-version: 3.8
-      - name: Verify 3.8
-        run: python __tests__/verify-python.py 3.8
-
-      - name: Run with setup-python 3.8.10
+      - name: Run with setup-python ${{ matrix.python }}
+        id: setup-python
         uses: ./
         with:
-          python-version: 3.8.10
-      - name: Verify 3.8.10
-        run: python __tests__/verify-python.py 3.8.10
+          python-version: ${{ matrix.python }}
+      - name: Verify ${{ matrix.python }}
+        run: python __tests__/verify-python.py ${{ matrix.python }}
+  test-setup-python:
+    name: Test setup-python
+    runs-on: ${{ matrix.operating-system }}
+    strategy:
+      matrix:
+        operating-system:
+          [ubuntu-20.04, windows-latest, ubuntu-22.04, macos-latest, macos-13]
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
 
       - name: Run with setup-python 3.9.13
         uses: ./
@@ -57,36 +70,43 @@ jobs:
       - name: Verify 3.11.9
         run: python __tests__/verify-python.py 3.11.9
 
-      - name: Run with setup-python 3.12.4
+      - name: Run with setup-python 3.12.7
+        uses: ./
+        with:
+          python-version: 3.12.7
+      - name: Verify 3.12.7
+        run: python __tests__/verify-python.py 3.12.7
+
+      - name: Run with setup-python 3.13.0
         uses: ./
         with:
-          python-version: 3.12.4
-      - name: Verify 3.12.4
-        run: python __tests__/verify-python.py 3.12.4
+          python-version: 3.13.0
+      - name: Verify 3.13.0
+        run: python __tests__/verify-python.py 3.13.0
 
-      - name: Run with setup-python 3.10
-        id: cp310
+      - name: Run with setup-python 3.13
+        id: cp313
         uses: ./
         with:
-          python-version: '3.10'
-      - name: Verify 3.10
-        run: python __tests__/verify-python.py 3.10
-      - name: Run python-path sample 3.10
-        run: pipx run --python '${{ steps.cp310.outputs.python-path }}' nox --version
+          python-version: '3.13'
+      - name: Verify 3.13
+        run: python __tests__/verify-python.py 3.13
+      - name: Run python-path sample 3.13
+        run: pipx run --python '${{ steps.cp313.outputs.python-path }}' nox --version
 
-      - name: Run with setup-python ==3.8
+      - name: Run with setup-python ==3.13
         uses: ./
         with:
-          python-version: '==3.8'
-      - name: Verify ==3.8
-        run: python __tests__/verify-python.py 3.8
+          python-version: '==3.13'
+      - name: Verify ==3.13
+        run: python __tests__/verify-python.py 3.13
 
-      - name: Run with setup-python <3.11
+      - name: Run with setup-python <3.13
         uses: ./
         with:
-          python-version: '<3.11'
-      - name: Verify <3.11
-        run: python __tests__/verify-python.py 3.10
+          python-version: '<3.13'
+      - name: Verify <3.13
+        run: python __tests__/verify-python.py 3.12
       - name: Test Raw Endpoint Access
         run: |
           curl -L https://raw.githubusercontent.com/actions/python-versions/main/versions-manifest.json | jq empty
diff --git a/.github/workflows/release-new-action-version.yml b/.github/workflows/release-new-action-version.yml
index d8171ef88..7e5de347a 100644
--- a/.github/workflows/release-new-action-version.yml
+++ b/.github/workflows/release-new-action-version.yml
@@ -22,7 +22,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Update the ${{ env.TAG_NAME }} tag
-        uses: actions/publish-action@v0.2.2
+        uses: actions/publish-action@v0.3.0
         with:
           source-tag: ${{ env.TAG_NAME }}
           slack-webhook: ${{ secrets.SLACK_WEBHOOK }}
diff --git a/.github/workflows/test-graalpy.yml b/.github/workflows/test-graalpy.yml
index fe8f497e1..9f01429e9 100644
--- a/.github/workflows/test-graalpy.yml
+++ b/.github/workflows/test-graalpy.yml
@@ -18,10 +18,12 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [macos-latest, ubuntu-20.04, ubuntu-latest]
+        os: [macos-latest, ubuntu-20.04, ubuntu-latest, macos-13]
         graalpy:
-          - 'graalpy-23.0'
           - 'graalpy-22.3'
+          - 'graalpy-23.0'
+          - 'graalpy-23.1'
+          - 'graalpy-24.1'
 
     steps:
       - name: Checkout
@@ -63,8 +65,8 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [macos-latest, ubuntu-20.04, ubuntu-latest]
-        graalpy: ['graalpy23.0', 'graalpy22.3']
+        os: [macos-latest, ubuntu-20.04, ubuntu-latest, macos-13]
+        graalpy: ['graalpy22.3', 'graalpy23.0', 'graalpy23.1', 'graalpy24.1']
 
     steps:
       - name: Checkout
@@ -88,14 +90,14 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, macos-latest]
+        os: [ubuntu-latest, macos-latest, macos-13]
     steps:
       - uses: actions/checkout@v4
       - name: Setup GraalPy and check latest
         uses: ./
         id: graalpy
         with:
-          python-version: 'graalpy-23.x'
+          python-version: 'graalpy-24.x'
           check-latest: true
       - name: GraalPy and Python version
         run: python --version
diff --git a/.github/workflows/test-pypy.yml b/.github/workflows/test-pypy.yml
index 355bc2324..716f75014 100644
--- a/.github/workflows/test-pypy.yml
+++ b/.github/workflows/test-pypy.yml
@@ -20,19 +20,20 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [macos-latest, windows-latest, ubuntu-20.04, ubuntu-latest]
+        os:
+          [macos-latest, windows-latest, ubuntu-20.04, ubuntu-latest, macos-13]
         pypy:
           - 'pypy-2.7'
           - 'pypy-3.10'
           - 'pypy3.9'
-          - 'pypy-2.7-v7.3.14'
-          - 'pypy-3.10-v7.3.15'
-          - 'pypy-3.10-v7.3.14'
+          - 'pypy-2.7-v7.3.17'
+          - 'pypy-3.10-v7.3.17'
+          - 'pypy-3.10-v7.3.16'
           - 'pypy-3.10-v7.3.x'
           - 'pypy-3.10-v7.x'
           - 'pypy-2.7-v7.3.12rc1'
           - 'pypy-3.10-nightly'
-          - 'pypy3.10-v7.3.15'
+          - 'pypy3.10-v7.3.17'
 
     steps:
       - name: Checkout
@@ -74,7 +75,8 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [macos-latest, windows-latest, ubuntu-20.04, ubuntu-latest]
+        os:
+          [macos-latest, windows-latest, ubuntu-20.04, ubuntu-latest, macos-13]
         pypy: ['pypy2.7', 'pypy3.9', 'pypy3.10-nightly']
 
     steps:
@@ -99,7 +101,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, windows-latest, macos-latest]
+        os: [ubuntu-latest, windows-latest, macos-latest, macos-13]
     steps:
       - uses: actions/checkout@v4
       - name: Setup PyPy and check latest
@@ -132,7 +134,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, windows-latest, macos-latest]
+        os: [ubuntu-latest, windows-latest, macos-latest, macos-13]
     steps:
       - uses: actions/checkout@v4
       - name: Setup PyPy and check latest
diff --git a/.github/workflows/test-python.yml b/.github/workflows/test-python.yml
index c8aef26cc..dfb8ecde1 100644
--- a/.github/workflows/test-python.yml
+++ b/.github/workflows/test-python.yml
@@ -20,8 +20,8 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [macos-latest, windows-latest, ubuntu-20.04, ubuntu-22.04]
-        python: [3.8.10, 3.9.13, 3.10.11, 3.11.9, 3.12.3]
+        os: [macos-latest, windows-latest, ubuntu-20.04, ubuntu-22.04, macos-13]
+        python: [3.8.10, 3.9.13, 3.10.11, 3.11.9, 3.12.3, 3.13.0]
         exclude:
           - os: ubuntu-22.04
             python: 3.8.10
@@ -58,8 +58,8 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [macos-latest, windows-latest, ubuntu-20.04, ubuntu-22.04]
-        python: [3.8.10, 3.9.13, 3.10.11, 3.11.9, 3.12.3]
+        os: [macos-latest, windows-latest, ubuntu-20.04, ubuntu-22.04, macos-13]
+        python: [3.8.10, 3.9.13, 3.10.11, 3.11.9, 3.12.3, 3.13.0]
         exclude:
           - os: ubuntu-22.04
             python: 3.8.10
@@ -99,8 +99,8 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [macos-latest, windows-latest, ubuntu-20.04, ubuntu-22.04]
-        python: [3.8.10, 3.9.13, 3.10.11, 3.11.9, 3.12.3]
+        os: [macos-latest, windows-latest, ubuntu-20.04, ubuntu-22.04, macos-13]
+        python: [3.8.10, 3.9.13, 3.10.11, 3.11.9, 3.12.3, 3.13.0]
         exclude:
           - os: ubuntu-22.04
             python: 3.8.10
@@ -138,8 +138,8 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [macos-latest, windows-latest, ubuntu-20.04, ubuntu-22.04]
-        python: [3.8.10, 3.9.13, 3.10.11, 3.11.9, '==3.12.3']
+        os: [macos-latest, windows-latest, ubuntu-20.04, ubuntu-22.04, macos-13]
+        python: [3.8.10, 3.9.13, 3.10.11, 3.11.9, '==3.12.3', 3.13.0]
         exclude:
           - os: ubuntu-22.04
             python: 3.8.10
@@ -182,8 +182,8 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [macos-latest, windows-latest, ubuntu-20.04, ubuntu-22.04]
-        python: [3.8.10, 3.9.13, 3.10.11, 3.11.9, 3.12.3]
+        os: [macos-latest, windows-latest, ubuntu-20.04, ubuntu-22.04, macos-13]
+        python: [3.8.10, 3.9.13, 3.10.11, 3.11.9, 3.12.3, 3.13.0]
         exclude:
           - os: ubuntu-22.04
             python: 3.8.10
@@ -221,21 +221,21 @@ jobs:
         run: python -c 'import math; print(math.factorial(5))'
 
   setup-pre-release-version-from-manifest:
-    name: Setup 3.13.0-alpha.6 ${{ matrix.os }}
+    name: Setup 3.14.0-alpha.1 ${{ matrix.os }}
     runs-on: ${{ matrix.os }}
     strategy:
       fail-fast: false
       matrix:
-        os: [macos-latest, windows-latest, ubuntu-20.04, ubuntu-22.04]
+        os: [macos-latest, windows-latest, ubuntu-20.04, ubuntu-22.04, macos-13]
     steps:
       - name: Checkout
         uses: actions/checkout@v4
 
-      - name: setup-python 3.13.0-alpha.6
+      - name: setup-python 3.14.0-alpha.1
         id: setup-python
         uses: ./
         with:
-          python-version: '3.13.0-alpha.6'
+          python-version: '3.14.0-alpha.1'
 
       - name: Check python-path
         run: ./__tests__/check-python-path.sh '${{ steps.setup-python.outputs.python-path }}'
@@ -244,8 +244,8 @@ jobs:
       - name: Validate version
         run: |
           $pythonVersion = (python --version)
-          if ("Python 3.13.0a6" -ne "$pythonVersion"){
-            Write-Host "The current version is $pythonVersion; expected version is 3.13.0a6"
+          if ("Python 3.14.0a1" -ne "$pythonVersion"){
+            Write-Host "The current version is $pythonVersion; expected version is 3.14.0a1"
             exit 1
           }
           $pythonVersion
@@ -255,49 +255,49 @@ jobs:
         run: python -c 'import math; print(math.factorial(5))'
 
   setup-dev-version:
-    name: Setup 3.13-dev ${{ matrix.os }}
+    name: Setup 3.14-dev ${{ matrix.os }}
     runs-on: ${{ matrix.os }}
     strategy:
       fail-fast: false
       matrix:
-        os: [macos-latest, windows-latest, ubuntu-latest]
+        os: [macos-latest, windows-latest, ubuntu-latest, macos-13]
     steps:
       - name: Checkout
         uses: actions/checkout@v4
 
-      - name: setup-python 3.13-dev
+      - name: setup-python 3.14-dev
         id: setup-python
         uses: ./
         with:
-          python-version: '3.13-dev'
+          python-version: '3.14-dev'
 
       - name: Check python-path
         run: ./__tests__/check-python-path.sh '${{ steps.setup-python.outputs.python-path }}'
         shell: bash
 
       - name: Validate version
-        run: ${{ startsWith(steps.setup-python.outputs.python-version, '3.13.') }}
+        run: ${{ startsWith(steps.setup-python.outputs.python-version, '3.14.') }}
         shell: bash
 
       - name: Run simple code
         run: python -c 'import math; print(math.factorial(5))'
 
   setup-prerelease-version:
-    name: Setup 3.13 ${{ matrix.os }}
+    name: Setup 3.14 ${{ matrix.os }}
     runs-on: ${{ matrix.os }}
     strategy:
       fail-fast: false
       matrix:
-        os: [macos-latest, windows-latest, ubuntu-latest]
+        os: [macos-latest, windows-latest, ubuntu-latest, macos-13]
     steps:
       - name: Checkout
         uses: actions/checkout@v4
 
-      - name: setup-python 3.13
+      - name: setup-python 3.14
         id: setup-python
         uses: ./
         with:
-          python-version: '3.13'
+          python-version: '3.14'
           allow-prereleases: true
 
       - name: Check python-path
@@ -305,7 +305,7 @@ jobs:
         shell: bash
 
       - name: Validate version
-        run: ${{ startsWith(steps.setup-python.outputs.python-version, '3.13.') }}
+        run: ${{ startsWith(steps.setup-python.outputs.python-version, '3.14.') }}
         shell: bash
 
       - name: Run simple code
@@ -317,8 +317,8 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [macos-latest, windows-latest, ubuntu-20.04, ubuntu-22.04]
-        python: ['3.8', '3.9', '3.10', '3.11', '3.12']
+        os: [macos-latest, windows-latest, ubuntu-20.04, ubuntu-22.04, macos-13]
+        python: ['3.8', '3.9', '3.10', '3.11', '3.12', '3.13']
     steps:
       - name: Checkout
         uses: actions/checkout@v4
@@ -341,8 +341,8 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, windows-latest, macos-latest]
-        python-version: ['3.8', '3.9', '3.10', '3.11', '3.12']
+        os: [ubuntu-latest, windows-latest, macos-latest, macos-13]
+        python-version: ['3.8', '3.9', '3.10', '3.11', '3.12', '3.13']
     steps:
       - uses: actions/checkout@v4
       - name: Setup Python and check latest
@@ -365,7 +365,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, windows-latest, macos-latest]
+        os: [ubuntu-latest, windows-latest, macos-latest, macos-13]
     steps:
       - uses: actions/checkout@v4
       - name: Setup Python and check latest
@@ -377,12 +377,13 @@ jobs:
             3.10
             3.11
             3.12
+            3.13
           check-latest: true
       - name: Validate version
         run: |
           $pythonVersion = (python --version)
-          if ("$pythonVersion" -NotMatch "3.12"){
-            Write-Host "The current version is $pythonVersion; expected version is 3.12"
+          if ("$pythonVersion" -NotMatch "3.13"){
+            Write-Host "The current version is $pythonVersion; expected version is 3.13"
             exit 1
           }
           $pythonVersion
diff --git a/README.md b/README.md
index 864fda70c..6ffab1fab 100644
--- a/README.md
+++ b/README.md
@@ -21,7 +21,7 @@ steps:
 - uses: actions/checkout@v4
 - uses: actions/setup-python@v5
   with:
-    python-version: '3.12' 
+    python-version: '3.13' 
 - run: python my_script.py
 ```
 
@@ -57,7 +57,7 @@ The `python-version` input supports the [Semantic Versioning Specification](http
 
 ## Supported architectures
 
-Using `architecture` input it is possible to specify the required Python or PyPy interpreter architecture: `x86` or `x64`. If the input is not specified the architecture defaults to `x64`.
+Using the `architecture` input, it is possible to specify the required Python or PyPy interpreter architecture: `x86`, `x64`, or `arm64`. If the input is not specified, the architecture defaults to the host OS architecture.
 
 ## Caching packages dependencies
 
@@ -76,7 +76,7 @@ steps:
 - uses: actions/checkout@v4
 - uses: actions/setup-python@v5
   with:
-    python-version: '3.12'
+    python-version: '3.13'
     cache: 'pip' # caching pip dependencies
 - run: pip install -r requirements.txt
 ```
diff --git a/action.yml b/action.yml
index 5c4669759..48755e9df 100644
--- a/action.yml
+++ b/action.yml
@@ -11,7 +11,7 @@ inputs:
     description: "Used to specify a package manager for caching in the default directory. Supported values: pip, pipenv, poetry."
     required: false
   architecture:
-    description: "The target architecture (x86, x64) of the Python or PyPy interpreter."
+    description: "The target architecture (x86, x64, arm64) of the Python or PyPy interpreter."
   check-latest:
     description: "Set this option if you want the action to check for the latest available version that satisfies the version spec."
     default: false
diff --git a/docs/advanced-usage.md b/docs/advanced-usage.md
index 65ccda288..774bcefea 100644
--- a/docs/advanced-usage.md
+++ b/docs/advanced-usage.md
@@ -27,14 +27,14 @@
 
 ### Specifying a Python version
 
-If there is a specific version of Python that you need and you don't want to worry about any potential breaking changes due to patch updates (going from `3.7.5` to `3.7.6` for example), you should specify the **exact major, minor, and patch version** (such as `3.7.5`):
+If there is a specific version of Python that you need and you don't want to worry about any potential breaking changes due to patch updates (going from `3.12.6` to `3.12.7` for example), you should specify the **exact major, minor, and patch version** (such as `3.12.6`):
 
 ```yaml
 steps:
 - uses: actions/checkout@v4
 - uses: actions/setup-python@v5
   with:
-    python-version: '3.7.5' 
+    python-version: '3.12.6' 
 - run: python my_script.py
 ```
 
@@ -48,7 +48,7 @@ steps:
 - uses: actions/checkout@v4
 - uses: actions/setup-python@v5
   with:
-    python-version: '3.7' 
+    python-version: '3.13' 
 - run: python my_script.py
 ```
 - There will be a single patch version already installed on each runner for every minor version of Python that is supported.
@@ -62,7 +62,7 @@ steps:
 - uses: actions/checkout@v4
 - uses: actions/setup-python@v5
   with:
-    python-version: '3.12.0-alpha.1'
+    python-version: '3.14.0-alpha.1'
 - run: python my_script.py
 ```
 
@@ -73,7 +73,7 @@ steps:
 - uses: actions/checkout@v4
 - uses: actions/setup-python@v5
   with:
-    python-version: '3.12-dev'
+    python-version: '3.14-dev'
 - run: python my_script.py
 ```
 
@@ -86,7 +86,7 @@ steps:
 - uses: actions/checkout@v4
 - uses: actions/setup-python@v5
   with:
-    python-version: '>=3.9 <3.10'
+    python-version: '>=3.9 <3.14'
 - run: python my_script.py
 ```
 
@@ -97,7 +97,7 @@ steps:
 - uses: actions/checkout@v4
 - uses: actions/setup-python@v5
   with:
-    python-version: '3.12.0-alpha - 3.12.0'
+    python-version: '3.13.0-alpha - 3.13.0'
 - run: python my_script.py
 ```
 
@@ -118,6 +118,7 @@ The version of PyPy should be specified in the format `pypy<python_version>[-v<p
 The `-v<pypy_version>` parameter is optional and can be skipped. The latest PyPy version will be used in this case.
 
 ```
+pypy3.10 or pypy-3.10 # the latest available version of PyPy that supports Python 3.10
 pypy3.9 or pypy-3.9 # the latest available version of PyPy that supports Python 3.9
 pypy2.7 or pypy-2.7 # the latest available version of PyPy that supports Python 2.7
 pypy3.7-v7.3.3 or pypy-3.7-v7.3.3 # Python 3.7 and PyPy 7.3.3
@@ -135,8 +136,8 @@ jobs:
     strategy:
       matrix:
         python-version:
-        - 'pypy3.7' # the latest available version of PyPy that supports Python 3.7
-        - 'pypy3.7-v7.3.3' # Python 3.7 and PyPy 7.3.3
+        - 'pypy3.10' # the latest available version of PyPy that supports Python 3.10
+        - 'pypy3.10-v7.3.17' # Python 3.10 and PyPy 7.3.17
     steps:
     - uses: actions/checkout@v4
     - uses: actions/setup-python@v5
@@ -160,9 +161,9 @@ jobs:
     - uses: actions/setup-python@v5
       with:
         python-version: |
-            3.8
-            3.9
-            3.10
+            3.11
+            3.12
+            3.13
     - run: python my_script.py
 ```
 
@@ -177,9 +178,9 @@ jobs:
     - uses: actions/setup-python@v5
       with:
         python-version: |
-            pypy-3.7-v7.3.x
-            pypy3.9-nightly
-            pypy3.8
+            pypy-3.10-v7.3.x
+            pypy3.10-nightly
+            pypy3.9
     - run: python my_script.py
 ```
 
@@ -194,11 +195,11 @@ jobs:
     - uses: actions/setup-python@v5
       with:
         python-version: |
-            3.8
-            3.9
-            pypy3.9-nightly
-            pypy3.8
-            3.10
+            3.11
+            3.12
+            pypy3.10-nightly
+            pypy3.10
+            3.13
     - run: python my_script.py
 ```
 
@@ -212,7 +213,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: [ '2.x', '3.x', 'pypy2.7', 'pypy3.8', 'pypy3.9' ]
+        python-version: ['3.x', 'pypy2.7', 'pypy3.8', 'pypy3.9' ]
     name: Python ${{ matrix.python-version }} sample
     steps:
       - uses: actions/checkout@v4
@@ -233,12 +234,12 @@ jobs:
     strategy:
       matrix:
         os: [ubuntu-latest, macos-latest, windows-latest]
-        python-version: ['2.7', '3.7', '3.8', '3.9', '3.10', 'pypy2.7', 'pypy3.9']
+        python-version: ['3.7', '3.8', '3.9', '3.10', 'pypy2.7', 'pypy3.9']
         exclude:
           - os: macos-latest
             python-version: '3.8'
           - os: windows-latest
-            python-version: '3.6'
+            python-version: '3.8'
     steps:
       - uses: actions/checkout@v4
       - name: Set up Python
@@ -284,7 +285,7 @@ steps:
   - uses: actions/checkout@v4
   - uses: actions/setup-python@v5
     with:
-      python-version: '3.7'
+      python-version: '3.13'
       check-latest: true
   - run: python my_script.py
 ```
@@ -299,7 +300,7 @@ steps:
 - uses: actions/checkout@v4
 - uses: actions/setup-python@v5
   with:
-    python-version: '3.9'
+    python-version: '3.13'
     cache: 'pipenv'
 - name: Install pipenv
   run: curl https://raw.githubusercontent.com/pypa/pipenv/master/get-pipenv.py | python
@@ -314,7 +315,7 @@ steps:
   run: pipx install poetry
 - uses: actions/setup-python@v5
   with:
-    python-version: '3.9'
+    python-version: '3.13'
     cache: 'poetry'
 - run: poetry install
 - run: poetry run pytest
@@ -327,7 +328,7 @@ steps:
 - uses: actions/checkout@v4
 - uses: actions/setup-python@v5
   with:
-    python-version: '3.9'
+    python-version: '3.13'
     cache: 'pipenv'
     cache-dependency-path: |
       server/app/Pipfile.lock
@@ -342,7 +343,7 @@ steps:
 - uses: actions/checkout@v4
 - uses: actions/setup-python@v5
   with:
-    python-version: '3.9'
+    python-version: '3.13'
     cache: 'pip'
     cache-dependency-path: '**/requirements-dev.txt'
 - run: pip install -r subdirectory/requirements-dev.txt
@@ -354,7 +355,7 @@ steps:
 - uses: actions/checkout@v4
 - uses: actions/setup-python@v5
   with:
-    python-version: '3.10'
+    python-version: '3.13'
     cache: 'pip'
     cache-dependency-path: |
       **/setup.cfg
@@ -369,7 +370,7 @@ steps:
 - uses: actions/checkout@v4
 - uses: actions/setup-python@v5
   with:
-    python-version: '3.11'
+    python-version: '3.13'
     cache: 'pip'
     cache-dependency-path: setup.py
 - run: pip install -e .
@@ -382,7 +383,7 @@ steps:
 
 ### `python-version`
 
-Using **python-version** output it's possible to get the installed by action Python or PyPy version. This output is useful when the input `python-version` is given as a range (e.g. 3.8.0 - 3.10.0 ), but down in a workflow you need to operate with the exact installed version (e.g. 3.10.1). 
+Using **python-version** output it's possible to get the installed by action Python or PyPy version. This output is useful when the input `python-version` is given as a range (e.g. 3.8.0 - 3.12.0 ), but down in a workflow you need to operate with the exact installed version (e.g. 3.12.1). 
 
 ```yaml
 jobs:
@@ -391,10 +392,10 @@ jobs:
     steps:
     - uses: actions/checkout@v4
     - uses: actions/setup-python@v5
-      id: cp310
+      id: cp312
       with:
-        python-version: "3.8.0 - 3.10.0"
-    - run: echo '${{ steps.cp310.outputs.python-version }}'
+        python-version: "3.8.0 - 3.12.0"
+    - run: echo '${{ steps.cp312.outputs.python-version }}'
 ```
 
 ### `python-path`
@@ -408,10 +409,10 @@ jobs:
     steps:
     - uses: actions/checkout@v4
     - uses: actions/setup-python@v5
-      id: cp310
+      id: cp313
       with:
-        python-version: "3.10"
-    - run: pipx run --python '${{ steps.cp310.outputs.python-path }}' nox --version
+        python-version: "3.13"
+    - run: pipx run --python '${{ steps.cp313.outputs.python-path }}' nox --version
 ```
 ### `cache-hit`
 
@@ -424,11 +425,11 @@ jobs:
     steps:
     - uses: actions/checkout@v4
     - uses: actions/setup-python@v5
-      id: cp310
+      id: cp313
       with:
-        python-version: "3.8.0"
+        python-version: "3.13.0"
         cache: "poetry"
-    - run: echo '${{ steps.cp310.outputs.cache-hit }}' # true if cache-hit occurred on the primary key
+    - run: echo '${{ steps.cp313.outputs.cache-hit }}' # true if cache-hit occurred on the primary key
 ```
 
 ## Environment variables
@@ -455,11 +456,11 @@ Such a requirement on side-effect could be because you don't want your composite
  steps:
    - uses: actions/checkout@v4
    - uses: actions/setup-python@v5
-     id: cp310
+     id: cp313
      with:
-       python-version: '3.10'
+       python-version: '3.13'
        update-environment: false
-   - run: ${{ steps.cp310.outputs.python-path }} my_script.py
+   - run: ${{ steps.cp313.outputs.python-path }} my_script.py
 ```
 ## Available versions of Python, PyPy and GraalPy
 ### Python
@@ -469,9 +470,9 @@ Such a requirement on side-effect could be because you don't want your composite
 - Preinstalled versions of Python in the tool cache on GitHub-hosted runners.
     - For detailed information regarding the available versions of Python that are installed, see [Supported software](https://docs.github.com/en/actions/reference/specifications-for-github-hosted-runners#supported-software).
     - For every minor version of Python, expect only the latest patch to be preinstalled.
-    - If `3.8.1` is installed for example, and `3.8.2` is released, expect `3.8.1` to be removed and replaced by `3.8.2` in the tool cache.
-    - If the exact patch version doesn't matter to you, specifying just the major and minor versions will get you the latest preinstalled patch version. In the previous example, the version spec `3.8` will use the `3.8.2` Python version found in the cache.
-    - Use `-dev` instead of a patch number (e.g., `3.12-dev`) to install the latest patch version release for a given minor version, *alpha and beta releases included*.
+    - If `3.12.1` is installed for example, and `3.12.2` is released, expect `3.12.1` to be removed and replaced by `3.12.2` in the tool cache.
+    - If the exact patch version doesn't matter to you, specifying just the major and minor versions will get you the latest preinstalled patch version. In the previous example, the version spec `3.12` will use the `3.12.2` Python version found in the cache.
+    - Use `-dev` instead of a patch number (e.g., `3.14-dev`) to install the latest patch version release for a given minor version, *alpha and beta releases included*.
 - Downloadable Python versions from GitHub Releases ([actions/python-versions](https://github.com/actions/python-versions/releases)).
     - All available versions are listed in the [version-manifest.json](https://github.com/actions/python-versions/blob/main/versions-manifest.json) file.
     - If there is a specific version of Python that is not available, you can open an issue here
@@ -485,7 +486,7 @@ Such a requirement on side-effect could be because you don't want your composite
 - Preinstalled versions of PyPy in the tool cache on GitHub-hosted runners
   - For detailed information regarding the available versions of PyPy that are installed, see [Supported software](https://docs.github.com/en/actions/reference/specifications-for-github-hosted-runners#supported-software).
   - For the latest PyPy release, all versions of Python are cached.
-  - Cache is updated with a 1-2 week delay. If you specify the PyPy version as `pypy3.7` or `pypy-3.7`, the cached version will be used although a newer version is available. If you need to start using the recently released version right after release, you should specify the exact PyPy version using `pypy3.7-v7.3.3` or `pypy-3.7-v7.3.3`.
+  - Cache is updated with a 1-2 week delay. If you specify the PyPy version as `pypy3.10` or `pypy-3.10`, the cached version will be used although a newer version is available. If you need to start using the recently released version right after release, you should specify the exact PyPy version using `pypy3.10-v7.3.17` or `pypy-3.10-v7.3.17`.
 
 - Downloadable PyPy versions from the [official PyPy site](https://downloads.python.org/pypy/).
   - All available versions that we can download are listed in [versions.json](https://downloads.python.org/pypy/versions.json) file.
@@ -596,7 +597,7 @@ jobs:
       fail-fast: false
       matrix:
         os: [Ubuntu, Windows, macOS]
-        python_version: ["3.11", "3.12"]
+        python_version: ["3.11", "3.12", "3.13"]
 
     steps:
       - uses: actions/checkout@v4