Bump certifi from 2024.7.4 to 2026.10.19 in /__tests__/data

Bumps [certifi](https://github.com/certifi/python-certifi) from 2024.7.4 to 2026.10.19.
- [Commits](https://github.com/certifi/python-certifi/compare/2024.07.04...2026.10.19)

---
updated-dependencies:
- dependency-name: certifi
  dependency-version: 2026.10.19
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>

.github/workflows/e2e-cache.yml

@@ -32,12 +32,14 @@ jobs:
             macos-latest
           ]
         python-version:
-          ['3.11', 'pypy-3.11-v7.x', '3.12', '3.13', '3.14', '3.15']
+          ['3.10', '3.11', 'pypy-3.11-v7.x', '3.12', '3.13', '3.14']
         exclude:
           - os: windows-latest
             python-version: pypy-3.11-v7.x
           - os: windows-11-arm
             python-version: pypy-3.11-v7.x
+          - os: windows-11-arm
+            python-version: '3.10'
 
     steps:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
@@ -65,8 +67,7 @@ jobs:
             macos-15-intel,
             macos-latest
           ]
-        python-version:
-          ['3.11', 'pypy-3.11-v7.x', '3.12', '3.13', '3.14', '3.15']
+        python-version: ['3.11', 'pypy-3.11-v7.x', '3.12', '3.13', '3.14']
         exclude:
           - os: windows-latest
             python-version: pypy-3.11-v7.x
@@ -119,7 +120,7 @@ jobs:
             macos-latest
           ]
         python-version:
-          ['3.11', 'pypy-3.11-v7.x', '3.12', '3.13', '3.14', '3.15']
+          ['3.10', '3.11', 'pypy-3.11-v7.x', '3.12', '3.13', '3.14']
         exclude:
           - os: windows-latest
             python-version: pypy-3.11-v7.x
@@ -127,6 +128,8 @@ jobs:
             python-version: pypy-3.11-v7.x
           - os: windows-11-arm
             python-version: pypy-3.11-v7.x
+          - os: windows-11-arm
+            python-version: '3.10'
     steps:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
       - name: Install poetry
@@ -163,12 +166,14 @@ jobs:
             macos-latest
           ]
         python-version:
-          ['3.11', 'pypy-3.11-v7.x', '3.12', '3.13', '3.14', '3.15']
+          ['3.10', '3.11', 'pypy-3.11-v7.x', '3.12', '3.13', '3.14']
         exclude:
           - os: windows-latest
             python-version: pypy-3.11-v7.x
           - os: windows-11-arm
             python-version: pypy-3.11-v7.x
+          - os: windows-11-arm
+            python-version: '3.10'
     steps:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
       - name: Setup Python
@@ -196,8 +201,7 @@ jobs:
             macos-15-intel,
             macos-latest
           ]
-        python-version:
-          ['3.11', 'pypy-3.11-v7.x', '3.12', '3.13', '3.14', '3.15']
+        python-version: ['3.11', 'pypy-3.11-v7.x', '3.12', '3.13', '3.14']
         exclude:
           - os: windows-latest
             python-version: pypy-3.11-v7.x
@@ -250,7 +254,10 @@ jobs:
             macos-15-intel,
             macos-latest
           ]
-        python-version: ['3.11', '3.12', '3.13', '3.14', '3.15']
+        python-version: ['3.10', '3.11', '3.12', '3.13', '3.14']
+        exclude:
+          - os: windows-11-arm
+            python-version: '3.10'
     steps:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
       - name: Setup Python
@@ -258,7 +265,7 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
           cache: 'pip'
-          pip-version: '26.2.2'
+          pip-version: '25.0.1'
       - name: Install dependencies
         run: pip install numpy pandas requests
 
@@ -278,7 +285,10 @@ jobs:
             macos-15-intel,
             macos-latest
           ]
-        python-version: ['3.11', '3.12', '3.13', '3.14', '3.15']
+        python-version: ['3.10', '3.11', '3.12', '3.13', '3.14']
+        exclude:
+          - os: windows-11-arm
+            python-version: '3.10'
     steps:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
       - name: Setup Python
@@ -287,6 +297,6 @@ jobs:
           python-version: ${{ matrix.python-version }}
           cache: 'pip'
           cache-dependency-path: __tests__/data/requirements.txt
-          pip-version: '26.2.2'
+          pip-version: '25.0.1'
       - name: Install dependencies
         run: pip install numpy pandas requests

.github/workflows/e2e-tests.yml

@@ -31,29 +31,27 @@ jobs:
       - name: Checkout
         uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
 
-      - name: Run with setup-python 3.15.2
+      - name: Run with setup-python 3.10.11
+        if: matrix.operating-system != 'windows-11-arm'
         uses: ./
         with:
-          python-version: 3.15.2
-      - name: Verify 3.15.2
-        run: python __tests__/verify-python.py 3.15.2
+          python-version: 3.10.11
+      - name: Verify 3.10.11
+        if: matrix.operating-system != 'windows-11-arm'
+        run: python __tests__/verify-python.py 3.10.11
 
       - name: Run with setup-python 3.11.9
-        if: matrix.operating-system != 'ubuntu-latest'
         uses: ./
         with:
           python-version: 3.11.9
       - name: Verify 3.11.9
-        if: matrix.operating-system != 'ubuntu-latest'
         run: python __tests__/verify-python.py 3.11.9
 
       - name: Run with setup-python 3.12.10
-        if: matrix.operating-system != 'ubuntu-latest'
         uses: ./
         with:
           python-version: 3.12.10
       - name: Verify 3.12.10
-        if: matrix.operating-system != 'ubuntu-latest'
         run: python __tests__/verify-python.py 3.12.10
 
       - name: Run with setup-python 3.13.14

.github/workflows/test-python-freethreaded.yml

@@ -14,6 +14,43 @@ on:
   workflow_dispatch:
 
 jobs:
+  setup-versions-from-manifest:
+    name: Setup ${{ matrix.python }} ${{ matrix.os }}
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        os:
+          [
+            ubuntu-22.04,
+            ubuntu-latest,
+            ubuntu-24.04-arm,
+            windows-latest,
+            windows-11-arm,
+            macos-15-intel,
+            macos-latest
+          ]
+        python: [3.13.14t, 3.14.6t]
+    steps:
+      - name: Checkout
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
+
+      - name: setup-python ${{ matrix.python }}
+        id: setup-python
+        uses: ./
+        with:
+          python-version: ${{ matrix.python }}
+
+      - name: Check python-path
+        run: ./__tests__/check-python-path.sh '${{ steps.setup-python.outputs.python-path }}'
+        shell: bash
+
+      - name: Verify Python version
+        run: ${{ steps.setup-python.outputs.python-path }} -VVV
+
+      - name: Run simple code
+        run: python -c 'import math; print(math.factorial(5))'
+
   setup-versions-from-file:
     name: Setup ${{ matrix.python }} ${{ matrix.os }} version file
     runs-on: ${{ matrix.os }}

.github/workflows/test-python.yml

@@ -14,6 +14,53 @@ on:
   workflow_dispatch:
 
 jobs:
+  setup-versions-from-manifest:
+    name: Setup ${{ matrix.python }} ${{ matrix.os }}
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        os:
+          [
+            ubuntu-22.04,
+            ubuntu-latest,
+            ubuntu-24.04-arm,
+            windows-latest,
+            windows-11-arm,
+            macos-15-intel,
+            macos-latest
+          ]
+        python: [3.10.11, 3.11.9, 3.12.10, 3.13.14, 3.14.6]
+        exclude:
+          - os: windows-11-arm
+            python: 3.10.11
+    steps:
+      - name: Checkout
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
+
+      - name: setup-python ${{ matrix.python }}
+        id: setup-python
+        uses: ./
+        with:
+          python-version: ${{ matrix.python }}
+
+      - name: Check python-path
+        run: ./__tests__/check-python-path.sh '${{ steps.setup-python.outputs.python-path }}'
+        shell: bash
+
+      - name: Validate version
+        run: |
+          $pythonVersion = (python --version)
+          if ("Python ${{ matrix.python }}" -ne "$pythonVersion"){
+            Write-Host "The current version is $pythonVersion; expected version is ${{ matrix.python }}"
+            exit 1
+          }
+          $pythonVersion
+        shell: pwsh
+
+      - name: Run simple code
+        run: python -c 'import math; print(math.factorial(5))'
+
   setup-versions-via-mirror-input:
     name: 'Setup via explicit mirror input: ${{ matrix.os }}'
     runs-on: ${{ matrix.os }}
@@ -56,24 +103,10 @@ jobs:
             macos-15-intel,
             macos-latest
           ]
-        python: [3.11.17, 3.12.16, 3.13.14, 3.14.6, 3.15.2]
+        python: [3.10.11, 3.11.9, 3.12.10, 3.13.14, 3.14.6]
         exclude:
           - os: windows-11-arm
-            python: '3.11.17'
-          - os: windows-11-arm
-            python: '3.12.16'
-          - os: windows-latest
-            python: '3.11.17'
-          - os: windows-latest
-            python: '3.12.16'
-          - os: macos-15-intel
-            python: '3.11.17'
-          - os: macos-15-intel
-            python: '3.12.16'
-          - os: macos-latest
-            python: '3.11.17'
-          - os: macos-latest
-            python: '3.12.16'
+            python: 3.10.11
     steps:
       - name: Checkout
         uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
@@ -113,13 +146,17 @@ jobs:
         os:
           [
             ubuntu-22.04,
+            ubuntu-latest,
             ubuntu-24.04-arm,
             windows-latest,
             windows-11-arm,
             macos-15-intel,
             macos-latest
           ]
-        python: [3.11.9, 3.12.10, 3.13.14, 3.14.6, 3.15.2]
+        python: [3.10.11, 3.11.9, 3.12.10, 3.13.14, 3.14.6]
+        exclude:
+          - os: windows-11-arm
+            python: 3.10.11
     steps:
       - name: Checkout
         uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
@@ -157,13 +194,17 @@ jobs:
         os:
           [
             ubuntu-22.04,
+            ubuntu-latest,
             ubuntu-24.04-arm,
             windows-latest,
             windows-11-arm,
             macos-15-intel,
             macos-latest
           ]
-        python: [3.11.9, '==3.12.10', 3.13.14, 3.14.6, 3.15.2]
+        python: [3.10.11, 3.11.9, '==3.12.10', 3.13.14, 3.14.6]
+        exclude:
+          - os: windows-11-arm
+            python: 3.10.11
     steps:
       - name: Checkout
         uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
@@ -213,12 +254,10 @@ jobs:
             macos-15-intel,
             macos-latest
           ]
-        python: [3.11.9, 3.12.10, 3.13.14, 3.14.6, 3.15.2]
+        python: [3.10.11, 3.11.9, 3.12.10, 3.13.14, 3.14.6]
         exclude:
-          - os: ubuntu-latest
-            python: '3.11.9'
-          - os: ubuntu-latest
-            python: '3.12.10'
+          - os: windows-11-arm
+            python: 3.10.11
     steps:
       - name: Checkout
         uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
@@ -268,7 +307,7 @@ jobs:
             macos-15-intel,
             macos-latest
           ]
-        python: [pypy3.11-7.3.18, graalpy-24.1.2, 3.13.14, 3.15.2]
+        python: [pypy3.11-7.3.18, graalpy-24.1.2, 3.13.14, 3.15-dev]
         exclude:
           - os: windows-latest
             python: graalpy-24.1.2
@@ -306,10 +345,10 @@ jobs:
             macos-15-intel,
             macos-latest
           ]
-        python: [3.11.9, 3.13.14, 3.14.6, 3.15.2]
+        python: [3.10.11, 3.11.9, 3.13.14, 3.14.6]
         exclude:
-          - os: ubuntu-latest
-            python: '3.11.9'
+          - os: windows-11-arm
+            python: 3.10.11
     steps:
       - name: Checkout
         uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
@@ -359,10 +398,10 @@ jobs:
             macos-15-intel,
             macos-latest
           ]
-        python: [3.11.9, 3.13.14, 3.14.6, 3.15.2]
+        python: [3.10.11, 3.11.9, 3.13.14, 3.14.6]
         exclude:
-          - os: ubuntu-latest
-            python: '3.11.9'
+          - os: windows-11-arm
+            python: 3.10.11
     steps:
       - name: Checkout
         uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
@@ -397,7 +436,7 @@ jobs:
         run: python -c 'import math; print(math.factorial(5))'
 
   setup-pre-release-version-from-manifest:
-    name: Setup 3.16.0-alpha.1 ${{ matrix.os }}
+    name: Setup 3.15.0-beta.3 ${{ matrix.os }}
     runs-on: ${{ matrix.os }}
     strategy:
       fail-fast: false
@@ -416,11 +455,11 @@ jobs:
       - name: Checkout
         uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
 
-      - name: setup-python 3.16.0-alpha.1
+      - name: setup-python 3.15.0-beta.3
         id: setup-python
         uses: ./
         with:
-          python-version: '3.16.0-alpha.1'
+          python-version: '3.15.0-beta.3'
 
       - name: Check python-path
         run: ./__tests__/check-python-path.sh '${{ steps.setup-python.outputs.python-path }}'
@@ -429,7 +468,7 @@ jobs:
       - name: Validate version
         run: |
           $pythonVersion = (python --version)
-          if ("Python 3.16.0a1" -ne "$pythonVersion"){
+          if ("Python 3.15.0b3" -ne "$pythonVersion"){
             Write-Host "The current version is $pythonVersion; expected version is 3.15.0b3"
             exit 1
           }
@@ -477,7 +516,7 @@ jobs:
         run: python -c 'import math; print(math.factorial(5))'
 
   setup-prerelease-version:
-    name: Setup 3.16 ${{ matrix.os }}
+    name: Setup 3.15 ${{ matrix.os }}
     runs-on: ${{ matrix.os }}
     strategy:
       fail-fast: false
@@ -496,11 +535,11 @@ jobs:
       - name: Checkout
         uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
 
-      - name: setup-python 3.16
+      - name: setup-python 3.15
         id: setup-python
         uses: ./
         with:
-          python-version: '3.16'
+          python-version: '3.15'
           allow-prereleases: true
 
       - name: Check python-path
@@ -508,7 +547,7 @@ jobs:
         shell: bash
 
       - name: Validate version
-        run: ${{ startsWith(steps.setup-python.outputs.python-version, '3.16.') }}
+        run: ${{ startsWith(steps.setup-python.outputs.python-version, '3.15.') }}
         shell: bash
 
       - name: Run simple code
@@ -530,7 +569,10 @@ jobs:
             macos-15-intel,
             macos-latest
           ]
-        python: ['3.11', '3.12', '3.13', '3.14', '3.15']
+        python: ['3.10', '3.11', '3.12', '3.13', '3.14']
+        exclude:
+          - os: windows-11-arm
+            python: '3.10'
     steps:
       - name: Checkout
         uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
@@ -563,7 +605,10 @@ jobs:
             macos-15-intel,
             macos-latest
           ]
-        python-version: ['3.11', '3.12', '3.13', '3.14', '3.15']
+        python-version: ['3.10', '3.11', '3.12', '3.13', '3.14']
+        exclude:
+          - os: windows-11-arm
+            python-version: '3.10'
     steps:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
       - name: Setup Python and check latest
@@ -606,13 +651,12 @@ jobs:
             3.12
             3.13
             3.14
-            3.15
           check-latest: true
       - name: Validate version
         run: |
           $pythonVersion = (python --version)
-          if ("$pythonVersion" -NotMatch "3.15"){
-            Write-Host "The current version is $pythonVersion; expected version is 3.15"
+          if ("$pythonVersion" -NotMatch "3.14"){
+            Write-Host "The current version is $pythonVersion; expected version is 3.14"
             exit 1
           }
           $pythonVersion

__tests__/data/requirements-linux.txt

@@ -1,4 +1,4 @@
-certifi==2024.7.4
+certifi==2026.10.19
 chardet==3.0.4
 docutils==0.16
 idna==3.15

__tests__/data/requirements.txt

@@ -1,6 +1,6 @@
 altgraph==0.17.2
 
-certifi==2024.7.4
+certifi==2026.10.19
 
 chardet==3.0.4
 

docs/advanced-usage.md

@@ -161,8 +161,8 @@ jobs:
     strategy:
       matrix:
         python-version:
-        - 'pypy3.11' # the latest available version of PyPy that supports Python 3.10
-        - 'pypy3.11-v7.3.23' # Python 3.10 and PyPy 7.3.17
+        - '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@v7
     - uses: actions/setup-python@v7
@@ -260,11 +260,12 @@ jobs:
       fail-fast: false
       matrix:
         os: [ubuntu-latest, macos-latest, windows-latest]
-        python-version: ['3.11','3.14', 'pypy3.9']
+        python-version: ['3.9', '3.10', '3.11', 'pypy3.9']
         exclude:
-          - os: ubuntu-latest
-            python-version: '3.11'
-
+          - os: macos-latest
+            python-version: '3.9'
+          - os: windows-latest
+            python-version: '3.9'
     steps:
       - uses: actions/checkout@v7
       - name: Set up Python