macos-13 is deprecated

Author: kevinjqliu

.github/workflows/verify_rc.yml

@@ -195,7 +195,7 @@ jobs:
       fail-fast: false
       matrix:
         runs-on:
-          - macos-13
+          - macos-latest
           - macos-14
     env:
       RC: ${{ needs.target.outputs.rc }}

dev/tasks/r/github.packages.yml

@@ -64,7 +64,7 @@ jobs:
       fail-fast: false
       matrix:
         platform:
-          - { runs_on: macos-13, arch: "x86_64" }
+          - { runs_on: macos-latest, arch: "arm64" }
           - { runs_on: macos-14, arch: "arm64" }
         openssl: ['3.0', '1.1']
     env:
@@ -216,7 +216,7 @@ jobs:
       matrix:
         platform:
           - { runs_on: 'windows-latest', name: "Windows"}
-          - { runs_on: macos-13, name: "macOS x86_64"}
+          - { runs_on: macos-latest, name: "macOS arm64"}
           - { runs_on: macos-14, name: "macOS arm64" }
         r_version: [oldrel, release]
     steps:
@@ -396,7 +396,7 @@ jobs:
       matrix:
         platform:
           - {runs_on: "ubuntu-latest", name: "Linux"}
-          - {runs_on: "macos-13" , name: "macOS"}
+          - {runs_on: "macos-latest" , name: "macOS"}
     steps:
       - name: Install R
         uses: r-lib/actions/setup-r@v2

dev/tasks/tasks.yml

@@ -246,12 +246,12 @@ tasks:
     ci: github
     template: python-wheels/github.osx.yml
     params:
-      arch: "x86_64"
+      arch: "arm64"
       arrow_jemalloc: "ON"
       python_version: "{{ python_version }}"
       python_abi_tag: "{{ abi_tag }}"
       macos_deployment_target: "12.0"
-      runs_on: "macos-13"
+      runs_on: "macos-latest"
       vcpkg_arch: "amd64"
     artifacts:
       - pyarrow-{no_rc_version}-{{ python_tag }}-{{ abi_tag }}-macosx_12_0_x86_64.whl
@@ -595,7 +595,7 @@ tasks:
     params:
       target: {{ target }}
       use_conda: True
-      github_runner: "macos-13"
+      github_runner: "macos-latest"
   {% endfor %}
 
   {% for target in ["cpp",
@@ -607,7 +607,7 @@ tasks:
     template: verify-rc/github.macos.yml
     params:
       target: {{ target }}
-      github_runner: "macos-13"
+      github_runner: "macos-latest"
   {% endfor %}
 
   {% for target in ["cpp",