build(cuda): Upgrade to CUDA 12.9 (#16131)

Summary:
This PR upgrades Velox's adaptors images to CUDA 12.9. This is now a [build-time requirement for cuDF](rapidsai/cudf#21186).

cuDF is still compatible with CUDA 12.2+ at runtime, only the build-time requirement has increased.

Pull Request resolved: #16131

Reviewed By: kagamiori

Differential Revision: D91524166

Pulled By: Yuhta

fbshipit-source-id: 2ecf109c843d9bd559f2626d5b371a9cd657bc29

Author: bdice

.github/workflows/breeze.yml

@@ -88,7 +88,7 @@ jobs:
     if: ${{ github.repository == 'facebookincubator/velox' }}
     name: Ubuntu GPU debug
     env:
-      CUDA_VERSION: '12.8'
+      CUDA_VERSION: '12.9'
     defaults:
       run:
         shell: bash

.github/workflows/linux-build-base.yml

@@ -89,7 +89,7 @@ jobs:
       CCACHE_DIR: ${{ github.workspace }}/ccache
       VELOX_DEPENDENCY_SOURCE: SYSTEM
       cudf_SOURCE: BUNDLED
-      CUDA_VERSION: '12.8'
+      CUDA_VERSION: '12.9'
       faiss_SOURCE: BUNDLED
       USE_CLANG: "${{ inputs.use-clang && 'true' || 'false' }}"
     steps:

scripts/setup-centos-adapters.sh

@@ -23,14 +23,14 @@
 # * INSTALL_PREREQUISITES="N": Skip installation of packages for build.
 # * PROMPT_ALWAYS_RESPOND="n": Automatically respond to interactive prompts.
 #     Use "n" to never wipe directories.
-# * VELOX_CUDA_VERSION="12.8": Which version of CUDA to install, will pick up
+# * VELOX_CUDA_VERSION="12.9": Which version of CUDA to install, will pick up
 #   CUDA_VERSION from the env
 # * VELOX_UCX_VERSION="1.19.0": Which version of ucx to install, will pick up
 #   UCX_VERSION from the env
 
 set -efx -o pipefail
 
-VELOX_CUDA_VERSION=${CUDA_VERSION:-"12.8"}
+VELOX_CUDA_VERSION=${CUDA_VERSION:-"12.9"}
 VELOX_UCX_VERSION=${UCX_VERSION:-"1.19.0"}
 SCRIPT_DIR=$(dirname "${BASH_SOURCE[0]}")
 source "$SCRIPT_DIR"/setup-centos9.sh