ci: improve the benchmarking report to include more details (#19994)

* chore: rewrite cloud benchmark runner in rust

* chore: collect benchmark history asynchronously

* ci: avoid mold linker for benchmark cloud runner

* chore: compress benchmark report data

* chore: refine benchmark profile details

Author: forsaken628

.github/actions/benchmark_cloud/action.yml

@@ -89,9 +89,11 @@ runs:
         CLOUD_PASSWORD: ${{ inputs.cloud_password }}
         CLOUD_GATEWAY: ${{ inputs.cloud_gateway }}
         CLOUD_WAREHOUSE: benchmark-${{ inputs.run_id }}
+        RUSTFLAGS: ""
+        CARGO_TARGET_X86_64_UNKNOWN_LINUX_GNU_LINKER: cc
       shell: bash
       run: |
-        python3 benchmark_cloud.py
+        cargo run --quiet --bin benchmark-cloud
 
     - name: Upload artifact
       uses: actions/upload-artifact@v7