diff --git a/.github/workflows/paimon-python-checks.yml b/.github/workflows/paimon-python-checks.yml
index efa187367bbd..4f0bb2a8fd2e 100755
--- a/.github/workflows/paimon-python-checks.yml
+++ b/.github/workflows/paimon-python-checks.yml
@@ -34,7 +34,7 @@ env:
   JDK_VERSION: 8
   MAVEN_OPTS: -Dmaven.wagon.httpconnectionManager.ttlSeconds=30 -Dmaven.wagon.http.retryHandler.requestSentEnabled=true
   LUMINA_DATA_VERSION: 0.1.0
-  PYPAIMON_RUST_REV: 7c568274a4c5df6bd00e8d60edea21395412202b
+  PYPAIMON_RUST_VERSION: 0.3.0
 
 
 concurrency:
@@ -84,12 +84,6 @@ jobs:
           java -version
           mvn -version
 
-      - name: Install Rust toolchain
-        if: matrix.python-version == '3.11'
-        run: |
-          curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y --default-toolchain stable --profile minimal
-          echo "$HOME/.cargo/bin" >> $GITHUB_PATH
-
       - name: Verify Python version
         run: python --version
 
@@ -133,9 +127,10 @@ jobs:
             pip install torch --index-url https://download.pytorch.org/whl/cpu
             python -m pip install pyroaring readerwriterlock==1.0.9 fsspec==2024.3.1 cachetools==5.3.3 ossfs==2023.12.0 ray==2.54.0 fastavro==1.11.1 'isal>=1.8,<2' pyarrow==16.0.0 zstandard==0.24.0 polars==1.32.0 duckdb==1.3.2 numpy==1.24.3 pandas==2.0.3 pylance==0.39.0 cramjam flake8==4.0.1 pytest~=7.0 py4j==0.10.9.9 requests parameterized==0.9.0 'daft>=0.7.6' 'datafusion>=52'
             if [[ "${{ matrix.python-version }}" == "3.11" ]]; then
-              # Exercise the split-planning API in one lane until the compatible 0.3 wheel is published.
-              python -m pip install "git+https://github.com/apache/paimon-rust.git@${PYPAIMON_RUST_REV}#subdirectory=bindings/python"
-              python -c "from pypaimon_rust.datafusion import PaimonCatalog; assert hasattr(PaimonCatalog, 'get_table')"
+              # Install the 0.3.0 GA wheel from PyPI.
+              python -m pip install "pypaimon-rust==${PYPAIMON_RUST_VERSION}"
+              python -c "import importlib.metadata as m; assert m.version('pypaimon-rust') == '${PYPAIMON_RUST_VERSION}'"
+              python -c "from pypaimon_rust.datafusion import PaimonCatalog, Split; assert hasattr(PaimonCatalog, 'get_table') and hasattr(Split, 'serialize')"
             else
               python -m pip install pypaimon-rust==0.2.0
             fi