diff --git a/.github/workflows/python_build.yml b/.github/workflows/python_build.yml
index 8c8f2c1ebd..c13369fb8c 100644
--- a/.github/workflows/python_build.yml
+++ b/.github/workflows/python_build.yml
@@ -43,7 +43,7 @@ jobs:
       CARGO_INCREMENTAL: 0
 
     # use the same environment we have for python release
-    container: quay.io/pypa/manylinux2014_x86_64:2022-09-24-4f086d0
+    # container: quay.io/pypa/manylinux2014_x86_64:2022-09-24-4f086d0
     steps:
       # actions/checkout@v3 is a node action, which runs on a fairly new
       # version of node. however, manylinux environment's glibc is too old for
@@ -51,6 +51,11 @@ jobs:
       # docker based action.
       - uses: actions/checkout@v1
 
+      - name: Setup Python
+        uses: actions/setup-python@v2
+        with:
+          python-version: 3.8
+
       - name: Install latest nightly
         uses: actions-rs/toolchain@v1
         with:
@@ -60,14 +65,8 @@ jobs:
 
       - uses: Swatinem/rust-cache@v2
 
-      - name: Enable manylinux Python targets
-        run: |
-          echo "/opt/python/cp38-cp38/bin" >> $GITHUB_PATH
-
       - name: Build and install deltalake
         run: |
-          # Needed for openssl build
-          yum install -y perl-IPC-Cmd
           pip install virtualenv
           virtualenv venv
           source venv/bin/activate