diff --git a/.github/workflows/build_branch42_python_pypy3.10.yml b/.github/workflows/build_branch42_python_pypy3.10.yml
deleted file mode 100644
index dec7d89bb1c20..0000000000000
--- a/.github/workflows/build_branch42_python_pypy3.10.yml
+++ /dev/null
@@ -1,47 +0,0 @@
-#
-# Licensed to the Apache Software Foundation (ASF) under one
-# or more contributor license agreements.  See the NOTICE file
-# distributed with this work for additional information
-# regarding copyright ownership.  The ASF licenses this file
-# to you under the Apache License, Version 2.0 (the
-# "License"); you may not use this file except in compliance
-# with the License.  You may obtain a copy of the License at
-#
-#   http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing,
-# software distributed under the License is distributed on an
-# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-# KIND, either express or implied.  See the License for the
-# specific language governing permissions and limitations
-# under the License.
-#
-
-name: "Build / Python-only (branch-4.2, PyPy 3.10)"
-
-on:
-  schedule:
-    - cron: '0 19 */2 * *'
-  workflow_dispatch:
-
-jobs:
-  run-build:
-    permissions:
-      packages: write
-    name: Run
-    uses: ./.github/workflows/build_and_test.yml
-    if: github.repository == 'apache/spark'
-    with:
-      java: 17
-      branch: branch-4.2
-      hadoop: hadoop3
-      envs: >-
-        {
-          "PYSPARK_IMAGE_TO_TEST": "pypy-310",
-          "PYTHON_TO_TEST": "pypy3"
-        }
-      jobs: >-
-        {
-          "pyspark": "true",
-          "pyspark-pandas": "true"
-        }
diff --git a/.github/workflows/build_branch4x_python_pypy3.10.yml b/.github/workflows/build_branch4x_python_pypy3.10.yml
deleted file mode 100644
index 3107b760fc98c..0000000000000
--- a/.github/workflows/build_branch4x_python_pypy3.10.yml
+++ /dev/null
@@ -1,47 +0,0 @@
-#
-# Licensed to the Apache Software Foundation (ASF) under one
-# or more contributor license agreements.  See the NOTICE file
-# distributed with this work for additional information
-# regarding copyright ownership.  The ASF licenses this file
-# to you under the Apache License, Version 2.0 (the
-# "License"); you may not use this file except in compliance
-# with the License.  You may obtain a copy of the License at
-#
-#   http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing,
-# software distributed under the License is distributed on an
-# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-# KIND, either express or implied.  See the License for the
-# specific language governing permissions and limitations
-# under the License.
-#
-
-name: "Build / Python-only (branch-4.x, PyPy 3.10)"
-
-on:
-  schedule:
-    - cron: '0 20 */2 * *'
-  workflow_dispatch:
-
-jobs:
-  run-build:
-    permissions:
-      packages: write
-    name: Run
-    uses: ./.github/workflows/build_and_test.yml
-    if: github.repository == 'apache/spark'
-    with:
-      java: 17
-      branch: branch-4.x
-      hadoop: hadoop3
-      envs: >-
-        {
-          "PYSPARK_IMAGE_TO_TEST": "pypy-310",
-          "PYTHON_TO_TEST": "pypy3"
-        }
-      jobs: >-
-        {
-          "pyspark": "true",
-          "pyspark-pandas": "true"
-        }
diff --git a/README.md b/README.md
index ef09e33936d0d..8395b60c2a961 100644
--- a/README.md
+++ b/README.md
@@ -62,7 +62,6 @@ This README file only contains basic setup instructions.
 |            | [![GitHub Actions Build](https://github.com/apache/spark/actions/workflows/build_branch4x_maven.yml/badge.svg)](https://github.com/apache/spark/actions/workflows/build_branch4x_maven.yml)                     |
 |            | [![GitHub Actions Build](https://github.com/apache/spark/actions/workflows/build_branch4x_maven_java21.yml/badge.svg)](https://github.com/apache/spark/actions/workflows/build_branch4x_maven_java21.yml)       |
 |            | [![GitHub Actions Build](https://github.com/apache/spark/actions/workflows/build_branch4x_python.yml/badge.svg)](https://github.com/apache/spark/actions/workflows/build_branch4x_python.yml)                   |
-|            | [![GitHub Actions Build](https://github.com/apache/spark/actions/workflows/build_branch4x_python_pypy3.10.yml/badge.svg)](https://github.com/apache/spark/actions/workflows/build_branch4x_python_pypy3.10.yml) |
 |            | [![GitHub Actions Build](https://github.com/apache/spark/actions/workflows/build_branch4x_python_3.14.yml/badge.svg)](https://github.com/apache/spark/actions/workflows/build_branch4x_python_3.14.yml)           |
 | branch-4.2 | [![GitHub Actions Build](https://github.com/apache/spark/actions/workflows/build_branch42.yml/badge.svg)](https://github.com/apache/spark/actions/workflows/build_branch42.yml)                                 |
 |            | [![GitHub Actions Build](https://github.com/apache/spark/actions/workflows/build_branch42_java21.yml/badge.svg)](https://github.com/apache/spark/actions/workflows/build_branch42_java21.yml)                   |
@@ -71,7 +70,6 @@ This README file only contains basic setup instructions.
 |            | [![GitHub Actions Build](https://github.com/apache/spark/actions/workflows/build_branch42_maven.yml/badge.svg)](https://github.com/apache/spark/actions/workflows/build_branch42_maven.yml)                     |
 |            | [![GitHub Actions Build](https://github.com/apache/spark/actions/workflows/build_branch42_maven_java21.yml/badge.svg)](https://github.com/apache/spark/actions/workflows/build_branch42_maven_java21.yml)       |
 |            | [![GitHub Actions Build](https://github.com/apache/spark/actions/workflows/build_branch42_python.yml/badge.svg)](https://github.com/apache/spark/actions/workflows/build_branch42_python.yml)                   |
-|            | [![GitHub Actions Build](https://github.com/apache/spark/actions/workflows/build_branch42_python_pypy3.10.yml/badge.svg)](https://github.com/apache/spark/actions/workflows/build_branch42_python_pypy3.10.yml) |
 |            | [![GitHub Actions Build](https://github.com/apache/spark/actions/workflows/build_branch42_python_3.14.yml/badge.svg)](https://github.com/apache/spark/actions/workflows/build_branch42_python_3.14.yml)           |
 | branch-4.1 | [![GitHub Actions Build](https://github.com/apache/spark/actions/workflows/build_branch41.yml/badge.svg)](https://github.com/apache/spark/actions/workflows/build_branch41.yml)                                 |
 |            | [![GitHub Actions Build](https://github.com/apache/spark/actions/workflows/build_branch41_java21.yml/badge.svg)](https://github.com/apache/spark/actions/workflows/build_branch41_java21.yml)                   |