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diff --git a/src/arrow/dev/tasks/python-wheels/github.windows.yml b/src/arrow/dev/tasks/python-wheels/github.windows.yml
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+# 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.
+
+{% import 'macros.jinja' as macros with context %}
+
+{{ macros.github_header() }}
+
+jobs:
+  build:
+    name: "Build wheel for Windows"
+    runs-on: windows-2019
+    env:
+      # archery uses this environment variable
+      PYTHON: "{{ python_version }}"
+      # this is a private repository at the moment (mostly because of licensing
+      # consideration of windows images with visual studio), but anyone can
+      # recreate the image by manually building it via:
+      # `archery build python-wheel-windows-vs2017`
+      # note that we don't run docker build since there wouldn't be a cache hit
+      # and rebuilding the dependencies takes a fair amount of time
+      REPO: ghcr.io/ursacomputing/arrow
+      # prefer the docker cli over docker-compose
+      ARCHERY_USE_DOCKER_CLI: 1
+
+    steps:
+      {{ macros.github_checkout_arrow()|indent }}
+      {{ macros.github_login_ghcr()|indent }}
+      {{ macros.github_install_archery()|indent }}
+
+      - name: Build wheel
+        shell: cmd
+        run: archery docker run --no-build -e SETUPTOOLS_SCM_PRETEND_VERSION={{ arrow.no_rc_version }} python-wheel-windows-vs2017
+
+      # Two layers of the official python 3.6 windows image are not available for download.
+      # Docker pull returns with unexpected status resolving reader: 403 Forbidden.
+      # See https://issues.apache.org/jira/browse/ARROW-14424
+      {% if python_version != "3.6" %}
+      - name: Test wheel
+        shell: cmd
+        run: archery docker run python-wheel-windows-test
+      {% endif %}
+
+      {{ macros.github_upload_releases("arrow/python/dist/*.whl")|indent }}
+      {{ macros.github_upload_gemfury("arrow/python/dist/*.whl")|indent }}