Added Integration tests against arrow (#10)

* fix indent

* Made CI run on any change. (#5)

* Removed bot comment about title and JIRA. (#4)

* Allow creating issues. (#6)

* Trying running integration tests.

Co-authored-by: Andy Grove <andygrove73@gmail.com>
Co-authored-by: Andy Grove <andygrove@users.noreply.github.com>
diff --git a/.github/workflows/integration.yml b/.github/workflows/integration.yml
new file mode 100644
index 0000000..7e7022d
--- /dev/null
+++ b/.github/workflows/integration.yml
@@ -0,0 +1,52 @@
+# 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: Integration
+
+on:
+  push:
+  pull_request:
+    types: [ready_for_review]
+
+jobs:
+
+  docker:
+    name: Integration Test
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout Arrow
+        uses: actions/checkout@v2
+        with:
+          repository: apache/arrow
+          submodules: true
+          fetch-depth: 0
+      # this is temporary: once rust is removed from `apache/arrow`, we are good to go.
+      - name: Remove Rust from arrow
+        run: rm -rf rust/
+      - name: Checkout Arrow Rust
+        uses: actions/checkout@v2
+        with:
+          path: rust
+          fetch-depth: 0
+      - name: Setup Python
+        uses: actions/setup-python@v1
+        with:
+          python-version: 3.8
+      - name: Setup Archery
+        run: pip install -e dev/archery[docker]
+      - name: Execute Docker Build
+        run: archery docker run conda-integration