josh-fell commented on code in PR #36805:
URL: https://github.com/apache/airflow/pull/36805#discussion_r1470517045


##########
pyproject.toml:
##########
@@ -533,6 +533,7 @@ alibaba = [
   "oss2>=2.14.0",
 ]
 amazon = [
+  "PyAthena>=3.0.10",

Review Comment:
   Is this a related change?



##########
airflow/providers/qdrant/hooks/qdrant.py:
##########
@@ -0,0 +1,128 @@
+# 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.
+
+from __future__ import annotations
+
+from functools import cached_property
+from typing import Any
+
+from grpc import RpcError
+from qdrant_client import QdrantClient
+from qdrant_client.http.exceptions import UnexpectedResponse
+
+from airflow.hooks.base import BaseHook
+
+
+class QdrantHook(BaseHook):
+    """
+    Hook for interfacing with a Qdrant instance.
+
+    :param conn_id: The connection id to use when connecting to Qdrant. 
Defaults to `qdrant_default`.
+    """
+
+    conn_name_attr = "conn_id"
+    conn_type = "qdrant"
+    default_conn_name = "qdrant_default"
+    hook_name = "Qdrant"
+
+    @classmethod
+    def get_connection_form_widgets(cls) -> dict[str, Any]:
+        """Returns connection widgets to add to connection form."""
+        from flask_appbuilder.fieldwidgets import BS3TextFieldWidget
+        from flask_babel import lazy_gettext
+        from wtforms import BooleanField, IntegerField, StringField
+
+        return {

Review Comment:
   Great use of `description`s in the form!



##########
docs/apache-airflow-providers-qdrant/index.rst:
##########
@@ -0,0 +1,98 @@
+
+ .. 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.
+
+``apache-airflow-providers-qdrant``
+======================================
+
+
+.. toctree::
+    :hidden:
+    :maxdepth: 1
+    :caption: Basics
+
+    Home <self>
+    Changelog <changelog>
+    Security <security>
+
+.. toctree::
+    :hidden:
+    :maxdepth: 1
+    :caption: Guides
+
+    Connection types <connections>
+    Operators <operators/qdrant>
+
+
+.. toctree::
+    :hidden:
+    :maxdepth: 1
+    :caption: Commits
+
+    Detailed list of commits <commits>
+
+
+.. toctree::
+    :hidden:
+    :maxdepth: 1
+    :caption: Resources
+
+    Python API <_api/airflow/providers/qdrant/index>
+    PyPI Repository <https://pypi.org/project/apache-airflow-providers-qdrant/>
+    Installing from sources <installing-providers-from-sources>
+
+.. toctree::
+    :hidden:
+    :maxdepth: 1
+    :caption: System tests
+
+    System Tests <_api/tests/system/providers/qdrant/index>
+
+Package apache-airflow-providers-qdrant
+-----------------------------------------
+
+`Qdrant <https://qdrant.tech/>`__
+
+
+Release: 1.0.0
+
+Provider package
+----------------
+
+This is a provider package for ``Qdrant`` APIs. All classes for this provider 
package
+are in ``airflow.providers.qdrant`` python module.
+
+Installation
+------------
+
+You can install this package on top of an existing Airflow 2 installation (see 
``Requirements`` below)
+for the minimum Airflow version supported) via
+``pip install apache-airflow-providers-qdrant``
+
+
+Requirements
+------------
+
+The minimum Apache Airflow version supported by this provider package is 
``2.5.0``.
+
+
+===================  ==================
+PIP package          Version required
+===================  ==================
+``apache-airflow``    ``>=2.5.0``

Review Comment:
   ```suggestion
   ``apache-airflow``    ``>=2.6.0``
   ```



##########
tests/system/providers/qdrant/example_dag_qdrant.py:
##########
@@ -0,0 +1,49 @@
+# 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.
+from __future__ import annotations
+
+from datetime import datetime
+
+from airflow import DAG
+from airflow.providers.qdrant.operators.qdrant import QdrantIngestOperator
+
+with DAG(
+    "example_qdrant_ingest",
+    schedule=None,
+    start_date=datetime(2024, 1, 1),
+    catchup=True,

Review Comment:
   ```suggestion
       catchup=False,
   ```
   Typically we make sure the examples have `catchup=False` just in case users 
(especially those new to Airflow) change the `schedule` or `start_date`. This 
way they aren't surprised by spawning DAG runs. Unless this is a deliberate 
decision (albeit the default)?



##########
tests/providers/qdrant/operators/test_qdrant.py:
##########
@@ -0,0 +1,70 @@
+# 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.
+from __future__ import annotations
+
+from datetime import datetime
+from unittest.mock import patch
+
+import pytest
+
+from airflow.models import DAG
+from airflow.providers.qdrant.operators.qdrant import QdrantIngestOperator
+
+
+@pytest.fixture
+def dummy_dag():

Review Comment:
   You could use the available [`dag_maker` 
fixture](https://github.com/apache/airflow/blob/8914e49551d8ae5ece7418950b011c1f338b4634/tests/conftest.py#L611)
 here if you'd like.



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