Add a warning when connecting to incompatible Elasticsearch versions

README.md

@@ -51,6 +51,7 @@ $ conda install -c conda-forge eland
 
 - Supports Python 3.7+ and Pandas 1.3
 - Supports Elasticsearch clusters that are 7.11+, recommended 7.14 or later for all features to work.
+  Make sure your Eland major version matches the major version of your Elasticsearch cluster.
 
 ### Prerequisites
 

docs/guide/overview.asciidoc

@@ -10,10 +10,14 @@ Source code is available on https://github.com/elastic/eland[GitHub].
 
 - Supports Python 3.7+ and Pandas 1.3
 - Supports {es} clusters that are 7.11+, recommended 7.14 or later for all features to work.
+  Make sure your Eland major version matches the major version of your Elasticsearch cluster.
 
 The recommended way to set your requirements in your `setup.py` or
 `requirements.txt` is::
 
+    # Elasticsearch 8.x
+    eland>=8,<9
+
     # Elasticsearch 7.x
     eland>=7,<8
 

eland/common.py

@@ -32,7 +32,8 @@ from typing import (
 
 import pandas as pd  # type: ignore
 from elasticsearch import Elasticsearch
-from elasticsearch import __version__ as ES_CLIENT_VERSION
+
+from ._version import __version__ as _eland_version
 
 if TYPE_CHECKING:
     from numpy.typing import DTypeLike
@@ -49,9 +50,7 @@ PANDAS_VERSION: Tuple[int, ...] = tuple(
     int(part) for part in pd.__version__.split(".") if part.isdigit()
 )[:2]
 
-# Starting in 7.15 the client raises DeprecationWarnings
-# for some APIs using the 'body' parameter.
-ES_CLIENT_HAS_V8_0_DEPRECATIONS = ES_CLIENT_VERSION >= (7, 15)
+_ELAND_MAJOR_VERSION = int(_eland_version.split(".")[0])
 
 
 with warnings.catch_warnings():
@@ -333,6 +332,18 @@ def es_version(es_client: Elasticsearch) -> Tuple[int, int, int]:
             Tuple[int, int, int], tuple(int(x) for x in match.groups())
         )
         es_client._eland_es_version = eland_es_version  # type: ignore
+
+        # Raise a warning if the major version of the library doesn't match the
+        # the Elasticsearch server major version.
+        if eland_es_version[0] != _ELAND_MAJOR_VERSION:
+            warnings.warn(
+                f"Eland major version ({_eland_version}) doesn't match the major "
+                f"version of the Elasticsearch server ({version_info}) which can lead "
+                f"to compatibility issues. Your Eland major version should be the same "
+                "as your cluster major version.",
+                stacklevel=2,
+            )
+
     else:
         eland_es_version = es_client._eland_es_version  # type: ignore
     return eland_es_version

tests/test_common_pytest.py

@@ -0,0 +1,40 @@
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. 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 unittest.mock as mock
+import warnings
+
+import pytest
+
+import eland
+from eland.common import es_version
+
+
+@pytest.mark.parametrize(
+    ["version_number", "version_tuple"],
+    [("7.10.0-alpha1", (7, 10, 0)), ("99.99.99", (99, 99, 99))],
+)
+def test_major_version_mismatch(version_number, version_tuple):
+    client = mock.Mock(spec=["info"])
+    client.info.return_value = {"version": {"number": version_number}}
+    with warnings.catch_warnings(record=True) as w:
+        assert es_version(client) == version_tuple
+    assert len(w) == 1
+    assert str(w[0].message) == (
+        f"Eland major version ({eland.__version__}) doesn't match the major version of the Elasticsearch server ({version_number}) "
+        "which can lead to compatibility issues. Your Eland major version should be the same as your cluster major version."
+    )