Upgrade Elasticsearch to 8

airflow/config_templates/config.yml

@@ -2299,98 +2299,6 @@ kerberos:
       type: boolean
       example: ~
       default: "True"
-elasticsearch:
-  description: ~
-  options:
-    host:
-      description: |
-        Elasticsearch host
-      version_added: 1.10.4
-      type: string
-      example: ~
-      default: ""
-    log_id_template:
-      description: |
-        Format of the log_id, which is used to query for a given tasks logs
-      version_added: 1.10.4
-      type: string
-      example: ~
-      is_template: true
-      default: "{dag_id}-{task_id}-{run_id}-{map_index}-{try_number}"
-    end_of_log_mark:
-      description: |
-        Used to mark the end of a log stream for a task
-      version_added: 1.10.4
-      type: string
-      example: ~
-      default: "end_of_log"
-    frontend:
-      description: |
-        Qualified URL for an elasticsearch frontend (like Kibana) with a template argument for log_id
-        Code will construct log_id using the log_id template from the argument above.
-        NOTE: scheme will default to https if one is not provided
-      version_added: 1.10.4
-      type: string
-      example: "http://localhost:5601/app/kibana#/discover\
-        ?_a=(columns:!(message),query:(language:kuery,query:'log_id: \"{log_id}\"'),sort:!(log.offset,asc))"
-      default: ""
-    write_stdout:
-      description: |
-        Write the task logs to the stdout of the worker, rather than the default files
-      version_added: 1.10.4
-      type: string
-      example: ~
-      default: "False"
-    json_format:
-      description: |
-        Instead of the default log formatter, write the log lines as JSON
-      version_added: 1.10.4
-      type: string
-      example: ~
-      default: "False"
-    json_fields:
-      description: |
-        Log fields to also attach to the json output, if enabled
-      version_added: 1.10.4
-      type: string
-      example: ~
-      default: "asctime, filename, lineno, levelname, message"
-    host_field:
-      description: |
-        The field where host name is stored (normally either `host` or `host.name`)
-      version_added: 2.1.1
-      type: string
-      example: ~
-      default: "host"
-    offset_field:
-      description: |
-        The field where offset is stored (normally either `offset` or `log.offset`)
-      version_added: 2.1.1
-      type: string
-      example: ~
-      default: "offset"
-    index_patterns:
-      description: |
-        Comma separated list of index patterns to use when searching for logs (default: `_all`).
-      version_added: 2.6.0
-      type: string
-      example: something-*
-      default: "_all"
-elasticsearch_configs:
-  description: ~
-  options:
-    use_ssl:
-      description: ~
-      version_added: 1.10.5
-      type: string
-      example: ~
-      default: "False"
-    verify_certs:
-      description: ~
-      version_added: 1.10.5
-      type: string
-      example: ~
-      default: "True"
 sensors:
   description: ~
   options:

airflow/providers/elasticsearch/CHANGELOG.rst

@@ -27,6 +27,12 @@
 Changelog
 ---------
 
+.. note::
+  Upgrade to Elasticsearch 8. The ElasticsearchTaskHandler & ElasticsearchSQLHook will now use Elasticsearch 8 package.
+  As explained https://elasticsearch-py.readthedocs.io/en/stable , Elasticsearch language clients are only backwards
+  compatible with default distributions and without guarantees made, we recommend upgrading the version of
+  Elasticsearch database to 8 to ensure compatibility with the language client.
+
 5.0.0
 .....
 

airflow/providers/elasticsearch/log/es_task_handler.py

@@ -30,7 +30,7 @@
 # Using `from elasticsearch import *` would break elasticsearch mocking used in unit test.
 import elasticsearch
 import pendulum
-from elasticsearch.exceptions import ElasticsearchException, NotFoundError
+from elasticsearch.exceptions import NotFoundError
 
 from airflow.configuration import conf
 from airflow.exceptions import AirflowProviderDeprecationWarning
@@ -89,7 +89,7 @@ def __init__(
         json_fields: str,
         host_field: str = "host",
         offset_field: str = "offset",
-        host: str = "localhost:9200",
+        host: str = "http://localhost:9200",
         frontend: str = "localhost:5601",
         index_patterns: str | None = conf.get("elasticsearch", "index_patterns", fallback="_all"),
         es_kwargs: dict | None = conf.getsection("elasticsearch_configs"),
@@ -101,8 +101,8 @@ def __init__(
         super().__init__(base_log_folder, filename_template)
         self.closed = False
 
-        self.client = elasticsearch.Elasticsearch(host.split(";"), **es_kwargs)  # type: ignore[attr-defined]
-
+        self.client = elasticsearch.Elasticsearch(host, **es_kwargs)  # type: ignore[attr-defined]
+        # in airflow.cfg, host of elasticsearch has to be http://dockerhostXxxx:9200
         if USE_PER_RUN_LOG_ID and log_id_template is not None:
             warnings.warn(
                 "Passing log_id_template to ElasticsearchTaskHandler is deprecated and has no effect",
@@ -292,27 +292,24 @@ def es_read(self, log_id: str, offset: int | str, metadata: dict) -> list | Elas
         }
 
         try:
-            max_log_line = self.client.count(index=self.index_patterns, body=query)["count"]
+            max_log_line = self.client.count(index=self.index_patterns, body=query)["count"]  # type: ignore
         except NotFoundError as e:
             self.log.exception("The target index pattern %s does not exist", self.index_patterns)
             raise e
-        except ElasticsearchException as e:
-            self.log.exception("Could not get current log size with log_id: %s", log_id)
-            raise e
 
         logs: list[Any] | ElasticSearchResponse = []
         if max_log_line != 0:
             try:
                 query.update({"sort": [self.offset_field]})
-                res = self.client.search(
+                res = self.client.search(  # type: ignore
                     index=self.index_patterns,
                     body=query,
                     size=self.MAX_LINE_PER_PAGE,
                     from_=self.MAX_LINE_PER_PAGE * self.PAGE,
                 )
                 logs = ElasticSearchResponse(self, res)
-            except elasticsearch.exceptions.ElasticsearchException:
-                self.log.exception("Could not read log with log_id: %s", log_id)
+            except Exception as err:
+                self.log.exception("Could not read log with log_id: %s. Exception: %s", log_id, err)
 
         return logs
 

airflow/providers/elasticsearch/provider.yaml

@@ -53,7 +53,7 @@ versions:
 dependencies:
   - apache-airflow>=2.4.0
   - apache-airflow-providers-common-sql>=1.3.1
-  - elasticsearch>7,<7.15.0
+  - elasticsearch>8,<9
 
 integrations:
   - integration-name: Elasticsearch
@@ -72,3 +72,97 @@ connection-types:
 
 logging:
   - airflow.providers.elasticsearch.log.es_task_handler.ElasticsearchTaskHandler
+
+config:
+  elasticsearch:
+    description: ~
+    options:
+      host:
+        description: |
+          Elasticsearch host
+        version_added: 1.10.4
+        type: string
+        example: ~
+        default: ""
+      log_id_template:
+        description: |
+          Format of the log_id, which is used to query for a given tasks logs
+        version_added: 1.10.4
+        type: string
+        example: ~
+        is_template: true
+        default: "{dag_id}-{task_id}-{run_id}-{map_index}-{try_number}"
+      end_of_log_mark:
+        description: |
+          Used to mark the end of a log stream for a task
+        version_added: 1.10.4
+        type: string
+        example: ~
+        default: "end_of_log"
+      frontend:
+        description: |
+          Qualified URL for an elasticsearch frontend (like Kibana) with a template argument for log_id
+          Code will construct log_id using the log_id template from the argument above.
+          NOTE: scheme will default to https if one is not provided
+        version_added: 1.10.4
+        type: string
+        example: "http://localhost:5601/app/kibana#/discover\
+          ?_a=(columns:!(message),query:(language:kuery,query:'log_id: \"{log_id}\"'),sort:!(log.offset,asc))"
+        default: ""
+      write_stdout:
+        description: |
+          Write the task logs to the stdout of the worker, rather than the default files
+        version_added: 1.10.4
+        type: string
+        example: ~
+        default: "False"
+      json_format:
+        description: |
+          Instead of the default log formatter, write the log lines as JSON
+        version_added: 1.10.4
+        type: string
+        example: ~
+        default: "False"
+      json_fields:
+        description: |
+          Log fields to also attach to the json output, if enabled
+        version_added: 1.10.4
+        type: string
+        example: ~
+        default: "asctime, filename, lineno, levelname, message"
+      host_field:
+        description: |
+          The field where host name is stored (normally either `host` or `host.name`)
+        version_added: 2.1.1
+        type: string
+        example: ~
+        default: "host"
+      offset_field:
+        description: |
+          The field where offset is stored (normally either `offset` or `log.offset`)
+        version_added: 2.1.1
+        type: string
+        example: ~
+        default: "offset"
+      index_patterns:
+        description: |
+          Comma separated list of index patterns to use when searching for logs (default: `_all`).
+        version_added: 2.6.0
+        type: string
+        example: something-*
+        default: "_all"
+  elasticsearch_configs:
+    description: ~
+    options:
+      http_compress:
+        description: ~
+        version_added: 1.10.5
+        type: string
+        example: ~
+        default: "False"
+      verify_certs:
+        description: ~
+        version_added: 1.10.5
+        type: string
+        example: ~
+        default: "True"

docs/apache-airflow-providers-elasticsearch/configurations-ref.rst

@@ -0,0 +1,18 @@
+ .. 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.
+
+.. include:: ../exts/includes/providers-configurations-ref.rst

docs/apache-airflow-providers-elasticsearch/index.rst

@@ -43,6 +43,7 @@
     :maxdepth: 1
     :caption: References
 
+    Configuration <configurations-ref>
     Python API <_api/airflow/providers/elasticsearch/index>
 
 .. toctree::
@@ -103,7 +104,7 @@ PIP package                              Version required
 =======================================  ==================
 ``apache-airflow``                       ``>=2.4.0``
 ``apache-airflow-providers-common-sql``  ``>=1.3.1``
-``elasticsearch``                        ``>7,<7.15.0``
+``elasticsearch``                        ``>8,<9``
 =======================================  ==================
 
 Cross provider package dependencies

docs/apache-airflow/configurations-ref.rst

@@ -41,6 +41,7 @@ in the provider's documentation. The pre-installed providers that you may want t
 * :doc:`Configuration Reference for SMTP Provider <apache-airflow-providers-smtp:configurations-ref>`
 * :doc:`Configuration Reference for IMAP Provider <apache-airflow-providers-imap:configurations-ref>`
 * :doc:`Configuration Reference for OpenLineage Provider <apache-airflow-providers-openlineage:configurations-ref>`
+* :doc:`Configuration Reference for Elasticsearch Provider <apache-airflow-providers-elasticsearch:configurations-ref>`
 
 .. note::
     For more information see :doc:`/howto/set-config`.

generated/provider_dependencies.json

@@ -358,7 +358,7 @@
     "deps": [
       "apache-airflow-providers-common-sql>=1.3.1",
       "apache-airflow>=2.4.0",
-      "elasticsearch>7,<7.15.0"
+      "elasticsearch>8,<9"
     ],
     "cross-providers-deps": [
       "common.sql"

tests/providers/elasticsearch/log/elasticmock/__init__.py

@@ -41,17 +41,55 @@
 """Elastic mock module used for testing"""
 from functools import wraps
 from unittest.mock import patch
-
-from elasticsearch.client.utils import _normalize_hosts
+from urllib.parse import unquote, urlparse
 
 from .fake_elasticsearch import FakeElasticsearch
 
 ELASTIC_INSTANCES: dict[str, FakeElasticsearch] = {}
 
 
+def _normalize_hosts(hosts):
+    """
+    Helper function to transform hosts argument to
+    :class:`~elasticsearch.Elasticsearch` to a list of dicts.
+    """
+    # if hosts are empty, just defer to defaults down the line
+    if hosts is None:
+        return [{}]
+
+    hosts = [hosts]
+
+    out = []
+
+    for host in hosts:
+        if "://" not in host:
+            host = f"//{host}"
+
+        parsed_url = urlparse(host)
+        h = {"host": parsed_url.hostname}
+
+        if parsed_url.port:
+            h["port"] = parsed_url.port
+
+        if parsed_url.scheme == "https":
+            h["port"] = parsed_url.port or 443
+            h["use_ssl"] = True
+
+        if parsed_url.username or parsed_url.password:
+            h["http_auth"] = f"{unquote(parsed_url.username)}:{unquote(parsed_url.password)}"
+
+        if parsed_url.path and parsed_url.path != "/":
+            h["url_prefix"] = parsed_url.path
+
+        out.append(h)
+    else:
+        out.append(host)
+    return out
+
+
 def _get_elasticmock(hosts=None, *args, **kwargs):
     host = _normalize_hosts(hosts)[0]
-    elastic_key = f"{host.get('host', 'localhost')}:{host.get('port', 9200)}"
+    elastic_key = f"http://{host.get('host', 'localhost')}:{host.get('port', 9200)}"
 
     if elastic_key in ELASTIC_INSTANCES:
         connection = ELASTIC_INSTANCES.get(elastic_key)