### Apache Airflow version

2.7.0

### What happened

When upgrading apache-airflow-providers-elasticsearch to the newest provider (5.0.1), Airflow is unable to spin up. The scheudler and airflow-migrations both crash on following error:

```console
....................
ERROR! Maximum number of retries (20) reached.

Last check result:
$ airflow db check
Unable to load the config, contains a configuration error.
Traceback (most recent call last):
  File "/usr/local/lib/python3.11/logging/config.py", line 573, in configure
    handler = self.configure_handler(handlers[name])
              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/logging/config.py", line 758, in configure_handler
    result = factory(**kwargs)
             ^^^^^^^^^^^^^^^^^
  File "/home/airflow/.local/lib/python3.11/site-packages/airflow/providers/elasticsearch/log/es_task_handler.py", line 110, in __init__
    self.client = elasticsearch.Elasticsearch(host, **es_kwargs)  # type: ignore[attr-defined]
                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
TypeError: Elasticsearch.__init__() got an unexpected keyword argument 'use_ssl'

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/home/airflow/.local/bin/airflow", line 5, in <module>
    from airflow.__main__ import main
  File "/home/airflow/.local/lib/python3.11/site-packages/airflow/__init__.py", line 68, in <module>
    settings.initialize()
  File "/home/airflow/.local/lib/python3.11/site-packages/airflow/settings.py", line 524, in initialize
    LOGGING_CLASS_PATH = configure_logging()
                         ^^^^^^^^^^^^^^^^^^^
  File "/home/airflow/.local/lib/python3.11/site-packages/airflow/logging_config.py", line 74, in configure_logging
    raise e
  File "/home/airflow/.local/lib/python3.11/site-packages/airflow/logging_config.py", line 69, in configure_logging
    dictConfig(logging_config)
  File "/usr/local/lib/python3.11/logging/config.py", line 823, in dictConfig
    dictConfigClass(config).configure()
  File "/usr/local/lib/python3.11/logging/config.py", line 580, in configure
    raise ValueError('Unable to configure handler '
ValueError: Unable to configure handler 'task'
Exception ignored in atexit callback: <function shutdown at 0x7fb5255f22a0>
Traceback (most recent call last):
  File "/usr/local/lib/python3.11/logging/__init__.py", line 2193, in shutdown
    h.close()
  File "/home/airflow/.local/lib/python3.11/site-packages/airflow/providers/elasticsearch/log/es_task_handler.py", line 396, in close
    if not self.mark_end_on_close or getattr(self, "ctx_task_deferred", None):
           ^^^^^^^^^^^^^^^^^^^^^^
AttributeError: 'ElasticsearchTaskHandler' object has no attribute 'mark_end_on_close'
2023-09-05T06:04:58.154163010Z
```

### What you think should happen instead

Deploy Airflow without any crashing schedulers

### How to reproduce

I'm currently running airflow on version 2.7.0 on AKS. I'm trying to upgrade elasticsearch to package 5.0.1.

Following config is present for elasticsearch:

```
    [elasticsearch]

  frontend = https://*redacted*.kb.westeurope.azure.elastic-cloud.com/app/discover#/?_a=(columns:!(message),filters:!(),index:'6551970b-aa72-4e2a-b255-d296a6fcdc09',interval:auto,query:(language:kuery,query:'log_id:"{log_id}"'),sort:!(log.offset,asc))&amp;_g=(filters:!(),refreshInterval:(pause:!t,value:0),time:(from:now-1m,to:now))

    json_format = True

    log_id_template = {dag_id}_{task_id}_{execution_date}_{try_number}

    [elasticsearch_configs]

    max_retries = 3

    retry_timeout = True

    timeout = 30
```




### Operating System

Debian GNU/Linux 11 (bullseye)

### Versions of Apache Airflow Providers

apache-airflow-providers-cncf-kubernetes==7.4.2
apache-airflow-providers-docker==3.7.4
apache-airflow-providers-microsoft-azure==4.3.0
apache-airflow-providers-elasticsearch==5.0.1

### Deployment

Official Apache Airflow Helm Chart

### Deployment details

_No response_

### Anything else

_No response_

### Are you willing to submit PR?

- [ ] Yes I am willing to submit a PR!

### Code of Conduct

- [X] I agree to follow this project's [Code of Conduct](https://github.com/apache/airflow/blob/main/CODE_OF_CONDUCT.md)

#
#
#
from __future__ import annotations
import io
import json
import logging
import os
import re
import shutil
from unittest import mock
from urllib.parse import quote
import elasticsearch
import pendulum
import pytest
from airflow.configuration import conf
from airflow.providers.elasticsearch.log.es_response import ElasticSearchResponse
from airflow.providers.elasticsearch.log.es_task_handler import ElasticsearchTaskHandler, getattr_nested
from airflow.utils import timezone
from airflow.utils.state import DagRunState, TaskInstanceState
from airflow.utils.timezone import datetime
from tests.test_utils.db import clear_db_dags, clear_db_runs
from .elasticmock import elasticmock
from .elasticmock.utilities import SearchFailedException
def get_ti(dag_id, task_id, execution_date, create_task_instance):