### 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)

similar_log_id = (
            f"{TestElasticsearchTaskHandler.TASK_ID}-"
            f"{TestElasticsearchTaskHandler.DAG_ID}-2016-01-01T00:00:00+00:00-1"
        )
        another_test_message = "another message"
        another_body = {"message": another_test_message, "log_id": similar_log_id, "offset": 1}
        self.es.index(index=self.index_name, doc_type=self.doc_type, body=another_body, id=1)
        ts = pendulum.now()
        logs, metadatas = self.es_task_handler.read(
            ti, 1, {"offset": "0", "last_log_timestamp": str(ts), "end_of_log": False, "max_offset": 2}
        )
        assert 1 == len(logs)
        assert len(logs) == len(metadatas)
        assert self.test_message == logs[0][0][-1]
        assert another_test_message != logs[0]
        assert not metadatas[0]["end_of_log"]
        assert "1" == metadatas[0]["offset"]
        assert timezone.parse(metadatas[0]["last_log_timestamp"]) > ts
    def test_read_with_none_metadata(self, ti):