Source code for system.elasticsearch.example_elasticsearch_query

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"""
Example Airflow DAG for Elasticsearch Query.
"""

from __future__ import annotations

import os
from datetime import datetime

from airflow import models
from airflow.providers.common.compat.sdk import task
from airflow.providers.elasticsearch.hooks.elasticsearch import ElasticsearchPythonHook, ElasticsearchSQLHook
from airflow.providers.standard.operators.python import PythonOperator

ENV_ID = os.environ.get("SYSTEM_TESTS_ENV_ID")
DAG_ID = "elasticsearch_dag"
CONN_ID = "elasticsearch_default"


@task(task_id="es_print_tables")
def show_tables():
    """
    show_tables queries elasticsearch to list available tables
    """
    # [START howto_elasticsearch_query]
    es = ElasticsearchSQLHook(elasticsearch_conn_id=CONN_ID)

    es_connection = es.get_conn()
    response = es_connection.execute_sql("SHOW TABLES")
    for row in response["rows"]:
        print(f"row: {row}")
    return True
    # [END howto_elasticsearch_query]


# [START howto_elasticsearch_python_hook]
def use_elasticsearch_hook():
    """
    Use ElasticSearchPythonHook to print results from a local Elasticsearch
    """
    es_hosts = ["http://localhost:9200"]
    es_hook = ElasticsearchPythonHook(hosts=es_hosts)
    query = {"query": {"match_all": {}}}
    result = es_hook.search(query=query)
    print(result)
    return True


# [END howto_elasticsearch_python_hook]

with models.DAG(
    DAG_ID,
    schedule="@once",
    start_date=datetime(2021, 1, 1),
    catchup=False,
    tags=["example", "elasticsearch"],
) as dag:
    execute_query = show_tables()
    (
        # TEST BODY
        execute_query
    )
    es_python_test = PythonOperator(
        task_id="print_data_from_elasticsearch", python_callable=use_elasticsearch_hook
    )

from tests_common.test_utils.system_tests import get_test_run  # noqa: E402

# Needed to run the example DAG with pytest (see: contributing-docs/testing/system_tests.rst)
test_run = get_test_run(dag)