How to pass query context for eanbling window functions using druidapi in python code

example code:

import druidapi
import os

if 'DRUID_HOST' not in os.environ.keys():
druid_host=f"http://localhost:8888"
else:
druid_host=f"http://{os.environ['DRUID_HOST']}:8888"

print(f"Opening a connection to {druid_host}.")
druid = druidapi.jupyter_client(druid_host)

display = druid.display
sql_client = druid.sql

query = """WITH HumidChange AS (SELECT device_id,__time,humidity,humidity - LAG(humidity) OVER (PARTITION BY device_id ORDER BY __time) AS humid_change FROM thermal_log) SELECT d.device_id,d.device_name,tc.__time,tc.humidity AS current_humidity, tc.humid_change FROM devices d JOIN HumidChange tc ON d.device_id = tc.device_id WHERE tc.humid_change >= 10"""

display.sql(query)

Start with the provided Python example and the druidapi.jupyter_client, display, and display.sql entry points. Determine where query context is accepted for this call and document a working example that enables the requested window-function behavior.

Written by the indexing model from the issue text.