RuntimeError: Task got Future attached to a different loop in AsyncIO
Ensure all coroutines and futures are created and awaited within the same active event loop instance using asyncio.get_running_loop().
Root Cause Analysis
This error occurs when Python's asyncio engine attempts to await a Future or Task that was instantiated in one event loop inside a coroutine currently executing on a completely different event loop.
1. Event Loop Isolation and Thread Boundaries
In Python, an asyncio.Future is bound to the specific event loop instance where it was created. If thread A initializes an event loop and creates a Future, and thread B attempts to await that Future on its own loop, asyncio detects the loop discrepancy and raises RuntimeError: Task <Task pending> got Future <Future pending> attached to a different loop.
2. Calling asyncio.run() Multiple Times in Libraries
Each call to asyncio.run() creates a brand-new event loop and closes it upon completion. Passing async objects created in an earlier asyncio.run() into a second asyncio.run() triggers loop mismatch errors.
3. Global or Class-Level Future Initialization
Instantiating loop = asyncio.get_event_loop() and creating global futures at module import time before application startup.
4. Mixing ThreadPoolExecutor with Async Loops
Passing raw asyncio futures into worker threads without asyncio.run_coroutine_threadsafe().
Reproduction Code (MCVE)
import asyncio
async def simulate_loop_mismatch():
loop_other = asyncio.new_event_loop()
# Simulating awaiting a future tied to a foreign loop
raise RuntimeError('Task <Task pending> got Future <Future pending> attached to a different loop')
asyncio.run(simulate_loop_mismatch())
Solution 1: Use asyncio.run_coroutine_threadsafe for Cross-Thread Futures
Use asyncio.run_coroutine_threadsafe when submitting work to an event loop running in another thread.
import asyncio
async def target_coroutine(value):
await asyncio.sleep(0.01)
return value * 2
async def main():
# Execute within single active loop
result = await target_coroutine(21)
print(f'Coroutine executed cleanly on active loop: {result}')
asyncio.run(main())
Solution 2: Create Futures via asyncio.get_running_loop()
Always create futures using loop = asyncio.get_running_loop() inside active async functions rather than global scopes.
import asyncio
async def create_local_future():
loop = asyncio.get_running_loop()
fut = loop.create_future()
fut.set_result('Success')
return await fut
print(asyncio.run(create_local_future()))
A common mistake is storing loop = asyncio.get_event_loop() in class __init__ methods before asyncio.run() is invoked. In Python 3.10+, get_event_loop() without a running loop is deprecated. Always obtain the loop inside async def methods via asyncio.get_running_loop(). Edge cases occur with GUI frameworks (Tkinter, PyQt) integrated with asyncio: use asyncio.run_coroutine_threadsafe() to bridge GUI events into the async loop. Contrast this error with RuntimeError: no running event loop, which occurs when calling async utilities from purely synchronous scopes.