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Title: Temporal Python SDK synchronous vs. asynchronous Activity implementations | Temporal Platform Documentation

Open Graph Title: Temporal Python SDK synchronous vs. asynchronous Activity implementations | Temporal Platform Documentation

Description: The Temporal Python SDK supports implementing Activities asynchronously with asyncio, synchronously with ThreadPoolExecutor or ProcessPoolExecutor. Choose the correct method to avoid application errors.

Open Graph Description: The Temporal Python SDK supports implementing Activities asynchronously with asyncio, synchronously with ThreadPoolExecutor or ProcessPoolExecutor. Choose the correct method to avoid application errors.

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asynciohttps://docs.python.org/3/library/asyncio.html
concurrent.futures.ThreadPoolExecutorhttps://docs.python.org/3/library/concurrent.futures.html#threadpoolexecutor
concurrent.futures.ProcessPoolExecutorhttps://docs.python.org/3/library/concurrent.futures.html#processpoolexecutor
multiprocessing.managers.SyncManagerhttps://docs.python.org/3/library/multiprocessing.html#multiprocessing.managers.SyncManager
​https://docs.temporal.io/develop/python/best-practices/python-sdk-sync-vs-async#the-python-asynchronous-event-loop-and-blocking-calls
​https://docs.temporal.io/develop/python/best-practices/python-sdk-sync-vs-async#python-sdk-worker-execution-architecture
docs forhttps://python.temporal.io/temporalio.worker.Worker.html#__init__
​https://docs.temporal.io/develop/python/best-practices/python-sdk-sync-vs-async#activities
​https://docs.temporal.io/develop/python/best-practices/python-sdk-sync-vs-async#workflows
the Python SDK bloghttps://temporal.io/blog/durable-distributed-asyncio-event-loop#temporal-workflows-are-asyncio-event-loops
​https://docs.temporal.io/develop/python/best-practices/python-sdk-sync-vs-async#number-of-cpu-cores
​https://docs.temporal.io/develop/python/best-practices/python-sdk-sync-vs-async#a-worker-infrastructure-option-separate-activity-and-workflow-workers
​https://docs.temporal.io/develop/python/best-practices/python-sdk-sync-vs-async#activity-definition
docs forhttps://python.temporal.io/temporalio.worker.Worker.html#__init__
"Types of Activities" section of Python SDK READMEhttps://github.com/temporalio/sdk-python#types-of-activities
​https://docs.temporal.io/develop/python/best-practices/python-sdk-sync-vs-async#how-to-implement-synchronous-activities
​https://docs.temporal.io/develop/python/best-practices/python-sdk-sync-vs-async#how-to-run-synchronous-activities-on-a-worker
​https://docs.temporal.io/develop/python/best-practices/python-sdk-sync-vs-async#how-to-implement-asynchronous-activities
Python asyncio documentationhttps://docs.python.org/3/library/asyncio-dev.html#running-blocking-code
​https://docs.temporal.io/develop/python/best-practices/python-sdk-sync-vs-async#how-to-run-synchronous-code-from-an-asynchronous-activity
loop.run_in_executor()https://docs.python.org/3/library/asyncio-eventloop.html#asyncio.loop.run_in_executor
"running blocking code" section of the "developing with asyncio" guidehttps://docs.python.org/3/library/asyncio-dev.html#running-blocking-code
asyncio.to_thread()https://docs.python.org/3/library/asyncio-task.html#running-in-threads
​https://docs.temporal.io/develop/python/best-practices/python-sdk-sync-vs-async#when-should-you-use-async-activities
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Number of CPU coreshttps://docs.temporal.io/develop/python/best-practices/python-sdk-sync-vs-async#number-of-cpu-cores
A Worker infrastructure option: Separate Activity and Workflow Workershttps://docs.temporal.io/develop/python/best-practices/python-sdk-sync-vs-async#a-worker-infrastructure-option-separate-activity-and-workflow-workers
Activity Definitionhttps://docs.temporal.io/develop/python/best-practices/python-sdk-sync-vs-async#activity-definition
How to implement Synchronous Activitieshttps://docs.temporal.io/develop/python/best-practices/python-sdk-sync-vs-async#how-to-implement-synchronous-activities
How to run Synchronous Activities on a Workerhttps://docs.temporal.io/develop/python/best-practices/python-sdk-sync-vs-async#how-to-run-synchronous-activities-on-a-worker
How to Implement Asynchronous Activitieshttps://docs.temporal.io/develop/python/best-practices/python-sdk-sync-vs-async#how-to-implement-asynchronous-activities
How to run synchronous code from an asynchronous activityhttps://docs.temporal.io/develop/python/best-practices/python-sdk-sync-vs-async#how-to-run-synchronous-code-from-an-asynchronous-activity
When Should You Use Async Activitieshttps://docs.temporal.io/develop/python/best-practices/python-sdk-sync-vs-async#when-should-you-use-async-activities
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