Thank you Matt for the detailed and quick reply.. Much appreciated the 
support from the community.

On Friday, June 5, 2020 at 12:29:30 AM UTC+5:30, Matt Martz wrote:
>
> Yes, it would utilize the threading library in Python.  The GIL is a 
> primary cause to the CPU restrictions.  Our main process that orchestrates 
> all of the task executions is already heavily CPU bound, so adding 
> additional threads to the same core can cause a decrease in performance.  
> Assuming we create a process model plugin type, other process models are 
> possible, such as using asyncio, concurrent.futures, gevent, etc.  But I 
> don't expect this work to be complete any time soon.
>
> So for now, consider forking the only process model for the near future.
>
> On Thu, Jun 4, 2020 at 1:51 PM Jagadeeshkumar Dittakavi <
> [email protected] <javascript:>> wrote:
>
>> Thank you for the prompt reply.. Just a curious question: Is the 
>> threading work that is underway based on python threads or pthreads or any 
>> other threading mechanism? As you mentioned that the threading model is not 
>> going to be performant, was the reason being the python's GIL?
>>
>>
>> On Friday, June 5, 2020 at 12:01:14 AM UTC+5:30, Matt Martz wrote:
>>>
>>> The only current process model is forking.  There has been some work 
>>> done to add a threaded process model, but there are some large hurdles to 
>>> overcome.
>>>
>>> In practice, it is not necessarily more performant, and in many cases it 
>>> was less performant, as it causes more CPU contention on a single core that 
>>> is already resource constrained.
>>>
>>> On Thu, Jun 4, 2020 at 1:18 PM Jagadeeshkumar Dittakavi <
>>> [email protected]> wrote:
>>>
>>>> I am a newbie to ansible but I got to explore how to run a tasks in 
>>>> parallel by spawing a thread for each task instead of a process. My 
>>>> requirement is to run the playbook on my localhost and there is no remote 
>>>> task execution needed.
>>>> I also would like to wait for all threads to complete before I move on 
>>>> to a task that has to be serialised.
>>>>
>>>> Can I chose thread vs process when it comes to parallel task execution?
>>>> If it is possible to spawn threads from ansible, are they equivalent to 
>>>> python greenthreads or pthreads or something else?
>>>>
>>>> Thank you in advance!
>>>>
>>>>
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>>>>
>>>
>>>
>>> -- 
>>> Matt Martz
>>> @sivel
>>> sivel.net
>>>
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>
>
> -- 
> Matt Martz
> @sivel
> sivel.net
>

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