compass.services.cpu.ProcessPoolService

class ProcessPoolService(**kwargs)

Bases: Service

Service that contains a ProcessPoolExecutor instance

Parameters:

**kwargs – Keyword-value argument pairs to pass to concurrent.futures.ProcessPoolExecutor. By default, None.

Methods

acquire_resources()	Open thread pool and temp directory
call(*args, **kwargs)	Call the service
process(*args, **kwargs)	Process a call to the service.
process_using_futures(fut, *args, **kwargs)	Process a call to the service
release_resources()	Shutdown thread pool and cleanup temp directory

Attributes

MAX_CONCURRENT_JOBS	Max number of concurrent job submissions.
can_process	Check if process function can be called.
name	Service name used to pull the correct queue object

acquire_resources()

Open thread pool and temp directory

release_resources()

Shutdown thread pool and cleanup temp directory

MAX_CONCURRENT_JOBS = 10000

Max number of concurrent job submissions.

async classmethod call(*args, **kwargs)

Call the service

Parameters:

*args, **kwargs – Positional and keyword arguments to be passed to the underlying service processing function.

Returns:

obj – A response object from the underlying service.

abstract property can_process

Check if process function can be called.

This should be a fast-running method that returns a boolean indicating whether or not the service can accept more processing calls.

property name

Service name used to pull the correct queue object

Type:

str

abstractmethod async process(*args, **kwargs)

Process a call to the service.

Parameters:

*args, **kwargs – Positional and keyword arguments to be passed to the underlying processing function.

async process_using_futures(fut, *args, **kwargs)

Process a call to the service

Parameters:

• fut (asyncio.Future) – A future object that should get the result of the processing operation. If the processing function returns answer, this method should call fut.set_result(answer).

• **kwargs – Keyword arguments to be passed to the underlying processing function.