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- """Module implementing the Pool for :mod:``requests_toolbelt.threaded``."""
- import multiprocessing
- import requests
- from . import thread
- from .._compat import queue
- class Pool(object):
- """Pool that manages the threads containing sessions.
- :param queue:
- The queue you're expected to use to which you should add items.
- :type queue: queue.Queue
- :param initializer:
- Function used to initialize an instance of ``session``.
- :type initializer: collections.Callable
- :param auth_generator:
- Function used to generate new auth credentials for the session.
- :type auth_generator: collections.Callable
- :param int num_process:
- Number of threads to create.
- :param session:
- :type session: requests.Session
- """
- def __init__(self, job_queue, initializer=None, auth_generator=None,
- num_processes=None, session=requests.Session):
- if num_processes is None:
- num_processes = multiprocessing.cpu_count() or 1
- if num_processes < 1:
- raise ValueError("Number of processes should at least be 1.")
- self._job_queue = job_queue
- self._response_queue = queue.Queue()
- self._exc_queue = queue.Queue()
- self._processes = num_processes
- self._initializer = initializer or _identity
- self._auth = auth_generator or _identity
- self._session = session
- self._pool = [
- thread.SessionThread(self._new_session(), self._job_queue,
- self._response_queue, self._exc_queue)
- for _ in range(self._processes)
- ]
- def _new_session(self):
- return self._auth(self._initializer(self._session()))
- @classmethod
- def from_exceptions(cls, exceptions, **kwargs):
- r"""Create a :class:`~Pool` from an :class:`~ThreadException`\ s.
- Provided an iterable that provides :class:`~ThreadException` objects,
- this classmethod will generate a new pool to retry the requests that
- caused the exceptions.
- :param exceptions:
- Iterable that returns :class:`~ThreadException`
- :type exceptions: iterable
- :param kwargs:
- Keyword arguments passed to the :class:`~Pool` initializer.
- :returns: An initialized :class:`~Pool` object.
- :rtype: :class:`~Pool`
- """
- job_queue = queue.Queue()
- for exc in exceptions:
- job_queue.put(exc.request_kwargs)
- return cls(job_queue=job_queue, **kwargs)
- @classmethod
- def from_urls(cls, urls, request_kwargs=None, **kwargs):
- """Create a :class:`~Pool` from an iterable of URLs.
- :param urls:
- Iterable that returns URLs with which we create a pool.
- :type urls: iterable
- :param dict request_kwargs:
- Dictionary of other keyword arguments to provide to the request
- method.
- :param kwargs:
- Keyword arguments passed to the :class:`~Pool` initializer.
- :returns: An initialized :class:`~Pool` object.
- :rtype: :class:`~Pool`
- """
- request_dict = {'method': 'GET'}
- request_dict.update(request_kwargs or {})
- job_queue = queue.Queue()
- for url in urls:
- job = request_dict.copy()
- job.update({'url': url})
- job_queue.put(job)
- return cls(job_queue=job_queue, **kwargs)
- def exceptions(self):
- """Iterate over all the exceptions in the pool.
- :returns: Generator of :class:`~ThreadException`
- """
- while True:
- exc = self.get_exception()
- if exc is None:
- break
- yield exc
- def get_exception(self):
- """Get an exception from the pool.
- :rtype: :class:`~ThreadException`
- """
- try:
- (request, exc) = self._exc_queue.get_nowait()
- except queue.Empty:
- return None
- else:
- return ThreadException(request, exc)
- def get_response(self):
- """Get a response from the pool.
- :rtype: :class:`~ThreadResponse`
- """
- try:
- (request, response) = self._response_queue.get_nowait()
- except queue.Empty:
- return None
- else:
- return ThreadResponse(request, response)
- def responses(self):
- """Iterate over all the responses in the pool.
- :returns: Generator of :class:`~ThreadResponse`
- """
- while True:
- resp = self.get_response()
- if resp is None:
- break
- yield resp
- def join_all(self):
- """Join all the threads to the master thread."""
- for session_thread in self._pool:
- session_thread.join()
- class ThreadProxy(object):
- proxied_attr = None
- def __getattr__(self, attr):
- """Proxy attribute accesses to the proxied object."""
- get = object.__getattribute__
- if attr not in self.attrs:
- response = get(self, self.proxied_attr)
- return getattr(response, attr)
- else:
- return get(self, attr)
- class ThreadResponse(ThreadProxy):
- """A wrapper around a requests Response object.
- This will proxy most attribute access actions to the Response object. For
- example, if you wanted the parsed JSON from the response, you might do:
- .. code-block:: python
- thread_response = pool.get_response()
- json = thread_response.json()
- """
- proxied_attr = 'response'
- attrs = frozenset(['request_kwargs', 'response'])
- def __init__(self, request_kwargs, response):
- #: The original keyword arguments provided to the queue
- self.request_kwargs = request_kwargs
- #: The wrapped response
- self.response = response
- class ThreadException(ThreadProxy):
- """A wrapper around an exception raised during a request.
- This will proxy most attribute access actions to the exception object. For
- example, if you wanted the message from the exception, you might do:
- .. code-block:: python
- thread_exc = pool.get_exception()
- msg = thread_exc.message
- """
- proxied_attr = 'exception'
- attrs = frozenset(['request_kwargs', 'exception'])
- def __init__(self, request_kwargs, exception):
- #: The original keyword arguments provided to the queue
- self.request_kwargs = request_kwargs
- #: The captured and wrapped exception
- self.exception = exception
- def _identity(session_obj):
- return session_obj
- __all__ = ['ThreadException', 'ThreadResponse', 'Pool']
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