def init_signal(self):
"""Init signal
3 signals are added: ``feeder_exited``, ``parser_exited`` and
``reach_max_num``.
"""
self.signal = Signal()
self.signal.set(
feeder_exited=False, parser_exited=False, reach_max_num=False)
class Crawler(object):
"""Base class for crawlers
Attributes:
session (Session): A Session object.
feeder (Feeder): A Feeder object.
parser (Parser): A Parser object.
downloader (Downloader): A Downloader object.
signal (Signal): A Signal object shared by all components,
used for communication among threads
logger (Logger): A Logger object used for logging
"""
def __init__(self,
feeder_cls=Feeder,
parser_cls=Parser,
downloader_cls=Downloader,
feeder_threads=1,
parser_threads=1,
downloader_threads=1,
storage={
'backend': 'FileSystem',
'root_dir': 'images'
},
log_level=logging.INFO,
extra_feeder_args=None,
extra_parser_args=None,
extra_downloader_args=None):
"""Init components with class names and other arguments.
Args:
feeder_cls: class of feeder
parser_cls: class of parser
downloader_cls: class of downloader.
feeder_threads: thread number used by feeder
parser_threads: thread number used by parser
downloader_threads: thread number used by downloader
storage (dict or BaseStorage): storage backend configuration
log_level: logging level for the logger
"""
# set logger
self.set_logger(log_level)
# set proxy pool
self.set_proxy_pool()
# set session
self.set_session()
# init signal
self.init_signal()
# set storage
self.set_storage(storage)
# set feeder, parser and downloader
feeder_kwargs = {} if extra_feeder_args is None else extra_feeder_args
parser_kwargs = {} if extra_parser_args is None else extra_parser_args
downloader_kwargs = ({} if extra_downloader_args is None else
extra_downloader_args)
self.feeder = feeder_cls(feeder_threads, self.signal, self.session,
**feeder_kwargs)
self.parser = parser_cls(parser_threads, self.signal, self.session,
**parser_kwargs)
self.downloader = downloader_cls(downloader_threads, self.signal,
self.session, self.storage,
**downloader_kwargs)
# connect all components
self.feeder.connect(self.parser).connect(self.downloader)
def init_signal(self):
"""Init signal
3 signals are added: ``feeder_exited``, ``parser_exited`` and
``reach_max_num``.
"""
self.signal = Signal()
self.signal.set(feeder_exited=False,
parser_exited=False,
reach_max_num=False)
def set_storage(self, storage):
"""Set storage backend for downloader
For full list of storage backend supported, please see :mod:`storage`.
Args:
storage (dict or BaseStorage): storage backend configuration or instance
"""
if isinstance(storage, BaseStorage):
self.storage = storage
elif isinstance(storage, dict):
if 'backend' not in storage and 'root_dir' in storage:
storage['backend'] = 'FileSystem'
try:
backend_cls = getattr(storage_package, storage['backend'])
except AttributeError:
try:
backend_cls = import_module(storage['backend'])
except ImportError:
self.logger.error('cannot find backend module %s',
storage['backend'])
sys.exit()
kwargs = storage.copy()
del kwargs['backend']
self.storage = backend_cls(**kwargs)
else:
raise TypeError('"storage" must be a storage object or dict')
def set_proxy_pool(self, pool=None):
"""Construct a proxy pool
By default no proxy is used.
Args:
pool (ProxyPool, optional): a :obj:`ProxyPool` object
"""
self.proxy_pool = ProxyPool() if pool is None else pool
def set_session(self, headers=None):
"""Init session with default or custom headers
Args:
headers: A dict of headers (default None, thus using the default
header to init the session)
"""
if headers is None:
headers = {
'User-Agent':
('Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_3)'
' AppleWebKit/537.36 (KHTML, like Gecko) '
'Chrome/48.0.2564.116 Safari/537.36')
}
elif not isinstance(headers, dict):
raise TypeError('"headers" must be a dict object')
self.session = Session(self.proxy_pool)
self.session.headers.update(headers)
def set_logger(self, log_level=logging.INFO):
"""Configure the logger with log_level."""
logging.basicConfig(
format='%(asctime)s - %(levelname)s - %(name)s - %(message)s',
level=log_level,
stream=sys.stderr)
self.logger = logging.getLogger(__name__)
logging.getLogger('requests').setLevel(logging.WARNING)
def crawl(self,
feeder_kwargs=None,
parser_kwargs=None,
downloader_kwargs=None):
"""Start crawling
This method will start feeder, parser and download and wait
until all threads exit.
Args:
feeder_kwargs (dict, optional): Arguments to be passed to ``feeder.start()``
parser_kwargs (dict, optional): Arguments to be passed to ``parser.start()``
downloader_kwargs (dict, optional): Arguments to be passed to
``downloader.start()``
"""
self.signal.reset()
self.logger.info('start crawling...')
feeder_kwargs = {} if feeder_kwargs is None else feeder_kwargs
parser_kwargs = {} if parser_kwargs is None else parser_kwargs
downloader_kwargs = {} if downloader_kwargs is None else downloader_kwargs
self.logger.info('starting %d feeder threads...',
self.feeder.thread_num)
self.feeder.start(**feeder_kwargs)
self.logger.info('starting %d parser threads...',
self.parser.thread_num)
self.parser.start(**parser_kwargs)
self.logger.info('starting %d downloader threads...',
self.downloader.thread_num)
self.downloader.start(**downloader_kwargs)
while True:
if not self.feeder.is_alive():
self.signal.set(feeder_exited=True)
if not self.parser.is_alive():
self.signal.set(parser_exited=True)
if not self.downloader.is_alive():
break
time.sleep(1)
if not self.feeder.in_queue.empty():
self.feeder.clear_buffer()
if not self.parser.in_queue.empty():
self.parser.clear_buffer()
if not self.downloader.in_queue.empty():
self.downloader.clear_buffer(True)
self.logger.info('Crawling task done!')
class Crawler(object):
"""Base class for crawlers
Attributes:
session (Session): A Session object.
feeder (Feeder): A Feeder object.
parser (Parser): A Parser object.
downloader (Downloader): A Downloader object.
signal (Signal): A Signal object shared by all components,
used for communication among threads
logger (Logger): A Logger object used for logging
"""
def __init__(self,
feeder_cls=Feeder,
parser_cls=Parser,
downloader_cls=Downloader,
feeder_threads=1,
parser_threads=1,
downloader_threads=1,
storage={
'backend': 'FileSystem',
'root_dir': 'images'
},
log_level=logging.INFO,
extra_feeder_args=None,
extra_parser_args=None,
extra_downloader_args=None):
"""Init components with class names and other arguments.
Args:
feeder_cls: class of feeder
parser_cls: class of parser
downloader_cls: class of downloader.
feeder_threads: thread number used by feeder
parser_threads: thread number used by parser
downloader_threads: thread number used by downloader
storage (dict or BaseStorage): storage backend configuration
log_level: logging level for the logger
"""
self.set_logger(log_level)
self.set_proxy_pool()
self.set_session()
self.init_signal()
self.set_storage(storage)
# set feeder, parser and downloader
feeder_kwargs = {} if extra_feeder_args is None else extra_feeder_args
parser_kwargs = {} if extra_parser_args is None else extra_parser_args
downloader_kwargs = ({} if extra_downloader_args is None else
extra_downloader_args)
self.feeder = feeder_cls(feeder_threads, self.signal, self.session,
**feeder_kwargs)
self.parser = parser_cls(parser_threads, self.signal, self.session,
**parser_kwargs)
self.downloader = downloader_cls(downloader_threads, self.signal,
self.session, self.storage,
**downloader_kwargs)
# connect all components
self.feeder.connect(self.parser).connect(self.downloader)
def set_logger(self, log_level=logging.INFO):
"""Configure the logger with log_level."""
logging.basicConfig(
format='%(asctime)s - %(levelname)s - %(name)s - %(message)s',
level=log_level,
stream=sys.stderr)
self.logger = logging.getLogger(__name__)
logging.getLogger('requests').setLevel(logging.WARNING)
def init_signal(self):
"""Init signal
3 signals are added: ``feeder_exited``, ``parser_exited`` and
``reach_max_num``.
"""
self.signal = Signal()
self.signal.set(
feeder_exited=False, parser_exited=False, reach_max_num=False)
def set_storage(self, storage):
"""Set storage backend for downloader
For full list of storage backend supported, please see :mod:`storage`.
Args:
storage (dict or BaseStorage): storage backend configuration or instance
"""
if isinstance(storage, BaseStorage):
self.storage = storage
elif isinstance(storage, dict):
if 'backend' not in storage and 'root_dir' in storage:
storage['backend'] = 'FileSystem'
try:
backend_cls = getattr(storage_package, storage['backend'])
except AttributeError:
try:
backend_cls = import_module(storage['backend'])
except ImportError:
self.logger.error('cannot find backend module %s',
storage['backend'])
sys.exit()
kwargs = storage.copy()
del kwargs['backend']
self.storage = backend_cls(**kwargs)
else:
raise TypeError('"storage" must be a storage object or dict')
def set_proxy_pool(self, pool=None):
"""Construct a proxy pool
By default no proxy is used.
Args:
pool (ProxyPool, optional): a :obj:`ProxyPool` object
"""
self.proxy_pool = ProxyPool() if pool is None else pool
def set_session(self, headers=None):
"""Init session with default or custom headers
Args:
headers: A dict of headers (default None, thus using the default
header to init the session)
"""
if headers is None:
headers = {
'User-Agent':
('Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_3)'
' AppleWebKit/537.36 (KHTML, like Gecko) '
'Chrome/48.0.2564.116 Safari/537.36')
}
elif not isinstance(headers, dict):
raise TypeError('"headers" must be a dict object')
self.session = Session(self.proxy_pool)
self.session.headers.update(headers)
def crawl(self,
feeder_kwargs=None,
parser_kwargs=None,
downloader_kwargs=None):
"""Start crawling
This method will start feeder, parser and download and wait
until all threads exit.
Args:
feeder_kwargs (dict, optional): Arguments to be passed to ``feeder.start()``
parser_kwargs (dict, optional): Arguments to be passed to ``parser.start()``
downloader_kwargs (dict, optional): Arguments to be passed to
``downloader.start()``
"""
self.signal.reset()
self.logger.info('start crawling...')
feeder_kwargs = {} if feeder_kwargs is None else feeder_kwargs
parser_kwargs = {} if parser_kwargs is None else parser_kwargs
downloader_kwargs = {} if downloader_kwargs is None else downloader_kwargs
self.logger.info('starting %d feeder threads...',
self.feeder.thread_num)
self.feeder.start(**feeder_kwargs)
self.logger.info('starting %d parser threads...',
self.parser.thread_num)
self.parser.start(**parser_kwargs)
self.logger.info('starting %d downloader threads...',
self.downloader.thread_num)
self.downloader.start(**downloader_kwargs)
while True:
if not self.feeder.is_alive():
self.signal.set(feeder_exited=True)
if not self.parser.is_alive():
self.signal.set(parser_exited=True)
if not self.downloader.is_alive():
break
time.sleep(1)
if not self.feeder.in_queue.empty():
self.feeder.clear_buffer()
if not self.parser.in_queue.empty():
self.parser.clear_buffer()
if not self.downloader.in_queue.empty():
self.downloader.clear_buffer(True)
self.logger.info('Crawling task done!')
