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8,187 | sinlib.tokenizer | __train_chracter_level_tokenizer | null | def __train_chracter_level_tokenizer(self, text_list):
with concurrent.futures.ThreadPoolExecutor() as executor:
results = list(executor.map(self.__process_text, text_list))
self.tokenized_chars = [char for sublist in results for char in sublist]
self.unique_chars = set(self.tokenized_chars)
self.vocab_map = dict(zip(self.unique_chars,range(len(self.unique_chars))))
self.vocab_map[self.unknown_token] = len(self.vocab_map)
self.unknown_token_id = self.vocab_map[self.unknown_token]
self.token_id_to_token_map = {value:key for key,value in self.vocab_map.items()}
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8,188 | sinlib.tokenizer | __call__ | null | def __call__(self, text):
return self.__encode(text)
| (self, text) | [
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8,189 | sinlib.tokenizer | __init__ | null | def __init__(self):
self.unknown_token = "<unk>"
self.tokenized_chars = []
self.unique_chars = []
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8,190 | sinlib.tokenizer | __len__ | null | def __len__(self):
return len(self.vocab_map)
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] |
8,191 | sinlib.tokenizer | decode | null | def decode(self, ids):
return "".join([self.token_id_to_token_map.get(token,self.unknown_token) for token in ids])
| (self, ids) | [
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8,192 | sinlib.tokenizer | train | null | def train(self, text_list):
self.__train_chracter_level_tokenizer(text_list)
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8,196 | feapder.core.spiders.air_spider | AirSpider | null | class AirSpider(BaseParser, TailThread):
__custom_setting__ = {}
def __init__(self, thread_count=None):
"""
基于内存队列的爬虫，不支持分布式
:param thread_count: 线程数
"""
super(AirSpider, self).__init__()
for key, value in self.__class__.__custom_setting__.items():
setattr(setting, key, value)
if thread_count:
setattr(setting, "SPIDER_THREAD_COUNT", thread_count)
self._thread_count = setting.SPIDER_THREAD_COUNT
self._memory_db = MemoryDB()
self._parser_controls = []
self._item_buffer = ItemBuffer(redis_key=self.name)
self._request_buffer = AirSpiderRequestBuffer(
db=self._memory_db, dedup_name=self.name
)
self._stop_spider = False
metrics.init(**setting.METRICS_OTHER_ARGS)
def distribute_task(self):
for request in self.start_requests():
if not isinstance(request, Request):
raise ValueError("仅支持 yield Request")
request.parser_name = request.parser_name or self.name
self._request_buffer.put_request(request, ignore_max_size=False)
def all_thread_is_done(self):
for i in range(3): # 降低偶然性, 因为各个环节不是并发的，很有可能当时状态为假，但检测下一条时该状态为真。一次检测很有可能遇到这种偶然性
# 检测 parser_control 状态
for parser_control in self._parser_controls:
if not parser_control.is_not_task():
return False
# 检测 任务队列 状态
if not self._memory_db.empty():
return False
# 检测 item_buffer 状态
if (
self._item_buffer.get_items_count() > 0
or self._item_buffer.is_adding_to_db()
):
return False
tools.delay_time(1)
return True
def run(self):
self.start_callback()
for i in range(self._thread_count):
parser_control = AirSpiderParserControl(
memory_db=self._memory_db,
request_buffer=self._request_buffer,
item_buffer=self._item_buffer,
)
parser_control.add_parser(self)
parser_control.start()
self._parser_controls.append(parser_control)
self._item_buffer.start()
self.distribute_task()
while True:
try:
if self._stop_spider or self.all_thread_is_done():
# 停止 parser_controls
for parser_control in self._parser_controls:
parser_control.stop()
# 关闭item_buffer
self._item_buffer.stop()
# 关闭webdirver
Request.render_downloader and Request.render_downloader.close_all()
if self._stop_spider:
log.info("爬虫被终止")
else:
log.info("无任务，爬虫结束")
break
except Exception as e:
log.exception(e)
tools.delay_time(1) # 1秒钟检查一次爬虫状态
self.end_callback()
# 为了线程可重复start
self._started.clear()
# 关闭打点
metrics.close()
def join(self, timeout=None):
"""
重写线程的join
"""
if not self._started.is_set():
return
super().join()
def stop_spider(self):
self._stop_spider = True
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8,197 | feapder.core.spiders.air_spider | __init__ |
基于内存队列的爬虫，不支持分布式
:param thread_count: 线程数
| def __init__(self, thread_count=None):
"""
基于内存队列的爬虫，不支持分布式
:param thread_count: 线程数
"""
super(AirSpider, self).__init__()
for key, value in self.__class__.__custom_setting__.items():
setattr(setting, key, value)
if thread_count:
setattr(setting, "SPIDER_THREAD_COUNT", thread_count)
self._thread_count = setting.SPIDER_THREAD_COUNT
self._memory_db = MemoryDB()
self._parser_controls = []
self._item_buffer = ItemBuffer(redis_key=self.name)
self._request_buffer = AirSpiderRequestBuffer(
db=self._memory_db, dedup_name=self.name
)
self._stop_spider = False
metrics.init(**setting.METRICS_OTHER_ARGS)
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8,208 | feapder.core.spiders.air_spider | all_thread_is_done | null | def all_thread_is_done(self):
for i in range(3): # 降低偶然性, 因为各个环节不是并发的，很有可能当时状态为假，但检测下一条时该状态为真。一次检测很有可能遇到这种偶然性
# 检测 parser_control 状态
for parser_control in self._parser_controls:
if not parser_control.is_not_task():
return False
# 检测 任务队列 状态
if not self._memory_db.empty():
return False
# 检测 item_buffer 状态
if (
self._item_buffer.get_items_count() > 0
or self._item_buffer.is_adding_to_db()
):
return False
tools.delay_time(1)
return True
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8,209 | feapder.core.base_parser | close | null | def close(self):
pass
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8,210 | feapder.core.spiders.air_spider | distribute_task | null | def distribute_task(self):
for request in self.start_requests():
if not isinstance(request, Request):
raise ValueError("仅支持 yield Request")
request.parser_name = request.parser_name or self.name
self._request_buffer.put_request(request, ignore_max_size=False)
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8,211 | feapder.core.base_parser | download_midware |
@summary: 下载中间件 可修改请求的一些参数, 或可自定义下载，然后返回 request, response
---------
@param request:
---------
@result: return request / request, response
| def download_midware(self, request: Request):
"""
@summary: 下载中间件 可修改请求的一些参数, 或可自定义下载，然后返回 request, response
---------
@param request:
---------
@result: return request / request, response
"""
pass
| (self, request: feapder.network.request.Request) | [
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8,212 | feapder.core.base_parser | end_callback |
@summary: 程序结束的回调
---------
---------
@result: None
| def end_callback(self):
"""
@summary: 程序结束的回调
---------
---------
@result: None
"""
pass
| (self) | [
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8,213 | feapder.core.base_parser | exception_request |
@summary: 请求或者parser里解析出异常的request
---------
@param request:
@param response:
@param e: 异常
---------
@result: request / callback / None (返回值必须可迭代)
| def exception_request(self, request: Request, response: Response, e: Exception):
"""
@summary: 请求或者parser里解析出异常的request
---------
@param request:
@param response:
@param e: 异常
---------
@result: request / callback / None (返回值必须可迭代)
"""
pass
| (self, request: feapder.network.request.Request, response: feapder.network.response.Response, e: Exception) | [
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8,214 | feapder.core.base_parser | failed_request |
@summary: 超过最大重试次数的request
可返回修改后的request 若不返回request，则将传进来的request直接人redis的failed表。否则将修改后的request入failed表
---------
@param request:
@param response:
@param e: 异常
---------
@result: request / item / callback / None (返回值必须可迭代)
| def failed_request(self, request: Request, response: Response, e: Exception):
"""
@summary: 超过最大重试次数的request
可返回修改后的request 若不返回request，则将传进来的request直接人redis的failed表。否则将修改后的request入failed表
---------
@param request:
@param response:
@param e: 异常
---------
@result: request / item / callback / None (返回值必须可迭代)
"""
pass
| (self, request: feapder.network.request.Request, response: feapder.network.response.Response, e: Exception) | [
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8,218 | feapder.core.spiders.air_spider | join |
重写线程的join
| def join(self, timeout=None):
"""
重写线程的join
"""
if not self._started.is_set():
return
super().join()
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] |
8,219 | feapder.core.base_parser | parse |
@summary: 默认的解析函数
---------
@param request:
@param response:
---------
@result:
| def parse(self, request: Request, response: Response):
"""
@summary: 默认的解析函数
---------
@param request:
@param response:
---------
@result:
"""
pass
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] |
8,220 | feapder.core.spiders.air_spider | run | null | def run(self):
self.start_callback()
for i in range(self._thread_count):
parser_control = AirSpiderParserControl(
memory_db=self._memory_db,
request_buffer=self._request_buffer,
item_buffer=self._item_buffer,
)
parser_control.add_parser(self)
parser_control.start()
self._parser_controls.append(parser_control)
self._item_buffer.start()
self.distribute_task()
while True:
try:
if self._stop_spider or self.all_thread_is_done():
# 停止 parser_controls
for parser_control in self._parser_controls:
parser_control.stop()
# 关闭item_buffer
self._item_buffer.stop()
# 关闭webdirver
Request.render_downloader and Request.render_downloader.close_all()
if self._stop_spider:
log.info("爬虫被终止")
else:
log.info("无任务，爬虫结束")
break
except Exception as e:
log.exception(e)
tools.delay_time(1) # 1秒钟检查一次爬虫状态
self.end_callback()
# 为了线程可重复start
self._started.clear()
# 关闭打点
metrics.close()
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] |
8,223 | feapder.utils.tail_thread | start |
解决python3.12 RuntimeError: cannot join thread before it is started的报错
| def start(self) -> None:
"""
解决python3.12 RuntimeError: cannot join thread before it is started的报错
"""
super().start()
if sys.version_info.minor >= 12 and sys.version_info.major >= 3:
for thread in threading.enumerate():
if (
thread.daemon
or thread is threading.current_thread()
or not thread.is_alive()
):
continue
thread.join()
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8,224 | feapder.core.base_parser | start_callback |
@summary: 程序开始的回调
---------
---------
@result: None
| def start_callback(self):
"""
@summary: 程序开始的回调
---------
---------
@result: None
"""
pass
| (self) | [
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8,225 | feapder.core.base_parser | start_requests |
@summary: 添加初始url
---------
---------
@result: yield Request()
| def start_requests(self):
"""
@summary: 添加初始url
---------
---------
@result: yield Request()
"""
pass
| (self) | [
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8,226 | feapder.core.spiders.air_spider | stop_spider | null | def stop_spider(self):
self._stop_spider = True
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8,227 | feapder.core.base_parser | validate |
@summary: 校验函数, 可用于校验response是否正确
若函数内抛出异常，则重试请求
若返回True 或 None，则进入解析函数
若返回False，则抛弃当前请求
可通过request.callback_name 区分不同的回调函数，编写不同的校验逻辑
---------
@param request:
@param response:
---------
@result: True / None / False
| def validate(self, request: Request, response: Response):
"""
@summary: 校验函数, 可用于校验response是否正确
若函数内抛出异常，则重试请求
若返回True 或 None，则进入解析函数
若返回False，则抛弃当前请求
可通过request.callback_name 区分不同的回调函数，编写不同的校验逻辑
---------
@param request:
@param response:
---------
@result: True / None / False
"""
pass
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8,228 | feapder.utils.custom_argparse | ArgumentParser | null | class ArgumentParser(argparse.ArgumentParser):
def __init__(self, *args, **kwargs):
self.functions = {}
super(ArgumentParser, self).__init__(*args, **kwargs)
def add_argument(self, *args, **kwargs):
function = kwargs.pop("function") if "function" in kwargs else None
key = self._get_optional_kwargs(*args, **kwargs).get("dest")
self.functions[key] = function
return super(ArgumentParser, self).add_argument(*args, **kwargs)
def start(self, args=None, namespace=None):
args = self.parse_args(args=args, namespace=namespace)
for key, value in vars(args).items(): # vars() 函数返回对象object的属性和属性值的字典对象
if value not in (None, False):
if callable(self.functions[key]):
if value != True:
if isinstance(value, list) and len(value) == 1:
value = value[0]
self.functions[key](value)
else:
self.functions[key]()
def run(self, args, values=None):
if args in self.functions:
if values:
self.functions[args](values)
else:
self.functions[args]()
else:
raise Exception(f"无此方法: {args}")
| (*args, **kwargs) | [
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8,229 | feapder.utils.custom_argparse | __init__ | null | def __init__(self, *args, **kwargs):
self.functions = {}
super(ArgumentParser, self).__init__(*args, **kwargs)
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] |
8,230 | argparse | __repr__ | null | def __repr__(self):
type_name = type(self).__name__
arg_strings = []
star_args = {}
for arg in self._get_args():
arg_strings.append(repr(arg))
for name, value in self._get_kwargs():
if name.isidentifier():
arg_strings.append('%s=%r' % (name, value))
else:
star_args[name] = value
if star_args:
arg_strings.append('**%s' % repr(star_args))
return '%s(%s)' % (type_name, ', '.join(arg_strings))
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8,231 | argparse | _add_action | null | def _add_action(self, action):
if action.option_strings:
self._optionals._add_action(action)
else:
self._positionals._add_action(action)
return action
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8,232 | argparse | _add_container_actions | null | def _add_container_actions(self, container):
# collect groups by titles
title_group_map = {}
for group in self._action_groups:
if group.title in title_group_map:
msg = _('cannot merge actions - two groups are named %r')
raise ValueError(msg % (group.title))
title_group_map[group.title] = group
# map each action to its group
group_map = {}
for group in container._action_groups:
# if a group with the title exists, use that, otherwise
# create a new group matching the container's group
if group.title not in title_group_map:
title_group_map[group.title] = self.add_argument_group(
title=group.title,
description=group.description,
conflict_handler=group.conflict_handler)
# map the actions to their new group
for action in group._group_actions:
group_map[action] = title_group_map[group.title]
# add container's mutually exclusive groups
# NOTE: if add_mutually_exclusive_group ever gains title= and
# description= then this code will need to be expanded as above
for group in container._mutually_exclusive_groups:
mutex_group = self.add_mutually_exclusive_group(
required=group.required)
# map the actions to their new mutex group
for action in group._group_actions:
group_map[action] = mutex_group
# add all actions to this container or their group
for action in container._actions:
group_map.get(action, self)._add_action(action)
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8,233 | argparse | _check_conflict | null | def _check_conflict(self, action):
# find all options that conflict with this option
confl_optionals = []
for option_string in action.option_strings:
if option_string in self._option_string_actions:
confl_optional = self._option_string_actions[option_string]
confl_optionals.append((option_string, confl_optional))
# resolve any conflicts
if confl_optionals:
conflict_handler = self._get_handler()
conflict_handler(action, confl_optionals)
| (self, action) | [
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8,234 | argparse | _check_value | null | def _check_value(self, action, value):
# converted value must be one of the choices (if specified)
if action.choices is not None and value not in action.choices:
args = {'value': value,
'choices': ', '.join(map(repr, action.choices))}
msg = _('invalid choice: %(value)r (choose from %(choices)s)')
raise ArgumentError(action, msg % args)
| (self, action, value) | [
0.02161807380616665,
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0.019480595365166664,
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] |
8,235 | argparse | _get_args | null | def _get_args(self):
return []
| (self) | [
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8,236 | argparse | _get_formatter | null | def _get_formatter(self):
return self.formatter_class(prog=self.prog)
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8,237 | argparse | _get_handler | null | def _get_handler(self):
# determine function from conflict handler string
handler_func_name = '_handle_conflict_%s' % self.conflict_handler
try:
return getattr(self, handler_func_name)
except AttributeError:
msg = _('invalid conflict_resolution value: %r')
raise ValueError(msg % self.conflict_handler)
| (self) | [
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] |
8,238 | argparse | _get_kwargs | null | def _get_kwargs(self):
names = [
'prog',
'usage',
'description',
'formatter_class',
'conflict_handler',
'add_help',
]
return [(name, getattr(self, name)) for name in names]
| (self) | [
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8,239 | argparse | _get_nargs_pattern | null | def _get_nargs_pattern(self, action):
# in all examples below, we have to allow for '--' args
# which are represented as '-' in the pattern
nargs = action.nargs
# the default (None) is assumed to be a single argument
if nargs is None:
nargs_pattern = '(-*A-*)'
# allow zero or one arguments
elif nargs == OPTIONAL:
nargs_pattern = '(-*A?-*)'
# allow zero or more arguments
elif nargs == ZERO_OR_MORE:
nargs_pattern = '(-*[A-]*)'
# allow one or more arguments
elif nargs == ONE_OR_MORE:
nargs_pattern = '(-*A[A-]*)'
# allow any number of options or arguments
elif nargs == REMAINDER:
nargs_pattern = '([-AO]*)'
# allow one argument followed by any number of options or arguments
elif nargs == PARSER:
nargs_pattern = '(-*A[-AO]*)'
# suppress action, like nargs=0
elif nargs == SUPPRESS:
nargs_pattern = '(-*-*)'
# all others should be integers
else:
nargs_pattern = '(-*%s-*)' % '-*'.join('A' * nargs)
# if this is an optional action, -- is not allowed
if action.option_strings:
nargs_pattern = nargs_pattern.replace('-*', '')
nargs_pattern = nargs_pattern.replace('-', '')
# return the pattern
return nargs_pattern
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8,240 | argparse | _get_option_tuples | null | def _get_option_tuples(self, option_string):
result = []
# option strings starting with two prefix characters are only
# split at the '='
chars = self.prefix_chars
if option_string[0] in chars and option_string[1] in chars:
if self.allow_abbrev:
if '=' in option_string:
option_prefix, explicit_arg = option_string.split('=', 1)
else:
option_prefix = option_string
explicit_arg = None
for option_string in self._option_string_actions:
if option_string.startswith(option_prefix):
action = self._option_string_actions[option_string]
tup = action, option_string, explicit_arg
result.append(tup)
# single character options can be concatenated with their arguments
# but multiple character options always have to have their argument
# separate
elif option_string[0] in chars and option_string[1] not in chars:
option_prefix = option_string
explicit_arg = None
short_option_prefix = option_string[:2]
short_explicit_arg = option_string[2:]
for option_string in self._option_string_actions:
if option_string == short_option_prefix:
action = self._option_string_actions[option_string]
tup = action, option_string, short_explicit_arg
result.append(tup)
elif option_string.startswith(option_prefix):
action = self._option_string_actions[option_string]
tup = action, option_string, explicit_arg
result.append(tup)
# shouldn't ever get here
else:
self.error(_('unexpected option string: %s') % option_string)
# return the collected option tuples
return result
| (self, option_string) | [
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8,241 | argparse | _get_optional_actions | null | def _get_optional_actions(self):
return [action
for action in self._actions
if action.option_strings]
| (self) | [
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8,242 | argparse | _get_optional_kwargs | null | def _get_optional_kwargs(self, *args, **kwargs):
# determine short and long option strings
option_strings = []
long_option_strings = []
for option_string in args:
# error on strings that don't start with an appropriate prefix
if not option_string[0] in self.prefix_chars:
args = {'option': option_string,
'prefix_chars': self.prefix_chars}
msg = _('invalid option string %(option)r: '
'must start with a character %(prefix_chars)r')
raise ValueError(msg % args)
# strings starting with two prefix characters are long options
option_strings.append(option_string)
if len(option_string) > 1 and option_string[1] in self.prefix_chars:
long_option_strings.append(option_string)
# infer destination, '--foo-bar' -> 'foo_bar' and '-x' -> 'x'
dest = kwargs.pop('dest', None)
if dest is None:
if long_option_strings:
dest_option_string = long_option_strings[0]
else:
dest_option_string = option_strings[0]
dest = dest_option_string.lstrip(self.prefix_chars)
if not dest:
msg = _('dest= is required for options like %r')
raise ValueError(msg % option_string)
dest = dest.replace('-', '_')
# return the updated keyword arguments
return dict(kwargs, dest=dest, option_strings=option_strings)
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8,243 | argparse | _get_positional_actions | null | def _get_positional_actions(self):
return [action
for action in self._actions
if not action.option_strings]
| (self) | [
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8,244 | argparse | _get_positional_kwargs | null | def _get_positional_kwargs(self, dest, **kwargs):
# make sure required is not specified
if 'required' in kwargs:
msg = _("'required' is an invalid argument for positionals")
raise TypeError(msg)
# mark positional arguments as required if at least one is
# always required
if kwargs.get('nargs') not in [OPTIONAL, ZERO_OR_MORE]:
kwargs['required'] = True
if kwargs.get('nargs') == ZERO_OR_MORE and 'default' not in kwargs:
kwargs['required'] = True
# return the keyword arguments with no option strings
return dict(kwargs, dest=dest, option_strings=[])
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8,245 | argparse | _get_value | null | def _get_value(self, action, arg_string):
type_func = self._registry_get('type', action.type, action.type)
if not callable(type_func):
msg = _('%r is not callable')
raise ArgumentError(action, msg % type_func)
# convert the value to the appropriate type
try:
result = type_func(arg_string)
# ArgumentTypeErrors indicate errors
except ArgumentTypeError:
name = getattr(action.type, '__name__', repr(action.type))
msg = str(_sys.exc_info()[1])
raise ArgumentError(action, msg)
# TypeErrors or ValueErrors also indicate errors
except (TypeError, ValueError):
name = getattr(action.type, '__name__', repr(action.type))
args = {'type': name, 'value': arg_string}
msg = _('invalid %(type)s value: %(value)r')
raise ArgumentError(action, msg % args)
# return the converted value
return result
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] |
8,246 | argparse | _get_values | null | def _get_values(self, action, arg_strings):
# for everything but PARSER, REMAINDER args, strip out first '--'
if action.nargs not in [PARSER, REMAINDER]:
try:
arg_strings.remove('--')
except ValueError:
pass
# optional argument produces a default when not present
if not arg_strings and action.nargs == OPTIONAL:
if action.option_strings:
value = action.const
else:
value = action.default
if isinstance(value, str):
value = self._get_value(action, value)
self._check_value(action, value)
# when nargs='*' on a positional, if there were no command-line
# args, use the default if it is anything other than None
elif (not arg_strings and action.nargs == ZERO_OR_MORE and
not action.option_strings):
if action.default is not None:
value = action.default
else:
value = arg_strings
self._check_value(action, value)
# single argument or optional argument produces a single value
elif len(arg_strings) == 1 and action.nargs in [None, OPTIONAL]:
arg_string, = arg_strings
value = self._get_value(action, arg_string)
self._check_value(action, value)
# REMAINDER arguments convert all values, checking none
elif action.nargs == REMAINDER:
value = [self._get_value(action, v) for v in arg_strings]
# PARSER arguments convert all values, but check only the first
elif action.nargs == PARSER:
value = [self._get_value(action, v) for v in arg_strings]
self._check_value(action, value[0])
# SUPPRESS argument does not put anything in the namespace
elif action.nargs == SUPPRESS:
value = SUPPRESS
# all other types of nargs produce a list
else:
value = [self._get_value(action, v) for v in arg_strings]
for v in value:
self._check_value(action, v)
# return the converted value
return value
| (self, action, arg_strings) | [
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] |
8,247 | argparse | _handle_conflict_error | null | def _handle_conflict_error(self, action, conflicting_actions):
message = ngettext('conflicting option string: %s',
'conflicting option strings: %s',
len(conflicting_actions))
conflict_string = ', '.join([option_string
for option_string, action
in conflicting_actions])
raise ArgumentError(action, message % conflict_string)
| (self, action, conflicting_actions) | [
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8,248 | argparse | _handle_conflict_resolve | null | def _handle_conflict_resolve(self, action, conflicting_actions):
# remove all conflicting options
for option_string, action in conflicting_actions:
# remove the conflicting option
action.option_strings.remove(option_string)
self._option_string_actions.pop(option_string, None)
# if the option now has no option string, remove it from the
# container holding it
if not action.option_strings:
action.container._remove_action(action)
| (self, action, conflicting_actions) | [
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8,249 | argparse | _match_argument | null | def _match_argument(self, action, arg_strings_pattern):
# match the pattern for this action to the arg strings
nargs_pattern = self._get_nargs_pattern(action)
match = _re.match(nargs_pattern, arg_strings_pattern)
# raise an exception if we weren't able to find a match
if match is None:
nargs_errors = {
None: _('expected one argument'),
OPTIONAL: _('expected at most one argument'),
ONE_OR_MORE: _('expected at least one argument'),
}
msg = nargs_errors.get(action.nargs)
if msg is None:
msg = ngettext('expected %s argument',
'expected %s arguments',
action.nargs) % action.nargs
raise ArgumentError(action, msg)
# return the number of arguments matched
return len(match.group(1))
| (self, action, arg_strings_pattern) | [
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8,250 | argparse | _match_arguments_partial | null | def _match_arguments_partial(self, actions, arg_strings_pattern):
# progressively shorten the actions list by slicing off the
# final actions until we find a match
result = []
for i in range(len(actions), 0, -1):
actions_slice = actions[:i]
pattern = ''.join([self._get_nargs_pattern(action)
for action in actions_slice])
match = _re.match(pattern, arg_strings_pattern)
if match is not None:
result.extend([len(string) for string in match.groups()])
break
# return the list of arg string counts
return result
| (self, actions, arg_strings_pattern) | [
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] |
8,251 | argparse | _parse_known_args | null | def _parse_known_args(self, arg_strings, namespace):
# replace arg strings that are file references
if self.fromfile_prefix_chars is not None:
arg_strings = self._read_args_from_files(arg_strings)
# map all mutually exclusive arguments to the other arguments
# they can't occur with
action_conflicts = {}
for mutex_group in self._mutually_exclusive_groups:
group_actions = mutex_group._group_actions
for i, mutex_action in enumerate(mutex_group._group_actions):
conflicts = action_conflicts.setdefault(mutex_action, [])
conflicts.extend(group_actions[:i])
conflicts.extend(group_actions[i + 1:])
# find all option indices, and determine the arg_string_pattern
# which has an 'O' if there is an option at an index,
# an 'A' if there is an argument, or a '-' if there is a '--'
option_string_indices = {}
arg_string_pattern_parts = []
arg_strings_iter = iter(arg_strings)
for i, arg_string in enumerate(arg_strings_iter):
# all args after -- are non-options
if arg_string == '--':
arg_string_pattern_parts.append('-')
for arg_string in arg_strings_iter:
arg_string_pattern_parts.append('A')
# otherwise, add the arg to the arg strings
# and note the index if it was an option
else:
option_tuple = self._parse_optional(arg_string)
if option_tuple is None:
pattern = 'A'
else:
option_string_indices[i] = option_tuple
pattern = 'O'
arg_string_pattern_parts.append(pattern)
# join the pieces together to form the pattern
arg_strings_pattern = ''.join(arg_string_pattern_parts)
# converts arg strings to the appropriate and then takes the action
seen_actions = set()
seen_non_default_actions = set()
def take_action(action, argument_strings, option_string=None):
seen_actions.add(action)
argument_values = self._get_values(action, argument_strings)
# error if this argument is not allowed with other previously
# seen arguments, assuming that actions that use the default
# value don't really count as "present"
if argument_values is not action.default:
seen_non_default_actions.add(action)
for conflict_action in action_conflicts.get(action, []):
if conflict_action in seen_non_default_actions:
msg = _('not allowed with argument %s')
action_name = _get_action_name(conflict_action)
raise ArgumentError(action, msg % action_name)
# take the action if we didn't receive a SUPPRESS value
# (e.g. from a default)
if argument_values is not SUPPRESS:
action(self, namespace, argument_values, option_string)
# function to convert arg_strings into an optional action
def consume_optional(start_index):
# get the optional identified at this index
option_tuple = option_string_indices[start_index]
action, option_string, explicit_arg = option_tuple
# identify additional optionals in the same arg string
# (e.g. -xyz is the same as -x -y -z if no args are required)
match_argument = self._match_argument
action_tuples = []
while True:
# if we found no optional action, skip it
if action is None:
extras.append(arg_strings[start_index])
return start_index + 1
# if there is an explicit argument, try to match the
# optional's string arguments to only this
if explicit_arg is not None:
arg_count = match_argument(action, 'A')
# if the action is a single-dash option and takes no
# arguments, try to parse more single-dash options out
# of the tail of the option string
chars = self.prefix_chars
if (
arg_count == 0
and option_string[1] not in chars
and explicit_arg != ''
):
action_tuples.append((action, [], option_string))
char = option_string[0]
option_string = char + explicit_arg[0]
new_explicit_arg = explicit_arg[1:] or None
optionals_map = self._option_string_actions
if option_string in optionals_map:
action = optionals_map[option_string]
explicit_arg = new_explicit_arg
else:
msg = _('ignored explicit argument %r')
raise ArgumentError(action, msg % explicit_arg)
# if the action expect exactly one argument, we've
# successfully matched the option; exit the loop
elif arg_count == 1:
stop = start_index + 1
args = [explicit_arg]
action_tuples.append((action, args, option_string))
break
# error if a double-dash option did not use the
# explicit argument
else:
msg = _('ignored explicit argument %r')
raise ArgumentError(action, msg % explicit_arg)
# if there is no explicit argument, try to match the
# optional's string arguments with the following strings
# if successful, exit the loop
else:
start = start_index + 1
selected_patterns = arg_strings_pattern[start:]
arg_count = match_argument(action, selected_patterns)
stop = start + arg_count
args = arg_strings[start:stop]
action_tuples.append((action, args, option_string))
break
# add the Optional to the list and return the index at which
# the Optional's string args stopped
assert action_tuples
for action, args, option_string in action_tuples:
take_action(action, args, option_string)
return stop
# the list of Positionals left to be parsed; this is modified
# by consume_positionals()
positionals = self._get_positional_actions()
# function to convert arg_strings into positional actions
def consume_positionals(start_index):
# match as many Positionals as possible
match_partial = self._match_arguments_partial
selected_pattern = arg_strings_pattern[start_index:]
arg_counts = match_partial(positionals, selected_pattern)
# slice off the appropriate arg strings for each Positional
# and add the Positional and its args to the list
for action, arg_count in zip(positionals, arg_counts):
args = arg_strings[start_index: start_index + arg_count]
start_index += arg_count
take_action(action, args)
# slice off the Positionals that we just parsed and return the
# index at which the Positionals' string args stopped
positionals[:] = positionals[len(arg_counts):]
return start_index
# consume Positionals and Optionals alternately, until we have
# passed the last option string
extras = []
start_index = 0
if option_string_indices:
max_option_string_index = max(option_string_indices)
else:
max_option_string_index = -1
while start_index <= max_option_string_index:
# consume any Positionals preceding the next option
next_option_string_index = min([
index
for index in option_string_indices
if index >= start_index])
if start_index != next_option_string_index:
positionals_end_index = consume_positionals(start_index)
# only try to parse the next optional if we didn't consume
# the option string during the positionals parsing
if positionals_end_index > start_index:
start_index = positionals_end_index
continue
| (self, arg_strings, namespace) | [
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] |
8,252 | argparse | _parse_optional | null | def _parse_optional(self, arg_string):
# if it's an empty string, it was meant to be a positional
if not arg_string:
return None
# if it doesn't start with a prefix, it was meant to be positional
if not arg_string[0] in self.prefix_chars:
return None
# if the option string is present in the parser, return the action
if arg_string in self._option_string_actions:
action = self._option_string_actions[arg_string]
return action, arg_string, None
# if it's just a single character, it was meant to be positional
if len(arg_string) == 1:
return None
# if the option string before the "=" is present, return the action
if '=' in arg_string:
option_string, explicit_arg = arg_string.split('=', 1)
if option_string in self._option_string_actions:
action = self._option_string_actions[option_string]
return action, option_string, explicit_arg
# search through all possible prefixes of the option string
# and all actions in the parser for possible interpretations
option_tuples = self._get_option_tuples(arg_string)
# if multiple actions match, the option string was ambiguous
if len(option_tuples) > 1:
options = ', '.join([option_string
for action, option_string, explicit_arg in option_tuples])
args = {'option': arg_string, 'matches': options}
msg = _('ambiguous option: %(option)s could match %(matches)s')
self.error(msg % args)
# if exactly one action matched, this segmentation is good,
# so return the parsed action
elif len(option_tuples) == 1:
option_tuple, = option_tuples
return option_tuple
# if it was not found as an option, but it looks like a negative
# number, it was meant to be positional
# unless there are negative-number-like options
if self._negative_number_matcher.match(arg_string):
if not self._has_negative_number_optionals:
return None
# if it contains a space, it was meant to be a positional
if ' ' in arg_string:
return None
# it was meant to be an optional but there is no such option
# in this parser (though it might be a valid option in a subparser)
return None, arg_string, None
| (self, arg_string) | [
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8,253 | argparse | _pop_action_class | null | def _pop_action_class(self, kwargs, default=None):
action = kwargs.pop('action', default)
return self._registry_get('action', action, action)
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8,254 | argparse | _print_message | null | def _print_message(self, message, file=None):
if message:
if file is None:
file = _sys.stderr
file.write(message)
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8,255 | argparse | _read_args_from_files | null | def _read_args_from_files(self, arg_strings):
# expand arguments referencing files
new_arg_strings = []
for arg_string in arg_strings:
# for regular arguments, just add them back into the list
if not arg_string or arg_string[0] not in self.fromfile_prefix_chars:
new_arg_strings.append(arg_string)
# replace arguments referencing files with the file content
else:
try:
with open(arg_string[1:]) as args_file:
arg_strings = []
for arg_line in args_file.read().splitlines():
for arg in self.convert_arg_line_to_args(arg_line):
arg_strings.append(arg)
arg_strings = self._read_args_from_files(arg_strings)
new_arg_strings.extend(arg_strings)
except OSError:
err = _sys.exc_info()[1]
self.error(str(err))
# return the modified argument list
return new_arg_strings
| (self, arg_strings) | [
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8,256 | argparse | _registry_get | null | def _registry_get(self, registry_name, value, default=None):
return self._registries[registry_name].get(value, default)
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8,257 | argparse | _remove_action | null | def _remove_action(self, action):
self._actions.remove(action)
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8,258 | feapder.utils.custom_argparse | add_argument | null | def add_argument(self, *args, **kwargs):
function = kwargs.pop("function") if "function" in kwargs else None
key = self._get_optional_kwargs(*args, **kwargs).get("dest")
self.functions[key] = function
return super(ArgumentParser, self).add_argument(*args, **kwargs)
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8,259 | argparse | add_argument_group | null | def add_argument_group(self, *args, **kwargs):
group = _ArgumentGroup(self, *args, **kwargs)
self._action_groups.append(group)
return group
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8,260 | argparse | add_mutually_exclusive_group | null | def add_mutually_exclusive_group(self, **kwargs):
group = _MutuallyExclusiveGroup(self, **kwargs)
self._mutually_exclusive_groups.append(group)
return group
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8,261 | argparse | add_subparsers | null | def add_subparsers(self, **kwargs):
if self._subparsers is not None:
self.error(_('cannot have multiple subparser arguments'))
# add the parser class to the arguments if it's not present
kwargs.setdefault('parser_class', type(self))
if 'title' in kwargs or 'description' in kwargs:
title = _(kwargs.pop('title', 'subcommands'))
description = _(kwargs.pop('description', None))
self._subparsers = self.add_argument_group(title, description)
else:
self._subparsers = self._positionals
# prog defaults to the usage message of this parser, skipping
# optional arguments and with no "usage:" prefix
if kwargs.get('prog') is None:
formatter = self._get_formatter()
positionals = self._get_positional_actions()
groups = self._mutually_exclusive_groups
formatter.add_usage(self.usage, positionals, groups, '')
kwargs['prog'] = formatter.format_help().strip()
# create the parsers action and add it to the positionals list
parsers_class = self._pop_action_class(kwargs, 'parsers')
action = parsers_class(option_strings=[], **kwargs)
self._subparsers._add_action(action)
# return the created parsers action
return action
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] |
8,262 | argparse | convert_arg_line_to_args | null | def convert_arg_line_to_args(self, arg_line):
return [arg_line]
| (self, arg_line) | [
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] |
8,263 | argparse | error | error(message: string)
Prints a usage message incorporating the message to stderr and
exits.
If you override this in a subclass, it should not return -- it
should either exit or raise an exception.
| def error(self, message):
"""error(message: string)
Prints a usage message incorporating the message to stderr and
exits.
If you override this in a subclass, it should not return -- it
should either exit or raise an exception.
"""
self.print_usage(_sys.stderr)
args = {'prog': self.prog, 'message': message}
self.exit(2, _('%(prog)s: error: %(message)s\n') % args)
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8,264 | argparse | exit | null | def exit(self, status=0, message=None):
if message:
self._print_message(message, _sys.stderr)
_sys.exit(status)
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8,265 | argparse | format_help | null | def format_help(self):
formatter = self._get_formatter()
# usage
formatter.add_usage(self.usage, self._actions,
self._mutually_exclusive_groups)
# description
formatter.add_text(self.description)
# positionals, optionals and user-defined groups
for action_group in self._action_groups:
formatter.start_section(action_group.title)
formatter.add_text(action_group.description)
formatter.add_arguments(action_group._group_actions)
formatter.end_section()
# epilog
formatter.add_text(self.epilog)
# determine help from format above
return formatter.format_help()
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8,266 | argparse | format_usage | null | def format_usage(self):
formatter = self._get_formatter()
formatter.add_usage(self.usage, self._actions,
self._mutually_exclusive_groups)
return formatter.format_help()
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0.009969238191843033
] |
8,267 | argparse | get_default | null | def get_default(self, dest):
for action in self._actions:
if action.dest == dest and action.default is not None:
return action.default
return self._defaults.get(dest, None)
| (self, dest) | [
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8,268 | argparse | parse_args | null | def parse_args(self, args=None, namespace=None):
args, argv = self.parse_known_args(args, namespace)
if argv:
msg = _('unrecognized arguments: %s')
self.error(msg % ' '.join(argv))
return args
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] |
8,269 | argparse | parse_intermixed_args | null | def parse_intermixed_args(self, args=None, namespace=None):
args, argv = self.parse_known_intermixed_args(args, namespace)
if argv:
msg = _('unrecognized arguments: %s')
self.error(msg % ' '.join(argv))
return args
| (self, args=None, namespace=None) | [
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8,270 | argparse | parse_known_args | null | def parse_known_args(self, args=None, namespace=None):
if args is None:
# args default to the system args
args = _sys.argv[1:]
else:
# make sure that args are mutable
args = list(args)
# default Namespace built from parser defaults
if namespace is None:
namespace = Namespace()
# add any action defaults that aren't present
for action in self._actions:
if action.dest is not SUPPRESS:
if not hasattr(namespace, action.dest):
if action.default is not SUPPRESS:
setattr(namespace, action.dest, action.default)
# add any parser defaults that aren't present
for dest in self._defaults:
if not hasattr(namespace, dest):
setattr(namespace, dest, self._defaults[dest])
# parse the arguments and exit if there are any errors
if self.exit_on_error:
try:
namespace, args = self._parse_known_args(args, namespace)
except ArgumentError:
err = _sys.exc_info()[1]
self.error(str(err))
else:
namespace, args = self._parse_known_args(args, namespace)
if hasattr(namespace, _UNRECOGNIZED_ARGS_ATTR):
args.extend(getattr(namespace, _UNRECOGNIZED_ARGS_ATTR))
delattr(namespace, _UNRECOGNIZED_ARGS_ATTR)
return namespace, args
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] |
8,271 | argparse | parse_known_intermixed_args | null | def parse_known_intermixed_args(self, args=None, namespace=None):
# returns a namespace and list of extras
#
# positional can be freely intermixed with optionals. optionals are
# first parsed with all positional arguments deactivated. The 'extras'
# are then parsed. If the parser definition is incompatible with the
# intermixed assumptions (e.g. use of REMAINDER, subparsers) a
# TypeError is raised.
#
# positionals are 'deactivated' by setting nargs and default to
# SUPPRESS. This blocks the addition of that positional to the
# namespace
positionals = self._get_positional_actions()
a = [action for action in positionals
if action.nargs in [PARSER, REMAINDER]]
if a:
raise TypeError('parse_intermixed_args: positional arg'
' with nargs=%s'%a[0].nargs)
if [action.dest for group in self._mutually_exclusive_groups
for action in group._group_actions if action in positionals]:
raise TypeError('parse_intermixed_args: positional in'
' mutuallyExclusiveGroup')
try:
save_usage = self.usage
try:
if self.usage is None:
# capture the full usage for use in error messages
self.usage = self.format_usage()[7:]
for action in positionals:
# deactivate positionals
action.save_nargs = action.nargs
# action.nargs = 0
action.nargs = SUPPRESS
action.save_default = action.default
action.default = SUPPRESS
namespace, remaining_args = self.parse_known_args(args,
namespace)
for action in positionals:
# remove the empty positional values from namespace
if (hasattr(namespace, action.dest)
and getattr(namespace, action.dest)==[]):
from warnings import warn
warn('Do not expect %s in %s' % (action.dest, namespace))
delattr(namespace, action.dest)
finally:
# restore nargs and usage before exiting
for action in positionals:
action.nargs = action.save_nargs
action.default = action.save_default
optionals = self._get_optional_actions()
try:
# parse positionals. optionals aren't normally required, but
# they could be, so make sure they aren't.
for action in optionals:
action.save_required = action.required
action.required = False
for group in self._mutually_exclusive_groups:
group.save_required = group.required
group.required = False
namespace, extras = self.parse_known_args(remaining_args,
namespace)
finally:
# restore parser values before exiting
for action in optionals:
action.required = action.save_required
for group in self._mutually_exclusive_groups:
group.required = group.save_required
finally:
self.usage = save_usage
return namespace, extras
| (self, args=None, namespace=None) | [
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8,272 | argparse | print_help | null | def print_help(self, file=None):
if file is None:
file = _sys.stdout
self._print_message(self.format_help(), file)
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] |
8,273 | argparse | print_usage | null | def print_usage(self, file=None):
if file is None:
file = _sys.stdout
self._print_message(self.format_usage(), file)
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8,274 | argparse | register | null | def register(self, registry_name, value, object):
registry = self._registries.setdefault(registry_name, {})
registry[value] = object
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8,275 | feapder.utils.custom_argparse | run | null | def run(self, args, values=None):
if args in self.functions:
if values:
self.functions[args](values)
else:
self.functions[args]()
else:
raise Exception(f"无此方法: {args}")
| (self, args, values=None) | [
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8,276 | argparse | set_defaults | null | def set_defaults(self, **kwargs):
self._defaults.update(kwargs)
# if these defaults match any existing arguments, replace
# the previous default on the object with the new one
for action in self._actions:
if action.dest in kwargs:
action.default = kwargs[action.dest]
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8,277 | feapder.utils.custom_argparse | start | null | def start(self, args=None, namespace=None):
args = self.parse_args(args=args, namespace=namespace)
for key, value in vars(args).items(): # vars() 函数返回对象object的属性和属性值的字典对象
if value not in (None, False):
if callable(self.functions[key]):
if value != True:
if isinstance(value, list) and len(value) == 1:
value = value[0]
self.functions[key](value)
else:
self.functions[key]()
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8,278 | feapder.core.base_parser | BaseParser | null | class BaseParser(object):
def start_requests(self):
"""
@summary: 添加初始url
---------
---------
@result: yield Request()
"""
pass
def download_midware(self, request: Request):
"""
@summary: 下载中间件 可修改请求的一些参数, 或可自定义下载，然后返回 request, response
---------
@param request:
---------
@result: return request / request, response
"""
pass
def validate(self, request: Request, response: Response):
"""
@summary: 校验函数, 可用于校验response是否正确
若函数内抛出异常，则重试请求
若返回True 或 None，则进入解析函数
若返回False，则抛弃当前请求
可通过request.callback_name 区分不同的回调函数，编写不同的校验逻辑
---------
@param request:
@param response:
---------
@result: True / None / False
"""
pass
def parse(self, request: Request, response: Response):
"""
@summary: 默认的解析函数
---------
@param request:
@param response:
---------
@result:
"""
pass
def exception_request(self, request: Request, response: Response, e: Exception):
"""
@summary: 请求或者parser里解析出异常的request
---------
@param request:
@param response:
@param e: 异常
---------
@result: request / callback / None (返回值必须可迭代)
"""
pass
def failed_request(self, request: Request, response: Response, e: Exception):
"""
@summary: 超过最大重试次数的request
可返回修改后的request 若不返回request，则将传进来的request直接人redis的failed表。否则将修改后的request入failed表
---------
@param request:
@param response:
@param e: 异常
---------
@result: request / item / callback / None (返回值必须可迭代)
"""
pass
def start_callback(self):
"""
@summary: 程序开始的回调
---------
---------
@result: None
"""
pass
def end_callback(self):
"""
@summary: 程序结束的回调
---------
---------
@result: None
"""
pass
@property
def name(self):
return self.__class__.__name__
def close(self):
pass
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] |
8,288 | feapder.core.base_parser | BatchParser |
@summary: 批次爬虫模版
---------
| class BatchParser(TaskParser):
"""
@summary: 批次爬虫模版
---------
"""
def __init__(
self, task_table, batch_record_table, task_state, date_format, mysqldb=None
):
super(BatchParser, self).__init__(
task_table=task_table, task_state=task_state, mysqldb=mysqldb
)
self._batch_record_table = batch_record_table # mysql 中的批次记录表
self._date_format = date_format # 批次日期格式
@property
def batch_date(self):
"""
@summary: 获取批次时间
---------
---------
@result:
"""
batch_date = os.environ.get("batch_date")
if not batch_date:
sql = 'select date_format(batch_date, "{date_format}") from {batch_record_table} order by id desc limit 1'.format(
date_format=self._date_format.replace(":%M", ":%i"),
batch_record_table=self._batch_record_table,
)
batch_info = MysqlDB().find(sql) # (('2018-08-19'),)
if batch_info:
os.environ["batch_date"] = batch_date = batch_info[0][0]
else:
log.error("需先运行 start_monitor_task()")
os._exit(137) # 使退出码为35072 方便爬虫管理器重启
return batch_date
| (task_table, batch_record_table, task_state, date_format, mysqldb=None) | [
0.024095792323350906,
-0.008507953956723213,
-0.09482019394636154,
0.0394463911652565,
0.005102911964058876,
-0.019109172746539116,
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0.029956931248307228,
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-0.0011169888311997056,
0.011210590600967407,
-0.010912882164120674,
-0.010010452941060066,
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8,289 | feapder.core.base_parser | __init__ | null | def __init__(
self, task_table, batch_record_table, task_state, date_format, mysqldb=None
):
super(BatchParser, self).__init__(
task_table=task_table, task_state=task_state, mysqldb=mysqldb
)
self._batch_record_table = batch_record_table # mysql 中的批次记录表
self._date_format = date_format # 批次日期格式
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8,290 | feapder.core.base_parser | add_task |
@summary: 添加任务, 每次启动start_monitor 都会调用，且在init_task之前调用
---------
---------
@result:
| def add_task(self):
"""
@summary: 添加任务, 每次启动start_monitor 都会调用，且在init_task之前调用
---------
---------
@result:
"""
| (self) | [
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8,298 | feapder.core.base_parser | start_requests |
@summary:
---------
@param task: 任务信息 list
---------
@result:
| def start_requests(self, task: PerfectDict):
"""
@summary:
---------
@param task: 任务信息 list
---------
@result:
"""
| (self, task: feapder.utils.perfect_dict.PerfectDict) | [
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] |
8,299 | feapder.core.base_parser | update_task_state |
@summary: 更新任务表中任务状态，做完每个任务时代码逻辑中要主动调用。可能会重写
调用方法为 yield lambda : self.update_task_state(task_id, state)
---------
@param task_id:
@param state:
---------
@result:
| def update_task_state(self, task_id, state=1, **kwargs):
"""
@summary: 更新任务表中任务状态，做完每个任务时代码逻辑中要主动调用。可能会重写
调用方法为 yield lambda : self.update_task_state(task_id, state)
---------
@param task_id:
@param state:
---------
@result:
"""
kwargs["id"] = task_id
kwargs[self._task_state] = state
sql = tools.make_update_sql(
self._task_table, kwargs, condition="id = {task_id}".format(task_id=task_id)
)
if self._mysqldb.update(sql):
log.debug("置任务%s状态成功" % task_id)
else:
log.error("置任务%s状态失败 sql=%s" % (task_id, sql))
| (self, task_id, state=1, **kwargs) | [
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8,300 | feapder.core.base_parser | update_task_batch |
批量更新任务 多处调用，更新的字段必须一致
注意：需要 写成 yield update_task_batch(...) 否则不会更新
@param task_id:
@param state:
@param kwargs:
@return:
| def update_task_batch(self, task_id, state=1, **kwargs):
"""
批量更新任务 多处调用，更新的字段必须一致
注意：需要 写成 yield update_task_batch(...) 否则不会更新
@param task_id:
@param state:
@param kwargs:
@return:
"""
kwargs["id"] = task_id
kwargs[self._task_state] = state
update_item = UpdateItem(**kwargs)
update_item.table_name = self._task_table
update_item.name_underline = self._task_table + "_item"
return update_item
| (self, task_id, state=1, **kwargs) | [
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8,303 | feapder.core.spiders.batch_spider | BatchSpider | null | class BatchSpider(BatchParser, Scheduler):
def __init__(
self,
task_table,
batch_record_table,
batch_name,
batch_interval,
task_keys,
task_state="state",
min_task_count=10000,
check_task_interval=5,
task_limit=10000,
related_redis_key=None,
related_batch_record=None,
task_condition="",
task_order_by="",
redis_key=None,
thread_count=None,
begin_callback=None,
end_callback=None,
delete_keys=(),
keep_alive=None,
auto_start_next_batch=True,
**kwargs,
):
"""
@summary: 批次爬虫
必要条件
1、需有任务表
任务表中必须有id 及 任务状态字段 如 state。如指定parser_name字段，则任务会自动下发到对应的parser下, 否则会下发到所有的parser下。其他字段可根据爬虫需要的参数自行扩充
参考建表语句如下：
CREATE TABLE `table_name` (
`id` int(11) NOT NULL AUTO_INCREMENT,
`param` varchar(1000) DEFAULT NULL COMMENT '爬虫需要的抓取数据需要的参数',
`state` int(11) DEFAULT NULL COMMENT '任务状态',
`parser_name` varchar(255) DEFAULT NULL COMMENT '任务解析器的脚本类名',
PRIMARY KEY (`id`),
UNIQUE KEY `nui` (`param`) USING BTREE
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8;
2、需有批次记录表 不存在自动创建
---------
@param task_table: mysql中的任务表
@param batch_record_table: mysql 中的批次记录表
@param batch_name: 批次采集程序名称
@param batch_interval: 批次间隔 天为单位。 如想一小时一批次，可写成1/24
@param task_keys: 需要获取的任务字段 列表 [] 如需指定解析的parser，则需将parser_name字段取出来。
@param task_state: mysql中任务表的任务状态字段
@param min_task_count: redis 中最少任务数, 少于这个数量会从mysql的任务表取任务
@param check_task_interval: 检查是否还有任务的时间间隔；
@param task_limit: 从数据库中取任务的数量
@param redis_key: 任务等数据存放在redis中的key前缀
@param thread_count: 线程数，默认为配置文件中的线程数
@param begin_callback: 爬虫开始回调函数
@param end_callback: 爬虫结束回调函数
@param delete_keys: 爬虫启动时删除的key，类型: 元组/bool/string。 支持正则; 常用于清空任务队列，否则重启时会断点续爬
@param keep_alive: 爬虫是否常驻，默认否
@param auto_start_next_batch: 本批次结束后，且下一批次时间已到达时，是否自动启动下一批次，默认是
@param related_redis_key: 有关联的其他爬虫任务表（redis）注意：要避免环路 如 A -> B & B -> A 。
@param related_batch_record: 有关联的其他爬虫批次表（mysql）注意：要避免环路 如 A -> B & B -> A 。
related_redis_key 与 related_batch_record 选其一配置即可；用于相关联的爬虫没结束时，本爬虫也不结束
若相关连的爬虫为批次爬虫，推荐以related_batch_record配置，
若相关连的爬虫为普通爬虫，无批次表，可以以related_redis_key配置
@param task_condition: 任务条件 用于从一个大任务表中挑选出数据自己爬虫的任务，即where后的条件语句
@param task_order_by: 取任务时的排序条件 如 id desc
---------
@result:
"""
Scheduler.__init__(
self,
redis_key=redis_key,
thread_count=thread_count,
begin_callback=begin_callback,
end_callback=end_callback,
delete_keys=delete_keys,
keep_alive=keep_alive,
auto_start_requests=False,
batch_interval=batch_interval,
task_table=task_table,
**kwargs,
)
self._redisdb = RedisDB()
self._mysqldb = MysqlDB()
self._task_table = task_table # mysql中的任务表
self._batch_record_table = batch_record_table # mysql 中的批次记录表
self._batch_name = batch_name # 批次采集程序名称
self._task_keys = task_keys # 需要获取的任务字段
self._task_state = task_state # mysql中任务表的state字段名
self._min_task_count = min_task_count # redis 中最少任务数
self._check_task_interval = check_task_interval
self._task_limit = task_limit # mysql中一次取的任务数量
self._related_task_tables = [
setting.TAB_REQUESTS.format(redis_key=redis_key)
] # 自己的task表也需要检查是否有任务
if related_redis_key:
self._related_task_tables.append(
setting.TAB_REQUESTS.format(redis_key=related_redis_key)
)
self._related_batch_record = related_batch_record
self._task_condition = task_condition
self._task_condition_prefix_and = task_condition and " and {}".format(
task_condition
)
self._task_condition_prefix_where = task_condition and " where {}".format(
task_condition
)
self._task_order_by = task_order_by and " order by {}".format(task_order_by)
self._auto_start_next_batch = auto_start_next_batch
self._batch_date_cache = None
if self._batch_interval >= 1:
self._date_format = "%Y-%m-%d"
elif self._batch_interval < 1 and self._batch_interval >= 1 / 24:
self._date_format = "%Y-%m-%d %H"
else:
self._date_format = "%Y-%m-%d %H:%M"
self._is_more_parsers = True # 多模版类爬虫
# 初始化每个配置的属性
self._spider_last_done_time = None # 爬虫最近已做任务数量时间
self._spider_last_done_count = None # 爬虫最近已做任务数量
self._spider_deal_speed_cached = None
self._batch_timeout = False # 批次是否超时或将要超时
# 重置任务
self.reset_task()
def init_batch_property(self):
"""
每个批次开始时需要重置的属性
@return:
"""
self._spider_deal_speed_cached = None
self._spider_last_done_time = None
self._spider_last_done_count = None # 爬虫刚开始启动时已做任务数量
self._batch_timeout = False
def add_parser(self, parser, **kwargs):
parser = parser(
self._task_table,
self._batch_record_table,
self._task_state,
self._date_format,
self._mysqldb,
**kwargs,
) # parser 实例化
self._parsers.append(parser)
def start_monitor_task(self):
"""
@summary: 监控任务状态
---------
---------
@result:
"""
if not self._parsers: # 不是多模版模式， 将自己注入到parsers，自己为模版
self._is_more_parsers = False
self._parsers.append(self)
elif len(self._parsers) <= 1:
self._is_more_parsers = False
self.create_batch_record_table()
# 添加任务
for parser in self._parsers:
parser.add_task()
is_first_check = True
while True:
try:
if self.check_batch(is_first_check): # 该批次已经做完
if self._keep_alive:
is_first_check = True
log.info("爬虫所有任务已做完，不自动结束，等待新任务...")
time.sleep(self._check_task_interval)
continue
else:
break
is_first_check = False
# 检查redis中是否有任务 任务小于_min_task_count 则从mysql中取
tab_requests = setting.TAB_REQUESTS.format(redis_key=self._redis_key)
todo_task_count = self._redisdb.zget_count(tab_requests)
tasks = []
if todo_task_count < self._min_task_count: # 从mysql中取任务
# 更新batch表的任务状态数量
self.update_task_done_count()
log.info("redis 中剩余任务%s 数量过小 从mysql中取任务追加" % todo_task_count)
tasks = self.get_todo_task_from_mysql()
if not tasks: # 状态为0的任务已经做完，需要检查状态为2的任务是否丢失
if (
todo_task_count == 0
): # redis 中无待做任务，此时mysql中状态为2的任务为丢失任务。需重新做
lose_task_count = self.get_lose_task_count()
if not lose_task_count:
time.sleep(self._check_task_interval)
continue
elif (
lose_task_count > self._task_limit * 5
): # 丢失任务太多，直接重置，否则每次等redis任务消耗完再取下一批丢失任务，速度过慢
log.info("正在重置丢失任务为待做 共 {} 条".format(lose_task_count))
# 重置正在做的任务为待做
if self.reset_lose_task_from_mysql():
log.info("重置丢失任务成功")
else:
log.info("重置丢失任务失败")
continue
| (task_table, batch_record_table, batch_name, batch_interval, task_keys, task_state='state', min_task_count=10000, check_task_interval=5, task_limit=10000, related_redis_key=None, related_batch_record=None, task_condition='', task_order_by='', redis_key=None, thread_count=None, begin_callback=None, end_callback=None, delete_keys=(), keep_alive=None, auto_start_next_batch=True, **kwargs) | [
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0.01641983538866043,
0.047777362167835236,
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0.08222511410713196,
0.02164124697446823
] |
8,304 | feapder.core.spiders.batch_spider | __get_task_state_count | null | def __get_task_state_count(self):
sql = "select {state}, count(1) from {task_table}{task_condition} group by {state}".format(
state=self._task_state,
task_table=self._task_table,
task_condition=self._task_condition_prefix_where,
)
task_state_count = self._mysqldb.find(sql)
task_state = {
"total_count": sum(count for state, count in task_state_count),
"done_count": sum(
count for state, count in task_state_count if state in (1, -1)
),
"failed_count": sum(
count for state, count in task_state_count if state == -1
),
}
return task_state
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8,305 | feapder.core.scheduler | __add_task | null | def __add_task(self):
# 判断任务池中属否还有任务，若有接着抓取
todo_task_count = self._collector.get_requests_count()
if todo_task_count:
log.info("检查到有待做任务 %s 条，不重下发新任务，将接着上回异常终止处继续抓取" % todo_task_count)
else:
for parser in self._parsers:
# 启动parser 的 start_requests
results = parser.start_requests()
# 添加request到请求队列，由请求队列统一入库
if results and not isinstance(results, Iterable):
raise Exception("%s.%s返回值必须可迭代" % (parser.name, "start_requests"))
result_type = 1
for result in results or []:
if isinstance(result, Request):
result.parser_name = result.parser_name or parser.name
self._request_buffer.put_request(result)
result_type = 1
elif isinstance(result, Item):
self._item_buffer.put_item(result)
result_type = 2
elif callable(result): # callbale的request可能是更新数据库操作的函数
if result_type == 1:
self._request_buffer.put_request(result)
else:
self._item_buffer.put_item(result)
else:
raise TypeError(
"start_requests yield result type error, expect Request、Item、callback func, bug get type: {}".format(
type(result)
)
)
self._request_buffer.flush()
self._item_buffer.flush()
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8,306 | feapder.core.spiders.batch_spider | __init__ |
@summary: 批次爬虫
必要条件
1、需有任务表
任务表中必须有id 及 任务状态字段 如 state。如指定parser_name字段，则任务会自动下发到对应的parser下, 否则会下发到所有的parser下。其他字段可根据爬虫需要的参数自行扩充
参考建表语句如下：
CREATE TABLE `table_name` (
`id` int(11) NOT NULL AUTO_INCREMENT,
`param` varchar(1000) DEFAULT NULL COMMENT '爬虫需要的抓取数据需要的参数',
`state` int(11) DEFAULT NULL COMMENT '任务状态',
`parser_name` varchar(255) DEFAULT NULL COMMENT '任务解析器的脚本类名',
PRIMARY KEY (`id`),
UNIQUE KEY `nui` (`param`) USING BTREE
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8;
2、需有批次记录表 不存在自动创建
---------
@param task_table: mysql中的任务表
@param batch_record_table: mysql 中的批次记录表
@param batch_name: 批次采集程序名称
@param batch_interval: 批次间隔 天为单位。 如想一小时一批次，可写成1/24
@param task_keys: 需要获取的任务字段 列表 [] 如需指定解析的parser，则需将parser_name字段取出来。
@param task_state: mysql中任务表的任务状态字段
@param min_task_count: redis 中最少任务数, 少于这个数量会从mysql的任务表取任务
@param check_task_interval: 检查是否还有任务的时间间隔；
@param task_limit: 从数据库中取任务的数量
@param redis_key: 任务等数据存放在redis中的key前缀
@param thread_count: 线程数，默认为配置文件中的线程数
@param begin_callback: 爬虫开始回调函数
@param end_callback: 爬虫结束回调函数
@param delete_keys: 爬虫启动时删除的key，类型: 元组/bool/string。 支持正则; 常用于清空任务队列，否则重启时会断点续爬
@param keep_alive: 爬虫是否常驻，默认否
@param auto_start_next_batch: 本批次结束后，且下一批次时间已到达时，是否自动启动下一批次，默认是
@param related_redis_key: 有关联的其他爬虫任务表（redis）注意：要避免环路 如 A -> B & B -> A 。
@param related_batch_record: 有关联的其他爬虫批次表（mysql）注意：要避免环路 如 A -> B & B -> A 。
related_redis_key 与 related_batch_record 选其一配置即可；用于相关联的爬虫没结束时，本爬虫也不结束
若相关连的爬虫为批次爬虫，推荐以related_batch_record配置，
若相关连的爬虫为普通爬虫，无批次表，可以以related_redis_key配置
@param task_condition: 任务条件 用于从一个大任务表中挑选出数据自己爬虫的任务，即where后的条件语句
@param task_order_by: 取任务时的排序条件 如 id desc
---------
@result:
| def __init__(
self,
task_table,
batch_record_table,
batch_name,
batch_interval,
task_keys,
task_state="state",
min_task_count=10000,
check_task_interval=5,
task_limit=10000,
related_redis_key=None,
related_batch_record=None,
task_condition="",
task_order_by="",
redis_key=None,
thread_count=None,
begin_callback=None,
end_callback=None,
delete_keys=(),
keep_alive=None,
auto_start_next_batch=True,
**kwargs,
):
"""
@summary: 批次爬虫
必要条件
1、需有任务表
任务表中必须有id 及 任务状态字段 如 state。如指定parser_name字段，则任务会自动下发到对应的parser下, 否则会下发到所有的parser下。其他字段可根据爬虫需要的参数自行扩充
参考建表语句如下：
CREATE TABLE `table_name` (
`id` int(11) NOT NULL AUTO_INCREMENT,
`param` varchar(1000) DEFAULT NULL COMMENT '爬虫需要的抓取数据需要的参数',
`state` int(11) DEFAULT NULL COMMENT '任务状态',
`parser_name` varchar(255) DEFAULT NULL COMMENT '任务解析器的脚本类名',
PRIMARY KEY (`id`),
UNIQUE KEY `nui` (`param`) USING BTREE
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8;
2、需有批次记录表 不存在自动创建
---------
@param task_table: mysql中的任务表
@param batch_record_table: mysql 中的批次记录表
@param batch_name: 批次采集程序名称
@param batch_interval: 批次间隔 天为单位。 如想一小时一批次，可写成1/24
@param task_keys: 需要获取的任务字段 列表 [] 如需指定解析的parser，则需将parser_name字段取出来。
@param task_state: mysql中任务表的任务状态字段
@param min_task_count: redis 中最少任务数, 少于这个数量会从mysql的任务表取任务
@param check_task_interval: 检查是否还有任务的时间间隔；
@param task_limit: 从数据库中取任务的数量
@param redis_key: 任务等数据存放在redis中的key前缀
@param thread_count: 线程数，默认为配置文件中的线程数
@param begin_callback: 爬虫开始回调函数
@param end_callback: 爬虫结束回调函数
@param delete_keys: 爬虫启动时删除的key，类型: 元组/bool/string。 支持正则; 常用于清空任务队列，否则重启时会断点续爬
@param keep_alive: 爬虫是否常驻，默认否
@param auto_start_next_batch: 本批次结束后，且下一批次时间已到达时，是否自动启动下一批次，默认是
@param related_redis_key: 有关联的其他爬虫任务表（redis）注意：要避免环路 如 A -> B & B -> A 。
@param related_batch_record: 有关联的其他爬虫批次表（mysql）注意：要避免环路 如 A -> B & B -> A 。
related_redis_key 与 related_batch_record 选其一配置即可；用于相关联的爬虫没结束时，本爬虫也不结束
若相关连的爬虫为批次爬虫，推荐以related_batch_record配置，
若相关连的爬虫为普通爬虫，无批次表，可以以related_redis_key配置
@param task_condition: 任务条件 用于从一个大任务表中挑选出数据自己爬虫的任务，即where后的条件语句
@param task_order_by: 取任务时的排序条件 如 id desc
---------
@result:
"""
Scheduler.__init__(
self,
redis_key=redis_key,
thread_count=thread_count,
begin_callback=begin_callback,
end_callback=end_callback,
delete_keys=delete_keys,
keep_alive=keep_alive,
auto_start_requests=False,
batch_interval=batch_interval,
task_table=task_table,
**kwargs,
)
self._redisdb = RedisDB()
self._mysqldb = MysqlDB()
self._task_table = task_table # mysql中的任务表
self._batch_record_table = batch_record_table # mysql 中的批次记录表
self._batch_name = batch_name # 批次采集程序名称
self._task_keys = task_keys # 需要获取的任务字段
self._task_state = task_state # mysql中任务表的state字段名
self._min_task_count = min_task_count # redis 中最少任务数
self._check_task_interval = check_task_interval
self._task_limit = task_limit # mysql中一次取的任务数量
self._related_task_tables = [
setting.TAB_REQUESTS.format(redis_key=redis_key)
] # 自己的task表也需要检查是否有任务
if related_redis_key:
self._related_task_tables.append(
setting.TAB_REQUESTS.format(redis_key=related_redis_key)
)
self._related_batch_record = related_batch_record
self._task_condition = task_condition
self._task_condition_prefix_and = task_condition and " and {}".format(
task_condition
)
self._task_condition_prefix_where = task_condition and " where {}".format(
task_condition
)
self._task_order_by = task_order_by and " order by {}".format(task_order_by)
self._auto_start_next_batch = auto_start_next_batch
self._batch_date_cache = None
if self._batch_interval >= 1:
self._date_format = "%Y-%m-%d"
elif self._batch_interval < 1 and self._batch_interval >= 1 / 24:
self._date_format = "%Y-%m-%d %H"
else:
self._date_format = "%Y-%m-%d %H:%M"
self._is_more_parsers = True # 多模版类爬虫
# 初始化每个配置的属性
self._spider_last_done_time = None # 爬虫最近已做任务数量时间
self._spider_last_done_count = None # 爬虫最近已做任务数量
self._spider_deal_speed_cached = None
self._batch_timeout = False # 批次是否超时或将要超时
# 重置任务
self.reset_task()
| (self, task_table, batch_record_table, batch_name, batch_interval, task_keys, task_state='state', min_task_count=10000, check_task_interval=5, task_limit=10000, related_redis_key=None, related_batch_record=None, task_condition='', task_order_by='', redis_key=None, thread_count=None, begin_callback=None, end_callback=None, delete_keys=(), keep_alive=None, auto_start_next_batch=True, **kwargs) | [
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8,315 | feapder.core.scheduler | _start | null | def _start(self):
self.spider_begin()
# 将失败的item入库
if setting.RETRY_FAILED_ITEMS:
handle_failed_items = HandleFailedItems(
redis_key=self._redis_key,
task_table=self._task_table,
item_buffer=self._item_buffer,
)
handle_failed_items.reput_failed_items_to_db()
# 心跳开始
self.heartbeat_start()
# 启动request_buffer
self._request_buffer.start()
# 启动item_buffer
self._item_buffer.start()
# 启动collector
self._collector.start()
# 启动parser control
for i in range(self._thread_count):
parser_control = self._parser_control_obj(
self._collector,
self._redis_key,
self._request_buffer,
self._item_buffer,
)
for parser in self._parsers:
parser_control.add_parser(parser)
parser_control.start()
self._parser_controls.append(parser_control)
# 下发任务 因为时间可能比较长，放到最后面
if setting.RETRY_FAILED_REQUESTS:
# 重设失败的任务, 不用加锁，原子性操作
handle_failed_requests = HandleFailedRequests(self._redis_key)
handle_failed_requests.reput_failed_requests_to_requests()
# 下发新任务
if self._auto_start_requests: # 自动下发
if self.wait_lock:
# 将添加任务处加锁，防止多进程之间添加重复的任务
with RedisLock(key=self._spider_name) as lock:
if lock.locked:
self.__add_task()
else:
self.__add_task()
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8,317 | feapder.core.scheduler | _stop_all_thread | null | def _stop_all_thread(self):
self._request_buffer.stop()
self._item_buffer.stop()
# 停止 collector
self._collector.stop()
# 停止 parser_controls
for parser_control in self._parser_controls:
parser_control.stop()
self.heartbeat_stop()
self._started.clear()
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8,319 | feapder.core.spiders.batch_spider | add_parser | null | def add_parser(self, parser, **kwargs):
parser = parser(
self._task_table,
self._batch_record_table,
self._task_state,
self._date_format,
self._mysqldb,
**kwargs,
) # parser 实例化
self._parsers.append(parser)
| (self, parser, **kwargs) | [
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8,321 | feapder.core.scheduler | all_thread_is_done | null | def all_thread_is_done(self):
# 降低偶然性, 因为各个环节不是并发的，很有可能当时状态为假，但检测下一条时该状态为真。一次检测很有可能遇到这种偶然性
for i in range(3):
# 检测 collector 状态
if (
self._collector.is_collector_task()
or self._collector.get_requests_count() > 0
):
return False
# 检测 parser_control 状态
for parser_control in self._parser_controls:
if not parser_control.is_not_task():
return False
# 检测 item_buffer 状态
if (
self._item_buffer.get_items_count() > 0
or self._item_buffer.is_adding_to_db()
):
return False
# 检测 request_buffer 状态
if (
self._request_buffer.get_requests_count() > 0
or self._request_buffer.is_adding_to_db()
):
return False
tools.delay_time(1)
return True
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] |
8,322 | feapder.core.spiders.batch_spider | check_batch |
@summary: 检查批次是否完成
---------
@param: is_first_check 是否为首次检查，若首次检查，且检查结果为批次已完成，则不发送批次完成消息。因为之前发送过了
---------
@result: 完成返回True 否则False
| def check_batch(self, is_first_check=False):
"""
@summary: 检查批次是否完成
---------
@param: is_first_check 是否为首次检查，若首次检查，且检查结果为批次已完成，则不发送批次完成消息。因为之前发送过了
---------
@result: 完成返回True 否则False
"""
sql = 'select date_format(batch_date, "{date_format}"), total_count, done_count, is_done from {batch_record_table} order by id desc limit 1'.format(
date_format=self._date_format.replace(":%M", ":%i"),
batch_record_table=self._batch_record_table,
)
batch_info = self._mysqldb.find(sql) # (('批次时间', 总量, 完成量, 批次是否完成),)
if batch_info:
batch_date, total_count, done_count, is_done = batch_info[0]
now_date = datetime.datetime.now()
last_batch_date = datetime.datetime.strptime(batch_date, self._date_format)
time_difference = now_date - last_batch_date
if total_count == done_count and time_difference < datetime.timedelta(
days=self._batch_interval
): # 若在本批次内，再次检查任务表是否有新增任务
# # 改成查询任务表 看是否真的没任务了，因为batch_record表里边的数量可能没来得及更新
task_count = self.__get_task_state_count()
total_count = task_count.get("total_count")
done_count = task_count.get("done_count")
if total_count == done_count:
if not is_done:
# 检查相关联的爬虫是否完成
related_spider_is_done = self.related_spider_is_done()
if related_spider_is_done is False:
msg = "《{}》本批次未完成, 正在等待依赖爬虫 {} 结束. 批次时间 {} 批次进度 {}/{}".format(
self._batch_name,
self._related_batch_record or self._related_task_tables,
batch_date,
done_count,
total_count,
)
log.info(msg)
# 检查是否超时 超时发出报警
if time_difference >= datetime.timedelta(
days=self._batch_interval
): # 已经超时
self.send_msg(
msg,
level="error",
message_prefix="《{}》本批次未完成, 正在等待依赖爬虫 {} 结束".format(
self._batch_name,
self._related_batch_record
or self._related_task_tables,
),
)
self._batch_timeout = True
return False
else:
self.update_is_done()
msg = "《{}》本批次完成 批次时间 {} 共处理 {} 条任务".format(
self._batch_name, batch_date, done_count
)
log.info(msg)
if not is_first_check:
if self._batch_timeout: # 之前报警过已超时，现在已完成，发出恢复消息
self._batch_timeout = False
self.send_msg(msg, level="error")
else:
self.send_msg(msg)
# 判断下一批次是否到
if time_difference >= datetime.timedelta(days=self._batch_interval):
if not is_first_check and not self._auto_start_next_batch:
return True # 下一批次不开始。因为设置了不自动开始下一批次
msg = "《{}》下一批次开始".format(self._batch_name)
log.info(msg)
self.send_msg(msg)
# 初始化任务表状态
if self.init_task() != False: # 更新失败返回False 其他返回True/None
# 初始化属性
self.init_batch_property()
is_success = (
self.record_batch()
) # 有可能插入不成功，但是任务表已经重置了，不过由于当前时间为下一批次的时间，检查批次是否结束时不会检查任务表，所以下次执行时仍然会重置
if is_success:
# 看是否有等待任务的worker，若有则需要等会再下发任务，防止work批次时间没来得及更新
if self.have_alive_spider():
log.info(
f"插入新批次记录成功，检测到有爬虫进程在等待任务，本批任务1分钟后开始下发, 防止爬虫端缓存的批次时间没来得及更新"
)
tools.delay_time(60)
else:
log.info("插入新批次记录成功")
return False # 下一批次开始
else:
return True # 下一批次不开始。先不派发任务，因为批次表新批次插入失败了，需要插入成功后再派发任务
else:
log.info("《{}》下次批次时间未到".format(self._batch_name))
if not is_first_check:
self.send_msg("《{}》下次批次时间未到".format(self._batch_name))
return True
else:
if time_difference >= datetime.timedelta(
days=self._batch_interval
): # 已经超时
time_out = time_difference - datetime.timedelta(
days=self._batch_interval
)
time_out_pretty = tools.format_seconds(time_out.total_seconds())
msg = "《{}》本批次已超时{} 批次时间 {}, 批次进度 {}/{}".format(
self._batch_name,
time_out_pretty,
batch_date,
done_count,
total_count,
)
if self._batch_interval >= 1:
msg += ", 期望时间{}天".format(self._batch_interval)
else:
msg += ", 期望时间{}小时".format(self._batch_interval * 24)
result = self.get_deal_speed(
total_count=total_count,
done_count=done_count,
last_batch_date=last_batch_date,
)
if result:
(
deal_speed,
need_time,
overflow_time,
calculate_speed_time,
) = result
msg += ", 任务处理速度于{}统计, 约 {}条/小时, 预计还需 {}".format(
calculate_speed_time,
deal_speed,
tools.format_seconds(need_time),
)
if overflow_time > 0:
msg += ", 该批次预计总超时 {}, 请及时处理".format(
tools.format_seconds(overflow_time)
)
log.info(msg)
self.send_msg(
msg,
level="error",
message_prefix="《{}》批次超时".format(self._batch_name),
)
self._batch_timeout = True
else: # 未超时
remaining_time = (
datetime.timedelta(days=self._batch_interval) - time_difference
)
remaining_time_pretty = tools.format_seconds(
remaining_time.total_seconds()
)
if self._batch_interval >= 1:
msg = "《{}》本批次正在进行, 批次时间 {}, 批次进度 {}/{}, 期望时间{}天, 剩余{}".format(
self._batch_name,
batch_date,
done_count,
total_count,
self._batch_interval,
remaining_time_pretty,
)
else:
msg = "《{}》本批次正在进行, 批次时间 {}, 批次进度 {}/{}, 期望时间{}小时, 剩余{}".format(
self._batch_name,
batch_date,
done_count,
total_count,
self._batch_interval * 24,
remaining_time_pretty,
)
result = self.get_deal_speed(
total_count=total_count,
done_count=done_count,
last_batch_date=last_batch_date,
)
if result:
(
deal_speed,
need_time,
overflow_time,
calculate_speed_time,
) = result
msg += ", 任务处理速度于{}统计, 约 {}条/小时, 预计还需 {}".format(
calculate_speed_time,
deal_speed,
tools.format_seconds(need_time),
)
| (self, is_first_check=False) | [
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8,323 | feapder.core.scheduler | check_task_status |
检查任务状态 预警
| def __init__(
self,
redis_key=None,
thread_count=None,
begin_callback=None,
end_callback=None,
delete_keys=(),
keep_alive=None,
auto_start_requests=None,
batch_interval=0,
wait_lock=True,
task_table=None,
**kwargs,
):
"""
@summary: 调度器
---------
@param redis_key: 爬虫request及item存放redis中的文件夹
@param thread_count: 线程数，默认为配置文件中的线程数
@param begin_callback: 爬虫开始回调函数
@param end_callback: 爬虫结束回调函数
@param delete_keys: 爬虫启动时删除的key，类型: 元组/bool/string。 支持正则
@param keep_alive: 爬虫是否常驻，默认否
@param auto_start_requests: 爬虫是否自动添加任务
@param batch_interval: 抓取时间间隔 默认为0 天为单位 多次启动时，只有当前时间与第一次抓取结束的时间间隔大于指定的时间间隔时，爬虫才启动
@param wait_lock: 下发任务时否等待锁，若不等待锁，可能会存在多进程同时在下发一样的任务，因此分布式环境下请将该值设置True
@param task_table: 任务表， 批次爬虫传递
---------
@result:
"""
super(Scheduler, self).__init__()
for key, value in self.__class__.__custom_setting__.items():
if key == "AUTO_STOP_WHEN_SPIDER_DONE": # 兼容老版本的配置
setattr(setting, "KEEP_ALIVE", not value)
else:
setattr(setting, key, value)
self._redis_key = redis_key or setting.REDIS_KEY
if not self._redis_key:
raise Exception(
"""
redis_key 为redis中存放request与item的目录。不能为空，
可在setting中配置，如 REDIS_KEY = 'test'
或spider初始化时传参, 如 TestSpider(redis_key='test')
"""
)
self._request_buffer = RequestBuffer(redis_key)
self._item_buffer = ItemBuffer(redis_key, task_table)
self._collector = Collector(redis_key)
self._parsers = []
self._parser_controls = []
self._parser_control_obj = ParserControl
# 兼容老版本的参数
if "auto_stop_when_spider_done" in kwargs:
self._keep_alive = not kwargs.get("auto_stop_when_spider_done")
else:
self._keep_alive = (
keep_alive if keep_alive is not None else setting.KEEP_ALIVE
)
self._auto_start_requests = (
auto_start_requests
if auto_start_requests is not None
else setting.SPIDER_AUTO_START_REQUESTS
)
self._batch_interval = batch_interval
self._begin_callback = (
begin_callback
if begin_callback
else lambda: log.info("\n********** feapder begin **********")
)
self._end_callback = (
end_callback
if end_callback
else lambda: log.info("\n********** feapder end **********")
)
if thread_count:
setattr(setting, "SPIDER_THREAD_COUNT", thread_count)
self._thread_count = setting.SPIDER_THREAD_COUNT
self._spider_name = self.name
self._task_table = task_table
self._tab_spider_status = setting.TAB_SPIDER_STATUS.format(redis_key=redis_key)
self._tab_requests = setting.TAB_REQUESTS.format(redis_key=redis_key)
self._tab_failed_requests = setting.TAB_FAILED_REQUESTS.format(
redis_key=redis_key
)
self._is_notify_end = False # 是否已经通知结束
self._last_task_count = 0 # 最近一次任务数量
self._last_check_task_count_time = 0
self._stop_heartbeat = False # 是否停止心跳
self._redisdb = RedisDB()
# Request 缓存设置
Request.cached_redis_key = redis_key
Request.cached_expire_time = setting.RESPONSE_CACHED_EXPIRE_TIME
delete_keys = delete_keys or setting.DELETE_KEYS
if delete_keys:
self.delete_tables(delete_keys)
self._last_check_task_status_time = 0
self.wait_lock = wait_lock
self.init_metrics()
# 重置丢失的任务
self.reset_task()
self._stop_spider = False
| (self) | [
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] |
8,325 | feapder.core.spiders.batch_spider | create_batch_record_table | null | def create_batch_record_table(self):
sql = (
"select table_name from information_schema.tables where table_name like '%s'"
% self._batch_record_table
)
tables_name = self._mysqldb.find(sql)
if not tables_name:
sql = """
CREATE TABLE `{table_name}` (
`id` int(11) UNSIGNED NOT NULL AUTO_INCREMENT,
`batch_date` {batch_date} DEFAULT NULL COMMENT '批次时间',
`total_count` int(11) DEFAULT NULL COMMENT '任务总数',
`done_count` int(11) DEFAULT NULL COMMENT '完成数 (1,-1)',
`fail_count` int(11) DEFAULT NULL COMMENT '失败任务数 (-1)',
`interval` float(11) DEFAULT NULL COMMENT '批次间隔',
`interval_unit` varchar(20) DEFAULT NULL COMMENT '批次间隔单位 day, hour',
`create_time` datetime DEFAULT CURRENT_TIMESTAMP COMMENT '批次开始时间',
`update_time` datetime DEFAULT CURRENT_TIMESTAMP COMMENT '本条记录更新时间',
`is_done` int(11) DEFAULT '0' COMMENT '批次是否完成 0 未完成 1 完成',
PRIMARY KEY (`id`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8;
""".format(
table_name=self._batch_record_table,
batch_date="datetime",
)
self._mysqldb.execute(sql)
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8,326 | feapder.core.scheduler | delete_tables | null | def delete_tables(self, delete_keys):
if delete_keys == True:
delete_keys = [self._redis_key + "*"]
elif not isinstance(delete_keys, (list, tuple)):
delete_keys = [delete_keys]
for delete_key in delete_keys:
if not delete_key.startswith(self._redis_key):
delete_key = self._redis_key + delete_key
keys = self._redisdb.getkeys(delete_key)
for key in keys:
log.debug("正在删除key %s" % key)
self._redisdb.clear(key)
| (self, delete_keys) | [
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] |
8,327 | feapder.core.spiders.batch_spider | distribute_task |
@summary: 分发任务
---------
@param tasks:
---------
@result:
| def distribute_task(self, tasks):
"""
@summary: 分发任务
---------
@param tasks:
---------
@result:
"""
if self._is_more_parsers: # 为多模版类爬虫，需要下发指定的parser
for task in tasks:
for parser in self._parsers: # 寻找task对应的parser
if parser.name in task:
task = PerfectDict(
_dict=dict(zip(self._task_keys, task)), _values=list(task)
)
requests = parser.start_requests(task)
if requests and not isinstance(requests, Iterable):
raise Exception(
"%s.%s返回值必须可迭代" % (parser.name, "start_requests")
)
result_type = 1
for request in requests or []:
if isinstance(request, Request):
request.parser_name = request.parser_name or parser.name
self._request_buffer.put_request(request)
result_type = 1
elif isinstance(request, Item):
self._item_buffer.put_item(request)
result_type = 2
if (
self._item_buffer.get_items_count()
>= setting.ITEM_MAX_CACHED_COUNT
):
self._item_buffer.flush()
elif callable(request): # callbale的request可能是更新数据库操作的函数
if result_type == 1:
self._request_buffer.put_request(request)
else:
self._item_buffer.put_item(request)
if (
self._item_buffer.get_items_count()
>= setting.ITEM_MAX_CACHED_COUNT
):
self._item_buffer.flush()
else:
raise TypeError(
"start_requests yield result type error, expect Request、Item、callback func, bug get type: {}".format(
type(requests)
)
)
break
else: # task没对应的parser 则将task下发到所有的parser
for task in tasks:
for parser in self._parsers:
task = PerfectDict(
_dict=dict(zip(self._task_keys, task)), _values=list(task)
)
requests = parser.start_requests(task)
if requests and not isinstance(requests, Iterable):
raise Exception(
"%s.%s返回值必须可迭代" % (parser.name, "start_requests")
)
result_type = 1
for request in requests or []:
if isinstance(request, Request):
request.parser_name = request.parser_name or parser.name
self._request_buffer.put_request(request)
result_type = 1
elif isinstance(request, Item):
self._item_buffer.put_item(request)
result_type = 2
if (
self._item_buffer.get_items_count()
>= setting.ITEM_MAX_CACHED_COUNT
):
self._item_buffer.flush()
elif callable(request): # callbale的request可能是更新数据库操作的函数
if result_type == 1:
self._request_buffer.put_request(request)
else:
self._item_buffer.put_item(request)
if (
self._item_buffer.get_items_count()
>= setting.ITEM_MAX_CACHED_COUNT
):
self._item_buffer.flush()
self._request_buffer.flush()
self._item_buffer.flush()
| (self, tasks) | [
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8,333 | feapder.core.spiders.batch_spider | get_deal_speed |
获取处理速度
@param total_count: 总数量
@param done_count: 做完数量
@param last_batch_date: 批次时间 datetime
@return:
deal_speed （条/小时）, need_time （秒）, overflow_time（秒） （ overflow_time < 0 时表示提前多少秒完成 )
或
None
| def get_deal_speed(self, total_count, done_count, last_batch_date):
"""
获取处理速度
@param total_count: 总数量
@param done_count: 做完数量
@param last_batch_date: 批次时间 datetime
@return:
deal_speed （条/小时）, need_time （秒）, overflow_time（秒） （ overflow_time < 0 时表示提前多少秒完成 )
或
None
"""
now_date = datetime.datetime.now()
if self._spider_last_done_count is None:
self._spider_last_done_count = done_count
self._spider_last_done_time = now_date
elif done_count > self._spider_last_done_count:
time_interval = (now_date - self._spider_last_done_time).total_seconds()
deal_speed = (
done_count - self._spider_last_done_count
) / time_interval # 条/秒
need_time = (total_count - done_count) / deal_speed # 单位秒
overflow_time = (
(now_date - last_batch_date).total_seconds()
+ need_time
- datetime.timedelta(days=self._batch_interval).total_seconds()
) # 溢出时间 秒
calculate_speed_time = now_date.strftime("%Y-%m-%d %H:%M:%S") # 统计速度时间
deal_speed = int(deal_speed * 3600) # 条/小时
# 更新最近已做任务数及时间
self._spider_last_done_count = done_count
self._spider_last_done_time = now_date
self._spider_deal_speed_cached = (
deal_speed,
need_time,
overflow_time,
calculate_speed_time,
)
return self._spider_deal_speed_cached
| (self, total_count, done_count, last_batch_date) | [
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] |
8,334 | feapder.core.spiders.batch_spider | get_doing_task_from_mysql |
@summary: 取正在做的任务
---------
---------
@result:
| def get_doing_task_from_mysql(self):
"""
@summary: 取正在做的任务
---------
---------
@result:
"""
# 查询任务
task_keys = ", ".join([f"`{key}`" for key in self._task_keys])
sql = "select %s from %s where %s = 2%s%s limit %s" % (
task_keys,
self._task_table,
self._task_state,
self._task_condition_prefix_and,
self._task_order_by,
self._task_limit,
)
tasks = self._mysqldb.find(sql)
return tasks
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8,335 | feapder.core.spiders.batch_spider | get_lose_task_count | null | def get_lose_task_count(self):
sql = 'select date_format(batch_date, "{date_format}"), total_count, done_count from {batch_record_table} order by id desc limit 1'.format(
date_format=self._date_format.replace(":%M", ":%i"),
batch_record_table=self._batch_record_table,
)
batch_info = self._mysqldb.find(sql) # (('2018-08-19', 49686, 0),)
batch_date, total_count, done_count = batch_info[0]
return total_count - done_count
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] |
8,336 | feapder.core.spiders.batch_spider | get_todo_task_from_mysql |
@summary: 取待做的任务
---------
---------
@result:
| def get_todo_task_from_mysql(self):
"""
@summary: 取待做的任务
---------
---------
@result:
"""
# TODO 分批取数据 每批最大取 1000000个，防止内存占用过大
# 查询任务
task_keys = ", ".join([f"`{key}`" for key in self._task_keys])
sql = "select %s from %s where %s = 0%s%s limit %s" % (
task_keys,
self._task_table,
self._task_state,
self._task_condition_prefix_and,
self._task_order_by,
self._task_limit,
)
tasks = self._mysqldb.find(sql)
if tasks:
# 更新任务状态
for i in range(0, len(tasks), 10000): # 10000 一批量更新
task_ids = str(
tuple([task[0] for task in tasks[i : i + 10000]])
).replace(",)", ")")
sql = "update %s set %s = 2 where id in %s" % (
self._task_table,
self._task_state,
task_ids,
)
self._mysqldb.update(sql)
return tasks
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8,337 | feapder.core.scheduler | have_alive_spider | null | def have_alive_spider(self, heartbeat_interval=10):
heartbeat_time = self._redisdb.hget(self._tab_spider_status, HEARTBEAT_TIME_KEY)
if heartbeat_time:
heartbeat_time = int(heartbeat_time)
current_timestamp = tools.get_current_timestamp()
if current_timestamp - heartbeat_time < heartbeat_interval:
return True
return False
| (self, heartbeat_interval=10) | [
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8,338 | feapder.core.scheduler | heartbeat | null | def heartbeat(self):
while not self._stop_heartbeat:
try:
self._redisdb.hset(
self._tab_spider_status,
HEARTBEAT_TIME_KEY,
tools.get_current_timestamp(),
)
except Exception as e:
log.error("心跳异常: {}".format(e))
time.sleep(5)
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8,339 | feapder.core.scheduler | heartbeat_start | null | def heartbeat_start(self):
threading.Thread(target=self.heartbeat).start()
| (self) | [
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