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__init__.py
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import logging
import os
import tempfile
import time
from urllib.request import urlopen as urllib_urlopen
from urllib.error import URLError
from typing import (
Any,
Callable,
Container,
IO,
Mapping,
MutableMapping,
Optional,
Text,
Tuple,
Union,
cast,
)
import requests
from .cache import ( # noqa
CacheStorageBase,
FileCache,
SQLiteCache,
MemoryCache,
CacheResponse,
)
from ._types import (
_Data,
PreparedRequest,
RequestsCookieJar,
_HooksInput,
_AuthType,
Response,
)
__version__ = "2.2.0"
_user_agent = " ".join(("scrapelib", __version__, requests.utils.default_user_agent()))
_log = logging.getLogger("scrapelib")
_log.addHandler(logging.NullHandler())
class HTTPMethodUnavailableError(requests.RequestException):
"""
Raised when the supplied HTTP method is invalid or not supported
by the HTTP backend.
"""
def __init__(self, message: str, method: str):
super().__init__(message)
self.method = method
class HTTPError(requests.HTTPError):
"""
Raised when urlopen encounters a 4xx or 5xx error code and the
raise_errors option is true.
"""
def __init__(self, response: Response, body: dict = None):
message = "%s while retrieving %s" % (response.status_code, response.url)
super().__init__(message)
self.response = response
self.body = body or self.response.text
class FTPError(requests.HTTPError):
def __init__(self, url: str):
message = "error while retrieving %s" % url
super().__init__(message)
class RetrySession(requests.Session):
def __init__(self) -> None:
super().__init__()
self._retry_attempts = 0
self.retry_wait_seconds: float = 10
# retry_attempts is a property so that it can't go negative
@property
def retry_attempts(self) -> int:
return self._retry_attempts
@retry_attempts.setter
def retry_attempts(self, value: int) -> None:
self._retry_attempts = max(value, 0)
def accept_response(self, response: Response, **kwargs: dict) -> bool:
return response.status_code < 400
def request( # type: ignore
self,
method: str,
url: Union[str, bytes, Text],
params: Union[None, bytes, MutableMapping[Text, Text]] = None,
data: _Data = None,
headers: Optional[MutableMapping[Text, Text]] = None,
cookies: Union[None, RequestsCookieJar, MutableMapping[Text, Text]] = None,
files: Optional[MutableMapping[Text, IO[Any]]] = None,
auth: _AuthType = None,
timeout: Union[None, float, Tuple[float, float], Tuple[float, None]] = None,
allow_redirects: Optional[bool] = True,
proxies: Optional[MutableMapping[Text, Text]] = None,
hooks: Optional[_HooksInput] = None,
stream: Optional[bool] = None,
verify: Union[None, bool, Text] = None,
cert: Union[Text, Tuple[Text, Text], None] = None,
json: Optional[Any] = None,
retry_on_404: bool = False,
) -> Response:
# the retry loop
tries = 0
exception_raised = None
while tries <= self.retry_attempts:
exception_raised = None
try:
resp = super().request(
method,
url,
params=params,
data=data,
headers=headers,
cookies=cookies,
files=files,
auth=auth, # type: ignore
timeout=timeout,
allow_redirects=allow_redirects, # type: ignore
proxies=proxies,
hooks=hooks,
stream=stream,
verify=verify,
cert=cert,
json=json,
)
# break from loop on an accepted response
if self.accept_response(resp) or (
resp.status_code == 404 and not retry_on_404
):
break
# note: This is a pretty broad catch-all, but given the plethora of things that can
# happen during a requests.request it is used to try to be complete &
# future-proof this as much as possible.
# Should it become a problem we could either alter to exclude a few others
# the way we handle SSLError or we could go back to enumeration of all types.
except Exception as e:
if isinstance(e, requests.exceptions.SSLError):
raise
exception_raised = e
# if we're going to retry, sleep first
tries += 1
if tries <= self.retry_attempts:
# twice as long each time
wait = self.retry_wait_seconds * (2 ** (tries - 1))
_log.debug("sleeping for %s seconds before retry" % wait)
if exception_raised:
_log.warning(
"got %s sleeping for %s seconds before retry",
exception_raised,
wait,
)
else:
_log.warning("sleeping for %s seconds before retry", wait)
time.sleep(wait)
# out of the loop, either an exception was raised or we had a success
if exception_raised:
raise exception_raised
return resp
class ThrottledSession(RetrySession):
_last_request: float
_throttled: bool = False
def _throttle(self) -> None:
now = time.time()
diff = self._request_frequency - (now - self._last_request)
if diff > 0:
_log.debug("sleeping for %fs" % diff)
time.sleep(diff)
self._last_request = time.time()
else:
self._last_request = now
@property
def requests_per_minute(self) -> int:
return self._requests_per_minute
@requests_per_minute.setter
def requests_per_minute(self, value: int) -> None:
if value > 0:
self._throttled = True
self._requests_per_minute = value
self._request_frequency = 60.0 / value
self._last_request = 0
else:
self._throttled = False
self._requests_per_minute = 0
self._request_frequency = 0.0
self._last_request = 0
def request( # type: ignore
self,
method: str,
url: Union[str, bytes, Text],
params: Union[None, bytes, MutableMapping[Text, Text]] = None,
data: _Data = None,
headers: Optional[MutableMapping[Text, Text]] = None,
cookies: Union[None, RequestsCookieJar, MutableMapping[Text, Text]] = None,
files: Optional[MutableMapping[Text, IO[Any]]] = None,
auth: _AuthType = None,
timeout: Union[None, float, Tuple[float, float], Tuple[float, None]] = None,
allow_redirects: Optional[bool] = True,
proxies: Optional[MutableMapping[Text, Text]] = None,
hooks: Optional[_HooksInput] = None,
stream: Optional[bool] = None,
verify: Union[None, bool, Text] = None,
cert: Union[Text, Tuple[Text, Text], None] = None,
json: Optional[Any] = None,
retry_on_404: bool = False,
) -> Response:
if self._throttled:
self._throttle()
return super().request(
method,
url,
params=params,
data=data,
headers=headers,
cookies=cookies,
files=files,
auth=auth,
timeout=timeout,
allow_redirects=allow_redirects,
proxies=proxies,
hooks=hooks,
stream=stream,
verify=verify,
cert=cert,
json=json,
retry_on_404=retry_on_404,
)
# this object exists because Requests assumes it can call
# resp.raw._original_response.msg.getheaders() and we need to cope with that
class DummyObject(object):
_original_response: "DummyObject"
msg: "DummyObject"
def getheaders(self, name: str) -> str:
return ""
def get_all(self, name: str, default: str) -> str:
return default
_dummy = DummyObject()
_dummy._original_response = DummyObject()
_dummy._original_response.msg = DummyObject()
class FTPAdapter(requests.adapters.BaseAdapter):
def send(
self,
request: PreparedRequest,
stream: bool = False,
timeout: Union[None, float, Tuple[float, float], Tuple[float, None]] = None,
verify: Union[bool, str] = False,
cert: Union[None, Union[bytes, Text], Container[Union[bytes, Text]]] = None,
proxies: Optional[Mapping[str, str]] = None,
) -> Response:
if request.method != "GET":
raise HTTPMethodUnavailableError(
"FTP requests do not support method '%s'" % request.method,
cast(str, request.method),
)
try:
if isinstance(timeout, tuple):
timeout_float = timeout[0]
else:
timeout_float = cast(float, timeout)
real_resp = urllib_urlopen(cast(str, request.url), timeout=timeout_float)
# we're going to fake a requests.Response with this
resp = requests.Response()
resp.status_code = 200
resp.url = cast(str, request.url)
resp.headers = requests.structures.CaseInsensitiveDict()
resp._content = real_resp.read()
resp.raw = _dummy
return resp
except URLError:
raise FTPError(cast(str, request.url))
def close(self) -> None:
# needed to use session as context manager
...
# compose sessions, order matters (cache then throttle then retry)
class CachingSession(ThrottledSession):
def __init__(self, cache_storage: Optional[CacheStorageBase] = None) -> None:
super().__init__()
self.cache_storage = cache_storage
self.cache_write_only = False
def key_for_request(
self,
method: str,
url: Union[str, bytes],
params: Union[None, bytes, MutableMapping[Text, Text]] = None,
data: _Data = None,
) -> Optional[str]:
"""Return a cache key from a given set of request parameters.
Default behavior is to return a complete URL for all GET
requests, and None otherwise.
Can be overriden if caching of non-get requests is desired.
"""
if method != "get":
return None
return requests.Request(url=url, params=params).prepare().url
def should_cache_response(self, response: Response) -> bool:
"""Check if a given Response object should be cached.
Default behavior is to only cache responses with a 200
status code.
"""
return response.status_code == 200
def request( # type: ignore
self,
method: str,
url: Union[str, bytes, Text],
params: Union[None, bytes, MutableMapping[Text, Text]] = None,
data: _Data = None,
headers: Optional[MutableMapping[Text, Text]] = None,
cookies: Union[None, RequestsCookieJar, MutableMapping[Text, Text]] = None,
files: Optional[MutableMapping[Text, IO[Any]]] = None,
auth: _AuthType = None,
timeout: Union[None, float, Tuple[float, float], Tuple[float, None]] = None,
allow_redirects: Optional[bool] = True,
proxies: Optional[MutableMapping[Text, Text]] = None,
hooks: Optional[_HooksInput] = None,
stream: Optional[bool] = None,
verify: Union[None, bool, Text] = None,
cert: Union[Text, Tuple[Text, Text], None] = None,
json: Optional[Any] = None,
retry_on_404: bool = False,
) -> CacheResponse:
"""Override, wraps Session.request in caching.
Cache is only used if key_for_request returns a valid key
and should_cache_response was true as well.
"""
# short circuit if cache isn't configured
if not self.cache_storage:
resp = super().request(
method,
url,
params=params,
data=data,
headers=headers,
cookies=cookies,
files=files,
auth=auth,
timeout=timeout,
allow_redirects=allow_redirects,
proxies=proxies,
hooks=hooks,
stream=stream,
verify=verify,
cert=cert,
json=json,
retry_on_404=retry_on_404,
)
resp = cast(CacheResponse, resp)
resp.fromcache = False
return resp
method = method.lower()
request_key = self.key_for_request(method, url, params, data)
resp_maybe = None
if request_key and not self.cache_write_only:
resp_maybe = self.cache_storage.get(request_key)
if resp_maybe:
resp = cast(CacheResponse, resp_maybe)
resp.fromcache = True
else:
resp = super().request(
method,
url,
data=data,
params=params,
headers=headers,
cookies=cookies,
files=files,
auth=auth,
timeout=timeout,
allow_redirects=allow_redirects,
proxies=proxies,
hooks=hooks,
stream=stream,
verify=verify,
cert=cert,
json=json,
retry_on_404=retry_on_404,
)
# save to cache if request and response meet criteria
if request_key and self.should_cache_response(resp):
self.cache_storage.set(request_key, resp)
resp = cast(CacheResponse, resp)
resp.fromcache = False
return resp
class Scraper(CachingSession):
"""
Scraper is the most important class provided by scrapelib (and generally
the only one to be instantiated directly). It provides a large number
of options allowing for customization.
It wraps `requests.Session` and has the same attributes & methods
available.
:param raise_errors: set to True to raise a `HTTPError`
on 4xx or 5xx response
:param requests_per_minute: maximum requests per minute (0 for
unlimited, defaults to 60)
:param retry_attempts: number of times to retry if timeout occurs or
page returns a (non-404) error
:param retry_wait_seconds: number of seconds to retry after first failure,
subsequent retries will double this wait
:param verify: set to `False` to disable HTTPS verification.
"""
def __init__(
self,
raise_errors: bool = True,
requests_per_minute: int = 60,
retry_attempts: int = 0,
retry_wait_seconds: float = 5,
verify: bool = True,
header_func: Optional[Callable[[Union[bytes, str]], dict]] = None,
):
super().__init__()
self.mount("ftp://", FTPAdapter())
# added by this class
self.raise_errors = raise_errors
self._header_func = header_func
self.verify = verify
# added by ThrottledSession
self.requests_per_minute = requests_per_minute
# added by RetrySession
self.retry_attempts = retry_attempts
self.retry_wait_seconds = retry_wait_seconds
# added by CachingSession
self.cache_storage = None
self.cache_write_only = True
# non-parameter options
self.timeout: Optional[float] = None
self.user_agent = _user_agent
# statistics
self.reset_stats()
def reset_stats(self) -> None:
self._total_requests = 0
self._total_time = 0.0
@property
def average_request_time(self) -> float:
if self._total_requests:
return self._total_time / self._total_requests
else:
return 0
@property
def user_agent(self) -> str:
return str(self.headers["User-Agent"])
@user_agent.setter
def user_agent(self, value: str) -> None:
self.headers["User-Agent"] = value
@property
def disable_compression(self) -> bool:
return self.headers["Accept-Encoding"] == "text/*"
@disable_compression.setter
def disable_compression(self, value: bool) -> None:
# disabled: set encoding to text/*
if value:
self.headers["Accept-Encoding"] = "text/*"
# enabled: if set to text/* pop, otherwise leave unmodified
elif self.headers.get("Accept-Encoding") == "text/*":
self.headers["Accept-Encoding"] = "gzip, deflate, compress"
def request( # type: ignore
self,
method: str,
url: Union[str, bytes, Text],
params: Union[None, bytes, MutableMapping[Text, Text]] = None,
data: _Data = None,
headers: Optional[MutableMapping[Text, Text]] = None,
cookies: Union[None, RequestsCookieJar, MutableMapping[Text, Text]] = None,
files: Optional[MutableMapping[Text, IO[Any]]] = None,
auth: _AuthType = None,
timeout: Union[None, float, Tuple[float, float], Tuple[float, None]] = None,
allow_redirects: Optional[bool] = True,
proxies: Optional[MutableMapping[Text, Text]] = None,
hooks: Optional[_HooksInput] = None,
stream: Optional[bool] = None,
verify: Union[None, bool, Text] = None,
cert: Union[Text, Tuple[Text, Text], None] = None,
json: Optional[Any] = None,
retry_on_404: bool = False,
ciphers_list_addition: Union[Text, None] = None,
) -> CacheResponse:
_log.info("{} - {!r}".format(method.upper(), url))
# allow modification of SSL ciphers list to accommodate misconfigured servers
# for example 'HIGH:!DH:!aNULL' to bypass "dh key too small" error
# https://stackoverflow.com/questions/38015537/python-requests-exceptions-sslerror-dh-key-too-small
if ciphers_list_addition:
requests.packages.urllib3.util.ssl_.DEFAULT_CIPHERS += ciphers_list_addition # type: ignore
try:
requests.packages.urllib3.contrib.pyopenssl.DEFAULT_SSL_CIPHER_LIST += ciphers_list_addition # type: ignore
except AttributeError:
# no pyopenssl support used / needed / available
pass
# apply global timeout
if not timeout:
timeout = self.timeout
# ordering matters here:
# func headers are applied on top of class headers
# param headers are applied on top of those
if self._header_func:
func_headers = requests.structures.CaseInsensitiveDict(
self._header_func(url)
)
else:
func_headers = requests.structures.CaseInsensitiveDict()
final_headers = requests.sessions.merge_setting(
func_headers,
self.headers,
dict_class=requests.structures.CaseInsensitiveDict,
)
final_headers = requests.sessions.merge_setting(
headers, final_headers, dict_class=requests.structures.CaseInsensitiveDict
)
_start_time = time.time()
resp = super().request(
method,
url,
timeout=timeout,
headers=final_headers,
params=params,
data=data,
cookies=cookies,
files=files,
auth=auth,
allow_redirects=allow_redirects,
proxies=proxies,
hooks=hooks,
stream=stream,
verify=verify,
cert=cert,
json=json,
retry_on_404=retry_on_404,
)
self._total_requests += 1
self._total_time += time.time() - _start_time
if self.raise_errors and not self.accept_response(resp):
raise HTTPError(resp)
return resp
def urlretrieve(
self,
url: str,
filename: str = None,
method: str = "GET",
body: dict = None,
dir: str = None,
**kwargs: Any,
) -> Tuple[str, Response]:
"""
Save result of a request to a file, similarly to
:func:`urllib.urlretrieve`.
If an error is encountered may raise any of the scrapelib
`exceptions`_.
A filename may be provided or :meth:`urlretrieve` will safely create a
temporary file. If a directory is provided, a file will be given a random
name within the specified directory. Either way, it is the responsibility
of the caller to ensure that the temporary file is deleted when it is no
longer needed.
:param url: URL for request
:param filename: optional name for file
:param method: any valid HTTP method, but generally GET or POST
:param body: optional body for request, to turn parameters into
an appropriate string use :func:`urllib.urlencode()`
:param dir: optional directory to place file in
:returns filename, response: tuple with filename for saved
response (will be same as given filename if one was given,
otherwise will be a temp file in the OS temp directory) and
a `Response` object that can be used to inspect the
response headers.
"""
result = self.request(method, url, data=body, **kwargs)
fhandle: IO # declare type of file handle as IO so both will work
if not filename:
fd, filename = tempfile.mkstemp(dir=dir)
fhandle = os.fdopen(fd, "wb")
else:
fhandle = open(filename, "wb")
fhandle.write(result.content)
fhandle.close()
return filename, result
_default_scraper = Scraper(requests_per_minute=0)