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keepalive.py
741 lines | 25.1 KiB | text/x-python | PythonLexer
Vadim Gelfer
http client: support persistent connections....
r2435 # This library is free software; you can redistribute it and/or
# modify it under the terms of the GNU Lesser General Public
# License as published by the Free Software Foundation; either
# version 2.1 of the License, or (at your option) any later version.
#
# This library is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
# Lesser General Public License for more details.
#
# You should have received a copy of the GNU Lesser General Public
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r2600 # License along with this library; if not, write to the
# Free Software Foundation, Inc.,
# 59 Temple Place, Suite 330,
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r2435 # Boston, MA 02111-1307 USA
# This file is part of urlgrabber, a high-level cross-protocol url-grabber
# Copyright 2002-2004 Michael D. Stenner, Ryan Tomayko
Benoit Boissinot
fix for digest auth when using keepalive.py...
r4026 # Modified by Benoit Boissinot:
# - fix for digest auth (inspired from urllib2.py @ Python v2.4)
Dirkjan Ochtman
python 2.6 compatibility: compatibility wrappers for hash functions
r6470 # Modified by Dirkjan Ochtman:
# - import md5 function from a local util module
Martin Geisler
util: remove md5...
r8296 # Modified by Martin Geisler:
# - moved md5 function from local util module to this module
Augie Fackler
keepalive: handle broken pipes gracefully during large POSTs
r9726 # Modified by Augie Fackler:
# - add safesend method and use it to prevent broken pipe errors
# on large POST requests
Benoit Boissinot
fix for digest auth when using keepalive.py...
r4026
Vadim Gelfer
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r2435 """An HTTP handler for urllib2 that supports HTTP 1.1 and keepalive.
>>> import urllib2
>>> from keepalive import HTTPHandler
>>> keepalive_handler = HTTPHandler()
>>> opener = urllib2.build_opener(keepalive_handler)
>>> urllib2.install_opener(opener)
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r2600 >>>
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r2435 >>> fo = urllib2.urlopen('http://www.python.org')
If a connection to a given host is requested, and all of the existing
connections are still in use, another connection will be opened. If
the handler tries to use an existing connection but it fails in some
way, it will be closed and removed from the pool.
To remove the handler, simply re-run build_opener with no arguments, and
install that opener.
You can explicitly close connections by using the close_connection()
method of the returned file-like object (described below) or you can
use the handler methods:
close_connection(host)
close_all()
open_connections()
NOTE: using the close_connection and close_all methods of the handler
should be done with care when using multiple threads.
* there is nothing that prevents another thread from creating new
connections immediately after connections are closed
* no checks are done to prevent in-use connections from being closed
>>> keepalive_handler.close_all()
EXTRA ATTRIBUTES AND METHODS
Upon a status of 200, the object returned has a few additional
attributes and methods, which should not be used if you want to
remain consistent with the normal urllib2-returned objects:
close_connection() - close the connection to the host
readlines() - you know, readlines()
status - the return status (ie 404)
reason - english translation of status (ie 'File not found')
If you want the best of both worlds, use this inside an
AttributeError-catching try:
>>> try: status = fo.status
>>> except AttributeError: status = None
Unfortunately, these are ONLY there if status == 200, so it's not
easy to distinguish between non-200 responses. The reason is that
urllib2 tries to do clever things with error codes 301, 302, 401,
and 407, and it wraps the object upon return.
For python versions earlier than 2.4, you can avoid this fancy error
handling by setting the module-level global HANDLE_ERRORS to zero.
You see, prior to 2.4, it's the HTTP Handler's job to determine what
to handle specially, and what to just pass up. HANDLE_ERRORS == 0
means "pass everything up". In python 2.4, however, this job no
longer belongs to the HTTP Handler and is now done by a NEW handler,
HTTPErrorProcessor. Here's the bottom line:
python version < 2.4
HANDLE_ERRORS == 1 (default) pass up 200, treat the rest as
errors
HANDLE_ERRORS == 0 pass everything up, error processing is
left to the calling code
python version >= 2.4
HANDLE_ERRORS == 1 pass up 200, treat the rest as errors
HANDLE_ERRORS == 0 (default) pass everything up, let the
other handlers (specifically,
HTTPErrorProcessor) decide what to do
In practice, setting the variable either way makes little difference
in python 2.4, so for the most consistent behavior across versions,
you probably just want to use the defaults, which will give you
exceptions on errors.
"""
Alexis S. L. Carvalho
Update keepalive.py to current CVS version of urlgrabber....
r2444 # $Id: keepalive.py,v 1.14 2006/04/04 21:00:32 mstenner Exp $
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r2435
Augie Fackler
keepalive: handle broken pipes gracefully during large POSTs
r9726 import errno
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r2435 import httplib
import socket
import thread
Augie Fackler
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r9726 import urllib2
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r2435
DEBUG = None
import sys
if sys.version_info < (2, 4): HANDLE_ERRORS = 1
else: HANDLE_ERRORS = 0
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r2600
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r2435 class ConnectionManager:
"""
The connection manager must be able to:
* keep track of all existing
"""
def __init__(self):
self._lock = thread.allocate_lock()
self._hostmap = {} # map hosts to a list of connections
self._connmap = {} # map connections to host
self._readymap = {} # map connection to ready state
def add(self, host, connection, ready):
self._lock.acquire()
try:
Christian Ebert
Prefer i in d over d.has_key(i)
r5915 if not host in self._hostmap: self._hostmap[host] = []
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r2435 self._hostmap[host].append(connection)
self._connmap[connection] = host
self._readymap[connection] = ready
finally:
self._lock.release()
def remove(self, connection):
self._lock.acquire()
try:
try:
host = self._connmap[connection]
except KeyError:
pass
else:
del self._connmap[connection]
del self._readymap[connection]
self._hostmap[host].remove(connection)
if not self._hostmap[host]: del self._hostmap[host]
finally:
self._lock.release()
def set_ready(self, connection, ready):
try: self._readymap[connection] = ready
except KeyError: pass
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r2435 def get_ready_conn(self, host):
conn = None
self._lock.acquire()
try:
Christian Ebert
Prefer i in d over d.has_key(i)
r5915 if host in self._hostmap:
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r2435 for c in self._hostmap[host]:
if self._readymap[c]:
self._readymap[c] = 0
conn = c
break
finally:
self._lock.release()
return conn
def get_all(self, host=None):
if host:
return list(self._hostmap.get(host, []))
else:
return dict(self._hostmap)
Alexis S. L. Carvalho
httprepo: use separate handlers for HTTP and HTTPS...
r5983 class KeepAliveHandler:
Vadim Gelfer
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r2435 def __init__(self):
self._cm = ConnectionManager()
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r2600
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r2435 #### Connection Management
def open_connections(self):
"""return a list of connected hosts and the number of connections
to each. [('foo.com:80', 2), ('bar.org', 1)]"""
return [(host, len(li)) for (host, li) in self._cm.get_all().items()]
def close_connection(self, host):
"""close connection(s) to <host>
host is the host:port spec, as in 'www.cnn.com:8080' as passed in.
no error occurs if there is no connection to that host."""
for h in self._cm.get_all(host):
self._cm.remove(h)
h.close()
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r2600
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r2435 def close_all(self):
"""close all open connections"""
Dirkjan Ochtman
use dict.iteritems() rather than dict.items()...
r7622 for host, conns in self._cm.get_all().iteritems():
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r2435 for h in conns:
self._cm.remove(h)
h.close()
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r2600
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r2435 def _request_closed(self, request, host, connection):
"""tells us that this request is now closed and the the
connection is ready for another request"""
self._cm.set_ready(connection, 1)
def _remove_connection(self, host, connection, close=0):
if close: connection.close()
self._cm.remove(connection)
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r2435 #### Transaction Execution
def http_open(self, req):
return self.do_open(HTTPConnection, req)
def do_open(self, http_class, req):
host = req.get_host()
if not host:
raise urllib2.URLError('no host given')
try:
h = self._cm.get_ready_conn(host)
while h:
r = self._reuse_connection(h, req, host)
# if this response is non-None, then it worked and we're
# done. Break out, skipping the else block.
if r: break
# connection is bad - possibly closed by server
# discard it and ask for the next free connection
h.close()
self._cm.remove(h)
h = self._cm.get_ready_conn(host)
else:
# no (working) free connections were found. Create a new one.
h = http_class(host)
if DEBUG: DEBUG.info("creating new connection to %s (%d)",
host, id(h))
self._cm.add(host, h, 0)
self._start_transaction(h, req)
r = h.getresponse()
except (socket.error, httplib.HTTPException), err:
raise urllib2.URLError(err)
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r2600
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r2435 # if not a persistent connection, don't try to reuse it
if r.will_close: self._cm.remove(h)
if DEBUG: DEBUG.info("STATUS: %s, %s", r.status, r.reason)
r._handler = self
r._host = host
r._url = req.get_full_url()
r._connection = h
r.code = r.status
Alexis S. L. Carvalho
Update keepalive.py to current CVS version of urlgrabber....
r2444 r.headers = r.msg
r.msg = r.reason
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r2600
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r2435 if r.status == 200 or not HANDLE_ERRORS:
return r
else:
Alexis S. L. Carvalho
Update keepalive.py to current CVS version of urlgrabber....
r2444 return self.parent.error('http', req, r,
r.status, r.msg, r.headers)
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r2435
def _reuse_connection(self, h, req, host):
"""start the transaction with a re-used connection
return a response object (r) upon success or None on failure.
This DOES not close or remove bad connections in cases where
it returns. However, if an unexpected exception occurs, it
will close and remove the connection before re-raising.
"""
try:
self._start_transaction(h, req)
r = h.getresponse()
# note: just because we got something back doesn't mean it
# worked. We'll check the version below, too.
except (socket.error, httplib.HTTPException):
r = None
except:
# adding this block just in case we've missed
# something we will still raise the exception, but
# lets try and close the connection and remove it
# first. We previously got into a nasty loop
# where an exception was uncaught, and so the
# connection stayed open. On the next try, the
# same exception was raised, etc. The tradeoff is
# that it's now possible this call will raise
# a DIFFERENT exception
if DEBUG: DEBUG.error("unexpected exception - closing " + \
"connection to %s (%d)", host, id(h))
self._cm.remove(h)
h.close()
raise
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r2600
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r2435 if r is None or r.version == 9:
# httplib falls back to assuming HTTP 0.9 if it gets a
# bad header back. This is most likely to happen if
# the socket has been closed by the server since we
# last used the connection.
if DEBUG: DEBUG.info("failed to re-use connection to %s (%d)",
host, id(h))
r = None
else:
if DEBUG: DEBUG.info("re-using connection to %s (%d)", host, id(h))
return r
def _start_transaction(self, h, req):
Patrick Mezard
keepalive: fix 4f13ed6ee544, reintroduce unredirected_hdrs...
r8233 # What follows mostly reimplements HTTPConnection.request()
# except it adds self.parent.addheaders in the mix.
headers = req.headers.copy()
if sys.version_info >= (2, 4):
headers.update(req.unredirected_hdrs)
headers.update(self.parent.addheaders)
headers = dict((n.lower(), v) for n,v in headers.items())
skipheaders = {}
for n in ('host', 'accept-encoding'):
if n in headers:
skipheaders['skip_' + n.replace('-', '_')] = 1
Vadim Gelfer
http client: support persistent connections....
r2435 try:
Matt Mackall
keepalive: attempt to fix issue1003...
r8146 if req.has_data():
data = req.get_data()
Patrick Mezard
keepalive: fix 4f13ed6ee544, reintroduce unredirected_hdrs...
r8233 h.putrequest('POST', req.get_selector(), **skipheaders)
if 'content-type' not in headers:
Matt Mackall
keepalive: attempt to fix issue1003...
r8146 h.putheader('Content-type',
'application/x-www-form-urlencoded')
Patrick Mezard
keepalive: fix 4f13ed6ee544, reintroduce unredirected_hdrs...
r8233 if 'content-length' not in headers:
Matt Mackall
keepalive: attempt to fix issue1003...
r8146 h.putheader('Content-length', '%d' % len(data))
else:
Patrick Mezard
keepalive: fix 4f13ed6ee544, reintroduce unredirected_hdrs...
r8233 h.putrequest('GET', req.get_selector(), **skipheaders)
Matt Mackall
keepalive: attempt to fix issue1003...
r8146 except (socket.error), err:
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r2435 raise urllib2.URLError(err)
Patrick Mezard
keepalive: fix 4f13ed6ee544, reintroduce unredirected_hdrs...
r8233 for k, v in headers.items():
Matt Mackall
keepalive: attempt to fix issue1003...
r8146 h.putheader(k, v)
h.endheaders()
if req.has_data():
h.send(data)
Alexis S. L. Carvalho
httprepo: use separate handlers for HTTP and HTTPS...
r5983 class HTTPHandler(KeepAliveHandler, urllib2.HTTPHandler):
pass
Vadim Gelfer
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r2435 class HTTPResponse(httplib.HTTPResponse):
# we need to subclass HTTPResponse in order to
# 1) add readline() and readlines() methods
# 2) add close_connection() methods
# 3) add info() and geturl() methods
# in order to add readline(), read must be modified to deal with a
# buffer. example: readline must read a buffer and then spit back
# one line at a time. The only real alternative is to read one
# BYTE at a time (ick). Once something has been read, it can't be
# put back (ok, maybe it can, but that's even uglier than this),
# so if you THEN do a normal read, you must first take stuff from
# the buffer.
# the read method wraps the original to accomodate buffering,
# although read() never adds to the buffer.
# Both readline and readlines have been stolen with almost no
# modification from socket.py
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r2600
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r2435
def __init__(self, sock, debuglevel=0, strict=0, method=None):
if method: # the httplib in python 2.3 uses the method arg
httplib.HTTPResponse.__init__(self, sock, debuglevel, method)
else: # 2.2 doesn't
httplib.HTTPResponse.__init__(self, sock, debuglevel)
self.fileno = sock.fileno
self.code = None
self._rbuf = ''
self._rbufsize = 8096
self._handler = None # inserted by the handler later
self._host = None # (same)
self._url = None # (same)
self._connection = None # (same)
_raw_read = httplib.HTTPResponse.read
def close(self):
if self.fp:
self.fp.close()
self.fp = None
if self._handler:
self._handler._request_closed(self, self._host,
self._connection)
def close_connection(self):
self._handler._remove_connection(self._host, self._connection, close=1)
self.close()
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r2600
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r2435 def info(self):
Alexis S. L. Carvalho
Update keepalive.py to current CVS version of urlgrabber....
r2444 return self.headers
Vadim Gelfer
http client: support persistent connections....
r2435
def geturl(self):
return self._url
def read(self, amt=None):
# the _rbuf test is only in this first if for speed. It's not
# logically necessary
if self._rbuf and not amt is None:
L = len(self._rbuf)
if amt > L:
amt -= L
else:
s = self._rbuf[:amt]
self._rbuf = self._rbuf[amt:]
return s
s = self._rbuf + self._raw_read(amt)
self._rbuf = ''
return s
Matt Mackall
keepalive: borrow code from newer httplib to patch ValueError (issue1088)
r7781 # stolen from Python SVN #68532 to fix issue1088
def _read_chunked(self, amt):
chunk_left = self.chunk_left
value = ''
# XXX This accumulates chunks by repeated string concatenation,
# which is not efficient as the number or size of chunks gets big.
while True:
if chunk_left is None:
line = self.fp.readline()
i = line.find(';')
if i >= 0:
line = line[:i] # strip chunk-extensions
try:
chunk_left = int(line, 16)
except ValueError:
# close the connection as protocol synchronisation is
# probably lost
self.close()
Peter Arrenbrecht
keepalive: fix reference to IncompleteRead
r7868 raise httplib.IncompleteRead(value)
Matt Mackall
keepalive: borrow code from newer httplib to patch ValueError (issue1088)
r7781 if chunk_left == 0:
break
if amt is None:
value += self._safe_read(chunk_left)
elif amt < chunk_left:
value += self._safe_read(amt)
self.chunk_left = chunk_left - amt
return value
elif amt == chunk_left:
value += self._safe_read(amt)
self._safe_read(2) # toss the CRLF at the end of the chunk
self.chunk_left = None
return value
else:
value += self._safe_read(chunk_left)
amt -= chunk_left
# we read the whole chunk, get another
self._safe_read(2) # toss the CRLF at the end of the chunk
chunk_left = None
# read and discard trailer up to the CRLF terminator
### note: we shouldn't have any trailers!
while True:
line = self.fp.readline()
if not line:
# a vanishingly small number of sites EOF without
# sending the trailer
break
if line == '\r\n':
break
# we read everything; close the "file"
self.close()
return value
Vadim Gelfer
http client: support persistent connections....
r2435 def readline(self, limit=-1):
i = self._rbuf.find('\n')
while i < 0 and not (0 < limit <= len(self._rbuf)):
new = self._raw_read(self._rbufsize)
if not new: break
i = new.find('\n')
if i >= 0: i = i + len(self._rbuf)
self._rbuf = self._rbuf + new
if i < 0: i = len(self._rbuf)
else: i = i+1
if 0 <= limit < len(self._rbuf): i = limit
data, self._rbuf = self._rbuf[:i], self._rbuf[i:]
return data
def readlines(self, sizehint = 0):
total = 0
list = []
while 1:
line = self.readline()
if not line: break
list.append(line)
total += len(line)
if sizehint and total >= sizehint:
break
return list
Augie Fackler
keepalive: handle broken pipes gracefully during large POSTs
r9726 def safesend(self, str):
"""Send `str' to the server.
Shamelessly ripped off from httplib to patch a bad behavior.
"""
# _broken_pipe_resp is an attribute we set in this function
# if the socket is closed while we're sending data but
# the server sent us a response before hanging up.
# In that case, we want to pretend to send the rest of the
# outgoing data, and then let the user use getresponse()
# (which we wrap) to get this last response before
# opening a new socket.
if getattr(self, '_broken_pipe_resp', None) is not None:
return
if self.sock is None:
if self.auto_open:
self.connect()
else:
raise httplib.NotConnected()
# send the data to the server. if we get a broken pipe, then close
# the socket. we want to reconnect when somebody tries to send again.
#
# NOTE: we DO propagate the error, though, because we cannot simply
# ignore the error... the caller will know if they can retry.
if self.debuglevel > 0:
print "send:", repr(str)
try:
blocksize=8192
if hasattr(str,'read') :
if self.debuglevel > 0: print "sendIng a read()able"
data=str.read(blocksize)
while data:
self.sock.sendall(data)
data=str.read(blocksize)
else:
self.sock.sendall(str)
except socket.error, v:
reraise = True
if v[0] == errno.EPIPE: # Broken pipe
if self._HTTPConnection__state == httplib._CS_REQ_SENT:
self._broken_pipe_resp = None
self._broken_pipe_resp = self.getresponse()
reraise = False
self.close()
if reraise:
raise
def wrapgetresponse(cls):
"""Wraps getresponse in cls with a broken-pipe sane version.
"""
def safegetresponse(self):
# In safesend() we might set the _broken_pipe_resp
# attribute, in which case the socket has already
# been closed and we just need to give them the response
# back. Otherwise, we use the normal response path.
r = getattr(self, '_broken_pipe_resp', None)
if r is not None:
return r
return cls.getresponse(self)
safegetresponse.__doc__ = cls.getresponse.__doc__
return safegetresponse
Vadim Gelfer
http client: support persistent connections....
r2435
class HTTPConnection(httplib.HTTPConnection):
# use the modified response class
response_class = HTTPResponse
Augie Fackler
keepalive: handle broken pipes gracefully during large POSTs
r9726 send = safesend
getresponse = wrapgetresponse(httplib.HTTPConnection)
Vadim Gelfer
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r2600
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r2435 #########################################################################
##### TEST FUNCTIONS
#########################################################################
def error_handler(url):
global HANDLE_ERRORS
orig = HANDLE_ERRORS
keepalive_handler = HTTPHandler()
opener = urllib2.build_opener(keepalive_handler)
urllib2.install_opener(opener)
pos = {0: 'off', 1: 'on'}
for i in (0, 1):
print " fancy error handling %s (HANDLE_ERRORS = %i)" % (pos[i], i)
HANDLE_ERRORS = i
try:
fo = urllib2.urlopen(url)
Peter Arrenbrecht
cleanup: drop variables for unused return values...
r7874 fo.read()
Vadim Gelfer
http client: support persistent connections....
r2435 fo.close()
try: status, reason = fo.status, fo.reason
except AttributeError: status, reason = None, None
except IOError, e:
print " EXCEPTION: %s" % e
raise
else:
print " status = %s, reason = %s" % (status, reason)
HANDLE_ERRORS = orig
hosts = keepalive_handler.open_connections()
print "open connections:", hosts
keepalive_handler.close_all()
Martin Geisler
util: remove md5...
r8296 def md5(s):
try:
from hashlib import md5 as _md5
except ImportError:
from md5 import md5 as _md5
global md5
md5 = _md5
return _md5(s)
Vadim Gelfer
http client: support persistent connections....
r2435 def continuity(url):
format = '%25s: %s'
Vadim Gelfer
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r2600
Vadim Gelfer
http client: support persistent connections....
r2435 # first fetch the file with the normal http handler
opener = urllib2.build_opener()
urllib2.install_opener(opener)
fo = urllib2.urlopen(url)
foo = fo.read()
fo.close()
m = md5.new(foo)
print format % ('normal urllib', m.hexdigest())
# now install the keepalive handler and try again
opener = urllib2.build_opener(HTTPHandler())
urllib2.install_opener(opener)
fo = urllib2.urlopen(url)
foo = fo.read()
fo.close()
m = md5.new(foo)
print format % ('keepalive read', m.hexdigest())
fo = urllib2.urlopen(url)
foo = ''
while 1:
f = fo.readline()
if f: foo = foo + f
else: break
fo.close()
m = md5.new(foo)
print format % ('keepalive readline', m.hexdigest())
def comp(N, url):
print ' making %i connections to:\n %s' % (N, url)
sys.stdout.write(' first using the normal urllib handlers')
# first use normal opener
opener = urllib2.build_opener()
urllib2.install_opener(opener)
t1 = fetch(N, url)
print ' TIME: %.3f s' % t1
sys.stdout.write(' now using the keepalive handler ')
# now install the keepalive handler and try again
opener = urllib2.build_opener(HTTPHandler())
urllib2.install_opener(opener)
t2 = fetch(N, url)
print ' TIME: %.3f s' % t2
print ' improvement factor: %.2f' % (t1/t2, )
Vadim Gelfer
clean up trailing white space.
r2600
Vadim Gelfer
http client: support persistent connections....
r2435 def fetch(N, url, delay=0):
import time
lens = []
starttime = time.time()
for i in range(N):
if delay and i > 0: time.sleep(delay)
fo = urllib2.urlopen(url)
foo = fo.read()
fo.close()
lens.append(len(foo))
diff = time.time() - starttime
j = 0
for i in lens[1:]:
j = j + 1
if not i == lens[0]:
print "WARNING: inconsistent length on read %i: %i" % (j, i)
return diff
def test_timeout(url):
global DEBUG
dbbackup = DEBUG
class FakeLogger:
def debug(self, msg, *args): print msg % args
info = warning = error = debug
DEBUG = FakeLogger()
print " fetching the file to establish a connection"
fo = urllib2.urlopen(url)
data1 = fo.read()
fo.close()
Vadim Gelfer
clean up trailing white space.
r2600
Vadim Gelfer
http client: support persistent connections....
r2435 i = 20
print " waiting %i seconds for the server to close the connection" % i
while i > 0:
sys.stdout.write('\r %2i' % i)
sys.stdout.flush()
time.sleep(1)
i -= 1
sys.stderr.write('\r')
print " fetching the file a second time"
fo = urllib2.urlopen(url)
data2 = fo.read()
fo.close()
if data1 == data2:
print ' data are identical'
else:
print ' ERROR: DATA DIFFER'
DEBUG = dbbackup
Vadim Gelfer
clean up trailing white space.
r2600
Vadim Gelfer
http client: support persistent connections....
r2435 def test(url, N=10):
print "checking error hander (do this on a non-200)"
try: error_handler(url)
Peter Arrenbrecht
cleanup: drop unused assignments
r7875 except IOError:
Vadim Gelfer
http client: support persistent connections....
r2435 print "exiting - exception will prevent further tests"
sys.exit()
print
print "performing continuity test (making sure stuff isn't corrupted)"
continuity(url)
print
print "performing speed comparison"
comp(N, url)
print
print "performing dropped-connection check"
test_timeout(url)
Vadim Gelfer
clean up trailing white space.
r2600
Vadim Gelfer
http client: support persistent connections....
r2435 if __name__ == '__main__':
import time
import sys
try:
N = int(sys.argv[1])
url = sys.argv[2]
except:
print "%s <integer> <url>" % sys.argv[0]
else:
test(url, N)