##// END OF EJS Templates
move Python-specific help links to kernel_info...
move Python-specific help links to kernel_info help_links in kernel_info were already in the msg spec, but not implemented. Python-specific docs are now linked to the Python version.

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session.py
873 lines | 30.6 KiB | text/x-python | PythonLexer
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r4017 """Session object for building, serializing, sending, and receiving messages in
IPython. The Session object supports serialization, HMAC signatures, and
metadata on messages.
Also defined here are utilities for working with Sessions:
* A SessionFactory to be used as a base class for configurables that work with
Sessions.
* A Message object for convenience that allows attribute-access to the msg dict.
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r4006 """
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r16289 # Copyright (c) IPython Development Team.
# Distributed under the terms of the Modified BSD License.
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r4006
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r11656 import hashlib
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r4006 import hmac
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r4007 import logging
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r2597 import os
import pprint
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r10811 import random
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r4006 import uuid
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r18330 import warnings
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r4006 from datetime import datetime
try:
import cPickle
pickle = cPickle
except:
cPickle = None
import pickle
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r17228 try:
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r17359 # We are using compare_digest to limit the surface of timing attacks
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r17228 from hmac import compare_digest
except ImportError:
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r17359 # Python < 2.7.7: When digests don't match no feedback is provided,
# limiting the surface of attack
def compare_digest(a,b): return a == b
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r2597 import zmq
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r4006 from zmq.utils import jsonapi
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r4007 from zmq.eventloop.ioloop import IOLoop
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r4006 from zmq.eventloop.zmqstream import ZMQStream
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r17229 from IPython.core.release import kernel_protocol_version
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r4017 from IPython.config.configurable import Configurable, LoggingConfigurable
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r9450 from IPython.utils import io
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r4006 from IPython.utils.importstring import import_item
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r4008 from IPython.utils.jsonutil import extract_dates, squash_dates, date_default
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r13361 from IPython.utils.py3compat import (str_to_bytes, str_to_unicode, unicode_type,
iteritems)
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r4091 from IPython.utils.traitlets import (CBytes, Unicode, Bool, Any, Instance, Set,
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r11656 DottedObjectName, CUnicode, Dict, Integer,
TraitError,
)
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r17044 from IPython.utils.pickleutil import PICKLE_PROTOCOL
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r16696 from IPython.kernel.adapter import adapt
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r9372 from IPython.kernel.zmq.serialize import MAX_ITEMS, MAX_BYTES
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#-----------------------------------------------------------------------------
# utility functions
#-----------------------------------------------------------------------------
def squash_unicode(obj):
"""coerce unicode back to bytestrings."""
if isinstance(obj,dict):
for key in obj.keys():
obj[key] = squash_unicode(obj[key])
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r13353 if isinstance(key, unicode_type):
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r4006 obj[squash_unicode(key)] = obj.pop(key)
elif isinstance(obj, list):
for i,v in enumerate(obj):
obj[i] = squash_unicode(v)
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r13353 elif isinstance(obj, unicode_type):
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r4006 obj = obj.encode('utf8')
return obj
#-----------------------------------------------------------------------------
# globals and defaults
#-----------------------------------------------------------------------------
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r6629 # ISO8601-ify datetime objects
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r16626 # allow unicode
# disallow nan, because it's not actually valid JSON
json_packer = lambda obj: jsonapi.dumps(obj, default=date_default,
ensure_ascii=False, allow_nan=False,
)
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r13510 json_unpacker = lambda s: jsonapi.loads(s)
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r17044 pickle_packer = lambda o: pickle.dumps(squash_dates(o), PICKLE_PROTOCOL)
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r4006 pickle_unpacker = pickle.loads
default_packer = json_packer
default_unpacker = json_unpacker
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r7968 DELIM = b"<IDS|MSG>"
# singleton dummy tracker, which will always report as done
DONE = zmq.MessageTracker()
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#-----------------------------------------------------------------------------
# Mixin tools for apps that use Sessions
#-----------------------------------------------------------------------------
session_aliases = dict(
ident = 'Session.session',
user = 'Session.username',
keyfile = 'Session.keyfile',
)
session_flags = {
'secure' : ({'Session' : { 'key' : str_to_bytes(str(uuid.uuid4())),
'keyfile' : '' }},
"""Use HMAC digests for authentication of messages.
Setting this flag will generate a new UUID to use as the HMAC key.
"""),
'no-secure' : ({'Session' : { 'key' : b'', 'keyfile' : '' }},
"""Don't authenticate messages."""),
}
def default_secure(cfg):
"""Set the default behavior for a config environment to be secure.
If Session.key/keyfile have not been set, set Session.key to
a new random UUID.
"""
if 'Session' in cfg:
if 'key' in cfg.Session or 'keyfile' in cfg.Session:
return
# key/keyfile not specified, generate new UUID:
cfg.Session.key = str_to_bytes(str(uuid.uuid4()))
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r4006 #-----------------------------------------------------------------------------
# Classes
#-----------------------------------------------------------------------------
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r4017 class SessionFactory(LoggingConfigurable):
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r4007 """The Base class for configurables that have a Session, Context, logger,
and IOLoop.
"""
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r4007 logname = Unicode('')
def _logname_changed(self, name, old, new):
self.log = logging.getLogger(new)
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r4007 # not configurable:
context = Instance('zmq.Context')
def _context_default(self):
return zmq.Context.instance()
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r9372 session = Instance('IPython.kernel.zmq.session.Session')
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r4007 loop = Instance('zmq.eventloop.ioloop.IOLoop', allow_none=False)
def _loop_default(self):
return IOLoop.instance()
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r4007 def __init__(self, **kwargs):
super(SessionFactory, self).__init__(**kwargs)
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r4007 if self.session is None:
# construct the session
self.session = Session(**kwargs)
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r2597 class Message(object):
"""A simple message object that maps dict keys to attributes.
A Message can be created from a dict and a dict from a Message instance
simply by calling dict(msg_obj)."""
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r2597 def __init__(self, msg_dict):
dct = self.__dict__
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r13361 for k, v in iteritems(dict(msg_dict)):
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r2597 if isinstance(v, dict):
v = Message(v)
dct[k] = v
# Having this iterator lets dict(msg_obj) work out of the box.
def __iter__(self):
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r13361 return iter(iteritems(self.__dict__))
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r2597 def __repr__(self):
return repr(self.__dict__)
def __str__(self):
return pprint.pformat(self.__dict__)
def __contains__(self, k):
return k in self.__dict__
def __getitem__(self, k):
return self.__dict__[k]
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r4006 def msg_header(msg_id, msg_type, username, session):
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r4008 date = datetime.now()
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r16565 version = kernel_protocol_version
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r4006 return locals()
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def extract_header(msg_or_header):
"""Given a message or header, return the header."""
if not msg_or_header:
return {}
try:
# See if msg_or_header is the entire message.
h = msg_or_header['header']
except KeyError:
try:
# See if msg_or_header is just the header
h = msg_or_header['msg_id']
except KeyError:
raise
else:
h = msg_or_header
if not isinstance(h, dict):
h = dict(h)
return h
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r4006 class Session(Configurable):
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r4017 """Object for handling serialization and sending of messages.
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r4017 The Session object handles building messages and sending them
with ZMQ sockets or ZMQStream objects. Objects can communicate with each
other over the network via Session objects, and only need to work with the
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r4872 dict-based IPython message spec. The Session will handle
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r4017 serialization/deserialization, security, and metadata.
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r17229 Sessions support configurable serialization via packer/unpacker traits,
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r4017 and signing with HMAC digests via the key/keyfile traits.
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r4017 Parameters
----------
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r4017 debug : bool
whether to trigger extra debugging statements
packer/unpacker : str : 'json', 'pickle' or import_string
importstrings for methods to serialize message parts. If just
'json' or 'pickle', predefined JSON and pickle packers will be used.
Otherwise, the entire importstring must be used.
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r4017 The functions must accept at least valid JSON input, and output *bytes*.
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r4017 For example, to use msgpack:
packer = 'msgpack.packb', unpacker='msgpack.unpackb'
pack/unpack : callables
You can also set the pack/unpack callables for serialization directly.
session : bytes
the ID of this Session object. The default is to generate a new UUID.
username : unicode
username added to message headers. The default is to ask the OS.
key : bytes
The key used to initialize an HMAC signature. If unset, messages
will not be signed or checked.
keyfile : filepath
The file containing a key. If this is set, `key` will be initialized
to the contents of the file.
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r4017 """
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r4006 debug=Bool(False, config=True, help="""Debug output in the Session""")
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r4055 packer = DottedObjectName('json',config=True,
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r4006 help="""The name of the packer for serializing messages.
Should be one of 'json', 'pickle', or an import name
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r4008 for a custom callable serializer.""")
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r4006 def _packer_changed(self, name, old, new):
if new.lower() == 'json':
self.pack = json_packer
self.unpack = json_unpacker
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r7889 self.unpacker = new
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r4006 elif new.lower() == 'pickle':
self.pack = pickle_packer
self.unpack = pickle_unpacker
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r7889 self.unpacker = new
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r2606 else:
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r4008 self.pack = import_item(str(new))
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r2597
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r4055 unpacker = DottedObjectName('json', config=True,
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r4006 help="""The name of the unpacker for unserializing messages.
Only used with custom functions for `packer`.""")
def _unpacker_changed(self, name, old, new):
if new.lower() == 'json':
self.pack = json_packer
self.unpack = json_unpacker
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r7889 self.packer = new
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r4006 elif new.lower() == 'pickle':
self.pack = pickle_packer
self.unpack = pickle_unpacker
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r7889 self.packer = new
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r4006 else:
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r4008 self.unpack = import_item(str(new))
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r4735 session = CUnicode(u'', config=True,
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r4006 help="""The UUID identifying this session.""")
def _session_default(self):
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r13353 u = unicode_type(uuid.uuid4())
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r4770 self.bsession = u.encode('ascii')
return u
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r4770 def _session_changed(self, name, old, new):
self.bsession = self.session.encode('ascii')
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r4770 # bsession is the session as bytes
bsession = CBytes(b'')
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r10998 username = Unicode(str_to_unicode(os.environ.get('USER', 'username')),
help="""Username for the Session. Default is your system username.""",
config=True)
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r7952 metadata = Dict({}, config=True,
help="""Metadata dictionary, which serves as the default top-level metadata dict for each message.""")
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r16696
# if 0, no adapting to do.
adapt_version = Integer(0)
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r4006 # message signature related traits:
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r4091 key = CBytes(b'', config=True,
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r4006 help="""execution key, for extra authentication.""")
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r16730 def _key_changed(self):
self._new_auth()
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r10811
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r11656 signature_scheme = Unicode('hmac-sha256', config=True,
help="""The digest scheme used to construct the message signatures.
Must have the form 'hmac-HASH'.""")
def _signature_scheme_changed(self, name, old, new):
if not new.startswith('hmac-'):
raise TraitError("signature_scheme must start with 'hmac-', got %r" % new)
hash_name = new.split('-', 1)[1]
try:
self.digest_mod = getattr(hashlib, hash_name)
except AttributeError:
raise TraitError("hashlib has no such attribute: %s" % hash_name)
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r16730 self._new_auth()
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r11656
digest_mod = Any()
def _digest_mod_default(self):
return hashlib.sha256
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r4006 auth = Instance(hmac.HMAC)
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r10811
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r16730 def _new_auth(self):
if self.key:
self.auth = hmac.HMAC(self.key, digestmod=self.digest_mod)
else:
self.auth = None
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r4006 digest_history = Set()
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r10811 digest_history_size = Integer(2**16, config=True,
help="""The maximum number of digests to remember.
The digest history will be culled when it exceeds this value.
"""
)
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r4006 keyfile = Unicode('', config=True,
help="""path to file containing execution key.""")
def _keyfile_changed(self, name, old, new):
with open(new, 'rb') as f:
self.key = f.read().strip()
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r2597
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r9439 # for protecting against sends from forks
pid = Integer()
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r4962 # serialization traits:
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r4006 pack = Any(default_packer) # the actual packer function
def _pack_changed(self, name, old, new):
if not callable(new):
raise TypeError("packer must be callable, not %s"%type(new))
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r4006 unpack = Any(default_unpacker) # the actual packer function
def _unpack_changed(self, name, old, new):
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r4006 if not callable(new):
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r4008 raise TypeError("unpacker must be callable, not %s"%type(new))
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r7968
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r8033 # thresholds:
copy_threshold = Integer(2**16, config=True,
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r7968 help="Threshold (in bytes) beyond which a buffer should be sent without copying.")
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r8033 buffer_threshold = Integer(MAX_BYTES, config=True,
help="Threshold (in bytes) beyond which an object's buffer should be extracted to avoid pickling.")
item_threshold = Integer(MAX_ITEMS, config=True,
help="""The maximum number of items for a container to be introspected for custom serialization.
Containers larger than this are pickled outright.
"""
)
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r4006 def __init__(self, **kwargs):
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r4017 """create a Session object
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r4017 Parameters
----------
debug : bool
whether to trigger extra debugging statements
packer/unpacker : str : 'json', 'pickle' or import_string
importstrings for methods to serialize message parts. If just
'json' or 'pickle', predefined JSON and pickle packers will be used.
Otherwise, the entire importstring must be used.
The functions must accept at least valid JSON input, and output
*bytes*.
For example, to use msgpack:
packer = 'msgpack.packb', unpacker='msgpack.unpackb'
pack/unpack : callables
You can also set the pack/unpack callables for serialization
directly.
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r4770 session : unicode (must be ascii)
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r4872 the ID of this Session object. The default is to generate a new
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r4017 UUID.
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r4770 bsession : bytes
The session as bytes
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r4017 username : unicode
username added to message headers. The default is to ask the OS.
key : bytes
The key used to initialize an HMAC signature. If unset, messages
will not be signed or checked.
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r11656 signature_scheme : str
The message digest scheme. Currently must be of the form 'hmac-HASH',
where 'HASH' is a hashing function available in Python's hashlib.
The default is 'hmac-sha256'.
This is ignored if 'key' is empty.
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r4017 keyfile : filepath
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r4872 The file containing a key. If this is set, `key` will be
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r4017 initialized to the contents of the file.
"""
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r4006 super(Session, self).__init__(**kwargs)
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r4008 self._check_packers()
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r4006 self.none = self.pack({})
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r4770 # ensure self._session_default() if necessary, so bsession is defined:
self.session
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r9439 self.pid = os.getpid()
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r4006
@property
def msg_id(self):
"""always return new uuid"""
return str(uuid.uuid4())
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r4008 def _check_packers(self):
MinRK
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r13510 """check packers for datetime support."""
MinRK
handle datetime objects in Session...
r4008 pack = self.pack
unpack = self.unpack
Bernardo B. Marques
remove all trailling spaces
r4872
MinRK
handle datetime objects in Session...
r4008 # check simple serialization
msg = dict(a=[1,'hi'])
try:
packed = pack(msg)
MinRK
more informative error message for bad serialization
r12771 except Exception as e:
msg = "packer '{packer}' could not serialize a simple message: {e}{jsonmsg}"
if self.packer == 'json':
jsonmsg = "\nzmq.utils.jsonapi.jsonmod = %s" % jsonapi.jsonmod
else:
jsonmsg = ""
raise ValueError(
msg.format(packer=self.packer, e=e, jsonmsg=jsonmsg)
)
Bernardo B. Marques
remove all trailling spaces
r4872
MinRK
handle datetime objects in Session...
r4008 # ensure packed message is bytes
if not isinstance(packed, bytes):
raise ValueError("message packed to %r, but bytes are required"%type(packed))
Bernardo B. Marques
remove all trailling spaces
r4872
MinRK
handle datetime objects in Session...
r4008 # check that unpack is pack's inverse
try:
unpacked = unpack(packed)
MinRK
check that the unpacked test object is correct
r12772 assert unpacked == msg
MinRK
more informative error message for bad serialization
r12771 except Exception as e:
msg = "unpacker '{unpacker}' could not handle output from packer '{packer}': {e}{jsonmsg}"
if self.packer == 'json':
jsonmsg = "\nzmq.utils.jsonapi.jsonmod = %s" % jsonapi.jsonmod
else:
jsonmsg = ""
raise ValueError(
msg.format(packer=self.packer, unpacker=self.unpacker, e=e, jsonmsg=jsonmsg)
)
Bernardo B. Marques
remove all trailling spaces
r4872
MinRK
handle datetime objects in Session...
r4008 # check datetime support
msg = dict(t=datetime.now())
try:
unpacked = unpack(pack(msg))
MinRK
don't extract dates in metadata or content...
r13510 if isinstance(unpacked['t'], datetime):
raise ValueError("Shouldn't deserialize to datetime")
MinRK
handle datetime objects in Session...
r4008 except Exception:
self.pack = lambda o: pack(squash_dates(o))
MinRK
don't extract dates in metadata or content...
r13510 self.unpack = lambda s: unpack(s)
Bernardo B. Marques
remove all trailling spaces
r4872
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 def msg_header(self, msg_type):
return msg_header(self.msg_id, msg_type, self.username, self.session)
MinRK
remove sub header from Session
r7956 def msg(self, msg_type, content=None, parent=None, header=None, metadata=None):
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220 """Return the nested message dict.
This format is different from what is sent over the wire. The
MinRK
s/unserialize/deserialize
r18330 serialize/deserialize methods converts this nested message dict to the wire
Brian E. Granger
Fixing docstrings and a few more places for msg_id/msg_type.
r4232 format, which is a list of message parts.
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220 """
Fernando Perez
Added files from our zmq prototype into main ipython tree....
r2597 msg = {}
MinRK
restore msg_id/msg_type aliases in top level of msg dict...
r4711 header = self.msg_header(msg_type) if header is None else header
msg['header'] = header
msg['msg_id'] = header['msg_id']
msg['msg_type'] = header['msg_type']
Fernando Perez
Added files from our zmq prototype into main ipython tree....
r2597 msg['parent_header'] = {} if parent is None else extract_header(parent)
msg['content'] = {} if content is None else content
Jason Grout
Make top-level metadata dictionary not optional.
r7955 msg['metadata'] = self.metadata.copy()
Jason Grout
Add an optional metadata attribute to all messages and add a session-level default metadata attribute.
r7952 if metadata is not None:
Jason Grout
Make top-level metadata dictionary not optional.
r7955 msg['metadata'].update(metadata)
Fernando Perez
Added files from our zmq prototype into main ipython tree....
r2597 return msg
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220 def sign(self, msg_list):
"""Sign a message with HMAC digest. If no auth, return b''.
Parameters
----------
msg_list : list
Bernardo B. Marques
remove all trailling spaces
r4872 The [p_header,p_parent,p_content] part of the message list.
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220 """
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 if self.auth is None:
return b''
h = self.auth.copy()
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220 for m in msg_list:
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 h.update(m)
Thomas Kluyver
More Python 3 compatibility fixes.
r4732 return str_to_bytes(h.hexdigest())
Bernardo B. Marques
remove all trailling spaces
r4872
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 def serialize(self, msg, ident=None):
MinRK
update Session object per review...
r4017 """Serialize the message components to bytes.
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220
MinRK
s/unserialize/deserialize
r18330 This is roughly the inverse of deserialize. The serialize/deserialize
Brian E. Granger
Renaming unpack_message to unserialize and updating docstrings.
r4231 methods work with full message lists, whereas pack/unpack work with
the individual message parts in the message list.
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220 Parameters
----------
msg : dict or Message
Paul Ivanov
minor cleanup
r17229 The next message dict as returned by the self.msg method.
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220
MinRK
update Session object per review...
r4017 Returns
-------
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220 msg_list : list
Thomas Kluyver
More fixes to doc formatting
r13598 The list of bytes objects to be sent with the format::
[ident1, ident2, ..., DELIM, HMAC, p_header, p_parent,
p_metadata, p_content, buffer1, buffer2, ...]
In this list, the ``p_*`` entities are the packed or serialized
versions, so if JSON is used, these are utf8 encoded JSON strings.
MinRK
update Session object per review...
r4017 """
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 content = msg.get('content', {})
if content is None:
content = self.none
elif isinstance(content, dict):
content = self.pack(content)
elif isinstance(content, bytes):
# content is already packed, as in a relayed message
pass
Thomas Kluyver
Replace references to unicode and basestring
r13353 elif isinstance(content, unicode_type):
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 # should be bytes, but JSON often spits out unicode
content = content.encode('utf8')
else:
raise TypeError("Content incorrect type: %s"%type(content))
Bernardo B. Marques
remove all trailling spaces
r4872
real_message = [self.pack(msg['header']),
self.pack(msg['parent_header']),
Jason Grout
Make top-level metadata dictionary not optional.
r7955 self.pack(msg['metadata']),
content,
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 ]
Bernardo B. Marques
remove all trailling spaces
r4872
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 to_send = []
if isinstance(ident, list):
# accept list of idents
to_send.extend(ident)
elif ident is not None:
to_send.append(ident)
to_send.append(DELIM)
Bernardo B. Marques
remove all trailling spaces
r4872
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 signature = self.sign(real_message)
to_send.append(signature)
Bernardo B. Marques
remove all trailling spaces
r4872
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 to_send.extend(real_message)
return to_send
Bernardo B. Marques
remove all trailling spaces
r4872
Brian E. Granger
Adding tests for zmq.session.
r4233 def send(self, stream, msg_or_type, content=None, parent=None, ident=None,
MinRK
remove sub header from Session
r7956 buffers=None, track=False, header=None, metadata=None):
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 """Build and send a message via stream or socket.
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220
The message format used by this function internally is as follows:
[ident1,ident2,...,DELIM,HMAC,p_header,p_parent,p_content,
Bernardo B. Marques
remove all trailling spaces
r4872 buffer1,buffer2,...]
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220
MinRK
s/unserialize/deserialize
r18330 The serialize/deserialize methods convert the nested message dict into this
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220 format.
MinRK
add docstrings, per review.
r3271 Parameters
----------
Bernardo B. Marques
remove all trailling spaces
r4872
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 stream : zmq.Socket or ZMQStream
Brian E. Granger
Fixing docstrings and a few more places for msg_id/msg_type.
r4232 The socket-like object used to send the data.
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 msg_or_type : str or Message/dict
Bernardo B. Marques
remove all trailling spaces
r4872 Normally, msg_or_type will be a msg_type unless a message is being
Brian E. Granger
More tests for Session.send/recv.
r4234 sent more than once. If a header is supplied, this can be set to
None and the msg_type will be pulled from the header.
Bernardo B. Marques
remove all trailling spaces
r4872
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 content : dict or None
Brian E. Granger
Fixing docstrings and a few more places for msg_id/msg_type.
r4232 The content of the message (ignored if msg_or_type is a message).
header : dict or None
Jason Grout
Add an optional metadata attribute to all messages and add a session-level default metadata attribute.
r7952 The header dict for the message (ignored if msg_to_type is a message).
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 parent : Message or dict or None
Brian E. Granger
Fixing docstrings and a few more places for msg_id/msg_type.
r4232 The parent or parent header describing the parent of this message
(ignored if msg_or_type is a message).
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 ident : bytes or list of bytes
Brian E. Granger
Fixing docstrings and a few more places for msg_id/msg_type.
r4232 The zmq.IDENTITY routing path.
Jason Grout
Add an optional metadata attribute to all messages and add a session-level default metadata attribute.
r7952 metadata : dict or None
The metadata describing the message
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 buffers : list or None
Brian E. Granger
Fixing docstrings and a few more places for msg_id/msg_type.
r4232 The already-serialized buffers to be appended to the message.
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 track : bool
Brian E. Granger
Fixing docstrings and a few more places for msg_id/msg_type.
r4232 Whether to track. Only for use with Sockets, because ZMQStream
objects cannot track messages.
Jason Grout
Add an optional metadata attribute to all messages and add a session-level default metadata attribute.
r7952
Bernardo B. Marques
remove all trailling spaces
r4872
MinRK
add docstrings, per review.
r3271 Returns
-------
Brian E. Granger
Fixing docstrings and a few more places for msg_id/msg_type.
r4232 msg : dict
The constructed message.
MinRK
add docstrings, per review.
r3271 """
epatters
Implement EmbeddedKernel.
r8411 if not isinstance(stream, zmq.Socket):
# ZMQStreams and dummy sockets do not support tracking.
track = False
Bernardo B. Marques
remove all trailling spaces
r4872
Brian Granger
Fixing typos in session.py.
r3290 if isinstance(msg_or_type, (Message, dict)):
Brian E. Granger
Fixing docstrings and a few more places for msg_id/msg_type.
r4232 # We got a Message or message dict, not a msg_type so don't
# build a new Message.
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 msg = msg_or_type
MinRK
include buffers when resending message...
r18336 buffers = buffers or msg.get('buffers', [])
MinRK
all sends/recvs now via Session.send/recv....
r3269 else:
Bernardo B. Marques
remove all trailling spaces
r4872 msg = self.msg(msg_or_type, content=content, parent=parent,
MinRK
remove sub header from Session
r7956 header=header, metadata=metadata)
MinRK
use Session to protect from fork-unsafe sockets
r9439 if not os.getpid() == self.pid:
io.rprint("WARNING: attempted to send message from fork")
io.rprint(msg)
return
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 buffers = [] if buffers is None else buffers
MinRK
adapt messages in Session...
r16696 if self.adapt_version:
msg = adapt(msg, self.adapt_version)
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 to_send = self.serialize(msg, ident)
MinRK
add copy_threshold to limit use of zero-copy to sufficiently large messages...
r7968 to_send.extend(buffers)
longest = max([ len(s) for s in to_send ])
MinRK
fix inverted copy-threshold
r7973 copy = (longest < self.copy_threshold)
MinRK
add copy_threshold to limit use of zero-copy to sufficiently large messages...
r7968
if buffers and track and not copy:
# only really track when we are doing zero-copy buffers
tracker = stream.send_multipart(to_send, copy=False, track=True)
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 else:
MinRK
add copy_threshold to limit use of zero-copy to sufficiently large messages...
r7968 # use dummy tracker, which will be done immediately
tracker = DONE
stream.send_multipart(to_send, copy=copy)
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 if self.debug:
pprint.pprint(msg)
pprint.pprint(to_send)
pprint.pprint(buffers)
Bernardo B. Marques
remove all trailling spaces
r4872
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 msg['tracker'] = tracker
Bernardo B. Marques
remove all trailling spaces
r4872
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 return msg
Brian E. Granger
Fixing docstrings and a few more places for msg_id/msg_type.
r4232
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220 def send_raw(self, stream, msg_list, flags=0, copy=True, ident=None):
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 """Send a raw message via ident path.
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220
This method is used to send a already serialized message.
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 Parameters
----------
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220 stream : ZMQStream or Socket
The ZMQ stream or socket to use for sending the message.
msg_list : list
The serialized list of messages to send. This only includes the
Jason Grout
Make top-level metadata dictionary not optional.
r7955 [p_header,p_parent,p_metadata,p_content,buffer1,buffer2,...] portion of
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220 the message.
ident : ident or list
A single ident or a list of idents to use in sending.
"""
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 to_send = []
if isinstance(ident, bytes):
ident = [ident]
if ident is not None:
to_send.extend(ident)
Brian E. Granger
Fixing docstrings and a few more places for msg_id/msg_type.
r4232
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 to_send.append(DELIM)
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220 to_send.append(self.sign(msg_list))
to_send.extend(msg_list)
Doug Blank
Error in Session.send_raw()...
r14642 stream.send_multipart(to_send, flags, copy=copy)
Bernardo B. Marques
remove all trailling spaces
r4872
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 def recv(self, socket, mode=zmq.NOBLOCK, content=True, copy=True):
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220 """Receive and unpack a message.
Parameters
----------
socket : ZMQStream or Socket
The socket or stream to use in receiving.
Returns
-------
[idents], msg
[idents] is a list of idents and msg is a nested message dict of
same format as self.msg returns.
"""
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 if isinstance(socket, ZMQStream):
socket = socket.socket
Fernando Perez
Added files from our zmq prototype into main ipython tree....
r2597 try:
MinRK
respect copy flag in Session.recv
r6786 msg_list = socket.recv_multipart(mode, copy=copy)
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 except zmq.ZMQError as e:
Fernando Perez
Added files from our zmq prototype into main ipython tree....
r2597 if e.errno == zmq.EAGAIN:
# We can convert EAGAIN to None as we know in this case
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 # recv_multipart won't return None.
MinRK
all sends/recvs now via Session.send/recv....
r3269 return None,None
Fernando Perez
Added files from our zmq prototype into main ipython tree....
r2597 else:
raise
MinRK
update Session object per review...
r4017 # split multipart message into identity list and message dict
# invalid large messages can cause very expensive string comparisons
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220 idents, msg_list = self.feed_identities(msg_list, copy)
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 try:
MinRK
s/unserialize/deserialize
r18330 return idents, self.deserialize(msg_list, content=content, copy=copy)
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 except Exception as e:
# TODO: handle it
raise e
Bernardo B. Marques
remove all trailling spaces
r4872
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220 def feed_identities(self, msg_list, copy=True):
"""Split the identities from the rest of the message.
Feed until DELIM is reached, then return the prefix as idents and
remainder as msg_list. This is easily broken by setting an IDENT to DELIM,
MinRK
update Session object per review...
r4017 but that would be silly.
Bernardo B. Marques
remove all trailling spaces
r4872
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 Parameters
----------
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220 msg_list : a list of Message or bytes objects
The message to be split.
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 copy : bool
flag determining whether the arguments are bytes or Messages
Bernardo B. Marques
remove all trailling spaces
r4872
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 Returns
-------
Brian E. Granger
Renaming unpack_message to unserialize and updating docstrings.
r4231 (idents, msg_list) : two lists
idents will always be a list of bytes, each of which is a ZMQ
identity. msg_list will be a list of bytes or zmq.Messages of the
form [HMAC,p_header,p_parent,p_content,buffer1,buffer2,...] and
MinRK
s/unserialize/deserialize
r18330 should be unpackable/unserializable via self.deserialize at this
Brian E. Granger
Renaming unpack_message to unserialize and updating docstrings.
r4231 point.
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 """
if copy:
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220 idx = msg_list.index(DELIM)
return msg_list[:idx], msg_list[idx+1:]
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 else:
failed = True
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220 for idx,m in enumerate(msg_list):
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 if m.bytes == DELIM:
failed = False
break
if failed:
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220 raise ValueError("DELIM not in msg_list")
idents, msg_list = msg_list[:idx], msg_list[idx+1:]
return [m.bytes for m in idents], msg_list
Bernardo B. Marques
remove all trailling spaces
r4872
MinRK
cull Session digest history...
r10811 def _add_digest(self, signature):
"""add a digest to history to protect against replay attacks"""
if self.digest_history_size == 0:
# no history, never add digests
return
self.digest_history.add(signature)
if len(self.digest_history) > self.digest_history_size:
# threshold reached, cull 10%
self._cull_digest_history()
def _cull_digest_history(self):
"""cull the digest history
Removes a randomly selected 10% of the digest history
"""
current = len(self.digest_history)
n_to_cull = max(int(current // 10), current - self.digest_history_size)
if n_to_cull >= current:
self.digest_history = set()
return
to_cull = random.sample(self.digest_history, n_to_cull)
self.digest_history.difference_update(to_cull)
MinRK
s/unserialize/deserialize
r18330 def deserialize(self, msg_list, content=True, copy=True):
Brian E. Granger
Renaming unpack_message to unserialize and updating docstrings.
r4231 """Unserialize a msg_list to a nested message dict.
MinRK
s/unserialize/deserialize
r18330 This is roughly the inverse of serialize. The serialize/deserialize
Brian E. Granger
Renaming unpack_message to unserialize and updating docstrings.
r4231 methods work with full message lists, whereas pack/unpack work with
the individual message parts in the message list.
Thomas Kluyver
Clean up numpydoc section headers
r13587 Parameters
----------
Brian E. Granger
Renaming unpack_message to unserialize and updating docstrings.
r4231 msg_list : list of bytes or Message objects
The list of message parts of the form [HMAC,p_header,p_parent,
Jason Grout
Make top-level metadata dictionary not optional.
r7955 p_metadata,p_content,buffer1,buffer2,...].
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 content : bool (True)
Brian E. Granger
Renaming unpack_message to unserialize and updating docstrings.
r4231 Whether to unpack the content dict (True), or leave it packed
(False).
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 copy : bool (True)
Brian E. Granger
Renaming unpack_message to unserialize and updating docstrings.
r4231 Whether to return the bytes (True), or the non-copying Message
object in each place (False).
Returns
-------
msg : dict
The nested message dict with top-level keys [header, parent_header,
content, buffers].
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 """
Jason Grout
Make top-level metadata dictionary not optional.
r7955 minlen = 5
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 message = {}
if not copy:
for i in range(minlen):
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220 msg_list[i] = msg_list[i].bytes
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 if self.auth is not None:
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220 signature = msg_list[0]
MinRK
don't print info when message unpacking fails...
r4522 if not signature:
raise ValueError("Unsigned Message")
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 if signature in self.digest_history:
MinRK
cull Session digest history...
r10811 raise ValueError("Duplicate Signature: %r" % signature)
self._add_digest(signature)
MinRK
remove sub header from Session
r7956 check = self.sign(msg_list[1:5])
Paul Ivanov
support Python older than 2.7.7
r17228 if not compare_digest(signature, check):
MinRK
remove sub header from Session
r7956 raise ValueError("Invalid Signature: %r" % signature)
Brian E. Granger
Added more docstrings to IPython.zmq.session....
r4220 if not len(msg_list) >= minlen:
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 raise TypeError("malformed message, must have at least %i elements"%minlen)
MinRK
restore msg_id/msg_type aliases in top level of msg dict...
r4711 header = self.unpack(msg_list[1])
MinRK
don't extract dates in metadata or content...
r13510 message['header'] = extract_dates(header)
MinRK
restore msg_id/msg_type aliases in top level of msg dict...
r4711 message['msg_id'] = header['msg_id']
message['msg_type'] = header['msg_type']
MinRK
don't extract dates in metadata or content...
r13510 message['parent_header'] = extract_dates(self.unpack(msg_list[2]))
Jason Grout
Make top-level metadata dictionary not optional.
r7955 message['metadata'] = self.unpack(msg_list[3])
MinRK
merge IPython.parallel.streamsession into IPython.zmq.session...
r4006 if content:
Jason Grout
Make top-level metadata dictionary not optional.
r7955 message['content'] = self.unpack(msg_list[4])
MinRK
all sends/recvs now via Session.send/recv....
r3269 else:
Jason Grout
Make top-level metadata dictionary not optional.
r7955 message['content'] = msg_list[4]
Bernardo B. Marques
remove all trailling spaces
r4872
Jason Grout
Make top-level metadata dictionary not optional.
r7955 message['buffers'] = msg_list[5:]
MinRK
adapt messages in Session...
r16696 # adapt to the current version
return adapt(message)
MinRK
s/unserialize/deserialize
r18330
def unserialize(self, *args, **kwargs):
warnings.warn(
"Session.unserialize is deprecated. Use Session.deserialize.",
DeprecationWarning,
)
return self.deserialize(*args, **kwargs)
Fernando Perez
Added files from our zmq prototype into main ipython tree....
r2597
def test_msg2obj():
am = dict(x=1)
ao = Message(am)
assert ao.x == am['x']
am['y'] = dict(z=1)
ao = Message(am)
assert ao.y.z == am['y']['z']
Bernardo B. Marques
remove all trailling spaces
r4872
Fernando Perez
Added files from our zmq prototype into main ipython tree....
r2597 k1, k2 = 'y', 'z'
assert ao[k1][k2] == am[k1][k2]
Bernardo B. Marques
remove all trailling spaces
r4872
Fernando Perez
Added files from our zmq prototype into main ipython tree....
r2597 am2 = dict(ao)
assert am['x'] == am2['x']
assert am['y']['z'] == am2['y']['z']
MinRK
update Session object per review...
r4017