protect LBView.targets, AsyncResult._msg_ids -> .msg_ds

IPython/zmq/parallel/asyncresult.py

@@ -1,112 +1,112
 """AsyncResult objects for the client"""
 #-----------------------------------------------------------------------------
 #  Copyright (C) 2010  The IPython Development Team
 #
 #  Distributed under the terms of the BSD License.  The full license is in
 #  the file COPYING, distributed as part of this software.
 #-----------------------------------------------------------------------------
 
 #-----------------------------------------------------------------------------
 # Imports
 #-----------------------------------------------------------------------------
 
 import error
 
 #-----------------------------------------------------------------------------
 # Classes
 #-----------------------------------------------------------------------------
 
 class AsyncResult(object):
     """Class for representing results of non-blocking calls.
     
     Provides the same interface as :py:class:`multiprocessing.AsyncResult`.
     """
     def __init__(self, client, msg_ids):
         self._client = client
-        self._msg_ids = msg_ids
+        self.msg_ids = msg_ids
         self._ready = False
         self._success = None
     
     def __repr__(self):
         if self._ready:
             return "<%s: finished>"%(self.__class__.__name__)
         else:
-            return "<%s: %r>"%(self.__class__.__name__,self._msg_ids)
+            return "<%s: %r>"%(self.__class__.__name__,self.msg_ids)
     
     
     def _reconstruct_result(self, res):
         """
         Override me in subclasses for turning a list of results
         into the expected form.
         """
         if len(res) == 1:
             return res[0]
         else:
             return res
         
     def get(self, timeout=-1):
         """Return the result when it arrives. 
         
         If `timeout` is not ``None`` and the result does not arrive within
         `timeout` seconds then ``TimeoutError`` is raised. If the
         remote call raised an exception then that exception will be reraised
         by get().
         """
         if not self.ready():
             self.wait(timeout)
         
         if self._ready:
             if self._success:
                 return self._result
             else:
                 raise self._exception
         else:
             raise error.TimeoutError("Result not ready.")
     
     def ready(self):
         """Return whether the call has completed."""
         if not self._ready:
             self.wait(0)
         return self._ready
     
     def wait(self, timeout=-1):
         """Wait until the result is available or until `timeout` seconds pass.
         """
         if self._ready:
             return
-        self._ready = self._client.barrier(self._msg_ids, timeout)
+        self._ready = self._client.barrier(self.msg_ids, timeout)
         if self._ready:
             try:
-                results = map(self._client.results.get, self._msg_ids)
+                results = map(self._client.results.get, self.msg_ids)
                 results = error.collect_exceptions(results, 'get')
                 self._result = self._reconstruct_result(results)
             except Exception, e:
                 self._exception = e
                 self._success = False
             else:
                 self._success = True
             
     
     def successful(self):
         """Return whether the call completed without raising an exception. 
         
         Will raise ``AssertionError`` if the result is not ready.
         """
         assert self._ready
         return self._success
 
 class AsyncMapResult(AsyncResult):
     """Class for representing results of non-blocking gathers.
     
     This will properly reconstruct the gather.
     """
     
     def __init__(self, client, msg_ids, mapObject):
         self._mapObject = mapObject
         AsyncResult.__init__(self, client, msg_ids)
     
     def _reconstruct_result(self, res):
         """Perform the gather on the actual results."""
         return self._mapObject.joinPartitions(res)
     
         

IPython/zmq/parallel/client.py

@@ -1,1053 +1,1053
 """A semi-synchronous Client for the ZMQ controller"""
 #-----------------------------------------------------------------------------
 #  Copyright (C) 2010  The IPython Development Team
 #
 #  Distributed under the terms of the BSD License.  The full license is in
 #  the file COPYING, distributed as part of this software.
 #-----------------------------------------------------------------------------
 
 #-----------------------------------------------------------------------------
 # Imports
 #-----------------------------------------------------------------------------
 
 import os
 import time
 from getpass import getpass
 from pprint import pprint
 
 import zmq
 from zmq.eventloop import ioloop, zmqstream
 
 from IPython.external.decorator import decorator
 from IPython.zmq import tunnel
 
 import streamsession as ss
 # from remotenamespace import RemoteNamespace
 from view import DirectView, LoadBalancedView
 from dependency import Dependency, depend, require
 import error
 import map as Map
 from asyncresult import AsyncResult, AsyncMapResult
 from remotefunction import remote,parallel,ParallelFunction,RemoteFunction
 
 #--------------------------------------------------------------------------
 # helpers for implementing old MEC API via client.apply
 #--------------------------------------------------------------------------
 
 def _push(ns):
     """helper method for implementing `client.push` via `client.apply`"""
     globals().update(ns)
 
 def _pull(keys):
     """helper method for implementing `client.pull` via `client.apply`"""
     g = globals()
     if isinstance(keys, (list,tuple, set)):
         for key in keys:
             if not g.has_key(key):
                 raise NameError("name '%s' is not defined"%key)
         return map(g.get, keys)
     else:
         if not g.has_key(keys):
             raise NameError("name '%s' is not defined"%keys)
         return g.get(keys)
 
 def _clear():
     """helper method for implementing `client.clear` via `client.apply`"""
     globals().clear()
 
 def _execute(code):
     """helper method for implementing `client.execute` via `client.apply`"""
     exec code in globals()
     
 
 #--------------------------------------------------------------------------
 # Decorators for Client methods
 #--------------------------------------------------------------------------
 
 @decorator
 def spinfirst(f, self, *args, **kwargs):
     """Call spin() to sync state prior to calling the method."""
     self.spin()
     return f(self, *args, **kwargs)
 
 @decorator
 def defaultblock(f, self, *args, **kwargs):
     """Default to self.block; preserve self.block."""
     block = kwargs.get('block',None)
     block = self.block if block is None else block
     saveblock = self.block
     self.block = block
     try:
         ret = f(self, *args, **kwargs)
     finally:
         self.block = saveblock
     return ret
 
 
 class AbortedTask(object):
     """A basic wrapper object describing an aborted task."""
     def __init__(self, msg_id):
         self.msg_id = msg_id
 
 class ResultDict(dict):
     """A subclass of dict that raises errors if it has them."""
     def __getitem__(self, key):
         res = dict.__getitem__(self, key)
         if isinstance(res, error.KernelError):
             raise res
         return res
 
 class Client(object):
     """A semi-synchronous client to the IPython ZMQ controller
     
     Parameters
     ----------
     
     addr : bytes; zmq url, e.g. 'tcp://127.0.0.1:10101'
         The address of the controller's registration socket.
         [Default: 'tcp://127.0.0.1:10101']
     context : zmq.Context
         Pass an existing zmq.Context instance, otherwise the client will create its own
     username : bytes
         set username to be passed to the Session object
     debug : bool
         flag for lots of message printing for debug purposes
  
     #-------------- ssh related args ----------------
     # These are args for configuring the ssh tunnel to be used
     # credentials are used to forward connections over ssh to the Controller
     # Note that the ip given in `addr` needs to be relative to sshserver
     # The most basic case is to leave addr as pointing to localhost (127.0.0.1),
     # and set sshserver as the same machine the Controller is on. However, 
     # the only requirement is that sshserver is able to see the Controller
     # (i.e. is within the same trusted network).
     
     sshserver : str
         A string of the form passed to ssh, i.e. 'server.tld' or '[e-mail]:port'
         If keyfile or password is specified, and this is not, it will default to
         the ip given in addr.
     sshkey : str; path to public ssh key file
         This specifies a key to be used in ssh login, default None.
         Regular default ssh keys will be used without specifying this argument.
     password : str; 
         Your ssh password to sshserver. Note that if this is left None,
         you will be prompted for it if passwordless key based login is unavailable.
     
     #------- exec authentication args -------
     # If even localhost is untrusted, you can have some protection against
     # unauthorized execution by using a key.  Messages are still sent
     # as cleartext, so if someone can snoop your loopback traffic this will
     # not help anything.
     
     exec_key : str
         an authentication key or file containing a key
         default: None
     
     
     Attributes
     ----------
     ids : set of int engine IDs
         requesting the ids attribute always synchronizes
         the registration state. To request ids without synchronization,
         use semi-private _ids attributes.
     
     history : list of msg_ids
         a list of msg_ids, keeping track of all the execution
         messages you have submitted in order.
     
     outstanding : set of msg_ids
         a set of msg_ids that have been submitted, but whose
         results have not yet been received.
     
     results : dict
         a dict of all our results, keyed by msg_id
     
     block : bool
         determines default behavior when block not specified
         in execution methods
     
     Methods
     -------
     spin : flushes incoming results and registration state changes
             control methods spin, and requesting `ids` also ensures up to date
             
     barrier : wait on one or more msg_ids
     
     execution methods: apply/apply_bound/apply_to/apply_bound
         legacy: execute, run
     
     query methods: queue_status, get_result, purge
     
     control methods: abort, kill
     
     """
     
     
     _connected=False
     _ssh=False
     _engines=None
     _addr='tcp://127.0.0.1:10101'
     _registration_socket=None
     _query_socket=None
     _control_socket=None
     _notification_socket=None
     _mux_socket=None
     _task_socket=None
     block = False
     outstanding=None
     results = None
     history = None
     debug = False
     targets = None
     
     def __init__(self, addr='tcp://127.0.0.1:10101', context=None, username=None, debug=False, 
             sshserver=None, sshkey=None, password=None, paramiko=None,
             exec_key=None,):
         if context is None:
             context = zmq.Context()
         self.context = context
         self.targets = 'all'
         self._addr = addr
         self._ssh = bool(sshserver or sshkey or password)
         if self._ssh and sshserver is None:
             # default to the same
             sshserver = addr.split('://')[1].split(':')[0]
         if self._ssh and password is None:
             if tunnel.try_passwordless_ssh(sshserver, sshkey, paramiko):
                 password=False
             else:
                 password = getpass("SSH Password for %s: "%sshserver)
         ssh_kwargs = dict(keyfile=sshkey, password=password, paramiko=paramiko)
         
         if exec_key is not None and os.path.isfile(exec_key):
             arg = 'keyfile'
         else:
             arg = 'key'
         key_arg = {arg:exec_key}
         if username is None:
             self.session = ss.StreamSession(**key_arg)
         else:
             self.session = ss.StreamSession(username, **key_arg)
         self._registration_socket = self.context.socket(zmq.XREQ)
         self._registration_socket.setsockopt(zmq.IDENTITY, self.session.session)
         if self._ssh:
             tunnel.tunnel_connection(self._registration_socket, addr, sshserver, **ssh_kwargs)
         else:
             self._registration_socket.connect(addr)
         self._engines = {}
         self._ids = set()
         self.outstanding=set()
         self.results = {}
         self.history = []
         self.debug = debug
         self.session.debug = debug
         
         self._notification_handlers = {'registration_notification' : self._register_engine,
                                     'unregistration_notification' : self._unregister_engine,
                                     }
         self._queue_handlers = {'execute_reply' : self._handle_execute_reply,
                                 'apply_reply' : self._handle_apply_reply}
         self._connect(sshserver, ssh_kwargs)
         
     
     @property
     def ids(self):
         """Always up to date ids property."""
         self._flush_notifications()
         return self._ids
     
     def _update_engines(self, engines):
         """Update our engines dict and _ids from a dict of the form: {id:uuid}."""
         for k,v in engines.iteritems():
             eid = int(k)
             self._engines[eid] = bytes(v) # force not unicode
             self._ids.add(eid)
     
     def _build_targets(self, targets):
         """Turn valid target IDs or 'all' into two lists:
         (int_ids, uuids).
         """
         if targets is None:
             targets = self._ids
         elif isinstance(targets, str):
             if targets.lower() == 'all':
                 targets = self._ids
             else:
                 raise TypeError("%r not valid str target, must be 'all'"%(targets))
         elif isinstance(targets, int):
             targets = [targets]
         return [self._engines[t] for t in targets], list(targets)
     
     def _connect(self, sshserver, ssh_kwargs):
         """setup all our socket connections to the controller. This is called from
         __init__."""
         if self._connected:
             return
         self._connected=True
 
         def connect_socket(s, addr):
             if self._ssh:
                 return tunnel.tunnel_connection(s, addr, sshserver, **ssh_kwargs)
             else:
                 return s.connect(addr)
             
         self.session.send(self._registration_socket, 'connection_request')
         idents,msg = self.session.recv(self._registration_socket,mode=0)
         if self.debug:
             pprint(msg)
         msg = ss.Message(msg)
         content = msg.content
         if content.status == 'ok':
             if content.queue:
                 self._mux_socket = self.context.socket(zmq.PAIR)
                 self._mux_socket.setsockopt(zmq.IDENTITY, self.session.session)
                 connect_socket(self._mux_socket, content.queue)
             if content.task:
                 self._task_socket = self.context.socket(zmq.PAIR)
                 self._task_socket.setsockopt(zmq.IDENTITY, self.session.session)
                 connect_socket(self._task_socket, content.task)
             if content.notification:
                 self._notification_socket = self.context.socket(zmq.SUB)
                 connect_socket(self._notification_socket, content.notification)
                 self._notification_socket.setsockopt(zmq.SUBSCRIBE, "")
             if content.query:
                 self._query_socket = self.context.socket(zmq.PAIR)
                 self._query_socket.setsockopt(zmq.IDENTITY, self.session.session)
                 connect_socket(self._query_socket, content.query)
             if content.control:
                 self._control_socket = self.context.socket(zmq.PAIR)
                 self._control_socket.setsockopt(zmq.IDENTITY, self.session.session)
                 connect_socket(self._control_socket, content.control)
             self._update_engines(dict(content.engines))
                 
         else:
             self._connected = False
             raise Exception("Failed to connect!")
     
     #--------------------------------------------------------------------------
     # handlers and callbacks for incoming messages
     #--------------------------------------------------------------------------
     
     def _register_engine(self, msg):
         """Register a new engine, and update our connection info."""
         content = msg['content']
         eid = content['id']
         d = {eid : content['queue']}
         self._update_engines(d)
         self._ids.add(int(eid))
 
     def _unregister_engine(self, msg):
         """Unregister an engine that has died."""
         content = msg['content']
         eid = int(content['id'])
         if eid in self._ids:
             self._ids.remove(eid)
             self._engines.pop(eid)
         
     def _handle_execute_reply(self, msg):
         """Save the reply to an execute_request into our results."""
         parent = msg['parent_header']
         msg_id = parent['msg_id']
         if msg_id not in self.outstanding:
             print("got unknown result: %s"%msg_id)
         else:
             self.outstanding.remove(msg_id)
         self.results[msg_id] = ss.unwrap_exception(msg['content'])
     
     def _handle_apply_reply(self, msg):
         """Save the reply to an apply_request into our results."""
         parent = msg['parent_header']
         msg_id = parent['msg_id']
         if msg_id not in self.outstanding:
             print ("got unknown result: %s"%msg_id)
         else:
             self.outstanding.remove(msg_id)
         content = msg['content']
         if content['status'] == 'ok':
             self.results[msg_id] = ss.unserialize_object(msg['buffers'])
         elif content['status'] == 'aborted':
             self.results[msg_id] = error.AbortedTask(msg_id)
         elif content['status'] == 'resubmitted':
             # TODO: handle resubmission
             pass
         else:
             e = ss.unwrap_exception(content)
             e_uuid = e.engine_info['engineid']
             for k,v in self._engines.iteritems():
                 if v == e_uuid:
                     e.engine_info['engineid'] = k
                     break
             self.results[msg_id] = e
     
     def _flush_notifications(self):
         """Flush notifications of engine registrations waiting
         in ZMQ queue."""
         msg = self.session.recv(self._notification_socket, mode=zmq.NOBLOCK)
         while msg is not None:
             if self.debug:
                 pprint(msg)
             msg = msg[-1]
             msg_type = msg['msg_type']
             handler = self._notification_handlers.get(msg_type, None)
             if handler is None:
                 raise Exception("Unhandled message type: %s"%msg.msg_type)
             else:
                 handler(msg)
             msg = self.session.recv(self._notification_socket, mode=zmq.NOBLOCK)
     
     def _flush_results(self, sock):
         """Flush task or queue results waiting in ZMQ queue."""
         msg = self.session.recv(sock, mode=zmq.NOBLOCK)
         while msg is not None:
             if self.debug:
                 pprint(msg)
             msg = msg[-1]
             msg_type = msg['msg_type']
             handler = self._queue_handlers.get(msg_type, None)
             if handler is None:
                 raise Exception("Unhandled message type: %s"%msg.msg_type)
             else:
                 handler(msg)
             msg = self.session.recv(sock, mode=zmq.NOBLOCK)
     
     def _flush_control(self, sock):
         """Flush replies from the control channel waiting
         in the ZMQ queue.
         
         Currently: ignore them."""
         msg = self.session.recv(sock, mode=zmq.NOBLOCK)
         while msg is not None:
             if self.debug:
                 pprint(msg)
             msg = self.session.recv(sock, mode=zmq.NOBLOCK)
     
     #--------------------------------------------------------------------------
     # getitem
     #--------------------------------------------------------------------------
     
     def __getitem__(self, key):
         """Dict access returns DirectView multiplexer objects or,
         if key is None, a LoadBalancedView."""
         if key is None:
             return LoadBalancedView(self)
         if isinstance(key, int):
             if key not in self.ids:
                 raise IndexError("No such engine: %i"%key)
             return DirectView(self, key)
         
         if isinstance(key, slice):
             indices = range(len(self.ids))[key]
             ids = sorted(self._ids)
             key = [ ids[i] for i in indices ]
             # newkeys = sorted(self._ids)[thekeys[k]]
         
         if isinstance(key, (tuple, list, xrange)):
             _,targets = self._build_targets(list(key))
             return DirectView(self, targets)
         else:
             raise TypeError("key by int/iterable of ints only, not %s"%(type(key)))
     
     #--------------------------------------------------------------------------
     # Begin public methods
     #--------------------------------------------------------------------------
     
     @property
     def remote(self):
         """property for convenient RemoteFunction generation.
         
         >>> @client.remote
         ... def f():
                 import os
                 print (os.getpid())
         """
         return remote(self, block=self.block)
     
     def spin(self):
         """Flush any registration notifications and execution results
         waiting in the ZMQ queue.
         """
         if self._notification_socket:
             self._flush_notifications()
         if self._mux_socket:
             self._flush_results(self._mux_socket)
         if self._task_socket:
             self._flush_results(self._task_socket)
         if self._control_socket:
             self._flush_control(self._control_socket)
     
     def barrier(self, msg_ids=None, timeout=-1):
         """waits on one or more `msg_ids`, for up to `timeout` seconds.
         
         Parameters
         ----------
         msg_ids : int, str, or list of ints and/or strs, or one or more AsyncResult objects
                 ints are indices to self.history
                 strs are msg_ids
                 default: wait on all outstanding messages
         timeout : float
                 a time in seconds, after which to give up.
                 default is -1, which means no timeout
         
         Returns
         -------
         True : when all msg_ids are done
         False : timeout reached, some msg_ids still outstanding
         """
         tic = time.time()
         if msg_ids is None:
             theids = self.outstanding
         else:
             if isinstance(msg_ids, (int, str, AsyncResult)):
                 msg_ids = [msg_ids]
             theids = set()
             for msg_id in msg_ids:
                 if isinstance(msg_id, int):
                     msg_id = self.history[msg_id]
                 elif isinstance(msg_id, AsyncResult):
-                    map(theids.add, msg_id._msg_ids)
+                    map(theids.add, msg_id.msg_ids)
                     continue
                 theids.add(msg_id)
         if not theids.intersection(self.outstanding):
             return True
         self.spin()
         while theids.intersection(self.outstanding):
             if timeout >= 0 and ( time.time()-tic ) > timeout:
                 break
             time.sleep(1e-3)
             self.spin()
         return len(theids.intersection(self.outstanding)) == 0
     
     #--------------------------------------------------------------------------
     # Control methods
     #--------------------------------------------------------------------------
     
     @spinfirst
     @defaultblock
     def clear(self, targets=None, block=None):
         """Clear the namespace in target(s)."""
         targets = self._build_targets(targets)[0]
         for t in targets:
             self.session.send(self._control_socket, 'clear_request', content={}, ident=t)
         error = False
         if self.block:
             for i in range(len(targets)):
                 idents,msg = self.session.recv(self._control_socket,0)
                 if self.debug:
                     pprint(msg)
                 if msg['content']['status'] != 'ok':
                     error = ss.unwrap_exception(msg['content'])
         if error:
             return error
         
     
     @spinfirst
     @defaultblock
     def abort(self, msg_ids = None, targets=None, block=None):
         """Abort the execution queues of target(s)."""
         targets = self._build_targets(targets)[0]
         if isinstance(msg_ids, basestring):
             msg_ids = [msg_ids]
         content = dict(msg_ids=msg_ids)
         for t in targets:
             self.session.send(self._control_socket, 'abort_request', 
                     content=content, ident=t)
         error = False
         if self.block:
             for i in range(len(targets)):
                 idents,msg = self.session.recv(self._control_socket,0)
                 if self.debug:
                     pprint(msg)
                 if msg['content']['status'] != 'ok':
                     error = ss.unwrap_exception(msg['content'])
         if error:
             return error
     
     @spinfirst
     @defaultblock
     def shutdown(self, targets=None, restart=False, controller=False, block=None):
         """Terminates one or more engine processes, optionally including the controller."""
         if controller:
             targets = 'all'
         targets = self._build_targets(targets)[0]
         for t in targets:
             self.session.send(self._control_socket, 'shutdown_request', 
                         content={'restart':restart},ident=t)
         error = False
         if block or controller:
             for i in range(len(targets)):
                 idents,msg = self.session.recv(self._control_socket,0)
                 if self.debug:
                     pprint(msg)
                 if msg['content']['status'] != 'ok':
                     error = ss.unwrap_exception(msg['content'])
         
         if controller:
             time.sleep(0.25)
             self.session.send(self._query_socket, 'shutdown_request')
             idents,msg = self.session.recv(self._query_socket, 0)
             if self.debug:
                 pprint(msg)
             if msg['content']['status'] != 'ok':
                 error = ss.unwrap_exception(msg['content'])
         
         if error:
             raise error
     
     #--------------------------------------------------------------------------
     # Execution methods
     #--------------------------------------------------------------------------
     
     @defaultblock
     def execute(self, code, targets='all', block=None):
         """Executes `code` on `targets` in blocking or nonblocking manner.
         
         ``execute`` is always `bound` (affects engine namespace)
         
         Parameters
         ----------
         code : str
                 the code string to be executed
         targets : int/str/list of ints/strs
                 the engines on which to execute
                 default : all
         block : bool
                 whether or not to wait until done to return
                 default: self.block
         """
         result = self.apply(_execute, (code,), targets=targets, block=self.block, bound=True)
         return result
     
     def run(self, code, block=None):
         """Runs `code` on an engine. 
         
         Calls to this are load-balanced.
         
         ``run`` is never `bound` (no effect on engine namespace)
         
         Parameters
         ----------
         code : str
                 the code string to be executed
         block : bool
                 whether or not to wait until done
         
         """
         result = self.apply(execute, (code,), targets=None, block=block, bound=False)
         return result
     
     def _maybe_raise(self, result):
         """wrapper for maybe raising an exception if apply failed."""
         if isinstance(result, error.RemoteError):
             raise result
         
         return result
             
     def apply(self, f, args=None, kwargs=None, bound=True, block=None, targets=None,
                         after=None, follow=None):
         """Call `f(*args, **kwargs)` on a remote engine(s), returning the result.
         
         This is the central execution command for the client.
         
         Parameters
         ----------
         
         f : function
             The fuction to be called remotely
         args : tuple/list
             The positional arguments passed to `f`
         kwargs : dict
             The keyword arguments passed to `f`
         bound : bool (default: True)
             Whether to execute in the Engine(s) namespace, or in a clean
             namespace not affecting the engine.
         block : bool (default: self.block)
             Whether to wait for the result, or return immediately.
             False:
                 returns msg_id(s)
                 if multiple targets:
                     list of ids
             True:
                 returns actual result(s) of f(*args, **kwargs)
                 if multiple targets:
                     dict of results, by engine ID
         targets : int,list of ints, 'all', None
             Specify the destination of the job.
             if None:
                 Submit via Task queue for load-balancing.
             if 'all':
                 Run on all active engines
             if list:
                 Run on each specified engine
             if int:
                 Run on single engine
             
         after : Dependency or collection of msg_ids
             Only for load-balanced execution (targets=None)
             Specify a list of msg_ids as a time-based dependency.
             This job will only be run *after* the dependencies
             have been met.
             
         follow : Dependency or collection of msg_ids
             Only for load-balanced execution (targets=None)
             Specify a list of msg_ids as a location-based dependency.
             This job will only be run on an engine where this dependency
             is met.
         
         Returns
         -------
         if block is False:
             if single target:
                 return msg_id
             else:
                 return list of msg_ids
                 ? (should this be dict like block=True) ?
         else:
             if single target:
                 return result of f(*args, **kwargs)
             else:
                 return dict of results, keyed by engine
         """
         
         # defaults:
         block = block if block is not None else self.block
         args = args if args is not None else []
         kwargs = kwargs if kwargs is not None else {}
         
         # enforce types of f,args,kwrags
         if not callable(f):
             raise TypeError("f must be callable, not %s"%type(f))
         if not isinstance(args, (tuple, list)):
             raise TypeError("args must be tuple or list, not %s"%type(args))
         if not isinstance(kwargs, dict):
             raise TypeError("kwargs must be dict, not %s"%type(kwargs))
             
         options  = dict(bound=bound, block=block, after=after, follow=follow)
             
         if targets is None:
             return self._apply_balanced(f, args, kwargs, **options)
         else:
             return self._apply_direct(f, args, kwargs, targets=targets, **options)
     
     def _apply_balanced(self, f, args, kwargs, bound=True, block=None,
                             after=None, follow=None):
         """The underlying method for applying functions in a load balanced
         manner, via the task queue."""
         if isinstance(after, Dependency):
             after = after.as_dict()
         elif after is None:
             after = []
         if isinstance(follow, Dependency):
             follow = follow.as_dict()
         elif follow is None:
             follow = []
         subheader = dict(after=after, follow=follow)
         
         bufs = ss.pack_apply_message(f,args,kwargs)
         content = dict(bound=bound)
         msg = self.session.send(self._task_socket, "apply_request", 
                 content=content, buffers=bufs, subheader=subheader)
         msg_id = msg['msg_id']
         self.outstanding.add(msg_id)
         self.history.append(msg_id)
         if block:
             self.barrier(msg_id)
             return self._maybe_raise(self.results[msg_id])
         else:
             return AsyncResult(self, [msg_id])
     
     def _apply_direct(self, f, args, kwargs, bound=True, block=None, targets=None,
                                 after=None, follow=None):
         """Then underlying method for applying functions to specific engines
         via the MUX queue."""
         
         queues,targets = self._build_targets(targets)
         bufs = ss.pack_apply_message(f,args,kwargs)
         if isinstance(after, Dependency):
             after = after.as_dict()
         elif after is None:
             after = []
         if isinstance(follow, Dependency):
             follow = follow.as_dict()
         elif follow is None:
             follow = []
         subheader = dict(after=after, follow=follow)
         content = dict(bound=bound)
         msg_ids = []
         for queue in queues:
             msg = self.session.send(self._mux_socket, "apply_request", 
                     content=content, buffers=bufs,ident=queue, subheader=subheader)
             msg_id = msg['msg_id']
             self.outstanding.add(msg_id)
             self.history.append(msg_id)
             msg_ids.append(msg_id)
         if block:
             self.barrier(msg_ids)
         else:
             return AsyncResult(self, msg_ids)
         if len(msg_ids) == 1:
             return self._maybe_raise(self.results[msg_ids[0]])
         else:
             result = {}
             for target,mid in zip(targets, msg_ids):
                     result[target] = self.results[mid]
             return error.collect_exceptions(result, f.__name__)
     
     #--------------------------------------------------------------------------
     # Map and decorators
     #--------------------------------------------------------------------------
     
     def map(self, f, *sequences):
         """Parallel version of builtin `map`, using all our engines."""
         pf = ParallelFunction(self, f, block=self.block,
                         bound=True, targets='all')
         return pf.map(*sequences)
     
     def parallel(self, bound=True, targets='all', block=True):
         """Decorator for making a ParallelFunction."""
         return parallel(self, bound=bound, targets=targets, block=block)
     
     def remote(self, bound=True, targets='all', block=True):
         """Decorator for making a RemoteFunction."""
         return remote(self, bound=bound, targets=targets, block=block)
     
     #--------------------------------------------------------------------------
     # Data movement
     #--------------------------------------------------------------------------
     
     @defaultblock
     def push(self, ns, targets='all', block=None):
         """Push the contents of `ns` into the namespace on `target`"""
         if not isinstance(ns, dict):
             raise TypeError("Must be a dict, not %s"%type(ns))
         result = self.apply(_push, (ns,), targets=targets, block=block, bound=True)
         return result
     
     @defaultblock
     def pull(self, keys, targets='all', block=None):
         """Pull objects from `target`'s namespace by `keys`"""
         if isinstance(keys, str):
             pass
         elif isinstance(keys, (list,tuple,set)):
             for key in keys:
                 if not isinstance(key, str):
                     raise TypeError
         result = self.apply(_pull, (keys,), targets=targets, block=block, bound=True)
         return result
     
     def scatter(self, key, seq, dist='b', flatten=False, targets='all', block=None):
         """
         Partition a Python sequence and send the partitions to a set of engines.
         """
         block = block if block is not None else self.block
         targets = self._build_targets(targets)[-1]
         mapObject = Map.dists[dist]()
         nparts = len(targets)
         msg_ids = []
         for index, engineid in enumerate(targets):
             partition = mapObject.getPartition(seq, index, nparts)
             if flatten and len(partition) == 1:
                 r = self.push({key: partition[0]}, targets=engineid, block=False)
             else:
                 r = self.push({key: partition}, targets=engineid, block=False)
-            msg_ids.extend(r._msg_ids)
+            msg_ids.extend(r.msg_ids)
         r = AsyncResult(self, msg_ids)
         if block:
             return r.get()
         else:
             return r
     
     def gather(self, key, dist='b', targets='all', block=None):
         """
         Gather a partitioned sequence on a set of engines as a single local seq.
         """
         block = block if block is not None else self.block
         
         targets = self._build_targets(targets)[-1]
         mapObject = Map.dists[dist]()
         msg_ids = []
         for index, engineid in enumerate(targets):
-            msg_ids.extend(self.pull(key, targets=engineid,block=False)._msg_ids)
+            msg_ids.extend(self.pull(key, targets=engineid,block=False).msg_ids)
         
         r = AsyncMapResult(self, msg_ids, mapObject)
         if block:
             return r.get()
         else:
             return r
     
     #--------------------------------------------------------------------------
     # Query methods
     #--------------------------------------------------------------------------
     
     @spinfirst
     def get_results(self, msg_ids, status_only=False):
         """Returns the result of the execute or task request with `msg_ids`.
         
         Parameters
         ----------
         msg_ids : list of ints or msg_ids
             if int:
                 Passed as index to self.history for convenience.
         status_only : bool (default: False)
             if False:
                 return the actual results
         """
         if not isinstance(msg_ids, (list,tuple)):
             msg_ids = [msg_ids]
         theids = []
         for msg_id in msg_ids:
             if isinstance(msg_id, int):
                 msg_id = self.history[msg_id]
             if not isinstance(msg_id, str):
                 raise TypeError("msg_ids must be str, not %r"%msg_id)
             theids.append(msg_id)
         
         completed = []
         local_results = {}
         for msg_id in list(theids):
             if msg_id in self.results:
                 completed.append(msg_id)
                 local_results[msg_id] = self.results[msg_id]
                 theids.remove(msg_id)
         
         if theids: # some not locally cached
             content = dict(msg_ids=theids, status_only=status_only)
             msg = self.session.send(self._query_socket, "result_request", content=content)
             zmq.select([self._query_socket], [], [])
             idents,msg = self.session.recv(self._query_socket, zmq.NOBLOCK)
             if self.debug:
                 pprint(msg)
             content = msg['content']
             if content['status'] != 'ok':
                 raise ss.unwrap_exception(content)
         else:
             content = dict(completed=[],pending=[])
         if not status_only:
             # load cached results into result:
             content['completed'].extend(completed)
             content.update(local_results)
             # update cache with results:
             for msg_id in msg_ids:
                 if msg_id in content['completed']:
                     self.results[msg_id] = content[msg_id]
         return content
 
     @spinfirst
     def queue_status(self, targets=None, verbose=False):
         """Fetch the status of engine queues.
         
         Parameters
         ----------
         targets : int/str/list of ints/strs
                 the engines on which to execute
                 default : all
         verbose : bool
                 Whether to return lengths only, or lists of ids for each element
         """
         targets = self._build_targets(targets)[1]
         content = dict(targets=targets, verbose=verbose)
         self.session.send(self._query_socket, "queue_request", content=content)
         idents,msg = self.session.recv(self._query_socket, 0)
         if self.debug:
             pprint(msg)
         content = msg['content']
         status = content.pop('status')
         if status != 'ok':
             raise ss.unwrap_exception(content)
         return content
         
     @spinfirst
     def purge_results(self, msg_ids=[], targets=[]):
         """Tell the controller to forget results.
         
         Individual results can be purged by msg_id, or the entire
         history of specific targets can be purged.
         
         Parameters
         ----------
         msg_ids : str or list of strs
                 the msg_ids whose results should be forgotten.
         targets : int/str/list of ints/strs
                 The targets, by uuid or int_id, whose entire history is to be purged.
                 Use `targets='all'` to scrub everything from the controller's memory.
                 
                 default : None
         """
         if not targets and not msg_ids:
             raise ValueError
         if targets:
             targets = self._build_targets(targets)[1]
         content = dict(targets=targets, msg_ids=msg_ids)
         self.session.send(self._query_socket, "purge_request", content=content)
         idents, msg = self.session.recv(self._query_socket, 0)
         if self.debug:
             pprint(msg)
         content = msg['content']
         if content['status'] != 'ok':
             raise ss.unwrap_exception(content)
 
     #----------------------------------------
     # activate for %px,%autopx magics
     #----------------------------------------
     def activate(self):
         """Make this `View` active for parallel magic commands.
         
         IPython has a magic command syntax to work with `MultiEngineClient` objects.
         In a given IPython session there is a single active one.  While
         there can be many `Views` created and used by the user, 
         there is only one active one.  The active `View` is used whenever 
         the magic commands %px and %autopx are used.
         
         The activate() method is called on a given `View` to make it 
         active.  Once this has been done, the magic commands can be used.
         """
         
         try:
             # This is injected into __builtins__.
             ip = get_ipython()
         except NameError:
             print "The IPython parallel magics (%result, %px, %autopx) only work within IPython."
         else:
             pmagic = ip.plugin_manager.get_plugin('parallelmagic')
             if pmagic is not None:
                 pmagic.active_multiengine_client = self
             else:
                 print "You must first load the parallelmagic extension " \
                       "by doing '%load_ext parallelmagic'"
 
 class AsynClient(Client):
     """An Asynchronous client, using the Tornado Event Loop.
     !!!unfinished!!!"""
     io_loop = None
     _queue_stream = None
     _notifier_stream = None
     _task_stream = None
     _control_stream = None
     
     def __init__(self, addr, context=None, username=None, debug=False, io_loop=None):
         Client.__init__(self, addr, context, username, debug)
         if io_loop is None:
             io_loop = ioloop.IOLoop.instance()
         self.io_loop = io_loop
         
         self._queue_stream = zmqstream.ZMQStream(self._mux_socket, io_loop)
         self._control_stream = zmqstream.ZMQStream(self._control_socket, io_loop)
         self._task_stream = zmqstream.ZMQStream(self._task_socket, io_loop)
         self._notification_stream = zmqstream.ZMQStream(self._notification_socket, io_loop)
     
     def spin(self):
         for stream in (self.queue_stream, self.notifier_stream, 
                         self.task_stream, self.control_stream):
             stream.flush()
 
 __all__ = [ 'Client', 
             'depend', 
             'require', 
             'remote',
             'parallel',
             'RemoteFunction',
             'ParallelFunction',
             'DirectView',
             'LoadBalancedView',
             'AsyncResult',
             'AsyncMapResult'
             ]

IPython/zmq/parallel/view.py

@@ -1,347 +1,355
 """Views of remote engines"""
 #-----------------------------------------------------------------------------
 #  Copyright (C) 2010  The IPython Development Team
 #
 #  Distributed under the terms of the BSD License.  The full license is in
 #  the file COPYING, distributed as part of this software.
 #-----------------------------------------------------------------------------
 
 #-----------------------------------------------------------------------------
 # Imports
 #-----------------------------------------------------------------------------
 
 from IPython.external.decorator import decorator
 from IPython.zmq.parallel.remotefunction import ParallelFunction, parallel
 
 #-----------------------------------------------------------------------------
 # Decorators
 #-----------------------------------------------------------------------------
 
 @decorator
 def myblock(f, self, *args, **kwargs):
     """override client.block with self.block during a call"""
     block = self.client.block
     self.client.block = self.block
     try:
         ret = f(self, *args, **kwargs)
     finally:
         self.client.block = block
     return ret
 
 @decorator
 def save_ids(f, self, *args, **kwargs):
     """Keep our history and outstanding attributes up to date after a method call."""
     n_previous = len(self.client.history)
     ret = f(self, *args, **kwargs)
     nmsgs = len(self.client.history) - n_previous
     msg_ids = self.client.history[-nmsgs:]
     self.history.extend(msg_ids)
     map(self.outstanding.add, msg_ids)
     return ret
 
 @decorator
 def sync_results(f, self, *args, **kwargs):
     """sync relevant results from self.client to our results attribute."""
     ret = f(self, *args, **kwargs)
     delta = self.outstanding.difference(self.client.outstanding)
     completed = self.outstanding.intersection(delta)
     self.outstanding = self.outstanding.difference(completed)
     for msg_id in completed:
         self.results[msg_id] = self.client.results[msg_id]
     return ret
 
 @decorator
 def spin_after(f, self, *args, **kwargs):
     """call spin after the method."""
     ret = f(self, *args, **kwargs)
     self.spin()
     return ret
 
 #-----------------------------------------------------------------------------
 # Classes
 #-----------------------------------------------------------------------------
 
 class View(object):
     """Base View class for more convenint apply(f,*args,**kwargs) syntax via attributes.
     
     Don't use this class, use subclasses.
     """
     _targets = None
     block=None
     bound=None
     history=None
     
     def __init__(self, client, targets=None):
         self.client = client
         self._targets = targets
         self._ntargets = 1 if isinstance(targets, (int,type(None))) else len(targets)
         self.block = client.block
         self.bound=False
         self.history = []
         self.outstanding = set()
         self.results = {}
 
     def __repr__(self):
         strtargets = str(self._targets)
         if len(strtargets) > 16:
             strtargets = strtargets[:12]+'...]'
         return "<%s %s>"%(self.__class__.__name__, strtargets)
 
     @property
     def targets(self):
         return self._targets
 
     @targets.setter
     def targets(self, value):
         self._targets = value
         # raise AttributeError("Cannot set my targets argument after construction!")
 
     @sync_results
     def spin(self):
         """spin the client, and sync"""
         self.client.spin()
 
     @sync_results
     @save_ids
     def apply(self, f, *args, **kwargs):
         """calls f(*args, **kwargs) on remote engines, returning the result.
         
         This method does not involve the engine's namespace.
         
         if self.block is False:
             returns msg_id
         else:
             returns actual result of f(*args, **kwargs)
         """
         return self.client.apply(f, args, kwargs, block=self.block, targets=self.targets, bound=self.bound)
 
     @save_ids
     def apply_async(self, f, *args, **kwargs):
         """calls f(*args, **kwargs) on remote engines in a nonblocking manner.
         
         This method does not involve the engine's namespace.
         
         returns msg_id
         """
         return self.client.apply(f,args,kwargs, block=False, targets=self.targets, bound=False)
 
     @spin_after
     @save_ids
     def apply_sync(self, f, *args, **kwargs):
         """calls f(*args, **kwargs) on remote engines in a blocking manner,
          returning the result.
         
         This method does not involve the engine's namespace.
         
         returns: actual result of f(*args, **kwargs)
         """
         return self.client.apply(f,args,kwargs, block=True, targets=self.targets, bound=False)
 
     @sync_results
     @save_ids
     def apply_bound(self, f, *args, **kwargs):
         """calls f(*args, **kwargs) bound to engine namespace(s).
         
         if self.block is False:
             returns msg_id
         else:
             returns actual result of f(*args, **kwargs)
         
         This method has access to the targets' globals
         
         """
         return self.client.apply(f, args, kwargs, block=self.block, targets=self.targets, bound=True)
 
     @sync_results
     @save_ids
     def apply_async_bound(self, f, *args, **kwargs):
         """calls f(*args, **kwargs) bound to engine namespace(s) 
         in a nonblocking manner.
         
         returns: msg_id
         
         This method has access to the targets' globals
         
         """
         return self.client.apply(f, args, kwargs, block=False, targets=self.targets, bound=True)
 
     @spin_after
     @save_ids
     def apply_sync_bound(self, f, *args, **kwargs):
         """calls f(*args, **kwargs) bound to engine namespace(s), waiting for the result.
         
         returns: actual result of f(*args, **kwargs)
         
         This method has access to the targets' globals
         
         """
         return self.client.apply(f, args, kwargs, block=True, targets=self.targets, bound=True)
     
     @spin_after
     @save_ids
     def map(self, f, *sequences):
         """Parallel version of builtin `map`, using this view's engines."""
         if isinstance(self.targets, int):
             targets = [self.targets]
         pf = ParallelFunction(self.client, f, block=self.block,
                         bound=True, targets=targets)
         return pf.map(*sequences)
     
     def parallel(self, bound=True, block=True):
         """Decorator for making a ParallelFunction"""
         return parallel(self.client, bound=bound, targets=self.targets, block=block)
     
     def abort(self, msg_ids=None, block=None):
         """Abort jobs on my engines.
         
         Parameters
         ----------
         
         msg_ids : None, str, list of strs, optional
             if None: abort all jobs.
             else: abort specific msg_id(s).
         """
         block = block if block is not None else self.block
         return self.client.abort(msg_ids=msg_ids, targets=self.targets, block=block)
 
     def queue_status(self, verbose=False):
         """Fetch the Queue status of my engines"""
         return self.client.queue_status(targets=self.targets, verbose=verbose)
     
     def purge_results(self, msg_ids=[], targets=[]):
         """Instruct the controller to forget specific results."""
         if targets is None or targets == 'all':
             targets = self.targets
         return self.client.purge_results(msg_ids=msg_ids, targets=targets)
     
 
 
 class DirectView(View):
     """Direct Multiplexer View of one or more engines.
     
     These are created via indexed access to a client:
     
     >>> dv_1 = client[1]
     >>> dv_all = client[:]
     >>> dv_even = client[::2]
     >>> dv_some = client[1:3]
     
     This object provides dictionary access
     
     """
     
     @sync_results
     @save_ids
     def execute(self, code, block=True):
         """execute some code on my targets."""
         return self.client.execute(code, block=self.block, targets=self.targets)
     
     def update(self, ns):
         """update remote namespace with dict `ns`"""
         return self.client.push(ns, targets=self.targets, block=self.block)
     
     push = update
     
     def get(self, key_s):
         """get object(s) by `key_s` from remote namespace
         will return one object if it is a key.
         It also takes a list of keys, and will return a list of objects."""
         # block = block if block is not None else self.block
         return self.client.pull(key_s, block=True, targets=self.targets)
     
     @sync_results
     @save_ids
     def pull(self, key_s, block=True):
         """get object(s) by `key_s` from remote namespace
         will return one object if it is a key.
         It also takes a list of keys, and will return a list of objects."""
         block = block if block is not None else self.block
         return self.client.pull(key_s, block=block, targets=self.targets)
     
     def scatter(self, key, seq, dist='b', flatten=False, targets=None, block=None):
         """
         Partition a Python sequence and send the partitions to a set of engines.
         """
         block = block if block is not None else self.block
         if targets is None:
             targets = self.targets
         
         return self.client.scatter(key, seq, dist=dist, flatten=flatten,
                     targets=targets, block=block)
     
     @sync_results
     @save_ids
     def gather(self, key, dist='b', targets=None, block=True):
         """
         Gather a partitioned sequence on a set of engines as a single local seq.
         """
         block = block if block is not None else self.block
         if targets is None:
             targets = self.targets
         
         return self.client.gather(key, dist=dist, targets=targets, block=block)
     
     def __getitem__(self, key):
         return self.get(key)
     
     def __setitem__(self,key, value):
         self.update({key:value})
     
     def clear(self, block=False):
         """Clear the remote namespaces on my engines."""
         block = block if block is not None else self.block
         return self.client.clear(targets=self.targets, block=block)
     
     def kill(self, block=True):
         """Kill my engines."""
         block = block if block is not None else self.block
         return self.client.kill(targets=self.targets, block=block)
     
     #----------------------------------------
     # activate for %px,%autopx magics
     #----------------------------------------
     def activate(self):
         """Make this `View` active for parallel magic commands.
         
         IPython has a magic command syntax to work with `MultiEngineClient` objects.
         In a given IPython session there is a single active one.  While
         there can be many `Views` created and used by the user, 
         there is only one active one.  The active `View` is used whenever 
         the magic commands %px and %autopx are used.
         
         The activate() method is called on a given `View` to make it 
         active.  Once this has been done, the magic commands can be used.
         """
         
         try:
             # This is injected into __builtins__.
             ip = get_ipython()
         except NameError:
             print "The IPython parallel magics (%result, %px, %autopx) only work within IPython."
         else:
             pmagic = ip.plugin_manager.get_plugin('parallelmagic')
             if pmagic is not None:
                 pmagic.active_multiengine_client = self
             else:
                 print "You must first load the parallelmagic extension " \
                       "by doing '%load_ext parallelmagic'"
 
     
 class LoadBalancedView(View):
     """An engine-agnostic View that only executes via the Task queue.
     
     Typically created via:
     
     >>> lbv = client[None]
     <LoadBalancedView tcp://127.0.0.1:12345>
     
     but can also be created with:
     
     >>> lbc = LoadBalancedView(client)
     
     TODO: allow subset of engines across which to balance.
     """
     def __repr__(self):
         return "<%s %s>"%(self.__class__.__name__, self.client._addr)
     
+    @property
+    def targets(self):
+        return None
+
+    @targets.setter
+    def targets(self, value):
+        raise AttributeError("Cannot set targets for LoadbalancedView!")
+
     
  No newline at end of file