##// END OF EJS Templates
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1 """A simple engine that talks to a controller over 0MQ.
1 """A simple engine that talks to a controller over 0MQ.
2 it handles registration, etc. and launches a kernel
2 it handles registration, etc. and launches a kernel
3 connected to the Controller's Schedulers.
3 connected to the Controller's Schedulers.
4
4
5 Authors:
5 Authors:
6
6
7 * Min RK
7 * Min RK
8 """
8 """
9 #-----------------------------------------------------------------------------
9 #-----------------------------------------------------------------------------
10 # Copyright (C) 2010-2011 The IPython Development Team
10 # Copyright (C) 2010-2011 The IPython Development Team
11 #
11 #
12 # Distributed under the terms of the BSD License. The full license is in
12 # Distributed under the terms of the BSD License. The full license is in
13 # the file COPYING, distributed as part of this software.
13 # the file COPYING, distributed as part of this software.
14 #-----------------------------------------------------------------------------
14 #-----------------------------------------------------------------------------
15
15
16 from __future__ import print_function
16 from __future__ import print_function
17
17
18 import sys
18 import sys
19 import time
19 import time
20 from getpass import getpass
20 from getpass import getpass
21
21
22 import zmq
22 import zmq
23 from zmq.eventloop import ioloop, zmqstream
23 from zmq.eventloop import ioloop, zmqstream
24
24
25 from IPython.external.ssh import tunnel
25 from IPython.external.ssh import tunnel
26 # internal
26 # internal
27 from IPython.utils.traitlets import (
27 from IPython.utils.traitlets import (
28 Instance, Dict, Integer, Type, Float, Integer, Unicode, CBytes, Bool
28 Instance, Dict, Integer, Type, Float, Integer, Unicode, CBytes, Bool
29 )
29 )
30 from IPython.utils.py3compat import cast_bytes
30 from IPython.utils.py3compat import cast_bytes
31
31
32 from IPython.parallel.controller.heartmonitor import Heart
32 from IPython.parallel.controller.heartmonitor import Heart
33 from IPython.parallel.factory import RegistrationFactory
33 from IPython.parallel.factory import RegistrationFactory
34 from IPython.parallel.util import disambiguate_url
34 from IPython.parallel.util import disambiguate_url
35
35
36 from IPython.zmq.session import Message
36 from IPython.zmq.session import Message
37 from IPython.zmq.ipkernel import Kernel, IPKernelApp
37 from IPython.zmq.ipkernel import Kernel, IPKernelApp
38
38
39 class EngineFactory(RegistrationFactory):
39 class EngineFactory(RegistrationFactory):
40 """IPython engine"""
40 """IPython engine"""
41
41
42 # configurables:
42 # configurables:
43 out_stream_factory=Type('IPython.zmq.iostream.OutStream', config=True,
43 out_stream_factory=Type('IPython.zmq.iostream.OutStream', config=True,
44 help="""The OutStream for handling stdout/err.
44 help="""The OutStream for handling stdout/err.
45 Typically 'IPython.zmq.iostream.OutStream'""")
45 Typically 'IPython.zmq.iostream.OutStream'""")
46 display_hook_factory=Type('IPython.zmq.displayhook.ZMQDisplayHook', config=True,
46 display_hook_factory=Type('IPython.zmq.displayhook.ZMQDisplayHook', config=True,
47 help="""The class for handling displayhook.
47 help="""The class for handling displayhook.
48 Typically 'IPython.zmq.displayhook.ZMQDisplayHook'""")
48 Typically 'IPython.zmq.displayhook.ZMQDisplayHook'""")
49 location=Unicode(config=True,
49 location=Unicode(config=True,
50 help="""The location (an IP address) of the controller. This is
50 help="""The location (an IP address) of the controller. This is
51 used for disambiguating URLs, to determine whether
51 used for disambiguating URLs, to determine whether
52 loopback should be used to connect or the public address.""")
52 loopback should be used to connect or the public address.""")
53 timeout=Float(5.0, config=True,
53 timeout=Float(5.0, config=True,
54 help="""The time (in seconds) to wait for the Controller to respond
54 help="""The time (in seconds) to wait for the Controller to respond
55 to registration requests before giving up.""")
55 to registration requests before giving up.""")
56 max_heartbeat_misses=Integer(0, config=True,
56 max_heartbeat_misses=Integer(0, config=True,
57 help="""The maximum number of times a check for the heartbeat ping of a
57 help="""The maximum number of times a check for the heartbeat ping of a
58 controller can be missed before shutting down the engine.
58 controller can be missed before shutting down the engine.
59
59
60 If set to 0, the check is disabled.""")
60 If set to 0, the check is disabled.""")
61 sshserver=Unicode(config=True,
61 sshserver=Unicode(config=True,
62 help="""The SSH server to use for tunneling connections to the Controller.""")
62 help="""The SSH server to use for tunneling connections to the Controller.""")
63 sshkey=Unicode(config=True,
63 sshkey=Unicode(config=True,
64 help="""The SSH private key file to use when tunneling connections to the Controller.""")
64 help="""The SSH private key file to use when tunneling connections to the Controller.""")
65 paramiko=Bool(sys.platform == 'win32', config=True,
65 paramiko=Bool(sys.platform == 'win32', config=True,
66 help="""Whether to use paramiko instead of openssh for tunnels.""")
66 help="""Whether to use paramiko instead of openssh for tunnels.""")
67
67
68
68
69 # not configurable:
69 # not configurable:
70 connection_info = Dict()
70 connection_info = Dict()
71 user_ns = Dict()
71 user_ns = Dict()
72 id = Integer(allow_none=True)
72 id = Integer(allow_none=True)
73 registrar = Instance('zmq.eventloop.zmqstream.ZMQStream')
73 registrar = Instance('zmq.eventloop.zmqstream.ZMQStream')
74 kernel = Instance(Kernel)
74 kernel = Instance(Kernel)
75 hb_check_period=Integer()
75 hb_check_period=Integer()
76
76
77 # States for the heartbeat monitoring
77 # States for the heartbeat monitoring
78 # Initial values for monitored and pinged must satisfy "monitored > pinged == False" so that
78 # Initial values for monitored and pinged must satisfy "monitored > pinged == False" so that
79 # during the first check no "missed" ping is reported. Must be floats for Python 3 compatibility.
79 # during the first check no "missed" ping is reported. Must be floats for Python 3 compatibility.
80 _hb_last_pinged = 0.0
80 _hb_last_pinged = 0.0
81 _hb_last_monitored = 0.0
81 _hb_last_monitored = 0.0
82 _hb_missed_beats = 0
82 _hb_missed_beats = 0
83 # The zmq Stream which receives the pings from the Heart
83 # The zmq Stream which receives the pings from the Heart
84 _hb_listener = None
84 _hb_listener = None
85
85
86 bident = CBytes()
86 bident = CBytes()
87 ident = Unicode()
87 ident = Unicode()
88 def _ident_changed(self, name, old, new):
88 def _ident_changed(self, name, old, new):
89 self.bident = cast_bytes(new)
89 self.bident = cast_bytes(new)
90 using_ssh=Bool(False)
90 using_ssh=Bool(False)
91
91
92
92
93 def __init__(self, **kwargs):
93 def __init__(self, **kwargs):
94 super(EngineFactory, self).__init__(**kwargs)
94 super(EngineFactory, self).__init__(**kwargs)
95 self.ident = self.session.session
95 self.ident = self.session.session
96
96
97 def init_connector(self):
97 def init_connector(self):
98 """construct connection function, which handles tunnels."""
98 """construct connection function, which handles tunnels."""
99 self.using_ssh = bool(self.sshkey or self.sshserver)
99 self.using_ssh = bool(self.sshkey or self.sshserver)
100
100
101 if self.sshkey and not self.sshserver:
101 if self.sshkey and not self.sshserver:
102 # We are using ssh directly to the controller, tunneling localhost to localhost
102 # We are using ssh directly to the controller, tunneling localhost to localhost
103 self.sshserver = self.url.split('://')[1].split(':')[0]
103 self.sshserver = self.url.split('://')[1].split(':')[0]
104
104
105 if self.using_ssh:
105 if self.using_ssh:
106 if tunnel.try_passwordless_ssh(self.sshserver, self.sshkey, self.paramiko):
106 if tunnel.try_passwordless_ssh(self.sshserver, self.sshkey, self.paramiko):
107 password=False
107 password=False
108 else:
108 else:
109 password = getpass("SSH Password for %s: "%self.sshserver)
109 password = getpass("SSH Password for %s: "%self.sshserver)
110 else:
110 else:
111 password = False
111 password = False
112
112
113 def connect(s, url):
113 def connect(s, url):
114 url = disambiguate_url(url, self.location)
114 url = disambiguate_url(url, self.location)
115 if self.using_ssh:
115 if self.using_ssh:
116 self.log.debug("Tunneling connection to %s via %s", url, self.sshserver)
116 self.log.debug("Tunneling connection to %s via %s", url, self.sshserver)
117 return tunnel.tunnel_connection(s, url, self.sshserver,
117 return tunnel.tunnel_connection(s, url, self.sshserver,
118 keyfile=self.sshkey, paramiko=self.paramiko,
118 keyfile=self.sshkey, paramiko=self.paramiko,
119 password=password,
119 password=password,
120 )
120 )
121 else:
121 else:
122 return s.connect(url)
122 return s.connect(url)
123
123
124 def maybe_tunnel(url):
124 def maybe_tunnel(url):
125 """like connect, but don't complete the connection (for use by heartbeat)"""
125 """like connect, but don't complete the connection (for use by heartbeat)"""
126 url = disambiguate_url(url, self.location)
126 url = disambiguate_url(url, self.location)
127 if self.using_ssh:
127 if self.using_ssh:
128 self.log.debug("Tunneling connection to %s via %s", url, self.sshserver)
128 self.log.debug("Tunneling connection to %s via %s", url, self.sshserver)
129 url,tunnelobj = tunnel.open_tunnel(url, self.sshserver,
129 url,tunnelobj = tunnel.open_tunnel(url, self.sshserver,
130 keyfile=self.sshkey, paramiko=self.paramiko,
130 keyfile=self.sshkey, paramiko=self.paramiko,
131 password=password,
131 password=password,
132 )
132 )
133 return str(url)
133 return str(url)
134 return connect, maybe_tunnel
134 return connect, maybe_tunnel
135
135
136 def register(self):
136 def register(self):
137 """send the registration_request"""
137 """send the registration_request"""
138
138
139 self.log.info("Registering with controller at %s"%self.url)
139 self.log.info("Registering with controller at %s"%self.url)
140 ctx = self.context
140 ctx = self.context
141 connect,maybe_tunnel = self.init_connector()
141 connect,maybe_tunnel = self.init_connector()
142 reg = ctx.socket(zmq.DEALER)
142 reg = ctx.socket(zmq.DEALER)
143 reg.setsockopt(zmq.IDENTITY, self.bident)
143 reg.setsockopt(zmq.IDENTITY, self.bident)
144 connect(reg, self.url)
144 connect(reg, self.url)
145 self.registrar = zmqstream.ZMQStream(reg, self.loop)
145 self.registrar = zmqstream.ZMQStream(reg, self.loop)
146
146
147
147
148 content = dict(uuid=self.ident)
148 content = dict(uuid=self.ident)
149 self.registrar.on_recv(lambda msg: self.complete_registration(msg, connect, maybe_tunnel))
149 self.registrar.on_recv(lambda msg: self.complete_registration(msg, connect, maybe_tunnel))
150 # print (self.session.key)
150 # print (self.session.key)
151 self.session.send(self.registrar, "registration_request", content=content)
151 self.session.send(self.registrar, "registration_request", content=content)
152
152
153 def _report_ping(self, msg):
153 def _report_ping(self, msg):
154 """Callback for when the heartmonitor.Heart receives a ping"""
154 """Callback for when the heartmonitor.Heart receives a ping"""
155 #self.log.debug("Received a ping: %s", msg)
155 #self.log.debug("Received a ping: %s", msg)
156 self._hb_last_pinged = time.time()
156 self._hb_last_pinged = time.time()
157
157
158 def complete_registration(self, msg, connect, maybe_tunnel):
158 def complete_registration(self, msg, connect, maybe_tunnel):
159 # print msg
159 # print msg
160 self._abort_dc.stop()
160 self._abort_dc.stop()
161 ctx = self.context
161 ctx = self.context
162 loop = self.loop
162 loop = self.loop
163 identity = self.bident
163 identity = self.bident
164 idents,msg = self.session.feed_identities(msg)
164 idents,msg = self.session.feed_identities(msg)
165 msg = self.session.unserialize(msg)
165 msg = self.session.unserialize(msg)
166 content = msg['content']
166 content = msg['content']
167 info = self.connection_info
167 info = self.connection_info
168
168
169 def url(key):
169 def url(key):
170 """get zmq url for given channel"""
170 """get zmq url for given channel"""
171 return str(info["interface"] + ":%i" % info[key])
171 return str(info["interface"] + ":%i" % info[key])
172
172
173 if content['status'] == 'ok':
173 if content['status'] == 'ok':
174 self.id = int(content['id'])
174 self.id = int(content['id'])
175
175
176 # launch heartbeat
176 # launch heartbeat
177 # possibly forward hb ports with tunnels
177 # possibly forward hb ports with tunnels
178 hb_ping = maybe_tunnel(url('hb_ping'))
178 hb_ping = maybe_tunnel(url('hb_ping'))
179 hb_pong = maybe_tunnel(url('hb_pong'))
179 hb_pong = maybe_tunnel(url('hb_pong'))
180
180
181 # Add a monitor socket which will record the last time a ping was seen
182 mon = self.context.socket(zmq.SUB)
183 mport = mon.bind_to_random_port('tcp://127.0.0.1')
184 mon.setsockopt(zmq.SUBSCRIBE, b"")
185 self._hb_listener = zmqstream.ZMQStream(mon, self.loop)
186 self._hb_listener.on_recv(self._report_ping)
187
188 hb_monitor = None
181 hb_monitor = None
189 if self.max_heartbeat_misses > 0:
182 if self.max_heartbeat_misses > 0:
183 # Add a monitor socket which will record the last time a ping was seen
184 mon = self.context.socket(zmq.SUB)
185 mport = mon.bind_to_random_port('tcp://127.0.0.1')
186 mon.setsockopt(zmq.SUBSCRIBE, b"")
187 self._hb_listener = zmqstream.ZMQStream(mon, self.loop)
188 self._hb_listener.on_recv(self._report_ping)
189
190
190 hb_monitor = "tcp://127.0.0.1:%i"%mport
191 hb_monitor = "tcp://127.0.0.1:%i"%mport
191
192
192 heart = Heart(hb_ping, hb_pong, hb_monitor , heart_id=identity)
193 heart = Heart(hb_ping, hb_pong, hb_monitor , heart_id=identity)
193 heart.start()
194 heart.start()
194
195
195 # create Shell Connections (MUX, Task, etc.):
196 # create Shell Connections (MUX, Task, etc.):
196 shell_addrs = url('mux'), url('task')
197 shell_addrs = url('mux'), url('task')
197
198
198 # Use only one shell stream for mux and tasks
199 # Use only one shell stream for mux and tasks
199 stream = zmqstream.ZMQStream(ctx.socket(zmq.ROUTER), loop)
200 stream = zmqstream.ZMQStream(ctx.socket(zmq.ROUTER), loop)
200 stream.setsockopt(zmq.IDENTITY, identity)
201 stream.setsockopt(zmq.IDENTITY, identity)
201 shell_streams = [stream]
202 shell_streams = [stream]
202 for addr in shell_addrs:
203 for addr in shell_addrs:
203 connect(stream, addr)
204 connect(stream, addr)
204
205
205 # control stream:
206 # control stream:
206 control_addr = url('control')
207 control_addr = url('control')
207 control_stream = zmqstream.ZMQStream(ctx.socket(zmq.ROUTER), loop)
208 control_stream = zmqstream.ZMQStream(ctx.socket(zmq.ROUTER), loop)
208 control_stream.setsockopt(zmq.IDENTITY, identity)
209 control_stream.setsockopt(zmq.IDENTITY, identity)
209 connect(control_stream, control_addr)
210 connect(control_stream, control_addr)
210
211
211 # create iopub stream:
212 # create iopub stream:
212 iopub_addr = url('iopub')
213 iopub_addr = url('iopub')
213 iopub_socket = ctx.socket(zmq.PUB)
214 iopub_socket = ctx.socket(zmq.PUB)
214 iopub_socket.setsockopt(zmq.IDENTITY, identity)
215 iopub_socket.setsockopt(zmq.IDENTITY, identity)
215 connect(iopub_socket, iopub_addr)
216 connect(iopub_socket, iopub_addr)
216
217
217 # disable history:
218 # disable history:
218 self.config.HistoryManager.hist_file = ':memory:'
219 self.config.HistoryManager.hist_file = ':memory:'
219
220
220 # Redirect input streams and set a display hook.
221 # Redirect input streams and set a display hook.
221 if self.out_stream_factory:
222 if self.out_stream_factory:
222 sys.stdout = self.out_stream_factory(self.session, iopub_socket, u'stdout')
223 sys.stdout = self.out_stream_factory(self.session, iopub_socket, u'stdout')
223 sys.stdout.topic = cast_bytes('engine.%i.stdout' % self.id)
224 sys.stdout.topic = cast_bytes('engine.%i.stdout' % self.id)
224 sys.stderr = self.out_stream_factory(self.session, iopub_socket, u'stderr')
225 sys.stderr = self.out_stream_factory(self.session, iopub_socket, u'stderr')
225 sys.stderr.topic = cast_bytes('engine.%i.stderr' % self.id)
226 sys.stderr.topic = cast_bytes('engine.%i.stderr' % self.id)
226 if self.display_hook_factory:
227 if self.display_hook_factory:
227 sys.displayhook = self.display_hook_factory(self.session, iopub_socket)
228 sys.displayhook = self.display_hook_factory(self.session, iopub_socket)
228 sys.displayhook.topic = cast_bytes('engine.%i.pyout' % self.id)
229 sys.displayhook.topic = cast_bytes('engine.%i.pyout' % self.id)
229
230
230 self.kernel = Kernel(config=self.config, int_id=self.id, ident=self.ident, session=self.session,
231 self.kernel = Kernel(config=self.config, int_id=self.id, ident=self.ident, session=self.session,
231 control_stream=control_stream, shell_streams=shell_streams, iopub_socket=iopub_socket,
232 control_stream=control_stream, shell_streams=shell_streams, iopub_socket=iopub_socket,
232 loop=loop, user_ns=self.user_ns, log=self.log)
233 loop=loop, user_ns=self.user_ns, log=self.log)
233
234
234 self.kernel.shell.display_pub.topic = cast_bytes('engine.%i.displaypub' % self.id)
235 self.kernel.shell.display_pub.topic = cast_bytes('engine.%i.displaypub' % self.id)
235
236
236
237
237 # periodically check the heartbeat pings of the controller
238 # periodically check the heartbeat pings of the controller
238 # Should be started here and not in "start()" so that the right period can be taken
239 # Should be started here and not in "start()" so that the right period can be taken
239 # from the hubs HeartBeatMonitor.period
240 # from the hubs HeartBeatMonitor.period
240 if self.max_heartbeat_misses > 0:
241 if self.max_heartbeat_misses > 0:
241 # Use a slightly bigger check period than the hub signal period to not warn unnecessary
242 # Use a slightly bigger check period than the hub signal period to not warn unnecessary
242 self.hb_check_period = int(content['hb_period'])+10
243 self.hb_check_period = int(content['hb_period'])+10
243 self.log.info("Starting to monitor the heartbeat signal from the hub every %i ms." , self.hb_check_period)
244 self.log.info("Starting to monitor the heartbeat signal from the hub every %i ms." , self.hb_check_period)
244 self._hb_reporter = ioloop.PeriodicCallback(self._hb_monitor, self.hb_check_period, self.loop)
245 self._hb_reporter = ioloop.PeriodicCallback(self._hb_monitor, self.hb_check_period, self.loop)
245 self._hb_reporter.start()
246 self._hb_reporter.start()
246 else:
247 else:
247 self.log.info("Monitoring of the heartbeat signal from the hub is not enabled.")
248 self.log.info("Monitoring of the heartbeat signal from the hub is not enabled.")
248
249
249
250
250 # FIXME: This is a hack until IPKernelApp and IPEngineApp can be fully merged
251 # FIXME: This is a hack until IPKernelApp and IPEngineApp can be fully merged
251 app = IPKernelApp(config=self.config, shell=self.kernel.shell, kernel=self.kernel, log=self.log)
252 app = IPKernelApp(config=self.config, shell=self.kernel.shell, kernel=self.kernel, log=self.log)
252 app.init_profile_dir()
253 app.init_profile_dir()
253 app.init_code()
254 app.init_code()
254
255
255 self.kernel.start()
256 self.kernel.start()
256 else:
257 else:
257 self.log.fatal("Registration Failed: %s"%msg)
258 self.log.fatal("Registration Failed: %s"%msg)
258 raise Exception("Registration Failed: %s"%msg)
259 raise Exception("Registration Failed: %s"%msg)
259
260
260 self.log.info("Completed registration with id %i"%self.id)
261 self.log.info("Completed registration with id %i"%self.id)
261
262
262
263
263 def abort(self):
264 def abort(self):
264 self.log.fatal("Registration timed out after %.1f seconds"%self.timeout)
265 self.log.fatal("Registration timed out after %.1f seconds"%self.timeout)
265 if self.url.startswith('127.'):
266 if self.url.startswith('127.'):
266 self.log.fatal("""
267 self.log.fatal("""
267 If the controller and engines are not on the same machine,
268 If the controller and engines are not on the same machine,
268 you will have to instruct the controller to listen on an external IP (in ipcontroller_config.py):
269 you will have to instruct the controller to listen on an external IP (in ipcontroller_config.py):
269 c.HubFactory.ip='*' # for all interfaces, internal and external
270 c.HubFactory.ip='*' # for all interfaces, internal and external
270 c.HubFactory.ip='192.168.1.101' # or any interface that the engines can see
271 c.HubFactory.ip='192.168.1.101' # or any interface that the engines can see
271 or tunnel connections via ssh.
272 or tunnel connections via ssh.
272 """)
273 """)
273 self.session.send(self.registrar, "unregistration_request", content=dict(id=self.id))
274 self.session.send(self.registrar, "unregistration_request", content=dict(id=self.id))
274 time.sleep(1)
275 time.sleep(1)
275 sys.exit(255)
276 sys.exit(255)
276
277
277 def _hb_monitor(self):
278 def _hb_monitor(self):
278 """Callback to monitor the heartbeat from the controller"""
279 """Callback to monitor the heartbeat from the controller"""
279 self._hb_listener.flush()
280 self._hb_listener.flush()
280 if self._hb_last_monitored > self._hb_last_pinged:
281 if self._hb_last_monitored > self._hb_last_pinged:
281 self._hb_missed_beats += 1
282 self._hb_missed_beats += 1
282 self.log.warn("No heartbeat in the last %s ms (%s time(s) in a row).", self.hb_check_period, self._hb_missed_beats)
283 self.log.warn("No heartbeat in the last %s ms (%s time(s) in a row).", self.hb_check_period, self._hb_missed_beats)
283 else:
284 else:
284 #self.log.debug("Heartbeat received (after missing %s beats).", self._hb_missed_beats)
285 #self.log.debug("Heartbeat received (after missing %s beats).", self._hb_missed_beats)
285 self._hb_missed_beats = 0
286 self._hb_missed_beats = 0
286
287
287 if self._hb_missed_beats >= self.max_heartbeat_misses:
288 if self._hb_missed_beats >= self.max_heartbeat_misses:
288 self.log.fatal("Maximum number of heartbeats misses reached (%s times %s ms), shutting down.",
289 self.log.fatal("Maximum number of heartbeats misses reached (%s times %s ms), shutting down.",
289 self.max_heartbeat_misses, self.hb_check_period)
290 self.max_heartbeat_misses, self.hb_check_period)
290 self.session.send(self.registrar, "unregistration_request", content=dict(id=self.id))
291 self.session.send(self.registrar, "unregistration_request", content=dict(id=self.id))
291 self.loop.stop()
292 self.loop.stop()
292
293
293 self._hb_last_monitored = time.time()
294 self._hb_last_monitored = time.time()
294
295
295
296
296 def start(self):
297 def start(self):
297 dc = ioloop.DelayedCallback(self.register, 0, self.loop)
298 dc = ioloop.DelayedCallback(self.register, 0, self.loop)
298 dc.start()
299 dc.start()
299 self._abort_dc = ioloop.DelayedCallback(self.abort, self.timeout*1000, self.loop)
300 self._abort_dc = ioloop.DelayedCallback(self.abort, self.timeout*1000, self.loop)
300 self._abort_dc.start()
301 self._abort_dc.start()
301
302
302
303
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