class ShellHandler(ZMQStreamHandler): def initialize(self, *args, **kwargs): self.shell_stream = None def open(self, kernel_id): km = self.application.kernel_manager self.max_msg_size = km.max_msg_size self.kernel_id = kernel_id try: self.shell_stream = km.create_shell_stream(kernel_id) except web.HTTPError: # WebSockets don't response to traditional error codes so we # close the connection. if not self.stream.closed(): self.stream.close() else: self.session = Session() self.shell_stream.on_recv(self._on_zmq_reply) def on_message(self, msg): if len(msg) < self.max_msg_size: msg = jsonapi.loads(msg) self.session.send(self.shell_stream, msg) def on_close(self): # Make sure the stream exists and is not already closed. if self.shell_stream is not None and not self.shell_stream.closed(): self.shell_stream.close()
def main(connection_file): """watch iopub channel, and print messages""" ctx = zmq.Context.instance() with open(connection_file) as f: cfg = json.loads(f.read()) location = cfg["location"] reg_url = cfg["url"] session = Session(key=str_to_bytes(cfg["exec_key"])) query = ctx.socket(zmq.DEALER) query.connect(disambiguate_url(cfg["url"], location)) session.send(query, "connection_request") idents, msg = session.recv(query, mode=0) c = msg["content"] iopub_url = disambiguate_url(c["iopub"], location) sub = ctx.socket(zmq.SUB) # This will subscribe to all messages: sub.setsockopt(zmq.SUBSCRIBE, b"") # replace with b'' with b'engine.1.stdout' to subscribe only to engine 1's stdout # 0MQ subscriptions are simple 'foo*' matches, so 'engine.1.' subscribes # to everything from engine 1, but there is no way to subscribe to # just stdout from everyone. # multiple calls to subscribe will add subscriptions, e.g. to subscribe to # engine 1's stderr and engine 2's stdout: # sub.setsockopt(zmq.SUBSCRIBE, b'engine.1.stderr') # sub.setsockopt(zmq.SUBSCRIBE, b'engine.2.stdout') sub.connect(iopub_url) while True: try: idents, msg = session.recv(sub, mode=0) except KeyboardInterrupt: return # ident always length 1 here topic = idents[0] if msg["msg_type"] == "stream": # stdout/stderr # stream names are in msg['content']['name'], if you want to handle # them differently print "%s: %s" % (topic, msg["content"]["data"]) elif msg["msg_type"] == "pyerr": # Python traceback c = msg["content"] print topic + ":" for line in c["traceback"]: # indent lines print " " + line
def new_session(self): """ Starts a new kernel on an open computer. :returns: kernel id assigned to the newly created kernel :rtype: string """ comp_id = self._find_open_computer() resource_limits = self._comps[comp_id].get("resource_limits") reply = self._sender.send_msg( { "type": "start_kernel", "content": { "resource_limits": resource_limits } }, comp_id) if reply["type"] == "success": reply_content = reply["content"] kernel_id = reply_content["kernel_id"] kernel_connection = reply_content["connection"] self._kernels[kernel_id] = { "comp_id": comp_id, "connection": kernel_connection, "executing": False, "timeout": time.time() + self.kernel_timeout } self._comps[comp_id]["kernels"][kernel_id] = None self._sessions[kernel_id] = Session(key=kernel_connection["key"]) return kernel_id else: return False
def open(self, kernel_id): self.kernel_id = kernel_id.decode('ascii') try: cfg = self.application.ipython_app.config except AttributeError: # protect from the case where this is run from something other than # the notebook app: cfg = None self.session = Session(config=cfg) self.save_on_message = self.on_message self.on_message = self.on_first_message
def make_starter(up_addr, down_addr, *args, **kwargs): """entry point function for launching a kernelstarter in a subprocess""" loop = ioloop.IOLoop.instance() ctx = zmq.Context() session = Session() upstream = zmqstream.ZMQStream(ctx.socket(zmq.XREQ), loop) upstream.connect(up_addr) downstream = zmqstream.ZMQStream(ctx.socket(zmq.XREQ), loop) downstream.connect(down_addr) starter = KernelStarter(session, upstream, downstream, *args, **kwargs) starter.start() loop.start()
def open(self, kernel_id): km = self.application.kernel_manager self.max_msg_size = km.max_msg_size self.kernel_id = kernel_id try: self.shell_stream = km.create_shell_stream(kernel_id) except web.HTTPError: # WebSockets don't response to traditional error codes so we # close the connection. if not self.stream.closed(): self.stream.close() else: self.session = Session() self.shell_stream.on_recv(self._on_zmq_reply)
def main(connection_file): """watch iopub channel, and print messages""" ctx = zmq.Context.instance() with open(connection_file) as f: cfg = json.loads(f.read()) location = cfg['location'] reg_url = cfg['url'] session = Session(key=str_to_bytes(cfg['exec_key'])) query = ctx.socket(zmq.DEALER) query.connect(disambiguate_url(cfg['url'], location)) session.send(query, "connection_request") idents, msg = session.recv(query, mode=0) c = msg['content'] iopub_url = disambiguate_url(c['iopub'], location) sub = ctx.socket(zmq.SUB) # This will subscribe to all messages: sub.setsockopt(zmq.SUBSCRIBE, b'') # replace with b'' with b'engine.1.stdout' to subscribe only to engine 1's stdout # 0MQ subscriptions are simple 'foo*' matches, so 'engine.1.' subscribes # to everything from engine 1, but there is no way to subscribe to # just stdout from everyone. # multiple calls to subscribe will add subscriptions, e.g. to subscribe to # engine 1's stderr and engine 2's stdout: # sub.setsockopt(zmq.SUBSCRIBE, b'engine.1.stderr') # sub.setsockopt(zmq.SUBSCRIBE, b'engine.2.stdout') sub.connect(iopub_url) while True: try: idents, msg = session.recv(sub, mode=0) except KeyboardInterrupt: return # ident always length 1 here topic = idents[0] if msg['msg_type'] == 'stream': # stdout/stderr # stream names are in msg['content']['name'], if you want to handle # them differently print("%s: %s" % (topic, msg['content']['data'])) elif msg['msg_type'] == 'pyerr': # Python traceback c = msg['content'] print(topic + ':') for line in c['traceback']: # indent lines print(' ' + line)
def setUp(self): self.session = Session() self.db = self.create_db() self.load_records(16)
class TestDictBackend(TestCase): def setUp(self): self.session = Session() self.db = self.create_db() self.load_records(16) def create_db(self): return DictDB() def load_records(self, n=1): """load n records for testing""" #sleep 1/10 s, to ensure timestamp is different to previous calls time.sleep(0.1) msg_ids = [] for i in range(n): msg = self.session.msg('apply_request', content=dict(a=5)) msg['buffers'] = [] rec = init_record(msg) msg_id = msg['header']['msg_id'] msg_ids.append(msg_id) self.db.add_record(msg_id, rec) return msg_ids def test_add_record(self): before = self.db.get_history() self.load_records(5) after = self.db.get_history() self.assertEqual(len(after), len(before) + 5) self.assertEqual(after[:-5], before) def test_drop_record(self): msg_id = self.load_records()[-1] rec = self.db.get_record(msg_id) self.db.drop_record(msg_id) self.assertRaises(KeyError, self.db.get_record, msg_id) def _round_to_millisecond(self, dt): """necessary because mongodb rounds microseconds""" micro = dt.microsecond extra = int(str(micro)[-3:]) return dt - timedelta(microseconds=extra) def test_update_record(self): now = self._round_to_millisecond(datetime.now()) # msg_id = self.db.get_history()[-1] rec1 = self.db.get_record(msg_id) data = {'stdout': 'hello there', 'completed': now} self.db.update_record(msg_id, data) rec2 = self.db.get_record(msg_id) self.assertEqual(rec2['stdout'], 'hello there') self.assertEqual(rec2['completed'], now) rec1.update(data) self.assertEqual(rec1, rec2) # def test_update_record_bad(self): # """test updating nonexistant records""" # msg_id = str(uuid.uuid4()) # data = {'stdout': 'hello there'} # self.assertRaises(KeyError, self.db.update_record, msg_id, data) def test_find_records_dt(self): """test finding records by date""" hist = self.db.get_history() middle = self.db.get_record(hist[len(hist) // 2]) tic = middle['submitted'] before = self.db.find_records({'submitted': {'$lt': tic}}) after = self.db.find_records({'submitted': {'$gte': tic}}) self.assertEqual(len(before) + len(after), len(hist)) for b in before: self.assertTrue(b['submitted'] < tic) for a in after: self.assertTrue(a['submitted'] >= tic) same = self.db.find_records({'submitted': tic}) for s in same: self.assertTrue(s['submitted'] == tic) def test_find_records_keys(self): """test extracting subset of record keys""" found = self.db.find_records({'msg_id': { '$ne': '' }}, keys=['submitted', 'completed']) for rec in found: self.assertEqual(set(rec.keys()), set(['msg_id', 'submitted', 'completed'])) def test_find_records_msg_id(self): """ensure msg_id is always in found records""" found = self.db.find_records({'msg_id': { '$ne': '' }}, keys=['submitted', 'completed']) for rec in found: self.assertTrue('msg_id' in rec.keys()) found = self.db.find_records({'msg_id': { '$ne': '' }}, keys=['submitted']) for rec in found: self.assertTrue('msg_id' in rec.keys()) found = self.db.find_records({'msg_id': {'$ne': ''}}, keys=['msg_id']) for rec in found: self.assertTrue('msg_id' in rec.keys()) def test_find_records_in(self): """test finding records with '$in','$nin' operators""" hist = self.db.get_history() even = hist[::2] odd = hist[1::2] recs = self.db.find_records({'msg_id': {'$in': even}}) found = [r['msg_id'] for r in recs] self.assertEqual(set(even), set(found)) recs = self.db.find_records({'msg_id': {'$nin': even}}) found = [r['msg_id'] for r in recs] self.assertEqual(set(odd), set(found)) def test_get_history(self): msg_ids = self.db.get_history() latest = datetime(1984, 1, 1) for msg_id in msg_ids: rec = self.db.get_record(msg_id) newt = rec['submitted'] self.assertTrue(newt >= latest) latest = newt msg_id = self.load_records(1)[-1] self.assertEqual(self.db.get_history()[-1], msg_id) def test_datetime(self): """get/set timestamps with datetime objects""" msg_id = self.db.get_history()[-1] rec = self.db.get_record(msg_id) self.assertTrue(isinstance(rec['submitted'], datetime)) self.db.update_record(msg_id, dict(completed=datetime.now())) rec = self.db.get_record(msg_id) self.assertTrue(isinstance(rec['completed'], datetime)) def test_drop_matching(self): msg_ids = self.load_records(10) query = {'msg_id': {'$in': msg_ids}} self.db.drop_matching_records(query) recs = self.db.find_records(query) self.assertEqual(len(recs), 0) def test_null(self): """test None comparison queries""" msg_ids = self.load_records(10) query = {'msg_id': None} recs = self.db.find_records(query) self.assertEqual(len(recs), 0) query = {'msg_id': {'$ne': None}} recs = self.db.find_records(query) self.assertTrue(len(recs) >= 10) def test_pop_safe_get(self): """editing query results shouldn't affect record [get]""" msg_id = self.db.get_history()[-1] rec = self.db.get_record(msg_id) rec.pop('buffers') rec['garbage'] = 'hello' rec['header']['msg_id'] = 'fubar' rec2 = self.db.get_record(msg_id) self.assertTrue('buffers' in rec2) self.assertFalse('garbage' in rec2) self.assertEqual(rec2['header']['msg_id'], msg_id) def test_pop_safe_find(self): """editing query results shouldn't affect record [find]""" msg_id = self.db.get_history()[-1] rec = self.db.find_records({'msg_id': msg_id})[0] rec.pop('buffers') rec['garbage'] = 'hello' rec['header']['msg_id'] = 'fubar' rec2 = self.db.find_records({'msg_id': msg_id})[0] self.assertTrue('buffers' in rec2) self.assertFalse('garbage' in rec2) self.assertEqual(rec2['header']['msg_id'], msg_id) def test_pop_safe_find_keys(self): """editing query results shouldn't affect record [find+keys]""" msg_id = self.db.get_history()[-1] rec = self.db.find_records({'msg_id': msg_id}, keys=['buffers', 'header'])[0] rec.pop('buffers') rec['garbage'] = 'hello' rec['header']['msg_id'] = 'fubar' rec2 = self.db.find_records({'msg_id': msg_id})[0] self.assertTrue('buffers' in rec2) self.assertFalse('garbage' in rec2) self.assertEqual(rec2['header']['msg_id'], msg_id)
class TestDictBackend(TestCase): def setUp(self): self.session = Session() self.db = self.create_db() self.load_records(16) def create_db(self): return DictDB() def load_records(self, n=1): """load n records for testing""" #sleep 1/10 s, to ensure timestamp is different to previous calls time.sleep(0.1) msg_ids = [] for i in range(n): msg = self.session.msg('apply_request', content=dict(a=5)) msg['buffers'] = [] rec = init_record(msg) msg_id = msg['header']['msg_id'] msg_ids.append(msg_id) self.db.add_record(msg_id, rec) return msg_ids def test_add_record(self): before = self.db.get_history() self.load_records(5) after = self.db.get_history() self.assertEquals(len(after), len(before)+5) self.assertEquals(after[:-5],before) def test_drop_record(self): msg_id = self.load_records()[-1] rec = self.db.get_record(msg_id) self.db.drop_record(msg_id) self.assertRaises(KeyError,self.db.get_record, msg_id) def _round_to_millisecond(self, dt): """necessary because mongodb rounds microseconds""" micro = dt.microsecond extra = int(str(micro)[-3:]) return dt - timedelta(microseconds=extra) def test_update_record(self): now = self._round_to_millisecond(datetime.now()) # msg_id = self.db.get_history()[-1] rec1 = self.db.get_record(msg_id) data = {'stdout': 'hello there', 'completed' : now} self.db.update_record(msg_id, data) rec2 = self.db.get_record(msg_id) self.assertEquals(rec2['stdout'], 'hello there') self.assertEquals(rec2['completed'], now) rec1.update(data) self.assertEquals(rec1, rec2) # def test_update_record_bad(self): # """test updating nonexistant records""" # msg_id = str(uuid.uuid4()) # data = {'stdout': 'hello there'} # self.assertRaises(KeyError, self.db.update_record, msg_id, data) def test_find_records_dt(self): """test finding records by date""" hist = self.db.get_history() middle = self.db.get_record(hist[len(hist)//2]) tic = middle['submitted'] before = self.db.find_records({'submitted' : {'$lt' : tic}}) after = self.db.find_records({'submitted' : {'$gte' : tic}}) self.assertEquals(len(before)+len(after),len(hist)) for b in before: self.assertTrue(b['submitted'] < tic) for a in after: self.assertTrue(a['submitted'] >= tic) same = self.db.find_records({'submitted' : tic}) for s in same: self.assertTrue(s['submitted'] == tic) def test_find_records_keys(self): """test extracting subset of record keys""" found = self.db.find_records({'msg_id': {'$ne' : ''}},keys=['submitted', 'completed']) for rec in found: self.assertEquals(set(rec.keys()), set(['msg_id', 'submitted', 'completed'])) def test_find_records_msg_id(self): """ensure msg_id is always in found records""" found = self.db.find_records({'msg_id': {'$ne' : ''}},keys=['submitted', 'completed']) for rec in found: self.assertTrue('msg_id' in rec.keys()) found = self.db.find_records({'msg_id': {'$ne' : ''}},keys=['submitted']) for rec in found: self.assertTrue('msg_id' in rec.keys()) found = self.db.find_records({'msg_id': {'$ne' : ''}},keys=['msg_id']) for rec in found: self.assertTrue('msg_id' in rec.keys()) def test_find_records_in(self): """test finding records with '$in','$nin' operators""" hist = self.db.get_history() even = hist[::2] odd = hist[1::2] recs = self.db.find_records({ 'msg_id' : {'$in' : even}}) found = [ r['msg_id'] for r in recs ] self.assertEquals(set(even), set(found)) recs = self.db.find_records({ 'msg_id' : {'$nin' : even}}) found = [ r['msg_id'] for r in recs ] self.assertEquals(set(odd), set(found)) def test_get_history(self): msg_ids = self.db.get_history() latest = datetime(1984,1,1) for msg_id in msg_ids: rec = self.db.get_record(msg_id) newt = rec['submitted'] self.assertTrue(newt >= latest) latest = newt msg_id = self.load_records(1)[-1] self.assertEquals(self.db.get_history()[-1],msg_id) def test_datetime(self): """get/set timestamps with datetime objects""" msg_id = self.db.get_history()[-1] rec = self.db.get_record(msg_id) self.assertTrue(isinstance(rec['submitted'], datetime)) self.db.update_record(msg_id, dict(completed=datetime.now())) rec = self.db.get_record(msg_id) self.assertTrue(isinstance(rec['completed'], datetime)) def test_drop_matching(self): msg_ids = self.load_records(10) query = {'msg_id' : {'$in':msg_ids}} self.db.drop_matching_records(query) recs = self.db.find_records(query) self.assertEquals(len(recs), 0) def test_null(self): """test None comparison queries""" msg_ids = self.load_records(10) query = {'msg_id' : None} recs = self.db.find_records(query) self.assertEquals(len(recs), 0) query = {'msg_id' : {'$ne' : None}} recs = self.db.find_records(query) self.assertTrue(len(recs) >= 10) def test_pop_safe_get(self): """editing query results shouldn't affect record [get]""" msg_id = self.db.get_history()[-1] rec = self.db.get_record(msg_id) rec.pop('buffers') rec['garbage'] = 'hello' rec2 = self.db.get_record(msg_id) self.assertTrue('buffers' in rec2) self.assertFalse('garbage' in rec2) def test_pop_safe_find(self): """editing query results shouldn't affect record [find]""" msg_id = self.db.get_history()[-1] rec = self.db.find_records({'msg_id' : msg_id})[0] rec.pop('buffers') rec['garbage'] = 'hello' rec2 = self.db.find_records({'msg_id' : msg_id})[0] self.assertTrue('buffers' in rec2) self.assertFalse('garbage' in rec2) def test_pop_safe_find_keys(self): """editing query results shouldn't affect record [find+keys]""" msg_id = self.db.get_history()[-1] rec = self.db.find_records({'msg_id' : msg_id}, keys=['buffers'])[0] rec.pop('buffers') rec['garbage'] = 'hello' rec2 = self.db.find_records({'msg_id' : msg_id})[0] self.assertTrue('buffers' in rec2) self.assertFalse('garbage' in rec2)
def init_session(self): """create our session object""" default_secure(self.config) self.session = Session(config=self.config, username=u'kernel')
class TaskDBTest: def setUp(self): self.session = Session() self.db = self.create_db() self.load_records(16) def create_db(self): raise NotImplementedError def load_records(self, n=1, buffer_size=100): """load n records for testing""" # sleep 1/10 s, to ensure timestamp is different to previous calls time.sleep(0.1) msg_ids = [] for i in range(n): msg = self.session.msg("apply_request", content=dict(a=5)) msg["buffers"] = [os.urandom(buffer_size)] rec = init_record(msg) msg_id = msg["header"]["msg_id"] msg_ids.append(msg_id) self.db.add_record(msg_id, rec) return msg_ids def test_add_record(self): before = self.db.get_history() self.load_records(5) after = self.db.get_history() self.assertEqual(len(after), len(before) + 5) self.assertEqual(after[:-5], before) def test_drop_record(self): msg_id = self.load_records()[-1] rec = self.db.get_record(msg_id) self.db.drop_record(msg_id) self.assertRaises(KeyError, self.db.get_record, msg_id) def _round_to_millisecond(self, dt): """necessary because mongodb rounds microseconds""" micro = dt.microsecond extra = int(str(micro)[-3:]) return dt - timedelta(microseconds=extra) def test_update_record(self): now = self._round_to_millisecond(datetime.now()) # msg_id = self.db.get_history()[-1] rec1 = self.db.get_record(msg_id) data = {"stdout": "hello there", "completed": now} self.db.update_record(msg_id, data) rec2 = self.db.get_record(msg_id) self.assertEqual(rec2["stdout"], "hello there") self.assertEqual(rec2["completed"], now) rec1.update(data) self.assertEqual(rec1, rec2) # def test_update_record_bad(self): # """test updating nonexistant records""" # msg_id = str(uuid.uuid4()) # data = {'stdout': 'hello there'} # self.assertRaises(KeyError, self.db.update_record, msg_id, data) def test_find_records_dt(self): """test finding records by date""" hist = self.db.get_history() middle = self.db.get_record(hist[len(hist) // 2]) tic = middle["submitted"] before = self.db.find_records({"submitted": {"$lt": tic}}) after = self.db.find_records({"submitted": {"$gte": tic}}) self.assertEqual(len(before) + len(after), len(hist)) for b in before: self.assertTrue(b["submitted"] < tic) for a in after: self.assertTrue(a["submitted"] >= tic) same = self.db.find_records({"submitted": tic}) for s in same: self.assertTrue(s["submitted"] == tic) def test_find_records_keys(self): """test extracting subset of record keys""" found = self.db.find_records({"msg_id": {"$ne": ""}}, keys=["submitted", "completed"]) for rec in found: self.assertEqual(set(rec.keys()), set(["msg_id", "submitted", "completed"])) def test_find_records_msg_id(self): """ensure msg_id is always in found records""" found = self.db.find_records({"msg_id": {"$ne": ""}}, keys=["submitted", "completed"]) for rec in found: self.assertTrue("msg_id" in rec.keys()) found = self.db.find_records({"msg_id": {"$ne": ""}}, keys=["submitted"]) for rec in found: self.assertTrue("msg_id" in rec.keys()) found = self.db.find_records({"msg_id": {"$ne": ""}}, keys=["msg_id"]) for rec in found: self.assertTrue("msg_id" in rec.keys()) def test_find_records_in(self): """test finding records with '$in','$nin' operators""" hist = self.db.get_history() even = hist[::2] odd = hist[1::2] recs = self.db.find_records({"msg_id": {"$in": even}}) found = [r["msg_id"] for r in recs] self.assertEqual(set(even), set(found)) recs = self.db.find_records({"msg_id": {"$nin": even}}) found = [r["msg_id"] for r in recs] self.assertEqual(set(odd), set(found)) def test_get_history(self): msg_ids = self.db.get_history() latest = datetime(1984, 1, 1) for msg_id in msg_ids: rec = self.db.get_record(msg_id) newt = rec["submitted"] self.assertTrue(newt >= latest) latest = newt msg_id = self.load_records(1)[-1] self.assertEqual(self.db.get_history()[-1], msg_id) def test_datetime(self): """get/set timestamps with datetime objects""" msg_id = self.db.get_history()[-1] rec = self.db.get_record(msg_id) self.assertTrue(isinstance(rec["submitted"], datetime)) self.db.update_record(msg_id, dict(completed=datetime.now())) rec = self.db.get_record(msg_id) self.assertTrue(isinstance(rec["completed"], datetime)) def test_drop_matching(self): msg_ids = self.load_records(10) query = {"msg_id": {"$in": msg_ids}} self.db.drop_matching_records(query) recs = self.db.find_records(query) self.assertEqual(len(recs), 0) def test_null(self): """test None comparison queries""" msg_ids = self.load_records(10) query = {"msg_id": None} recs = self.db.find_records(query) self.assertEqual(len(recs), 0) query = {"msg_id": {"$ne": None}} recs = self.db.find_records(query) self.assertTrue(len(recs) >= 10) def test_pop_safe_get(self): """editing query results shouldn't affect record [get]""" msg_id = self.db.get_history()[-1] rec = self.db.get_record(msg_id) rec.pop("buffers") rec["garbage"] = "hello" rec["header"]["msg_id"] = "fubar" rec2 = self.db.get_record(msg_id) self.assertTrue("buffers" in rec2) self.assertFalse("garbage" in rec2) self.assertEqual(rec2["header"]["msg_id"], msg_id) def test_pop_safe_find(self): """editing query results shouldn't affect record [find]""" msg_id = self.db.get_history()[-1] rec = self.db.find_records({"msg_id": msg_id})[0] rec.pop("buffers") rec["garbage"] = "hello" rec["header"]["msg_id"] = "fubar" rec2 = self.db.find_records({"msg_id": msg_id})[0] self.assertTrue("buffers" in rec2) self.assertFalse("garbage" in rec2) self.assertEqual(rec2["header"]["msg_id"], msg_id) def test_pop_safe_find_keys(self): """editing query results shouldn't affect record [find+keys]""" msg_id = self.db.get_history()[-1] rec = self.db.find_records({"msg_id": msg_id}, keys=["buffers", "header"])[0] rec.pop("buffers") rec["garbage"] = "hello" rec["header"]["msg_id"] = "fubar" rec2 = self.db.find_records({"msg_id": msg_id})[0] self.assertTrue("buffers" in rec2) self.assertFalse("garbage" in rec2) self.assertEqual(rec2["header"]["msg_id"], msg_id)