def test_starmap_subscription_error(self):
mapper = ops.starmap(lambda x, y: (x, y))
with self.assertRaises(RxException):
return_value((1, 10)).pipe(
mapper
).subscribe(lambda x: _raise("ex"))
with self.assertRaises(RxException):
throw('ex').pipe(
mapper
).subscribe(on_error=lambda ex: _raise(ex))
with self.assertRaises(RxException):
empty().pipe(
mapper
).subscribe(lambda x: x, lambda ex: ex, lambda: _raise('ex'))
def subscribe(observer, scheduler=None):
_raise('ex')
with self.assertRaises(RxException):
create(subscribe).pipe(
mapper
).subscribe()
def basic_sample_1():
"""
Basic usage of 'rx.create'
:return:
"""
def push_five_strings(observer, scheduler):
print(scheduler)
observer.on_next("Alpha")
time.sleep(random.randint(5, 20) * 0.1)
observer.on_next("Beta")
time.sleep(random.randint(5, 20) * 0.1)
observer.on_next("Gamma")
time.sleep(random.randint(5, 20) * 0.1)
observer.on_next("Delta")
time.sleep(random.randint(5, 20) * 0.1)
observer.on_next("Epsilon")
time.sleep(random.randint(5, 20) * 0.1)
observer.on_completed()
source1 = create(push_five_strings)
source1.subscribe(
on_next=on_success,
on_error=on_error,
on_completed=on_complete,
)
def _to_deque(source):
def on_subscribe(observer, scheduler):
acc = deque()
def on_next(i):
nonlocal acc
if extend is True:
acc.extend(i)
else:
acc.append(i)
def on_completed():
print("to_deque now flushing")
try:
while True:
observer.on_next(acc.popleft())
except IndexError:
pass
observer.on_completed()
source.subscribe(on_next=on_next,
on_completed=on_completed,
on_error=observer.on_error)
return rx.create(on_subscribe)
def from_aiter(iterator, feedback: Optional[Observable] = None):
# noinspection PyUnusedLocal
def on_subscribe(observer: Observer, scheduler):
async def _aio_next():
try:
event = await iterator.__anext__()
if isinstance(event, OnNext):
observer.on_next(event.value)
elif isinstance(event, OnError):
observer.on_error(event.exception)
elif isinstance(event, OnCompleted):
observer.on_completed()
except StopAsyncIteration:
pass
except Exception as exception:
logger().error(str(exception), exc_info=True)
observer.on_error(exception)
def create_next_task():
asyncio.create_task(_aio_next())
return feedback.subscribe(on_next=lambda i: create_next_task())
return rx.create(on_subscribe)
def run():
parser = argparse.ArgumentParser(
prog='entityfactspicturesmetadataharvester',
description=
'Reads depiction information (images URLs) from given EntityFacts sheets (as line-delimited JSON records) and retrieves the (Wikimedia Commons file) metadata of these pictures (as line-delimited JSON records).',
epilog=
'example: entityfactspicturesmetadataharvester < [INPUT LINE-DELIMITED JSON FILE WITH ENTITYFACTS SHEETS] > [OUTPUT PICTURES METADATA LINE-DELIMITED JSON FILE]',
formatter_class=argparse.ArgumentDefaultsHelpFormatter)
args = parser.parse_args()
if hasattr(args, 'help') and args.help:
parser.print_usage(sys.stderr)
exit(-1)
source = rx.create(push_input)
source_connectable_obs = source.pipe(op.publish())
# Wikimedia Commons file metadata harvesting
do_harvesting(source_connectable_obs, get_metadata_url,
METADATA_CONTENT_TYPE,
WIKIMEDIA_COMMONS_FILE_METADATA_HARVESTING,
METADATA_THREAD_POOL_SCHEDULER)
source_connectable_obs.connect()
def _unframe(source):
def on_subscribe(observer, scheduler):
acc = b''
def on_next(i):
nonlocal acc
offset = 0
bio = io.BytesIO()
bio.write(acc)
bio.write(i)
bio_len = len(bio.getbuffer())
bio.seek(offset, io.SEEK_SET)
while bio_len - offset >= prefix_size:
size = int.from_bytes(bio.read(prefix_size), byteorder=byteorder)
if bio_len - offset - prefix_size >= size:
data = bio.read(size)
offset += size + prefix_size
observer.on_next(data)
else:
break
bio.seek(offset, io.SEEK_SET)
acc = bio.read()
bio.close()
return source.subscribe(
on_next=on_next,
on_completed=observer.on_completed,
on_error=observer.on_error
)
return rx.create(on_subscribe)
def _add_observer(self, path: str):
# noinspection PyUnusedLocal
def _f(observer: Observer, scheduler: typing.Optional[Scheduler]):
self.observers.setdefault(path, []).append(observer)
# noinspection PyTypeChecker
self.observables[path] = rx.create(_f)
def _calc(source):
def subscribe(observer, scheduler):
def on_next(obj):
if not "records" in obj.keys():
observer.on_error(
"Input tuple must contain pandas data frame.")
voltage = np.array(
obj["records"]['voltage'].values).flatten()
current = np.array(
obj["records"]['current'].values).flatten()
if not len(voltage) == len(current):
observer.on_error(
f"Invalid current and voltage input for data point {obj['i']}"
)
else:
rms_v = self.calculate_rms(voltage)
rms_c = self.calculate_rms(current)
obj['s'] = rms_v * rms_c
observer.on_next(obj)
return source.subscribe(on_next, observer.on_error,
observer.on_completed, scheduler)
return rx.create(subscribe)
def _split(source):
def on_subscribe(observer, scheduler):
current_predicate = None
split_observable = Subject()
def on_next(i):
nonlocal current_predicate
nonlocal split_observable
new_predicate = predicate(i)
if current_predicate is None:
current_predicate = new_predicate
observer.on_next(split_observable)
if new_predicate != current_predicate:
current_predicate = new_predicate
split_observable.on_completed()
split_observable = Subject()
observer.on_next(split_observable)
split_observable.on_next(i)
def on_completed():
split_observable.on_completed()
observer.on_completed()
return source.subscribe(
on_next=on_next,
on_completed=on_completed,
on_error=observer.on_error,
)
return rx.create(on_subscribe)
def _on_subscribe(source):
def subscribe(observer, scheduler):
disposable = source.subscribe(observer, scheduler=scheduler)
post_action()
return disposable
return rx.create(subscribe)
def observe_signal(self,
service_name='*',
object_path='*',
interface='*',
member='*'):
match_rule = _create_match_rule('signal', service_name, object_path,
interface, member)
@op.map
def resolve_signal(s: UnresolvedSignal) -> bool:
return s.resolve(service_name, object_path, interface, member)
@op.filter
def not_none(i):
return i is not None
def subscribe(observer: Observer[Message], scheduler=None):
scheduler = scheduler or self._scheduler
subs = self._signals.pipe(resolve_signal,
not_none).subscribe(observer,
scheduler=scheduler)
self._connection.bus_add_match(match_rule)
def dispose():
self._connection.bus_remove_match(match_rule)
subs.dispose()
return Disposable(dispose)
return rx.create(subscribe)
async def tcp_client(host, port):
def on_connection_subscribe(observer, reader, writer):
async def handle_connection(observer, reader, writer):
while True:
try:
data = await reader.read(100)
if data == b'':
break
loop.call_soon(observer.on_next,
Data(data=data))
except Exception as e:
loop.call_soon(observer.on_error(e))
break
loop.call_soon(observer.on_completed)
writer.close()
asyncio.ensure_future(
handle_connection(observer, reader, writer))
try:
reader, writer = await asyncio.open_connection(host,
port,
loop=loop)
connection = rx.create(
lambda o, s: on_connection_subscribe(
o, reader, writer))
observer.on_next(
Connection(id=writer, observable=connection))
except Exception as e:
loop.call_soon(observer.on_error(e))
def _create():
def subscribe(o, scheduler=None):
is_stopped = [False]
o.on_next(1)
o.on_next(2)
def action1(scheduler, state):
if not is_stopped[0]:
return o.on_next(3)
scheduler.schedule_relative(600, action1)
def action2(scheduler, state):
if not is_stopped[0]:
return o.on_next(4)
scheduler.schedule_relative(700, action2)
def action3(scheduler, state):
if not is_stopped[0]:
return o.on_next(5)
scheduler.schedule_relative(900, action3)
def action4(scheduler, state):
if not is_stopped[0]:
return o.on_next(6)
scheduler.schedule_relative(1100, action4)
def dispose():
is_stopped[0] = True
return dispose
return rx.create(subscribe)
def test_retry_observable_retry_count_throws(self):
scheduler1 = TestScheduler()
xs = rx.return_value(1).pipe(ops.retry(3))
xs.subscribe(lambda x: _raise('ex'), scheduler=scheduler1)
self.assertRaises(RxException, scheduler1.start)
scheduler2 = TestScheduler()
ys = rx.throw('ex').pipe(ops.retry(100))
d = ys.subscribe(on_error=lambda ex: _raise('ex'), scheduler=scheduler2)
def dispose(_, __):
d.dispose()
scheduler2.schedule_absolute(0, dispose)
scheduler2.start()
scheduler3 = TestScheduler()
zs = rx.return_value(1).pipe(ops.retry(100))
zs.subscribe(on_completed=lambda: _raise('ex'), scheduler=scheduler3)
with pytest.raises(RxException):
scheduler3.start()
xss = rx.create(lambda o: _raise('ex')).pipe(ops.retry(100))
with pytest.raises(Exception):
xss.subscribe()
def _calc(source):
def subscribe(observer, scheduler):
def on_next(obj):
if not "records" in obj.keys():
observer.on_error(
"Input tuple must contain pandas data frame.")
voltage = np.array(
obj["records"]['voltage'].values).flatten()
current = np.array(
obj["records"]['current'].values).flatten()
if not len(voltage) == len(current):
observer.on_error(
f"Invalid current and voltage input for data point {obj['i']}"
)
else:
power = voltage * current
p_len = settings.PERIOD_LENGTH
p = []
for i in range(0, len(power), p_len):
if i + p_len <= len(power):
p_sig = power[i:int(i + p_len)]
p.append(np.mean(p_sig))
obj['p'] = np.array(p)
obj['p_log'] = np.log(p)
observer.on_next(obj)
return source.subscribe(on_next, observer.on_error,
observer.on_completed, scheduler)
return rx.create(subscribe)
def _mm(source):
def subscribe(observer, scheduler):
window = [
Queue(maxsize=q_size),
]
def on_next(obj):
nonlocal window
if type(obj) != dict:
observer.on_error(
"Error occurred when applying SMA de-noising. Make sure to pass dict "
"elements.")
else:
if window[0].full():
window[0].get_nowait()
window[0].put_nowait((obj['i'], obj))
else:
window[0].put_nowait((obj['i'], obj))
dl = []
for el in window[0].queue:
dl.append(el[1])
data = pd.DataFrame(dl, columns=['p', 's', 'q'])
obj['p_smooth'] = np.median(np.array(data['p']))
obj['q_smooth'] = np.median(np.array(data['q']))
observer.on_next(obj)
return source.subscribe(on_next, observer.on_error,
observer.on_completed, scheduler)
return rx.create(subscribe)
def _mark(source):
def subscribe(observer, scheduler):
predecessor = [0]
last_event = [0]
def on_next(obj):
nonlocal predecessor
nonlocal last_event
current_sign = np.sign(obj['diff_smooth'])
if predecessor[0] == 0:
predecessor[0] = current_sign
if predecessor[0] != current_sign and (
obj["i"] > last_event[0] + self.window_size
or last_event[0] == 0):
obj["change_point"] = True
last_event[0] = obj["i"] + 1
else:
obj["change_point"] = False
predecessor[0] = current_sign
observer.on_next(obj)
return source.subscribe(on_next, observer.on_error,
observer.on_completed, scheduler)
return rx.create(subscribe)
def _transform(source):
def subscribe(observer, scheduler=None):
def on_next(obj):
if obj.status_code != 200 and obj.status_code != 404:
err = f"Error transforming request due to code {obj.status_code}.", obj.status_code
print(err)
observer.on_error(err)
observer.on_completed()
elif obj.status_code == 404:
self.result = obj.content
observer.on_completed()
else:
try:
obj = json.loads(obj.content)["records"]
idx = int(obj[0]['i'] / 1000)
res = {'i': idx, 'records': obj}
self.start_time_dict[idx] = time.time()
observer.on_next(res)
except:
observer.on_completed()
return source.subscribe(on_next, observer.on_error,
observer.on_completed, scheduler)
return rx.create(subscribe)
def encoder(sink):
def on_subscribe(observer, scheduler):
samplerate = None
bitdepth = None
def on_next(item):
nonlocal samplerate
nonlocal bitdepth
if type(item) is Configure:
print("configure: {}".format(item))
samplerate = item.samplerate
bitdepth = item.bitdepth
elif type(item) is EncodeMp3:
encoded_data = mp3_to_flac(item.data, samplerate, bitdepth)
observer.on_next(
EncodeResult(id=item.id,
key=item.key,
data=encoded_data))
else:
observer.on_error("unknown item: {}".format(type(item)))
sink.request.subscribe(
on_next=on_next,
on_error=lambda e: observer.on_error(e),
on_completed=lambda: observer.on_completed(),
)
return Source(response=rx.create(on_subscribe))
def flow_control(should_stop: subject.BehaviorSubject) -> rx.Observable:
"""
Flow control operator. Buffer the previous items and emit them gracefully (respecting the given should_stop/back pressure)
:param should_stop:
:return:
"""
buffer = []
_stop = subject.Subject()
_upstream_completed = False
def on_error(ex):
_stop.on_next(0)
raise ex
def on_upstream_completed():
_upstream_completed = True
def upstream(source: rx.Observable):
source.pipe(operators.take_until(_stop)).subscribe(
lambda x: buffer.append(x), on_error, on_upstream_completed)
def downstream_subscribe(observer: rx.core.Observer,
sch: rx.typing.Scheduler = None):
def emit_next():
if len(buffer):
observer.on_next(buffer.pop(0))
else:
if _upstream_completed:
observer.on_completed()
def schedule_emit_next_until(until: subject.Subject):
stop_emitting = False
def _action(sch: rx.typing.Scheduler, state=None):
emit_next()
def until_on_next(v):
nonlocal stop_emitting
stop_emitting = True
until.pipe(operators.take_until(_stop)).subscribe(until_on_next,
scheduler=sch)
if not stop_emitting:
sch.schedule(_action)
def should_stop_updated(val: bool):
if val:
# should stop, do nothing until next message
pass
else:
# normal operation
# Cannot guarantee that the should_stop will emit every time the value is received.
schedule_emit_next_until(should_stop)
should_stop.pipe(
operators.take_until(_stop)).subscribe(should_stop_updated)
return rx.create(downstream_subscribe)
def from_sensor(sensor, idx):
def subscribe(observer, scheduler):
def callback(image):
#print('from_sensor', idx, threading.get_ident())
observer.on_next(image_carla2numpy(image))
sensor.listen(callback)
return rx.create(subscribe)
def main():
source = create(push_temperature_factory)
source.subscribe(
on_next=lambda event: print(event),
on_error=lambda e: print("Error Occurred: {0}".format(e)),
on_completed=lambda: print("Done!"),
)
def _create():
def subscribe(o, scheduler=None):
o.on_error(ex)
o.on_next(100)
o.on_error('foo')
o.on_completed()
return lambda: None
return rx.create(subscribe)
def test_map_throws(self):
mapper = map(lambda x: x)
with self.assertRaises(RxException):
return_value(1).pipe(mapper).subscribe(lambda x: _raise("ex"))
with self.assertRaises(RxException):
throw('ex').pipe(mapper).subscribe(on_error=lambda ex: _raise(ex))
with self.assertRaises(RxException):
empty().pipe(mapper).subscribe(lambda x: x, lambda ex: ex,
lambda: _raise('ex'))
def subscribe(observer, scheduler=None):
_raise('ex')
with self.assertRaises(RxException):
create(subscribe).pipe(map(lambda x: x)).subscribe()
def main():
origin = rx.create(source)
origin.pipe(
ops.skip(20),
ops.map(lambda x: x % 7),
ops.filter(lambda x: x > 3),
).subscribe_(on_next=print)
def _process(source):
def subscribe(observer, scheduler):
def on_next(obj):
nonlocal self
if "cluster_combination" in obj.keys():
X = obj["X"]
self.backward_cluster_structure = self.clustering
cluster_combination_balanced = obj[
"cluster_combination"]
for i in range(1, len(X) - 1):
X_new = X[i:]
self._update_clustering(
X_new
) # Pushes the new clustering structure into self.clustering
checked_clusters = self._check_model_constraints(
obj=obj, temp_eps=0.8)
if not checked_clusters:
status = "break"
cluster_combination_balanced = self._rollback(
status=status,
cluster_combination_balanced=
cluster_combination_balanced,
i=i)
break
else:
cluster_combination_below_loss = self._compute_loss(
obj, loss_threshold=40)
if not cluster_combination_below_loss:
status = "break"
cluster_combination_balanced = self._rollback(
status=status,
cluster_combination_balanced=
cluster_combination_balanced,
i=i)
break
else:
status = "continue"
cluster_combination_balanced = self._rollback(
status=status,
cluster_combination_balanced=
cluster_combination_balanced,
cluster_combination_below_loss=
cluster_combination_below_loss,
i=i)
continue
event_start = cluster_combination_balanced[2][0]
event_end = cluster_combination_balanced[2][-1]
obj["event_edges"] = (event_start, event_end)
observer.on_next(obj)
return source.subscribe(on_next, observer.on_error,
observer.on_completed, scheduler)
return rx.create(subscribe)
def cozmo_driver(sink):
def subscribe(observer, scheduler=None):
action_handlers = {}
def on_next(command):
if "type" not in command or command["type"] == "start":
factory = getattr(robot, command["name"])
if type(command["value"]) is dict:
if "in_parallel" in command["value"]:
logging.warning(
'Overwriting "in_parallel" field to "True"')
command["value"]["in_parallel"] = True
command["value"]["in_parallel"] = True
action_handlers[command["name"]] = factory(
**command["value"])
elif type(command["value"]) is list:
action_handlers[command["name"]] = factory(
**command["value"], in_parallel=True)
else:
action_handlers[command["name"]] = factory(
command["value"], in_parallel=True)
if "id" in command:
action_handlers[command["name"]].id = command["id"]
else:
action_handlers[command["name"]].id = str(uuid.uuid4())
def on_complete_cb(evt, **kwargs):
observer.on_next(
dict(
{
"id": action_handlers[command["name"]].id,
"evt": evt,
},
**kwargs,
))
action_handlers[command["name"]].add_event_handler(
cozmo.action.EvtActionCompleted, on_complete_cb)
elif command["type"] == "abort":
if action_handlers[command["name"]].is_running:
if ("id" in command and "id" in action_handlers and
command["id"] is not action_handlers["id"]):
logging.warning(
f'Action id does not match {action_handlers["id"]} {command["id"]}'
)
return
action_handlers[command["name"]].abort()
else:
logging.warning(
f'Action {command["name"]} is not running')
else:
logging.warning('Unknown command["type"]', command["type"])
sink.subscribe(on_next=on_next, scheduler=scheduler)
source = rx.create(subscribe)
return source
def test_concat_forward_none_scheduler(self):
subscribe_schedulers = {'e1': 'unknown', 'e2': 'unknown'}
def subscribe_e1(observer, scheduler='not_set'):
subscribe_schedulers['e1'] = scheduler
observer.on_completed()
def subscribe_e2(observer, scheduler='not_set'):
subscribe_schedulers['e2'] = scheduler
observer.on_completed()
e1 = rx.create(subscribe_e1)
e2 = rx.create(subscribe_e2)
stream = e1.pipe(ops.concat(e2))
stream.subscribe()
assert subscribe_schedulers['e1'] is None
assert subscribe_schedulers['e2'] is None
def _fn_top(source):
def subscribe(observer, scheduler=None):
def on_next(value):
observer.on_next(fn(value))
return source.subscribe(on_next, observer.on_error,
observer.on_completed, scheduler)
return rx.create(subscribe)
def driver(sink):
'''
Routes must be configured before starting the server.
'''
session = None
def on_response_subscribe(observer, scheduler):
async def _request(request):
nonlocal session
if session is None:
session = aiohttp.ClientSession()
try:
response = await session.request(
request.method,
request.url,
params=request.params,
data=request.data,
headers=request.headers,
allow_redirects=request.allow_redirects,
max_redirects=request.max_redirects)
data = await response.read()
observer.on_next(
Response(id=request.id,
response=rx.just(
HttpResponse(
status=response.status,
reason=response.status,
method=response.method,
url=response.url,
data=data,
cookies=response.cookies,
headers=response.headers,
content_type=response.content_type))))
except Exception as e:
#print("exception: {}, {}".format(e, traceback.format_exc()))
observer.on_next(
Response(id=request.id, response=rx.throw(e)))
pass
def on_request_item(i):
if type(i) is Request:
asyncio.ensure_future(_request(i), loop=loop)
else:
print("received unknown item: {}".format(type(i)))
def on_request_error(e):
print("http sink error: {}, {}".format(e,
traceback.format_exc()))
return sink.request.subscribe(on_next=on_request_item,
on_error=on_request_error)
return Source(response=rx.create(on_response_subscribe))
def from_sensor(sensor):
def subscribe(observer, scheduler):
def callback(measurement):
#print('from_sensor', idx, threading.get_ident())
observer.on_next(lidar_carla2numpy(measurement))
sensor.listen(callback)
return rx.create(subscribe)
def factory(scheduler):
count[0] += 1
def create(obs, scheduler=None):
def func():
disconnected[0] = True
return func
return rx.create(create)
def to_double(val):
def subscribe(observer, dispose):
try:
time.sleep(val)
observer.on_next(val*2)
except TypeError:
observer.on_error("Error doubling val:", val)
return rx.create(subscribe)
def test_observable_to_list():
_list = [1, 2, 3]
stream = from_list(_list)
assert _list == Combination.observable_to_list(stream)
with pytest.raises(Exception):
stream = create(
lambda observer, scheduler: observer.on_error(Exception))
Combination.observable_to_list(stream)
def _create():
def subscribe(o, scheduler=None):
o.on_error(ex)
o.on_next(100)
o.on_error('foo')
o.on_completed()
return lambda: None
return rx.create(subscribe)
def create():
def predicate(x):
n[0] += 1
return n[0] < 100
def subscribe(o, scheduler=None):
o.on_next(1)
o.on_completed()
return lambda: None
return rx.create(subscribe).pipe(ops.while_do(predicate))
def test_observe_on_forward_subscribe_scheduler(self):
scheduler = ImmediateScheduler()
expected_subscribe_scheduler = ImmediateScheduler()
actual_subscribe_scheduler = None
def subscribe(observer, scheduler):
nonlocal actual_subscribe_scheduler
actual_subscribe_scheduler = scheduler
observer.on_completed()
xs = rx.create(subscribe)
xs.pipe(ops.observe_on(scheduler)).subscribe(
scheduler=expected_subscribe_scheduler)
assert expected_subscribe_scheduler == actual_subscribe_scheduler
def test_as_observable_isnoteager(self):
scheduler = TestScheduler()
subscribed = [False]
def subscribe(obs, scheduler=None):
subscribed[0] = True
disp = scheduler.create_hot_observable(on_next(150, 1), on_next(220, 2), on_completed(250)).subscribe(obs)
def func():
return disp.dispose()
return func
xs = rx.create(subscribe)
xs.pipe(ops.as_observable())
assert not subscribed[0]
def create():
return xs.pipe(ops.as_observable())
scheduler.start(create)
assert subscribed[0]
def test_map_with_index_throws(self):
with self.assertRaises(RxException):
mapper = map_indexed(lambda x, index: x)
return return_value(1).pipe(
mapper
).subscribe(lambda x: _raise('ex'))
with self.assertRaises(RxException):
return throw('ex').pipe(
mapper
).subscribe(lambda x: x, lambda ex: _raise(ex))
with self.assertRaises(RxException):
return empty().pipe(
mapper
).subscribe(lambda x: x, lambda ex: None, lambda: _raise('ex'))
with self.assertRaises(RxException):
return create(lambda o, s: _raise('ex')).pipe(
mapper
).subscribe()
def test_create_observer_throws(self):
def subscribe(o, scheduler=None):
o.on_next(1)
return lambda: None
with self.assertRaises(RxException):
rx.create(subscribe).subscribe(lambda x: _raise('ex'))
def subscribe2(o, scheduler=None):
o.on_error('exception')
return lambda: None
with self.assertRaises(RxException):
rx.create(subscribe2).subscribe(on_error=lambda ex: _raise('ex'))
def subscribe3(o, scheduler=None):
o.on_completed()
return lambda: None
with self.assertRaises(RxException):
rx.create(subscribe3).subscribe(on_completed=lambda: _raise('ex'))
def test_create_exception(self):
with self.assertRaises(RxException):
rx.create(lambda o, s: _raise('ex')).subscribe()
def _create():
def subscribe(o, scheduler=None):
o.on_next(1)
o.on_next(2)
return lambda: None
return rx.create(subscribe)
