async def test_forward_pipe_complex_pipe() -> None:
xs = AsyncObservable.from_iterable([1, 2, 3])
result = []
def mapper(value) -> int:
return value * 10
async def predicate(value) -> bool:
await asyncio.sleep(0.1)
return value > 1
async def long_running(value) -> AsyncObservable[int]:
return AsyncObservable.from_iterable([value])
ys = (xs
| _.filter(predicate)
| _.map(mapper)
| _.flat_map(long_running)
| _.to_async_iterable()
)
async for value in ys:
result.append(value)
assert result == [20, 30]
def subscribe_fields(exe_context, parent_type, source_value, fields):
exe_context = SubscriberExecutionContext(exe_context)
def on_error(error):
exe_context.report_error(error)
def map_result(data):
print("MAP RESULT:", data)
if exe_context.errors:
result = ExecutionResult(data=data, errors=exe_context.errors)
else:
result = ExecutionResult(data=data)
exe_context.reset()
return result
# def catch_error(error):
# print("CATCH ERROR:", error)
# exe_context.errors.append(error)
# return None
assert len(fields) == 1, "Can only subscribe one element at a time."
for response_name, field_asts in fields.items():
result = subscribe_field(exe_context, parent_type, source_value,
field_asts)
if result is Undefined:
continue
# Map observable results
# error_obs = AsyncObservable.unit(None) | op.map(catch_error)
obs = result | op.map(lambda x: {response_name: x}) | op.map(
map_result)
return obs
async def main() -> None:
xs = AsyncObservable.from_iterable([1, 2, 3, 4, 5])
async def mapper(value) -> AsyncObservable:
fut = executor.submit(long_running, value)
return AsyncObservable.unit(wrap_future(fut))
ys = xs | op.flat_map(mapper) | op.to_async_iterable()
async for x in ys:
print(x)
async def main():
xs = AsyncObservable.from_iterable(range(10))
# Split into odds and evens
odds = xs | op.filter(lambda x: x % 2 == 1)
evens = xs | op.filter(lambda x: x % 2 == 0)
async def mysink(value):
print(value)
await subscribe(odds, AsyncAnonymousObserver(mysink))
await subscribe(evens, AsyncAnonymousObserver(mysink))
def subscribe_field(exe_context, parent_type, source, field_asts):
field_ast = field_asts[0]
field_name = field_ast.name.value
field_def = get_field_def(exe_context.schema, parent_type, field_name)
if not field_def:
return Undefined
return_type = field_def.type
resolve_fn = field_def.resolver or default_resolve_fn
# We wrap the resolve_fn from the middleware
resolve_fn_middleware = exe_context.get_field_resolver(resolve_fn)
# Build a dict of arguments from the field.arguments AST, using the variables scope to
# fulfill any variable references.
args = exe_context.get_argument_values(field_def, field_ast)
# The resolve function's optional third argument is a context value that
# is provided to every resolve function within an execution. It is commonly
# used to represent an authenticated user, or request-specific caches.
context = exe_context.context_value
# The resolve function's optional third argument is a collection of
# information about the current execution state.
info = ResolveInfo(field_name,
field_asts,
return_type,
parent_type,
schema=exe_context.schema,
fragments=exe_context.fragments,
root_value=exe_context.root_value,
operation=exe_context.operation,
variable_values=exe_context.variable_values,
context=context,
path=[field_name])
executor = exe_context.executor
if isinstance(executor, SyncExecutor):
raise TypeError("Cannot use subscriptions with the SyncExecutor")
result = resolve_or_error(resolve_fn_middleware, source, info, args,
executor)
if isinstance(result, Exception):
raise result
if isinstance(result, Promise):
result = executor.loop.run_until_complete(result)
if not isinstance(result, AsyncObservable):
raise GraphQLError(
'Subscription must return an AsyncObservable. Received: {}'.format(
repr(result)))
return result | op.map(
functools.partial(complete_value_catching_error, exe_context,
return_type, field_asts, info))
async def test_forward_pipe_simple_pipe() -> None:
xs = AsyncObservable.from_iterable([1, 2, 3])
result = []
def mapper(value) -> int:
return value * 10
async def predicate(value) -> bool:
await asyncio.sleep(0.1)
return value > 1
ys = xs | _.filter(predicate) | _.map(mapper)
async def asend(value) -> None:
result.append(value)
await run(ys, AsyncAnonymousObserver(asend))
assert result == [20, 30]
async def test_pipe_simple_pipe():
xs = AsyncObservable.from_iterable([1, 2, 3])
result = []
def mapper(value):
return value * 10
async def predicate(value):
await asyncio.sleep(0.1)
return value > 1
ys = pipe(xs, _.filter(predicate), _.map(mapper))
async def asend(value):
result.append(value)
await run(ys, AsyncAnonymousObserver(asend))
assert result == [20, 30]
async def test_pipe_complex_pipe():
xs = AsyncObservable.from_iterable([1, 2, 3])
result = []
def mapper(value):
return value * 10
async def predicate(value):
await asyncio.sleep(0.1)
return value > 1
async def long_running(value):
return AsyncObservable.from_iterable([value])
ys = pipe(xs, _.filter(predicate), _.map(mapper), _.flat_map(long_running),
_.to_async_iterable())
async for value in ys:
result.append(value)
assert result == [20, 30]
async def test_forward_pipe_map() -> None:
xs = AsyncObservable.from_iterable([1, 2, 3])
result = []
def mapper(value) -> int:
return value * 10
ys = xs | _.map(mapper)
async def asend(value) -> None:
result.append(value)
await run(ys, AsyncAnonymousObserver(asend))
assert result == [10, 20, 30]
async def test_pipe_map():
xs = AsyncObservable.from_iterable([1, 2, 3])
result = []
def mapper(value):
return value * 10
ys = pipe(xs, _.map(mapper))
async def asend(value):
result.append(value)
await run(ys, AsyncAnonymousObserver(asend))
assert result == [10, 20, 30]
async def test_map_happy():
xs = from_iterable([1, 2, 3]) # type: AsyncObservable[int]
values = []
async def asend(value):
values.append(value)
def mapper(value: int) -> int:
return value * 10
ys = xs | _.map(mapper)
result = await run(ys, AsyncAnonymousObserver(asend))
assert result == 30
assert values == [10, 20, 30]
async def init(self):
await self.connection.connect()
unpack = itemgetter("config", "old_val", "new_val")
async def update(x):
cfg, old, new = unpack(x)
try:
if new is None:
self.latest_config[cfg].delete(old)
else:
self.latest_config[cfg].set(new)
except:
logger.exception(f"Unhandled error while updating config {cfg}.")
else:
logger.info(f"Updated config {cfg} with {x}")
return await subscribe(
from_iterable(self.configs.values())
| Operators.flat_map(self.config_observable),
AsyncAnonymousObserver(update))
async def test_map_subscription_cancel():
xs = AsyncStream()
result = []
sub = None
def mapper(value):
return value * 10
ys = xs | _.map(mapper)
async def asend(value):
result.append(value)
await sub.adispose()
await asyncio.sleep(0)
async with subscribe(ys, AsyncAnonymousObserver(asend)) as sub:
await xs.asend(10)
await asyncio.sleep(0)
await xs.asend(20)
assert result == [100]
async def test_map_mapper_throws():
xs = from_iterable([1])
exception = None
error = Exception("ex")
async def asend(value):
pass
async def athrow(ex):
nonlocal exception
exception = ex
def mapper(x):
raise error
ys = xs | _.map(mapper)
try:
await run(ys, AsyncAnonymousObserver(asend, athrow))
except Exception as ex:
assert ex == error
assert exception == error
async def config_observable(self, cfg):
return self.connection.start_with_and_changes(self.connection.db().table(cfg.name))\
| Operators.map(lambda elem: {**elem, "config": cfg.name})\
async def new_task_watch():
db_host = os.environ.get('DATABASE_HOST')
db_port = os.environ.get('DATABASE_PORT')
conn = await connection(db_host, db_port)
async def new_change(arg):
try:
row, webhooks = arg[0], arg[1]
logger.debug(f"Dispatching row: {row}")
event = row.get('event', 'undefined')
hooks = webhooks.get(event, [])
if len(hooks) > 0:
webhook_future = asyncio.ensure_future(
service.webhook(hooks, row))
try:
handler = dispatch[event]
await handler(conn, row)
except KeyError:
logger.debug(f"No handler for event type {row['event']}")
except:
logger.exception("Unknown exception in task processing")
try:
if len(hooks) > 0:
await webhook_future
except:
logger.exception("Unknown exception in webhook.")
except:
logger.exception("Unknown exception in task watch.")
async def delayed(tasks):
logger.debug(f"Got update in delayed tasks: {tasks}")
if len(tasks) == 0:
await asyncio.sleep(60)
return
task = next(iter(tasks))
delta = datetime.fromtimestamp(
task['at'], timezone.utc) - datetime.now(timezone.utc)
await asyncio.sleep(delta.total_seconds())
await conn.run(new_task(conn, task['event'], task['parameters']))
await asyncio.shield(conn.run(remove_delayed(conn, task)))
ready_tasks = conn.start_with_and_changes(conn.db().table('tasks') \
.filter(lambda row: row['status'] == 'ready')
) | Operators.map(lambda c: c['new_val'])\
| Operators.filter(lambda x: x is not None)
webhooks = conn.changes_accumulate(conn.db().table('webhooks'))\
| Operators.map(group_by("event"))
return await asyncio.gather(
subscribe(
ready_tasks | with_latest_from(webhooks),
AsyncAnonymousObserver(new_change)
),
subscribe(
conn.changes_accumulate(conn.db().table('delayed_tasks'))\
| Operators.map(lambda tasks: sorted(tasks, key=lambda task: task['at'])),
AsyncRepeatedlyCallWithLatest(delayed)
)
)