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import queue | |
import asyncio | |
import threading | |
import traceback | |
class TimeoutIterator: | |
""" | |
Wrapper class to add timeout feature to synchronous iterators | |
- timeout: timeout for next(). Default=ZERO_TIMEOUT i.e. no timeout or blocking calls to next. Updated using set_timeout() | |
- sentinel: the object returned by iterator when timeout happens | |
- reset_on_next: if set to True, timeout is reset to the value of ZERO_TIMEOUT on each iteration | |
TimeoutIterator uses a thread internally. | |
The thread stops once the iterator exhausts or raises an exception during iteration. | |
Any exceptions raised within the wrapped iterator are propagated as it is. | |
Exception is raised when all elements generated by the actual iterator before exception have been consumed | |
Timeout can be set dynamically before going for iteration | |
""" | |
ZERO_TIMEOUT = 0.0 | |
def __init__(self, iterator, timeout=0.0, sentinel=object(), reset_on_next=False, raise_on_exception=True): | |
self._iterator = iterator | |
self._timeout = timeout | |
self._sentinel = sentinel | |
self._reset_on_next = reset_on_next | |
self._raise_on_exception = raise_on_exception | |
self._interrupt = False | |
self._done = False | |
self._buffer = queue.Queue() | |
self._thread = threading.Thread(target=self.__lookahead) | |
self._thread.start() | |
def get_sentinel(self): | |
return self._sentinel | |
def set_reset_on_next(self, reset_on_next): | |
self._reset_on_next = reset_on_next | |
def set_timeout(self, timeout: float): | |
""" | |
Set timeout for next iteration | |
""" | |
self._timeout = timeout | |
def interrupt(self): | |
""" | |
interrupt and stop the underlying thread. | |
the thread actually dies only after interrupt has been set and | |
the underlying iterator yields a value after that. | |
""" | |
self._interrupt = True | |
def __iter__(self): | |
return self | |
def __next__(self): | |
""" | |
yield the result from iterator | |
if timeout > 0: | |
yield data if available. | |
otherwise yield sentinal | |
""" | |
if self._done: | |
raise StopIteration | |
data = self._sentinel | |
try: | |
if self._timeout > self.ZERO_TIMEOUT: | |
data = self._buffer.get(timeout=self._timeout) | |
else: | |
data = self._buffer.get() | |
except queue.Empty: | |
pass | |
finally: | |
# see if timeout needs to be reset | |
if self._reset_on_next: | |
self._timeout = self.ZERO_TIMEOUT | |
# propagate any exceptions including StopIteration | |
if isinstance(data, BaseException): | |
self._done = True | |
if isinstance(data, StopIteration): | |
raise data | |
ex = ''.join(traceback.format_tb(data.__traceback__)) | |
print("Generation Failed: %s %s" % (str(data), str(ex)), flush=True) | |
if self._raise_on_exception: | |
raise data | |
else: | |
return data | |
return data | |
def __lookahead(self): | |
try: | |
while True: | |
self._buffer.put(next(self._iterator)) | |
if self._interrupt: | |
raise StopIteration() | |
except BaseException as e: | |
self._buffer.put(e) | |
class AsyncTimeoutIterator: | |
""" | |
Async version of TimeoutIterator. See method documentation of TimeoutIterator | |
""" | |
ZERO_TIMEOUT = 0.0 | |
def __init__(self, iterator, timeout=0.0, sentinel=object(), reset_on_next=False): | |
self._iterator = iterator | |
self._timeout = timeout | |
self._sentinel = sentinel | |
self._reset_on_next = reset_on_next | |
self._interrupt = False | |
self._done = False | |
self._buffer = asyncio.Queue() | |
self._task = asyncio.get_event_loop().create_task(self.__lookahead()) | |
def get_sentinel(self): | |
return self._sentinel | |
def set_reset_on_next(self, reset_on_next): | |
self._reset_on_next = reset_on_next | |
def set_timeout(self, timeout: float): | |
self._timeout = timeout | |
def interrupt(self): | |
self._interrupt = True | |
def __aiter__(self): | |
return self | |
async def __anext__(self): | |
if self._done: | |
raise StopAsyncIteration | |
data = self._sentinel | |
try: | |
if self._timeout > self.ZERO_TIMEOUT: | |
data = await asyncio.wait_for(self._buffer.get(), self._timeout) | |
else: | |
data = await self._buffer.get() | |
except asyncio.TimeoutError: | |
pass | |
finally: | |
# see if timeout needs to be reset | |
if self._reset_on_next: | |
self._timeout = self.ZERO_TIMEOUT | |
# propagate any exceptions including StopIteration | |
if isinstance(data, BaseException): | |
self._done = True | |
raise data | |
return data | |
async def __lookahead(self): | |
try: | |
while True: | |
data = await self._iterator.__anext__() | |
await self._buffer.put(data) | |
if self._interrupt: | |
raise StopAsyncIteration() | |
except BaseException as e: | |
await self._buffer.put(e) | |