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Server-sent events as a IBM Streams topology source.
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from streamsx.topology.topology import Topology | |
import streamsx.topology.context | |
from sseclient import SSEClient | |
class SSEReader(object): | |
""" | |
Read Server-sent events. | |
Includes checkpointing/consistent region support | |
so that recovery from a checkpoint starts at the last | |
saved identifier. | |
Uses the sseclient https://pypi.org/project/sseclient/ | |
Server-sent events: https://en.wikipedia.org/wiki/Server-sent_events | |
""" | |
def __init__(self, url): | |
self.url = url | |
self.client = None | |
self.last_id = None | |
def __enter__(self): | |
""" | |
Create the SSEClient. | |
Called when (re)starting or recovering from a checkpoint. | |
""" | |
self.client = SSEClient(self.url, last_id = self.last_id) | |
def __exit__(self, exc_type, exc_value, traceback): | |
self.client = None | |
def __call__(self): | |
# SSEClient is an iterator of events. | |
return self.client | |
def __getstate__(self): | |
# Only checkpoint the URL and last_id maintained by the client. | |
# The actual client cannot be checkpointed (pickled). | |
return {'url':self.url, 'last_id':self.client.last_id if self.client else None} | |
def main(): | |
topo = Topology("WikipediaSSE") | |
topo.add_pip_package('sseclient') | |
# See https://wikitech.wikimedia.org/wiki/Event_Platform/EventStreams | |
wiki_url = 'https://stream.wikimedia.org/v2/stream/recentchange' | |
events = topo.source(SSEReader(wiki_url), name='WikiRecentChanges') | |
# Only pass through events with data. | |
events = events.filter(lambda event : event.data, name='NonEmptyEvents') | |
# extract the data as strings | |
events = events.map(lambda event : event.data, schema=str, name='EventData') | |
ve = events.view(name="SSEvents", sample_size=20) | |
cfg = {} | |
j = streamsx.topology.context.submit("STREAMING_ANALYTICS_SERVICE", topo, cfg) | |
print('Submitted job:', j.id) | |
print('Server-sent events from ', wiki_url) | |
ve.start_data_fetch() | |
print(ve.fetch_tuples(max_tuples=10, timeout=60)) | |
ve.stop_data_fetch() | |
if __name__ == '__main__': | |
main() |
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