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Refactor of caching & data storage part 9 #118
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from datetime import datetime
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import pytz
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from core.data_store import DATA_STORE
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class SpotProvider:
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"""Generic spot provider class. Subclasses of this query the individual APIs for data."""
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def __init__(self, name, provider_config):
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"""Constructor"""
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self.name = name
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self.enabled = provider_config["enabled"]
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self.last_update_time = datetime.min.replace(tzinfo=pytz.UTC)
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self.last_spot_time = datetime.min.replace(tzinfo=pytz.UTC)
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self.status = "Not Started" if self.enabled else "Disabled"
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self._spots = DATA_STORE.spots
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def start(self):
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"""Start the provider. This should return immediately after spawning threads to access the remote resources"""
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raise NotImplementedError("Subclasses must implement this method")
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def _submit_batch(self, spots):
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"""Submit a batch of spots retrieved from the provider. Only spots that are newer than the last spot retrieved
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by this provider will be added to the spot list, to prevent duplications. Spots passing the check will also have
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their infer_missing() method called to complete their data set. This is called by the API-querying
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subclasses on receiving spots."""
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# Sort the batch so that earliest ones go in first. This helps keep the ordering correct when spots are fired
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# off to SSE listeners.
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spots = sorted(spots, key=lambda s: (s.time if s and s.time else 0))
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for spot in spots:
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if datetime.fromtimestamp(spot.time, pytz.UTC) > self.last_spot_time:
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# Fill in any blanks and add to the list
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spot.infer_missing()
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self._add_spot(spot)
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if spots:
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self.last_spot_time = datetime.fromtimestamp(max(map(lambda s: s.time, spots)), pytz.UTC)
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def _submit(self, spot):
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"""Submit a single spot retrieved from the provider. This will be added to the list regardless of its age. Spots
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passing the check will also have their infer_missing() method called to complete their data set. This is called by
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the data streaming subclasses, which can be relied upon not to re-provide old spots."""
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# Fill in any blanks and add to the list
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spot.infer_missing()
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self._add_spot(spot)
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self.last_spot_time = datetime.fromtimestamp(spot.time, pytz.UTC)
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def _add_spot(self, spot):
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if not spot.expired():
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self._spots.set(spot.id, spot)
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def stop(self):
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"""Stop any threads and prepare for application shutdown"""
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raise NotImplementedError("Subclasses must implement this method")
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