Added throttle support to Adafruit IO plugin
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1 changed files with 71 additions and 3 deletions
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@ -1,5 +1,11 @@
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import ast
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import statistics
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import time
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from threading import Thread
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from Adafruit_IO import Client
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from platypush.context import get_backend
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from platypush.message import Message
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from platypush.plugins import Plugin, action
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@ -13,6 +19,7 @@ class AdafruitIoPlugin(Plugin):
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Requires:
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* **adafruit-io** (``pip install adafruit-io``)
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* Redis server running and Redis backend configured if you want to enable throttling
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Some example usages::
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@ -36,21 +43,73 @@ class AdafruitIoPlugin(Plugin):
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}
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"""
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def __init__(self, username, key, *args, **kwargs):
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_DATA_THROTTLER_QUEUE = 'platypush/adafruit.io'
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def __init__(self, username, key, throttle_seconds=None, *args, **kwargs):
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"""
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:param username: Your Adafruit username
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:type username: str
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:param key: Your Adafruit IO key
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:type key: str
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:param throttle_seconds: If set, then instead of sending the values directly over ``send`` the plugin will first collect all the samples within the specified period and then dispatch them to Adafruit IO. You may want to set it if you have data sources providing a lot of data points and you don't want to hit the throttling limitations of Adafruit.
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:type throttle_seconds: float
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"""
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super().__init__(*args, **kwargs)
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self.aio = Client(username=username, key=key)
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self.throttle_seconds = throttle_seconds
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if self.throttle_seconds:
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redis = self._get_redis()
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self.logger.info('Starting Adafruit IO throttler thread')
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self.data_throttler = Thread(target=self._data_throttler())
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self.data_throttler.start()
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def _get_redis(self):
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from redis import Redis
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redis_args = get_backend('redis').redis_args
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redis_args['socket_timeout'] = 1
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return Redis(**redis_args)
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def _data_throttler(self):
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from redis.exceptions import TimeoutError as QueueTimeoutError
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def run():
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redis = self._get_redis()
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last_processed_batch_timestamp = None
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data = {}
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while True:
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try:
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new_data = ast.literal_eval(
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redis.blpop(self._DATA_THROTTLER_QUEUE)[1].decode('utf-8'))
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for (key, value) in new_data.items():
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data.setdefault(key, []).append(value)
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except QueueTimeoutError:
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pass
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if data and (last_processed_batch_timestamp is None or
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time.time() - last_processed_batch_timestamp >= self.throttle_seconds):
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self.logger.info('Processing feeds batch for Adafruit IO')
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for (feed, values) in data.items():
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if values:
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value = statistics.mean(values)
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self.send(feed, value, enqueue=False)
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last_processed_batch_timestamp = time.time()
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data = {}
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return run
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@action
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def send(self, feed, value):
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def send(self, feed, value, enqueue=True):
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"""
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Send a value to an Adafruit IO feed
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@ -59,9 +118,18 @@ class AdafruitIoPlugin(Plugin):
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:param value: Value to send
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:type value: Numeric or string
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:param enqueue: If throttle_seconds is set, this method by default will append values to the throttling queue to be periodically flushed instead of sending the message directly. In such case, pass enqueue=False to override the behaviour and send the message directly instead.
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:type enqueue: bool
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"""
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self.aio.send(feed, value)
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if not self.throttle_seconds or not enqueue:
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# If no throttling is configured, or enqueue is false then send the value directly to Adafruit
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self.aio.send(feed, value)
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else:
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# Otherwise send it to the Redis queue to be picked up by the throttler thread
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redis = self._get_redis()
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redis.rpush(self._DATA_THROTTLER_QUEUE, {feed:value})
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@action
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