hyperstream/tools/meta_instance/2016-11-09_v0.0.1.py
# The MIT License (MIT) # Copyright (c) 2014-2017 University of Bristol
#
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#
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# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
# EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
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from hyperstream.stream import StreamMetaInstance # StreamInstance
from hyperstream.tool import PlateCreationTool
# from copy import deepcopy
class MetaInstance(PlateCreationTool):
def __init__(self, func):
"""
Meta instance output tool.
"""
super(MetaInstance, self).__init__(func=func)
self.func = func
def _execute(self, source, interval):
for instance in source.window(interval, force_calculation=True):
yield StreamMetaInstance(instance, self.func(instance))
# At some point, do a version that looks for the meta data inside the instances too, like so:
# for timestamp, value in sources[0].window(interval, force_calculation=True):
# v = deepcopy(value)
# if self.key not in v:
# continue
# meta = (self.key, v.pop(self.key))
# yield StreamMetaInstance(StreamInstance(timestamp, v), meta)