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https://github.com/wassname/catalyst.git
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Changed zipline -> catalyst import paths
* Updated cython build scripts * Updated setup.py to to install catalyst package * Updated momentum example to use catalyst package * catalyst executable now supports loading pipelines from multiple bundles
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#
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# Copyright 2013 Quantopian, Inc.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""
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A source to be used in testing.
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"""
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import pytz
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from six.moves import filter
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from datetime import datetime, timedelta
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import itertools
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from six.moves import range
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from catalyst.protocol import (
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Event,
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DATASOURCE_TYPE
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)
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from catalyst.gens.utils import hash_args
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def create_trade(sid, price, amount, datetime, source_id="test_factory"):
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trade = Event()
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trade.source_id = source_id
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trade.type = DATASOURCE_TYPE.TRADE
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trade.sid = sid
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trade.dt = datetime
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trade.price = price
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trade.close_price = price
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trade.open_price = price
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trade.low = price * .95
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trade.high = price * 1.05
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trade.volume = amount
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return trade
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def date_gen(start,
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end,
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trading_calendar,
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delta=timedelta(minutes=1),
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repeats=None):
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"""
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Utility to generate a stream of dates.
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"""
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daily_delta = not (delta.total_seconds()
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% timedelta(days=1).total_seconds())
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cur = start
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if daily_delta:
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# if we are producing daily timestamps, we
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# use midnight
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cur = cur.replace(hour=0, minute=0, second=0,
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microsecond=0)
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def advance_current(cur):
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"""
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Advances the current dt skipping non market days and minutes.
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"""
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cur = cur + delta
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currently_executing = \
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(daily_delta and (cur in trading_calendar.all_sessions)) or \
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(trading_calendar.is_open_on_minute(cur))
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if currently_executing:
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return cur
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else:
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if daily_delta:
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return trading_calendar.minute_to_session_label(cur)
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else:
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return trading_calendar.open_and_close_for_session(
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trading_calendar.minute_to_session_label(cur)
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)[0]
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# yield count trade events, all on trading days, and
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# during trading hours.
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while cur < end:
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if repeats:
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for j in range(repeats):
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yield cur
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else:
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yield cur
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cur = advance_current(cur)
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class SpecificEquityTrades(object):
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"""
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Yields all events in event_list that match the given sid_filter.
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If no event_list is specified, generates an internal stream of events
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to filter. Returns all events if filter is None.
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Configuration options:
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count : integer representing number of trades
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sids : list of values representing simulated internal sids
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start : start date
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delta : timedelta between internal events
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filter : filter to remove the sids
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"""
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def __init__(self, env, trading_calendar, *args, **kwargs):
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# We shouldn't get any positional arguments.
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assert len(args) == 0
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self.env = env
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self.trading_calendar = trading_calendar
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# Default to None for event_list and filter.
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self.event_list = kwargs.get('event_list')
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self.filter = kwargs.get('filter')
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if self.event_list is not None:
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# If event_list is provided, extract parameters from there
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# This isn't really clean and ultimately I think this
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# class should serve a single purpose (either take an
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# event_list or autocreate events).
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self.count = kwargs.get('count', len(self.event_list))
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self.start = kwargs.get('start', self.event_list[0].dt)
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self.end = kwargs.get('end', self.event_list[-1].dt)
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self.delta = delta = kwargs.get('delta')
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if delta is None:
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self.delta = self.event_list[1].dt - self.event_list[0].dt
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self.concurrent = kwargs.get('concurrent', False)
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self.identifiers = kwargs.get(
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'sids',
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set(event.sid for event in self.event_list)
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)
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assets_by_identifier = {}
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for identifier in self.identifiers:
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assets_by_identifier[identifier] = env.asset_finder.\
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lookup_generic(identifier, datetime.now())[0]
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self.sids = [asset.sid for asset in assets_by_identifier.values()]
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for event in self.event_list:
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event.sid = assets_by_identifier[event.sid].sid
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else:
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# Unpack config dictionary with default values.
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self.count = kwargs.get('count', 500)
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self.start = kwargs.get(
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'start',
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datetime(2008, 6, 6, 15, tzinfo=pytz.utc))
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self.end = kwargs.get(
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'end',
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datetime(2008, 6, 6, 15, tzinfo=pytz.utc))
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self.delta = kwargs.get(
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'delta',
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timedelta(minutes=1))
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self.concurrent = kwargs.get('concurrent', False)
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self.identifiers = kwargs.get('sids', [1, 2])
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assets_by_identifier = {}
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for identifier in self.identifiers:
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assets_by_identifier[identifier] = env.asset_finder.\
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lookup_generic(identifier, datetime.now())[0]
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self.sids = [asset.sid for asset in assets_by_identifier.values()]
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# Hash_value for downstream sorting.
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self.arg_string = hash_args(*args, **kwargs)
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self.generator = self.create_fresh_generator()
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def __iter__(self):
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return self
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def next(self):
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return self.generator.next()
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def __next__(self):
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return next(self.generator)
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def rewind(self):
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self.generator = self.create_fresh_generator()
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def get_hash(self):
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return self.__class__.__name__ + "-" + self.arg_string
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def update_source_id(self, gen):
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for event in gen:
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event.source_id = self.get_hash()
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yield event
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def create_fresh_generator(self):
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if self.event_list:
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event_gen = (event for event in self.event_list)
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unfiltered = self.update_source_id(event_gen)
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# Set up iterators for each expected field.
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else:
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if self.concurrent:
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# in this context the count is the number of
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# trades per sid, not the total.
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date_generator = date_gen(
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start=self.start,
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end=self.end,
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delta=self.delta,
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repeats=len(self.sids),
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trading_calendar=self.trading_calendar,
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)
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else:
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date_generator = date_gen(
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start=self.start,
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end=self.end,
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delta=self.delta,
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trading_calendar=self.trading_calendar,
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)
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source_id = self.get_hash()
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unfiltered = (
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create_trade(
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sid=sid,
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price=float(i % 10) + 1.0,
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amount=(i * 50) % 900 + 100,
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datetime=date,
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source_id=source_id,
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) for (i, date), sid in itertools.product(
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enumerate(date_generator), self.sids
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)
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)
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# If we specified a sid filter, filter out elements that don't
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# match the filter.
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if self.filter:
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filtered = filter(
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lambda event: event.sid in self.filter, unfiltered)
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# Otherwise just use all events.
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else:
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filtered = unfiltered
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# Return the filtered event stream.
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return filtered
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