API Reference ------------- Running a Backtest ~~~~~~~~~~~~~~~~~~ .. autofunction:: zipline.run_algorithm(...) Algorithm API ~~~~~~~~~~~~~ The following methods are available for use in the ``initialize``, ``handle_data``, and ``before_trading_start`` API functions. In all listed functions, the ``self`` argument is implicitly the currently-executing :class:`~zipline.algorithm.TradingAlgorithm` instance. Data Object ``````````` .. autoclass:: zipline.protocol.BarData :members: Scheduling Functions ```````````````````` .. autofunction:: zipline.api.schedule_function .. autoclass:: zipline.api.date_rules :members: :undoc-members: .. autoclass:: zipline.api.time_rules :members: Orders `````` .. autofunction:: zipline.api.order .. autofunction:: zipline.api.order_value .. autofunction:: zipline.api.order_percent .. autofunction:: zipline.api.order_target .. autofunction:: zipline.api.order_target_value .. autofunction:: zipline.api.order_target_percent .. autoclass:: zipline.finance.execution.ExecutionStyle :members: .. autoclass:: zipline.finance.execution.MarketOrder .. autoclass:: zipline.finance.execution.LimitOrder .. autoclass:: zipline.finance.execution.StopOrder .. autoclass:: zipline.finance.execution.StopLimitOrder .. autofunction:: zipline.api.get_order .. autofunction:: zipline.api.get_open_orders .. autofunction:: zipline.api.cancel_order Order Cancellation Policies ''''''''''''''''''''''''''' .. autofunction:: zipline.api.set_cancel_policy .. autoclass:: zipline.finance.cancel_policy.CancelPolicy :members: .. autofunction:: zipline.api.EODCancel .. autofunction:: zipline.api.NeverCancel Assets `````` .. autofunction:: zipline.api.symbol .. autofunction:: zipline.api.symbols .. autofunction:: zipline.api.future_symbol .. autofunction:: zipline.api.future_chain .. autofunction:: zipline.api.set_symbol_lookup_date .. autofunction:: zipline.api.sid Trading Controls ```````````````` Zipline provides trading controls to help ensure that the algorithm is performing as expected. The functions help protect the algorithm from certian bugs that could cause undesirable behavior when trading with real money. .. autofunction:: zipline.api.set_do_not_order_list .. autofunction:: zipline.api.set_long_only .. autofunction:: zipline.api.set_max_leverage .. autofunction:: zipline.api.set_max_order_count .. autofunction:: zipline.api.set_max_order_size .. autofunction:: zipline.api.set_max_position_size Simulation Parameters ````````````````````` .. autofunction:: zipline.api.set_benchmark Commission Models ''''''''''''''''' .. autofunction:: zipline.api.set_commission .. autoclass:: zipline.finance.commission.CommissionModel :members: .. autoclass:: zipline.finance.commission.PerShare .. autoclass:: zipline.finance.commission.PerTrade .. autoclass:: zipline.finance.commission.PerDollar Slippage Models ''''''''''''''' .. autofunction:: zipline.api.set_slippage .. autoclass:: zipline.finance.slippage.SlippageModel :members: .. autoclass:: zipline.finance.slippage.FixedSlippage .. autoclass:: zipline.finance.slippage.VolumeShareSlippage Pipeline ```````` For more information, see :ref:`pipeline-api` .. autofunction:: zipline.api.attach_pipeline .. autofunction:: zipline.api.pipeline_output Miscellaneous ````````````` .. autofunction:: zipline.api.record .. autofunction:: zipline.api.get_environment .. autofunction:: zipline.api.fetch_csv .. _pipeline-api: Pipeline API ~~~~~~~~~~~~ .. autoclass:: zipline.pipeline.Pipeline :members: :member-order: groupwise .. autoclass:: zipline.pipeline.CustomFactor :members: :member-order: groupwise .. autoclass:: zipline.pipeline.factors.Factor :members: top, bottom, rank, percentile_between, isnan, notnan, isfinite, eq, __add__, __sub__, __mul__, __div__, __mod__, __pow__, __lt__, __le__, __ne__, __ge__, __gt__ :exclude-members: dtype :member-order: bysource .. autoclass:: zipline.pipeline.factors.Latest :members: .. autoclass:: zipline.pipeline.factors.MaxDrawdown :members: .. autoclass:: zipline.pipeline.factors.Returns :members: .. autoclass:: zipline.pipeline.factors.RSI :members: .. autoclass:: zipline.pipeline.factors.BusinessDaysUntilNextEarnings :members: .. autoclass:: zipline.pipeline.factors.BusinessDaysSincePreviousEarnings :members: .. autoclass:: zipline.pipeline.factors.SimpleMovingAverage :members: .. autoclass:: zipline.pipeline.factors.VWAP :members: .. autoclass:: zipline.pipeline.factors.WeightedAverageValue :members: .. autoclass:: zipline.pipeline.factors.ExponentialWeightedMovingAverage :members: .. autoclass:: zipline.pipeline.factors.ExponentialWeightedMovingStdDev :members: .. autoclass:: zipline.pipeline.factors.AverageDollarVolume :members: .. autoclass:: zipline.pipeline.factors.BollingerBands :members: .. autoclass:: zipline.pipeline.factors.RollingPearsonOfReturns :members: .. autoclass:: zipline.pipeline.factors.RollingSpearmanOfReturns :members: .. autoclass:: zipline.pipeline.factors.RollingLinearRegressionOfReturns :members: .. autoclass:: zipline.pipeline.filters.Filter :members: __and__, __or__ :exclude-members: dtype .. autoclass:: zipline.pipeline.data.EarningsCalendar :members: next_announcement, previous_announcement :undoc-members: .. autoclass:: zipline.pipeline.data.USEquityPricing :members: open, high, low, close, volume :undoc-members: Asset Metadata ~~~~~~~~~~~~~~ .. autoclass:: zipline.assets.Asset :members: .. autoclass:: zipline.assets.Equity :members: .. autoclass:: zipline.assets.Future :members: .. autoclass:: zipline.assets.AssetConvertible :members: Trading Calendar API ~~~~~~~~~~~~~~~~~~~~ .. autofunction:: zipline.utils.calendars.get_calendar .. autoclass:: zipline.utils.calendars.TradingCalendar :members: .. autofunction:: zipline.utils.calendars.register_calendar .. autofunction:: zipline.utils.calendars.register_calendar_type .. autofunction:: zipline.utils.calendars.deregister_calendar .. autofunction:: zipline.utils.calendars.clear_calendars Data API ~~~~~~~~ Writers ``````` .. autoclass:: zipline.data.minute_bars.BcolzMinuteBarWriter :members: .. autoclass:: zipline.data.us_equity_pricing.BcolzDailyBarWriter :members: .. autoclass:: zipline.data.us_equity_pricing.SQLiteAdjustmentWriter :members: .. autoclass:: zipline.assets.AssetDBWriter :members: Readers ``````` .. autoclass:: zipline.data.minute_bars.BcolzMinuteBarReader :members: .. autoclass:: zipline.data.us_equity_pricing.BcolzDailyBarReader :members: .. autoclass:: zipline.data.us_equity_pricing.SQLiteAdjustmentReader :members: .. autoclass:: zipline.assets.AssetFinder :members: .. autoclass:: zipline.assets.AssetFinderCachedEquities :members: .. autoclass:: zipline.data.data_portal.DataPortal :members: Bundles ``````` .. autofunction:: zipline.data.bundles.register .. autofunction:: zipline.data.bundles.ingest(name, environ=os.environ, date=None, show_progress=True) .. autofunction:: zipline.data.bundles.load(name, environ=os.environ, date=None) .. autofunction:: zipline.data.bundles.unregister .. data:: zipline.data.bundles.bundles The bundles that have been registered as a mapping from bundle name to bundle data. This mapping is immutable and should only be updated through :func:`~zipline.data.bundles.register` or :func:`~zipline.data.bundles.unregister`. .. autofunction:: zipline.data.bundles.yahoo_equities Utilities ~~~~~~~~~ Caching ``````` .. autoclass:: zipline.utils.cache.CachedObject .. autoclass:: zipline.utils.cache.ExpiringCache .. autoclass:: zipline.utils.cache.dataframe_cache .. autoclass:: zipline.utils.cache.working_file .. autoclass:: zipline.utils.cache.working_dir Command Line ```````````` .. autofunction:: zipline.utils.cli.maybe_show_progress