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Development
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-----------
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:Release: 1.1.0
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:Date:
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This release is meant to provide zipline support for pandas 0.18, as well as several bug fixes, API changes, and many
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performance changes.
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Enhancements
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~~~~~~~~~~~~
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- Makes the minute bar read catch NoDataOnDate exceptions if dates are not in the calendar.
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Before, the minute bar reader was forward filling, but now it returns nan for OHLC and 0 for V. (:issue:`1488`)
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- Adds ``truncate`` method to :class:`~zipline.path.to.BcolzMinuteBarWriter` (:issue:`1499`)
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- Bumps up to pandas 0.18.1 and numpy 1.11.1 (:issue:`1339`)
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- Adds an earnings estimates quarter loader for Pipeline (:issue:`1396`)
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- Creates a restricted list manager that takes in information about restricted sids
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and stores in memory upon instantiation (:issue:`1487`)
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- Adds ``last_available{session, minute}`` args to ``DataPortal`` (:issue:`1528`)
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- Adds ``SpecificAssets`` filter (:issue:`1530`)
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- Adds the ability for an algorithm to request the current contract for a future chain (:issue:`1529`)
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- Adds ``chain`` field to current and supporting methods
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in :class:`DataPortal` and :class:`OrderedContracts` (:issue:`1538`)
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- Adds history for continuous futures (:issue:`1539`)
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- Adds adjusted history for continuous future (:issue:`1548`)
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- Adds roll style which takes the volume of a future contract into account,
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specifically for continuous futures (:issue:`1556`)
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- Adds better error message when calling Zipline API functions outside of a running simulation (:issue:`1593`)
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- Adds
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:meth:`~zipline.pipeline.factors.technical.MACDSignal`,
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:meth:`~zipline.pipeline.factors.technical.MovingAverageConvergenceDivergenceSignal`, and
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:meth:`~zipline.pipeline.factors.technical.AnnualizedVolatility` as built-in factors.
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(:issue:`1588`)
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- Allows running pipelines with custom date chunks in ``attach_pipeline`` (:issue:`1617`)
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- Adds ``order_batch`` to the trade blotter (:issue:`1596`)
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- Adds vectorized lookup_symbol (:issue:`1627`)
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- Solidifies equality comparisons for SlippageModel classes (:issue:`1657`)
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- Adds a factor for winsorized results (:issue:`1696`)
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Bug Fixes
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~~~~~~~~~
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- Changes str to string_types to avoid errors when type checking unicode and not str type. (:issue:`1315`)
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- Algorithms default to quantopian-quandl bundle when no data source is specified (:issue:`1479`) (:issue:`1374`)
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- Catches all missing data exceptions when computing dividend ratios (:issue:`1507`)
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- Creates adjustments based on ordered assets instead of a set. Before, adjustments were created for estimates
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based on where assets happened to fall in a set rather than using ordered assets (:issue:`1547`)
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- Fixes blaze pipeline queries for when users query for the ``asof_date`` column (:issue:`1608`)
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- Datetimes should be converted in utc. DataFrames being returned were creating US/Eastern timestamps out of the ints,
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potentially changing the date returned to be the date before (:issue:`1635`)
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- Fixes default inputs for :class:`~zipline.pipeline.factors.technical.IchimokuKinkoHyo` factor (:issue:`1638`)
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Performance
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~~~~~~~~~~~
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- Removes invocations of ``get_calendar('NYSE')`` which cuts down zipline import time
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and makes the CLI more responsive and use less memory. (:issue:`1471`)
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- Refcounts and releases pipeline terms when they are no longer needed (:issue:`1484`)
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- Saves up to 75% of calls to minute_to_session_label (:issue:`1492`)
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- Speeds up counting of number of minutes across contiguous session (:issue:`1497`)
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- Removes/defers calls to get_loc on large indices (:issue:`1504`) (:issue:`1503`)
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- Replaces ``get_loc`` calls in ``calc_dividend_ratios`` with ``get_indexer`` (:issue:`1510`)
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- Speeds up minute to session sampling (:issue:`1549`)
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- Adds some micro optimizations in ``data.current`` (:issue:`1561`)
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- Adds optimization for initial workspace for pipelines (:issue:`1521`)
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- More memory savings (:issue:`1599`)
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Maintenance and Refactorings
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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- Updates leveraged ETF list (:issue:`747`) (:issue:`1434`)
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- Adds additional fields to ``__getitem__`` for Order class (:issue:`1483`)
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- Adds ``BarReader`` base class for minute and session readers (:issue:`1486`)
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- Removes ``future_chain`` API method, to be replaced by ``data.current_chain`` (:issue:`1502`)
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- Puts zipline back on blaze master (:issue:`1505`)
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- Adds Tini and sets version range for numpy, pandas, and scipy in Dockerfile (:issue:`1514`)
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- Deprecates ``set_do_not_order_list`` (:issue:`1487`)
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- Uses ``Timedelta`` instead of ``DateOffset`` (:issue:`1487`)
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- Update and pin more dev requirements (:issue:`1642`)
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Build
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~~~~~
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- Adds binary dependency on numpy for empyrical
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- Removes old numpy/pandas versions from Travis (:issue:`1339`)
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- Updates appveyor.yml for new numpy and pandas (:issue:`1339`)
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- Downgrades to scipy 0.17 (:issue:`1339`)
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- Bumps empyrical to 0.2.2
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Documentation
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~~~~~~~~~~~~~
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- Updated example notebook for latest zipline cell magic
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- Adds ANACONDA_TOKEN directions (:issue:`1589`)
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Miscellaneous
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~~~~~~~~~~~~~
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- Changed the short-opt for ``--before`` in the ``zipline clean``
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entrypoint. The new argument is ``-e``. The old argument, ``-b``, conflicted
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with the ``--bundle`` short-opt (:issue:`1625`).
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