Exemple #1
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def run_strategy(strategy_name):
    """
    Run an example module from zipline.examples.
    """
    mod = None

    if strategy_name == "buy_and_hold":
        mod = BuyAndHold()
    elif strategy_name == "auto_correlation":
        mod = AutoCorrelation()

    register_calendar("YAHOO", get_calendar("NYSE"), force=True)

    print('mod', type(mod), mod.__class__.__name__)
    print('mod._test_args()', mod._test_args())

    return run_algorithm(
        initialize=getattr(mod, 'initialize', None),
        handle_data=getattr(mod, 'handle_data', None),
        before_trading_start=getattr(mod, 'before_trading_start', None),
        analyze=getattr(mod, 'analyze', None),
        bundle='quantopian-quandl',  # change from quandl -> quantopian-quandl
        environ=environ,
        # Provide a default capital base, but allow the test to override.
        **merge({'capital_base': 1e7}, mod._test_args()))
Exemple #2
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def main():
    register_calendar('BITMEX', AlwaysOpenCalendar())
    # The following is necessary because zipline's developer hard-coded NYSE
    # everywhere in run_algo._run, *DOH*!!!
    deregister_calendar('NYSE')
    register_calendar_alias('NYSE', 'BITMEX', force=False)
    register(
        'bitmex',
        create_bundle(
            [
                Pairs.symbol_btc,
                #Pairs.symbol_ada,
                #Pairs.symbol_bch,
                #Pairs.symbol_eos,
                #Pairs.symbol_eth,
                #Pairs.symbol_ltc,
                #Pairs.symbol_trx,
                #Pairs.symbol_xrp,
            ],
            pd.Timestamp('2017-11-05 00:00:00', tz='utc'),
            pd.Timestamp('2018-12-18 23:59:59', tz='utc'),
        ),
        calendar_name='BITMEX',
        minutes_per_day=24*60
    )
Exemple #3
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    def make_equity_info(cls):
        register_calendar("TEST", get_calendar("NYSE"), force=True)

        return make_simple_equity_info(
            cls.ASSET_FINDER_EQUITY_SIDS,
            cls.ASSET_FINDER_EQUITY_START_DATE,
            cls.ASSET_FINDER_EQUITY_END_DATE,
            cls.ASSET_FINDER_EQUITY_SYMBOLS,
        )
Exemple #4
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    def make_equity_info(cls):
        register_calendar("TEST", get_calendar("NYSE"), force=True)

        return make_simple_equity_info(
            cls.ASSET_FINDER_EQUITY_SIDS,
            cls.ASSET_FINDER_EQUITY_START_DATE,
            cls.ASSET_FINDER_EQUITY_END_DATE,
            cls.ASSET_FINDER_EQUITY_SYMBOLS,
        )
    def test_force_registration(self):
        register_calendar("DMY", self.dummy_cal_type())
        first_dummy = get_calendar("DMY")

        # force-register a new instance
        register_calendar("DMY", self.dummy_cal_type(), force=True)

        second_dummy = get_calendar("DMY")

        self.assertNotEqual(first_dummy, second_dummy)
Exemple #6
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    def test_force_registration(self):
        register_calendar("DMY", self.dummy_cal_type())
        first_dummy = get_calendar("DMY")

        # force-register a new instance
        register_calendar("DMY", self.dummy_cal_type(), force=True)

        second_dummy = get_calendar("DMY")

        self.assertNotEqual(first_dummy, second_dummy)
Exemple #7
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    def test_force_registration(self):
        dummy_nyse = self.dummy_cal_type('NYSE')

        # Get the actual NYSE calendar
        real_nyse = get_calendar('NYSE')

        # Force a registration of the dummy NYSE
        register_calendar(dummy_nyse, force=True)

        # Ensure that the dummy overwrote the real calendar
        retr_cal = get_calendar('NYSE')
        self.assertNotEqual(real_nyse, retr_cal)
Exemple #8
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def run_strategy(strategy_name):
    mod = None
    if strategy_name == "buy_and_hold":
        mod = BuyAndHold()
    register_calendar("YAHOO", get_calendar("NYSE"), force=True)
    return run_algorithm(
        initialize=getattr(mod, 'initialize', None),
        handle_data=getattr(mod, 'handle_data', None),
        before_trading_start=getattr(mod, 'before_trading_start', None),
        analyze=getattr(mod, 'analyze', None),
        bundle='quandl',
        environ=environ,
        # Definimos un capital inicial que puede ser sobreescrito por el test
        **merge({'capital_base': 1e7}, mod._test_args()))
Exemple #9
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    def test_both_places_are_checked(self):
        dummy_cal = self.dummy_cal_type()

        # if instance is registered, can't register type with same name
        register_calendar('DMY', dummy_cal)
        with self.assertRaises(CalendarNameCollision):
            register_calendar_type('DMY', type(dummy_cal))

        deregister_calendar('DMY')

        # if type is registered, can't register instance with same name
        register_calendar_type('DMY', type(dummy_cal))

        with self.assertRaises(CalendarNameCollision):
            register_calendar('DMY', dummy_cal)
Exemple #10
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    def test_both_places_are_checked(self):
        dummy_cal = self.dummy_cal_type()

        # if instance is registered, can't register type with same name
        register_calendar('DMY', dummy_cal)
        with self.assertRaises(CalendarNameCollision):
            register_calendar_type('DMY', type(dummy_cal))

        deregister_calendar('DMY')

        # if type is registered, can't register instance with same name
        register_calendar_type('DMY', type(dummy_cal))

        with self.assertRaises(CalendarNameCollision):
            register_calendar('DMY', dummy_cal)
Exemple #11
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def main():
    register_calendar('CN_FUTURES', CN_FUTURE_CALENDAR(), force=True)

    deregister_calendar('NYSE')

    register_calendar_alias('NYSE', 'CN_FUTURES', force=True)

    register(
        'CN_FUTURES',
        create_bundle(
            ['IC', 'IH', 'IF', 'RB'],
            pd.Timestamp('2017-09-20 01:31:00', tz='utc'),
            pd.Timestamp('2018-10-31 01:31:00', tz='utc'),
        ),
        calendar_name='CN_FUTURES',
        minutes_per_day=4 * 60 + 90
    )
Exemple #12
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    def test_register_calendar(self):
        # Build a fake calendar
        dummy_cal = self.dummy_cal_type()

        # Try to register and retrieve the calendar
        register_calendar('DMY', dummy_cal)
        retr_cal = get_calendar('DMY')
        self.assertEqual(dummy_cal, retr_cal)

        # Try to register again, expecting a name collision
        with self.assertRaises(CalendarNameCollision):
            register_calendar('DMY', dummy_cal)

        # Deregister the calendar and ensure that it is removed
        deregister_calendar('DMY')
        with self.assertRaises(InvalidCalendarName):
            get_calendar('DMY')
Exemple #13
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def run_strategy(strategy_name):
    mod = None

    if strategy_name == "buy_and_hold":
        mod = BuyAndHold()

    register_calendar("YAHOO", get_calendar("NYSE"), force=True)

    return run_algorithm(
        initialize=getattr(mod, 'initialize', None),
        handle_data=getattr(mod, 'handle_data', None),
        before_trading_start=getattr(mod, 'before_trading_start', None),
        analyze=getattr(mod, 'analyze', None),
        bundle='quandl',
        environ=environ,
        # Provide a default capital base, but allow the test to override.
        **merge({'capital_base': 1e7}, mod._test_args()))
Exemple #14
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    def init_class_fixtures(cls):
        super(WithTradingCalendars, cls).init_class_fixtures()

        cls.trading_calendars = {}

        for cal_str in cls.TRADING_CALENDAR_STRS:
            # Set name to allow aliasing.
            calendar = get_calendar(cal_str)
            setattr(cls, '{0}_calendar'.format(cal_str.lower()), calendar)
            cls.trading_calendars[cal_str] = calendar
        for asset_type, cal_str in iteritems(
                cls.TRADING_CALENDAR_FOR_ASSET_TYPE):
            calendar = get_calendar(cal_str)
            cls.trading_calendars[asset_type] = calendar
        for exchange, cal_str in iteritems(cls.TRADING_CALENDAR_FOR_EXCHANGE):
            register_calendar(exchange, get_calendar(cal_str))
            cls.trading_calendars[exchange] = get_calendar(cal_str)
Exemple #15
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def run_example(example_name, environ):
    """
    Run an example module from zipline.examples.
    """
    mod = EXAMPLE_MODULES[example_name]

    register_calendar("YAHOO", get_calendar("NYSE"), force=True)

    return run_algorithm(
        initialize=getattr(mod, 'initialize', None),
        handle_data=getattr(mod, 'handle_data', None),
        before_trading_start=getattr(mod, 'before_trading_start', None),
        analyze=getattr(mod, 'analyze', None),
        bundle='test',
        environ=environ,
        # Provide a default capital base, but allow the test to override.
        **merge({'capital_base': 1e7}, mod._test_args()))
Exemple #16
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    def test_register_calendar(self):
        # Build a fake calendar
        dummy_cal = self.dummy_cal_type()

        # Try to register and retrieve the calendar
        register_calendar('DMY', dummy_cal)
        retr_cal = get_calendar('DMY')
        self.assertEqual(dummy_cal, retr_cal)

        # Try to register again, expecting a name collision
        with self.assertRaises(CalendarNameCollision):
            register_calendar('DMY', dummy_cal)

        # Deregister the calendar and ensure that it is removed
        deregister_calendar('DMY')
        with self.assertRaises(InvalidCalendarName):
            get_calendar('DMY')
Exemple #17
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def run_example(example_name, environ):
    """
    Run an example module from zipline.examples.
    """
    mod = EXAMPLE_MODULES[example_name]

    register_calendar("YAHOO", get_calendar("NYSE"), force=True)

    return run_algorithm(
        initialize=getattr(mod, 'initialize', None),
        handle_data=getattr(mod, 'handle_data', None),
        before_trading_start=getattr(mod, 'before_trading_start', None),
        analyze=getattr(mod, 'analyze', None),
        bundle='test',
        environ=environ,
        # Provide a default capital base, but allow the test to override.
        **merge({'capital_base': 1e7}, mod._test_args())
    )
Exemple #18
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    def init_class_fixtures(cls):
        super(WithTradingCalendars, cls).init_class_fixtures()

        cls.trading_calendars = {}

        for cal_str in cls.TRADING_CALENDAR_STRS:
            # Set name to allow aliasing.
            calendar = get_calendar(cal_str)
            setattr(cls,
                    '{0}_calendar'.format(cal_str.lower()), calendar)
            cls.trading_calendars[cal_str] = calendar
        for asset_type, cal_str in iteritems(
                cls.TRADING_CALENDAR_FOR_ASSET_TYPE):
            calendar = get_calendar(cal_str)
            cls.trading_calendars[asset_type] = calendar
        for exchange, cal_str in iteritems(cls.TRADING_CALENDAR_FOR_EXCHANGE):
            register_calendar(exchange, get_calendar(cal_str))
            cls.trading_calendars[exchange] = get_calendar(cal_str)
Exemple #19
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def run_strategy(strategy_name):
    """ Run strategies here """

    # instantiate a strategy as a mod, change my strategy here:
    mod = None

    if strategy_name == "buy_and_hold":
        mod = BuyAndHold()

    # Here I set the trading calendar for a given exchange
    register_calendar("YAHOO", get_calendar("NYSE"), force=True)

    return run_algorithm(
        initialize=getattr(mod, 'initialize', None),
        handle_data=getattr(mod, 'handle_data', None),
        before_trading_start=getattr(mod, 'before_trading_start', None),
        analyze=getattr(mod, 'analyze', None),
        bundle='quantopian-quandl',
        environ=environ,
        # allows the default capital base to be overidden by the strategy class
        **merge({'capital_base': 1e7}, mod._test_args()))
def run_strategy(strategy_name):
    """
    Run an example module from zipline.examples.
    """
    mod = None

    if strategy_name == 'scalping':
        mod = ScalpBollingerBands()

    register_calendar("YAHOO", get_calendar("NYSE"), force=True)
 
    return run_algorithm(
        initialize=getattr(mod, 'initialize', None),
        handle_data=getattr(mod, 'handle_data', None),
        before_trading_start=getattr(mod, 'before_trading_start', None),
        analyze=getattr(mod, 'analyze', None),
        bundle='quandl',
        environ=environ,
        # Provide a default capital base, but allow the test to override.
        **merge({'capital_base': 1e7}, mod._test_args())
    )
Exemple #21
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            def should_clean(name):
                dt = from_bundle_ingest_dirname(name)
                return ((before is not None and dt < before)
                        or (after is not None and dt > after))

        elif keep_last >= 0:
            last_n_dts = set(take(keep_last, reversed(all_runs)))

            def should_clean(name):
                return name not in last_n_dts
        else:
            raise BadClean(before, after, keep_last)

        cleaned = set()
        for run in all_runs:
            if should_clean(run):
                path = pth.data_path([name, run], environ=environ)
                shutil.rmtree(path)
                cleaned.add(path)

        return cleaned

    return BundleCore(bundles, register, unregister, ingest, load, clean)


bundles, register, unregister, ingest, load, clean = _make_bundle_core()

register_calendar("YAHOO", get_calendar("NYSE"))
register_calendar("QUANDL", get_calendar("NYSE"))
        minute_bar_writer: BcolzMinuteBarWriter,
        daily_bar_writer: BcolzDailyBarWriter,
        adjustment_writer: SQLiteAdjustmentWriter,
        calendar: TradingCalendar,
        start_session: pd.Timestamp,
        end_session: pd.Timestamp,
        cache: dataframe_cache,
        show_progress: bool,
        output_dir: Text,
    ) -> NoReturn:
        sid_map = list(zip(range(len(symbols)), symbols))
        asset_db_writer.write(
            futures=_get_metadata(sid_map),
            exchanges=pd.DataFrame(data=[['bitmex', 'UTC']],
                                   columns=['exchange', 'timezone']),
        )
        minute_bar_writer.write(
            _get_minute_bars(sid_map, start_session, end_session, cache),
            show_progress=show_progress,
        )
        daily_bar_writer.write(
            _get_daily_bars(sid_map, start_session, end_session, cache),
            show_progress=show_progress,
        )
        # adjustment_writer.write()

    return ingest


register_calendar('bitmex', BitmexCalendar())
Exemple #23
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def analyze(context=None, results=None):
    import matplotlib.pyplot as plt
    # Plot the portfolio and asset data.
    ax1 = plt.subplot(211)
    results.portfolio_value.plot(ax=ax1)
    ax1.set_ylabel('Portfolio value (USD)')
    ax2 = plt.subplot(212, sharex=ax1)
    results.AAPL.plot(ax=ax2)
    ax2.set_ylabel('HSDZ price (USD)')

    # Show the plot.
    plt.gcf().set_size_inches(18, 8)
    plt.show()


equities1 = {}
register(
    'sniper',  # name this whatever you like
    viadb(equities1))

register_calendar("HSDZ", get_calendar("SHSZ"), force=True)

run_algorithm(initialize=initialize,
              handle_data=handle_data,
              analyze=analyze,
              bundle='sniper',
              environ=os.environ,
              **merge({'capital_base': 1e7}, {
                  'start': pd.Timestamp('2014-01-01', tz='utc'),
                  'end': pd.Timestamp('2014-11-01', tz='utc'),
              }))
            def should_clean(name):
                dt = from_bundle_ingest_dirname(name)
                return (
                    (before is not None and dt < before) or
                    (after is not None and dt > after)
                )

        elif keep_last >= 0:
            last_n_dts = set(take(keep_last, reversed(all_runs)))

            def should_clean(name):
                return name not in last_n_dts
        else:
            raise BadClean(before, after, keep_last)

        cleaned = set()
        for run in all_runs:
            if should_clean(run):
                path = pth.data_path([name, run], environ=environ)
                shutil.rmtree(path)
                cleaned.add(path)

        return cleaned

    return BundleCore(bundles, register, unregister, ingest, load, clean)

bundles, register, unregister, ingest, load, clean = _make_bundle_core()

register_calendar("YAHOO", get_calendar("NYSE"))
register_calendar("QUANDL", get_calendar("NYSE"))
from zipline.utils.calendars import get_calendar, register_calendar
from .shsz_calendar import SHSZCalendar

register_calendar("SHSZ", SHSZCalendar(), force=True)

shsz_calendar = get_calendar("SHSZ")
            astype(np.int64)

        self.market_closes_nanos = self.schedule.market_close.values. \
            astype(np.int64)

        self._trading_minutes_nanos = self.all_minutes.values. \
            astype(np.int64)

        self.first_trading_session = _all_days[0]
        self.last_trading_session = _all_days[-1]

    @property
    def name(self):
        return _CALENDAR_NAME

    @property
    def tz(self):
        return timezone("UTC")

    @property
    def open_time(self):
        return time(9, 31)

    @property
    def close_time(self):
        return time(15, 00)


ASTOCK_TRADING_CALENDAR = RqalphaAStockTradingCalendar()
register_calendar(_CALENDAR_NAME, ASTOCK_TRADING_CALENDAR)
Exemple #27
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    @property
    def close_time(self):
        return time(23, 59)

    @lazyval
    def day(self):
        # http://pandas.pydata.org/pandas-docs/stable/timeseries.html#custom-business-days-experimental
        return CustomBusinessDay(
            holidays=[],
            calendar=None,
            weekmask='Sun Mon Tue Wed Thu Fri Sat'
        )

#aoe =AlwaysOpenExchange()
#print('is open',aoe.is_open_on_minute(pd.Timestamp('2013-01-07 15:03:00+0000', tz='UTC')))
register_calendar("AlwaysOpen",AlwaysOpenExchange())

# order validity enum
# similar to ORDER_STATUS: https://github.com/quantopian/zipline/blob/3350227f44dcf36b6fe3c509dcc35fe512965183/zipline/finance/order.py#L24
from zipline.utils.enum import enum
ORDER_VALIDITY = enum(
  'GTC',
  'GTD',
  'DAY'
)

# my own blotter/order class to allow for order validity
from zipline.finance.order import Order
class MyOrder(Order):
  def __init__(self, validity, *args, **kwargs):
    super(MyOrder,self).__init__(*args, **kwargs)
from zipline.utils.calendars import get_calendar, register_calendar
from .exchange_calendar_shsz import SHSZExchangeCalendar
register_calendar("SHSZ", SHSZExchangeCalendar(), force=True)

#singleton in python
shsz_calendar = get_calendar("SHSZ")
Exemple #29
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    @property
    def tz(self):
        return timezone('UTC')

    @property
    def open_time(self):
        return time(0, 0)

    @property
    def close_time(self):
        return time(23, 59)

    @lazyval
    def day(self):
        return CustomBusinessDay(weekmask='Mon Tue Wed Thu Fri Sat Sun')


register_calendar('POLONIEX', PoloniexCalendar())
# The following is necessary because zipline's developer hard-coded NYSE
# everywhere in run_algo._run, *DOH*!!!
deregister_calendar('NYSE')
register_calendar_alias('NYSE', 'POLONIEX', force=False)
register('.test_poloniex',
         create_bundle(
             [Pairs.usdt_eth],
             pd.Timestamp('2016-01-01', tz='utc'),
             pd.Timestamp('2016-01-31', tz='utc'),
         ),
         calendar_name='POLONIEX',
         minutes_per_day=24 * 60)