[Add]support hour bar generation
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@ -10,7 +10,7 @@ import numpy as np
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import talib
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from .object import BarData, TickData
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from .constant import Exchange
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from .constant import Exchange, Interval
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def extract_vt_symbol(vt_symbol: str):
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@ -113,21 +113,33 @@ class BarGenerator:
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"""
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For:
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1. generating 1 minute bar data from tick data
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2. generateing x minute bar data from 1 minute data
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2. generateing x minute bar/x hour bar data from 1 minute data
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Notice:
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1. for x minute bar, x must be able to divide 60: 2, 3, 5, 6, 10, 15, 20, 30
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2. for x hour bar, x can be any number
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"""
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def __init__(
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self, on_bar: Callable, xmin: int = 0, on_xmin_bar: Callable = None
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self,
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on_bar: Callable,
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window: int = 0,
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on_window_bar: Callable = None,
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interval: Interval = Interval.MINUTE
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):
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"""Constructor"""
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self.bar = None
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self.on_bar = on_bar
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self.xmin = xmin
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self.xmin_bar = None
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self.on_xmin_bar = on_xmin_bar
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self.interval = interval
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self.interval_count = 0
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self.window = window
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self.window_bar = None
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self.on_window_bar = on_window_bar
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self.last_tick = None
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self.last_bar = None
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def update_tick(self, tick: TickData):
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"""
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@ -172,32 +184,60 @@ class BarGenerator:
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"""
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Update 1 minute bar into generator
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"""
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if not self.xmin_bar:
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self.xmin_bar = BarData(
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# If not inited, creaate window bar object
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if not self.window_bar:
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# Generate timestamp for bar data
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if self.interval == Interval.MINUTE:
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dt = bar.datetime.replace(second=0, microsecond=0)
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else:
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dt = bar.datetime.replace(minute=0, second=0, microsecond=0)
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self.window_bar = BarData(
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symbol=bar.symbol,
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exchange=bar.exchange,
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datetime=bar.datetime,
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datetime=dt,
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gateway_name=bar.gateway_name,
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open_price=bar.open_price,
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high_price=bar.high_price,
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low_price=bar.low_price
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)
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# Otherwise, update high/low price into window bar
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else:
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self.xmin_bar.high_price = max(
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self.xmin_bar.high_price, bar.high_price)
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self.xmin_bar.low_price = min(
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self.xmin_bar.low_price, bar.low_price)
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self.window_bar.high_price = max(
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self.window_bar.high_price, bar.high_price)
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self.window_bar.low_price = min(
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self.window_bar.low_price, bar.low_price)
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self.xmin_bar.close_price = bar.close_price
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self.xmin_bar.volume += int(bar.volume)
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# Update close price/volume into window bar
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self.window_bar.close_price = bar.close_price
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self.window_bar.volume += int(bar.volume)
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if not (bar.datetime.minute + 1) % self.xmin:
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self.xmin_bar.datetime = self.xmin_bar.datetime.replace(
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second=0, microsecond=0
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)
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self.on_xmin_bar(self.xmin_bar)
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# Check if window bar completed
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finished = False
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self.xmin_bar = None
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if self.interval == Interval.MINUTE:
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# x-minute bar
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if not (bar.datetime.minute + 1) % self.window:
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finished = True
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elif self.interval == Interval.HOUR:
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if self.last_bar and bar.datetime.hour != self.last_bar.datetime.hour:
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# 1-hour bar
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if self.window == 1:
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finished = True
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# x-hour bar
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else:
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self.interval_count += 1
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if not self.interval_count % self.window:
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finished = True
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self.interval_count = 0
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if finished:
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self.on_window_bar(self.window_bar)
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self.window_bar = None
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# Cache last bar object
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self.last_bar = bar
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def generate(self):
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"""
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