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75
testy/pandasinsert.py
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75
testy/pandasinsert.py
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from uuid import UUID, uuid4
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from alpaca.trading.enums import OrderSide, OrderStatus, TradeEvent, OrderType
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from common.model import TradeUpdate, Order
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from rich import print
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import threading
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import asyncio
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from config import BT_DELAYS
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from utils.utils import AttributeDict, ltp, zoneNY, trunc
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from utils.tlog import tlog
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from datetime import datetime
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import pandas as pd
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import mplfinance as mpf
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trade1 = TradeUpdate(order =Order(id=uuid4(),
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submitted_at = datetime(2023, 3, 17, 9, 30, 0, 0, tzinfo=zoneNY),
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symbol = "BAC",
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qty = 1,
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status = OrderStatus.ACCEPTED,
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order_type = OrderType.LIMIT,
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side = OrderSide.BUY,
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limit_price=22.4),
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event = TradeEvent.FILL,
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execution_id = uuid4(),
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timestamp = datetime.now(),
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position_qty= 2,
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price=22.3,
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qty = 2,
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value = 44.6)
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trade2 = TradeUpdate(order =Order(id=uuid4(),
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submitted_at = datetime(2023, 3, 17, 9, 34, 0, 0, tzinfo=zoneNY),
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symbol = "BAC",
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qty = 1,
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status = OrderStatus.ACCEPTED,
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order_type = OrderType.LIMIT,
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side = OrderSide.SELL,
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limit_price=22.4),
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event = TradeEvent.FILL,
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execution_id = uuid4(),
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timestamp = datetime.now(),
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position_qty= 2,
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price=24.3,
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qty = 2,
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value = 48.6)
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trades= [trade1,trade2]
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#print(trades)
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trade_dict = AttributeDict(timestamp=[],symbol=[],qty=[],price=[],position_qty=[],value=[])
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for t in trades:
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trade_dict.timestamp.append(t.timestamp)
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trade_dict.symbol.append(t.order.symbol)
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trade_dict.qty.append(t.qty)
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trade_dict.price.append(t.price)
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trade_dict.position_qty.append(t.position_qty)
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trade_dict.value.append(t.value)
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print(trade_dict)
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trade_df = pd.DataFrame(trade_dict)
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trade_df = trade_df.set_index('timestamp')
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mpf.plot(trade_df, # the dataframe containing the OHLC (Open, High, Low and Close) data
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type='candle', # use candlesticks
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volume=True, # also show the volume
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mav=(3,6,9), # use three different moving averages
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figratio=(3,1), # set the ratio of the figure
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style='yahoo', # choose the yahoo style
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title='Bitcoin on Wednesday morning');
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print(trade_df)
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#pd.DataFrame()
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#self.trades.append(trade)
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