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This commit is contained in:
David Brazda
2023-04-30 20:39:46 +02:00
parent 60b8457b4f
commit 902eee1d67
14 changed files with 515 additions and 169 deletions
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35
testy/archive/alpacaGetHistoryBars.py
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@ -7,35 +7,38 @@ import time
from alpaca.data import Quote, Trade, Snapshot, Bar
from alpaca.data.models import BarSet, QuoteSet, TradeSet
from alpaca.data.timeframe import TimeFrame
import mplfinance as mpf
# import mplfinance as mpf
import pandas as pd
from v2realbot.utils.utils import zoneNY
from v2realbot.config import ACCOUNT1_PAPER_API_KEY, ACCOUNT1_PAPER_SECRET_KEY
parametry = {}
# no keys required
#client = CryptoHistoricalDataClient()
client = StockHistoricalDataClient(API_KEY, SECRET_KEY, raw_data=False)
client = StockHistoricalDataClient(ACCOUNT1_PAPER_API_KEY, ACCOUNT1_PAPER_SECRET_KEY, raw_data=False)
datetime_object_from = datetime.datetime(2023, 2, 27, 18, 51, 38, tzinfo=datetime.timezone.utc)
datetime_object_to = datetime.datetime(2023, 2, 27, 21, 51, 39, tzinfo=datetime.timezone.utc)
bar_request = StockBarsRequest(symbol_or_symbols="BAC",timeframe=TimeFrame.Hour, start=datetime_object_from, end=datetime_object_to, feed=DataFeed.SIP)
bar_request = StockBarsRequest(symbol_or_symbols="BAC",timeframe=TimeFrame.Minute, start=datetime_object_from, end=datetime_object_to, feed=DataFeed.SIP)
bars = client.get_stock_bars(bar_request).df
# bars = client.get_stock_bars(bar_request).df
bars = client.get_stock_bars(bar_request)
#bars = bars.drop(['symbol'])
#print(bars.df.close)
bars = bars.tz_convert('America/New_York')
print(bars)
print(bars.df.columns)
#bars = bars.tz_convert('America/New_York')
print(bars.data["BAC"])
#print(bars.df.columns)
#Index(['open', 'high', 'low', 'close', 'volume', 'trade_count', 'vwap'], dtype='object')
bars.df.set_index('timestamp', inplace=True)
# bars.df.set_index('timestamp', inplace=True)
mpf.plot(bars.df, # the dataframe containing the OHLC (Open, High, Low and Close) data
type='candle', # use candlesticks
volume=True, # also show the volume
mav=(3,6,9), # use three different moving averages
figratio=(3,1), # set the ratio of the figure
style='yahoo', # choose the yahoo style
title='Prvni chart');
# mpf.plot(bars.df, # the dataframe containing the OHLC (Open, High, Low and Close) data
# type='candle', # use candlesticks
# volume=True, # also show the volume
# mav=(3,6,9), # use three different moving averages
# figratio=(3,1), # set the ratio of the figure
# style='yahoo', # choose the yahoo style
# title='Prvni chart');
# #vrací se list od dict
# print(bars["BAC"])