This library is a wrapper around the finance libraries in order to give out a data model different from raw pandas and be usable in production services
Project description
stock_utilities
This repo will manage utilities for stock data and stock option The idea is to fetch data from multiple sources and use them from a single point and have a library that is typesafe
The used provider are:
- YFinance
Example
import datetime
import praw
import stock_utilities
data = stock_utilities.stock_data.StockData(
"GME", stock_utilities.proxy.YFinanceProvider
)
print(data.get_last_price())
data = stock_utilities.stock_data.StockData(
"GME", stock_utilities.proxy.YFinanceProvider
)
history = data.get_stock_price_history(
interval=datetime.timedelta(days=1), period=datetime.timedelta(days=5)
)
assert len(history), 5
history_option = data.get_next_friday_option_chain()
print(history_option.calls[-1])
print(
history_option.calls[-1].delta(),
history_option.calls[-1].gamma(),
history_option.calls[-1].vega(),
)
combined_providers = stock_utilities.proxy.combine_providers(
[stock_utilities.proxy.YFinanceProvider, stock_utilities.proxy.RedditFetcher]
)
reddit = praw.Reddit(
client_id="XXX",
client_secret="XXX",
user_agent="XXX",
)
new_client = stock_utilities.stock_data.StockData(
"GME", combined_providers, reddit_client=reddit
)
print(new_client.get_reddit_threads(["wallstreetbets"]))
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