pandas-market-calendars

import pandas_market_calendars as mcal import pandas as pd # List all available calendars print("Available calendars:", mcal.get_calendar_names()[:5], "...") # Create a NYSE calendar instance nyse = mcal.get_calendar('NYSE') # Get the market schedule for a date range start_date = '2023-12-20' end_date = '2024-01-10' schedule = nyse.schedule(start_date=start_date, end_date=end_date) print(f"\nNYSE Schedule from {start_date} to {end_date}:") print(schedule.head()) # Get a DatetimeIndex of valid trading times (e.g., daily frequency) trading_days = mcal.date_range(schedule, frequency='1D') print(f"\nFirst 5 trading days in the schedule (1D frequency):") print(trading_days.head()) # Get specific market times for a date example_date = pd.Timestamp('2023-12-22', tz='America/New_York') market_open_time = nyse.market_open_time(example_date) market_close_time = nyse.market_close_time(example_date) print(f"\nMarket open on {example_date.date()}: {market_open_time.time()}") print(f"Market close on {example_date.date()}: {market_close_time.time()}")