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#
# Target reference for eval 4:
# Fetch 48-hour forecast of mean sea level pressure initialized 2024-01-15 00Z.
# GFS_FX is a good default choice (global, operational, no auth).

from datetime import datetime, timedelta

from earth2studio.data import GFS_FX

# Initialize GFS forecast data source
ds = GFS_FX()

# Fetch msl forecast at 48h lead time
time = [datetime(2024, 1, 15, 0)]
lead_time = [timedelta(hours=48)]
variable = ["msl"]

data = ds(time, lead_time, variable)

# Inspect the result
print(data)
print(f"Shape: {data.shape}")
print(f"Coords: {list(data.coords)}")