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# SPDX-License-Identifier: Apache-2.0
#
# Licensed under the Apache License, Version 2.0 (the "License");
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#
# http://www.apache.org/licenses/LICENSE-2.0
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#
# Target reference for eval 1:
# Fetch global 2m temperature for 2024-01-01 00Z using a fast analysis source.
# GFS is recommended for speed (operational, no auth), ARCO is an alternative.

from datetime import datetime

from earth2studio.data import GFS

# Initialize data source (GFS: operational, fast, no auth required)
ds = GFS()

# Fetch 2m temperature for a single time
time = [datetime(2024, 1, 1, 0)]
variable = ["t2m"]

data = ds(time, variable)

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