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+ import numpy as np
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+ import numpy .typing as npt
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+
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+ NDArray = npt .NDArray
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+
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+ StringArray = StrArray = npt .NDArray [np .str_ ]
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+ BytesArray = npt .NDArray [np .bytes_ ]
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+ Float32Array = FloatArray = npt .NDArray [np .float32 ]
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+ Float64Array = DoubleArray = npt .NDArray [np .float64 ]
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+ IntArray = npt .NDArray [np .int_ ]
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+ Int8Array = npt .NDArray [np .int8 ]
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+ Int16Array = npt .NDArray [np .int16 ]
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+ Int32Array = npt .NDArray [np .int32 ]
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+ Int64Array = npt .NDArray [np .int64 ]
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+ UInt8Array = npt .NDArray [np .uint8 ]
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+ UInt16Array = npt .NDArray [np .uint16 ]
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+ UInt32Array = npt .NDArray [np .uint32 ]
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+ UInt64Array = npt .NDArray [np .uint64 ]
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+ DateTimeArray = npt .NDArray [np .datetime64 ]
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+ TimeDeltaArray = npt .NDArray [np .timedelta64 ]
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+ from pandas import DataFrame # noqa: F401
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+ from pandas import Series # noqa: F401
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+ from polars import DataFrame # noqa: F401
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+ from polars import Series # noqa: F401
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+ from pyarrow import Array # noqa: F401
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+ from pyarrow import Table # noqa: F401
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