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class VectorArray(ExtensionScalarOpsMixin, ExtensionArray): | |
""" | |
Custom Extension Array type for an array of Vectors | |
Needs to define: | |
- Associated Dtype it is used with | |
- How to construct array from sequence of scalars | |
- How data is stored and accessed | |
- Any custom array methods | |
""" |
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import numpy as np | |
import pandas as pd | |
from pandas.core.dtypes.dtypes import PandasExtensionDtype | |
from pandas.api.extensions import ExtensionArray, ExtensionScalarOpsMixin, register_extension_dtype | |
@register_extension_dtype | |
class VectorDtype(PandasExtensionDtype): | |
""" | |
Class to describe the custom Vector data type | |
""" |
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from functools import total_ordering | |
from math import sqrt | |
@total_ordering | |
class Vector(object): | |
""" | |
Simple class to represent a 2D vector with X and Y components. | |
Could extend with more useful methods etc | |
""" | |
def __init__(self, x, y): |