si_unit_pandas

Custom Pandas dtypes for values with SI units.

si_unit_pandas provides support for storing temperatures inside a pandas DataFrame using pandas’ Extension Array Interface

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from GitHub

python3 -m pip install git+https://github.com/domdfcoding/si_unit_pandas@master --user

Key Concepts

CelsiusType

This is a data type (like numpy.dtype('int64') or pandas.api.types.CategoricalDtype(). For the most part, you won’t interact with CelsiusType directly. It will be the value of the .dtype attribute on your arrays.

Example

# 3rd party
import pandas as pd

# this package
from si_unit_pandas import TemperatureArray

TemperatureArray([10, 20, 30, 40, 50])

Documentation

• Usage
  • Parsing
    • From Strings
    • From Numbers
  • Pandas Integration
• API Reference
  • si_unit_pandas.base
    • NumPyBackedExtensionArrayMixin
  • si_unit_pandas.temperature
    • Celsius
    • CelsiusType
    • Fahrenheit
    • TemperatureArray
    • TemperatureBase
    • is_temperature_type
    • to_temperature
• Contributing
  • Coding style
  • Automated tests
  • Type Annotations
  • Build documentation locally
• Downloading source code
  • Building from source
• License

View the Function Index or browse the Source Code.

Browse the GitHub Repository