IP-specific methods for akimbo
Project description
Akimbo-ip
Extension enabling fast vector processing of IPv4 and IPv6 values within nested/ragged columns of dataframes.
(experimental)
Installation
Run one of the following
> pip install git+https://github.com/intake/akimbo-ip # dev version
> pip install akimbo-ip # released version
Model
- IPv4 addresses are (fixed) length 4 bytestrings, but can be represented by any 4-bye value, e.g., uint32 or fixed-4-length list of uint8
- IPv6 addresses are (fixed) length 16 bytestrings or fixed-16-length list of uint8
- Networks are records with an IPv4 or IPv6 field (nominally "address") and a uint8 field for the prefix length (nominally "prefix"). The field names can be overidden.
We can convert between hostmasks, netmasks and prefix lengths. Some methods require composite types like list-of-addresses, see the individual docstrings.
As with the normal functioning of akimbo, you can indicate which parts of
a nested structure should be with the where=
kwargs to any method.
Usage
>>> import akimbo.pandas
>>> import akimbo_ip
This will anable the .ak
accessor for pandas
series and dataframes
(or pick a different dataframe library) and a subaccessor .ak.ip
which
makes available several methods that act on IP addresses and network.
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