Hopeit Engine Dataframes Toolkit
Project description
hopeit.engine dataframes plugin
This library is part of hopeit.engine:
Install using extras when installing hopeit.engine:
pip install hopeit.engine[dataframes]
hopeit.dataframes
This plugin introduces dataclasses annotations to work with pandas
dataframes
as other dataobjects:
@dataframe
annotation allows a dataclass to become the schema and container for a dataframe
@dataframeobject
annotation, acts as @dataobject with support to have dataframe annotated fields
DataFrames
class, provides an api to create, serialize, and access pandas dataframe
Features: -Type coercion for @dataframe fields -Transparent access to series in @dataframe objects using dot notation -Serialization for @dataframe and @dataframeobjects allowing them to be transferred through streams (using file system storage to store the actual data, and transferring only metadata for deserialization in the stream) -Support to handle @dataframeobject as payload for web requests
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Hashes for hopeit.dataframes-0.24.2-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e4315ea01ffaf167f5667c314bb721cb3ae3798e3f7917ad50cb50dd04beebae |
|
MD5 | f4e01b63c6315e2a263e15444efde961 |
|
BLAKE2b-256 | 3149c8498d68d591f52a4f53ce9200ec14db45f561e9b4f516f0100bfed13972 |