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-0.25.0b5.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | b8bdc4914cfa34b38efd61a4e3c9e10d4a5eaa4a872dbe6653985f049dc20df8 |
|
MD5 | cc09d647f531432b09ee1cc8f1b22ebe |
|
BLAKE2b-256 | abf71f750d1db0c0f72691273bdf27437c10c531d33853b5cb42c3194343001e |
Hashes for hopeit.dataframes-0.25.0b5-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3f4944f1e3b77943352c06d17b3dd85fb790e56ea41910f890a85097999f04a1 |
|
MD5 | 9d4375ddbe992d56d675ea6f0c1e76e7 |
|
BLAKE2b-256 | af04c89523d637f65ef051729f341223daf1db7e5bef91b4386e0325a19bdc8d |