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-0.25.0b4.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4b925fb29867d878c31e5fb46aa173009b6235b21fd2d55a2c3a48dd80ba5b74 |
|
MD5 | 8c304411d23345185879f548a58533fa |
|
BLAKE2b-256 | a1a0efa24ee9f3f43b9cfdee25d2d35a36fcd69d411bd78a7310a2e145822450 |
Hashes for hopeit.dataframes-0.25.0b4-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b785be9ac55389547262bc130a17c49e7a85abccd1a0a21c2c34a5dcc6ba342d |
|
MD5 | ce5c6992f98d288c0b3f0a18c0562a8c |
|
BLAKE2b-256 | 45bcc167d992748666610bc6aefcbc58927b3829edbccb8a83a3437cf4319453 |