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Automatic object-YAML mapping for Python.

Project description

YORM

Enables automatic, bidirectional, human-friendly mappings of object attributes to YAML files.

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Uses beyond typical object serialization and relational mapping include:

  • bidirectional conversion between basic YAML and Python types

  • attribute creation and type inference for new attributes

  • storage of content in text files optimized for version control

  • extensible converters to customize formatting on complex classes

View the talk from PyOhio 2015.

Getting Started

Requirements

  • Python 3.3+

Installation

YORM can be installed with pip:

$ pip install YORM

or directly from the source code:

$ git clone https://github.com/jacebrowning/yorm.git
$ cd yorm
$ python setup.py install

Basic Usage

Simply take an existing class:

class Student:
    def __init__(self, name, school, number, year=2009):
        self.name = name
        self.school = school
        self.number = number
        self.year = year
        self.gpa = 0.0

and define an attribute mapping:

import yorm
from yorm.types import String, Integer, Float

@yorm.attr(name=String, year=Integer, gpa=Float)
@yorm.sync("students/{self.school}/{self.number}.yml")
class Student:
    ...

Modifications to each object’s mapped attributes:

>>> s1 = Student("John Doe", "GVSU", 123)
>>> s2 = Student("Jane Doe", "GVSU", 456, year=2014)
>>> s1.gpa = 3

are automatically reflected on the filesytem:

$ cat students/GVSU/123.yml
name: John Doe
gpa: 3.0
school: GVSU
year: 2009

Modifications and new content in each mapped file:

$ echo "name: John Doe
> gpa: 1.8
> year: 2010
" > students/GVSU/123.yml

are automatically reflected in their corresponding object:

>>> s1.gpa
1.8

Revision History

0.7.1 (2016/03/30)

  • Updated String to fetch true and false as strings.

0.7 (2016/03/29)

  • Now preserving order of attr decorators.

  • Now limiting attr decorator to a single argument.

  • Added List.of_type() factory to create lists with less boilerplate.

0.6.1 (2015/02/23)

  • Fixed handling of None in NullableString.

0.6 (2015/02/23)

  • Added preliminary support for JSON serialization (@pr0xmeh).

  • Renamed yorm.converters to yorm.types.

  • Now maintaining the signature on mapped objects.

  • Disabled attribute inference unless strict=False.

  • Fixed formatting of String to only use quotes if absolutely necessary.

0.5 (2015/09/25)

  • Renamed yorm.base to yorm.bases.

  • Stopped creating files on instantiation when auto=False.

  • Now automatically storing on fetch after initial store.

0.4.1 (2015/06/19)

  • Fixed attribute loss in non-dict when conversion to dict.

  • Now automatically adding missing attributes to mapped objects.

0.4 (2015/05/16)

  • Moved all converters into the yorm.converters package.

  • Renamed container to containers.

  • Renamed Converter to Convertible for mutable types

  • Added a new Converter class for immutable types

  • Removed the context manager in mapped objects.

  • Fixed automatic mapping of nested attributes.

0.3.2 (2015/04/07)

  • Fixed object overwrite when calling utilities.update.

0.3.1 (2015/04/06)

  • Fixed infinite recursion with properties that rely on other mapped attributes.

0.3 (2015/03/10)

  • Updated mapped objects to only read from the filesystem if there are changes.

  • Renamed store to sync_object.

  • Renamed store_instances to sync_instances.

  • Renamed map_attr to attr.

  • Added sync to call sync_object or sync_instances as needed.

  • Added update_object and update_file to force synchronization.

  • Added update to call update_object and/or update_file as needed.

0.2.1 (2015/02/12)

  • Container types now extend their builtin type.

  • Added None<Type> extended types with None as a default.

  • Added AttributeDictionary with keys available as attributes.

  • Added SortedList that sorts when dumped.

0.2 (2014/11/30)

  • Allowing map_attr and store to be used together.

  • Allowing Dictionary containers to be used as attributes.

  • Fixed method resolution order for modified classes.

  • Added a yorm.settings.fake option to bypass the filesystem.

0.1.1 (2014/10/20)

  • Fixed typos in examples.

0.1 (2014/09/29)

  • Initial release.

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