seniatical/ezycore

A highly customizable cache manager for python

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A highly customisable cache manager for python

Why choose EzyCore

• Enforces use of proper structured data thanks to PyDantic
• Comes with out of box support for many popular databases such as SQLite3 and more!
• Built on strict ABC classes, supports flexibility and community made objects!
• Fast efficient and easy to use

Installation

pip install git+https://github.com/Seniatical/EzyCore

Basic Example

from ezycore import Config, Manager, Model


class Message(Model):
    id: int
    content: str
    author: str

    _config: Config = {'search_by': 'id'}

manager = Manager(locations=['messages'], models={'messages': Message})
manager['messages'].add({'id': 123, 'content': 'Foo', 'author': 'Foo'})

print(manager['messages'].get(123))
# Message(id=123, content='Foo', author='Foo')

View more examples over here!

Documentation

Learn more about about our module by visiting our docs here!

ezycore's Issues

Cache Searching

Implement more methods for general cache searching

Implementations

# Literal
BaseSegment.search(func: Callable[[Model], bool], *fields, limit: int = -1) -> Iterable[M]

# Regex
BaseSegment.search_using_re(expr: str, *fields, key: Any = PRIMARY_KEY, limit: int = -1 ) -> Iterable[M]

Partial Referencing

Implement partial referencing across caches

Implementation

from ezycore import Model, Config, PartialRef

class A(Model):
    a: str
    _config: Config = {'search_by': 'a'}

class B(Model):
   b: str
   a: PartialRef[A]

   _config: Config = {'search_by': 'b', 'partials': dict(a='users')}

Cache Invalidating

More ways of invalidating caches

Implementations

# After model has been fetched 3 times it is invalidated

class TestModel(Model):
    field_1: int
    field_2: str

    _config: Config = dict(..., invalidate_after=3)