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Documentation

md.persistence component defines contracts to persist (save, read) python runtime data, and few useful tools out from box.

Architecture overview

Architecture overview

Component overview

GraphType = typing.Dict[str, typing.List[str]]  # filename -> [filename, ...]

def do_load(
    content: dict,
    import_list: typing.List[typing.Tuple[str, str]],
    filename: str,
    import_: ImportInterface,
) -> typing.Tuple[dict, GraphType]: ...

Install

pip install md.persistence --index-url https://source.md.land/python/

Usage

Load configuration

md.persistence.LoadInterface component defines contract to load data from stream (file, socket, etc; typically, first).

load method returns loaded content and graph of imports (it required for caching subsystem, optionally enabled on a higher level).

Custom implementation may look like:

import typing
import md.persistence
import orjson


class Load(md.persistence.LoadInterface):  
    # naming things notice: reads as `domain.persistence.orjson.Load`
    def load(self, filename: str) -> typing.Tuple[typing.Any, md.persistence.GraphType]:
        with open(filename) as stream:
            content = orjson.loads(stream.read())
            assert isinstance(content)
            return content, {}

    def supports(self, filename: str) -> bool:
        return filename.endswith('.json')

Method support is required to test is loader may load content, it could be used along in service itself, but also in outside, for example:

import typing
import md.persistence

def pick_loader_for(
    filename: str, 
    loader_list: typing.List[md.persistence.LoadInterface]
) -> typing.Union[md.persistence.LoadInterface, None]:
    for loader in loader_list:
        if loader.supports(filename=filename):
            return loader
    return None

Import configuration

Modern configuration files may contain import statements right in file, for example:

# /etc/container.yaml
!import parameters.yaml
!import services.yaml

parameters: ~
services: ~
<?xml version="1.0" encoding="UTF-8" ?>
<!-- /etc/container.xml -->
<container>
    <imports>
        <import resource="parameters.xml"/>
        <import resource="services.xml"/>
    </imports>
    
    <services/>
    <parameters/>
</container>

to handle such imports md.persistence.LoadInterface implementation may have optional md.persistence.ImportInterface dependency to call its import_ method.

md.persistence.ImportInterface defines contract to handle import statement.

md.persistence.DefaultImport component provides default import implementation, based on recursion method: method DefaultImport.import_ merges content and returns graph.

{
  "imports": [
      "container/services.json",
      "container/parameters.json"
  ],
  "data": {
    "services": {},
    "parameters": {}
  }
}
import typing
import md.persistence
import orjson

class Load(md.persistence.LoadInterface):
    # naming things notice: reads as `domain.persistence.orjson.Load`
    def __init__(self, import_: md.persistence.ImportInterface) -> None:
        self._import = import_
        
    def load(self, filename: str) -> typing.Tuple[typing.Any, md.persistence.GraphType]:
        with open(filename) as stream:
            content = orjson.loads(stream.read())
            
        assert isinstance(content, dict)
        assert 'data' in content
        assert isinstance(content['data'])
        
        return md.persistence.do_load(
            filename=filename,
            content=content.get('data', {}),
            import_list=content.get('imports', []),
            import_=self._import,
        )

    def supports(self, filename: str) -> bool:
        return filename.endswith('.json')

Dump configuration

md.persistence.DumpInterface defines contract to handle data dump into a stream (e.g. file), for example:

import typing
import md.persistence
import orjson

class Dump(md.persistence.DumpInterface):
    # naming things notice: reads as `domain.persistence.orjson.Dump`
    def dump(self, filename: str, data: typing.Dict[str, typing.Dict]) -> None:
        with open(filename, 'wb') as stream:
            stream.write(orjson.dumps(data, option=orjson.OPT_INDENT_2))

Responsibility desegregation

In most cases load and dump responsibilities are don't need to be joint into same class (due to SRP principle), but when it's required, it may be designed like:

import md.persistence
import typing

class LoadAndDump(md.persistence.LoadInterface, md.persistence.DumpInterface):
    # naming things notice: reads as `domain.persistence.orjson.LoadAndDump`
    def load(self, filename: str) -> typing.Tuple[typing.Any, md.persistence.GraphType]: ...
    def supports(self, filename: str) -> bool: ...
    def dump(self, filename: str, data: typing.Dict[str, typing.Dict]) -> None:     ...