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data-transport/transport/plugins/__init__.py

160 lines
5.9 KiB
Python

"""
The functions within are designed to load external files and apply functions against the data
The plugins are applied as
- post-processing if we are reading data
- and pre-processing if we are writing data
The plugin will use a decorator to identify meaningful functions
@TODO: This should work in tandem with loggin (otherwise we don't have visibility into what is going on)
"""
import importlib as IL
import importlib.util
import sys
import os
class Plugin :
"""
Implementing function decorator for data-transport plugins (post-pre)-processing
"""
def __init__(self,**_args):
"""
:name name of the plugin
:mode restrict to reader/writer
:about tell what the function is about
"""
self._name = _args['name'] if 'name' in _args else None
self._version = _args['version'] if 'version' in _args else '0.1'
self._doc = _args['doc'] if 'doc' in _args else "N/A"
self._mode = _args['mode'] if 'mode' in _args else 'rw'
def __call__(self,pointer,**kwargs):
def wrapper(_args,**kwargs):
return pointer(_args,**kwargs)
#
# @TODO:
# add attributes to the wrapper object
#
self._name = pointer.__name__ if not self._name else self._name
setattr(wrapper,'transport',True)
setattr(wrapper,'name',self._name)
setattr(wrapper,'version',self._version)
setattr(wrapper,'doc',self._doc)
return wrapper
class PluginLoader :
"""
This class is intended to load a plugin and make it available and assess the quality of the developed plugin
"""
def __init__(self,**_args):
"""
"""
# _names = _args['names'] if 'names' in _args else None
# path = _args['path'] if 'path' in _args else None
# self._names = _names if type(_names) == list else [_names]
self._modules = {}
self._names = []
self._registry = _args['registry']
# if path and os.path.exists(path) and _names:
# for _name in self._names :
# spec = importlib.util.spec_from_file_location('private', path)
# module = importlib.util.module_from_spec(spec)
# spec.loader.exec_module(module) #--loads it into sys.modules
# if hasattr(module,_name) :
# if self.isplugin(module,_name) :
# self._modules[_name] = getattr(module,_name)
# else:
# print ([f'Found {_name}', 'not plugin'])
# else:
# #
# # @TODO: We should log this somewhere some how
# print (['skipping ',_name, hasattr(module,_name)])
# pass
# else:
# #
# # Initialization is empty
# self._names = []
pass
def load (self,**_args):
self._modules = {}
self._names = []
path = _args ['path']
if os.path.exists(path) :
_alias = path.split(os.sep)[-1]
spec = importlib.util.spec_from_file_location(_alias, path)
module = importlib.util.module_from_spec(spec)
spec.loader.exec_module(module) #--loads it into sys.modules
# self._names = [_name for _name in dir(module) if type(getattr(module,_name)).__name__ == 'function']
for _name in dir(module) :
if self.isplugin(module,_name) :
self._module[_name] = getattr(module,_name)
# self._names [_name]
def format (self,**_args):
uri = _args['alias'],_args['name']
# def set(self,_pointer) :
def set(self,_key) :
"""
This function will set a pointer to the list of modules to be called
This should be used within the context of using the framework as a library
"""
# _name = _pointer.__name__ if type(_pointer).__name__ == 'function' else {}
# self._modules[_name] = _pointer
# self._names.append(_name)
_pointer = self._registry.get(key=_key)
if _pointer :
self._modules[_key] = _pointer
self._names.append(_key)
elif type(_key).__name__ == 'function':
#
# The pointer is in the code provided by the user and loaded in memory
#
_pointer = _key
self._names.append(_key.__name__)
def isplugin(self,module,name):
"""
This function determines if a module is a recognized plugin
:module module object loaded from importlib
:name name of the functiion of interest
"""
p = type(getattr(module,name)).__name__ =='function'
q = hasattr(getattr(module,name),'transport')
#
# @TODO: add a generated key, and more indepth validation
return p and q
def has(self,_name):
"""
This will determine if the module name is loaded or not
"""
return _name in self._modules
def ratio (self):
"""
This functiion determines how many modules loaded vs unloaded given the list of names
"""
_n = len(self._names)
return len(set(self._modules.keys()) & set (self._names)) / _n
def apply(self,_data):
for _name in self._modules :
_pointer = self._modules[_name]
#
# @TODO: add exception handling
_data = _pointer(_data)
return _data
# def apply(self,_data,_name):
# """
# This function applies an external module function against the data.
# The responsibility is on the plugin to properly return data, thus responsibility is offloaded
# """
# try:
# _pointer = self._modules[_name]
# _data = _pointer(_data)
# except Exception as e:
# pass
# return _data