V2.0 plugin support
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"""
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The functions within are designed to load external files and apply functions against the data
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The plugins are applied as
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- post-processing if we are reading data
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- and pre-processing if we are writing data
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The plugin will use a decorator to identify meaningful functions
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@TODO: This should work in tandem with loggin (otherwise we don't have visibility into what is going on)
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"""
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import importlib as IL
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import importlib.util
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import sys
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import os
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class plugin :
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"""
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Implementing function decorator for data-transport plugins (post-pre)-processing
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"""
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def __init__(self,**_args):
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"""
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:name name of the plugin
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:mode restrict to reader/writer
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:about tell what the function is about
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"""
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self._name = _args['name']
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self._about = _args['about']
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self._mode = _args['mode'] if 'mode' in _args else 'rw'
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def __call__(self,pointer):
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def wrapper(_args):
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return pointer(_args)
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#
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# @TODO:
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# add attributes to the wrapper object
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#
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setattr(wrapper,'transport',True)
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setattr(wrapper,'name',self._name)
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setattr(wrapper,'mode',self._mode)
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setattr(wrapper,'about',self._about)
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return wrapper
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class PluginLoader :
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"""
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This class is intended to load a plugin and make it available and assess the quality of the developed plugin
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"""
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def __init__(self,**_args):
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"""
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:path location of the plugin (should be a single file)
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:_names of functions to load
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"""
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_names = _args['names'] if 'names' in _args else None
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path = _args['path'] if 'path' in _args else None
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self._names = _names if type(_names) == list else [_names]
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self._modules = {}
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self._names = []
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if path and os.path.exists(path) and _names:
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for _name in self._names :
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spec = importlib.util.spec_from_file_location('private', path)
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module = importlib.util.module_from_spec(spec)
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spec.loader.exec_module(module) #--loads it into sys.modules
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if hasattr(module,_name) :
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if self.isplugin(module,_name) :
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self._modules[_name] = getattr(module,_name)
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else:
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print ([f'Found {_name}', 'not plugin'])
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else:
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#
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# @TODO: We should log this somewhere some how
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print (['skipping ',_name, hasattr(module,_name)])
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pass
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else:
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#
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# Initialization is empty
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self._names = []
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pass
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def set(self,_pointer) :
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"""
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This function will set a pointer to the list of modules to be called
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This should be used within the context of using the framework as a library
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"""
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_name = _pointer.__name__
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self._modules[_name] = _pointer
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self._names.append(_name)
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def isplugin(self,module,name):
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"""
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This function determines if a module is a recognized plugin
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:module module object loaded from importlib
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:name name of the functiion of interest
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"""
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p = type(getattr(module,name)).__name__ =='function'
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q = hasattr(getattr(module,name),'transport')
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#
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# @TODO: add a generated key, and more indepth validation
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return p and q
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def has(self,_name):
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"""
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This will determine if the module name is loaded or not
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"""
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return _name in self._modules
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def ratio (self):
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"""
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how many modules loaded vs unloaded given the list of names
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"""
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_n = len(self._names)
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return len(set(self._modules.keys()) & set (self._names)) / _n
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def apply(self,_data):
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for _name in self._modules :
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_pointer = self._modules[_name]
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#
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# @TODO: add exception handling
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_data = _pointer(_data)
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return _data
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# def apply(self,_data,_name):
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# """
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# This function applies an external module function against the data.
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# The responsibility is on the plugin to properly return data, thus responsibility is offloaded
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# """
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# try:
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# _pointer = self._modules[_name]
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# _data = _pointer(_data)
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# except Exception as e:
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# pass
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# return _data
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