bug fixes and documentation
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@ -4,12 +4,13 @@ This project implements an abstraction of objects that can have access to a vari
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# Why Use Data-Transport ?
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Mostly data scientists that don't really care about the underlying database and would like a simple and consistent way to read/write data and have will be well served. Additionally we implemented lightweight Extract Transform Loading API and command line (CLI) tool.
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Mostly data scientists that don't really care about the underlying database and would like a simple and consistent way to read/write and move data are well served. Additionally we implemented lightweight Extract Transform Loading API and command line (CLI) tool. Finally it is possible to add pre/post processing pipeline functions to read/write
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1. Familiarity with **pandas data-frames**
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2. Connectivity **drivers** are included
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3. Mining data from various sources
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4. Useful for data migrations or ETL
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4. Useful for data migrations or **ETL**
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## Installation
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@ -6,9 +6,9 @@ class IO:
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"""
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Base wrapper class for read/write
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"""
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def __init__(self,_agent,loader):
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def __init__(self,_agent,plugins):
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self._agent = _agent
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self._loader = loader
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self._plugins = plugins
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def meta (self,**_args):
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if hasattr(self._agent,'meta') :
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return self._agent.meta(**_args)
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@ -21,7 +21,7 @@ class IO:
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"""
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applying pre/post conditions given a pipeline expression
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"""
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for _pointer in self._loader :
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for _pointer in self._plugins :
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_data = _pointer(_data)
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def apply(self,_query):
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if hasattr(self._agent,'apply') :
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@ -32,8 +32,8 @@ class IReader(IO):
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super().__init__(_agent,pipeline)
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def read(self,**_args):
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_data = self._agent.read(**_args)
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if self._loader and self._loader.ratio() > 0 :
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_data = self._loader.apply(_data)
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if self._plugins and self._plugins.ratio() > 0 :
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_data = self._plugins.apply(_data)
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#
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# output data
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return _data
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@ -41,7 +41,7 @@ class IWriter(IO):
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def __init__(self,_agent,pipeline=None):
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super().__init__(_agent,pipeline)
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def write(self,_data,**_args):
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if self._loader and self._loader.ratio() > 0 :
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_data = self._loader.apply(_data)
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if self._plugins and self._plugins.ratio() > 0 :
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_data = self._plugins.apply(_data)
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self._agent.write(_data,**_args)
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