Created
October 13, 2015 02:49
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An example implementation of an ETL registry
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class ETLRegistry(object): | |
""" | |
The ETL registry stores the relationships between Extract, Transform | |
and Load classes. | |
An entry tracks both a string representation (for passing through message queue) and | |
a reference for the class (for invocation inside the task) | |
""" | |
_regsitry = [] | |
def register(self, extractor, transformer, loader): | |
self._registry.append({ | |
'extractor': { | |
'name': extractor.__name__, | |
'class': extractor | |
}, | |
'transformer': { | |
'name': transformer.__name__, | |
'class': transformer | |
}, | |
'loader': { | |
'name': loader.__name__, | |
'class': loader | |
} | |
}) | |
def get_entry(self, **kwargs): | |
""" Return a registry entry for the given ETL class type """ | |
if kwargs.get('extractor', False) | |
for entry in self._registry: | |
if entry['extractor']['name'] == kwargs['extractor'] | |
return entry | |
if kwargs.get('transformer', False) | |
for entry in self._registry: | |
if entry['transformer']['name'] == kwargs['transformer'] | |
return entry | |
if kwargs.get('loader', False) | |
for entry in self._registry: | |
if entry['loader']['name'] == kwargs['loader'] | |
return entry | |
etl_registry = ETLRegistry() | |
etl_registry.register(EmployeeExtractor, EmployeeTransformer, EmployeeLoader) | |
etl_registry.register(SaleExtractor, SaleTransformer, SaleLoader) |
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