44 lines
1.7 KiB
Python
44 lines
1.7 KiB
Python
import pandas as pd
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from CompanyColumnAdder import CompanyColumnAdder
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from SummationTableFactory import SummationTableFactory
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class BatchCodeTableFactory:
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def __init__(self, dataFrame: pd.DataFrame):
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self.dataFrame = dataFrame
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def createGlobalBatchCodeTable(self):
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return self._postProcess(SummationTableFactory.createSummationTable(self.dataFrame.groupby('VAX_LOT')))
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def createBatchCodeTableByCountry(self, country):
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return self._postProcess(self._getBatchCodeTableByCountry(country))
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def _postProcess(self, batchCodeTable):
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batchCodeTable = CompanyColumnAdder(self.dataFrame).addCompanyColumn(batchCodeTable)
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batchCodeTable = batchCodeTable[
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[
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'Adverse Reaction Reports',
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'Deaths',
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'Disabilities',
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'Life Threatening Illnesses',
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'Company',
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'Severe reports',
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'Lethality'
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]]
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return batchCodeTable.sort_values(by = 'Severe reports', ascending = False)
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def _getBatchCodeTableByCountry(self, country):
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countryBatchCodeTable = self._getCountryBatchCodeTable()
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return countryBatchCodeTable.loc[country] if country in countryBatchCodeTable.index else self._getEmptyBatchCodeTable(countryBatchCodeTable)
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def _getCountryBatchCodeTable(self):
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return SummationTableFactory.createSummationTable(
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self.dataFrame.groupby(
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[
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self.dataFrame['COUNTRY'],
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self.dataFrame['VAX_LOT']
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]))
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def _getEmptyBatchCodeTable(self, countryBatchCodeTable):
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return countryBatchCodeTable[0:0].droplevel(0)
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