francois/HowBadIsMyBatch
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refactoring

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frankknoll
2022-02-06 09:49:48 +01:00
parent 55af50cb0f
commit fa55ac1da4
1 changed files with 10 additions and 8 deletions
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18
HowBadIsMyBatch.ipynb
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@@ -261,20 +261,18 @@
" \n",
" @staticmethod\n",
" def getDoseTable(dataFrame):\n",
" filteredDataFrame = DataFrameFilter(dataFrame).filterByCovid19And()\n",
" return DoseAnalysis._getDoseTable(\n",
" filteredDataFrame.groupby(\n",
" filteredDataFrame['VAX_DOSE_SERIES'].rename('Dose')))\n",
" dataFrame.groupby(\n",
" dataFrame['VAX_DOSE_SERIES'].rename('Dose')))\n",
"\n",
" @staticmethod\n",
" def getDoseByMonthTable(dataFrame):\n",
" filteredDataFrame = DataFrameFilter(dataFrame).filterByCovid19And()\n",
" return DoseAnalysis._getDoseTable(\n",
" filteredDataFrame.groupby(\n",
" dataFrame.groupby(\n",
" [\n",
" filteredDataFrame['RECVDATE'].dt.year.rename('Year'),\n",
" filteredDataFrame['RECVDATE'].dt.month.rename('Month'),\n",
" filteredDataFrame['VAX_DOSE_SERIES'].rename('Dose')\n",
" dataFrame['RECVDATE'].dt.year.rename('Year'),\n",
" dataFrame['RECVDATE'].dt.month.rename('Month'),\n",
" dataFrame['VAX_DOSE_SERIES'].rename('Dose')\n",
" ]))\n",
"\n",
" @staticmethod\n",
@@ -623,6 +621,7 @@
" \"1048786\",\n",
" \"4711\"],\n",
" dtypes = {'VAX_DOSE_SERIES': \"string\"})\n",
" dataFrame = DataFrameFilter(dataFrame).filterByCovid19And()\n",
" \n",
" # When\n",
" doseTable = DoseAnalysis.getDoseTable(dataFrame)\n",
@@ -653,6 +652,7 @@
" \"1048786\",\n",
" \"4711\"],\n",
" dtypes = {'VAX_DOSE_SERIES': \"string\"})\n",
" dataFrame = DataFrameFilter(dataFrame).filterByCovid19And()\n",
" \n",
" # When\n",
" doseByMonthTable = DoseAnalysis.getDoseByMonthTable(dataFrame)\n",
@@ -815,11 +815,13 @@
"def getDoseTable():\n",
" vaersDescrs = VaersDescrReader(dataDir = \"VAERS\").readAllVaersDescrs()\n",
" dataFrame = VaersDescr2DataFrameConverter.createDataFrameFromDescrs(vaersDescrs)\n",
" dataFrame = DataFrameFilter(dataFrame).filterByCovid19And()\n",
" return DoseAnalysis.getDoseTable(dataFrame)\n",
"\n",
"def getDoseByMonthTable():\n",
" vaersDescrs = VaersDescrReader(dataDir = \"VAERS\").readAllVaersDescrs()\n",
" dataFrame = VaersDescr2DataFrameConverter.createDataFrameFromDescrs(vaersDescrs)\n",
" dataFrame = DataFrameFilter(dataFrame).filterByCovid19And()\n",
" return DoseAnalysis.getDoseByMonthTable(dataFrame)"
]
},