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Landon Wark
2023-01-18 14:00:25 -06:00
commit e763e7273d
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src/submissions/backend/excel/reports.py Normal file
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from pandas import DataFrame
import numpy as np
def make_report_xlsx(records:list[dict]) -> DataFrame:
df = DataFrame.from_records(records)
df = df.sort_values("Submitting Lab")
# table = df.pivot_table(values="Cost", index=["Submitting Lab", "Extraction Kit"], columns=["Cost", "Sample Count"], aggfunc={'Cost':np.sum,'Sample Count':np.sum})
df2 = df.groupby(["Submitting Lab", "Extraction Kit"]).agg({'Cost': ['sum', 'count'], 'Sample Count':['sum']})
# df2['Cost'] = df2['Cost'].map('${:,.2f}'.format)
print(df2.columns)
# df2['Cost']['sum'] = df2['Cost']['sum'].apply('${:,.2f}'.format)
df2.iloc[:, (df2.columns.get_level_values(1)=='sum') & (df2.columns.get_level_values(0)=='Cost')] = df2.iloc[:, (df2.columns.get_level_values(1)=='sum') & (df2.columns.get_level_values(0)=='Cost')].applymap('${:,.2f}'.format)
return df2