fix fillnans
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@ -222,16 +222,21 @@ class ImportForm(forms.Form):
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return data
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df = pd.read_excel(data)
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df.fillna('', inplace=True)
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# convert dates to iso 8601
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for col in df.select_dtypes(include='datetime').columns:
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df[col] = df[col].dt.strftime("%Y-%m-%d")
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# convert numbers to strings if this is indicate in schema
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props = self.json_schema.get("properties", {})
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for col in df.select_dtypes(include=['number']).columns:
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sc_col = self.json_schema.get("properties", {}).get(col, {})
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if sc_col.get("type") == "string":
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type_col = props.get(col, {}).get("type")
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if "string" in type_col:
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df[col] = df[col].astype(str)
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data_pd = df.fillna('').to_dict()
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data_pd = df.to_dict()
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if not data_pd or df.last_valid_index() is None:
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self.exception("The file you try to import is empty!")
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