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get schema id from custom props of excel

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Cayo Puigdefabregas 2024-02-28 16:53:58 +01:00
parent adf39818e4
commit e65ffb7e17
1 changed files with 16 additions and 2 deletions
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18
idhub/admin/forms.py
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@ -4,6 +4,7 @@ import jsonschema
import pandas as pd import pandas as pd
from nacl.exceptions import CryptoError from nacl.exceptions import CryptoError
from openpyxl import load_workbook
from django import forms from django import forms
from django.core.cache import cache from django.core.cache import cache
from django.utils.translation import gettext_lazy as _ from django.utils.translation import gettext_lazy as _
@ -224,16 +225,29 @@ class ImportForm(forms.Form):
df = pd.read_excel(data) df = pd.read_excel(data)
df.fillna('', inplace=True) df.fillna('', inplace=True)
try:
workbook = load_workbook(data)
# if no there are schema meen than is a excel costum and you
# don't have control abour that
if 'Schema' in workbook.custom_doc_props.names:
excel_schema = workbook.custom_doc_props['Schema'].value.split("/")
file_schema = self._schema.file_schema.split('.json')
assert file_schema[0] == excel_schema[-1]
except Exception:
txt = _("This File does not correspond to this scheme!")
raise ValidationError(txt)
# convert dates to iso 8601 # convert dates to iso 8601
for col in df.select_dtypes(include='datetime').columns: for col in df.select_dtypes(include='datetime').columns:
df[col] = df[col].dt.strftime("%Y-%m-%d") df[col] = df[col].dt.strftime("%Y-%m-%d")
# convert numbers to strings if this is indicate in schema # convert numbers to strings if this is indicate in schema
props = self.json_schema.get("properties", {}) props = self.json_schema.get("properties", {})
for col in df.select_dtypes(include=['number']).columns: for col in df.select_dtypes(include=['number']).columns:
type_col = props.get(col, {}).get("type") type_col = props.get(col, {}).get("type")
if "string" in type_col: if type_col and "string" in type_col:
df[col] = df[col].astype(str) df[col] = df[col].astype(str)
data_pd = df.to_dict() data_pd = df.to_dict()
@ -273,7 +287,7 @@ class ImportForm(forms.Form):
format_checker=jsonschema.Draft202012Validator.FORMAT_CHECKER format_checker=jsonschema.Draft202012Validator.FORMAT_CHECKER
) )
except jsonschema.exceptions.ValidationError as err: except jsonschema.exceptions.ValidationError as err:
msg = "line {}: {}".format(line+1, err) msg = "line {}: {}".format(line+1, err.message)
return self.exception(msg) return self.exception(msg)
user, new = User.objects.get_or_create(email=row.get('email')) user, new = User.objects.get_or_create(email=row.get('email'))