Enable the specifcation of related objects by arbitrary attribute during CSV import

This commit is contained in:
Jeremy Stretch 2020-05-01 12:18:04 -04:00
parent 6ab046ba8f
commit 34a17d4571
2 changed files with 53 additions and 20 deletions

View File

@ -405,10 +405,11 @@ class CSVDataField(forms.CharField):
"""
widget = forms.Textarea
def __init__(self, fields, required_fields=[], *args, **kwargs):
def __init__(self, model, fields, required_fields=None, *args, **kwargs):
self.model = model
self.fields = fields
self.required_fields = required_fields
self.required_fields = required_fields or list()
super().__init__(*args, **kwargs)
@ -423,31 +424,49 @@ class CSVDataField(forms.CharField):
'in double quotes.'
def to_python(self, value):
records = []
reader = csv.reader(StringIO(value))
# Consume and validate the first line of CSV data as column headers
headers = next(reader)
for f in self.required_fields:
if f not in headers:
raise forms.ValidationError('Required column header "{}" not found.'.format(f))
for f in headers:
if f not in self.fields:
raise forms.ValidationError('Unexpected column header "{}" found.'.format(f))
# Consume the first line of CSV data as column headers. Create a dictionary mapping each header to an optional
# "to" field specifying how the related object is being referenced. For example, importing a Device might use a
# `site.slug` header, to indicate the related site is being referenced by its slug.
headers = {}
for header in next(reader):
if '.' in header:
field, to_field = header.split('.', 1)
headers[field] = to_field
else:
headers[header] = None
# Parse CSV data
for i, row in enumerate(reader, start=1):
if row:
if len(row) != len(headers):
raise forms.ValidationError(
"Row {}: Expected {} columns but found {}".format(i, len(headers), len(row))
)
raise forms.ValidationError(f"Row {i}: Expected {len(headers)} columns but found {len(row)}")
row = [col.strip() for col in row]
record = dict(zip(headers, row))
record = dict(zip(headers.keys(), row))
records.append(record)
return records
return headers, records
def validate(self, value):
headers, records = value
# Validate provided column headers
for field, to_field in headers.items():
if field not in self.fields:
raise forms.ValidationError(f'Unexpected column header "{field}" found.')
if to_field and not hasattr(self.fields[field], 'to_field_name'):
raise forms.ValidationError(f'Column "{field}" is not a related object; cannot use dots')
if to_field and not hasattr(self.fields[field].queryset.model, to_field):
raise forms.ValidationError(f'Invalid related object attribute for column "{field}": {to_field}')
# Validate required fields
for f in self.required_fields:
if f not in headers:
raise forms.ValidationError(f'Required column header "{f}" not found.')
return value
class CSVChoiceField(forms.ChoiceField):

View File

@ -557,11 +557,18 @@ class BulkImportView(GetReturnURLMixin, View):
def _import_form(self, *args, **kwargs):
fields = self.model_form().fields.keys()
required_fields = [name for name, field in self.model_form().fields.items() if field.required]
fields = self.model_form().fields
required_fields = [
name for name, field in self.model_form().fields.items() if field.required
]
class ImportForm(BootstrapMixin, Form):
csv = CSVDataField(fields=fields, required_fields=required_fields, widget=Textarea(attrs=self.widget_attrs))
csv = CSVDataField(
model=self.model_form.Meta.model,
fields=fields,
required_fields=required_fields,
widget=Textarea(attrs=self.widget_attrs)
)
return ImportForm(*args, **kwargs)
@ -591,8 +598,15 @@ class BulkImportView(GetReturnURLMixin, View):
try:
# Iterate through CSV data and bind each row to a new model form instance.
with transaction.atomic():
for row, data in enumerate(form.cleaned_data['csv'], start=1):
headers, records = form.cleaned_data['csv']
for row, data in enumerate(records, start=1):
obj_form = self.model_form(data)
# Modify the model form to accommodate any customized to_field_name properties
for field, to_field in headers.items():
if to_field is not None:
obj_form.fields[field].to_field_name = to_field
if obj_form.is_valid():
obj = self._save_obj(obj_form, request)
new_objs.append(obj)