Using Django Import/Export, I have problems importing foreign key fields into my Django models. Specifically, I have three fields in my model that I want to import (the fourth one—participant—having a default value, so we can ignore that one), of which one is an IntegerField and the two other are ForeignKey fields.
All three fields are converted to numeric format before importing. However, the ForeignKey fields can't read these values and instead import NaN (presumably because I have set these model fields to null=True.
I have tried multiple of the solutions on similar questions, but they did not solve this problem.
What am I doing wrong here?
models.py
class User(auth.models.User,auth.models.PermissionsMixin):
def __str__(self):
return "@{}".format(self.username)
class Forskningsresultater(models.Model):
id = models.IntegerField(primary_key=True)
authors = models.ManyToManyField(settings.AUTH_USER_MODEL, through='PersonRes', blank=True,related_name='authors',verbose_name="Authors")
... (plus irrelevant fields for this question)
class PersonRes(models.Model):
id = models.IntegerField(primary_key=True)
user = models.ForeignKey(settings.AUTH_USER_MODEL,on_delete=models.CASCADE,null=True,verbose_name="user")
forskningsresultater = models.ForeignKey(Forskningsresultater,on_delete=models.CASCADE, null=True,verbose_name="forskningsresultater")
participant = models.BooleanField(default=True)
def __str__(self):
return "{}. Result {}: {}".format(self.id,self.forskningsresultater, self.user)
admin.py
from import_export import widgets, fields, resources
class PersonResResource(resources.ModelResource):
user = fields.Field(column_name='user_id', attribute='user', widget=widgets.ForeignKeyWidget(settings.AUTH_USER_MODEL, 'id'))
forskningsresultater = fields.Field(column_name='forskningsresultater_id', attribute='forskningsresultater', widget=widgets.ForeignKeyWidget(Forskningsresultater, 'id'))
class Meta:
model = PersonRes
fields = ('id','user','forskningsresultater','participant',)
from import_export.admin import ImportExportModelAdmin
class PersonResAdmin(ImportExportModelAdmin):
class Meta:
resource_class: PersonResResource
admin.site.register(PersonRes,PersonResAdmin)
myscript.py
...
df_persres[['A']] = df_persres[['A']].apply(pd.to_numeric)
df_persres[['B']] = df_persres[['B']].apply(pd.to_numeric)
df_persres[['C']] = df_persres[['C']].apply(pd.to_numeric)
df_persres.columns =['id','user_id','forskningsresultater_id']
if( len(df_persres.index) != 0):
import tablib
from import_export import resources
from accounts.models import PersonRes
personres_resource = resources.modelresource_factory(model=PersonRes)()
antall = len(df_persres.index)
for row in range(antall):
dataset = tablib.Dataset([ df_persres.iat[row,0],
df_persres.iat[row,1],
df_persres.iat[row,2]],
headers=['id', 'user_id', 'forskningsresultater_id'])
result = personres_resource.import_data(dataset, dry_run=True)
else:
pass
When printing dataset, I get the following (showing only one instance of dataset):
id |user_id|forskningsresultater_id
---------|-------|-----------------------
148097456|1480974|56
However, when i print the model, using pd.DataFrame.from_records(PersonRes.objects.all().values()), I get:
forskningsresultater_id id participant user_id
0 NaN 338884 True NaN
1 NaN 566233 True NaN
2 NaN 636223 True NaN
3 NaN 754756 True NaN
4 NaN 802856 True NaN
5 NaN 1005256 True NaN
...