Helper class for generate sampledata
Project description
Django Sample Data Helper
App to automatically populate django database.
Install and configure
Install using pip, including any pillow if you want image genetion…:
pip install django-sampledatahelper
pip install pillow # For image generation
You can configure, if you want a SAMPLEDATAHELPER_SEED
variable in your
settings, to generate alwais the same data. Example:
SAMPLEDATAHELPER_SEED = 123456789
If you want to use the sampledatafiller
command, you have to define
your SAMPLEDATAHELPER_MODELS
with the list of models you want to fill. Example:
SAMPLEDATAHELPER_MODELS = [
# Generate 5 instances completly random
{ 'model': 'myapp.MyModel', 'number': 5, },
# Generate 5 instances selecting random method for some fields
{
'model': 'myapp.MyModel',
'number': 5,
'fields_overwrite': [
('my_int_field', lambda _, sd: sd.int(5, 10)),
]
},
# Generate 5 instances with fixed data in a field
{
'model': 'myapp.MyModel',
'number': 5,
'fields_overwrite': [
('my_int_field', 5),
]
}
]
Quick start
Follow the install and configure instructions.
With Django sampledatahelper you have 2 options to populate your database
Using SampleDataFiller
Sample data filler is a command that use the SAMPLEDATAHELPER_MODELS
setting
variable to populate your database. Example:
SAMPLEDATAHELPER_MODELS = [
# Generate 5 instances completly random
{ 'model': 'myapp.MyModel', 'number': 5, },
# Generate 5 instances selecting random method for some fields
{
'model': 'myapp.MyModel',
'number': 5,
'fields_overwrite': [
('my_int_field', lambda _, sd: sd.int(5, 10)),
]
},
# Generate 5 instances with fixed data in a field
{
'model': 'myapp.MyModel',
'number': 5,
'fields_overwrite': [
('my_int_field', 5),
]
}
]
Then you only have to run:
python manage.py sampledatafiller
Using a custom sampledata command
You can create a command to fill your models manullay to take more control.
If you have some aplications to populate, you can split your sample data generation on one command per app, or add only one command in one app thats generate everything.
The file must be in <app-module>/management/commands/<command-name>.py
can be
something like myapp/management/commands/mysampledata.py
.
The easy way to build your command is using ModelDataHelper
.
from django.core.management.base import BaseCommand
from myapp.models import MyModel
from sampledatahelper.model_helper import ModelDataHelper
from sampledatahelper.helper import SampleDataHelper
class Command(BaseCommand):
args = ''
help = 'Example data generator'
mdh = ModelDataHelper(seed=12345678901)
def handle(self, *args, **options):
print "Generating MyModel data"
# Generate 5 instances completly random
self.mdh.fill_model(MyModel, 5)
# Generate 5 instances selecting random method for some fields
self.mdh.fill_model(MyModel,
5,
my_int_field=lambda instance, sd: sd.int(5, 10))
# Generate 5 instances with fixed data in a field
self.mdh.fill_model(MyModel, 5, my_int_field=8)
You can build a more precise command using directly the SampleDataHelper
.
from django.core.management.base import BaseCommand
from myapp.models import MyModel
from sampledatahelper.helper import SampleDataHelper
class Command(BaseCommand):
args = ''
help = 'Example data generator'
sd = SampleDataHelper(seed=12345678901)
def generate_mymodel_data(self, instances):
for x in range(instances):
instance = MyModel.objects.create(
slug=self.sd.slug(2, 3),
name=self.sd.name(2, 3),
claim=self.sd.sentence(),
description=self.sd.paragraph(),
email=self.sd.email(),
photo=self.sd.image(64, 64),
is_active=self.sd.boolean(),
birth_date=self.sd.past_date(),
expected_death_date=self.sd.future_date(),
my_related_object=self.sd.db_object(MyRelatedModel)
)
def handle(self, *args, **options):
print "Generating MyModel data"
self.generate_mymodel_data(5)
To generate your sampledata, simply run the created command, for example:
python manage.py mysampledata
Documentation
Read the Docs: https://django-sample-data-helper.readthedocs.org/en/latest/
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