Unit Testing a Django Form with a FileField

I have a form like:

#forms.py
from django import forms

class MyForm(forms.Form):
    title = forms.CharField()
    file = forms.FileField()


#tests.py
from django.test import TestCase
from forms import MyForm

class FormTestCase(TestCase)
    def test_form(self):
        upload_file = open('path/to/file', 'r')
        post_dict = {'title': 'Test Title'}
        file_dict = {} #??????
        form = MyForm(post_dict, file_dict)
        self.assertTrue(form.is_valid())

How do I construct the file_dict to pass upload_file to the form?

So far I have found this way that works

from django.core.files.uploadedfile import SimpleUploadedFile
 ...
def test_form(self):
        upload_file = open('path/to/file', 'rb')
        post_dict = {'title': 'Test Title'}
        file_dict = {'file': SimpleUploadedFile(upload_file.name, upload_file.read())}
        form = MyForm(post_dict, file_dict)
        self.assertTrue(form.is_valid())

May be this is not quite correct, but I'm creating image file in unit test using StringIO:

imgfile = StringIO('GIF87a\x01\x00\x01\x00\x80\x01\x00\x00\x00\x00ccc,\x00'
                     '\x00\x00\x00\x01\x00\x01\x00\x00\x02\x02D\x01\x00;')
imgfile.name = 'test_img_file.gif'

response = self.client.post(url, {'file': imgfile})

Here's another way that doesn't require you to use an actual image.

EDIT: Updated for Python 3.

from PIL import Image
from io import BytesIO # Python 2: from StringIO import StringIO
from django.core.files.uploadedfile import InMemoryUploadedFile

...

def test_form(self):
    im = Image.new(mode='RGB', size=(200, 200)) # create a new image using PIL
    im_io = BytesIO() # a BytesIO object for saving image
    im.save(im_io, 'JPEG') # save the image to im_io
    im_io.seek(0) # seek to the beginning

    image = InMemoryUploadedFile(
        im_io, None, 'random-name.jpg', 'image/jpeg', len(im_io.getvalue()), None
    )

    post_dict = {'title': 'Test Title'}
    file_dict = {'picture': image}

    form = MyForm(data=post_dict, files=file_dict)