EveryDream2trainer/test/test_image_train_item.py

71 lines
2.7 KiB
Python

import unittest
import os
import pathlib
import PIL.Image as Image
from data.image_train_item import ImageCaption, ImageTrainItem
DATA_PATH = pathlib.Path('./test/data')
class TestImageCaption(unittest.TestCase):
def setUp(self) -> None:
with open(DATA_PATH / "test1.txt", encoding='utf-8', mode='w') as f:
f.write("caption for test1")
Image.new("RGB", (512,512)).save(DATA_PATH / "test1.jpg")
Image.new("RGB", (512,512)).save(DATA_PATH / "test2.jpg")
with open(DATA_PATH / "test_caption.caption", encoding='utf-8', mode='w') as f:
f.write("caption for test2")
return super().setUp()
def tearDown(self) -> None:
for file in DATA_PATH.glob("test*"):
file.unlink()
return super().tearDown()
def test_constructor(self):
caption = ImageCaption("hello world", 1.0, ["one", "two", "three"], [1.0]*3, 2048, False)
self.assertEqual(caption.get_caption(), "hello world, one, two, three")
caption = ImageCaption("hello world", 1.0, [], [], 2048, False)
self.assertEqual(caption.get_caption(), "hello world")
def test_parse(self):
caption = ImageCaption.parse("hello world, one, two, three")
self.assertEqual(caption.get_caption(), "hello world, one, two, three")
def test_from_file_name(self):
caption = ImageCaption.from_file_name("foo bar_1_2_3.jpg")
self.assertEqual(caption.get_caption(), "foo bar")
def test_from_text_file(self):
caption = ImageCaption.from_text_file("test/data/test1.txt")
self.assertEqual(caption.get_caption(), "caption for test1")
def test_from_file(self):
caption = ImageCaption.from_file("test/data/test1.txt")
self.assertEqual(caption.get_caption(), "caption for test1")
caption = ImageCaption.from_file("test/data/test_caption.caption")
self.assertEqual(caption.get_caption(), "caption for test2")
def test_resolve(self):
caption = ImageCaption.resolve("test/data/test1.txt")
self.assertEqual(caption.get_caption(), "caption for test1")
caption = ImageCaption.resolve("test/data/test_caption.caption")
self.assertEqual(caption.get_caption(), "caption for test2")
caption = ImageCaption.resolve("hello world")
self.assertEqual(caption.get_caption(), "hello world")
caption = ImageCaption.resolve("test/data/test1.jpg")
self.assertEqual(caption.get_caption(), "caption for test1")
caption = ImageCaption.resolve("test/data/test2.jpg")
self.assertEqual(caption.get_caption(), "test2")