184 lines
6.5 KiB
Python
184 lines
6.5 KiB
Python
import logging
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import unittest
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import sys
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import os
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sys.path.insert(1, os.path.join(sys.path[0], ".."))
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from ppp import PromptPostProcessor # pylint: disable=import-error
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from ppp_logging import PromptPostProcessorLogFactory
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class TestPromptPostProcessor(unittest.TestCase):
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def setUp(self):
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lf = PromptPostProcessorLogFactory()
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self.__log = lf.log
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self.__log.setLevel(logging.DEBUG)
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self.defppp = PromptPostProcessor(self.__log, separator=", ", ignore_repeats=True, join_attention=True, cleanup=True)
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def process(
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self,
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prompt,
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negative_prompt,
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expected_prompt,
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expected_negative_prompt,
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ppp=None,
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):
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the_obj = self.defppp if ppp is None else ppp
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result_prompt, result_negative_prompt = the_obj.process_prompt(prompt, negative_prompt)
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self.assertEqual(result_prompt, expected_prompt, f"Prompt should be '{expected_prompt}'")
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self.assertEqual(
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result_negative_prompt,
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expected_negative_prompt,
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f"Negative Prompt should be '{expected_negative_prompt}'",
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)
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def test_tag_default(self):
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self.process(
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"flowers<!red!>",
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"normal quality, worse quality",
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"flowers",
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"red, normal quality, worse quality",
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)
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def test_tag_start(self):
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self.process(
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"flowers<!!s!red!>",
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"normal quality, worse quality",
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"flowers",
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"red, normal quality, worse quality",
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)
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def test_tag_end(self):
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self.process(
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"flowers<!!e!red!>",
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"normal quality, worse quality",
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"flowers",
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"normal quality, worse quality, red",
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)
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def test_tag_insertion_mid_sep(self):
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self.process(
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"flowers<!!p0!red!>",
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"normal quality, <!!i0!!>, worse quality",
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"flowers",
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"normal quality, red, worse quality",
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)
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def test_tag_insertion_mid_no_sep(self):
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self.process(
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"flowers<!!p0!red!>",
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"normal quality<!!i0!!>worse quality",
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"flowers",
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"normal quality, red, worse quality",
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)
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def test_tag_insertion_start_sep(self):
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self.process(
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"flowers<!!p0!red!>",
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"<!!i0!!>, normal quality, worse quality",
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"flowers",
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"red, normal quality, worse quality",
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)
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def test_tag_insertion_start_no_sep(self):
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self.process(
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"flowers<!!p0!red!>",
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"<!!i0!!>normal quality, worse quality",
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"flowers",
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"red, normal quality, worse quality",
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)
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def test_tag_insertion_end_sep(self):
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self.process(
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"flowers<!!p0!red!>",
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"normal quality, worse quality, <!!i0!!>",
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"flowers",
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"normal quality, worse quality, red",
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)
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def test_tag_insertion_end_no_sep(self):
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self.process(
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"flowers<!!p0!red!>",
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"normal quality, worse quality<!!i0!!>",
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"flowers",
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"normal quality, worse quality, red",
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)
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def test_complex(self):
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self.process(
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"<!red!> (<!!s!pink!>), flowers <!!e!purple!>, <!!e!blue!>, <!!p0!yellow!> <!!p1!green!>",
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"normal quality, <!!i0!!>, bad quality<!!i1!!>, worse quality",
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"flowers",
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"red, (pink), normal quality, yellow, bad quality, green, worse quality, purple, blue",
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)
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def test_complex_no_cleanup(self):
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self.process(
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"<!red!> (<!!s!pink!>), flowers <!!e!purple!>, <!!e!blue!>, <!!p0!yellow!> <!!p1!green!>",
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"normal quality, <!!i0!!>, bad quality<!!i1!!>, worse quality",
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" (), flowers , , ",
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"red, (pink), normal quality, yellow, bad quality, green, worse quality, purple, blue",
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PromptPostProcessor(self.__log, separator=", ", ignore_repeats=True, join_attention=True, cleanup=False),
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)
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def test_inside_attention1(self):
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self.process(
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"[<!neg1!>] this is a ((test<!!e!neg2!>) (test:2.0): 1.5 )",
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"normal quality",
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"this is a ((test) (test:2.0): 1.5 )",
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"[neg1], normal quality, (neg2:1.65)",
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)
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def test_inside_attention2(self):
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self.process(
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"(red<![square]!>:1.5)",
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"",
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"(red:1.5)",
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"([square]:1.5)",
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)
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def test_inside_alternation1(self):
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self.process(
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"this is a (([complex|simple<!neg1!>|regular] test)(test:2.0):1.5)",
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"normal quality",
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"this is a (([complex|simple|regular] test)(test:2.0):1.5)",
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"([|neg1|]:1.65), normal quality",
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)
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def test_inside_alternation2(self):
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self.process(
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"this is a (([complex<!neg1!>|simple<!neg2!>|regular<!neg3!>] test)(test:2.0):1.5)",
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"normal quality",
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"this is a (([complex|simple|regular] test)(test:2.0):1.5)",
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"([neg1||]:1.65), ([|neg2|]:1.65), ([||neg3]:1.65), normal quality",
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)
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def test_inside_alternation3(self):
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self.process(
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"this is a (([complex<!neg1!>[one|two<!neg12!>||three|four(<!neg14!>)]|simple<!neg2!>|regular<!neg3!>] test)(test:2.0):1.5)",
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"normal quality",
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"this is a (([complex[one|two||three|four]|simple|regular] test)(test:2.0):1.5)",
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"([neg1||]:1.65), ([[|neg12|||]||]:1.65), ([[||||(neg14)]||]:1.65), ([|neg2|]:1.65), ([||neg3]:1.65), normal quality",
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)
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def test_inside_scheduling(self):
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self.process(
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"this is [abc<!neg1!>:def<!!e!neg2!>: 5 ]",
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"normal quality",
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"this is [abc:def: 5 ]",
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"[neg1::5], normal quality, [neg2:5]",
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)
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def test_complex_features(self):
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self.process(
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"[<!neg5!>] this is: a (([complex|simple<!neg6!>|regular] test<!neg1!>)(test:2.0):1.5) \nBREAK with [abc<!neg4!>:def<!!p0!neg2(neg3:1.6)!>:5] <lora:xxx:1>",
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"normal quality, <!!i0!!>",
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"this is: a (([complex|simple|regular] test)(test:2.0):1.5) \nBREAK with [abc:def:5] <lora:xxx:1>",
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"[neg5], ([|neg6|]:1.65), (neg1:1.65), [neg4::5], normal quality, [neg2(neg3:1.6):5]",
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)
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if __name__ == "__main__":
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unittest.main()
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