Add validate images and text inputs order util for processors and test_processing_utils #33285
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CI failing because of this #32406 it seems |
amyeroberts
reviewed
Sep 4, 2024
src/transformers/processing_utils.py
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| return True | ||
| elif isinstance(t[0][0], (list, tuple)): | ||
| # ... list of list of list of int (for list of list of encoded inputs) | ||
| return isinstance(t[0][0][0], int) |
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Reminder to remove the int checks in this function
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Oops, should be good now
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amyeroberts
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Sep 4, 2024
src/transformers/processing_utils.py
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| if isinstance(t, str): | ||
| # Strings are fine | ||
| return True | ||
| elif isinstance(t, (list, tuple)): | ||
| # List are fine as long as they are... | ||
| if len(t) == 0: | ||
| # ... not empty | ||
| return False | ||
| elif isinstance(t[0], str): | ||
| # ... list of strings | ||
| return True | ||
| elif isinstance(t[0], (list, tuple)): | ||
| # ... list of list of strings | ||
| return isinstance(t[0][0], str) |
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This can be re-written to be recursive
itazap
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Sep 20, 2024
…t_processing_utils (huggingface#33285) * Add validate images and test processing utils * Remove encoded text from possible inputs in tests * Removed encoded inputs as valid in processing_utils * change text input check to be recursive * change text check to all element of lists and not just the first one in recursive checks
BernardZach
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Dec 5, 2024
…t_processing_utils (huggingface#33285) * Add validate images and test processing utils * Remove encoded text from possible inputs in tests * Removed encoded inputs as valid in processing_utils * change text input check to be recursive * change text check to all element of lists and not just the first one in recursive checks
BernardZach
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Dec 6, 2024
…t_processing_utils (huggingface#33285) * Add validate images and test processing utils * Remove encoded text from possible inputs in tests * Removed encoded inputs as valid in processing_utils * change text input check to be recursive * change text check to all element of lists and not just the first one in recursive checks
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What does this PR do?
Add validate images and text inputs order util that will be used as a tool to preserve backward compatibility during the transition to uniform kwargs (#31911).
Add corresponding tests in test_processing_utils.py (didn't exist before).
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