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from completions import calculate_log_probabilities, load_model, tokenize, split_into_words
model, tokenizer, device = load_model()
def test_text_to_words():
text = """Hello
world!"""
token_probs = calculate_log_probabilities(model, tokenizer, tokenize(text, tokenizer, device))
words = split_into_words(token_probs, tokenizer)
expected_words = ["Hello", "\n", "world", "!"]
assert [w.text for w in words] == expected_words
def test_multiline():
text = """// Context: C code from an image manipulation library.
for (int y = 0; y < HEIGHT; y++) {
for (int x = 0; x < WIDTH; x++) {
buf[y * HEIGHT + x] = 0;
}
}"""
tokenized = tokenize(text, tokenizer, device)
print(tokenized)
token_probs = calculate_log_probabilities(model, tokenizer, tokenized)
words = split_into_words(token_probs, tokenizer)
print("---", [w.text for w in words])
expected_words = ["//", " Context", ":", " C", " code", " from", " an", " image", " manipulation", " library", ".\n",
"for", " (", "int", " y", " =", " ", "0", ";", " y", " <", " HEIGHT", ";", " y", "++)", " {\n",
" ", " for", " (", "int", " x", " =", " ", "0", ";", " x", " <", " WIDTH", ";", " x", "++)", " {\n",
" ", " buf", "[y", " *", " HEIGHT", " +", " x", "]", " =", " ", "0", ";\n",
" ", " }\n",
"}"]
assert [w.text for w in words] == expected_words
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