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Original file line number | Diff line number | Diff line change |
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@@ -7,6 +7,7 @@ | |
# ctest --verbose -R test_text2token_py | ||
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import unittest | ||
from pathlib import Path | ||
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import sherpa_onnx | ||
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@@ -18,12 +19,23 @@ | |
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class TestText2Token(unittest.TestCase): | ||
def test_bpe(self): | ||
tokens = f"{d}/text2token/tokens_en.txt" | ||
bpe_model = f"{d}/text2token/bpe_en.model" | ||
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if not Path(tokens).is_file() or not Path(bpe_model).is_file(): | ||
print( | ||
f"No test data found, skipping test_bpe().\n" | ||
f"You can download the test data by: \n" | ||
f"git clone [email protected]:pkufool/sherpa-test-data.git /tmp/sherpa-test-data" | ||
) | ||
return | ||
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texts = ["HELLO WORLD", "I LOVE YOU"] | ||
encoded_texts = sherpa_onnx.text2token( | ||
texts, | ||
tokens=f"{d}/text2token/tokens_en.txt", | ||
tokens=tokens, | ||
tokens_type="bpe", | ||
bpe_model=f"{d}/text2token/bpe_en.model", | ||
bpe_model=bpe_model, | ||
) | ||
assert encoded_texts == [ | ||
["▁HE", "LL", "O", "▁WORLD"], | ||
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@@ -32,25 +44,35 @@ def test_bpe(self): | |
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encoded_ids = sherpa_onnx.text2token( | ||
texts, | ||
tokens=f"{d}/text2token/tokens_en.txt", | ||
tokens=tokens, | ||
tokens_type="bpe", | ||
bpe_model=f"{d}/text2token/bpe_en.model", | ||
bpe_model=bpe_model, | ||
output_ids=True, | ||
) | ||
assert encoded_ids == [[22, 58, 24, 425], [19, 370, 47]], encoded_ids | ||
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def test_cjkchar(self): | ||
tokens = f"{d}/text2token/tokens_cn.txt" | ||
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if not Path(tokens).is_file(): | ||
print( | ||
f"No test data found, skipping test_cjkchar().\n" | ||
f"You can download the test data by: \n" | ||
f"git clone [email protected]:pkufool/sherpa-test-data.git /tmp/sherpa-test-data" | ||
) | ||
return | ||
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texts = ["世界人民大团结", "中国 VS 美国"] | ||
encoded_texts = sherpa_onnx.text2token( | ||
texts, tokens=f"{d}/text2token/tokens_cn.txt", tokens_type="cjkchar" | ||
texts, tokens=tokens, tokens_type="cjkchar" | ||
) | ||
assert encoded_texts == [ | ||
["世", "界", "人", "民", "大", "团", "结"], | ||
["中", "国", "V", "S", "美", "国"], | ||
], encoded_texts | ||
encoded_ids = sherpa_onnx.text2token( | ||
texts, | ||
tokens=f"{d}/text2token/tokens_cn.txt", | ||
tokens=tokens, | ||
tokens_type="cjkchar", | ||
output_ids=True, | ||
) | ||
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@@ -60,22 +82,33 @@ def test_cjkchar(self): | |
], encoded_ids | ||
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def test_cjkchar_bpe(self): | ||
tokens = f"{d}/text2token/tokens_mix.txt" | ||
bpe_model = f"{d}/text2token/bpe_mix.model" | ||
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if not Path(tokens).is_file() or not Path(bpe_model).is_file(): | ||
print( | ||
f"No test data found, skipping test_cjkchar_bpe().\n" | ||
f"You can download the test data by: \n" | ||
f"git clone [email protected]:pkufool/sherpa-test-data.git /tmp/sherpa-test-data" | ||
) | ||
return | ||
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texts = ["世界人民 GOES TOGETHER", "中国 GOES WITH 美国"] | ||
encoded_texts = sherpa_onnx.text2token( | ||
texts, | ||
tokens=f"{d}/text2token/tokens_mix.txt", | ||
tokens=tokens, | ||
tokens_type="cjkchar+bpe", | ||
bpe_model=f"{d}/text2token/bpe_mix.model", | ||
bpe_model=bpe_model, | ||
) | ||
assert encoded_texts == [ | ||
["世", "界", "人", "民", "▁GO", "ES", "▁TOGETHER"], | ||
["中", "国", "▁GO", "ES", "▁WITH", "美", "国"], | ||
], encoded_texts | ||
encoded_ids = sherpa_onnx.text2token( | ||
texts, | ||
tokens=f"{d}/text2token/tokens_mix.txt", | ||
tokens=tokens, | ||
tokens_type="cjkchar+bpe", | ||
bpe_model=f"{d}/text2token/bpe_mix.model", | ||
bpe_model=bpe_model, | ||
output_ids=True, | ||
) | ||
assert encoded_ids == [ | ||
|