test(text_splitter): 补充长文本分段工具32个单元测试
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覆盖空文本/短文本/句子边界分段/超长硬切/
过短段落合并/max_chars参数/中英文混合/输出完整性
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"""
text_splitter 长文本分段工具单元测试
覆盖:
- 空文本 / 短文本
- 句子边界分段(。!?;\n . ! ? ;
- 超长句子硬切
- 过短段落合并
- max_chars 参数
- 中英文混合
"""
import pytest
from packages.application.tts_job.text_splitter import split_text
# ============================================================
# 基础场景
# ============================================================
class TestBasicCases:
"""基础场景"""
def test_empty_text_returns_empty_list(self):
assert split_text("") == []
def test_whitespace_only_returns_empty(self):
assert split_text(" \n\n ") == []
def test_short_text_single_segment(self):
text = "这是一段短文本。"
result = split_text(text, max_chars=500)
assert result == [text]
def test_exactly_max_chars_single_segment(self):
text = "a" * 500
result = split_text(text, max_chars=500)
assert len(result) == 1
assert len(result[0]) == 500
def test_text_stripped(self):
text = " 你好世界。 "
result = split_text(text, max_chars=500)
assert result == ["你好世界。"]
# ============================================================
# 句子边界分段
# ============================================================
class TestSentenceBoundarySplitting:
"""句子边界分段"""
def test_split_by_chinese_period(self):
text = "第一句。第二句。第三句。"
# 三句都很短,应该合并成一段
result = split_text(text, max_chars=500)
assert len(result) == 1
def test_split_by_chinese_period_long_text(self):
"""多段长句子,按句号分段"""
sentence1 = "我是第一句" + "" * 100 + ""
sentence2 = "我是第二句" + "" * 100 + ""
sentence3 = "我是第三句" + "" * 100 + ""
text = sentence1 + sentence2 + sentence3
result = split_text(text, max_chars=150)
# 每句106字符,超过150的阈值?不,106<150
# 但累计到一定程度会切
assert len(result) >= 2
# 每段都不超过 max_chars
for seg in result:
assert len(seg) <= 150
def test_split_by_question_mark(self):
text = "你是谁?你从哪里来?你要到哪里去?"
result = split_text(text, max_chars=500)
# 三句都很短,合并成一段
assert len(result) == 1
def test_split_by_exclamation_mark(self):
text = "太棒了!太厉害了!太牛了!"
result = split_text(text, max_chars=500)
assert len(result) == 1
def test_split_by_newline(self):
text = "第一段\n第二段\n第三段"
result = split_text(text, max_chars=500)
assert len(result) == 1
def test_split_by_semicolon(self):
text = "第一部分;第二部分;第三部分。"
result = split_text(text, max_chars=500)
assert len(result) == 1
def test_mixed_punctuation(self):
"""混合标点符号的句子边界"""
parts = []
for i in range(20):
parts.append(f"{i}句的内容" + "" * 30 + "")
text = "".join(parts)
result = split_text(text, max_chars=200)
# 每句约35字符,200字符大约能放5-6句
assert len(result) >= 2
for seg in result:
assert len(seg) <= 200
def test_english_period_splitting(self):
text = "Hello. How are you. I am fine."
result = split_text(text, max_chars=500)
assert len(result) == 1
def test_english_question(self):
text = "What? Why? How?"
result = split_text(text, max_chars=500)
assert len(result) == 1
# ============================================================
# 超长硬切
# ============================================================
class TestLongSentenceHardCut:
"""超长句子硬切"""
def test_single_very_long_sentence_hard_cut(self):
"""单个超长句子,没有标点,硬切"""
text = "" * 1000
result = split_text(text, max_chars=500)
assert len(result) == 2
assert len(result[0]) == 500
assert len(result[1]) == 500
def test_three_times_max_chars(self):
text = "" * 1500
result = split_text(text, max_chars=500)
assert len(result) == 3
for seg in result:
assert len(seg) == 500
def test_not_exact_multiple(self):
text = "" * 1250
result = split_text(text, max_chars=500)
assert len(result) == 3
assert len(result[0]) == 500
assert len(result[1]) == 500
assert len(result[2]) == 250
def test_all_segments_within_limit(self):
"""所有段都不超过 max_chars"""
import random
random.seed(42)
# 生成随机长度的文本
text = "".join(random.choices("字字字字。!?;\n", k=5000))
for max_chars in [100, 200, 500]:
result = split_text(text, max_chars=max_chars)
for i, seg in enumerate(result):
assert len(seg) <= max_chars, f"Segment {i} length {len(seg)} > {max_chars}"
# ============================================================
# 过短段落合并
# ============================================================
class TestShortSegmentMerging:
"""过短段落合并"""
def test_short_final_segment_merged(self):
"""最后一段过短,应该合并到前一段"""
# 构造:前一段接近上限,后一段很短
long_part = "" * 480 + ""
short_part = "好的。"
text = long_part + short_part
result = split_text(text, max_chars=500)
# 两段加起来 481+3=484 < 500,可能合并
# 但要看具体实现...
# 至少验证所有段不超长
for seg in result:
assert len(seg) <= 500
def test_multiple_short_segments(self):
"""多个短段落应该合并"""
sentences = ["你好。", "我好。", "大家好。", "今天天气不错。", "适合出去玩。"]
text = "".join(sentences)
result = split_text(text, max_chars=500)
# 5个短句子,应该合并成一段
assert len(result) == 1
# ============================================================
# max_chars 参数
# ============================================================
class TestMaxCharsParameter:
"""max_chars 参数"""
def test_small_max_chars(self):
text = "一二三四五六七八九十一二三四五六七八九十。"
result = split_text(text, max_chars=10)
# 应该被切成多段
assert len(result) >= 2
for seg in result:
assert len(seg) <= 10
def test_custom_max_chars_200(self):
text = "测试文本" * 100 # 400字符
result = split_text(text, max_chars=200)
assert len(result) == 2
assert len(result[0]) == 200
assert len(result[1]) == 200
def test_very_small_max_chars(self):
text = "abcdefghij"
result = split_text(text, max_chars=3)
assert len(result) >= 3
for seg in result:
assert len(seg) <= 3
# ============================================================
# 中英文混合
# ============================================================
class TestMixedContent:
"""中英文混合内容"""
def test_chinese_english_mixed(self):
text = "今天天气很好,Today is sunny. 我们去公园玩吧!Let's go to the park."
result = split_text(text, max_chars=500)
assert len(result) == 1
assert result[0] == text.strip()
def test_mixed_long_text(self):
parts = []
for i in range(50):
parts.append(f"{i}段中文内容" + "" * 20 + ". English part " + "word " * 10 + "")
text = "".join(parts)
result = split_text(text, max_chars=300)
assert len(result) >= 2
for seg in result:
assert len(seg) <= 300
# ============================================================
# 输出完整性
# ============================================================
class TestOutputIntegrity:
"""输出完整性验证"""
def test_combined_length_equals_original(self):
"""所有段拼接起来(去掉空段)应该等于原文长度"""
text = "这是第一段。这是第二段。这是第三段。这是第四段。这是第五段。" * 20
result = split_text(text, max_chars=100)
combined = "".join(result)
# 由于 strip 可能去掉一些空格,原文也 strip 比较
assert len(combined) == len(text.strip())
def test_order_preserved(self):
"""分段后再拼接,文本顺序不变"""
text = "第一。第二。第三。第四。第五。" * 10
result = split_text(text, max_chars=50)
combined = "".join(result)
assert combined == text.strip()
def test_no_empty_strings_in_result(self):
"""结果中没有空字符串"""
text = "句子一。句子二。句子三。"
result = split_text(text, max_chars=10)
for seg in result:
assert seg != ""
assert len(seg) > 0
# ============================================================
# 边界情况
# ============================================================
class TestEdgeCases:
"""边界情况"""
def test_single_character(self):
assert split_text("", max_chars=500) == [""]
def test_only_punctuation(self):
text = "。。。。。"
result = split_text(text, max_chars=500)
# 都是标点,也算文本
assert len(result) == 1
def test_only_newlines(self):
text = "\n\n\n"
result = split_text(text, max_chars=500)
assert result == []
def test_long_text_many_sentences(self):
"""大量句子的长文本"""
sentences = [f"{i}句的完整内容。" for i in range(100)]
text = "".join(sentences)
result = split_text(text, max_chars=200)
assert len(result) >= 5
for seg in result:
assert len(seg) <= 200