32 lines
1.2 KiB
Python
32 lines
1.2 KiB
Python
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import sys
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import os
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# 添加src目录到Python路径
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sys.path.insert(0, os.path.join(os.path.dirname(__file__), 'src'))
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from simple_agent import SimpleSpamAnalysis
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# 测试短信
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test_messages = [
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"Free entry in 2 a wkly comp to win FA Cup final tkts 21st May 2005. Text FA to 87121 to receive entry question(std txt rate)T&C's apply 08452810075over18's",
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"Ok lar... Joking wif u oni...",
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"WINNER!! As a valued network customer you have been selected to receivea £900 prize reward! To claim call 09061701461. Claim code KL341. Valid 12 hours only."
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]
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# 初始化分析系统
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analyzer = SimpleSpamAnalysis()
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# 分析短信
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for i, message in enumerate(test_messages):
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print(f"\n=== 短信分析结果 {i+1} ===")
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result = analyzer.analyze(message)
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print(f"原始短信: {result['original_message'][:100]}...")
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print(f"中文翻译: {result['translated_message'][:100]}...")
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print(f"分类结果: {result['classification']['label']} (置信度: {result['classification']['confidence']:.2f})")
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print(f"关键词: {', '.join(result['key_words'])}")
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print(f"原因: {result['reason']}")
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print(f"建议: {result['suggestion']}")
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print(f"详细解释: {result['detailed_explanation'][:200]}...")
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