|
| 1 | +""" |
| 2 | +Pydantic models for API requests and responses. |
| 3 | +""" |
| 4 | +from pydantic import BaseModel |
| 5 | +from typing import Dict, List, Optional, Any |
| 6 | + |
| 7 | + |
| 8 | +class Message(BaseModel): |
| 9 | + """WebSocket message model.""" |
| 10 | + content: str |
| 11 | + role: str = "user" |
| 12 | + |
| 13 | + |
| 14 | +class Question(BaseModel): |
| 15 | + """Question model for paper analysis.""" |
| 16 | + question: str |
| 17 | + |
| 18 | + |
| 19 | +class AnalysisRequest(BaseModel): |
| 20 | + """Request model for paper analysis.""" |
| 21 | + pmid: str |
| 22 | + |
| 23 | + |
| 24 | +class BatchAnalysisRequest(BaseModel): |
| 25 | + """Request model for batch analysis.""" |
| 26 | + pmids: List[str] |
| 27 | + page: int = 1 |
| 28 | + page_size: int = 20 |
| 29 | + |
| 30 | + |
| 31 | +class EnhancedBatchAnalysisRequest(BaseModel): |
| 32 | + """Request model for enhanced batch analysis.""" |
| 33 | + pmids: List[str] |
| 34 | + max_concurrent: int = 5 |
| 35 | + |
| 36 | + |
| 37 | +class CacheSearchRequest(BaseModel): |
| 38 | + """Request model for cache search.""" |
| 39 | + query: str |
| 40 | + search_type: str = "all" |
| 41 | + |
| 42 | + |
| 43 | +class HealthResponse(BaseModel): |
| 44 | + """Health check response model.""" |
| 45 | + status: str |
| 46 | + timestamp: str |
| 47 | + version: str |
| 48 | + |
| 49 | + |
| 50 | +class ConfigResponse(BaseModel): |
| 51 | + """Configuration response model.""" |
| 52 | + available_models: List[str] |
| 53 | + default_model: str |
| 54 | + frontend_timeout: int |
| 55 | + gemini_timeout: int |
| 56 | + analysis_timeout: int |
| 57 | + api_timeout: int |
| 58 | + |
| 59 | + |
| 60 | +class MetricsResponse(BaseModel): |
| 61 | + """Metrics response model.""" |
| 62 | + total_requests: int |
| 63 | + successful_requests: int |
| 64 | + failed_requests: int |
| 65 | + average_response_time: float |
| 66 | + cache_hit_rate: float |
| 67 | + memory_usage: Dict[str, Any] |
| 68 | + |
| 69 | + |
| 70 | +class CacheStatsResponse(BaseModel): |
| 71 | + """Cache statistics response model.""" |
| 72 | + total_entries: int |
| 73 | + analysis_cache_entries: int |
| 74 | + metadata_cache_entries: int |
| 75 | + fulltext_cache_entries: int |
| 76 | + cache_size_mb: float |
| 77 | + oldest_entry: Optional[str] |
| 78 | + newest_entry: Optional[str] |
| 79 | + |
| 80 | + |
| 81 | +class FieldAnalysis(BaseModel): |
| 82 | + """Individual field analysis result.""" |
| 83 | + status: str # PRESENT, PARTIALLY_PRESENT, ABSENT |
| 84 | + value: Optional[str] |
| 85 | + confidence: float |
| 86 | + reason_if_missing: Optional[str] |
| 87 | + suggestions: Optional[str] |
| 88 | + |
| 89 | + |
| 90 | +class PaperAnalysisResult(BaseModel): |
| 91 | + """Complete paper analysis result.""" |
| 92 | + pmid: str |
| 93 | + title: Optional[str] |
| 94 | + authors: Optional[List[str]] |
| 95 | + journal: Optional[str] |
| 96 | + publication_date: Optional[str] |
| 97 | + fields: Dict[str, FieldAnalysis] |
| 98 | + curation_summary: str |
| 99 | + analysis_timestamp: str |
| 100 | + processing_time: float |
| 101 | + model_used: str |
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