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app/schemas/analytics.py

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+from __future__ import annotations
+
+from datetime import datetime
+
+from pydantic import BaseModel
+
+
+class AnalyticsRequest(BaseModel):
+    device_id: str | None = None
+    analysis_type: str = "telemetry_summary"
+    start: datetime
+    end: datetime
+    parameters: dict = {}
+
+
+class AnalyticsResultRead(BaseModel):
+    id: str
+    analysis_type: str
+    device_id: str | None
+    result: dict
+    parameters: dict
+    period_start: datetime | None
+    period_end: datetime | None
+    created_at: datetime
+
+
+class ReportResponse(BaseModel):
+    report_id: str
+    device_id: str
+    status: dict
+    trends: dict
+    created_at: datetime
+
+
+class TelemetryAggregateResponse(BaseModel):
+    device_id: str
+    records: list[dict]
+    count: int