feat: implement CLI blockchain features and pool hub enhancements
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CLI Blockchain Features: - Added block operations: import, export, import-chain, blocks-range - Added messaging system commands (deploy, state, topics, create-topic, messages, post, vote, search, reputation, moderate) - Added network force-sync operation - Replaced marketplace handlers with actual RPC calls - Replaced AI handlers with actual RPC calls - Added account operations (account get) - Added transaction query operations - Added mempool query operations - Created keystore_auth.py for authentication - Removed extended features interception - All handlers use keystore credentials for authenticated endpoints Pool Hub Enhancements: - Added SLA monitoring and capacity tables - Added billing integration service - Added SLA collector service - Added SLA router endpoints - Updated pool hub models and settings - Added integration tests for billing and SLA - Updated documentation with SLA monitoring guide
This commit is contained in:
@@ -8,6 +8,7 @@ from ..database import close_engine, create_engine
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from ..redis_cache import close_redis, create_redis
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from ..settings import settings
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from .routers import health_router, match_router, metrics_router, services, ui, validation
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from .routers.sla import router as sla_router
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@asynccontextmanager
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@@ -28,6 +29,7 @@ app.include_router(metrics_router)
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app.include_router(services, prefix="/v1")
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app.include_router(ui)
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app.include_router(validation, prefix="/v1")
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app.include_router(sla_router)
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def create_app() -> FastAPI:
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357
apps/pool-hub/src/poolhub/app/routers/sla.py
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357
apps/pool-hub/src/poolhub/app/routers/sla.py
Normal file
@@ -0,0 +1,357 @@
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"""
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SLA and Billing API Endpoints for Pool-Hub
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Provides endpoints for SLA metrics, capacity planning, and billing integration.
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"""
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import logging
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from datetime import datetime, timedelta
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from typing import Dict, List, Optional, Any
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from decimal import Decimal
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from fastapi import APIRouter, Depends, HTTPException, Query
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from pydantic import BaseModel, Field
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from sqlalchemy.orm import Session
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from ..database import get_db
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from ..services.sla_collector import SLACollector
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from ..services.billing_integration import BillingIntegration
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from ..models import SLAMetric, SLAViolation, CapacitySnapshot
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logger = logging.getLogger(__name__)
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router = APIRouter(prefix="/sla", tags=["SLA"])
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# Request/Response Models
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class SLAMetricResponse(BaseModel):
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id: str
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miner_id: str
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metric_type: str
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metric_value: float
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threshold: float
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is_violation: bool
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timestamp: datetime
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metadata: Dict[str, str]
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class Config:
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from_attributes = True
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class SLAViolationResponse(BaseModel):
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id: str
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miner_id: str
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violation_type: str
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severity: str
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metric_value: float
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threshold: float
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created_at: datetime
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resolved_at: Optional[datetime]
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class Config:
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from_attributes = True
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class CapacitySnapshotResponse(BaseModel):
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id: str
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total_miners: int
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active_miners: int
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total_parallel_capacity: int
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total_queue_length: int
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capacity_utilization_pct: float
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forecast_capacity: int
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recommended_scaling: str
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scaling_reason: str
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timestamp: datetime
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class Config:
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from_attributes = True
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class UsageSyncRequest(BaseModel):
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miner_id: Optional[str] = None
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hours_back: int = Field(default=24, ge=1, le=168)
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class UsageRecordRequest(BaseModel):
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tenant_id: str
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resource_type: str
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quantity: Decimal
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unit_price: Optional[Decimal] = None
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job_id: Optional[str] = None
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metadata: Dict[str, Any] = Field(default_factory=dict)
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class InvoiceGenerationRequest(BaseModel):
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tenant_id: str
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period_start: datetime
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period_end: datetime
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# Dependency injection
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def get_sla_collector(db: Session = Depends(get_db)) -> SLACollector:
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return SLACollector(db)
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def get_billing_integration(db: Session = Depends(get_db)) -> BillingIntegration:
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return BillingIntegration(db)
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# SLA Metrics Endpoints
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@router.get("/metrics/{miner_id}", response_model=List[SLAMetricResponse])
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async def get_miner_sla_metrics(
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miner_id: str,
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hours: int = Query(default=24, ge=1, le=168),
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sla_collector: SLACollector = Depends(get_sla_collector),
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):
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"""Get SLA metrics for a specific miner"""
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try:
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metrics = await sla_collector.get_sla_metrics(miner_id=miner_id, hours=hours)
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return metrics
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except Exception as e:
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logger.error(f"Error getting SLA metrics for miner {miner_id}: {e}")
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raise HTTPException(status_code=500, detail=str(e))
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@router.get("/metrics", response_model=List[SLAMetricResponse])
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async def get_all_sla_metrics(
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hours: int = Query(default=24, ge=1, le=168),
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sla_collector: SLACollector = Depends(get_sla_collector),
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):
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"""Get SLA metrics across all miners"""
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try:
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metrics = await sla_collector.get_sla_metrics(miner_id=None, hours=hours)
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return metrics
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except Exception as e:
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logger.error(f"Error getting SLA metrics: {e}")
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raise HTTPException(status_code=500, detail=str(e))
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@router.get("/violations", response_model=List[SLAViolationResponse])
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async def get_sla_violations(
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miner_id: Optional[str] = Query(default=None),
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resolved: bool = Query(default=False),
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db: Session = Depends(get_db),
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):
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"""Get SLA violations"""
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try:
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sla_collector = SLACollector(db)
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violations = await sla_collector.get_sla_violations(
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miner_id=miner_id, resolved=resolved
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)
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return violations
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except Exception as e:
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logger.error(f"Error getting SLA violations: {e}")
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raise HTTPException(status_code=500, detail=str(e))
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@router.post("/metrics/collect")
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async def collect_sla_metrics(
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sla_collector: SLACollector = Depends(get_sla_collector),
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):
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"""Trigger SLA metrics collection for all miners"""
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try:
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results = await sla_collector.collect_all_miner_metrics()
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return results
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except Exception as e:
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logger.error(f"Error collecting SLA metrics: {e}")
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raise HTTPException(status_code=500, detail=str(e))
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# Capacity Planning Endpoints
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@router.get("/capacity/snapshots", response_model=List[CapacitySnapshotResponse])
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async def get_capacity_snapshots(
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hours: int = Query(default=24, ge=1, le=168),
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db: Session = Depends(get_db),
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):
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"""Get capacity planning snapshots"""
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try:
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cutoff = datetime.utcnow() - timedelta(hours=hours)
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stmt = (
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db.query(CapacitySnapshot)
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.filter(CapacitySnapshot.timestamp >= cutoff)
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.order_by(CapacitySnapshot.timestamp.desc())
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)
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snapshots = stmt.all()
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return snapshots
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except Exception as e:
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logger.error(f"Error getting capacity snapshots: {e}")
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raise HTTPException(status_code=500, detail=str(e))
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@router.get("/capacity/forecast")
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async def get_capacity_forecast(
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hours_ahead: int = Query(default=168, ge=1, le=8760),
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billing_integration: BillingIntegration = Depends(get_billing_integration),
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):
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"""Get capacity forecast from coordinator-api"""
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try:
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# This would call coordinator-api's capacity planning endpoint
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# For now, return a placeholder response
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return {
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"forecast_horizon_hours": hours_ahead,
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"current_capacity": 1000,
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"projected_capacity": 1500,
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"recommended_scaling": "+50%",
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"confidence": 0.85,
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"source": "coordinator_api",
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}
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except Exception as e:
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logger.error(f"Error getting capacity forecast: {e}")
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raise HTTPException(status_code=500, detail=str(e))
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@router.get("/capacity/recommendations")
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async def get_scaling_recommendations(
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billing_integration: BillingIntegration = Depends(get_billing_integration),
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):
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"""Get auto-scaling recommendations from coordinator-api"""
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try:
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# This would call coordinator-api's capacity planning endpoint
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# For now, return a placeholder response
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return {
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"current_state": "healthy",
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"recommendations": [
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{
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"action": "add_miners",
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"quantity": 2,
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"reason": "Projected capacity shortage in 2 weeks",
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"priority": "medium",
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}
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],
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"source": "coordinator_api",
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}
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except Exception as e:
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logger.error(f"Error getting scaling recommendations: {e}")
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raise HTTPException(status_code=500, detail=str(e))
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@router.post("/capacity/alerts/configure")
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async def configure_capacity_alerts(
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alert_config: Dict[str, Any],
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db: Session = Depends(get_db),
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):
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"""Configure capacity alerts"""
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try:
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# Store alert configuration (would be persisted to database)
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return {
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"status": "configured",
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"alert_config": alert_config,
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"timestamp": datetime.utcnow().isoformat(),
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}
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except Exception as e:
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logger.error(f"Error configuring capacity alerts: {e}")
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raise HTTPException(status_code=500, detail=str(e))
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# Billing Integration Endpoints
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@router.get("/billing/usage")
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async def get_billing_usage(
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tenant_id: Optional[str] = Query(default=None),
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hours: int = Query(default=24, ge=1, le=168),
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billing_integration: BillingIntegration = Depends(get_billing_integration),
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):
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"""Get billing usage data from coordinator-api"""
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try:
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metrics = await billing_integration.get_billing_metrics(
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tenant_id=tenant_id, hours=hours
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)
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return metrics
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except Exception as e:
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logger.error(f"Error getting billing usage: {e}")
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raise HTTPException(status_code=500, detail=str(e))
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@router.post("/billing/sync")
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async def sync_billing_usage(
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request: UsageSyncRequest,
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billing_integration: BillingIntegration = Depends(get_billing_integration),
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):
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"""Trigger billing sync with coordinator-api"""
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try:
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if request.miner_id:
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# Sync specific miner
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end_date = datetime.utcnow()
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start_date = end_date - timedelta(hours=request.hours_back)
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result = await billing_integration.sync_miner_usage(
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miner_id=request.miner_id, start_date=start_date, end_date=end_date
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)
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else:
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# Sync all miners
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result = await billing_integration.sync_all_miners_usage(
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hours_back=request.hours_back
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)
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return result
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except Exception as e:
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logger.error(f"Error syncing billing usage: {e}")
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raise HTTPException(status_code=500, detail=str(e))
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@router.post("/billing/usage/record")
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async def record_usage(
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request: UsageRecordRequest,
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billing_integration: BillingIntegration = Depends(get_billing_integration),
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):
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"""Record a single usage event to coordinator-api billing"""
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try:
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result = await billing_integration.record_usage(
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tenant_id=request.tenant_id,
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resource_type=request.resource_type,
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quantity=request.quantity,
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unit_price=request.unit_price,
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job_id=request.job_id,
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metadata=request.metadata,
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)
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return result
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except Exception as e:
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logger.error(f"Error recording usage: {e}")
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raise HTTPException(status_code=500, detail=str(e))
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@router.post("/billing/invoice/generate")
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async def generate_invoice(
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request: InvoiceGenerationRequest,
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billing_integration: BillingIntegration = Depends(get_billing_integration),
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):
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"""Trigger invoice generation in coordinator-api"""
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try:
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result = await billing_integration.trigger_invoice_generation(
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tenant_id=request.tenant_id,
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period_start=request.period_start,
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period_end=request.period_end,
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)
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return result
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except Exception as e:
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logger.error(f"Error generating invoice: {e}")
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raise HTTPException(status_code=500, detail=str(e))
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# Health and Status Endpoints
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@router.get("/status")
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async def get_sla_status(db: Session = Depends(get_db)):
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"""Get overall SLA status"""
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try:
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sla_collector = SLACollector(db)
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# Get recent violations
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active_violations = await sla_collector.get_sla_violations(resolved=False)
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# Get recent metrics
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recent_metrics = await sla_collector.get_sla_metrics(hours=1)
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# Calculate overall status
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if any(v.severity == "critical" for v in active_violations):
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status = "critical"
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elif any(v.severity == "high" for v in active_violations):
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status = "degraded"
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else:
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status = "healthy"
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return {
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"status": status,
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"active_violations": len(active_violations),
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"recent_metrics_count": len(recent_metrics),
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"timestamp": datetime.utcnow().isoformat(),
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}
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except Exception as e:
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logger.error(f"Error getting SLA status: {e}")
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raise HTTPException(status_code=500, detail=str(e))
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@@ -11,10 +11,11 @@ from sqlalchemy import (
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Float,
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ForeignKey,
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Integer,
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JSON,
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String,
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Text,
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)
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from sqlalchemy.dialects.postgresql import JSONB, UUID as PGUUID
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from sqlalchemy.dialects.postgresql import UUID as PGUUID
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from sqlalchemy.orm import DeclarativeBase, Mapped, mapped_column, relationship
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from uuid import uuid4
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@@ -50,8 +51,8 @@ class Miner(Base):
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ram_gb: Mapped[float] = mapped_column(Float)
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max_parallel: Mapped[int] = mapped_column(Integer)
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base_price: Mapped[float] = mapped_column(Float)
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tags: Mapped[Dict[str, str]] = mapped_column(JSONB, default=dict)
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capabilities: Mapped[List[str]] = mapped_column(JSONB, default=list)
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tags: Mapped[Dict[str, str]] = mapped_column(JSON, default=dict)
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capabilities: Mapped[List[str]] = mapped_column(JSON, default=list)
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trust_score: Mapped[float] = mapped_column(Float, default=0.5)
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region: Mapped[Optional[str]] = mapped_column(String(64))
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@@ -74,6 +75,8 @@ class MinerStatus(Base):
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avg_latency_ms: Mapped[Optional[int]] = mapped_column(Integer)
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temp_c: Mapped[Optional[int]] = mapped_column(Integer)
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mem_free_gb: Mapped[Optional[float]] = mapped_column(Float)
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uptime_pct: Mapped[Optional[float]] = mapped_column(Float) # SLA metric
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last_heartbeat_at: Mapped[Optional[dt.datetime]] = mapped_column(DateTime(timezone=True))
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updated_at: Mapped[dt.datetime] = mapped_column(
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DateTime(timezone=True), default=dt.datetime.utcnow, onupdate=dt.datetime.utcnow
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)
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@@ -88,8 +91,8 @@ class MatchRequest(Base):
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PGUUID(as_uuid=True), primary_key=True, default=uuid4
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)
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job_id: Mapped[str] = mapped_column(String(64), nullable=False)
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requirements: Mapped[Dict[str, object]] = mapped_column(JSONB, nullable=False)
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hints: Mapped[Dict[str, object]] = mapped_column(JSONB, default=dict)
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requirements: Mapped[Dict[str, object]] = mapped_column(JSON, nullable=False)
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hints: Mapped[Dict[str, object]] = mapped_column(JSON, default=dict)
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top_k: Mapped[int] = mapped_column(Integer, default=1)
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created_at: Mapped[dt.datetime] = mapped_column(
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DateTime(timezone=True), default=dt.datetime.utcnow
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@@ -156,9 +159,9 @@ class ServiceConfig(Base):
|
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)
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service_type: Mapped[str] = mapped_column(String(32), nullable=False)
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enabled: Mapped[bool] = mapped_column(Boolean, default=False)
|
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config: Mapped[Dict[str, Any]] = mapped_column(JSONB, default=dict)
|
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pricing: Mapped[Dict[str, Any]] = mapped_column(JSONB, default=dict)
|
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capabilities: Mapped[List[str]] = mapped_column(JSONB, default=list)
|
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config: Mapped[Dict[str, Any]] = mapped_column(JSON, default=dict)
|
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pricing: Mapped[Dict[str, Any]] = mapped_column(JSON, default=dict)
|
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capabilities: Mapped[List[str]] = mapped_column(JSON, default=list)
|
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max_concurrent: Mapped[int] = mapped_column(Integer, default=1)
|
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created_at: Mapped[dt.datetime] = mapped_column(
|
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DateTime(timezone=True), default=dt.datetime.utcnow
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@@ -171,3 +174,73 @@ class ServiceConfig(Base):
|
||||
__table_args__ = ({"schema": None},)
|
||||
|
||||
miner: Mapped[Miner] = relationship(backref="service_configs")
|
||||
|
||||
|
||||
class SLAMetric(Base):
|
||||
"""SLA metrics tracking for miners"""
|
||||
|
||||
__tablename__ = "sla_metrics"
|
||||
|
||||
id: Mapped[PGUUID] = mapped_column(
|
||||
PGUUID(as_uuid=True), primary_key=True, default=uuid4
|
||||
)
|
||||
miner_id: Mapped[str] = mapped_column(
|
||||
ForeignKey("miners.miner_id", ondelete="CASCADE"), nullable=False
|
||||
)
|
||||
metric_type: Mapped[str] = mapped_column(String(32), nullable=False) # uptime, response_time, completion_rate, capacity
|
||||
metric_value: Mapped[float] = mapped_column(Float, nullable=False)
|
||||
threshold: Mapped[float] = mapped_column(Float, nullable=False)
|
||||
is_violation: Mapped[bool] = mapped_column(Boolean, default=False)
|
||||
timestamp: Mapped[dt.datetime] = mapped_column(
|
||||
DateTime(timezone=True), default=dt.datetime.utcnow
|
||||
)
|
||||
meta_data: Mapped[Dict[str, str]] = mapped_column(JSON, default=dict)
|
||||
|
||||
miner: Mapped[Miner] = relationship(backref="sla_metrics")
|
||||
|
||||
|
||||
class SLAViolation(Base):
|
||||
"""SLA violation tracking"""
|
||||
|
||||
__tablename__ = "sla_violations"
|
||||
|
||||
id: Mapped[PGUUID] = mapped_column(
|
||||
PGUUID(as_uuid=True), primary_key=True, default=uuid4
|
||||
)
|
||||
miner_id: Mapped[str] = mapped_column(
|
||||
ForeignKey("miners.miner_id", ondelete="CASCADE"), nullable=False
|
||||
)
|
||||
violation_type: Mapped[str] = mapped_column(String(32), nullable=False)
|
||||
severity: Mapped[str] = mapped_column(String(16), nullable=False) # critical, high, medium, low
|
||||
metric_value: Mapped[float] = mapped_column(Float, nullable=False)
|
||||
threshold: Mapped[float] = mapped_column(Float, nullable=False)
|
||||
violation_duration_ms: Mapped[Optional[int]] = mapped_column(Integer)
|
||||
resolved_at: Mapped[Optional[dt.datetime]] = mapped_column(DateTime(timezone=True))
|
||||
created_at: Mapped[dt.datetime] = mapped_column(
|
||||
DateTime(timezone=True), default=dt.datetime.utcnow
|
||||
)
|
||||
meta_data: Mapped[Dict[str, str]] = mapped_column(JSON, default=dict)
|
||||
|
||||
miner: Mapped[Miner] = relationship(backref="sla_violations")
|
||||
|
||||
|
||||
class CapacitySnapshot(Base):
|
||||
"""Capacity planning snapshots"""
|
||||
|
||||
__tablename__ = "capacity_snapshots"
|
||||
|
||||
id: Mapped[PGUUID] = mapped_column(
|
||||
PGUUID(as_uuid=True), primary_key=True, default=uuid4
|
||||
)
|
||||
total_miners: Mapped[int] = mapped_column(Integer, nullable=False)
|
||||
active_miners: Mapped[int] = mapped_column(Integer, nullable=False)
|
||||
total_parallel_capacity: Mapped[int] = mapped_column(Integer, nullable=False)
|
||||
total_queue_length: Mapped[int] = mapped_column(Integer, nullable=False)
|
||||
capacity_utilization_pct: Mapped[float] = mapped_column(Float, nullable=False)
|
||||
forecast_capacity: Mapped[int] = mapped_column(Integer, nullable=False)
|
||||
recommended_scaling: Mapped[str] = mapped_column(String(32), nullable=False)
|
||||
scaling_reason: Mapped[str] = mapped_column(Text)
|
||||
timestamp: Mapped[dt.datetime] = mapped_column(
|
||||
DateTime(timezone=True), default=dt.datetime.utcnow
|
||||
)
|
||||
meta_data: Mapped[Dict[str, Any]] = mapped_column(JSON, default=dict)
|
||||
|
||||
325
apps/pool-hub/src/poolhub/services/billing_integration.py
Normal file
325
apps/pool-hub/src/poolhub/services/billing_integration.py
Normal file
@@ -0,0 +1,325 @@
|
||||
"""
|
||||
Billing Integration Service for Pool-Hub
|
||||
Integrates pool-hub usage data with coordinator-api's billing system.
|
||||
"""
|
||||
|
||||
import asyncio
|
||||
import logging
|
||||
from datetime import datetime, timedelta
|
||||
from decimal import Decimal
|
||||
from typing import Dict, List, Optional, Any
|
||||
import httpx
|
||||
|
||||
from sqlalchemy import and_, func, select
|
||||
from sqlalchemy.orm import Session
|
||||
|
||||
from ..models import Miner, ServiceConfig, MatchRequest, MatchResult, Feedback
|
||||
from ..settings import settings
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
|
||||
class BillingIntegration:
|
||||
"""Service for integrating pool-hub with coordinator-api billing"""
|
||||
|
||||
def __init__(self, db: Session):
|
||||
self.db = db
|
||||
self.coordinator_billing_url = getattr(
|
||||
settings, "coordinator_billing_url", "http://localhost:8011"
|
||||
)
|
||||
self.coordinator_api_key = getattr(
|
||||
settings, "coordinator_api_key", None
|
||||
)
|
||||
self.logger = logging.getLogger(__name__)
|
||||
|
||||
# Resource type mappings
|
||||
self.resource_type_mapping = {
|
||||
"gpu_hours": "gpu_hours",
|
||||
"storage_gb": "storage_gb",
|
||||
"api_calls": "api_calls",
|
||||
"compute_hours": "compute_hours",
|
||||
}
|
||||
|
||||
# Pricing configuration (fallback if coordinator-api pricing not available)
|
||||
self.fallback_pricing = {
|
||||
"gpu_hours": {"unit_price": Decimal("0.50")},
|
||||
"storage_gb": {"unit_price": Decimal("0.02")},
|
||||
"api_calls": {"unit_price": Decimal("0.0001")},
|
||||
"compute_hours": {"unit_price": Decimal("0.30")},
|
||||
}
|
||||
|
||||
async def record_usage(
|
||||
self,
|
||||
tenant_id: str,
|
||||
resource_type: str,
|
||||
quantity: Decimal,
|
||||
unit_price: Optional[Decimal] = None,
|
||||
job_id: Optional[str] = None,
|
||||
metadata: Optional[Dict[str, Any]] = None,
|
||||
) -> Dict[str, Any]:
|
||||
"""Record usage data to coordinator-api billing system"""
|
||||
|
||||
# Use fallback pricing if not provided
|
||||
if not unit_price:
|
||||
pricing_config = self.fallback_pricing.get(resource_type, {})
|
||||
unit_price = pricing_config.get("unit_price", Decimal("0"))
|
||||
|
||||
# Calculate total cost
|
||||
total_cost = unit_price * quantity
|
||||
|
||||
# Prepare billing event payload
|
||||
billing_event = {
|
||||
"tenant_id": tenant_id,
|
||||
"event_type": "usage",
|
||||
"resource_type": resource_type,
|
||||
"quantity": float(quantity),
|
||||
"unit_price": float(unit_price),
|
||||
"total_amount": float(total_cost),
|
||||
"currency": "USD",
|
||||
"timestamp": datetime.utcnow().isoformat(),
|
||||
"metadata": metadata or {},
|
||||
}
|
||||
|
||||
if job_id:
|
||||
billing_event["job_id"] = job_id
|
||||
|
||||
# Send to coordinator-api
|
||||
try:
|
||||
response = await self._send_billing_event(billing_event)
|
||||
self.logger.info(
|
||||
f"Recorded usage: tenant={tenant_id}, resource={resource_type}, "
|
||||
f"quantity={quantity}, cost={total_cost}"
|
||||
)
|
||||
return response
|
||||
except Exception as e:
|
||||
self.logger.error(f"Failed to record usage: {e}")
|
||||
# Queue for retry in production
|
||||
return {"status": "failed", "error": str(e)}
|
||||
|
||||
async def sync_miner_usage(
|
||||
self, miner_id: str, start_date: datetime, end_date: datetime
|
||||
) -> Dict[str, Any]:
|
||||
"""Sync usage data for a miner to coordinator-api billing"""
|
||||
|
||||
# Get miner information
|
||||
stmt = select(Miner).where(Miner.miner_id == miner_id)
|
||||
miner = self.db.execute(stmt).scalar_one_or_none()
|
||||
|
||||
if not miner:
|
||||
raise ValueError(f"Miner not found: {miner_id}")
|
||||
|
||||
# Map miner to tenant (simplified - in production, use proper mapping)
|
||||
tenant_id = miner_id # For now, use miner_id as tenant_id
|
||||
|
||||
# Collect usage data from pool-hub
|
||||
usage_data = await self._collect_miner_usage(miner_id, start_date, end_date)
|
||||
|
||||
# Send each usage record to coordinator-api
|
||||
results = []
|
||||
for resource_type, quantity in usage_data.items():
|
||||
if quantity > 0:
|
||||
result = await self.record_usage(
|
||||
tenant_id=tenant_id,
|
||||
resource_type=resource_type,
|
||||
quantity=Decimal(str(quantity)),
|
||||
metadata={"miner_id": miner_id, "sync_type": "miner_usage"},
|
||||
)
|
||||
results.append(result)
|
||||
|
||||
return {
|
||||
"miner_id": miner_id,
|
||||
"tenant_id": tenant_id,
|
||||
"period": {"start": start_date.isoformat(), "end": end_date.isoformat()},
|
||||
"usage_records": len(results),
|
||||
"results": results,
|
||||
}
|
||||
|
||||
async def sync_all_miners_usage(
|
||||
self, hours_back: int = 24
|
||||
) -> Dict[str, Any]:
|
||||
"""Sync usage data for all miners to coordinator-api billing"""
|
||||
|
||||
end_date = datetime.utcnow()
|
||||
start_date = end_date - timedelta(hours=hours_back)
|
||||
|
||||
# Get all miners
|
||||
stmt = select(Miner)
|
||||
miners = self.db.execute(stmt).scalars().all()
|
||||
|
||||
results = {
|
||||
"sync_period": {"start": start_date.isoformat(), "end": end_date.isoformat()},
|
||||
"miners_processed": 0,
|
||||
"miners_failed": 0,
|
||||
"total_usage_records": 0,
|
||||
"details": [],
|
||||
}
|
||||
|
||||
for miner in miners:
|
||||
try:
|
||||
result = await self.sync_miner_usage(miner.miner_id, start_date, end_date)
|
||||
results["details"].append(result)
|
||||
results["miners_processed"] += 1
|
||||
results["total_usage_records"] += result["usage_records"]
|
||||
except Exception as e:
|
||||
self.logger.error(f"Failed to sync usage for miner {miner.miner_id}: {e}")
|
||||
results["miners_failed"] += 1
|
||||
|
||||
self.logger.info(
|
||||
f"Usage sync complete: processed={results['miners_processed']}, "
|
||||
f"failed={results['miners_failed']}, records={results['total_usage_records']}"
|
||||
)
|
||||
|
||||
return results
|
||||
|
||||
async def _collect_miner_usage(
|
||||
self, miner_id: str, start_date: datetime, end_date: datetime
|
||||
) -> Dict[str, float]:
|
||||
"""Collect usage data for a miner from pool-hub"""
|
||||
|
||||
usage_data = {
|
||||
"gpu_hours": 0.0,
|
||||
"api_calls": 0.0,
|
||||
"compute_hours": 0.0,
|
||||
}
|
||||
|
||||
# Count match requests as API calls
|
||||
stmt = select(func.count(MatchRequest.id)).where(
|
||||
and_(
|
||||
MatchRequest.created_at >= start_date,
|
||||
MatchRequest.created_at <= end_date,
|
||||
)
|
||||
)
|
||||
# Filter by miner_id if match requests have that field
|
||||
# For now, count all requests (simplified)
|
||||
api_calls = self.db.execute(stmt).scalar() or 0
|
||||
usage_data["api_calls"] = float(api_calls)
|
||||
|
||||
# Calculate compute hours from match results
|
||||
stmt = (
|
||||
select(MatchResult)
|
||||
.where(
|
||||
and_(
|
||||
MatchResult.miner_id == miner_id,
|
||||
MatchResult.created_at >= start_date,
|
||||
MatchResult.created_at <= end_date,
|
||||
)
|
||||
)
|
||||
.where(MatchResult.eta_ms.isnot_(None))
|
||||
)
|
||||
|
||||
results = self.db.execute(stmt).scalars().all()
|
||||
|
||||
# Estimate compute hours from response times (simplified)
|
||||
# In production, use actual job duration
|
||||
total_compute_time_ms = sum(r.eta_ms for r in results if r.eta_ms)
|
||||
compute_hours = (total_compute_time_ms / 1000 / 3600) if results else 0.0
|
||||
usage_data["compute_hours"] = compute_hours
|
||||
|
||||
# Estimate GPU hours from miner capacity and compute hours
|
||||
# In production, use actual GPU utilization data
|
||||
gpu_hours = compute_hours * 1.5 # Estimate 1.5 GPUs per job on average
|
||||
usage_data["gpu_hours"] = gpu_hours
|
||||
|
||||
return usage_data
|
||||
|
||||
async def _send_billing_event(self, billing_event: Dict[str, Any]) -> Dict[str, Any]:
|
||||
"""Send billing event to coordinator-api"""
|
||||
|
||||
url = f"{self.coordinator_billing_url}/api/billing/usage"
|
||||
|
||||
headers = {"Content-Type": "application/json"}
|
||||
if self.coordinator_api_key:
|
||||
headers["Authorization"] = f"Bearer {self.coordinator_api_key}"
|
||||
|
||||
async with httpx.AsyncClient(timeout=30.0) as client:
|
||||
response = await client.post(url, json=billing_event, headers=headers)
|
||||
response.raise_for_status()
|
||||
|
||||
return response.json()
|
||||
|
||||
async def get_billing_metrics(
|
||||
self, tenant_id: Optional[str] = None, hours: int = 24
|
||||
) -> Dict[str, Any]:
|
||||
"""Get billing metrics from coordinator-api"""
|
||||
|
||||
url = f"{self.coordinator_billing_url}/api/billing/metrics"
|
||||
|
||||
params = {"hours": hours}
|
||||
if tenant_id:
|
||||
params["tenant_id"] = tenant_id
|
||||
|
||||
headers = {}
|
||||
if self.coordinator_api_key:
|
||||
headers["Authorization"] = f"Bearer {self.coordinator_api_key}"
|
||||
|
||||
async with httpx.AsyncClient(timeout=30.0) as client:
|
||||
response = await client.get(url, params=params, headers=headers)
|
||||
response.raise_for_status()
|
||||
|
||||
return response.json()
|
||||
|
||||
async def trigger_invoice_generation(
|
||||
self, tenant_id: str, period_start: datetime, period_end: datetime
|
||||
) -> Dict[str, Any]:
|
||||
"""Trigger invoice generation in coordinator-api"""
|
||||
|
||||
url = f"{self.coordinator_billing_url}/api/billing/invoice"
|
||||
|
||||
payload = {
|
||||
"tenant_id": tenant_id,
|
||||
"period_start": period_start.isoformat(),
|
||||
"period_end": period_end.isoformat(),
|
||||
}
|
||||
|
||||
headers = {"Content-Type": "application/json"}
|
||||
if self.coordinator_api_key:
|
||||
headers["Authorization"] = f"Bearer {self.coordinator_api_key}"
|
||||
|
||||
async with httpx.AsyncClient(timeout=30.0) as client:
|
||||
response = await client.post(url, json=payload, headers=headers)
|
||||
response.raise_for_status()
|
||||
|
||||
return response.json()
|
||||
|
||||
|
||||
class BillingIntegrationScheduler:
|
||||
"""Scheduler for automated billing synchronization"""
|
||||
|
||||
def __init__(self, billing_integration: BillingIntegration):
|
||||
self.billing_integration = billing_integration
|
||||
self.logger = logging.getLogger(__name__)
|
||||
self.running = False
|
||||
|
||||
async def start(self, sync_interval_hours: int = 1):
|
||||
"""Start the billing synchronization scheduler"""
|
||||
|
||||
if self.running:
|
||||
return
|
||||
|
||||
self.running = True
|
||||
self.logger.info("Billing Integration scheduler started")
|
||||
|
||||
# Start sync loop
|
||||
asyncio.create_task(self._sync_loop(sync_interval_hours))
|
||||
|
||||
async def stop(self):
|
||||
"""Stop the billing synchronization scheduler"""
|
||||
|
||||
self.running = False
|
||||
self.logger.info("Billing Integration scheduler stopped")
|
||||
|
||||
async def _sync_loop(self, interval_hours: int):
|
||||
"""Background task that syncs usage data periodically"""
|
||||
|
||||
while self.running:
|
||||
try:
|
||||
await self.billing_integration.sync_all_miners_usage(
|
||||
hours_back=interval_hours
|
||||
)
|
||||
|
||||
# Wait for next sync interval
|
||||
await asyncio.sleep(interval_hours * 3600)
|
||||
|
||||
except Exception as e:
|
||||
self.logger.error(f"Error in billing sync loop: {e}")
|
||||
await asyncio.sleep(300) # Retry in 5 minutes
|
||||
405
apps/pool-hub/src/poolhub/services/sla_collector.py
Normal file
405
apps/pool-hub/src/poolhub/services/sla_collector.py
Normal file
@@ -0,0 +1,405 @@
|
||||
"""
|
||||
SLA Metrics Collection Service for Pool-Hub
|
||||
Collects and tracks SLA metrics for miners including uptime, response time, job completion rate, and capacity availability.
|
||||
"""
|
||||
|
||||
import asyncio
|
||||
import logging
|
||||
from datetime import datetime, timedelta
|
||||
from decimal import Decimal
|
||||
from typing import Dict, List, Optional, Any
|
||||
|
||||
from sqlalchemy import and_, desc, func, select
|
||||
from sqlalchemy.orm import Session
|
||||
|
||||
from ..models import (
|
||||
Miner,
|
||||
MinerStatus,
|
||||
SLAMetric,
|
||||
SLAViolation,
|
||||
Feedback,
|
||||
MatchRequest,
|
||||
MatchResult,
|
||||
CapacitySnapshot,
|
||||
)
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
|
||||
class SLACollector:
|
||||
"""Service for collecting and tracking SLA metrics for miners"""
|
||||
|
||||
def __init__(self, db: Session):
|
||||
self.db = db
|
||||
self.sla_thresholds = {
|
||||
"uptime_pct": 95.0,
|
||||
"response_time_ms": 1000.0,
|
||||
"completion_rate_pct": 90.0,
|
||||
"capacity_availability_pct": 80.0,
|
||||
}
|
||||
|
||||
async def record_sla_metric(
|
||||
self,
|
||||
miner_id: str,
|
||||
metric_type: str,
|
||||
metric_value: float,
|
||||
metadata: Optional[Dict[str, str]] = None,
|
||||
) -> SLAMetric:
|
||||
"""Record an SLA metric for a miner"""
|
||||
|
||||
threshold = self.sla_thresholds.get(metric_type, 100.0)
|
||||
is_violation = self._check_violation(metric_type, metric_value, threshold)
|
||||
|
||||
# Create SLA metric record
|
||||
sla_metric = SLAMetric(
|
||||
miner_id=miner_id,
|
||||
metric_type=metric_type,
|
||||
metric_value=metric_value,
|
||||
threshold=threshold,
|
||||
is_violation=is_violation,
|
||||
timestamp=datetime.utcnow(),
|
||||
meta_data=metadata or {},
|
||||
)
|
||||
|
||||
self.db.add(sla_metric)
|
||||
await self.db.commit()
|
||||
|
||||
# Create violation record if threshold breached
|
||||
if is_violation:
|
||||
await self._record_violation(
|
||||
miner_id, metric_type, metric_value, threshold, metadata
|
||||
)
|
||||
|
||||
logger.info(
|
||||
f"Recorded SLA metric: miner={miner_id}, type={metric_type}, "
|
||||
f"value={metric_value}, violation={is_violation}"
|
||||
)
|
||||
|
||||
return sla_metric
|
||||
|
||||
async def collect_miner_uptime(self, miner_id: str) -> float:
|
||||
"""Calculate miner uptime percentage based on heartbeat intervals"""
|
||||
|
||||
# Get miner status
|
||||
stmt = select(MinerStatus).where(MinerStatus.miner_id == miner_id)
|
||||
miner_status = (await self.db.execute(stmt)).scalar_one_or_none()
|
||||
|
||||
if not miner_status:
|
||||
return 0.0
|
||||
|
||||
# Calculate uptime based on last heartbeat
|
||||
if miner_status.last_heartbeat_at:
|
||||
time_since_heartbeat = (
|
||||
datetime.utcnow() - miner_status.last_heartbeat_at
|
||||
).total_seconds()
|
||||
|
||||
# Consider miner down if no heartbeat for 5 minutes
|
||||
if time_since_heartbeat > 300:
|
||||
uptime_pct = 0.0
|
||||
else:
|
||||
uptime_pct = 100.0 - (time_since_heartbeat / 300.0) * 100.0
|
||||
uptime_pct = max(0.0, min(100.0, uptime_pct))
|
||||
else:
|
||||
uptime_pct = 0.0
|
||||
|
||||
# Update miner status with uptime
|
||||
miner_status.uptime_pct = uptime_pct
|
||||
self.db.commit()
|
||||
|
||||
# Record SLA metric
|
||||
await self.record_sla_metric(
|
||||
miner_id, "uptime_pct", uptime_pct, {"method": "heartbeat_based"}
|
||||
)
|
||||
|
||||
return uptime_pct
|
||||
|
||||
async def collect_response_time(self, miner_id: str) -> Optional[float]:
|
||||
"""Calculate average response time for a miner from match results"""
|
||||
|
||||
# Get recent match results for this miner
|
||||
stmt = (
|
||||
select(MatchResult)
|
||||
.where(MatchResult.miner_id == miner_id)
|
||||
.order_by(desc(MatchResult.created_at))
|
||||
.limit(100)
|
||||
)
|
||||
results = (await self.db.execute(stmt)).scalars().all()
|
||||
|
||||
if not results:
|
||||
return None
|
||||
|
||||
# Calculate average response time (eta_ms)
|
||||
response_times = [r.eta_ms for r in results if r.eta_ms is not None]
|
||||
|
||||
if not response_times:
|
||||
return None
|
||||
|
||||
avg_response_time = sum(response_times) / len(response_times)
|
||||
|
||||
# Record SLA metric
|
||||
await self.record_sla_metric(
|
||||
miner_id,
|
||||
"response_time_ms",
|
||||
avg_response_time,
|
||||
{"method": "match_results", "sample_size": len(response_times)},
|
||||
)
|
||||
|
||||
return avg_response_time
|
||||
|
||||
async def collect_completion_rate(self, miner_id: str) -> Optional[float]:
|
||||
"""Calculate job completion rate for a miner from feedback"""
|
||||
|
||||
# Get recent feedback for this miner
|
||||
stmt = (
|
||||
select(Feedback)
|
||||
.where(Feedback.miner_id == miner_id)
|
||||
.where(Feedback.created_at >= datetime.utcnow() - timedelta(days=7))
|
||||
.order_by(Feedback.created_at.desc())
|
||||
.limit(100)
|
||||
)
|
||||
feedback_records = (await self.db.execute(stmt)).scalars().all()
|
||||
|
||||
if not feedback_records:
|
||||
return None
|
||||
|
||||
# Calculate completion rate (successful outcomes)
|
||||
successful = sum(1 for f in feedback_records if f.outcome == "success")
|
||||
completion_rate = (successful / len(feedback_records)) * 100.0
|
||||
|
||||
# Record SLA metric
|
||||
await self.record_sla_metric(
|
||||
miner_id,
|
||||
"completion_rate_pct",
|
||||
completion_rate,
|
||||
{"method": "feedback", "sample_size": len(feedback_records)},
|
||||
)
|
||||
|
||||
return completion_rate
|
||||
|
||||
async def collect_capacity_availability(self) -> Dict[str, Any]:
|
||||
"""Collect capacity availability metrics across all miners"""
|
||||
|
||||
# Get all miner statuses
|
||||
stmt = select(MinerStatus)
|
||||
miner_statuses = (await self.db.execute(stmt)).scalars().all()
|
||||
|
||||
if not miner_statuses:
|
||||
return {
|
||||
"total_miners": 0,
|
||||
"active_miners": 0,
|
||||
"capacity_availability_pct": 0.0,
|
||||
}
|
||||
|
||||
total_miners = len(miner_statuses)
|
||||
active_miners = sum(1 for ms in miner_statuses if not ms.busy)
|
||||
capacity_availability_pct = (active_miners / total_miners) * 100.0
|
||||
|
||||
# Record capacity snapshot
|
||||
snapshot = CapacitySnapshot(
|
||||
total_miners=total_miners,
|
||||
active_miners=active_miners,
|
||||
total_parallel_capacity=sum(
|
||||
m.max_parallel for m in (await self.db.execute(select(Miner))).scalars().all()
|
||||
),
|
||||
total_queue_length=sum(ms.queue_len for ms in miner_statuses),
|
||||
capacity_utilization_pct=100.0 - capacity_availability_pct,
|
||||
forecast_capacity=total_miners, # Would be calculated from forecasting
|
||||
recommended_scaling="stable",
|
||||
scaling_reason="Capacity within normal range",
|
||||
timestamp=datetime.utcnow(),
|
||||
meta_data={"method": "real_time_collection"},
|
||||
)
|
||||
|
||||
self.db.add(snapshot)
|
||||
await self.db.commit()
|
||||
|
||||
logger.info(
|
||||
f"Capacity snapshot: total={total_miners}, active={active_miners}, "
|
||||
f"availability={capacity_availability_pct:.2f}%"
|
||||
)
|
||||
|
||||
return {
|
||||
"total_miners": total_miners,
|
||||
"active_miners": active_miners,
|
||||
"capacity_availability_pct": capacity_availability_pct,
|
||||
}
|
||||
|
||||
async def collect_all_miner_metrics(self) -> Dict[str, Any]:
|
||||
"""Collect all SLA metrics for all miners"""
|
||||
|
||||
# Get all miners
|
||||
stmt = select(Miner)
|
||||
miners = self.db.execute(stmt).scalars().all()
|
||||
|
||||
results = {
|
||||
"miners_processed": 0,
|
||||
"metrics_collected": [],
|
||||
"violations_detected": 0,
|
||||
}
|
||||
|
||||
for miner in miners:
|
||||
try:
|
||||
# Collect each metric type
|
||||
uptime = await self.collect_miner_uptime(miner.miner_id)
|
||||
response_time = await self.collect_response_time(miner.miner_id)
|
||||
completion_rate = await self.collect_completion_rate(miner.miner_id)
|
||||
|
||||
results["metrics_collected"].append(
|
||||
{
|
||||
"miner_id": miner.miner_id,
|
||||
"uptime_pct": uptime,
|
||||
"response_time_ms": response_time,
|
||||
"completion_rate_pct": completion_rate,
|
||||
}
|
||||
)
|
||||
|
||||
results["miners_processed"] += 1
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"Failed to collect metrics for miner {miner.miner_id}: {e}")
|
||||
|
||||
# Collect capacity metrics
|
||||
capacity = await self.collect_capacity_availability()
|
||||
results["capacity"] = capacity
|
||||
|
||||
# Count violations in this collection cycle
|
||||
stmt = (
|
||||
select(func.count(SLAViolation.id))
|
||||
.where(SLAViolation.resolved_at.is_(None))
|
||||
.where(SLAViolation.created_at >= datetime.utcnow() - timedelta(hours=1))
|
||||
)
|
||||
results["violations_detected"] = self.db.execute(stmt).scalar() or 0
|
||||
|
||||
logger.info(
|
||||
f"SLA collection complete: processed={results['miners_processed']}, "
|
||||
f"violations={results['violations_detected']}"
|
||||
)
|
||||
|
||||
return results
|
||||
|
||||
async def get_sla_metrics(
|
||||
self, miner_id: Optional[str] = None, hours: int = 24
|
||||
) -> List[SLAMetric]:
|
||||
"""Get SLA metrics for a miner or all miners"""
|
||||
|
||||
cutoff = datetime.utcnow() - timedelta(hours=hours)
|
||||
|
||||
stmt = select(SLAMetric).where(SLAMetric.timestamp >= cutoff)
|
||||
|
||||
if miner_id:
|
||||
stmt = stmt.where(SLAMetric.miner_id == miner_id)
|
||||
|
||||
stmt = stmt.order_by(desc(SLAMetric.timestamp))
|
||||
|
||||
return (await self.db.execute(stmt)).scalars().all()
|
||||
|
||||
async def get_sla_violations(
|
||||
self, miner_id: Optional[str] = None, resolved: bool = False
|
||||
) -> List[SLAViolation]:
|
||||
"""Get SLA violations for a miner or all miners"""
|
||||
|
||||
stmt = select(SLAViolation)
|
||||
|
||||
if miner_id:
|
||||
stmt = stmt.where(SLAViolation.miner_id == miner_id)
|
||||
|
||||
if resolved:
|
||||
stmt = stmt.where(SLAViolation.resolved_at.isnot_(None))
|
||||
else:
|
||||
stmt = stmt.where(SLAViolation.resolved_at.is_(None))
|
||||
|
||||
stmt = stmt.order_by(desc(SLAViolation.created_at))
|
||||
|
||||
return (await self.db.execute(stmt)).scalars().all()
|
||||
|
||||
def _check_violation(self, metric_type: str, value: float, threshold: float) -> bool:
|
||||
"""Check if a metric value violates its SLA threshold"""
|
||||
|
||||
if metric_type in ["uptime_pct", "completion_rate_pct", "capacity_availability_pct"]:
|
||||
# Higher is better - violation if below threshold
|
||||
return value < threshold
|
||||
elif metric_type in ["response_time_ms"]:
|
||||
# Lower is better - violation if above threshold
|
||||
return value > threshold
|
||||
|
||||
return False
|
||||
|
||||
async def _record_violation(
|
||||
self,
|
||||
miner_id: str,
|
||||
metric_type: str,
|
||||
metric_value: float,
|
||||
threshold: float,
|
||||
metadata: Optional[Dict[str, str]] = None,
|
||||
) -> SLAViolation:
|
||||
"""Record an SLA violation"""
|
||||
|
||||
# Determine severity
|
||||
if metric_type in ["uptime_pct", "completion_rate_pct"]:
|
||||
severity = "critical" if metric_value < threshold * 0.8 else "high"
|
||||
elif metric_type == "response_time_ms":
|
||||
severity = "critical" if metric_value > threshold * 2 else "high"
|
||||
else:
|
||||
severity = "medium"
|
||||
|
||||
violation = SLAViolation(
|
||||
miner_id=miner_id,
|
||||
violation_type=metric_type,
|
||||
severity=severity,
|
||||
metric_value=metric_value,
|
||||
threshold=threshold,
|
||||
violation_duration_ms=None, # Will be updated when resolved
|
||||
created_at=datetime.utcnow(),
|
||||
meta_data=metadata or {},
|
||||
)
|
||||
|
||||
self.db.add(violation)
|
||||
await self.db.commit()
|
||||
|
||||
logger.warning(
|
||||
f"SLA violation recorded: miner={miner_id}, type={metric_type}, "
|
||||
f"severity={severity}, value={metric_value}, threshold={threshold}"
|
||||
)
|
||||
|
||||
return violation
|
||||
|
||||
|
||||
class SLACollectorScheduler:
|
||||
"""Scheduler for automated SLA metric collection"""
|
||||
|
||||
def __init__(self, sla_collector: SLACollector):
|
||||
self.sla_collector = sla_collector
|
||||
self.logger = logging.getLogger(__name__)
|
||||
self.running = False
|
||||
|
||||
async def start(self, collection_interval_seconds: int = 300):
|
||||
"""Start the SLA collection scheduler"""
|
||||
|
||||
if self.running:
|
||||
return
|
||||
|
||||
self.running = True
|
||||
self.logger.info("SLA Collector scheduler started")
|
||||
|
||||
# Start collection loop
|
||||
asyncio.create_task(self._collection_loop(collection_interval_seconds))
|
||||
|
||||
async def stop(self):
|
||||
"""Stop the SLA collection scheduler"""
|
||||
|
||||
self.running = False
|
||||
self.logger.info("SLA Collector scheduler stopped")
|
||||
|
||||
async def _collection_loop(self, interval_seconds: int):
|
||||
"""Background task that collects SLA metrics periodically"""
|
||||
|
||||
while self.running:
|
||||
try:
|
||||
await self.sla_collector.collect_all_miner_metrics()
|
||||
|
||||
# Wait for next collection interval
|
||||
await asyncio.sleep(interval_seconds)
|
||||
|
||||
except Exception as e:
|
||||
self.logger.error(f"Error in SLA collection loop: {e}")
|
||||
await asyncio.sleep(60) # Retry in 1 minute
|
||||
@@ -32,9 +32,11 @@ class Settings(BaseSettings):
|
||||
postgres_dsn: str = Field(default="postgresql+asyncpg://poolhub:poolhub@127.0.0.1:5432/aitbc")
|
||||
postgres_pool_min: int = Field(default=1)
|
||||
postgres_pool_max: int = Field(default=10)
|
||||
test_postgres_dsn: str = Field(default="postgresql+asyncpg://poolhub:poolhub@127.0.0.1:5432/aitbc_test")
|
||||
|
||||
redis_url: str = Field(default="redis://127.0.0.1:6379/4")
|
||||
redis_max_connections: int = Field(default=32)
|
||||
test_redis_url: str = Field(default="redis://127.0.0.1:6379/4")
|
||||
|
||||
session_ttl_seconds: int = Field(default=60)
|
||||
heartbeat_grace_seconds: int = Field(default=120)
|
||||
@@ -45,6 +47,30 @@ class Settings(BaseSettings):
|
||||
|
||||
prometheus_namespace: str = Field(default="poolhub")
|
||||
|
||||
# Coordinator-API Billing Integration
|
||||
coordinator_billing_url: str = Field(default="http://localhost:8011")
|
||||
coordinator_api_key: str | None = Field(default=None)
|
||||
|
||||
# SLA Configuration
|
||||
sla_thresholds: Dict[str, float] = Field(
|
||||
default_factory=lambda: {
|
||||
"uptime_pct": 95.0,
|
||||
"response_time_ms": 1000.0,
|
||||
"completion_rate_pct": 90.0,
|
||||
"capacity_availability_pct": 80.0,
|
||||
}
|
||||
)
|
||||
|
||||
# Capacity Planning Configuration
|
||||
capacity_forecast_hours: int = Field(default=168)
|
||||
capacity_alert_threshold_pct: float = Field(default=80.0)
|
||||
|
||||
# Billing Sync Configuration
|
||||
billing_sync_interval_hours: int = Field(default=1)
|
||||
|
||||
# SLA Collection Configuration
|
||||
sla_collection_interval_seconds: int = Field(default=300)
|
||||
|
||||
def asgi_kwargs(self) -> Dict[str, Any]:
|
||||
return {
|
||||
"title": self.app_name,
|
||||
|
||||
Reference in New Issue
Block a user