andersonid
4d60c0e039
- Implementa ferramenta completa de governança de recursos - Backend Python com FastAPI para coleta de dados - Validações seguindo best practices Red Hat - Integração com Prometheus e VPA - UI web interativa para visualização - Relatórios em JSON, CSV e PDF - Deploy como DaemonSet com RBAC - Scripts de automação para build e deploy
132 lines
5.0 KiB
Python
132 lines
5.0 KiB
Python
"""
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Cliente Prometheus para coleta de métricas
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"""
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import logging
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import aiohttp
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import asyncio
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from typing import Dict, List, Any, Optional
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from datetime import datetime, timedelta
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from app.core.config import settings
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logger = logging.getLogger(__name__)
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class PrometheusClient:
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"""Cliente para interação com Prometheus"""
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def __init__(self):
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self.base_url = settings.prometheus_url
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self.session = None
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self.initialized = False
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async def initialize(self):
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"""Inicializar cliente Prometheus"""
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try:
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self.session = aiohttp.ClientSession()
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# Testar conexão
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async with self.session.get(f"{self.base_url}/api/v1/query?query=up") as response:
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if response.status == 200:
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self.initialized = True
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logger.info("Cliente Prometheus inicializado com sucesso")
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else:
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logger.warning(f"Prometheus retornou status {response.status}")
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except Exception as e:
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logger.error(f"Erro ao inicializar cliente Prometheus: {e}")
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# Prometheus pode não estar disponível, continuar sem ele
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self.initialized = False
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async def query(self, query: str, time: Optional[datetime] = None) -> Dict[str, Any]:
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"""Executar query no Prometheus"""
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if not self.initialized or not self.session:
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return {"status": "error", "message": "Prometheus não disponível"}
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try:
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params = {"query": query}
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if time:
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params["time"] = int(time.timestamp())
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async with self.session.get(
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f"{self.base_url}/api/v1/query",
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params=params
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) as response:
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if response.status == 200:
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data = await response.json()
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return data
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else:
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logger.error(f"Erro na query Prometheus: {response.status}")
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return {"status": "error", "message": f"HTTP {response.status}"}
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except Exception as e:
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logger.error(f"Erro ao executar query Prometheus: {e}")
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return {"status": "error", "message": str(e)}
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async def get_pod_cpu_usage(self, namespace: str, pod_name: str) -> Dict[str, Any]:
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"""Obter uso de CPU de um pod específico"""
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query = f'rate(container_cpu_usage_seconds_total{{namespace="{namespace}", pod="{pod_name}"}}[5m])'
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return await self.query(query)
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async def get_pod_memory_usage(self, namespace: str, pod_name: str) -> Dict[str, Any]:
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"""Obter uso de memória de um pod específico"""
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query = f'container_memory_working_set_bytes{{namespace="{namespace}", pod="{pod_name}"}}'
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return await self.query(query)
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async def get_namespace_resource_usage(self, namespace: str) -> Dict[str, Any]:
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"""Obter uso de recursos de um namespace"""
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cpu_query = f'sum(rate(container_cpu_usage_seconds_total{{namespace="{namespace}"}}[5m]))'
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memory_query = f'sum(container_memory_working_set_bytes{{namespace="{namespace}"}})'
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cpu_result = await self.query(cpu_query)
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memory_result = await self.query(memory_query)
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return {
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"cpu": cpu_result,
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"memory": memory_result
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}
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async def get_cluster_overcommit(self) -> Dict[str, Any]:
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"""Verificar overcommit no cluster"""
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# CPU overcommit
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cpu_capacity_query = 'sum(kube_node_status_capacity{resource="cpu"})'
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cpu_requests_query = 'sum(kube_pod_container_resource_requests{resource="cpu"})'
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# Memory overcommit
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memory_capacity_query = 'sum(kube_node_status_capacity{resource="memory"})'
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memory_requests_query = 'sum(kube_pod_container_resource_requests{resource="memory"})'
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cpu_capacity = await self.query(cpu_capacity_query)
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cpu_requests = await self.query(cpu_requests_query)
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memory_capacity = await self.query(memory_capacity_query)
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memory_requests = await self.query(memory_requests_query)
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return {
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"cpu": {
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"capacity": cpu_capacity,
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"requests": cpu_requests
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},
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"memory": {
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"capacity": memory_capacity,
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"requests": memory_requests
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}
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}
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async def get_node_resource_usage(self) -> List[Dict[str, Any]]:
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"""Obter uso de recursos por nó"""
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query = '''
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(
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kube_node_status_capacity{resource="cpu"} or
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kube_node_status_capacity{resource="memory"} or
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kube_pod_container_resource_requests{resource="cpu"} or
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kube_pod_container_resource_requests{resource="memory"}
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)
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'''
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result = await self.query(query)
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return result
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async def close(self):
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"""Fechar sessão HTTP"""
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if self.session:
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await self.session.close()
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