CURSO PROMETHEUS E GRAFANA: Observability in a real world

Overview

Curso de monitoração com o Prometheus

Esse curso ensina como usar o Prometheus como uma ferramenta integrada de monitoração, entender seus conceitos, usar grande parte de seu ecossistema, e ainda usar o Grafana para gerar dashboards.

Vamos cobrir um grande número de tópicos, todos eles com exemplos práticos. Vamos falar sobre a instalação tanto em servidores físicos quando em Kubernetes. Falar sobre como fazer consultas que tragam informações relevantes, como gerenciar alertas, até mesmo como prever o futuro.

Quero mostrar como usar os exporters e também gerar os seus próprios. Por fim vamos ver alguns aspectos avançados e ainda entender alguns conceitos sobre a monitoração e alertas.

Sumário

Introdução

  1. Introdução
  2. Apresentação do Instrutor
  3. Arquitetura do Prometheus
  4. Conceitos do Alertmanager

Instalando o ambiente

  1. Instalando o Prometheus no Linux
  2. Instalando o Alertmanager no Linux
  3. Instalando o Grafana no Linux
  4. Criando os primeiros alertas
  5. Configurações avançadas do Prometheus
  6. Criando todo ambiente no Docker

Prometheus Conceitos

  1. Modelo de dados
  2. Tipos de Métricas
  3. Jobs e Instances

Querying Prometheus

  1. Básico
  2. Operators
  3. Funções
  4. Recording Rules
  5. API HTTP

Exporters

  1. Introdução aos Exporters
  2. node_exporter
  3. mtail_exporter
  4. pushgateway
  5. blackbox_exporter
  6. cadvisor
  7. Criando o seu Exporter

Alerting

  1. Criando seu primeiro alerta
  2. Alertas prevendo o futuro usando predict_linear
  3. Integrando com Email
  4. Integrando com o Slack
  5. Silenciando alertas

Integrando com o Kubernetes

  1. Instalando o Prometheus no Kubernetes
  2. Instalando o Grafana no Kubernetes
  3. Alertas no Kubernetes
  4. Service Discovery

Aspectos Avançados

  1. Federation
  2. Management API

Conclusão

  1. Modelos de monitoração
  2. Alertando sobre os sintomas (Alert on the user experience)
  3. Conclusão
Owner
Rafael Cirolini
Rafael Cirolini
Keepalive - Discord Bot to keep threads from expiring

keepalive Discord Bot to keep threads from expiring Installation Create a new Di

Francesco Pierfederici 5 Mar 14, 2022
Toolkit for developing and maintaining ML models

modelkit Python framework for production ML systems. modelkit is a minimalist yet powerful MLOps library for Python, built for people who want to depl

140 Dec 27, 2022
Generate Class & Decorators for your FastAPI project ✨🚀

Classes and Decorators to use FastAPI with class based routing. In particular this allows you to construct an instance of a class and have methods of that instance be route handlers for FastAPI & Pyt

Yasser Tahiri 34 Oct 27, 2022
Town / City geolocations with FastAPI & Mongo

geolocations-api United Kingdom Town / City geolocations with FastAPI & Mongo Build container To build a custom image or extend the api run the follow

Joe Gasewicz 3 Jan 26, 2022
Dead simple CSRF security middleware for Starlette ⭐ and Fast API ⚡

csrf-starlette-fastapi Dead simple CSRF security middleware for Starlette ⭐ and Fast API ⚡ Will work with either a input type="hidden" field or ajax

Nathaniel Sabanski 9 Nov 20, 2022
Slack webhooks API served by FastAPI

Slackers Slack webhooks API served by FastAPI What is Slackers Slackers is a FastAPI implementation to handle Slack interactions and events. It serves

Niels van Huijstee 68 Jan 05, 2023
FastAPI interesting concepts.

fastapi_related_stuffs FastAPI interesting concepts. FastAPI version :- 0.70 Python3 version :- 3.9.x Steps Test Django Like settings export FASTAPI_S

Mohd Mujtaba 3 Feb 06, 2022
API Simples com python utilizando a biblioteca FastApi

api-fastapi-python API Simples com python utilizando a biblioteca FastApi Para rodar esse script são necessárias duas bibliotecas: Fastapi: Comando de

Leonardo Grava 0 Apr 29, 2022
A simple Redis Streams backed Chat app using Websockets, Asyncio and FastAPI/Starlette.

redis-streams-fastapi-chat A simple demo of Redis Streams backed Chat app using Websockets, Python Asyncio and FastAPI/Starlette. Requires Python vers

ludwig404 135 Dec 19, 2022
This is an API developed in python with the FastApi framework and putting into practice the recommendations of the book Clean Architecture in Python by Leonardo Giordani,

This is an API developed in python with the FastApi framework and putting into practice the recommendations of the book Clean Architecture in Python by Leonardo Giordani,

0 Sep 24, 2022
Basic fastapi blockchain - An api based blockchain with full functionality

Basic fastapi blockchain - An api based blockchain with full functionality

1 Nov 27, 2021
OpenAPI for Todolist RESTful API

swagger-client OpenAPI for Todolist RESTful API This Python package is automatically generated by the Swagger Codegen project: API version: 1 Package

Iko Afianando 1 Dec 19, 2021
flask extension for integration with the awesome pydantic package

flask extension for integration with the awesome pydantic package

249 Jan 06, 2023
🐞 A debug toolbar for FastAPI based on the original django-debug-toolbar. 🐞

Debug Toolbar 🐞 A debug toolbar for FastAPI based on the original django-debug-toolbar. 🐞 Swagger UI & GraphQL are supported. Documentation: https:/

Dani 74 Dec 30, 2022
Fastapi-ml-template - Fastapi ml template with python

FastAPI ML Template Run Web API Local $ sh run.sh # poetry run uvicorn app.mai

Yuki Okuda 29 Nov 20, 2022
This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.

Deploying ML models with FastAPI, Docker, and Kubernetes By: Sayak Paul and Chansung Park This project shows how to serve an ONNX-optimized image clas

Sayak Paul 104 Dec 23, 2022
Twitter API monitor with fastAPI + MongoDB

Twitter API monitor with fastAPI + MongoDB You need to have a file .env with the following variables: DB_URL="mongodb+srv://mongodb_path" DB_URL2=

Leonardo Ferreira 3 Apr 08, 2022
Keycloak integration for Python FastAPI

FastAPI Keycloak Integration Documentation Introduction Welcome to fastapi-keycloak. This projects goal is to ease the integration of Keycloak (OpenID

Code Specialist 113 Dec 31, 2022
This code generator creates FastAPI app from an openapi file.

fastapi-code-generator This code generator creates FastAPI app from an openapi file. This project is an experimental phase. fastapi-code-generator use

Koudai Aono 632 Jan 05, 2023
FastAPI + PeeWee = <3

FastAPIwee FastAPI + PeeWee = 3 Using Python = 3.6 🐍 Installation pip install FastAPIwee 🎉 Documentation Documentation can be found here: https://

16 Aug 30, 2022