Mô tả

"Prometheus is an open-source tool used for event monitoring and alerting."

We learn the basics of Prometheus so that you can get started as soon as possible, and to follow the exercises, try them out for yourself and you can see them working.

In this course, we will quickly build a bare-bones Prometheus server from scratch, in the cloud, and on your own Ubuntu 20.04 LTS.

What's included in the course?

  • Complete Prometheus concepts explained from Scratch to ADVANCE with Real-Time implementation.

  • Each and every Prometheus concept is explained with HANDS-ON examples.

  • Includes each and every, even thin detail of Prometheus.

  • For every concept, first, we will cover its theoretical stuff, followed by its running example.

  • Include even those concepts, the explanation to which is not very clear even in Prometheus' Official Documentation.


    Technicalities

    • In-and-out of Functions, Operators, Clauses, etc, in Prometheus Query Language (PromQL).

    • Instrument the Python or Go applications to expose custom metrics with Client Libraries.

    • Dynamically add or remove scrape targets using Service Discovery.

    • Recording Rules.

    • Monitor the Amazon Cloud (AWS) with Prometheus.

    • Creating an end-to-end Routing Tree for Alerting systems.

    • *Exclusive*- Create your own Custom Exporter

    • Integration with many Alert Notifiers - Gmail, PagerDuty, Slack.

    • How to scrape from batch jobs using Pushgateway.

    • Build monitoring & alerting design pattern of a Real-Time case study using Prometheus.

    • Build value-added dashboards with GRAFANA.

    • Learn Best practices / Do's & Don't to follow while monitoring Real-Time DevOps Projects.


    After completing this course, you can start working on any Prometheus project with full confidence.

Add-Ons

  • Questions and Queries will be answered very quickly.

  • Prometheus codes and other resources used in lectures are attached to the course for your convenience.

  • I am going to update it frequently, every time adding new components of Prometheus.

Bạn sẽ học được gì

Learn Full In & Out of Prometheus toolkit with proper HANDS-ON examples from scratch.

Start with the implementation of Prometheus core concepts - Architecture, Installation, PromQL, Exporters, Functions, Operators, etc.

Using Grafana to Visualize Prometheus Metrics.

Create custom metrics from complicated queries and save them as Recording Rules

Pushgateway, Service Discovery, Recording Rules, Routing Trees, Create Custom Exporter, HTTP API, and many more...

Yêu cầu

  • Basic Linux Command Line Experience
  • A very basic knowledge of YAML will be an add-on.
  • You have the choice of using dedicated hardware, cloud or locally hosted VMs. In this course, I predominantly use an unrestricted fresh install of Ubuntu 20+ in the cloud.

Nội dung khoá học

18 sections

Prometheus MasterClass : Introduction

6 lectures
Course Introduction
06:39
Why Prometheus
07:01
Terminology of Prometheus
05:45
Download Course Source Code From GIT
00:06
Course Chat with Students and Tech Community
00:23
Prometheus Architecture Overview
09:52

How Prometheus Works

3 lectures
What makes Prometheus so Awesome
08:36
Understanding Prometheus Metric Types
08:58
Understanding Prometheus Metric Types II
09:02

Running and Configuring Prometheus

7 lectures
Prometheus Installation Overview
05:01
Create Cloud Machine for Installation
05:38
$200 Digital Ocean Referral Link
00:07
Install Prometheus on Unix/Linux Machines
06:22
Explore Prometheus User Interface
10:19
Understand the Prometheus Default Configuration
06:53
Run Prometheus in Back Ground
06:29

Getting Started with Prometheus Exporters

5 lectures
Using Prometheus Exporters
11:00
Monitoring Linux Servers with Node Exporters
04:48
Demo : Install and Configure Node Exporter
10:13
Demo: Configure Multiple Nodes with Node Exporter
07:06
WMI Exporter - Windows Monitoring System
03:22

Monitoring Databases with Prometheus

7 lectures
Monitoring MySQL Databases with Prometheus
03:21
Using MySQL Exporter
03:07
Reload Prometheus Configuration without Restart
06:26
Demo: Installing MySQL Exporter
06:31
Text Direction : Demo - Installing MySQL Exporter
00:13
Demo: Configure MySQL Exporter as System Service II
08:49
Text Direction: Demo - Configure MySQL Exporter as System Service II
00:41

BlackBox Exporter | Monitoring Network Endpoints in Prometheus

9 lectures
What is BlackBox Exporter
06:05
Download and Configure BlackBox Exporter
04:45
HTTP Probe Module I
04:55
HTTP Probe Module II
08:05
HTTP Probe Module III
06:21
TCP Probe Module
05:13
DNS Probe Module
06:09
Scrape Target From Blackbox
10:07
Relabelling in Prometheus
07:52

Monitoring Kubernetes Cluster with Prometheus

4 lectures
Using Prometheus with Kubernetes
05:54
Demo : Installing Prometheus in Kubernetes
13:42
Access Prometheus Installed on Kubernetes Cluster
11:05
Explore Prometheus Kubernetes Metrics
05:56

Application Instrumentation - Client Library Metrics Guidelines

9 lectures
Client Libraries and Metric Type
06:18
SetUp Python Application For instrumentation
09:20
Exposing Metrics using Client Libs
06:04
Monitor Application using Prometheus
13:31
Expose Counter Metrics
10:20
Adding Labels to Exposed Metrics
11:34
Expose Gauge Metrics
15:29
Expose Summy Metrics
09:09
Expose Histogram Metrics
11:53

Application Instrumentation : Docker Environment

4 lectures
Create a Machine For Docker Application Execution
05:52
Adding Instrumentation in Docker Application
11:42
Create Docker Image and Execute Application in Container
09:41
Monitor Docker Application in Prometheus
07:43

Application Instrumentation - Instrument GO Application

5 lectures
SetUp GO Application
10:29
Expose Counter Metric on GO App
16:06
Expose Gauge Metric on GO App
04:43
Expose Summary Metric on GO App
05:06
Expose Histogram Metric on GO App
04:56

Quantification of Instrumentation

1 lectures
What to Instrument
07:59

Prometheus Query Language - PromQL

7 lectures
Datatypes in PromQL
05:06
Selectors and Matchers in PromQL
07:29
Binary Operator
08:43
Groupers in PromQL
07:25
Aggregation operators
07:22
PromQL Functions - Part 1
10:16
PromQL Functions - Part 2
08:21

Recording Rules in Prometheus

5 lectures
What is Recording Rule?
07:55
Reload Prometheus Config at Runtime
12:13
Writing Recording Rules
11:52
Writing Recording Rules Part 2
07:32
Add Multiple Rules
09:59

Alerting Rules in Prometheus

9 lectures
What is Alerting ?
05:44
Writing and Firing the Alert
09:53
Avoid False Alerts in System
08:51
Add Labels on Alerts
16:58
Installing Alert Manager
07:40
Adding Alert Notifier - GMAIL
07:00
Create GMAIL App Password
05:30
Sending Alert Notification - GMAIL
06:13
Send Additional Information in Alert
07:08

Creating Routing Tree for Alerts

10 lectures
Why do you need Routing Tree?
04:48
Understanding Routing Tree Use-Case
07:53
Prepare Alerting Rules
17:24
Implementing the Routing Tree - 1
08:13
Implementing the Routing Tree - 2
06:44
Implementing the Routing Tree - 3
10:11
Run Routing Tree Alerts
12:31
Grouping Alerts
09:36
Silencing the Alerts
11:01
Send Alerts to Multiple StakeHolders
07:26

Service Discovery in Prometheus

2 lectures
Service Discovery Introduction
03:51
File Bases Service Discovery
15:49

Building Dashboard from Prometheus from Grafana

4 lectures
Grafana and It's Capabilities
08:17
Install Grafana and Configure Prometheus with Grafana
10:01
Create Custom DashBoard for Prometheus Metrics
15:00
Configure Dashboard for Kubernetes Prometheus
09:07

Bonus

1 lectures
Thank You and Bonus Note
02:32

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