Tuesday, March 14, 2023

Installing the ELK stack and Fluent-Bit on Minikube on Ubuntu 20.04

 Background

This should be easy, but it took me a couple of days to successfully get it running, so that showed me that I needed to create this post. The problems are:

1. There are a LOT of out-of-date articles out there that are now just wrong (this one was written on 3/14/2023 and will be obsolete at some point; I apologize in advance if you are reading this after that point of obsolescence). It's not the fault of the authors. Components in this space are simply changing very quickly. Event some of the latest HOWTO documentation in the different github repositories is wrong (invalid/deprecated flag used, etc.)

2. The various helm charts include some example yaml files (yay!) that don't work without modification (dammit!).

3. The Fluent Bit helm chart defaults simply do not work with a default Elasticsearch install. Specifically, Elasticsearch requires (and there is no way to disable this) TLS connections with authentication, while the Fluent Bit chart is only set up for an HTTP connection to Elasticsearch with NO authentication.

So those are some of the reasons for this article.

This solution is for a DEV/practice environment. I can't possibly list all of the reasons why. Those reasons start with "it's on minikube" and include "the Elastic password is in plaintext", among many, many others.

Solution

I've uploaded the scripts as gists to Github. So all you need to do is start with a working install of Ubuntu 20.04 desktop (my test systems have been configured with 16 cores and 64GB RAM). Your user must have sudo access (you'll be prompted for the password as the scripts run) and you can run these two scripts in order:






Monday, March 13, 2023

Installing Minikube and Prometheus on Ubuntu 20.04 as of 3/11/2023

Background

You might think it's strange that I've included a specific date in the title of this post, which means that you haven't tried to perform this kind of installation at two points in time some number of months apart. See, EVERYTHING in this space is changing rapidly. The latest and greatest way to install Prometheus in Kubernetes (whether it's actual K8s or minikube or anything else) is to install kube-prometheus-stack (https://github.com/prometheus-community/helm-charts/tree/main/charts/kube-prometheus-stack) via a helm chart. But the specific details can be changed at any time. None of the many links I found gave me a working installation without modifying the commands at least a little. So I'm hoping this post is useful to at least one person before one or more changes make it obsolete.

Solution

Here's the script that will get everything installed. You can Google any of the commands you want to see why they're in here if you're curious. But if you just need a stinkin' cluster with Prometheus installed, the exact script to do it is below. Some additional links I used to get to this point:





Monday, February 13, 2023

Recent versions of the Netcool Message Bus Probe support Kafka

 We are working with a client who needed to send events from their cloud-native application to their legacy on-prem netcool Operations Insight implementation. After researching a bit, we found that their application was already writing the events of interest to a Kafka topic. The only issue was that they had an old version of the Message Bus Probe. So we installed version 21 of the probe and used the included Nokia NFMP files as a starting point to configure the probe to pull the events from this topic so that they could be processed by Netcool. 

Reach out to us if you're using Netcool/Watson AIOps and need some help working through some obstacles.

Friday, February 10, 2023

The Fluent Bit rewrite_tag filter doesn't fully work until version 1.8.12

 I'm working with a client who has a packaged Kubernetes distribution installed that includes Fluent Bit 1.8.3. I tried the config from my last blog post on their system, and it just does NOT work as expected. In their system, it creates a new message with the new tag, but then none of the subsequent filters are applied. I had been working in the latest version (2.0.9), and everything worked like a champ. So I downloaded 1.8.3 and found that the same configuration didn't work. It seemed to partially call the rewrite_tag filter (if I set KEEP to false, it would delete the message, but if I set KEEP to true, it did nothing). The test configuration they suggest, using an input of type Dummy actually works exactly as expected. But the problem seems to be when you have an Input of type tail. And there is no workaround other than upgrading to a newer version. I actually downloaded and tested 1.8.4 through 1.8.12 before it worked correctly. So my client is now working on upgrading to a newer version.

Wednesday, February 8, 2023

Configuring Fluent Bit to send messages to the Netcool Mesage Bus probe

 Background

Fluent Bit is an open source and multi-platform log processor tool which aims to be a generic Swiss knife for logs processing and distribution.

It is included with several distributions of Kubernetes, and is used to pull log messages from multiple sources, modify them as needed, and send the records to one or more output destinations. It is amazingly customizable, so you can do just about any processing you want, with a couple of idiosyncracies, one of which I'll describe here.

The Challenge

What if you have a log message that you want to handle in two different ways:

1. Normalize the fields in the log message for storage in ElasticSearch (or Splunk, etc.).

2. Modify the log message so it has all of the appropriate fields needed for processing by your Netcool environment (fields that you don't necessarily want in your log storage system).

The Solution

Based on all of the unique restrictions in Fluent Bit, what you need to do is create a new copy of the log message, preserving the original so that the original can go through your "standard" processing, and the new message can be processed according to your needs in Netcool.

The specifics of this solution are to use a rewrite_tag FILTER to create a new, distinct copy of the message with a custom tag within the Fluent Bit pipeline, and then configure the appropriate additional FILTERs and OUTPUTs that only Match this new, custom tag. You also need to modify any existing OUTPUTs to exclude this new tag.

Here's a high-level graphic showing what we're going to do:



Our rewrite_tag FILTER is going to match all tags beginning with "kub". This will exclude our new tag, which will be "INC". So after the rewrite_tag filter, there will be two messages in the pipeline: the original plus our new one with our custom "INC" tag. We can the specify the appropriate Match statements in later FILTERs to only match the appropriate tag. So in the ES output above, the Match_Regex statement is:

Match_Regex  ^(?!INC).*

The official name of the above is a "lookahead exclude". Go ahead and try it out at regex101.com if you want. It will match any tag that does NOT begin with "INC", which is the custom tag for our new messages that we want to send tou our HTTP Message Bus probe.

The rewrite_tag FILTER will be custom for your environment, but the following may be close in many cases. For my case, I want to match any message that has a log field containing the string "ERROR writing to". You'll have to analyze your current messages to find the appropriate field and string that you're interested in. But here's my rewrite_tag FILTER stanza:

[FILTER]
    Name rewrite_tag
    Match_Regex ^(?!INC).*
    Rule    $log  ^.*Error\swriting\sto.* INC true

The "Rule" statement is the tricky part here. This statement consists of 4 parts, separated by whitespace:

Rule - the literal string "Rule"
$log - the name of the field you want to search to create a new message, preceded by "$". In this case, we want to search the field named log.
^.*Error\swriting\sto.* - the regular expression we want to match in the specified field. This regular expression CANNOT CONTAIN SPACES. That's why I'm using "\s".
INC - this is the name of the tag to set on the new message. This tag is ONLY used within the Fluent Bit pipeline, so it can literally be anything you want. I chose "INC" because these messages will be sent to the Message Bus proble to eventually create incidents in ServiceNow.
true - this specifies that we want the KEEP the original message. This allows it to continue to be processed as needed.

After you have the rewrite_tag FILTER in place, you will have at least one additional FILTER of type "modify" in your pipeline to allow you to add fields, rename fields, etc. You'll then have an OUTPUT stanza of type "http" to specify the location of the Message Bus probe. Something like the following:

[OUTPUT]
    Name http
    port 80
    Match INC
    host probehost
    uri /probe/webhook/fluentbit
    format json
    json_date_format epoch

The above specifies that the URL that these messages will be sent to is 

http://probehost:80/probe/webhook/fluentbit

In the json that's sent in the body of the POST request, there will be a field named date , and it will be in Unix "epoch" format, which is an integer representing the number of seconds since the beginning of the current epoch (a "normal" Unix/Linux timestamp).

That's it. That's all of the basic configuration needed on the Fluent Bit side.

Extra Credit/TLS Config

If your Message Bus probe is using TLS, you just need to add the following two lines to the above OUTPUT stanza:

    tls On
    tls.verify Off

The first line enables TLS encryption, and the second line is a shortcut that allows the connection to succeed without having to add the appropriate certificates to Fluent Bit - it will accept any certificate presented to it by the Message Bus probe, even a self-signed certificate.

Wednesday, August 24, 2022

An Example of a Useful Notification Email

You should have monitors in place to detect problems in your enterprise. These can be individual monitors defined for an agent, or queries/thresholds defined for data collected by an observability platform. Either way, at some point, you need to notify someone about what went wrong.

The following is an email notification we set up for a customer:




The important things to note are:

  1. What failed? The "Tivoli CTH Health Check" failed in PROD.
  2. What needs to be done? Run all of the checks that are listed at the end of the email.
While this amount of actionable information is just normal to some number of people, many organizations simply don't have this kind of information-rich notification configured. The part I like the best is the "run book", basically the "What needs to be done" part. This could have a lot more detail, but it is sufficient for the known target audience of this email. The additional details (like in a run book) would be the exact steps needed to perform the checks, along with maybe a video showing what it should normally look like.