Alluxio Product School Webinar - Get Started with Alluxio on Kubernetes

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Alluxio Product School Webinar Apr. 25, 2023 For more Alluxio Events: https://www.alluxio.io/events/ Speaker: Shaun Sun (Software Engineer, Alluxio) Shawn Sun, Alluxio's software engineer, shares how to get started with Alluxio on Kubernetes in April's Product School Webinar. To simplify the DevOps of the stack of Alluxio with a query engine, Alluxio has provided two ways to deploy on Kubernetes, helm and operator. They significantly simplify the deployment, configuration, and life cycle management of resources on Kubernetes. Through this webinar, you will learn step-by-step how to deploy and run Alluxio on Kubernetes to accelerate analytics workloads.

Software

Get Started with Alluxio on
Kubernetes
Shawn Sun - Alluxio

● Resource provision: network, system setup, etc.
● Multi-tenancy: different Alluxio clusters for different teams
● Easier deployment: Helm chart / Operator
● Security: containers provide isolation
Why Alluxio on Kubernetes?

Alluxio on Kubernetes - Master StatefulSet
Alluxio Master pod 0
Master
Contai
ner
Job
Master
Contai
ner
Alluxio Master pod 2
Master
Contai
ner
Job
Master
Contai
ner
Alluxio Master pod 1
Master
Contai
ner
Job
Master
Contai
ner
Master
Service 0
Master
Service 1
Master
Service 2

Alluxio on Kubernetes - Worker DaemonSet
Alluxio Worker pod
Worker
Container
Job
Worker
Container
Alluxio Worker pod
Worker
Container
Job
Worker
Container
…
K8s host machine K8s host machine

Alluxio on Kubernetes - Basic Cluster
Alluxio Master StatefulSet
Master
pod
Master
pod
Master
pod
Alluxio Worker DaemonSet
Worker
pod
Worker
pod
Worker
pod
Worker
pod
…
Alluxio clients

Deploy Alluxio on Kubernetes - Prerequisites
1. A running Kubernetes Cluster (e.g. eksctl with AWS)
2. Helm installed on the control plane of the
kubernetes cluster
a. Packages & publishes k8s resource
definitions
b. Enables templating of k8s YAMLs
c. Manages installation lifecycle in k8s

Download Alluxio helm chart
$ helm repo add alluxio-charts
https://alluxio-charts.storage.googleapis.com/openSource/2.9.3
$ helm repo list
NAME URL
alluxio-charts https://alluxio-charts.storage.googleapis.com/openSource/2.9.3

Construct conﬁguration ﬁle - basic
properties:
alluxio.master.mount.table.root.ufs: <your ufs>
<credentials for your ufs>
shortCircuit:
enabled: false
journal:
type: EMBEDDED
volumeType: emptyDir
! Not for production, only for trying Alluxio out
Save the file as config.yaml

$ helm install alluxio -f config.yaml alluxio-charts/alluxio
NAME: alluxio
LAST DEPLOYED: Mon Apr 24 10:09:57 2023
NAMESPACE: default
STATUS: deployed
REVISION: 1
TEST SUITE: None
$ kubectl get po
NAME READY STATUS RESTARTS AGE
alluxio-master-0 2/2 Running 0 61s
alluxio-worker-85b8c 2/2 Running 0 61s
alluxio-worker-vmtpl 2/2 Running 0 61s
Installation

Construct conﬁguration ﬁle - next level
# 1. Set resources (cpu, memory) for master, job master, worker, and job worker.
# 2. Set “-Xmx” and “-Xms” for these components too. Specify the allocated heap size.
journal:
type: EMBEDDED
volumeType: persistentVolumeClaim # persistent storage
storageClass: <storage for the pvc>
master:
count: 3
tieredStore:
# configure this for Alluxio to use designated storage space. NVMe is recommended.

Construct conﬁguration ﬁle - next level
fuse:
Enabled: # Set to true if you want to use POSIX API to access data in Alluxio.
# See https://docs.alluxio.io/os/user/2.9.3/en/api/POSIX-API.html
Proxy:
Enabled: # Set to true if you want to use S3 API to access data in Alluxio.
# See https://docs.alluxio.io/os/user/2.9.3/en/api/S3-API.html
Further tuning guide can be found at
● https://docs.alluxio.io/os/user/2.9.3/en/administration/Performance-Tuning.html
● https://docs.alluxio.io/os/user/2.9.3/en/administration/Scalability-Tuning.html

Stay tuned
For next generation of Alluxio on k8s, we move the open source code to
https://github.com/Alluxio/k8s-operator. Helm chart and operator are currently
under development. Feel free to check it out and give feedbacks!
Enterprise version will come out soon too!

Thank you for attending Alluxio
k8s product school session!
QA
Complete the Alluxio Community
survey for a chance to win an
Amazon Gift Card ($50)

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This presentation covers the following topics: What is logging? The purpose of logging: Debugging The purpose of logging: Security The purpose of logging: Stats & analytics Traditional logging Traditional logging: Advantages Traditional logging: Disadvantages The solution: Large-scale logging Large-scale logging: Core principles Large-scale logging: Solution types Large-scale logging: Cloud vs on-prem Large-scale logging: Operational complexity Large-scale logging: Security Large-scale logging: Costs Large-scale logging: On-prem comparison - Elasticsearch - Grafana Loki - VictoriaLogs On-prem comparison: Setup and operation On-prem comparison: Costs On-prem comparison: Full-text search support On-prem comparison: How to efficiently query 100TB of logs? On-prem comparison: Integration with CLI tools VictoriaLogs for large-scale logging VictoriaLogs demo instance - Ingestion rate: 3600 messages / minute - The number of log messages: 1.1 billion - Uncompressed log messages’ size: 1.5TB - Compressed log messages’ size: 23GB - Compression ratio: 47x - Memory usage: 150MB VictoriaLogs CLI integration demo - Which errors have occurred in all the apps during the last hour? - How many errors have occurred during the last hour? - Which apps generated the most of errors during the last hour? - The number of per-minute errors for the last 10 minutes - Status codes for the last hour - Non-200 status codes for the last week - Top client IPs for the last 4 weeks with 404 and 500 response status codes - Per-month stats for the given IP across all the logs Large-scale logging solution MUST provide excellent CLI integration VictoriaLogs: (temporary) drawbacks VictoriaLogs: Recap - Easy to setup and operate - The lowest RAM usage and disk space usage (up to 30x less than Elasticsearch and Grafana Loki) - Fast full-text search - Excellent integration with traditional command-line tools for log analysis - Accepts logs from popular log shippers (Filebeat, Fluentbit, Logstash, Vector, Promtail, Grafana Agent) - Open source and free to use!

Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024

VictoriaMetrics

WSO2CON 2024 - Navigating API Complexity: REST, GraphQL, gRPC, Websocket, Web...

WSO2

WSO2CON 2024 - Does Open Source Still Matter?

WSO2

We specialize in Psychic Readings, Psychic Love Spells, Binding Love Spells, Obsession Spells, Voodoo Spells, Lottery Spells, Marriage Spells, Black Magic Spells, Palm Readings & much more. Are you depressed? We perform this come-to-me love spell that works instantly with the aim of bringing back the victim to the person performing the magic. Have you lost your lover? We perform this come-to-me love spell that works instantly with the aim of bringing back the victim to the person performing the magic. Have you lost your lover? Do u need to solve any relationship problem? Contact the powerful spells caster chief kule with love spells that work overnight and love spells that really work. Have you found yourself infatuated with a special someone you think could be the one? Are you looking for a spell to provide them with a nudge in the right direction? Or maybe the spell you cast didn’t achieve the results you were hoping for? Whether you’re new or versed in the ways of spell casting, we’re here to help. Today we’re going to provide you with a detailed guide on the types of love spells to cast. Not only that but there’s something for those who wish to find outside advice from more advanced spell casters. We’re also going to provide you with the top sites available to help you with your dilemma. Let’s begin our journey by educating ourselves on love magic and what a real love caster looks like. Love Magic and Love Casters Love magic made its first appearance back in Ancient Egypt and has been an active practice since. This type of magic is a branch of traditional magic and can be practiced in various ways. Typically the more common use of love magic is through the work of spells, but other methods look like Charms Rituals-LOVE Potions-Dolls and even Amulets If you are interested in becoming a love caster, be prepared for what’s to come. A genuine love caster knows that the art of love casting is no easy feat and shouldn’t be done casually. You should know that not only does it require you to be gifted spiritually, but you must be ready to serve others. Someone who is considered a real love caster has experience in all manner of spells, no matter the difficulty. Training yourself in attraction, commitment, and marriage spells is an excellent place to start. But this by no means will make you a professional. Practice your craft and expand your knowledge; understand that you will possess the ability to help others in time truly. Types of Love Spells What better way to start broadening your experiences with love spells than by learning more about them? These spells work like just about any other spell. Simply apply your intention, use a medium (sigils, mantras, candles, or charm bags), and top it off with establishing the belief that you will receive what you want. So what kind of spells are available and which ones suit your needs the best? Let’s take a look at the many options you have at your disposal.

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WSO2CON2024 - It's time to go Platformless

WSO2

Alluxio Product School Webinar - Get Started with Alluxio on Kubernetes

1. Get Started with Alluxio on Kubernetes Shawn Sun - Alluxio

2. Shawn Sun ● Software Engineer at Alluxio ● Responsible for containerization of Alluxio, integration with Docker and Kubernetes

3. ● Resource provision: network, system setup, etc. ● Multi-tenancy: different Alluxio clusters for different teams ● Easier deployment: Helm chart / Operator ● Security: containers provide isolation Why Alluxio on Kubernetes?

4. Alluxio on Kubernetes - Master StatefulSet Alluxio Master pod 0 Master Contai ner Job Master Contai ner Alluxio Master pod 2 Master Contai ner Job Master Contai ner Alluxio Master pod 1 Master Contai ner Job Master Contai ner Master Service 0 Master Service 1 Master Service 2

5. Alluxio on Kubernetes - Worker DaemonSet Alluxio Worker pod Worker Container Job Worker Container Alluxio Worker pod Worker Container Job Worker Container … K8s host machine K8s host machine

6. Alluxio on Kubernetes - Basic Cluster Alluxio Master StatefulSet Master pod Master pod Master pod Alluxio Worker DaemonSet Worker pod Worker pod Worker pod Worker pod … Alluxio clients

7. Deploy Alluxio on Kubernetes - Prerequisites 1. A running Kubernetes Cluster (e.g. eksctl with AWS) 2. Helm installed on the control plane of the kubernetes cluster a. Packages & publishes k8s resource definitions b. Enables templating of k8s YAMLs c. Manages installation lifecycle in k8s

8. Download Alluxio helm chart $ helm repo add alluxio-charts https://alluxio-charts.storage.googleapis.com/openSource/2.9.3 $ helm repo list NAME URL alluxio-charts https://alluxio-charts.storage.googleapis.com/openSource/2.9.3

9. Construct conﬁguration ﬁle - basic properties: alluxio.master.mount.table.root.ufs: <your ufs> <credentials for your ufs> shortCircuit: enabled: false journal: type: EMBEDDED volumeType: emptyDir ! Not for production, only for trying Alluxio out Save the file as config.yaml

10. $ helm install alluxio -f config.yaml alluxio-charts/alluxio NAME: alluxio LAST DEPLOYED: Mon Apr 24 10:09:57 2023 NAMESPACE: default STATUS: deployed REVISION: 1 TEST SUITE: None $ kubectl get po NAME READY STATUS RESTARTS AGE alluxio-master-0 2/2 Running 0 61s alluxio-worker-85b8c 2/2 Running 0 61s alluxio-worker-vmtpl 2/2 Running 0 61s Installation

11. Construct conﬁguration ﬁle - next level # 1. Set resources (cpu, memory) for master, job master, worker, and job worker. # 2. Set “-Xmx” and “-Xms” for these components too. Specify the allocated heap size. journal: type: EMBEDDED volumeType: persistentVolumeClaim # persistent storage storageClass: <storage for the pvc> master: count: 3 tieredStore: # configure this for Alluxio to use designated storage space. NVMe is recommended.

12. Construct conﬁguration ﬁle - next level fuse: Enabled: # Set to true if you want to use POSIX API to access data in Alluxio. # See https://docs.alluxio.io/os/user/2.9.3/en/api/POSIX-API.html Proxy: Enabled: # Set to true if you want to use S3 API to access data in Alluxio. # See https://docs.alluxio.io/os/user/2.9.3/en/api/S3-API.html Further tuning guide can be found at ● https://docs.alluxio.io/os/user/2.9.3/en/administration/Performance-Tuning.html ● https://docs.alluxio.io/os/user/2.9.3/en/administration/Scalability-Tuning.html

13. Stay tuned For next generation of Alluxio on k8s, we move the open source code to https://github.com/Alluxio/k8s-operator. Helm chart and operator are currently under development. Feel free to check it out and give feedbacks! Enterprise version will come out soon too!

14. Thank you for attending Alluxio k8s product school session! QA Complete the Alluxio Community survey for a chance to win an Amazon Gift Card ($50)

Alluxio Product School Webinar - Get Started with Alluxio on Kubernetes

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