Submit Search
Upload
Elastic the swiss army knife for Redbooth
•
0 likes
•
225 views
Carlos Martinez
Follow
Elastic (Elasticsearch) the swiss army knife for Redbooth @csaura @redbooth
Read less
Read more
Engineering
Report
Share
Report
Share
1 of 18
Download now
Download to read offline
Recommended
Big Data Day LA 2016/ Big Data Track - Rapid Analytics @ Netflix LA (Updated ...
Big Data Day LA 2016/ Big Data Track - Rapid Analytics @ Netflix LA (Updated ...
Data Con LA
Watching Pigs Fly with the Netflix Hadoop Toolkit (Hadoop Summit 2013)
Watching Pigs Fly with the Netflix Hadoop Toolkit (Hadoop Summit 2013)
Jeff Magnusson
2016 Tableau in the Cloud - A Netflix Original (AWS Re:invent)
2016 Tableau in the Cloud - A Netflix Original (AWS Re:invent)
Albert Wong
Data-Driven @ Netflix
Data-Driven @ Netflix
Michelle Ufford
How Apache Spark Changed the Way We Hire People with Tomasz Magdanski
How Apache Spark Changed the Way We Hire People with Tomasz Magdanski
Databricks
Rapid Data Analytics @ Netflix
Rapid Data Analytics @ Netflix
Monisha Kanoth
Rapid Data Analytics @ Netflix
Rapid Data Analytics @ Netflix
Data Con LA
Data Science and Enterprise Engineering with Michael Finger and Chris Robison
Data Science and Enterprise Engineering with Michael Finger and Chris Robison
Databricks
Recommended
Big Data Day LA 2016/ Big Data Track - Rapid Analytics @ Netflix LA (Updated ...
Big Data Day LA 2016/ Big Data Track - Rapid Analytics @ Netflix LA (Updated ...
Data Con LA
Watching Pigs Fly with the Netflix Hadoop Toolkit (Hadoop Summit 2013)
Watching Pigs Fly with the Netflix Hadoop Toolkit (Hadoop Summit 2013)
Jeff Magnusson
2016 Tableau in the Cloud - A Netflix Original (AWS Re:invent)
2016 Tableau in the Cloud - A Netflix Original (AWS Re:invent)
Albert Wong
Data-Driven @ Netflix
Data-Driven @ Netflix
Michelle Ufford
How Apache Spark Changed the Way We Hire People with Tomasz Magdanski
How Apache Spark Changed the Way We Hire People with Tomasz Magdanski
Databricks
Rapid Data Analytics @ Netflix
Rapid Data Analytics @ Netflix
Monisha Kanoth
Rapid Data Analytics @ Netflix
Rapid Data Analytics @ Netflix
Data Con LA
Data Science and Enterprise Engineering with Michael Finger and Chris Robison
Data Science and Enterprise Engineering with Michael Finger and Chris Robison
Databricks
Building a Data Science as a Service Platform in Azure with Databricks
Building a Data Science as a Service Platform in Azure with Databricks
Databricks
Splunk Quick Overview for Emirates Travel Hackathon
Splunk Quick Overview for Emirates Travel Hackathon
Hal Rottenberg
An Update on Scaling Data Science Applications with SparkR in 2018 with Heiko...
An Update on Scaling Data Science Applications with SparkR in 2018 with Heiko...
Databricks
Productive Data Tools for Quants
Productive Data Tools for Quants
Wes McKinney
Marketing Data Engineering Team @ Netflix
Marketing Data Engineering Team @ Netflix
Nihit Kaul (He/Him)
R Then and Now
R Then and Now
Revolution Analytics
No sql and sql - open analytics summit
No sql and sql - open analytics summit
Open Analytics
Distributed Data Quality - Technical Solutions for Organizational Scaling
Distributed Data Quality - Technical Solutions for Organizational Scaling
Justin Cunningham
Data analytics at a petabyte scale final
Data analytics at a petabyte scale final
Ori Reshef
Big Data Meets Learning Science: Keynote by Al Essa
Big Data Meets Learning Science: Keynote by Al Essa
Spark Summit
Notebooks @ Netflix: From analytics to engineering with Jupyter notebooks
Notebooks @ Netflix: From analytics to engineering with Jupyter notebooks
Michelle Ufford
The Little Warehouse That Couldn't Or: How We Learned to Stop Worrying and Mo...
The Little Warehouse That Couldn't Or: How We Learned to Stop Worrying and Mo...
Spark Summit
Big Data Science Challenges in Media
Big Data Science Challenges in Media
Chandan Rajah
Virtualizing Analytics with Apache Spark: Keynote by Arsalan Tavakoli
Virtualizing Analytics with Apache Spark: Keynote by Arsalan Tavakoli
Spark Summit
DLoBD: An Emerging Paradigm of Deep Learning Over Big Data Stacks with Dhaba...
DLoBD: An Emerging Paradigm of Deep Learning Over Big Data Stacks with Dhaba...
Databricks
Dataiku pig - hive - cascading
Dataiku pig - hive - cascading
Dataiku
Moving eBay’s Data Warehouse Over to Apache Spark – Spark as Core ETL Platfor...
Moving eBay’s Data Warehouse Over to Apache Spark – Spark as Core ETL Platfor...
Databricks
Fotoalbum agility
Fotoalbum agility
supermelmel
Brochure Studio Pothoff
Brochure Studio Pothoff
StudioPothoff
Presentation kalani
Presentation kalani
Jammy2011
Mediakoordinator SEO: Norsk SEO verktøy med automatisert SEO rapport
Mediakoordinator SEO: Norsk SEO verktøy med automatisert SEO rapport
Nettpilot
Steve's SMART Goal
Steve's SMART Goal
scondon33
More Related Content
What's hot
Building a Data Science as a Service Platform in Azure with Databricks
Building a Data Science as a Service Platform in Azure with Databricks
Databricks
Splunk Quick Overview for Emirates Travel Hackathon
Splunk Quick Overview for Emirates Travel Hackathon
Hal Rottenberg
An Update on Scaling Data Science Applications with SparkR in 2018 with Heiko...
An Update on Scaling Data Science Applications with SparkR in 2018 with Heiko...
Databricks
Productive Data Tools for Quants
Productive Data Tools for Quants
Wes McKinney
Marketing Data Engineering Team @ Netflix
Marketing Data Engineering Team @ Netflix
Nihit Kaul (He/Him)
R Then and Now
R Then and Now
Revolution Analytics
No sql and sql - open analytics summit
No sql and sql - open analytics summit
Open Analytics
Distributed Data Quality - Technical Solutions for Organizational Scaling
Distributed Data Quality - Technical Solutions for Organizational Scaling
Justin Cunningham
Data analytics at a petabyte scale final
Data analytics at a petabyte scale final
Ori Reshef
Big Data Meets Learning Science: Keynote by Al Essa
Big Data Meets Learning Science: Keynote by Al Essa
Spark Summit
Notebooks @ Netflix: From analytics to engineering with Jupyter notebooks
Notebooks @ Netflix: From analytics to engineering with Jupyter notebooks
Michelle Ufford
The Little Warehouse That Couldn't Or: How We Learned to Stop Worrying and Mo...
The Little Warehouse That Couldn't Or: How We Learned to Stop Worrying and Mo...
Spark Summit
Big Data Science Challenges in Media
Big Data Science Challenges in Media
Chandan Rajah
Virtualizing Analytics with Apache Spark: Keynote by Arsalan Tavakoli
Virtualizing Analytics with Apache Spark: Keynote by Arsalan Tavakoli
Spark Summit
DLoBD: An Emerging Paradigm of Deep Learning Over Big Data Stacks with Dhaba...
DLoBD: An Emerging Paradigm of Deep Learning Over Big Data Stacks with Dhaba...
Databricks
Dataiku pig - hive - cascading
Dataiku pig - hive - cascading
Dataiku
Moving eBay’s Data Warehouse Over to Apache Spark – Spark as Core ETL Platfor...
Moving eBay’s Data Warehouse Over to Apache Spark – Spark as Core ETL Platfor...
Databricks
What's hot
(17)
Building a Data Science as a Service Platform in Azure with Databricks
Building a Data Science as a Service Platform in Azure with Databricks
Splunk Quick Overview for Emirates Travel Hackathon
Splunk Quick Overview for Emirates Travel Hackathon
An Update on Scaling Data Science Applications with SparkR in 2018 with Heiko...
An Update on Scaling Data Science Applications with SparkR in 2018 with Heiko...
Productive Data Tools for Quants
Productive Data Tools for Quants
Marketing Data Engineering Team @ Netflix
Marketing Data Engineering Team @ Netflix
R Then and Now
R Then and Now
No sql and sql - open analytics summit
No sql and sql - open analytics summit
Distributed Data Quality - Technical Solutions for Organizational Scaling
Distributed Data Quality - Technical Solutions for Organizational Scaling
Data analytics at a petabyte scale final
Data analytics at a petabyte scale final
Big Data Meets Learning Science: Keynote by Al Essa
Big Data Meets Learning Science: Keynote by Al Essa
Notebooks @ Netflix: From analytics to engineering with Jupyter notebooks
Notebooks @ Netflix: From analytics to engineering with Jupyter notebooks
The Little Warehouse That Couldn't Or: How We Learned to Stop Worrying and Mo...
The Little Warehouse That Couldn't Or: How We Learned to Stop Worrying and Mo...
Big Data Science Challenges in Media
Big Data Science Challenges in Media
Virtualizing Analytics with Apache Spark: Keynote by Arsalan Tavakoli
Virtualizing Analytics with Apache Spark: Keynote by Arsalan Tavakoli
DLoBD: An Emerging Paradigm of Deep Learning Over Big Data Stacks with Dhaba...
DLoBD: An Emerging Paradigm of Deep Learning Over Big Data Stacks with Dhaba...
Dataiku pig - hive - cascading
Dataiku pig - hive - cascading
Moving eBay’s Data Warehouse Over to Apache Spark – Spark as Core ETL Platfor...
Moving eBay’s Data Warehouse Over to Apache Spark – Spark as Core ETL Platfor...
Viewers also liked
Fotoalbum agility
Fotoalbum agility
supermelmel
Brochure Studio Pothoff
Brochure Studio Pothoff
StudioPothoff
Presentation kalani
Presentation kalani
Jammy2011
Mediakoordinator SEO: Norsk SEO verktøy med automatisert SEO rapport
Mediakoordinator SEO: Norsk SEO verktøy med automatisert SEO rapport
Nettpilot
Steve's SMART Goal
Steve's SMART Goal
scondon33
Resume
Resume
rasth
Sql 99 and_some_techniques
Sql 99 and_some_techniques
Alexey Kiselyov
Media project
Media project
morganjasko
Resume
Resume
rasth
User
User
TadHo Walikukuni
Kurs i webanalyse og Google Analytics for Kommunikasjonsforeningen
Kurs i webanalyse og Google Analytics for Kommunikasjonsforeningen
Nettpilot
Mapping the Messy Archive
Mapping the Messy Archive
Theis Madsen
Alish
Alish
Muneeb Waseem
Tausug delicacies
Tausug delicacies
Solover Apolinario
Older SEO Presales report from 2011
Older SEO Presales report from 2011
Nettpilot
Why Go Mobile
Why Go Mobile
LllyppsNRzrblds
Jenis ulir
Jenis ulir
yohsetyo
Viewers also liked
(17)
Fotoalbum agility
Fotoalbum agility
Brochure Studio Pothoff
Brochure Studio Pothoff
Presentation kalani
Presentation kalani
Mediakoordinator SEO: Norsk SEO verktøy med automatisert SEO rapport
Mediakoordinator SEO: Norsk SEO verktøy med automatisert SEO rapport
Steve's SMART Goal
Steve's SMART Goal
Resume
Resume
Sql 99 and_some_techniques
Sql 99 and_some_techniques
Media project
Media project
Resume
Resume
User
User
Kurs i webanalyse og Google Analytics for Kommunikasjonsforeningen
Kurs i webanalyse og Google Analytics for Kommunikasjonsforeningen
Mapping the Messy Archive
Mapping the Messy Archive
Alish
Alish
Tausug delicacies
Tausug delicacies
Older SEO Presales report from 2011
Older SEO Presales report from 2011
Why Go Mobile
Why Go Mobile
Jenis ulir
Jenis ulir
Similar to Elastic the swiss army knife for Redbooth
Matapihi 'The National Digital Project'. The University of Auckland Library P...
Matapihi 'The National Digital Project'. The University of Auckland Library P...
Rose Holley
Apache Solr - An Experience Report
Apache Solr - An Experience Report
Netcetera
Powering Interactive Data Analysis at Pinterest by Amazon Redshift
Powering Interactive Data Analysis at Pinterest by Amazon Redshift
Jie Li
Realtime search at Yammer
Realtime search at Yammer
Boris Aleksandrovsky
Real-time Search at Yammer - By Aleksandrovsky Boris
Real-time Search at Yammer - By Aleksandrovsky Boris
lucenerevolution
Real Time Search at Yammer
Real Time Search at Yammer
Lucidworks (Archived)
How Linked Data Can Speed Information Discovery
How Linked Data Can Speed Information Discovery
Alex Meadows
Lighthouse - an open-source library to build data lakes - Kris Peeters
Lighthouse - an open-source library to build data lakes - Kris Peeters
Data Science Leuven
re:Invent re:Cap - Big Data & IoT at Any Scale
re:Invent re:Cap - Big Data & IoT at Any Scale
Adrian Hornsby
SQLBits VI - Improving database performance by removing the database
SQLBits VI - Improving database performance by removing the database
Simon Munro
Redis and Bloom Filters - Atlanta Java Users Group 9/2014
Redis and Bloom Filters - Atlanta Java Users Group 9/2014
Christopher Curtin
AWS Summit 2013 | Singapore - Understanding AWS Storage Options
AWS Summit 2013 | Singapore - Understanding AWS Storage Options
Amazon Web Services
Database and Analytics on the AWS Cloud
Database and Analytics on the AWS Cloud
Amazon Web Services
Using Data Lakes
Using Data Lakes
Amazon Web Services
Modern Data Architectures for Business Insights at Scale
Modern Data Architectures for Business Insights at Scale
Amazon Web Services
Innovation Track AWS Cloud Experience Argentina - Data Lakes & Analytics en AWS
Innovation Track AWS Cloud Experience Argentina - Data Lakes & Analytics en AWS
Amazon Web Services LATAM
Query or Not to Query? Using Apache Spark Metrics to Highlight Potentially Pr...
Query or Not to Query? Using Apache Spark Metrics to Highlight Potentially Pr...
Databricks
StructuredStreaming webinar slides.pptx
StructuredStreaming webinar slides.pptx
MiloudMihoubi
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Radu Vunvulea
StructuredStreaming webinar slides.pptx
StructuredStreaming webinar slides.pptx
GianCarloPoggiEscoba1
Similar to Elastic the swiss army knife for Redbooth
(20)
Matapihi 'The National Digital Project'. The University of Auckland Library P...
Matapihi 'The National Digital Project'. The University of Auckland Library P...
Apache Solr - An Experience Report
Apache Solr - An Experience Report
Powering Interactive Data Analysis at Pinterest by Amazon Redshift
Powering Interactive Data Analysis at Pinterest by Amazon Redshift
Realtime search at Yammer
Realtime search at Yammer
Real-time Search at Yammer - By Aleksandrovsky Boris
Real-time Search at Yammer - By Aleksandrovsky Boris
Real Time Search at Yammer
Real Time Search at Yammer
How Linked Data Can Speed Information Discovery
How Linked Data Can Speed Information Discovery
Lighthouse - an open-source library to build data lakes - Kris Peeters
Lighthouse - an open-source library to build data lakes - Kris Peeters
re:Invent re:Cap - Big Data & IoT at Any Scale
re:Invent re:Cap - Big Data & IoT at Any Scale
SQLBits VI - Improving database performance by removing the database
SQLBits VI - Improving database performance by removing the database
Redis and Bloom Filters - Atlanta Java Users Group 9/2014
Redis and Bloom Filters - Atlanta Java Users Group 9/2014
AWS Summit 2013 | Singapore - Understanding AWS Storage Options
AWS Summit 2013 | Singapore - Understanding AWS Storage Options
Database and Analytics on the AWS Cloud
Database and Analytics on the AWS Cloud
Using Data Lakes
Using Data Lakes
Modern Data Architectures for Business Insights at Scale
Modern Data Architectures for Business Insights at Scale
Innovation Track AWS Cloud Experience Argentina - Data Lakes & Analytics en AWS
Innovation Track AWS Cloud Experience Argentina - Data Lakes & Analytics en AWS
Query or Not to Query? Using Apache Spark Metrics to Highlight Potentially Pr...
Query or Not to Query? Using Apache Spark Metrics to Highlight Potentially Pr...
StructuredStreaming webinar slides.pptx
StructuredStreaming webinar slides.pptx
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
StructuredStreaming webinar slides.pptx
StructuredStreaming webinar slides.pptx
Recently uploaded
Call Girls in Ramesh Nagar Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
Call Girls in Ramesh Nagar Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
9953056974 Low Rate Call Girls In Saket, Delhi NCR
Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar ≼🔝 Delhi door step de...
Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar ≼🔝 Delhi door step de...
9953056974 Low Rate Call Girls In Saket, Delhi NCR
Call Girls Wakad Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Wakad Call Me 7737669865 Budget Friendly No Advance Booking
roncy bisnoi
chapter 5.pptx: drainage and irrigation engineering
chapter 5.pptx: drainage and irrigation engineering
mulugeta48
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
Call Girls in Nagpur High Profile
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
Kamal Acharya
Online banking management system project.pdf
Online banking management system project.pdf
Kamal Acharya
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
dharasingh5698
Roadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and Routes
M Maged Hegazy, LLM, MBA, CCP, P3O
KubeKraft presentation @CloudNativeHooghly
KubeKraft presentation @CloudNativeHooghly
sanyuktamishra911
PVC VS. FIBERGLASS (FRP) GRAVITY SEWER - UNI BELL
PVC VS. FIBERGLASS (FRP) GRAVITY SEWER - UNI BELL
ManishPatel169454
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
roncy bisnoi
Thermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - V
DineshKumar4165
NFPA 5000 2024 standard .
NFPA 5000 2024 standard .
DerechoLaboralIndivi
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
roncy bisnoi
Double rodded leveling 1 pdf activity 01
Double rodded leveling 1 pdf activity 01
KreezheaRecto
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
Asst.prof M.Gokilavani
(INDIRA) Call Girl Meerut Call Now 8617697112 Meerut Escorts 24x7
(INDIRA) Call Girl Meerut Call Now 8617697112 Meerut Escorts 24x7
Call Girls in Nagpur High Profile Call Girls
notes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.ppt
MsecMca
Java Programming :Event Handling(Types of Events)
Java Programming :Event Handling(Types of Events)
simmis5
Recently uploaded
(20)
Call Girls in Ramesh Nagar Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
Call Girls in Ramesh Nagar Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar ≼🔝 Delhi door step de...
Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar ≼🔝 Delhi door step de...
Call Girls Wakad Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Wakad Call Me 7737669865 Budget Friendly No Advance Booking
chapter 5.pptx: drainage and irrigation engineering
chapter 5.pptx: drainage and irrigation engineering
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
Online banking management system project.pdf
Online banking management system project.pdf
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
Roadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and Routes
KubeKraft presentation @CloudNativeHooghly
KubeKraft presentation @CloudNativeHooghly
PVC VS. FIBERGLASS (FRP) GRAVITY SEWER - UNI BELL
PVC VS. FIBERGLASS (FRP) GRAVITY SEWER - UNI BELL
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
Thermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - V
NFPA 5000 2024 standard .
NFPA 5000 2024 standard .
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Double rodded leveling 1 pdf activity 01
Double rodded leveling 1 pdf activity 01
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
(INDIRA) Call Girl Meerut Call Now 8617697112 Meerut Escorts 24x7
(INDIRA) Call Girl Meerut Call Now 8617697112 Meerut Escorts 24x7
notes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.ppt
Java Programming :Event Handling(Types of Events)
Java Programming :Event Handling(Types of Events)
Elastic the swiss army knife for Redbooth
1.
2.
@CSAURACarlos Saura 4-5 months
with Elastic 3 years in Redbooth I can’t remember as Rails Developer
3.
Communication and Collaboration ! Realtime
Communication (Chat + Video) Project Management Lots of integrations
4.
GREAT WORKING ENVIRONMENT Lots of
parties - Ping Pong Table - Great Offsites - Nerf’s
5.
We also work
hard
6.
For what we
use Elastic?
7.
Business Metrics & troubleshooting ! Time
Series DB ! Search engine
8.
Business Metrics & troubleshooting logstash
9.
10.
Time Series Database
11.
Time Series Database Far
from Production Ready Official clients outdated No support for timezones
12.
Time Series Database Support
for timezones Good official clients Rock solid Elastic
13.
Time Series Database Store
raw data for future reports Store information data on event each day is a index Elastic curator
14.
Search
15.
Search Not scale Delta every
10 min Full scan every day Dedicated resources before elastic
16.
Search More realtime search
(Chat) Works over HTTP We had the infrastructure gem: elasticsearch-model with elastic
17.
Issues Start with small
machines ! Store too old Logstash indexes ! Not enough network bad with between nodes A bit black box
18.
Thanks
Download now