SlideShare ist ein Scribd-Unternehmen logo
1 von 36
Run automated tests in Docker
Oleksandr Metelytsia
5 December 2017, Kyiv
About me
Senior Test Automation Engineer in SoftServe
8+ years experience in software testing on different projects
Agenda
●Problem statement
●Docker to the rescue
●“Hello world” with Docker
●Tips and Tricks
●Q&A
Works on my machine (c)
●OS differences between CI and local run
●python versions
●selenium and browser versions
●dependencies versions
●environment specific issues
●tools and libraries versions
●...
Possible reasons
Docker to the rescue
Docker containers wrap a piece of software in
a complete filesystem that contains
everything needed to run: code, runtime,
system tools, system libraries – anything that
can be installed on a server. This guarantees
that the software will always run the same,
regardless of its environment.
Docker
● docker != Virtual Machine like VirtualBox ov VMWare
● docker != configuration management like Chef or Puppet
● Encapsulates an app and all it dependencies including OS
into a single object called container
● Gives portable deployment across machines
● Works on Mac, Linux, Windows
● Multi-container orchestration with docker-compose
Docker diagram
Enough theory. Let’s code.
Step0.
Install docker and docker-compose
Hello world
Our dependencies
Dockerize the app
Build and test container
The dependency
Not so easy to setup Redis in an identical way every
time in a traditional environment.
But easy with Docker
Build and run
Test application
Create test case
Test dependencies: Firefox47 and requirements.txt
Test run:
Headless mode: xvfb
Xvfb or X virtual framebuffer
is a display server which
performs all graphical operations
in virtual memory without
showing any screen output.
Headless mode: xvfbwrapper
xvfbwrapper is a python wrapper for controlling Xvfb.
Let’s use xvfbwrapper
Create test environment
Build and test container
Test env Docker-compose yaml
Run pipeline
We are ready for Continuous Integration!
● very few commands to run in CI
● simple agents setup
● easy to maintain dependencies
● clear external services configuration
● the same local and CI envs
● fast dev-loop
● multi-environmental
Will this work on Windows7?
Tips & Tricks: Docker registry
The Registry is a stateless, highly scalable server side
application that stores and lets you distribute Docker images.
You could run your own private registry or use Docker Hub.
Tips & Tricks: CI your docker images
1.Put Dockerfiles under version control
2.Create CI plans to build and push images
3.Trigger plans on repo commit
4.Profit
Tips & Tricks: Official repositories
Thanks to Docker and Docker-Compose we automated:
● build of application (Dockerfile)
● deploy of a local environment (docker-compose.yml)
● build of a testing image (Dockerfile.test)
● tests execution (docker-compose.test.yml) for an application
Conclusions: 1
Advantages of using the docker-compose.test.yml file for testing:
● Automatable: the way a tool executes the docker-compose.test.yml is
independent of the application under test
● Light-weight: hundreds of external services can be deployed on a single
host, simulating complex test environments
● Agnostic: avoid CI provider lock-in, and your tests can run in any
infrastructure and on any OS which supports Docker
● Immutable: tests passing on your local machine will pass in your CI tool
Conclusions: 2
Conclusions: 3
Oleksandr Metelytsia
ometel@softserveinc.com
metelitsa.alexandr@gmail.com
Q&A

Weitere ähnliche Inhalte

Was ist angesagt?

The Fairy Tale of the One Command Build Script
The Fairy Tale of the One Command Build ScriptThe Fairy Tale of the One Command Build Script
The Fairy Tale of the One Command Build ScriptDocker, Inc.
 
Docker and DevOps --- new IT culture
Docker and DevOps --- new IT cultureDocker and DevOps --- new IT culture
Docker and DevOps --- new IT cultureTerry Chen
 
Azure Meetup Stuttgart - Multi-arch Docker images
Azure Meetup Stuttgart - Multi-arch Docker imagesAzure Meetup Stuttgart - Multi-arch Docker images
Azure Meetup Stuttgart - Multi-arch Docker imagesStefan Scherer
 
Docker for tooling
Docker for toolingDocker for tooling
Docker for toolingRafael Gomes
 
CI/CD with Docker on AWS
CI/CD with Docker on AWSCI/CD with Docker on AWS
CI/CD with Docker on AWSHart Hoover
 
Developer South Coast 2018: Modernizing .NET Apps with Docker
Developer South Coast 2018: Modernizing .NET Apps with DockerDeveloper South Coast 2018: Modernizing .NET Apps with Docker
Developer South Coast 2018: Modernizing .NET Apps with DockerElton Stoneman
 
From Zero Docker to Hackathon Winner - Marcos Lilljedahl and Jimena Tapia
From Zero Docker to Hackathon Winner - Marcos Lilljedahl and Jimena TapiaFrom Zero Docker to Hackathon Winner - Marcos Lilljedahl and Jimena Tapia
From Zero Docker to Hackathon Winner - Marcos Lilljedahl and Jimena TapiaDocker, Inc.
 
Windows Server Containers- How we hot here and architecture deep dive
Windows Server Containers- How we hot here and architecture deep diveWindows Server Containers- How we hot here and architecture deep dive
Windows Server Containers- How we hot here and architecture deep diveDocker, Inc.
 
Containers #101 : Docker ONBUILD triggers and Introduction to Docker Compose
Containers #101 : Docker ONBUILD triggers and Introduction to Docker ComposeContainers #101 : Docker ONBUILD triggers and Introduction to Docker Compose
Containers #101 : Docker ONBUILD triggers and Introduction to Docker ComposeRaziel Tabib (Join our team)
 
Docker Platform Internals: Taking runtimes and image creation to the next lev...
Docker Platform Internals: Taking runtimes and image creation to the next lev...Docker Platform Internals: Taking runtimes and image creation to the next lev...
Docker Platform Internals: Taking runtimes and image creation to the next lev...Docker, Inc.
 
Docker basic on azure
Docker basic on azureDocker basic on azure
Docker basic on azurePhilip Zheng
 
Taking Docker to Production: What You Need to Know and Decide
Taking Docker to Production: What You Need to Know and DecideTaking Docker to Production: What You Need to Know and Decide
Taking Docker to Production: What You Need to Know and DecideDocker, Inc.
 
Docker at Monoco.jp (LinkedIn)
Docker at Monoco.jp (LinkedIn)Docker at Monoco.jp (LinkedIn)
Docker at Monoco.jp (LinkedIn)Akhmad Fathonih
 
Automate App Container Delivery with CI/CD and DevOps
Automate App Container Delivery with CI/CD and DevOpsAutomate App Container Delivery with CI/CD and DevOps
Automate App Container Delivery with CI/CD and DevOpsDaniel Oh
 
DockerCon SF 2015: Enabling Microservices @Orbitz
DockerCon SF 2015: Enabling Microservices @OrbitzDockerCon SF 2015: Enabling Microservices @Orbitz
DockerCon SF 2015: Enabling Microservices @OrbitzDocker, Inc.
 
Weekly lecture appsterdam_19mar2014
Weekly lecture appsterdam_19mar2014Weekly lecture appsterdam_19mar2014
Weekly lecture appsterdam_19mar2014Microsoft
 

Was ist angesagt? (20)

The Fairy Tale of the One Command Build Script
The Fairy Tale of the One Command Build ScriptThe Fairy Tale of the One Command Build Script
The Fairy Tale of the One Command Build Script
 
Docker and DevOps --- new IT culture
Docker and DevOps --- new IT cultureDocker and DevOps --- new IT culture
Docker and DevOps --- new IT culture
 
Docker for dev
Docker for devDocker for dev
Docker for dev
 
Azure Meetup Stuttgart - Multi-arch Docker images
Azure Meetup Stuttgart - Multi-arch Docker imagesAzure Meetup Stuttgart - Multi-arch Docker images
Azure Meetup Stuttgart - Multi-arch Docker images
 
Report portal
Report portalReport portal
Report portal
 
Docker for tooling
Docker for toolingDocker for tooling
Docker for tooling
 
CI/CD with Docker on AWS
CI/CD with Docker on AWSCI/CD with Docker on AWS
CI/CD with Docker on AWS
 
Developer South Coast 2018: Modernizing .NET Apps with Docker
Developer South Coast 2018: Modernizing .NET Apps with DockerDeveloper South Coast 2018: Modernizing .NET Apps with Docker
Developer South Coast 2018: Modernizing .NET Apps with Docker
 
From Zero Docker to Hackathon Winner - Marcos Lilljedahl and Jimena Tapia
From Zero Docker to Hackathon Winner - Marcos Lilljedahl and Jimena TapiaFrom Zero Docker to Hackathon Winner - Marcos Lilljedahl and Jimena Tapia
From Zero Docker to Hackathon Winner - Marcos Lilljedahl and Jimena Tapia
 
Windows Server Containers- How we hot here and architecture deep dive
Windows Server Containers- How we hot here and architecture deep diveWindows Server Containers- How we hot here and architecture deep dive
Windows Server Containers- How we hot here and architecture deep dive
 
CI CD WORKFLOW
CI CD WORKFLOWCI CD WORKFLOW
CI CD WORKFLOW
 
Containers #101 : Docker ONBUILD triggers and Introduction to Docker Compose
Containers #101 : Docker ONBUILD triggers and Introduction to Docker ComposeContainers #101 : Docker ONBUILD triggers and Introduction to Docker Compose
Containers #101 : Docker ONBUILD triggers and Introduction to Docker Compose
 
Lando - AddWeb Solution
Lando - AddWeb Solution Lando - AddWeb Solution
Lando - AddWeb Solution
 
Docker Platform Internals: Taking runtimes and image creation to the next lev...
Docker Platform Internals: Taking runtimes and image creation to the next lev...Docker Platform Internals: Taking runtimes and image creation to the next lev...
Docker Platform Internals: Taking runtimes and image creation to the next lev...
 
Docker basic on azure
Docker basic on azureDocker basic on azure
Docker basic on azure
 
Taking Docker to Production: What You Need to Know and Decide
Taking Docker to Production: What You Need to Know and DecideTaking Docker to Production: What You Need to Know and Decide
Taking Docker to Production: What You Need to Know and Decide
 
Docker at Monoco.jp (LinkedIn)
Docker at Monoco.jp (LinkedIn)Docker at Monoco.jp (LinkedIn)
Docker at Monoco.jp (LinkedIn)
 
Automate App Container Delivery with CI/CD and DevOps
Automate App Container Delivery with CI/CD and DevOpsAutomate App Container Delivery with CI/CD and DevOps
Automate App Container Delivery with CI/CD and DevOps
 
DockerCon SF 2015: Enabling Microservices @Orbitz
DockerCon SF 2015: Enabling Microservices @OrbitzDockerCon SF 2015: Enabling Microservices @Orbitz
DockerCon SF 2015: Enabling Microservices @Orbitz
 
Weekly lecture appsterdam_19mar2014
Weekly lecture appsterdam_19mar2014Weekly lecture appsterdam_19mar2014
Weekly lecture appsterdam_19mar2014
 

Ähnlich wie Run automated tests in Docker

[@NaukriEngineering] Docker 101
[@NaukriEngineering] Docker 101[@NaukriEngineering] Docker 101
[@NaukriEngineering] Docker 101Naukri.com
 
Docker primer and tips
Docker primer and tipsDocker primer and tips
Docker primer and tipsSamuel Chow
 
DCEU 18: Building Your Development Pipeline
DCEU 18: Building Your Development PipelineDCEU 18: Building Your Development Pipeline
DCEU 18: Building Your Development PipelineDocker, Inc.
 
Docker up and Running For Web Developers
Docker up and Running For Web DevelopersDocker up and Running For Web Developers
Docker up and Running For Web DevelopersBADR
 
Docker Up and Running for Web Developers
Docker Up and Running for Web DevelopersDocker Up and Running for Web Developers
Docker Up and Running for Web DevelopersAmr Fawzy
 
PuppetConf 2017: What’s in the Box?!- Leveraging Puppet Enterprise & Docker- ...
PuppetConf 2017: What’s in the Box?!- Leveraging Puppet Enterprise & Docker- ...PuppetConf 2017: What’s in the Box?!- Leveraging Puppet Enterprise & Docker- ...
PuppetConf 2017: What’s in the Box?!- Leveraging Puppet Enterprise & Docker- ...Puppet
 
DCSF 19 Building Your Development Pipeline
DCSF 19 Building Your Development Pipeline  DCSF 19 Building Your Development Pipeline
DCSF 19 Building Your Development Pipeline Docker, Inc.
 
Docker on Power Systems
Docker on Power SystemsDocker on Power Systems
Docker on Power SystemsCesar Maciel
 
Using Docker to boost your development experience with Drupal
Using Docker to boost your development experience with DrupalUsing Docker to boost your development experience with Drupal
Using Docker to boost your development experience with Drupaldockerizedrupal
 
Getting started with docker (2017)
Getting started with docker (2017)Getting started with docker (2017)
Getting started with docker (2017)JEMLI Fathi
 
Docker in everyday development
Docker in everyday developmentDocker in everyday development
Docker in everyday developmentJustyna Ilczuk
 
Velocity NYC 2017: Building Resilient Microservices with Kubernetes, Docker, ...
Velocity NYC 2017: Building Resilient Microservices with Kubernetes, Docker, ...Velocity NYC 2017: Building Resilient Microservices with Kubernetes, Docker, ...
Velocity NYC 2017: Building Resilient Microservices with Kubernetes, Docker, ...Ambassador Labs
 
Adventures in docker compose
Adventures in docker composeAdventures in docker compose
Adventures in docker composeLinkMe Srl
 
Introduction to Docker for NodeJs developers at Node DC 2/26/2014
Introduction to Docker for NodeJs developers at Node DC 2/26/2014Introduction to Docker for NodeJs developers at Node DC 2/26/2014
Introduction to Docker for NodeJs developers at Node DC 2/26/2014lenworthhenry
 
Docker with WordPress
Docker with WordPressDocker with WordPress
Docker with WordPressImran Sayed
 
Powercoders · Docker · Fall 2021.pptx
Powercoders · Docker · Fall 2021.pptxPowercoders · Docker · Fall 2021.pptx
Powercoders · Docker · Fall 2021.pptxIgnacioTamayo2
 
DevAssistant, Docker and You
DevAssistant, Docker and YouDevAssistant, Docker and You
DevAssistant, Docker and YouBalaBit
 

Ähnlich wie Run automated tests in Docker (20)

[@NaukriEngineering] Docker 101
[@NaukriEngineering] Docker 101[@NaukriEngineering] Docker 101
[@NaukriEngineering] Docker 101
 
JOSA TechTalks - Docker in Production
JOSA TechTalks - Docker in ProductionJOSA TechTalks - Docker in Production
JOSA TechTalks - Docker in Production
 
Docker primer and tips
Docker primer and tipsDocker primer and tips
Docker primer and tips
 
DCEU 18: Building Your Development Pipeline
DCEU 18: Building Your Development PipelineDCEU 18: Building Your Development Pipeline
DCEU 18: Building Your Development Pipeline
 
Docker up and Running For Web Developers
Docker up and Running For Web DevelopersDocker up and Running For Web Developers
Docker up and Running For Web Developers
 
Docker Up and Running for Web Developers
Docker Up and Running for Web DevelopersDocker Up and Running for Web Developers
Docker Up and Running for Web Developers
 
PuppetConf 2017: What’s in the Box?!- Leveraging Puppet Enterprise & Docker- ...
PuppetConf 2017: What’s in the Box?!- Leveraging Puppet Enterprise & Docker- ...PuppetConf 2017: What’s in the Box?!- Leveraging Puppet Enterprise & Docker- ...
PuppetConf 2017: What’s in the Box?!- Leveraging Puppet Enterprise & Docker- ...
 
DCSF 19 Building Your Development Pipeline
DCSF 19 Building Your Development Pipeline  DCSF 19 Building Your Development Pipeline
DCSF 19 Building Your Development Pipeline
 
Docker on Power Systems
Docker on Power SystemsDocker on Power Systems
Docker on Power Systems
 
Using Docker to boost your development experience with Drupal
Using Docker to boost your development experience with DrupalUsing Docker to boost your development experience with Drupal
Using Docker to boost your development experience with Drupal
 
Getting started with docker (2017)
Getting started with docker (2017)Getting started with docker (2017)
Getting started with docker (2017)
 
Docker in everyday development
Docker in everyday developmentDocker in everyday development
Docker in everyday development
 
Velocity NYC 2017: Building Resilient Microservices with Kubernetes, Docker, ...
Velocity NYC 2017: Building Resilient Microservices with Kubernetes, Docker, ...Velocity NYC 2017: Building Resilient Microservices with Kubernetes, Docker, ...
Velocity NYC 2017: Building Resilient Microservices with Kubernetes, Docker, ...
 
Adventures in docker compose
Adventures in docker composeAdventures in docker compose
Adventures in docker compose
 
Docker Container Introduction
Docker Container IntroductionDocker Container Introduction
Docker Container Introduction
 
Introduction to Docker
Introduction to DockerIntroduction to Docker
Introduction to Docker
 
Introduction to Docker for NodeJs developers at Node DC 2/26/2014
Introduction to Docker for NodeJs developers at Node DC 2/26/2014Introduction to Docker for NodeJs developers at Node DC 2/26/2014
Introduction to Docker for NodeJs developers at Node DC 2/26/2014
 
Docker with WordPress
Docker with WordPressDocker with WordPress
Docker with WordPress
 
Powercoders · Docker · Fall 2021.pptx
Powercoders · Docker · Fall 2021.pptxPowercoders · Docker · Fall 2021.pptx
Powercoders · Docker · Fall 2021.pptx
 
DevAssistant, Docker and You
DevAssistant, Docker and YouDevAssistant, Docker and You
DevAssistant, Docker and You
 

Kürzlich hochgeladen

System Simulation and Modelling with types and Event Scheduling
System Simulation and Modelling with types and Event SchedulingSystem Simulation and Modelling with types and Event Scheduling
System Simulation and Modelling with types and Event SchedulingBootNeck1
 
Comparative study of High-rise Building Using ETABS,SAP200 and SAFE., SAFE an...
Comparative study of High-rise Building Using ETABS,SAP200 and SAFE., SAFE an...Comparative study of High-rise Building Using ETABS,SAP200 and SAFE., SAFE an...
Comparative study of High-rise Building Using ETABS,SAP200 and SAFE., SAFE an...Erbil Polytechnic University
 
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfg
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfgUnit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfg
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfgsaravananr517913
 
National Level Hackathon Participation Certificate.pdf
National Level Hackathon Participation Certificate.pdfNational Level Hackathon Participation Certificate.pdf
National Level Hackathon Participation Certificate.pdfRajuKanojiya4
 
THE SENDAI FRAMEWORK FOR DISASTER RISK REDUCTION
THE SENDAI FRAMEWORK FOR DISASTER RISK REDUCTIONTHE SENDAI FRAMEWORK FOR DISASTER RISK REDUCTION
THE SENDAI FRAMEWORK FOR DISASTER RISK REDUCTIONjhunlian
 
Correctly Loading Incremental Data at Scale
Correctly Loading Incremental Data at ScaleCorrectly Loading Incremental Data at Scale
Correctly Loading Incremental Data at ScaleAlluxio, Inc.
 
DM Pillar Training Manual.ppt will be useful in deploying TPM in project
DM Pillar Training Manual.ppt will be useful in deploying TPM in projectDM Pillar Training Manual.ppt will be useful in deploying TPM in project
DM Pillar Training Manual.ppt will be useful in deploying TPM in projectssuserb6619e
 
Indian Dairy Industry Present Status and.ppt
Indian Dairy Industry Present Status and.pptIndian Dairy Industry Present Status and.ppt
Indian Dairy Industry Present Status and.pptMadan Karki
 
Ch10-Global Supply Chain - Cadena de Suministro.pdf
Ch10-Global Supply Chain - Cadena de Suministro.pdfCh10-Global Supply Chain - Cadena de Suministro.pdf
Ch10-Global Supply Chain - Cadena de Suministro.pdfChristianCDAM
 
multiple access in wireless communication
multiple access in wireless communicationmultiple access in wireless communication
multiple access in wireless communicationpanditadesh123
 
US Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of ActionUS Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of ActionMebane Rash
 
Internet of things -Arshdeep Bahga .pptx
Internet of things -Arshdeep Bahga .pptxInternet of things -Arshdeep Bahga .pptx
Internet of things -Arshdeep Bahga .pptxVelmuruganTECE
 
complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...asadnawaz62
 
Instrumentation, measurement and control of bio process parameters ( Temperat...
Instrumentation, measurement and control of bio process parameters ( Temperat...Instrumentation, measurement and control of bio process parameters ( Temperat...
Instrumentation, measurement and control of bio process parameters ( Temperat...121011101441
 
Cooling Tower SERD pH drop issue (11 April 2024) .pptx
Cooling Tower SERD pH drop issue (11 April 2024) .pptxCooling Tower SERD pH drop issue (11 April 2024) .pptx
Cooling Tower SERD pH drop issue (11 April 2024) .pptxmamansuratman0253
 
Katarzyna Lipka-Sidor - BIM School Course
Katarzyna Lipka-Sidor - BIM School CourseKatarzyna Lipka-Sidor - BIM School Course
Katarzyna Lipka-Sidor - BIM School Coursebim.edu.pl
 
Python Programming for basic beginners.pptx
Python Programming for basic beginners.pptxPython Programming for basic beginners.pptx
Python Programming for basic beginners.pptxmohitesoham12
 
home automation using Arduino by Aditya Prasad
home automation using Arduino by Aditya Prasadhome automation using Arduino by Aditya Prasad
home automation using Arduino by Aditya Prasadaditya806802
 
Arduino_CSE ece ppt for working and principal of arduino.ppt
Arduino_CSE ece ppt for working and principal of arduino.pptArduino_CSE ece ppt for working and principal of arduino.ppt
Arduino_CSE ece ppt for working and principal of arduino.pptSAURABHKUMAR892774
 

Kürzlich hochgeladen (20)

System Simulation and Modelling with types and Event Scheduling
System Simulation and Modelling with types and Event SchedulingSystem Simulation and Modelling with types and Event Scheduling
System Simulation and Modelling with types and Event Scheduling
 
Comparative study of High-rise Building Using ETABS,SAP200 and SAFE., SAFE an...
Comparative study of High-rise Building Using ETABS,SAP200 and SAFE., SAFE an...Comparative study of High-rise Building Using ETABS,SAP200 and SAFE., SAFE an...
Comparative study of High-rise Building Using ETABS,SAP200 and SAFE., SAFE an...
 
Design and analysis of solar grass cutter.pdf
Design and analysis of solar grass cutter.pdfDesign and analysis of solar grass cutter.pdf
Design and analysis of solar grass cutter.pdf
 
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfg
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfgUnit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfg
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfg
 
National Level Hackathon Participation Certificate.pdf
National Level Hackathon Participation Certificate.pdfNational Level Hackathon Participation Certificate.pdf
National Level Hackathon Participation Certificate.pdf
 
THE SENDAI FRAMEWORK FOR DISASTER RISK REDUCTION
THE SENDAI FRAMEWORK FOR DISASTER RISK REDUCTIONTHE SENDAI FRAMEWORK FOR DISASTER RISK REDUCTION
THE SENDAI FRAMEWORK FOR DISASTER RISK REDUCTION
 
Correctly Loading Incremental Data at Scale
Correctly Loading Incremental Data at ScaleCorrectly Loading Incremental Data at Scale
Correctly Loading Incremental Data at Scale
 
DM Pillar Training Manual.ppt will be useful in deploying TPM in project
DM Pillar Training Manual.ppt will be useful in deploying TPM in projectDM Pillar Training Manual.ppt will be useful in deploying TPM in project
DM Pillar Training Manual.ppt will be useful in deploying TPM in project
 
Indian Dairy Industry Present Status and.ppt
Indian Dairy Industry Present Status and.pptIndian Dairy Industry Present Status and.ppt
Indian Dairy Industry Present Status and.ppt
 
Ch10-Global Supply Chain - Cadena de Suministro.pdf
Ch10-Global Supply Chain - Cadena de Suministro.pdfCh10-Global Supply Chain - Cadena de Suministro.pdf
Ch10-Global Supply Chain - Cadena de Suministro.pdf
 
multiple access in wireless communication
multiple access in wireless communicationmultiple access in wireless communication
multiple access in wireless communication
 
US Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of ActionUS Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of Action
 
Internet of things -Arshdeep Bahga .pptx
Internet of things -Arshdeep Bahga .pptxInternet of things -Arshdeep Bahga .pptx
Internet of things -Arshdeep Bahga .pptx
 
complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...
 
Instrumentation, measurement and control of bio process parameters ( Temperat...
Instrumentation, measurement and control of bio process parameters ( Temperat...Instrumentation, measurement and control of bio process parameters ( Temperat...
Instrumentation, measurement and control of bio process parameters ( Temperat...
 
Cooling Tower SERD pH drop issue (11 April 2024) .pptx
Cooling Tower SERD pH drop issue (11 April 2024) .pptxCooling Tower SERD pH drop issue (11 April 2024) .pptx
Cooling Tower SERD pH drop issue (11 April 2024) .pptx
 
Katarzyna Lipka-Sidor - BIM School Course
Katarzyna Lipka-Sidor - BIM School CourseKatarzyna Lipka-Sidor - BIM School Course
Katarzyna Lipka-Sidor - BIM School Course
 
Python Programming for basic beginners.pptx
Python Programming for basic beginners.pptxPython Programming for basic beginners.pptx
Python Programming for basic beginners.pptx
 
home automation using Arduino by Aditya Prasad
home automation using Arduino by Aditya Prasadhome automation using Arduino by Aditya Prasad
home automation using Arduino by Aditya Prasad
 
Arduino_CSE ece ppt for working and principal of arduino.ppt
Arduino_CSE ece ppt for working and principal of arduino.pptArduino_CSE ece ppt for working and principal of arduino.ppt
Arduino_CSE ece ppt for working and principal of arduino.ppt
 

Run automated tests in Docker