SlideShare a Scribd company logo
Rachana Ananthakrishnan - rachana@globus.org
Vas Vasiliadis - vas@globus.org
Columbia University
April 24, 2019
Best Practices for Data Sharing
Ad hoc data sharing
• Individual users share
data with collaborators
• Using a known email or
identity for user/group
• Make data publicly – at
least to any logged in
Globus user - available
1
Compute Facility
Globus controls
access to shared
files on existing
storage; no need
to move files to
cloud storage!
Researcher selects
files to share, selects
user or group, and
sets access
permissions
3
Collaborator logs in to
Globus and accesses
shared files; no local
account required;
download via Globus
Personal Computer
Share
2
Data from instrument facility
• Provide near-real time
access to data
• Automated permissions
based on site policy
• Self managed by the PI
• Federated login to
access data
Raw data store
Personal Computer
Remote
visualization/analysis
Local
policy
store
--/cohort045
--/cohort096
--/cohort127
Data from provider/archive
• Portal/science gateway
to distribute data
• Interface to search and
gather data of interest
• Asynchronous transfer
to user’s system or via
HTTPS to “staged” data
• Fine-grained
authorization enforced
Search and request
data of interest
Transfer
data to
destination
Core center data processing
• Allow user to securely
upload data for analysis
• Make analysis results
available to user
• Automate setup and
tear down of folders
and permissions
--/123/input rw
Analysis System
--/123/output r
Common solution components
• Shared endpoint for “staging” data
– Globus Connect
• Application that manages permissions
– The notification comes for free!
• Data transfer, to and from shared endpoint
Shared endpoint features
Data sharing features
• Shared endpoint creation requires authentication
– Cannot be completely automated – must ”log in”
– Must be a managed endpoint
• Roles for management of endpoint and tasks
– Grant rights to other users, groups or applications
• Access manager role grants others the rights to
manage permissions
– Grant to users, groups, applications
Data sharing permissions management
• Permissions are set per folder, on a shared endpoint
• Permissions management can be automated
• For a user
– Identity: user must log in with this
– Email: user gets a code via email; link to their Globus Account
• For a group
– Group UUID: search for group to get UUID
– Access governed by membership in the group
• For an application
– Application identity: appclientid@clients.auth.globus.org
Application to manage permissions
Application concepts
• Custom (native) app (automatically) manages
permissions
– Can use Globus CLI
• Confidential apps: use client id and secret
– Ensure application is on a secure device
– Set up policy for rotation of secret (limited life tokens)
– Identity: appclientid@clients.auth.globus.org
Client credential grant
12
1. Authenticate with app
client id and secret
2. Access Tokens
Application,
Science Gateway,
Data Portal
(Client)
3. Authenticate as app
with access tokens to invoke
service (on behalf of authorized
user, within a given scope)
Globus Transfer
(Resource Server)
Globus Auth
(Authorization Server)
Data transfer to and from the shared endpoint
Data transfer scenarios
• Application moving data of its own accord
– App has access to source data and can write to destination
– Requires shared endpoints on both sides
– Client credential grant
• Application moving data as user
– Only user has access to data on source/destination
– Authorization code grant
– Similar to the data portal example presented earlier
Walkthrough
What: Make select data available to authorized user(s)
Who (yes the app is a who!): Data distribution application
How:
See example code at:
github.com/globus/automation-examples/blob/master/share_data.py
1. Creates folder on shared endpoint
2. Moves data to folder
3. Sets permissions on folder for user/group
On your EC2 instance in ~/automation-examples
Application registration
• To make the confidential client grant work
• Register the application at developers.globus.org
– Redirects: https://auth.globus.org/v2/web/auth-code
– Scopes: globus:auth:scope:transfer.api.globus.org:all
• Get client id and secret
• Add client id to the app
Shared endpoint configuration
• Create at top level folder
• Set access manager role for app to manage access
permissions
• Optionally…
– Set endpoint administrator role (can change endpoint definition)
– Set endpoint manager role (can monitor and manage tasks)
– Set endpoint monitor role (can monitor tasks)
Application access
• Use client credential grant to authenticate as app
– Client id and secret used for obtaining tokens
– Identity username is appclientid@clients.auth.globus.org
• Create a folder for user (or project)
• Set permissions on folder (user/group)
• Create transfer task to move data to folder
• (Optionally) notify user(s) that data is available
Support resources
• Globus documentation: docs.globus.org
• Helpdesk and issue escalation: support@globus.org
• Mailing lists
– https://www.globus.org/mailing-lists
– developer-discuss@globus.org
• Globus professional services team
– Assist with portal/gateway/app architecture and design
– Develop custom applications that leverage the Globus platform
– Advise on customized deployment and integration scenarios
Join the Globus community
• Access the service: globus.org/login
• Create a personal endpoint: globus.org/app/endpoints/create-gcp
• Documentation: docs.globus.org
• Engage: globus.org/mailing-lists
• Subscribe: globus.org/subscriptions
• Need help? support@globus.org
• Follow us: @globusonline

More Related Content

Similar to Best Practices for Data Sharing (GlobusWorld Tour - Columbia University)

Best Practices for Data Sharing (GlobusWorld Tour - UCSD)
Best Practices for Data Sharing (GlobusWorld Tour - UCSD)Best Practices for Data Sharing (GlobusWorld Tour - UCSD)
Best Practices for Data Sharing (GlobusWorld Tour - UCSD)
Globus
 
Tutorial: Best Practices for Data Sharing
Tutorial: Best Practices for Data SharingTutorial: Best Practices for Data Sharing
Tutorial: Best Practices for Data Sharing
Globus
 
Best Practices for Data Sharing (CHPC 2019 - South Africa)
Best Practices for Data Sharing (CHPC 2019 - South Africa)Best Practices for Data Sharing (CHPC 2019 - South Africa)
Best Practices for Data Sharing (CHPC 2019 - South Africa)
Globus
 
Facilitating Collaboration with Globus (GlobusWorld Tour - STFC)
Facilitating Collaboration with Globus (GlobusWorld Tour - STFC)Facilitating Collaboration with Globus (GlobusWorld Tour - STFC)
Facilitating Collaboration with Globus (GlobusWorld Tour - STFC)
Globus
 
Managing Protected and Controlled Data with Globus
Managing Protected and Controlled Data with Globus Managing Protected and Controlled Data with Globus
Managing Protected and Controlled Data with Globus
Globus
 
Tutorial: Managing Protected Data with Globus Connect Server v5
Tutorial: Managing Protected Data with Globus Connect Server v5Tutorial: Managing Protected Data with Globus Connect Server v5
Tutorial: Managing Protected Data with Globus Connect Server v5
Globus
 
Jupyter + Globus: The Foundation for Interactive Data Science
Jupyter + Globus: The Foundation for Interactive Data ScienceJupyter + Globus: The Foundation for Interactive Data Science
Jupyter + Globus: The Foundation for Interactive Data Science
Globus
 
Best Practices for Data Sharing Using Globus
Best Practices for Data Sharing Using GlobusBest Practices for Data Sharing Using Globus
Best Practices for Data Sharing Using Globus
Globus
 
Instrument Data Orchestration with Globus Search and Flows
Instrument Data Orchestration with Globus Search and FlowsInstrument Data Orchestration with Globus Search and Flows
Instrument Data Orchestration with Globus Search and Flows
Globus
 
Globus High Assurance for Protected Data (GlobusWorld Tour - UCSD)
Globus High Assurance for Protected Data (GlobusWorld Tour - UCSD)Globus High Assurance for Protected Data (GlobusWorld Tour - UCSD)
Globus High Assurance for Protected Data (GlobusWorld Tour - UCSD)
Globus
 
An Introduction to Globus for Researchers
An Introduction to Globus for ResearchersAn Introduction to Globus for Researchers
An Introduction to Globus for Researchers
Globus
 
Introduction to Globus for New Users
Introduction to Globus for New UsersIntroduction to Globus for New Users
Introduction to Globus for New Users
Globus
 
Building Research Applications with Globus PaaS
Building Research Applications with Globus PaaSBuilding Research Applications with Globus PaaS
Building Research Applications with Globus PaaS
Globus
 
Scalable Data Management: Automation and the Modern Research Data Portal
Scalable Data Management: Automation and the Modern Research Data PortalScalable Data Management: Automation and the Modern Research Data Portal
Scalable Data Management: Automation and the Modern Research Data Portal
Globus
 
GlobusWorld 2021 Tutorial: Introduction to Globus
GlobusWorld 2021 Tutorial: Introduction to GlobusGlobusWorld 2021 Tutorial: Introduction to Globus
GlobusWorld 2021 Tutorial: Introduction to Globus
Globus
 
Introduction to Globus (GlobusWorld Tour West)
Introduction to Globus (GlobusWorld Tour West)Introduction to Globus (GlobusWorld Tour West)
Introduction to Globus (GlobusWorld Tour West)
Globus
 
Globus presentation
Globus presentationGlobus presentation
Globus presentation
Tracy Kendall
 
Introduction to Globus for New Users (GlobusWorld Tour - Columbia University)
Introduction to Globus for New Users (GlobusWorld Tour - Columbia University)Introduction to Globus for New Users (GlobusWorld Tour - Columbia University)
Introduction to Globus for New Users (GlobusWorld Tour - Columbia University)
Globus
 
Gateways 2020 Tutorial - Large Scale Data Transfer with Globus
Gateways 2020 Tutorial - Large Scale Data Transfer with GlobusGateways 2020 Tutorial - Large Scale Data Transfer with Globus
Gateways 2020 Tutorial - Large Scale Data Transfer with Globus
Globus
 
Automating Research Data Workflows (GlobusWorld Tour - Columbia University)
Automating Research Data Workflows (GlobusWorld Tour - Columbia University)Automating Research Data Workflows (GlobusWorld Tour - Columbia University)
Automating Research Data Workflows (GlobusWorld Tour - Columbia University)
Globus
 

Similar to Best Practices for Data Sharing (GlobusWorld Tour - Columbia University) (20)

Best Practices for Data Sharing (GlobusWorld Tour - UCSD)
Best Practices for Data Sharing (GlobusWorld Tour - UCSD)Best Practices for Data Sharing (GlobusWorld Tour - UCSD)
Best Practices for Data Sharing (GlobusWorld Tour - UCSD)
 
Tutorial: Best Practices for Data Sharing
Tutorial: Best Practices for Data SharingTutorial: Best Practices for Data Sharing
Tutorial: Best Practices for Data Sharing
 
Best Practices for Data Sharing (CHPC 2019 - South Africa)
Best Practices for Data Sharing (CHPC 2019 - South Africa)Best Practices for Data Sharing (CHPC 2019 - South Africa)
Best Practices for Data Sharing (CHPC 2019 - South Africa)
 
Facilitating Collaboration with Globus (GlobusWorld Tour - STFC)
Facilitating Collaboration with Globus (GlobusWorld Tour - STFC)Facilitating Collaboration with Globus (GlobusWorld Tour - STFC)
Facilitating Collaboration with Globus (GlobusWorld Tour - STFC)
 
Managing Protected and Controlled Data with Globus
Managing Protected and Controlled Data with Globus Managing Protected and Controlled Data with Globus
Managing Protected and Controlled Data with Globus
 
Tutorial: Managing Protected Data with Globus Connect Server v5
Tutorial: Managing Protected Data with Globus Connect Server v5Tutorial: Managing Protected Data with Globus Connect Server v5
Tutorial: Managing Protected Data with Globus Connect Server v5
 
Jupyter + Globus: The Foundation for Interactive Data Science
Jupyter + Globus: The Foundation for Interactive Data ScienceJupyter + Globus: The Foundation for Interactive Data Science
Jupyter + Globus: The Foundation for Interactive Data Science
 
Best Practices for Data Sharing Using Globus
Best Practices for Data Sharing Using GlobusBest Practices for Data Sharing Using Globus
Best Practices for Data Sharing Using Globus
 
Instrument Data Orchestration with Globus Search and Flows
Instrument Data Orchestration with Globus Search and FlowsInstrument Data Orchestration with Globus Search and Flows
Instrument Data Orchestration with Globus Search and Flows
 
Globus High Assurance for Protected Data (GlobusWorld Tour - UCSD)
Globus High Assurance for Protected Data (GlobusWorld Tour - UCSD)Globus High Assurance for Protected Data (GlobusWorld Tour - UCSD)
Globus High Assurance for Protected Data (GlobusWorld Tour - UCSD)
 
An Introduction to Globus for Researchers
An Introduction to Globus for ResearchersAn Introduction to Globus for Researchers
An Introduction to Globus for Researchers
 
Introduction to Globus for New Users
Introduction to Globus for New UsersIntroduction to Globus for New Users
Introduction to Globus for New Users
 
Building Research Applications with Globus PaaS
Building Research Applications with Globus PaaSBuilding Research Applications with Globus PaaS
Building Research Applications with Globus PaaS
 
Scalable Data Management: Automation and the Modern Research Data Portal
Scalable Data Management: Automation and the Modern Research Data PortalScalable Data Management: Automation and the Modern Research Data Portal
Scalable Data Management: Automation and the Modern Research Data Portal
 
GlobusWorld 2021 Tutorial: Introduction to Globus
GlobusWorld 2021 Tutorial: Introduction to GlobusGlobusWorld 2021 Tutorial: Introduction to Globus
GlobusWorld 2021 Tutorial: Introduction to Globus
 
Introduction to Globus (GlobusWorld Tour West)
Introduction to Globus (GlobusWorld Tour West)Introduction to Globus (GlobusWorld Tour West)
Introduction to Globus (GlobusWorld Tour West)
 
Globus presentation
Globus presentationGlobus presentation
Globus presentation
 
Introduction to Globus for New Users (GlobusWorld Tour - Columbia University)
Introduction to Globus for New Users (GlobusWorld Tour - Columbia University)Introduction to Globus for New Users (GlobusWorld Tour - Columbia University)
Introduction to Globus for New Users (GlobusWorld Tour - Columbia University)
 
Gateways 2020 Tutorial - Large Scale Data Transfer with Globus
Gateways 2020 Tutorial - Large Scale Data Transfer with GlobusGateways 2020 Tutorial - Large Scale Data Transfer with Globus
Gateways 2020 Tutorial - Large Scale Data Transfer with Globus
 
Automating Research Data Workflows (GlobusWorld Tour - Columbia University)
Automating Research Data Workflows (GlobusWorld Tour - Columbia University)Automating Research Data Workflows (GlobusWorld Tour - Columbia University)
Automating Research Data Workflows (GlobusWorld Tour - Columbia University)
 

More from Globus

Globus Compute wth IRI Workflows - GlobusWorld 2024
Globus Compute wth IRI Workflows - GlobusWorld 2024Globus Compute wth IRI Workflows - GlobusWorld 2024
Globus Compute wth IRI Workflows - GlobusWorld 2024
Globus
 
Climate Science Flows: Enabling Petabyte-Scale Climate Analysis with the Eart...
Climate Science Flows: Enabling Petabyte-Scale Climate Analysis with the Eart...Climate Science Flows: Enabling Petabyte-Scale Climate Analysis with the Eart...
Climate Science Flows: Enabling Petabyte-Scale Climate Analysis with the Eart...
Globus
 
Globus Compute Introduction - GlobusWorld 2024
Globus Compute Introduction - GlobusWorld 2024Globus Compute Introduction - GlobusWorld 2024
Globus Compute Introduction - GlobusWorld 2024
Globus
 
Globus Connect Server Deep Dive - GlobusWorld 2024
Globus Connect Server Deep Dive - GlobusWorld 2024Globus Connect Server Deep Dive - GlobusWorld 2024
Globus Connect Server Deep Dive - GlobusWorld 2024
Globus
 
Innovating Inference - Remote Triggering of Large Language Models on HPC Clus...
Innovating Inference - Remote Triggering of Large Language Models on HPC Clus...Innovating Inference - Remote Triggering of Large Language Models on HPC Clus...
Innovating Inference - Remote Triggering of Large Language Models on HPC Clus...
Globus
 
Providing Globus Services to Users of JASMIN for Environmental Data Analysis
Providing Globus Services to Users of JASMIN for Environmental Data AnalysisProviding Globus Services to Users of JASMIN for Environmental Data Analysis
Providing Globus Services to Users of JASMIN for Environmental Data Analysis
Globus
 
First Steps with Globus Compute Multi-User Endpoints
First Steps with Globus Compute Multi-User EndpointsFirst Steps with Globus Compute Multi-User Endpoints
First Steps with Globus Compute Multi-User Endpoints
Globus
 
Enhancing Research Orchestration Capabilities at ORNL.pdf
Enhancing Research Orchestration Capabilities at ORNL.pdfEnhancing Research Orchestration Capabilities at ORNL.pdf
Enhancing Research Orchestration Capabilities at ORNL.pdf
Globus
 
Understanding Globus Data Transfers with NetSage
Understanding Globus Data Transfers with NetSageUnderstanding Globus Data Transfers with NetSage
Understanding Globus Data Transfers with NetSage
Globus
 
How to Position Your Globus Data Portal for Success Ten Good Practices
How to Position Your Globus Data Portal for Success Ten Good PracticesHow to Position Your Globus Data Portal for Success Ten Good Practices
How to Position Your Globus Data Portal for Success Ten Good Practices
Globus
 
Exploring Innovations in Data Repository Solutions - Insights from the U.S. G...
Exploring Innovations in Data Repository Solutions - Insights from the U.S. G...Exploring Innovations in Data Repository Solutions - Insights from the U.S. G...
Exploring Innovations in Data Repository Solutions - Insights from the U.S. G...
Globus
 
Developing Distributed High-performance Computing Capabilities of an Open Sci...
Developing Distributed High-performance Computing Capabilities of an Open Sci...Developing Distributed High-performance Computing Capabilities of an Open Sci...
Developing Distributed High-performance Computing Capabilities of an Open Sci...
Globus
 
The Department of Energy's Integrated Research Infrastructure (IRI)
The Department of Energy's Integrated Research Infrastructure (IRI)The Department of Energy's Integrated Research Infrastructure (IRI)
The Department of Energy's Integrated Research Infrastructure (IRI)
Globus
 
GlobusWorld 2024 Opening Keynote session
GlobusWorld 2024 Opening Keynote sessionGlobusWorld 2024 Opening Keynote session
GlobusWorld 2024 Opening Keynote session
Globus
 
Enhancing Performance with Globus and the Science DMZ
Enhancing Performance with Globus and the Science DMZEnhancing Performance with Globus and the Science DMZ
Enhancing Performance with Globus and the Science DMZ
Globus
 
Extending Globus into a Site-wide Automated Data Infrastructure.pdf
Extending Globus into a Site-wide Automated Data Infrastructure.pdfExtending Globus into a Site-wide Automated Data Infrastructure.pdf
Extending Globus into a Site-wide Automated Data Infrastructure.pdf
Globus
 
Globus at the United States Geological Survey
Globus at the United States Geological SurveyGlobus at the United States Geological Survey
Globus at the United States Geological Survey
Globus
 
Providing Globus Services to Users of JASMIN for Environmental Data Analysis
Providing Globus Services to Users of JASMIN for Environmental Data AnalysisProviding Globus Services to Users of JASMIN for Environmental Data Analysis
Providing Globus Services to Users of JASMIN for Environmental Data Analysis
Globus
 
Globus Compute with Integrated Research Infrastructure (IRI) workflows
Globus Compute with Integrated Research Infrastructure (IRI) workflowsGlobus Compute with Integrated Research Infrastructure (IRI) workflows
Globus Compute with Integrated Research Infrastructure (IRI) workflows
Globus
 
Reactive Documents and Computational Pipelines - Bridging the Gap
Reactive Documents and Computational Pipelines - Bridging the GapReactive Documents and Computational Pipelines - Bridging the Gap
Reactive Documents and Computational Pipelines - Bridging the Gap
Globus
 

More from Globus (20)

Globus Compute wth IRI Workflows - GlobusWorld 2024
Globus Compute wth IRI Workflows - GlobusWorld 2024Globus Compute wth IRI Workflows - GlobusWorld 2024
Globus Compute wth IRI Workflows - GlobusWorld 2024
 
Climate Science Flows: Enabling Petabyte-Scale Climate Analysis with the Eart...
Climate Science Flows: Enabling Petabyte-Scale Climate Analysis with the Eart...Climate Science Flows: Enabling Petabyte-Scale Climate Analysis with the Eart...
Climate Science Flows: Enabling Petabyte-Scale Climate Analysis with the Eart...
 
Globus Compute Introduction - GlobusWorld 2024
Globus Compute Introduction - GlobusWorld 2024Globus Compute Introduction - GlobusWorld 2024
Globus Compute Introduction - GlobusWorld 2024
 
Globus Connect Server Deep Dive - GlobusWorld 2024
Globus Connect Server Deep Dive - GlobusWorld 2024Globus Connect Server Deep Dive - GlobusWorld 2024
Globus Connect Server Deep Dive - GlobusWorld 2024
 
Innovating Inference - Remote Triggering of Large Language Models on HPC Clus...
Innovating Inference - Remote Triggering of Large Language Models on HPC Clus...Innovating Inference - Remote Triggering of Large Language Models on HPC Clus...
Innovating Inference - Remote Triggering of Large Language Models on HPC Clus...
 
Providing Globus Services to Users of JASMIN for Environmental Data Analysis
Providing Globus Services to Users of JASMIN for Environmental Data AnalysisProviding Globus Services to Users of JASMIN for Environmental Data Analysis
Providing Globus Services to Users of JASMIN for Environmental Data Analysis
 
First Steps with Globus Compute Multi-User Endpoints
First Steps with Globus Compute Multi-User EndpointsFirst Steps with Globus Compute Multi-User Endpoints
First Steps with Globus Compute Multi-User Endpoints
 
Enhancing Research Orchestration Capabilities at ORNL.pdf
Enhancing Research Orchestration Capabilities at ORNL.pdfEnhancing Research Orchestration Capabilities at ORNL.pdf
Enhancing Research Orchestration Capabilities at ORNL.pdf
 
Understanding Globus Data Transfers with NetSage
Understanding Globus Data Transfers with NetSageUnderstanding Globus Data Transfers with NetSage
Understanding Globus Data Transfers with NetSage
 
How to Position Your Globus Data Portal for Success Ten Good Practices
How to Position Your Globus Data Portal for Success Ten Good PracticesHow to Position Your Globus Data Portal for Success Ten Good Practices
How to Position Your Globus Data Portal for Success Ten Good Practices
 
Exploring Innovations in Data Repository Solutions - Insights from the U.S. G...
Exploring Innovations in Data Repository Solutions - Insights from the U.S. G...Exploring Innovations in Data Repository Solutions - Insights from the U.S. G...
Exploring Innovations in Data Repository Solutions - Insights from the U.S. G...
 
Developing Distributed High-performance Computing Capabilities of an Open Sci...
Developing Distributed High-performance Computing Capabilities of an Open Sci...Developing Distributed High-performance Computing Capabilities of an Open Sci...
Developing Distributed High-performance Computing Capabilities of an Open Sci...
 
The Department of Energy's Integrated Research Infrastructure (IRI)
The Department of Energy's Integrated Research Infrastructure (IRI)The Department of Energy's Integrated Research Infrastructure (IRI)
The Department of Energy's Integrated Research Infrastructure (IRI)
 
GlobusWorld 2024 Opening Keynote session
GlobusWorld 2024 Opening Keynote sessionGlobusWorld 2024 Opening Keynote session
GlobusWorld 2024 Opening Keynote session
 
Enhancing Performance with Globus and the Science DMZ
Enhancing Performance with Globus and the Science DMZEnhancing Performance with Globus and the Science DMZ
Enhancing Performance with Globus and the Science DMZ
 
Extending Globus into a Site-wide Automated Data Infrastructure.pdf
Extending Globus into a Site-wide Automated Data Infrastructure.pdfExtending Globus into a Site-wide Automated Data Infrastructure.pdf
Extending Globus into a Site-wide Automated Data Infrastructure.pdf
 
Globus at the United States Geological Survey
Globus at the United States Geological SurveyGlobus at the United States Geological Survey
Globus at the United States Geological Survey
 
Providing Globus Services to Users of JASMIN for Environmental Data Analysis
Providing Globus Services to Users of JASMIN for Environmental Data AnalysisProviding Globus Services to Users of JASMIN for Environmental Data Analysis
Providing Globus Services to Users of JASMIN for Environmental Data Analysis
 
Globus Compute with Integrated Research Infrastructure (IRI) workflows
Globus Compute with Integrated Research Infrastructure (IRI) workflowsGlobus Compute with Integrated Research Infrastructure (IRI) workflows
Globus Compute with Integrated Research Infrastructure (IRI) workflows
 
Reactive Documents and Computational Pipelines - Bridging the Gap
Reactive Documents and Computational Pipelines - Bridging the GapReactive Documents and Computational Pipelines - Bridging the Gap
Reactive Documents and Computational Pipelines - Bridging the Gap
 

Recently uploaded

My burning issue is homelessness K.C.M.O.
My burning issue is homelessness K.C.M.O.My burning issue is homelessness K.C.M.O.
My burning issue is homelessness K.C.M.O.
rwarrenll
 
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
Timothy Spann
 
一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理
一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理
一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理
nuttdpt
 
Analysis insight about a Flyball dog competition team's performance
Analysis insight about a Flyball dog competition team's performanceAnalysis insight about a Flyball dog competition team's performance
Analysis insight about a Flyball dog competition team's performance
roli9797
 
Influence of Marketing Strategy and Market Competition on Business Plan
Influence of Marketing Strategy and Market Competition on Business PlanInfluence of Marketing Strategy and Market Competition on Business Plan
Influence of Marketing Strategy and Market Competition on Business Plan
jerlynmaetalle
 
一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理
一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理
一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理
74nqk8xf
 
Nanandann Nilekani's ppt On India's .pdf
Nanandann Nilekani's ppt On India's .pdfNanandann Nilekani's ppt On India's .pdf
Nanandann Nilekani's ppt On India's .pdf
eddie19851
 
办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样
办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样
办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样
apvysm8
 
STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...
STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...
STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...
sameer shah
 
一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理
一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理
一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理
nyfuhyz
 
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
Timothy Spann
 
原版制作(swinburne毕业证书)斯威本科技大学毕业证毕业完成信一模一样
原版制作(swinburne毕业证书)斯威本科技大学毕业证毕业完成信一模一样原版制作(swinburne毕业证书)斯威本科技大学毕业证毕业完成信一模一样
原版制作(swinburne毕业证书)斯威本科技大学毕业证毕业完成信一模一样
u86oixdj
 
Malana- Gimlet Market Analysis (Portfolio 2)
Malana- Gimlet Market Analysis (Portfolio 2)Malana- Gimlet Market Analysis (Portfolio 2)
Malana- Gimlet Market Analysis (Portfolio 2)
TravisMalana
 
Learn SQL from basic queries to Advance queries
Learn SQL from basic queries to Advance queriesLearn SQL from basic queries to Advance queries
Learn SQL from basic queries to Advance queries
manishkhaire30
 
Intelligence supported media monitoring in veterinary medicine
Intelligence supported media monitoring in veterinary medicineIntelligence supported media monitoring in veterinary medicine
Intelligence supported media monitoring in veterinary medicine
AndrzejJarynowski
 
一比一原版(UofS毕业证书)萨省大学毕业证如何办理
一比一原版(UofS毕业证书)萨省大学毕业证如何办理一比一原版(UofS毕业证书)萨省大学毕业证如何办理
一比一原版(UofS毕业证书)萨省大学毕业证如何办理
v3tuleee
 
4th Modern Marketing Reckoner by MMA Global India & Group M: 60+ experts on W...
4th Modern Marketing Reckoner by MMA Global India & Group M: 60+ experts on W...4th Modern Marketing Reckoner by MMA Global India & Group M: 60+ experts on W...
4th Modern Marketing Reckoner by MMA Global India & Group M: 60+ experts on W...
Social Samosa
 
一比一原版(Glasgow毕业证书)格拉斯哥大学毕业证如何办理
一比一原版(Glasgow毕业证书)格拉斯哥大学毕业证如何办理一比一原版(Glasgow毕业证书)格拉斯哥大学毕业证如何办理
一比一原版(Glasgow毕业证书)格拉斯哥大学毕业证如何办理
g4dpvqap0
 
Global Situational Awareness of A.I. and where its headed
Global Situational Awareness of A.I. and where its headedGlobal Situational Awareness of A.I. and where its headed
Global Situational Awareness of A.I. and where its headed
vikram sood
 
一比一原版(Adelaide毕业证书)阿德莱德大学毕业证如何办理
一比一原版(Adelaide毕业证书)阿德莱德大学毕业证如何办理一比一原版(Adelaide毕业证书)阿德莱德大学毕业证如何办理
一比一原版(Adelaide毕业证书)阿德莱德大学毕业证如何办理
slg6lamcq
 

Recently uploaded (20)

My burning issue is homelessness K.C.M.O.
My burning issue is homelessness K.C.M.O.My burning issue is homelessness K.C.M.O.
My burning issue is homelessness K.C.M.O.
 
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
 
一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理
一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理
一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理
 
Analysis insight about a Flyball dog competition team's performance
Analysis insight about a Flyball dog competition team's performanceAnalysis insight about a Flyball dog competition team's performance
Analysis insight about a Flyball dog competition team's performance
 
Influence of Marketing Strategy and Market Competition on Business Plan
Influence of Marketing Strategy and Market Competition on Business PlanInfluence of Marketing Strategy and Market Competition on Business Plan
Influence of Marketing Strategy and Market Competition on Business Plan
 
一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理
一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理
一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理
 
Nanandann Nilekani's ppt On India's .pdf
Nanandann Nilekani's ppt On India's .pdfNanandann Nilekani's ppt On India's .pdf
Nanandann Nilekani's ppt On India's .pdf
 
办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样
办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样
办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样
 
STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...
STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...
STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...
 
一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理
一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理
一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理
 
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
 
原版制作(swinburne毕业证书)斯威本科技大学毕业证毕业完成信一模一样
原版制作(swinburne毕业证书)斯威本科技大学毕业证毕业完成信一模一样原版制作(swinburne毕业证书)斯威本科技大学毕业证毕业完成信一模一样
原版制作(swinburne毕业证书)斯威本科技大学毕业证毕业完成信一模一样
 
Malana- Gimlet Market Analysis (Portfolio 2)
Malana- Gimlet Market Analysis (Portfolio 2)Malana- Gimlet Market Analysis (Portfolio 2)
Malana- Gimlet Market Analysis (Portfolio 2)
 
Learn SQL from basic queries to Advance queries
Learn SQL from basic queries to Advance queriesLearn SQL from basic queries to Advance queries
Learn SQL from basic queries to Advance queries
 
Intelligence supported media monitoring in veterinary medicine
Intelligence supported media monitoring in veterinary medicineIntelligence supported media monitoring in veterinary medicine
Intelligence supported media monitoring in veterinary medicine
 
一比一原版(UofS毕业证书)萨省大学毕业证如何办理
一比一原版(UofS毕业证书)萨省大学毕业证如何办理一比一原版(UofS毕业证书)萨省大学毕业证如何办理
一比一原版(UofS毕业证书)萨省大学毕业证如何办理
 
4th Modern Marketing Reckoner by MMA Global India & Group M: 60+ experts on W...
4th Modern Marketing Reckoner by MMA Global India & Group M: 60+ experts on W...4th Modern Marketing Reckoner by MMA Global India & Group M: 60+ experts on W...
4th Modern Marketing Reckoner by MMA Global India & Group M: 60+ experts on W...
 
一比一原版(Glasgow毕业证书)格拉斯哥大学毕业证如何办理
一比一原版(Glasgow毕业证书)格拉斯哥大学毕业证如何办理一比一原版(Glasgow毕业证书)格拉斯哥大学毕业证如何办理
一比一原版(Glasgow毕业证书)格拉斯哥大学毕业证如何办理
 
Global Situational Awareness of A.I. and where its headed
Global Situational Awareness of A.I. and where its headedGlobal Situational Awareness of A.I. and where its headed
Global Situational Awareness of A.I. and where its headed
 
一比一原版(Adelaide毕业证书)阿德莱德大学毕业证如何办理
一比一原版(Adelaide毕业证书)阿德莱德大学毕业证如何办理一比一原版(Adelaide毕业证书)阿德莱德大学毕业证如何办理
一比一原版(Adelaide毕业证书)阿德莱德大学毕业证如何办理
 

Best Practices for Data Sharing (GlobusWorld Tour - Columbia University)

  • 1. Rachana Ananthakrishnan - rachana@globus.org Vas Vasiliadis - vas@globus.org Columbia University April 24, 2019 Best Practices for Data Sharing
  • 2. Ad hoc data sharing • Individual users share data with collaborators • Using a known email or identity for user/group • Make data publicly – at least to any logged in Globus user - available 1 Compute Facility Globus controls access to shared files on existing storage; no need to move files to cloud storage! Researcher selects files to share, selects user or group, and sets access permissions 3 Collaborator logs in to Globus and accesses shared files; no local account required; download via Globus Personal Computer Share 2
  • 3. Data from instrument facility • Provide near-real time access to data • Automated permissions based on site policy • Self managed by the PI • Federated login to access data Raw data store Personal Computer Remote visualization/analysis Local policy store --/cohort045 --/cohort096 --/cohort127
  • 4. Data from provider/archive • Portal/science gateway to distribute data • Interface to search and gather data of interest • Asynchronous transfer to user’s system or via HTTPS to “staged” data • Fine-grained authorization enforced Search and request data of interest Transfer data to destination
  • 5. Core center data processing • Allow user to securely upload data for analysis • Make analysis results available to user • Automate setup and tear down of folders and permissions --/123/input rw Analysis System --/123/output r
  • 6. Common solution components • Shared endpoint for “staging” data – Globus Connect • Application that manages permissions – The notification comes for free! • Data transfer, to and from shared endpoint
  • 8. Data sharing features • Shared endpoint creation requires authentication – Cannot be completely automated – must ”log in” – Must be a managed endpoint • Roles for management of endpoint and tasks – Grant rights to other users, groups or applications • Access manager role grants others the rights to manage permissions – Grant to users, groups, applications
  • 9. Data sharing permissions management • Permissions are set per folder, on a shared endpoint • Permissions management can be automated • For a user – Identity: user must log in with this – Email: user gets a code via email; link to their Globus Account • For a group – Group UUID: search for group to get UUID – Access governed by membership in the group • For an application – Application identity: appclientid@clients.auth.globus.org
  • 10. Application to manage permissions
  • 11. Application concepts • Custom (native) app (automatically) manages permissions – Can use Globus CLI • Confidential apps: use client id and secret – Ensure application is on a secure device – Set up policy for rotation of secret (limited life tokens) – Identity: appclientid@clients.auth.globus.org
  • 12. Client credential grant 12 1. Authenticate with app client id and secret 2. Access Tokens Application, Science Gateway, Data Portal (Client) 3. Authenticate as app with access tokens to invoke service (on behalf of authorized user, within a given scope) Globus Transfer (Resource Server) Globus Auth (Authorization Server)
  • 13. Data transfer to and from the shared endpoint
  • 14. Data transfer scenarios • Application moving data of its own accord – App has access to source data and can write to destination – Requires shared endpoints on both sides – Client credential grant • Application moving data as user – Only user has access to data on source/destination – Authorization code grant – Similar to the data portal example presented earlier
  • 15. Walkthrough What: Make select data available to authorized user(s) Who (yes the app is a who!): Data distribution application How: See example code at: github.com/globus/automation-examples/blob/master/share_data.py 1. Creates folder on shared endpoint 2. Moves data to folder 3. Sets permissions on folder for user/group On your EC2 instance in ~/automation-examples
  • 16. Application registration • To make the confidential client grant work • Register the application at developers.globus.org – Redirects: https://auth.globus.org/v2/web/auth-code – Scopes: globus:auth:scope:transfer.api.globus.org:all • Get client id and secret • Add client id to the app
  • 17. Shared endpoint configuration • Create at top level folder • Set access manager role for app to manage access permissions • Optionally… – Set endpoint administrator role (can change endpoint definition) – Set endpoint manager role (can monitor and manage tasks) – Set endpoint monitor role (can monitor tasks)
  • 18. Application access • Use client credential grant to authenticate as app – Client id and secret used for obtaining tokens – Identity username is appclientid@clients.auth.globus.org • Create a folder for user (or project) • Set permissions on folder (user/group) • Create transfer task to move data to folder • (Optionally) notify user(s) that data is available
  • 19. Support resources • Globus documentation: docs.globus.org • Helpdesk and issue escalation: support@globus.org • Mailing lists – https://www.globus.org/mailing-lists – developer-discuss@globus.org • Globus professional services team – Assist with portal/gateway/app architecture and design – Develop custom applications that leverage the Globus platform – Advise on customized deployment and integration scenarios
  • 20. Join the Globus community • Access the service: globus.org/login • Create a personal endpoint: globus.org/app/endpoints/create-gcp • Documentation: docs.globus.org • Engage: globus.org/mailing-lists • Subscribe: globus.org/subscriptions • Need help? support@globus.org • Follow us: @globusonline