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GridChem Production Cyberenvironment for Computational Chemistry Pragma 12 Conference 21 March 07. Sudhakar Pamidighantam NCSA, University of Illinois at Urbana-Champaign sudhakar@ncsa.edu. Acknowledgements. Acknowledgments. Rion Dooley, TACC Middleware Infrastructure
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GridChem Production Cyberenvironment for Computational Chemistry Pragma 12 Conference 21 March 07 Sudhakar Pamidighantam NCSA, University of Illinois at Urbana-Champaign sudhakar@ncsa.edu
Acknowledgments • Rion Dooley, TACC Middleware Infrastructure • Stelios Kyriacou, OSC Middleware Scripts • Chona Guiang, TACC Databases and Applications • Kent Milfeld, TACC, Database Integration • Kailash Kotwani, NCSA, Client, Applications and Middleware • Joohyun Kim,NCSA, Applications • Scott Brozell, OSC, Applications and Testing • Michael Sheetz, UKy, Application Interfaces • Vikram Gazula, UKy, Server Administration • Tom Roney, NCSA, Server and Database Maintenance
Outline • Production Environments • Current Status Web Services Usage • Brief Demo • Future Plans
Motivation Software - Reasonably Mature and easy to use to address chemists questions of interest Community of Users - Need and capable of using the software Some are non traditional computational chemists Resources - Various in capacity and capability
Background Qauntum Chemistry Remote Job Monitor ( Quantum Chemistry Workbench) 1998, NCSA Chemviz 1999-2001, NSF (USA) http://chemviz.ncsa.uiuc.edu Technologies Web Based Client Server Models Visual Interfaces Distributed computing (Condor)
GridChem NCSA Alliance was commissioned 1998 Diverse HPC systems deployed both at NCSA and Alliance Partner Sites Batch schedulers different at sites Policies favored different classes and modes of use at different sites/HPC systems
Extended TeraGrid Facility www.teragrid.org
NSF Petascale Road Map • Track I Scheme Multi petaflop single site system to be deployed by 2010 Several Consortia Competing (Now under review) • Track 2 Sub petaflop systems Several to be deployed until Track 1 is online First one will be at TACC ( 450 TFlops) Available Fall 2007 ( 50 000 Processors/Cores) NCSA is deploying a 110 TFlops in April 2007 (10000 Processors/cores) Second subpetaflops systems being reviewed
Grid and Gridlock Alliance lead to Physical Grid Grid lead to TeraGrid Homogenous Grid with predefined fixed software and system stack was planned (Teragrid) but it was difficult to keep it homogenous Local preferences and diversity leads to heterogeneous grids now! (Operating Systems, Schedulers, Policies, Software and Services) Openness and standards that lead interoperability are criticalfor successful services
Current Grid Status Interfaces Grid Hardware Scientific Applications Middleware
Science Enabled • Chemical Reactivity of the Biradicaloid (HO...ONO) Singlet States of Peroxynitrous Acid. The Oxidation of Hydrocarbons, Sulfides, and Selenides. Bach, R. D.; Dmitrenko, O.; Estévez, C. M. J. Am. Chem. Soc. 2005, 127, 3140-3155. • The "Somersault" Mechanism for the P-450 Hydroxylation of Hydrocarbons. The Intervention of Transient Inverted Metastable Hydroperoxides. Bach, R. D.; Dmitrenko, O. J. Am. Chem. Soc. 2006, 128(5), 1474-1488. • The Effect of Carbonyl Substitution on the Strain Energy of Small Ring Compounds and their Six-member Ring Reference Compounds Bach, R. D.; Dmitrenko, O. J. Am. Chem. Soc. 2006,128(14), 4598.
Science Enabled • Azide Reactions for Controlling Clean Silicon Surface Chemistry:Benzylazide on Si(100)-2 1Semyon Bocharov, Olga Dmitrenko, Lucila P. Mendez De Leo, and Andrew V. Teplyakov*Department of Chemistry and Biochemistry, University of Delaware, Newark, Delaware 19716Received April 13, 2006; E-mail: andrewt@udel.eduhttp://pubs.acs.org.proxy2.library.uiuc.edu/cgi-bin/asap.cgi/jacsat/asap/pdf/ja0623663.pdf [May require ACS access]
User Community Chemistry and Computational Biology User Base Sep 03 – Oct 04 NRAC AAB Small Allocations ------------------------------------------------------------- #PIs 26 23 64 #SUs 5,953,100 1,374,100 640,000
Some User Issues Addressed by the new Services • New systems meant learning new commands • Porting Codes • Learning new job submissions and monitoring protocols • New proposals for time (time for new proposals) • Computational modeling became more popular and number of users increased (User Management) • Batch queues are longer / waiting increased • Finding resources where to compute complicated - probably multiple distributed sites • Multiple proposals/allocations/logins • Authentication and Data Security • Data management
GridChemComputational Chemistry Grid This is a Virtual Organization Integrated Cyber Infrastructure for Computational Chemistry Integrates Applications, Middleware, HPC resources, Scheduling and Data management Allocations, User services and Training
Resources The initial Acesss Grid Testbed Nodes (38) and Condor SGI resources (NCSA, 512 nodes) have been retired this year.
Other Resources Extant HPC resources at various Supercomputer Centers (Interoperable) Optionally Other Grids and Hubs/local/personal resources These may require existing allocations/Authorization
GridChem System user user user user user Portal Client application application Grid Middleware Proxy Server Grid Services MassStorage Grid http://www.nsf.gov/awardsearch/showAward.do?AwardNumber=0438312
GridChem Use • Allocation Community and External Registration • Consulting/User Services Ticket tracking, Allocation Management • Documentation Training and Outreach FAQ Extraction, Tutorials, Dissemination
Applications • GridChem supports some apps already • Gaussian, GAMESS, NWChem, Molpro, QMCPack, Amber • Schedule of integration of additional software • ACES-3 • Crystal • Q-Chem • Wein2K • MCCCS Towhee By the middle of June 2007 • Others… • User Requested • Material and Nano Science and Biomolecular
GrdiChem Web ServicesQuick Primer Web Services is different from Web Page Systems or Web Servers: There is no GUI Web Services Share business logic, data & processes through APIs with each other (not with user) Web Services describe Standard way of interacting with “web based” applications XML is used to tag the data, SOAP is used to transfer the data, WSDL is used for describing the services available and UDDI is used for listing what services are available. A client program connecting to a web service can read the WSDL to determine what functions are available on the server. Any special datatypes used are embedded in the WSDL file in the form of XML Schema. Universal Description, Discovery, and Integration. WSRF Standards Compliant.
Client Business Model DTO DTO (Data Transfer Object) Serialize transfer through XML DAO (Data Access Object) How to get the DB objects hb.xml (Hibernate Data Map) describes obj/column data mapping DAO WS Resources Objects Hibernate hb.xml Database GridChem Web ServicesClient Objects Database Interaction
Users Projects Resources UserProjectResource Users Resources SoftwareResources NetworkResources ComputeResources StorageResources GridChem Data Models Jobs userID projectID resourceID loginName SUsLocalUserUsed jobID jobName userID projID softID cost Resources resoruceID Type hostName IPAddress siteID
GMS_WS Use Cases http://www.gridchem.org:8668/space/GMS/usecase • Authentication • Job Submission • Resource Monitoring • Job Monitoring • File Retrieval • …
Contact GMS Creates Session, Session RP and EPR Sends EPR ( Like a Cookie, but more than that) Login Request (username:passwd) Validates, Loads UserProjects Sends acknowledgement Retrieve UserProjects (GetResourceProperty Port Type [PT]) GMS_WS Authentication http://www.gridchem.org:8668/space/GMS/usecase GridChem Client GMS • WSDL (Web Service Definition Language) is a language for describing how to interface with XML-based services. It describes network services as a pair of endpoints operating on messages with either document-oriented or procedure-oriented information. • The service interface is called the port type • WSDL FILE: <?xml version="1.0" encoding="UTF-8"?> <definitionsname="MathService"targetNamespace="http://www.globus.org/namespaces/examples/core/MathService_instance" xmlns="http://schemas.xmlsoap.org/wsdl/" …
Selects projectLoadVO port type(w. MAC address) Verifies user/project/MACaddr Load UserResources RP Sends acknowledgement Validates, Loads UserProjects Sends acknowledgement Retrieve UserResources[as userVO/ Profile] (GetResourceProperty port Type PT) GMS_WS Authentication http://www.gridchem.org:8668/space/GMS/usecase GridChem Client GMS
Create Job object PredictJobStartTime PT + JobDTO JobStart Prediction RP If decision OK, SubmitJob PT + JobDTO Create Job objectAPI—Submit Store Job Object Submission CoGKit GAT “gsi-ssh” Send Acknowledgement Completion: Email from batch system to GMS server cron@GMS DB GMS_WS Job Submission GC Client GMS PT = portType RP = Resource Properties DTO = Data Transfer Object Need to check to make sure allocation-time is available.
GC Client GMS Resources/Kits/DB Request for Job, Resource Status Alloc. Balance UserResource RP Updated from DB Send info GMS_WS Monitoring cron@GMS server cron@HPC Servers Job Launcher Notifications VO Admin email parses email DB (status + cost) Parse XML, Display Discover Applications (Software Resources) Monitor System Monitor Queues PT = portType RP = Resource Properties DTO = Data Transfer Object DB = Data Base
GC Client GMS Resources/Kits/DB GMS_WS Job Status Job Status jobDTO.status Job Launcher Status Update Estimate Start time Scheduler emails/ notifications Notifications: Client, email, IM
Retrieve Root Dir. Listing on MSS with CoGKit or GAT or “gsi-ssh” MSS query UserFiles RP + FileDTO object LoadFile PT GetResourceProperty PT FileDTO(?) LoadFile PT (project folder+job) Validates project folder owned by user. Send new listing Retrieve file: CoGKit or GAT or “gsi-ssh” API file request Store locally Create FileDTO Load into UserData RP RetrieveFiles PT (+file rel.path) GMS_WS File Retrieval (MSS) GC Client GMS Resources/Kits/DB Job Completion: Send Output toMSS GetResourceProperty PT PT = portType RP = Resource Properties DTO = Data Transfer Object MSS = Mass Storage System
RetrieveJobOutput PT(+JobDTO) Job Record fromDB. Running: from Resource Complete: from MSS Retrieve file: CoGKit or GAT or “gsiftp” GMS_WS File Retrieval GC Client GMS Resources/Kits/DB Create FileDTO (?) Load into UserData RP GetResourceProperty PT PT = portType RP = Resource Properties DTO = Data Transfer Object MSS = Mass Storage System
Logging Configuration Where to find Globus Where to get random seed for encryption key generation Classpath (required jars) GridChem Web Services • WSRF (Web Services Resource Framework) Compliant • WSRF Specifications: • WS-ResourceProperties (WSRF-RP) • WS-ResourceLifetime (WSRF-RL) • WS-ServiceGroup (WSRF-SG) • WS-BaseFaults (WSRF-BF) • %ps -aux | grep ws • /usr/java/jdk1.5.0_05/bin/java \ • -Dlog4j.configuration=container-log4j.properties \ • -DGLOBUS_LOCATION=/usr/local/globus \ • -Djava.endorsed.dirs=/usr/local/globus/endorsed \ • -DGLOBUS_HOSTNAME=derrick.tacc.utexas.edu \ • -DGLOBUS_TCP_PORT_RANGE=62500,64500 \ • -Djava.security.egd=/dev/urandom \ • -classpath /usr/local/globus/lib/bootstrap.jar: • /usr/local/globus/lib/cog-url.jar: • /usr/local/globus/lib/axis-url.jar • org.globus.bootstrap.Bootstrap org.globus.wsrf.container.ServiceContainer -nosec
GridChem Software OrganizationOpen Source Distribution • CVS for GridChem
GMS_WS • Package:org.gridchem.service.gms
GMS_WS + Should these each be a separate package?
gms Classes for WSRF service implementation (PT) GMS_WS client Cmd line tests to mimic client requests dao Data Access Obj – queries DB via persistent classes (hibernate) Data Transfer Obj – (job,File,Hardware,Software,User) XML dto How to handle errors (exceptions) exceptions CCG Service business mode (how to interact) model Contains user’s credentials for job sub. file browsing,… credential “Oversees correct” handling of user data (get/putfile). file file.task Define Job & util & enumerations (SubmitTask, KillTask,…) job job.task Autonomous notification via email, IM, textmesg. notification CCGResource&Util, Synched by GPIR, abstract classes NetworkRes., ComputeRes., SoftwareRes., StorageRes., VisualizationRes. resource user User (has attributes – Preference/Address) DB operations (CRUD), OR Maps, pool mgmt,DB session, persistence audit Classes that communicate with other web services query synch gpir Periodically update DB with GPIR info (GPIR calls) test JUnit service test (gms.properties): authen. VO retrieval, Res.Query,Synch, Job Mgmt, File Mgmt, Notification Contains utility and singleton classes for the service. util crypt Encryption of login password Mapping from GMS_WS enumeration classes DB enumerators gat GAT util classes: GATContext & GAT Preferences generation proxy Classes deal with CoGKit configuration.
Testing GMS_WS external jars • For XML Parsing • “Java” Document Object Model • Lightweight • Reading/Writing XML Docs • Complements SAX (parser) & DOM • Uses Collections**