Argos & Genome Directories & Lucegene (‘Lucy Jean’) A Replicable Genome infOrmation System of Common Components GMOD Meeting, Sept. 2003 Don Gilbert,

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Presentation transcript:

Argos & Genome Directories & Lucegene (‘Lucy Jean’) A Replicable Genome infOrmation System of Common Components GMOD Meeting, Sept Don Gilbert,

Focus on Genome Data Access Bioscientists are data-mining to study 1000s of genes rather than 1. Web page scraping and bulk files not enough Need Internet search & retrieval of genome objects distributed among many sources Simple, flexible client program model Efficient for high volumes (10 5 objects; >1 GB sizes)

Argos is a framework for distributing common components with implemented genome data systems LuceGene, SRS,… are backends to search & retrieve data objects efficiently from any flat-file Genome Directory System includes WebServices, GridServices, LDAP, OAI,… Internet standard interfaces to search backends Three building blocks

Reduce install & replication effort Replace common { fetch, compile, install, configure,…} loop for packages of software & data Compatible with most GMOD efforts Compare to EnsEMBL, WormBase, other distributable systems Reference servers General contents common/ java/ ; perl/ -- program libraries and packages servers/ -- major programs (BLAST, PostgreSQL, others) systems/ -- OS executables of programs daphnia/, eugenes/, flybase/ -- implemented organism genome systems centaurbase/ -- sample testing system docs/ & install/ -- Argos instructions and usage ROOT/ -- common directory of projects, each as virtual host web service in ROOT Argos

Argos common parts Java common library, Ant builds, XML Tools, Web Services (Axis), Lucene for “Google”-like searches Perl common library of BioPerl, GBrowse, others Servers include Apache, Tomcat web servers MySQL, PostgreSQL databases BLAST (NCBI) Systems compiled for apple-powerpc-darwin, intel-linux, sun-sparc- solaris

Argos features Common genome & IT tool set Share benefits of “best of breed” genome tools Common parts are tested & maintained by others Minimal IT expertise (no compiles or system management) To do for Common set Mod-perl for Apache web server (& Perl runtime) More GMOD tools (Gbrowse; Cmap; …) …

Argos features Flexible project packages Project needs specify tool set (compare EnsEMBL all-in-one) Own look’n’feel web pages, contents, functions Security with protected and public sections (including collaborative editing, updates) To do for packages Improve package configuring More integration of common & project parts …

Argos features Easy replication to any Unix computer ‘Live’ copy with rsync keeps servers up-to-date Local cluster/grid for high-volume traffic Works on common workstations, laptops To do for replication File sync useless for Postgres updates; transactions? One-click install & documentation Improve auto-update; need more post-update processing

Argos advanced features Data mining (Genome Directory component) Fulfill need to search & retrieve 1000s of genes Simple, computable, industry standards for distributed query & retrieval of big data (Web Services, Grid Services, LDAP) Use to update personal, lab databases with genome links To do for Data mining Much !

Argos comparisons EnsEMBL See install instructions - not hard, but harder than auto-replication WormBase, Gramene ?? Redhat, MacOSX, other system package auto-updaters no data replication; mature; focused on system-level updates Globus Grid package management, PacMan Also offers binary program replication; install on remote systems; more configuring Data replication is immature (less useful than rsync, wget, ftp mirror) but includes directory management Others?

Daphnia Example System wFleaBase -- proto-Daphnia genome system Cgi-bin-- Web programs(Perl) Common -- Link to common, shared tools Conf-- Site configurations for web, data Data-- Bulk data & FTP site folder Dbs-- Project databases: blast, lucene, mysql Indices-- Database indices Lib-- Program libraries Web-- Web structure and documents Genomics, Sequences, Maps, Literature, Stocks, Docs, other includes Public and Protected (project member only) parts Webapps -- Web programs (Java) includes Search system, Secure web and editing

BLAST wFleaBase

Edit wFleaBase

Lucegene (‘Lucy Jean’) for Genome Information Search and Retrieval

Info. Retrieval for Genomes IR text search/retrieval tools tuned for data access, not management Good for a wide range of semi-structured and complex structured data Better functional match for textual data common in biology than numeric, table-oriented RDBMS Easier to add new data (e.g. SRS parses 100s of existing bio-databanks) Faster by orders of magnitude at search of complex data (no table joins; data is extremely non- normal) Drosophila Genome Annotations SRS or GaDB relational database

Lucene and LuceGene Lucene open-source project at jakarta.apache.org/lucene Common text search features: booleans, phrases, word stemming, fuzzy and field range searches, relevance ranking Comparable to Glimpse, Exite, WAIS, Isearch, ht/dig, Alta-vista, Google backends Author Doug Cutting has written text search engines for Apple and Excite LuceGene additions Data input adaptors for HTML; XML (e.g. MedLine); FlyBase flatfile; Biosequences (GenBank, EMBL, etc.) Basic output formats for XML, HTML via XSLT, Text, Spreadsheet Tested with 100,000s of FlyBase Genes, References, Game and Chado XML annotations euGenes gene summaries & Daphnia Medline, Sequences, HTML documents LuceGene/Lucene needs Range search improvements (inefficient, dies w/ large range) Links/joins among databases Output adaptors and work? (or rely on data source formatting)

Search wFleaBase

Genome Data Directories for Data Grid and related Internet distributed search standards

(SRS - Lion Bioscience) Constellation of Bio-Data

Directories of Genome Data Directories are a necessary step for bio grids "broad and shallow" directories federate the "narrow and deep" databases Bio-Data Access Tools SRS, Sequence Retrieval System; Entrez ; AceDB; Genome relational databases (Ensembl, FlyBase, WormBase) ; IBM DiscoveryLink; BioDAS ; BioMoby Directory services for data access Layer onto access tools for common query/retrieval LDAP: mature, efficient for high volumes, query distributed directories ; works well with bio-access tools Web Services: XML messages over Web ; wide industry support, standards are in progress

Directory Aspects Build on existing technology Efficient for millions of objects Queries distributed across directories Support existing and new data access Simple client program methods Flexible, common schema for objects Replicate directories among bioinformatics centers Peer-to-peer directories for collaborations Strong authentication and security

Directory Components

Directory Standards Open Grid Services Architechture (OGSA) SOAP based; query support for XML-SQL, Xpath, Xquery. Data Access project: Lightweight Directory Access (LDAP) Robust system for distributed search and retrieval Object-centric, optimized for efficient read operations Hierarchical, distributed and replicated in nature Life Sciences ID (LSID) new standard for bio-object naming, with LDAP and WebServices implementations Moby project web services repository system

Directory Tests Design and test distributed access with LDAP and Web Services SRS backend for efficient search/retrieval from GenBank, SwissProt/TrEMBL, LocusLink, Medline, many others Find & fetch 20,000 to 1.2 million objects LDAP is ~10x faster than WebServices Tests in progress for IUBio, FlyBase data

Directory Tests

Basic Web-Services and LDAP access working in testing form; not stable nor finalized Bio-Data categorization, schema, and meta-data for directories need work Grid (OGSA), OAI, other interfaces to be developed Directory tests at Directory Issues