CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University1 Database Management Systems Session 10 Instructor: Vinnie Costa
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University2 Making A Difference [Apple Advertisement, 10/13 ] “It’s unfolded before your eyes. The revolution that is iPod first took the music scene by storm. Further spiced things up with full-color photos. Added a full complement of podcasts to the mix. And now iPod has turned the world topsy- turvy once again with video, letting you carry up to 150 hours of video wherever you go. Imagine: With iPod, you can play the DJ one minute. Rock with the latest Madonna or U2 music videos the next. Then get lost with “Lost”—or any of the other TV shows or short films now available for purchase and download from the iTunes Music Store. “ The Long Tail is becoming reality!!!
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University3 Tim Bray - Coinventor of XML For more than 20 years, Tim Bray has been tackling projects as deep as the English Language (computerized Oxford English Dictionary, 1987), as wide as the Web (one of the first Internet search engines, 1994), and as tall as the meaning of data (XML, 1996). He invented XML with Jon Bosak. “XML is used for banking transactions, for interchanging prices in condo developments and for exporting data from iTunes,” he points out. “None of those things were remotely on our minds when we were building it.”
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University4 Introduction to Semistructured Data and XML Chapter 27
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University5 How the Web is Today HTML documents often generated by applications consumed by humans only easy access: across platforms, across organizations No application interoperability: HTML not understood by applications screen scraping brittle Database technology: client-server still vendor specific
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University6 New Universal Data Exchange Format: XML A recommendation from the W3C XML = data XML generated by applications XML consumed by applications Easy access: across platforms, organizations
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University7 Paradigm Shift on the Web From documents (HTML) to data (XML) From information retrieval to data management For databases, also a paradigm shift: from relational model to semistructured data from data processing to data/query translation from storage to transport
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University8 Semistructured Data Origins: Integration of heterogeneous sources Data sources with non-rigid structure Biological data Web data
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University9 The Semistructured Data Model “Serge” “Abiteboul” 1997 “Victor” “Vianu” paper book paper references author title year http author title publisher author title page firstname lastname firstnamelastnamefirst last Bib Object Exchange Model (OEM) complex object atomic object
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University10 Syntax for Semistructured Data Bib: 1 { paper: 12 { … }, book: 24 { … }, paper: 29 { author: 52 “Abiteboul”, author: 96 { firstname: 243 “Victor”, lastname: 206 “Vianu”}, title: 93 “Regular path queries with constraints”, references: 12, references: 24, pages: 25 { first: , last: } }
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University11 Syntax for Semistructured Data May omit oids: { paper: { author: “Abiteboul”, author: { firstname: “Victor”, lastname: “Vianu”}, title: “Regular path queries …”, page: { first: 122, last: 133 } }
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University12 Characteristics of Semistructured Data Missing or additional attributes Multiple attributes Different types in different objects Heterogeneous collections Self-describing, irregular data, no a priori structure
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University13 Comparison with Relational Data { row: { name: “John”, phone: 3634 }, row: { name: “Sue”, phone: 6343 }, row: { name: “Dick”, phone: 6363 } } row name phone “John”3634“Sue”“Dick”
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University14 XML A W3C standard to complement HTML Origins: Structured text SGML Large-scale electronic publishing Data exchange on the web Motivation: HTML describes presentation XML describes content (version 2, 10/2000)
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University15 From HTML to XML HTML describes the presentation
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University16 HTML Bibliography Foundations of Databases Abiteboul, Hull, Vianu Addison Wesley, 1995 Data on the Web Abiteboul, Buneman, Suciu Morgan Kaufmann, 1999
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University17 XML Foundations… Abiteboul Hull Vianu Addison Wesley 1995 … XML describes the content
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University18 Why are we DB’ers interested? It’s data, stupid. That’s us. Proof by Google: database+XML – 1,940,000 pages. Database issues: How are we going to model XML? (graphs). How are we going to query XML? (XQuery) How are we going to store XML (in a relational database? object-oriented? native?) How are we going to process XML efficiently? (many interesting research questions!)
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University19 Document Type Descriptors Sort of like a schema but not really. Inherited from SGML DTD standard BNF grammar establishing constraints on element structure and content Definitions of entities
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University20 Shortcomings of DTDs Useful for documents, but not so good for data: Element name and type are associated globally No support for structural re-use Object-oriented-like structures aren’t supported No support for data types Can’t do data validation Can have a single key item (ID), but: No support for multi-attribute keys No support for foreign keys (references to other keys) No constraints on IDREFs (reference only a Section)
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University21 XML Schema In XML format Element names and types associated locally Includes primitive data types (integers, strings, dates, etc.) Supports value-based constraints (integers > 100) User-definable structured types Inheritance (extension or restriction) Foreign keys Element-type reference constraints
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University22 Sample XML Schema …
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University23 Important XML Standards XSL/XSLT: presentation and transformation standards RDF: resource description framework (meta-info such as ratings, categorizations, etc.) Xpath/Xpointer/Xlink: standard for linking to documents and elements within Namespaces: for resolving name clashes DOM: Document Object Model for manipulating XML documents SAX: Simple API for XML parsing XQuery: query language
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University24 XML Data Model (Graph) Issues: Distinguish between attributes and sub-elements? Should we conserve order?
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University25 XML Terminology Tags: book, title, author, … start tag:, end tag: Elements: …, … elements can be nested empty element: (Can be abbrv. ) XML document: Has a single root element Well-formed XML document: Has matching tags Valid XML document: conforms to a schema
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University26 More XML: Attributes Foundations of Databases Abiteboul … 1995 Attributes are alternative ways to represent data
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University27 More XML: Oids and References Jane Mary John oids and references in XML are just syntax
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University28 XQuery Summary: FOR-LET-WHERE-ORDERBY-RETURN = FLWOR FOR/LET Clauses WHERE Clause ORDERBY/RETURN Clause List of tuples Instance of Xquery data model
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University29 XQuery FOR $x in expr -- binds $x to each value in the list expr LET $x = expr -- binds $x to the entire list expr Useful for common subexpressions and for aggregations
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University30 FOR v.s. LET FOR $x IN document("bib.xml") /bib/book RETURN $x FOR $x IN document("bib.xml") /bib/book RETURN $x Returns:... LET $x IN document("bib.xml") /bib/book RETURN $x LET $x IN document("bib.xml") /bib/book RETURN $x Returns:...
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University31 Path Expressions Abbreviated Syntax /bib/paper[2]/author[1] /bib//author paper[author/lastname=“Vianu"] /bib/(paper|book)/title Unabbreviated Syntax child::bib/descendant::author child::bib/descendant-or-self::*/child::author parent, self, descendant-or-self, attribute
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University32 XQuery Find all book titles published after 1995: FOR $x IN document("bib.xml") /bib/book WHERE $x/year > 1995 RETURN $x/title FOR $x IN document("bib.xml") /bib/book WHERE $x/year > 1995 RETURN $x/title Result: abc def ghi
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University33 XQuery For each author of a book by Morgan Kaufmann, list all books she published: FOR $a IN distinct( document("bib.xml") /bib/book[publisher=“Morgan Kaufmann”]/author) RETURN $a, FOR $t IN /bib/book[author=$a]/title RETURN $t FOR $a IN distinct( document("bib.xml") /bib/book[publisher=“Morgan Kaufmann”]/author) RETURN $a, FOR $t IN /bib/book[author=$a]/title RETURN $t distinct = a function that eliminates duplicates
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University34 XQuery Result: Jones abc def Smith ghi
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University35 XQuery count = a (aggregate) function that returns the number of elms FOR $p IN distinct(document("bib.xml")//publisher) LET $b := document("bib.xml")/book[publisher = $p] WHERE count($b) > 100 RETURN $p FOR $p IN distinct(document("bib.xml")//publisher) LET $b := document("bib.xml")/book[publisher = $p] WHERE count($b) > 100 RETURN $p
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University36 XQuery Find books whose price is larger than average: LET $a=avg( document("bib.xml") /bib/book/price) FOR $b in document("bib.xml") /bib/book WHERE $b/price > $a RETURN $b LET $a=avg( document("bib.xml") /bib/book/price) FOR $b in document("bib.xml") /bib/book WHERE $b/price > $a RETURN $b
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University37 FOR v.s. LET FOR Binds node variables iteration LET Binds collection variables one value
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University38 Sorting in XQuery FOR $p IN distinct(document("bib.xml")//publisher) ORDERBY $p RETURN $p/text(), FOR $b IN document("bib.xml")//book[publisher = $p] ORDERBY $b/price DESCENDING RETURN $b/title, $b/price FOR $p IN distinct(document("bib.xml")//publisher) ORDERBY $p RETURN $p/text(), FOR $b IN document("bib.xml")//book[publisher = $p] ORDERBY $b/price DESCENDING RETURN $b/title, $b/price
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University39 If-Then-Else FOR $h IN //holding ORDERBY $h/title RETURN $h/title, IF = "Journal" THEN $h/editor ELSE $h/author FOR $h IN //holding ORDERBY $h/title RETURN $h/title, IF = "Journal" THEN $h/editor ELSE $h/author
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University40 XML vs. Semistructured Data Both described best by a graph Both are schema-less, self-describing XML is ordered, ssd is not XML can mix text and elements: Making Java easier to type and easier to type Phil Wadler XML has lots of other stuff: attributes, entities, processing instructions, comments
CSC056-Z1 – Database Management Systems – Vinnie Costa – Hofstra University41 La commedia e finita' … …Good Luck…Make A Difference!!!