XML by Dan Suciu 1 Introduction to Semistructured Data and XML Based on slides by Dan Suciu University of Washington.

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Presentation transcript:

XML by Dan Suciu 1 Introduction to Semistructured Data and XML Based on slides by Dan Suciu University of Washington

XML by Dan Suciu 2 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

XML by Dan Suciu 3 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 Remark: HTML= Data + Presentation

XML by Dan Suciu 4 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

XML by Dan Suciu 5 Semistructured Data Origins:  Integration of heterogeneous sources  Data sources with non-rigid structure Biological data Web data

XML by Dan Suciu 6 The Semistructured Data Model &o1 &o12&o24&o29 &o43 &96 &243 &206 &25 “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

XML by Dan Suciu 7 Syntax for Semistructured Data Bib: &o1 { paper: &o12 { … }, book: &o24 { … }, paper: &o29 { author: &o52 “Abiteboul”, author: &o96 { firstname: &243 “Victor”, lastname: &o206 “Vianu”}, title: &o93 “Regular path queries with constraints”, references: &o12, references: &o24, pages: &o25 { first: &o64 122, last: &o92 133} } Observe: Nested tuples, set-values, oids!

XML by Dan Suciu 8 Syntax for Semistructured Data May omit oids: { paper: { author: “Abiteboul”, author: { firstname: “Victor”, lastname: “Vianu”}, title: “Regular path queries …”, page: { first: 122, last: 133 } }

XML by Dan Suciu 9 Characteristics of Semistructured Data  Missing or additional attributes  Multi-valued attributes  Different types in different objects  Heterogeneous collections Self-describing, irregular data, no a priori structure

XML by Dan Suciu 10 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”

XML by Dan Suciu 11 XML  A W3C standard to complement HTML  Origins: Structured text SGML  Motivation: HTML describes presentation XML describes content  (version 2, 10/2000)

XML by Dan Suciu 12 From HTML to XML HTML describes the presentation

XML by Dan Suciu 13 HTML Bibliography Foundations of Databases Abiteboul, Hull, Vianu Addison Wesley, 1995 Data on the Web Abiteoul, Buneman, Suciu Morgan Kaufmann, 1999

XML by Dan Suciu 14 XML Foundations… Abiteboul Hull Vianu Addison Wesley 1995 … XML describes the content

XML by Dan Suciu 15 Why are we DB’ers interested?  It’s data, stupid. That’s us.  Proof by Altavista: database+XML -- 40,000 pages.  Database issues: How are we going to model XML? (graphs). How are we going to query XML? (XML-QL) How are we going to store XML (in a relational database? object-oriented?) How are we going to process XML efficiently? (uh… well..., um..., ah..., get some good grad students!)

XML by Dan Suciu 16 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

XML by Dan Suciu 17 Shortcomings of DTDs Useful for documents, but not so good for data:  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)

XML by Dan Suciu 18 XML Schema  In XML format  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

XML by Dan Suciu 19 Sample XML Schema …

XML by Dan Suciu 20 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

XML by Dan Suciu 21 XML Data Model (Graph) Issues: Distinguish between attributes and sub-elements? Should we conserve order? Think of the labels as names of binary relations.

XML by Dan Suciu 22 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

XML by Dan Suciu 23 More XML: Attributes Foundations of Databases Abiteboul … 1995 Attributes are alternative ways to represent data

XML by Dan Suciu 24 More XML: Oids and References Jane Mary John

XML by Dan Suciu 25 XML-Query Data Model  Describes XML data as a tree  Node ::= DocNode | ElemNode | ValueNode | AttrNode | NSNode | PINode | CommentNode | InfoItemNode | RefNode

XML by Dan Suciu 26 XML Query Data Model Example: <book price = “55” currency = “USD”> Foundations … Abiteboul Hull Vianu 1995 <book price = “55” currency = “USD”> Foundations … Abiteboul Hull Vianu 1995 price2 = attrNode(price,string10) string10 = valueNode(stringValue(“55”)) currency3 = attrNode(currency, string11) string11 = valueNode(stringValue(“USD”)) title4 = elemNode(title, string9) string9 = valueNode(stringValue(“Foundations…”)) price2 = attrNode(price,string10) string10 = valueNode(stringValue(“55”)) currency3 = attrNode(currency, string11) string11 = valueNode(stringValue(“USD”)) title4 = elemNode(title, string9) string9 = valueNode(stringValue(“Foundations…”))

XML by Dan Suciu 27 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: entities, processing instructions, comments

XML by Dan Suciu 28 XQUERY --- Path Expressions Examples:  Bib.paper  Bib.book.publisher  Bib.paper.author.lastname Given an OEM instance, the value of a path expression p is a set of objects

XML by Dan Suciu 29 Path Expressions Examples: DB = &o1 &o12&o24&o29 &o43 &o70&o71 &96 &243 &206 &25 “Serge” “Abiteboul” 1997 “Victor” “Vianu” paper book paper references author title year http author title publisher author title page firstname lastname firstnamelastnamefirst last Bib &o44&o45&o46 &o47&o48 &o49 &o50 &o51 &o52 Bib.paper={&o12,&o29} Bib.book.publisher={&o51} Bib.paper.author.lastname={&o71,&206} Bib.paper={&o12,&o29} Bib.book.publisher={&o51} Bib.paper.author.lastname={&o71,&206}

XML by Dan Suciu 30 XQuery Summary:  FOR-LET-WHERE-RETURN = FLWR FOR/LET Clauses WHERE Clause RETURN Clause List of tuples Instance of Xquery data model

XML by Dan Suciu 31 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

XML by Dan Suciu 32 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:...

XML by Dan Suciu 33 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

XML by Dan Suciu 34 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

XML by Dan Suciu 35 XQuery Result: Jones abc def Smith ghi

XML by Dan Suciu 36 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

XML by Dan Suciu 37 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