Querying XML: XQuery and XSLT

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Presentation transcript:

Querying XML: XQuery and XSLT Zachary G. Ives University of Pennsylvania CIS 550 – Database & Information Systems October 21, 2009 Some slide content courtesy of Susan Davidson, Dan Suciu, & Raghu Ramakrishnan

Reminders Homework 4 handed out Midterm on Monday XQuery and XPath Midterm on Monday Will have more detailed project specs next week

Querying XML How do you query a directed graph? a tree? The standard approach used by many XML, semistructured-data, and object query languages: Define some sort of a template describing traversals from the root of the directed graph In XML, the basis of this template is called an XPath In its simplest form, an XPath is like a path in a file system … but there are more elaborate versions with axes, predicates, etc.

XML Data Model Visualized root attribute p-i element Root text ?xml dblp mastersthesis article mdate mdate key key 2002… author title year school editor title journal volume year ee ee 2002… 1992 1997 ms/Brown92 The… tr/dec/… PRPL… Digital… db/labs/dec Kurt P…. Univ…. Paul R. SRC… http://www.

XQuery A strongly-typed, Turing-complete XML manipulation language Attempts to do static typechecking against XML Schema Based on an object model derived from Schema Unlike SQL, fully compositional, highly orthogonal: Inputs & outputs collections (sequences or bags) of XML nodes Anywhere a particular type of object may be used, may use the results of a query of the same type Designed mostly by DB and functional language people Attempts to satisfy the needs of data management and document management The database-style core is mostly complete (even has support for NULLs in XML!!) The document keyword querying features are still in the works – shows in the order-preserving default model

XQuery’s Basic Form Has an analogous form to SQL’s SELECT..FROM..WHERE..GROUP BY..ORDER BY The model: bind nodes (or node sets) to variables; operate over each legal combination of bindings; produce a set of nodes “FLWOR” statement [note case sensitivity!]: for {iterators that bind variables} let {collections} where {conditions} order by {order-conditions} (older version was “SORTBY”) return {output constructor}

“Iterations” in XQuery A series of (possibly nested) FOR statements assigning the results of XPaths to variables for $root in document(“http://my.org/my.xml”) for $sub in $root/rootElement, $sub2 in $sub/subElement, … Something like a template that pattern-matches, produces a “binding tuple” For each of these, we evaluate the WHERE and possibly output the RETURN template document() or doc() function specifies an input file as a URI Old version was “document”; now “doc” but it depends on your XQuery implementation

Two XQuery Examples <root-tag> { for $p in document(“dblp.xml”)/dblp/proceedings, $yr in $p/yr where $yr = “1999” return <proc> {$p} </proc> } </root-tag> for $i in document(“dblp.xml”)/dblp/inproceedings[author/text() = “John Smith”] return <smith-paper> <title>{ $i/title/text() }</title> <key>{ $i/@key }</key> { $i/crossref } </smith-paper>

Nesting in XQuery Nesting XML trees is perhaps the most common operation In XQuery, it’s easy – put a subquery in the return clause where you want things to repeat! for $u in document(“dblp.xml”)/universities where $u/country = “USA” return <ms-theses-99> { $u/title } { for $mt in $u/../mastersthesis where $mt/year/text() = “1999” and ____________ return $mt/title } </ms-theses-99>

Collections & Aggregation in XQuery In XQuery, many operations return collections XPaths, sub-XQueries, functions over these, … The let clause assigns the results to a variable Aggregation simply applies a function over a collection, where the function returns a value (very elegant!) let $allpapers := document(“dblp.xml”)/dblp/article return <article-authors> <count> { fn:count(fn:distinct-values($allpapers/authors)) } </count> { for $paper in doc(“dblp.xml”)/dblp/article let $pauth := $paper/author return <paper> {$paper/title} <count> { fn:count($pauth) } </count> </paper> } </article-authors>

Collections, Ctd. Unlike in SQL, we can compose aggregations and create new collections from old: <result> { let $avgItemsSold := fn:avg( for $order in document(“my.xml”)/orders/order let $totalSold = fn:sum($order/item/quantity) return $totalSold) return $avgItemsSold } </result>

Distinct-ness In XQuery, DISTINCT-ness happens as a function over a collection But since we have nodes, we can do duplicate removal according to value or node Can do fn:distinct-values(collection) to remove duplicate values, or fn:distinct-nodes(collection) to remove duplicate nodes for $years in fn:distinct-values(doc(“dblp.xml”)//year/text() return $years

Sorting in XQuery SQL actually allows you to sort its output, with a special ORDER BY clause (which we haven’t discussed, but which specifies a sort key list) XQuery borrows this idea In XQuery, what we order is the sequence of “result tuples” output by the return clause: for $x in document(“dblp.xml”)/proceedings order by $x/title/text() return $x

What If Order Doesn’t Matter? By default: SQL is unordered XQuery is ordered everywhere! But unordered queries are much faster to answer XQuery has a way of telling the query engine to avoid preserving order: unordered { for $x in (mypath) … }

Querying & Defining Metadata – Can’t Do This in SQL Can get a node’s name by querying node-name(): for $x in document(“dblp.xml”)/dblp/* return node-name($x) Can construct elements and attributes using computed names: for $x in document(“dblp.xml”)/dblp/*, $year in $x/year, $title in $x/title/text(), element node-name($x) { attribute {“year-” + $year} { $title } }

XQuery Summary Very flexible and powerful language for XML Clean and orthogonal: can always replace a collection with an expression that creates collections DB and document-oriented (we hope) The core is relatively clean and easy to understand Turing Complete – we’ll talk more about XQuery functions soon

XSL(T): The Bridge Back to HTML XSL (XML Stylesheet Language) is actually divided into two parts: XSL:FO: formatting for XML XSLT: a special transformation language We’ll leave XSL:FO for you to read off www.w3.org, if you’re interested XSLT is actually able to convert from XML  HTML, which is how many people do their formatting today Products like Apache Cocoon generally translate XML  HTML on the server side

A Different Style of Language XSLT is based on a series of templates that match different parts of an XML document There’s a policy for what rule or template is applied if more than one matches (it’s not what you’d think!) XSLT templates can invoke other templates XSLT templates can be nonterminating (beware!) XSLT templates are based on XPath “match”es, and we can also apply other templates (potentially to “select”ed XPaths) Within each template, we describe what should be output (Matches to text default to outputting it)

An XSLT Stylesheet <xsl:stylesheet version=“1.1”> <xsl:template match=“/dblp”> <html><head>This is DBLP</head> <body> <xsl:apply-templates /> </body> </html> </xsl:template> <xsl:template match=“inproceedings”> <h2><xsl:apply-templates select=“title” /></h2> <p><xsl:apply-templates select=“author”/></p> … </xsl:stylesheet>

Results of XSLT Stylesheet <dblp> <inproceedings> <title>Paper1</title> <author>Smith</author> </inproceedings> <author>Chakrabarti</author> <author>Gray</author> <title>Paper2</title> </dblp> <html><head>This Is DBLP</head> <body> <h2>Paper1</h2> <p>Smith</p> <h2>Paper2</h2> <p>Chakrabarti</p> <p>Gray</p> </body> </html>

What XSLT Can and Can’t Do XSLT is great at converting XML to other formats XML  diagrams in SVG; HTML; LaTeX … XSLT doesn’t do joins (well), it only works on one XML file at a time, and it’s limited in certain respects It’s not a query language, really … But it’s a very good formatting language Most web browsers (post Netscape 4.7x) support XSLT and XSL formatting objects But most real implementations use XSLT with something like Apache Cocoon You may want to use XSL/XSLT for your projects – see www.w3.org/TR/xslt for the spec

Querying XML We’ve seen three XML manipulation formalisms today: XPath: the basic language for “projecting and selecting” (evaluating path expressions and predicates) over XML XQuery: a statically typed, Turing-complete XML processing language XSLT: a template-based language for transforming XML documents Each is extremely useful for certain applications!

Views in SQL and XQuery A view is a named query We use the name of the view to invoke the query (treating it as if it were the relation it returns) SQL: CREATE VIEW V(A,B,C) AS SELECT A,B,C FROM R WHERE R.A = “123” XQuery: declare function V() as element(content)* { for $r in doc(“R”)/root/tree, $a in $r/a, $b in $r/b, $c in $r/c where $a = “123” return <content>{$a, $b, $c}</content> } Using the views: SELECT * FROM V, R WHERE V.B = 5 AND V.C = R.C for $v in V()/content, $r in doc(“r”)/root/tree where $v/b = $r/b return $v

What’s Useful about Views Providing security/access control We can assign users permissions on different views Can select or project so we only reveal what we want! Can be used as relations in other queries Allows the user to query things that make more sense Describe transformations from one schema (the base relations) to another (the output of the view) The basis of converting from XML to relations or vice versa This will be incredibly useful in data integration, discussed soon… Allow us to define recursive queries

Materialized vs. Virtual Views A virtual view is a named query that is actually re-computed every time – it is merged with the referencing query CREATE VIEW V(A,B,C) AS SELECT A,B,C FROM R WHERE R.A = “123” A materialized view is one that is computed once and its results are stored as a table Think of this as a cached answer These are incredibly useful! Techniques exist for using materialized views to answer other queries Materialized views are the basis of relating tables in different schemas SELECT * FROM V, R WHERE V.B = 5 AND V.C = R.C

Views Should Stay Fresh Views (sometimes called intensional relations) behave, from the perspective of a query language, exactly like base relations (extensional relations) But there’s an association that should be maintained: If tuples change in the base relation, they should change in the view (whether it’s materialized or not) If tuples change in the view, that should reflect in the base relation(s)

View Maintenance and the View Update Problem There exist algorithms to incrementally recompute a materialized view when the base relations change We can try to propagate view changes to the base relations However, there are lots of views that aren’t easily updatable: We can ensure views are updatable by enforcing certain constraints (e.g., no aggregation), but this limits the kinds of views we can have! R A B 1 2 S B C 2 4 3 R⋈S A B C 1 2 4 3 delete?

Next Time Can we have views in XML over tables in relations? … Or vice versa? What other things can we use views for