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xproc.xq
Jim Fuller, MarkLogic 2013
Architecture of an xproc processor
http://exslt.org
http://www.xmlprague.cz
http://jim.fuller.name
@xquery
@perl6
Perlmonks
Pilgrim
XSLT UK 2001
Senior engineer
Overview
• Why XProc?
• xproc.xq project
• xproc.xq Architecture
• Points of Interests
• Summary
XProc Overview
Xproc Goals
• The language must be expressed as declarative XML and be rich enough to
address practical interoperability concerns but also beconcise
• The language must allow the inputs, outputs, and other parameters of a
components to be specified with information passed between steps using
XML
• The language must define the basic minimal set of processing options and
associated error reporting options required to achieve interoperability.
• Given a set of components and a set of documents, the language must allow
the order of processing to be specified.
• Agnostic in terms of parallel, serial or streaming processing
• The model should be extensible enough so that applications can define new
processes and make them a component in a pipeline.
• The model could allow iteration and conditional processing which also allow
selection of different components as a function of run-time evaluation.
Make xml pipelines
Xproc Refresher
<p:pipeline version=“1.0” name="main">
<p:count/>
</p:pipeline>
(<root/>,<root/>,<test/>)
<c:result>3</c:result>
Show simple xproc
That’s not quite the whole story …
<p:declare-step version='1.0’ name="main">
<p:input port="source"/>
<p:output port="result”/>
<p:count name=”step1”/>
</p:declare-step>
Really, not at all…
<p:declare-step name="main"
xmlns:p="http://www.w3.org/ns/xproc" version="1.0">
<p:input port="source"/>
<p:output port="result">
<p:pipe step="step1" port="result"/>
</p:output>
<p:count name="step1">
<p:input port="source">
<p:pipe step="main" port="source"/>
</p:input>
</p:count>
</p:declare-step>
Why Xproc ?
• ‘pipes’ are a natural idiom for xml processing
• Flow based versus FSM (draw diagram)
• State is the enemy of dynamic computation
• Complex workflow still possible but YAGNI
• Main control loop
Current news
• http://mesonet.info/
• http://code.google.com/p/daisy-
pipeline/wiki/XProcOverview-
• http://balisage.net/Proceedings/vol8/html/
Williams01/BalisageVol8-Williams01.html
• https://github.com/gimsieke/epubcheck-
xproc
• https://github.com/josteinaj/xprocspec
Current news
W3C XML Processing WG working on Xproc vnext
1. Improve ease of use (syntactic improvements)
2. Increase the scope for working with non XML
content
3. Address known shortcomings in the language
4. Improve relationship with streaming and parallel
processing
Fix params, non xml doc processing, drop
Xpath 1.0, let options+variables contain
fragments, allow AVT
xproc.xq
xproc.xq Project
• Xproc processor built with Xquery 3.0 on MarkLogic
• Github Project - https://github.com/xquery/xproc.xq
• Build/test system
– xray
– run w3c unit test suite
• dist layout
– compact
– extensible
• Xquery entry points
– flags
Architecture
• Parse: consume and parse Xproc pipeline
• Dynamic evaluation: runtime engine
• Serializer: output results
Parsing
Decorated pipeline
demo
Static analysis - unordered
<p:declare-step version='1.0' name="main">
<p:input port="source"/>
<p:output port="result">
<p:pipe step="i1" port="result"/>
</p:output>
<p:identity>
<p:input port="source">
<p:pipe step="main" port="source"/>
</p:input>
</p:identity>
<p:identity name="i3"/>
<p:identity name="i1">
<p:input port="source">
<p:pipe step="i3" port="result"/>
</p:input>
</p:identity>
</p:declare-step>
Static analysis - ordered
<p:declare-step version='1.0' name="main">
<p:input port="source"/>
<p:output port="result">
<p:pipe step="i1" port="result"/>
</p:output>
<p:identity>
<p:input port="source">
<p:pipe step="main" port="source"/>
</p:input>
</p:identity>
<p:identity name="i3"/>
<p:identity name="i1">
<p:input port="source">
<p:pipe step="i3" port="result"/>
</p:input>
</p:identity>
</p:declare-step>
Runtime
Runtime
TIMECHECK
Pipeline decomposition
Pipeline decomposition
Pipeline decomposition
Serializer
File Layout
XRAY testing
points of interest
Xquery 3.0 to the rescue
• Using a Reducer, such as left-fold(), in combination with
dynamic function calls underpin the heart of xproc.xq
dynamic evaluation engine.
• XQuery 3.0 annotations feature is employed to identify in
the codebase step functions, making it straightforward to
author new steps in pure XQuery.
• The choice of the 'flow' work flow model is a perfect match
for a functional programming language which has functions
as first class citizens. All step inputs and outputs are written
once and never mutated thereafter. Changing state 'in-
place' is destructive and can represent a loss of fidelity.
Steps with XSLT
• ‘XSLT's polymorphism and dynamic dispatch
makes static analysis difficult.’ – Mkay 2009
• Spent many years pipelining XSLT
• XProc dependency on XSLT match patterns
combined with the fact that many of the steps
lent themselves to implementation using XSLT
v2.0,
BYOSR
demo
morefun with a fold engine
• Graph out steps
• Journaling/Logging … etc (inject in ML
properties)
• Architectural side effects = powerful
runtime idiom
Extensibility and reuse
• Create new step libs at xproc level
• Easily create custom xproc libs from
xquery
• Use steps in your own xquery programs as
functions
Create new extension step
1. Add src/steps/ext.xqy
2. Add src/extensions/pipeline-extensions.xml
Invoke xproc step in XQuery
xquery version "3.0";
import module namespace std = "http://xproc.net/xproc/std" at
"/xquery/steps/std.xqy";
declare namespace p="http://www.w3.org/ns/xproc";
declare namespace xproc = "http://xproc.net/xproc";
std:count( (<test><a>test</a></test>, <test/>),
(),
<xproc:options>
<p:with-option name="limit" select="1000"/>
</xproc:options>,
())
summary
Review
• XProc has many favorable characteristics
• XProc getting better
• xproc.xq will get better
The Future
• Support other xquery engines (Saxon …)
• Deeper integration, better compliance
• Analyze performance in database
• CXAN integration
References
[apache-lic-v2] [Apache v2 License] Apache v2.0 License - http://www.apache.org/licenses/LICENSE-2.0.html
[xml-calabash] [XML Calabash] Norm Walsh's XProc processor XML Calabash - http://xmlcalabash.com/
[EXIST] eXist XML Database - http://exist.sourceforge.net
[fsm] [Finite State Machine] Finite State Machine (FSM) entry at wikipedia - https://en.wikipedia.org/wiki/Finite- state_machine
[saxon] [SAXON] Michael Kay's XSLT & XQUERY Processor - http://www.saxonica.com [transform-xq] [transform.xq] John Snelson's transform.xq -
https://github.com/jpcs/transform.xq [MarkLogic] MarkLogic - http://www.marklogic.com
[kay2010] [Kay2010] Kay, Michael. “A Streaming XSLT Processor.” Presented at Balisage: The Markup Conference 2010, Montréal, Canada, August 3 - 6, 2010. In
Proceedings of Balisage: The Markup Conference 2010. Balisage Series on Markup Technologies, vol. 5 (2010). doi:10.4242/BalisageVol5.Kay01. -
http://www.balisage.net/Proceedings/vol5/html/Kay01/ BalisageVol5-Kay01.html
[xmlprocwg] [XMLPROCWG] XML Processing Working Group - http://www.w3.org/XML/Processing/
[xml-catalog] [XML-CATALOG] XML catalog - http://en.wikipedia.org/wiki/XML_Catalog
[xproc-spec] [XProc] XProc: An XML Pipeline LanguageW3C Recommendation 11 May 2010 - http:// www.w3.org/TR/xproc
[xproc-use-case-note] [XProc Requirements] XProc XML Processing Model Requirements W3C Working Group Note 05 April 2004 - http://www.w3.org/TR/2004/NOTE-
proc-model-req-20040405/
29xproc.xq - Architecture of an XProc processor
[xproc-member-submission-xpl] [XPL] XML Pipeline Language (XPL) Version 1.0 (Draft) W3C Member Submission 11 April 2005 - http://www.w3.org/Submission/xpl/
[xproc-use-cases] [XProc Use Cases] XProc Use Cases - http://www.w3.org/TR/xproc-requirements/
[xprov-vnext-requirements] [XProc vnext] XProc vnext language requirements - http://www.w3.org/XML/XProc/ docs/langreq-v2.html
[known-impl] [XProc Implementations] Known Implementations - http://xproc.org/implementations/
[XPROC-PARALLELISM] [XPROC- PARALLELISM] XProc specification H. Sequential Steps, parallelism, and side-effects - http://www.w3.org/TR/xproc/#parallelism
[XPROC-TEST-SUITE] [XPROC-TEST-SUITE] XProc Test Suite - http://tests.xproc.org/
[xray] [XRAY] - Rob Whitby's XRay - https://github.com/robwhitby/xray
[xproc-system-properties] [XPROC-SYSTEM-PROPERTIES] XProc system properties - http://www.w3.org/TR/ xproc/#f.system-property
[xslt-2] [XSLT 2.0] XSL Transformations (XSLT) Version 2.0. Michael Kay, editor. W3C Recommendation. 23 January 2007. - http://www.w3.org/TR/xslt20/
[xproc.xq] [xproc.xq project] xproc.xq github - https://github.com/xquery/xproc.xq
[zergaoui2009] [Zergaoui2009] Mohamed Zergaoui. Memory management in streaming: Buffering, lookahead, or none. Which to choose? Int Symp on Processing XML
Efficiently. 10 Aug 2009, Montreal, Canada. Balisage Series on Markup Technologies, vol. 4 (2009). doi: 10.4242/BalisageVol4.Zergaoui02. - http://
www.balisage.net/Proceedings/vol4/html/Zergaoui02/BalisageVol4-Zergaoui02.html

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Architecture of an XProc processor

  • 1. xproc.xq Jim Fuller, MarkLogic 2013 Architecture of an xproc processor
  • 3. Overview • Why XProc? • xproc.xq project • xproc.xq Architecture • Points of Interests • Summary
  • 5. Xproc Goals • The language must be expressed as declarative XML and be rich enough to address practical interoperability concerns but also beconcise • The language must allow the inputs, outputs, and other parameters of a components to be specified with information passed between steps using XML • The language must define the basic minimal set of processing options and associated error reporting options required to achieve interoperability. • Given a set of components and a set of documents, the language must allow the order of processing to be specified. • Agnostic in terms of parallel, serial or streaming processing • The model should be extensible enough so that applications can define new processes and make them a component in a pipeline. • The model could allow iteration and conditional processing which also allow selection of different components as a function of run-time evaluation. Make xml pipelines
  • 6. Xproc Refresher <p:pipeline version=“1.0” name="main"> <p:count/> </p:pipeline> (<root/>,<root/>,<test/>) <c:result>3</c:result>
  • 8. That’s not quite the whole story … <p:declare-step version='1.0’ name="main"> <p:input port="source"/> <p:output port="result”/> <p:count name=”step1”/> </p:declare-step>
  • 9. Really, not at all… <p:declare-step name="main" xmlns:p="http://www.w3.org/ns/xproc" version="1.0"> <p:input port="source"/> <p:output port="result"> <p:pipe step="step1" port="result"/> </p:output> <p:count name="step1"> <p:input port="source"> <p:pipe step="main" port="source"/> </p:input> </p:count> </p:declare-step>
  • 10. Why Xproc ? • ‘pipes’ are a natural idiom for xml processing • Flow based versus FSM (draw diagram) • State is the enemy of dynamic computation • Complex workflow still possible but YAGNI • Main control loop
  • 11. Current news • http://mesonet.info/ • http://code.google.com/p/daisy- pipeline/wiki/XProcOverview- • http://balisage.net/Proceedings/vol8/html/ Williams01/BalisageVol8-Williams01.html • https://github.com/gimsieke/epubcheck- xproc • https://github.com/josteinaj/xprocspec
  • 12. Current news W3C XML Processing WG working on Xproc vnext 1. Improve ease of use (syntactic improvements) 2. Increase the scope for working with non XML content 3. Address known shortcomings in the language 4. Improve relationship with streaming and parallel processing Fix params, non xml doc processing, drop Xpath 1.0, let options+variables contain fragments, allow AVT
  • 14. xproc.xq Project • Xproc processor built with Xquery 3.0 on MarkLogic • Github Project - https://github.com/xquery/xproc.xq • Build/test system – xray – run w3c unit test suite • dist layout – compact – extensible • Xquery entry points – flags
  • 15. Architecture • Parse: consume and parse Xproc pipeline • Dynamic evaluation: runtime engine • Serializer: output results
  • 18. Static analysis - unordered <p:declare-step version='1.0' name="main"> <p:input port="source"/> <p:output port="result"> <p:pipe step="i1" port="result"/> </p:output> <p:identity> <p:input port="source"> <p:pipe step="main" port="source"/> </p:input> </p:identity> <p:identity name="i3"/> <p:identity name="i1"> <p:input port="source"> <p:pipe step="i3" port="result"/> </p:input> </p:identity> </p:declare-step>
  • 19. Static analysis - ordered <p:declare-step version='1.0' name="main"> <p:input port="source"/> <p:output port="result"> <p:pipe step="i1" port="result"/> </p:output> <p:identity> <p:input port="source"> <p:pipe step="main" port="source"/> </p:input> </p:identity> <p:identity name="i3"/> <p:identity name="i1"> <p:input port="source"> <p:pipe step="i3" port="result"/> </p:input> </p:identity> </p:declare-step>
  • 30. Xquery 3.0 to the rescue • Using a Reducer, such as left-fold(), in combination with dynamic function calls underpin the heart of xproc.xq dynamic evaluation engine. • XQuery 3.0 annotations feature is employed to identify in the codebase step functions, making it straightforward to author new steps in pure XQuery. • The choice of the 'flow' work flow model is a perfect match for a functional programming language which has functions as first class citizens. All step inputs and outputs are written once and never mutated thereafter. Changing state 'in- place' is destructive and can represent a loss of fidelity.
  • 31. Steps with XSLT • ‘XSLT's polymorphism and dynamic dispatch makes static analysis difficult.’ – Mkay 2009 • Spent many years pipelining XSLT • XProc dependency on XSLT match patterns combined with the fact that many of the steps lent themselves to implementation using XSLT v2.0,
  • 33. morefun with a fold engine • Graph out steps • Journaling/Logging … etc (inject in ML properties) • Architectural side effects = powerful runtime idiom
  • 34. Extensibility and reuse • Create new step libs at xproc level • Easily create custom xproc libs from xquery • Use steps in your own xquery programs as functions
  • 35. Create new extension step 1. Add src/steps/ext.xqy 2. Add src/extensions/pipeline-extensions.xml
  • 36. Invoke xproc step in XQuery xquery version "3.0"; import module namespace std = "http://xproc.net/xproc/std" at "/xquery/steps/std.xqy"; declare namespace p="http://www.w3.org/ns/xproc"; declare namespace xproc = "http://xproc.net/xproc"; std:count( (<test><a>test</a></test>, <test/>), (), <xproc:options> <p:with-option name="limit" select="1000"/> </xproc:options>, ())
  • 38. Review • XProc has many favorable characteristics • XProc getting better • xproc.xq will get better
  • 39. The Future • Support other xquery engines (Saxon …) • Deeper integration, better compliance • Analyze performance in database • CXAN integration
  • 40. References [apache-lic-v2] [Apache v2 License] Apache v2.0 License - http://www.apache.org/licenses/LICENSE-2.0.html [xml-calabash] [XML Calabash] Norm Walsh's XProc processor XML Calabash - http://xmlcalabash.com/ [EXIST] eXist XML Database - http://exist.sourceforge.net [fsm] [Finite State Machine] Finite State Machine (FSM) entry at wikipedia - https://en.wikipedia.org/wiki/Finite- state_machine [saxon] [SAXON] Michael Kay's XSLT & XQUERY Processor - http://www.saxonica.com [transform-xq] [transform.xq] John Snelson's transform.xq - https://github.com/jpcs/transform.xq [MarkLogic] MarkLogic - http://www.marklogic.com [kay2010] [Kay2010] Kay, Michael. “A Streaming XSLT Processor.” Presented at Balisage: The Markup Conference 2010, Montréal, Canada, August 3 - 6, 2010. In Proceedings of Balisage: The Markup Conference 2010. Balisage Series on Markup Technologies, vol. 5 (2010). doi:10.4242/BalisageVol5.Kay01. - http://www.balisage.net/Proceedings/vol5/html/Kay01/ BalisageVol5-Kay01.html [xmlprocwg] [XMLPROCWG] XML Processing Working Group - http://www.w3.org/XML/Processing/ [xml-catalog] [XML-CATALOG] XML catalog - http://en.wikipedia.org/wiki/XML_Catalog [xproc-spec] [XProc] XProc: An XML Pipeline LanguageW3C Recommendation 11 May 2010 - http:// www.w3.org/TR/xproc [xproc-use-case-note] [XProc Requirements] XProc XML Processing Model Requirements W3C Working Group Note 05 April 2004 - http://www.w3.org/TR/2004/NOTE- proc-model-req-20040405/ 29xproc.xq - Architecture of an XProc processor [xproc-member-submission-xpl] [XPL] XML Pipeline Language (XPL) Version 1.0 (Draft) W3C Member Submission 11 April 2005 - http://www.w3.org/Submission/xpl/ [xproc-use-cases] [XProc Use Cases] XProc Use Cases - http://www.w3.org/TR/xproc-requirements/ [xprov-vnext-requirements] [XProc vnext] XProc vnext language requirements - http://www.w3.org/XML/XProc/ docs/langreq-v2.html [known-impl] [XProc Implementations] Known Implementations - http://xproc.org/implementations/ [XPROC-PARALLELISM] [XPROC- PARALLELISM] XProc specification H. Sequential Steps, parallelism, and side-effects - http://www.w3.org/TR/xproc/#parallelism [XPROC-TEST-SUITE] [XPROC-TEST-SUITE] XProc Test Suite - http://tests.xproc.org/ [xray] [XRAY] - Rob Whitby's XRay - https://github.com/robwhitby/xray [xproc-system-properties] [XPROC-SYSTEM-PROPERTIES] XProc system properties - http://www.w3.org/TR/ xproc/#f.system-property [xslt-2] [XSLT 2.0] XSL Transformations (XSLT) Version 2.0. Michael Kay, editor. W3C Recommendation. 23 January 2007. - http://www.w3.org/TR/xslt20/ [xproc.xq] [xproc.xq project] xproc.xq github - https://github.com/xquery/xproc.xq [zergaoui2009] [Zergaoui2009] Mohamed Zergaoui. Memory management in streaming: Buffering, lookahead, or none. Which to choose? Int Symp on Processing XML Efficiently. 10 Aug 2009, Montreal, Canada. Balisage Series on Markup Technologies, vol. 4 (2009). doi: 10.4242/BalisageVol4.Zergaoui02. - http:// www.balisage.net/Proceedings/vol4/html/Zergaoui02/BalisageVol4-Zergaoui02.html

Editor's Notes

  1. static analysis- consume and parse the XProc pipeline, generating a runnable representation of said pipelinedynamic evaluation- engine that dynamically evaluates the runnable pipeline representation serialization- output interim results for further processing or final results
  2. Michael Kay noted in a paper ‘you push, ill pull’ that XSLT polymorphism and dynamic dispatch make analysis difficult
  3. Bring your own steprunner
  4. In a lot of data systems normalisation happens on data entry, Map reduce algorithm defers this cost at mapping time …