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Parsing: request for pointers
Hi everyone,
I would like to implement a parser for a mini-language and would appreciate some pointers. The type of text I would like to parse is an extension of: http://www.websequencediagrams.com/examples.html For those that don't want to go to the link, consider the following, *very* simplified, example: ======= programmer Guido programmer "Fredrik Lundh" as effbot programmer "Alex Martelli" as martellibot programmer "Tim Peters" as timbot note left of effbot: cutting sense of humor note over martellibot: Offers detailed note, explaining a problem, accompanied by culinary diversion to the delight of the reader note over timbot: programmer "clever" as fox timbot -> Guido: I give you doctest Guido --> timbot: Have you checked my time machine? ======= From this, I would like to be able to extract ("programmer", "Guido") ("programmer as", "Fredrik Lundh", "effbot") .... ("note left of", "effbot", "cutting sense of humor") ("note over", "martellibot", "Offers...") ("note over", "timbot", 'programmer "clever" as fox') Some observations: 1. I want to use indentation to identify blocks. (the site I referred to uses "end note" which I don't want) 2. "keywords" (such as "programmer", "note over") can appear in text, and should not then be misidentified 3. I was thinking of using http://effbot.org/zone/simple-top-down-parsing.htm as a guide; however, it is not clear to me how it could be adapted to handle observations 1 and 2. (If it "easily" could, just a few pointers would be enough, and I'll start from there...) 4. I want to do this only using modules in the standard Python library, as I want to use this to learn about the basics of parsing. So, please don't *simply* suggest to use a third-party module, such as [1] plex, [2] yapps, [3] pyparsing The learning journey is more important for me than just having a canned solution to my (current) parsing problem. Cheers, André [1] http://www.cosc.canterbury.ac.nz/gre...g/python/Plex/ [2] http://theory.stanford.edu/~amitp/yapps/ [3] http://pyparsing.wikispaces.com/ |
Re: Parsing: request for pointers
On Tue, 11 Nov 2008 11:59:50 -0800, André wrote:
> 4. I want to do this only using modules in the standard Python > library, as I want to use this to learn about the basics of parsing. > So, please don't *simply* suggest to use a third-party module, such > as > [1] plex, [2] yapps, [3] pyparsing > The learning journey is more important for me than just having a > canned solution to my (current) parsing problem. Believe me, there is no canned solution to your current parsing problem. Once you have a parser engine (e.g. pyparsing) you still have to build a parser, and that's not necessarily trivial. Other than that, try this: http://docs.python.org/library/shlex.html -- Steven |
Re: Parsing: request for pointers
On Nov 11, 1:59*pm, André <andre.robe...@gmail.com> wrote:
> Hi everyone, > > I would like to implement a parser for a mini-language > and would appreciate some pointers. *The type of > text I would like to parse is an extension of: > > http://www.websequencediagrams.com/examples.html > > For those that don't want to go to the link, consider > the following, *very* simplified, example: > ======= > > programmer Guido > programmer "Fredrik Lundh" as effbot > programmer "Alex Martelli" as martellibot > programmer "Tim Peters" as timbot > note left of effbot: cutting sense of humor > note over martellibot: > * * Offers detailed note, explaining a problem, > * * accompanied by culinary diversion > * * to the delight of the reader > note over timbot: programmer "clever" as fox > timbot -> Guido: I give you doctest > Guido --> timbot: Have you checked my time machine? > > ======= > From this, I would like to be able to extract > ("programmer", "Guido") > ("programmer as", "Fredrik Lundh", "effbot") > ... > ("note left of", "effbot", "cutting sense of humor") > ("note over", "martellibot", "Offers...") > ("note over", "timbot", 'programmer "clever" as fox') > Even if you choose not to use pyparsing, a pyparsing example might give you some insights into your problem. See how the grammar is built up from separate pieces. Parse actions in pyparsing implement callbacks to do parse-time conversion - in this case, the multiline note body is converted from the parsed list of separate strings into a single newline-separated string. Here is the pyparsing example: from pyparsing import Suppress, Combine, LineEnd, Word, alphas, alphanums,\ quotedString, Keyword, Optional, oneOf, restOfLine, indentedBlock, \ removeQuotes,empty,OneOrMore,Group # used to manage indentation levels when parsing indented blocks indentstack = [1] # define some basic punctuation and terminal words COLON = Suppress(":") ARROW = Combine(Word('-')+'>') NL = LineEnd().suppress() ident = Word(alphas,alphanums+"-_") quotedString.setParseAction(removeQuotes) # programmer definition progDefn = Keyword("programmer") + Optional(quotedString("alias") + \ Optional("as")) + ident("name") # new pyparsing idiom - embed simple asserts to verify bits of the # overall grammar in isolation assert "programmer Guido" == progDefn assert 'programmer "Tim Peters" as timbot' == progDefn # note specification - only complicated part is the indented block # form of the note we use a pyparsing parse action to convert the # nested token lists into a multiline string OF = Optional("of") notelocn = oneOf("over under") | "left" + OF | "right" + OF notetext = restOfLine.setName("notetext") noteblock = indentedBlock(notetext, indentstack).setName("noteblock") noteblock.setParseAction(lambda t:'\n'.join(tt[0] for tt in t[0])) note = Keyword("note") + notelocn("location") + ident("subject") + COLON + \ (~NL + empty + notetext("note") | noteblock("note") ) assert 'note over timbot: programmer "clever" as fox ' == note # message definition msg = ident("from") + ARROW + ident("to") + COLON + empty + notetext ("note") assert 'Guido --> timbot: Have you checked my time machine?' == msg # a seqstatement is one of these 3 types of statements seqStatement = progDefn | note | msg # parse the sample text parsedStatements = OneOrMore(Group(seqStatement)).parseString(seqtext ) # print out token/field dumps for each statement for s in parsedStatements: print s.dump() Prints: ['programmer', 'Guido'] - name: Guido ['programmer', 'Fredrik Lundh', 'as', 'effbot'] - alias: Fredrik Lundh - name: effbot ['programmer', 'Alex Martelli', 'as', 'martellibot'] - alias: Alex Martelli - name: martellibot ['programmer', 'Tim Peters', 'as', 'timbot'] - alias: Tim Peters - name: timbot ['note', 'left', 'of', 'effbot', 'cutting sense of humor '] - location: left - note: cutting sense of humor - subject: effbot ['note', 'over', 'martellibot', 'Offers ...'] - location: over - note: Offers detailed note, explaining a problem, accompanied by culinary diversion to the delight of the reader - subject: martellibot ['note', 'over', 'timbot', 'programmer "clever" as fox '] - location: over - note: programmer "clever" as fox - subject: timbot ['timbot', '->', 'Guido', 'I give you doctest '] - from: timbot - note: I give you doctest - to: Guido ['Guido', '-->', 'timbot', 'Have you checked my time machine?'] - from: Guido - note: Have you checked my time machine? - to: timbot Best of luck in your project, -- Paul |
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