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Preface
ItisatritebuttrueObservation,thatExampleswork moreforciblyontheMindthanPrecepts.
—HenryFielding, JosephAndrews
Studentsinundergraduatescienceandengineeringprogramstypicallytake onesemesterofcomputerprogramming,oftenusingFortranorCor,more recently,JavaorC++.Althoughtheselanguagesareallusedtowritescientific software,inoneortwosemestersitisdifficultforstudentstodeveloptheskills neededtowriteusefulprograms.Studentswhogoontograduateschoolare frequentlyunpreparedtobeginwriting,orevenusing,scientificsoftware.
InteractiveDataLanguage(IDL)isahigh-levellanguagedesignedspecificallyforscientificprogramminganddataanalysis.Inadditiontoacomplete setofbasicprogrammingtools(numericaltypes,strings,arrays,structures, pointers,etc.),itincludesawiderangeofgraphicalfunctionsanddevice drivers.AmajoradvantageofIDLcomparedtotraditionalprogramming languagesisthatbeginnerscanbeginwritingprogramsandplottinggraphs afteronlyafewhoursofuse.Althoughnotcoveredinthisbook,IDLalso makesiteasytocreateprogramswithpoint-and-clickgraphicaluserinterfaces andtodevelopprogramsusinganobject-orientedstyle.IDLisavailableon MicrosoftWindowsandUnix-derivedoperatingsystems,includingpopular commercialversionsofUnix,Linux,andApple’sMacOSX.Withalittle planning,IDLprogramscanbemovedeasilybetweenplatforms.
Thisbookisintendedtobeusedinanintroductorycomputerprogrammingcourseforscienceandengineeringstudentsateithertheundergraduate orgraduatelevel.StudentscanlearnIDLquicklyenoughthatitcanbetaught aspartofatopicalcourse,eitherasaseparate“lab”sectionorasanintegral partofthecourse.Itdoesnotassumethatstudentshaveexperiencewith anotherprogramminglanguage,althoughoccasionalcomparisonsaremade withFortranorCtohelpstudentswhoarefamiliarwiththoselanguages adjusttoIDLsyntaxandprogrammingstyle.
Thegoalofthisbookistoteachbeginnersenoughaboutprogramming,and givethemenoughpracticalexperience,thattheycanwriteusefulprogramsfor
coursesintheirdisciplineorfortheirresearch.Thisbookintroducesstudents tothefollowingconcepts:
■ Variablesanddatastructures
– Variableassignmentandexpressionevaluation
– Whentouseintegersandfloating-pointnumbers
– Underflowandoverflow
– Round-offerror
– InfinitiesandNot-a-Numbers
– ArraysandIDLarraysyntax
– Datastructures
■ Inputandoutput
– Whenandhowtousetextfiles,binaryfiles,andscientificfileformats, suchasnetCDF
– Trade-offsamongspeed,portability,simplicity,andtransparency
■ Proceduresandfunctions
– Howproceduresandfunctionswork
– Positionalarguments
– Keywordarguments
■ Programmingstyle
– Writingreadableprograms
– Modularizingprograms
■ Graphics
– Makinggoodgraphs:linegraphs,contourgraphs,andmaps
– Generatingprintedoutput
■ Typicalapplications
– Basicstatisticsandpseudorandomnumbers
– Interpolation
– FastFouriertransforms
Youwillnoticethatthislistcontainssomerelativelyfundamentalconcepts, suchasintegerandfloating-pointarithmetic,andsomeverypracticaltopics, suchashowtoplotamaporprintagraph.Inkeepingwiththequotationatthe beginningofthispreface,theseconceptsaretaughtprimarilythroughexamples.Theexampleprogramsanddatasetsusedinthisbookareallavailable viatheWorldWideWeb(seeChapter3fordetails).