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| <html xmlns:v="urn:schemas-microsoft-com:vml"
| | mdRightFielder.cfg: Case Studies |
| xmlns:o="urn:schemas-microsoft-com:office:office"
| | The mdRightFielder.cfg file is a plain text file that users can use to tailor Right Fielder Object’s behavior to meet their specific needs. Generally, this is used when a user has input data with a specific quirk or characteristic that Right Fielder on its own can’t handle properly. |
| xmlns:w="urn:schemas-microsoft-com:office:word"
| | This file is used to override the default entries from the stock mdRightFielder lookup tables contained in the mdRightFielder.dat data file. By default, both mdRightFielder.dat and mdRightFielder.cfg are installed in… |
| xmlns:m="http://schemas.microsoft.com/office/2004/12/omml"
| | C:\Program Files\Melissa DATA\DQT\Data or the respective Melissa Data data directory in UNIX type OS installations. |
| xmlns="http://www.w3.org/TR/REC-html40">
| | For complete instructions of available tables and types which can be overridden, as well as syntax and examples, open the mdRightFielder.cfg in a text editor and follow the instructions. |
| | | There are 3 types of modifications that can be made in mdRightFielder.cfg: |
| <head>
| | • Lookup Table– The addition or removal of words (and phrases) to the Object’s dictionaries. This essentially expands (or limits) Right Fielder’s vocabulary. |
| <meta http-equiv=Content-Type content="text/html; charset=windows-1252">
| | • Regular Expression– The addition of regular expressions that are used to recognize specific character patterns (for example, phone numbers, e-mails, etc). |
| <meta name=ProgId content=Word.Document>
| | • Pattern Table – The addition or removal of patterns of words and phrases. Words and phrases are first identified via Lookup Tables and assigned tokens (specified in the Lookup Table itself). Sequences of tokens (patterns) are matched to entries in this table and transformed into output data. |
| <meta name=Generator content="Microsoft Word 12">
| |
| <meta name=Originator content="Microsoft Word 12">
| |
| <link rel=File-List
| |
| href="mdRightFielder.cfg%20Case%20Studies_files/filelist.xml">
| |
| <!--[if gte mso 9]><xml>
| |
| <o:DocumentProperties>
| |
| <o:Author>Marc Bernier</o:Author>
| |
| <o:LastAuthor>Tim</o:LastAuthor>
| |
| <o:Revision>2</o:Revision>
| |
| <o:TotalTime>405</o:TotalTime>
| |
| <o:Created>2014-02-24T18:01:00Z</o:Created>
| |
| <o:LastSaved>2014-02-24T18:01:00Z</o:LastSaved>
| |
| <o:Pages>5</o:Pages>
| |
| <o:Words>1569</o:Words>
| |
| <o:Characters>8948</o:Characters>
| |
| <o:Company>Microsoft</o:Company>
| |
| <o:Lines>74</o:Lines>
| |
| <o:Paragraphs>20</o:Paragraphs>
| |
| <o:CharactersWithSpaces>10497</o:CharactersWithSpaces>
| |
| <o:Version>12.00</o:Version>
| |
| </o:DocumentProperties>
| |
| </xml><![endif]-->
| |
| <link rel=themeData
| |
| href="mdRightFielder.cfg%20Case%20Studies_files/themedata.thmx">
| |
| <link rel=colorSchemeMapping
| |
| href="mdRightFielder.cfg%20Case%20Studies_files/colorschememapping.xml">
| |
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| <w:Compatibility>
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| <w:BreakWrappedTables/>
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| <w:SnapToGridInCell/>
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| <w:WrapTextWithPunct/>
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| <w:SplitPgBreakAndParaMark/>
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| <w:DontBreakConstrainedForcedTables/>
| |
| <w:DontVertAlignInTxbx/>
| |
| <w:Word11KerningPairs/>
| |
| <w:CachedColBalance/>
| |
| </w:Compatibility>
| |
| <m:mathPr>
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| <m:mathFont m:val="Cambria Math"/>
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| <m:brkBin m:val="before"/>
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| <m:wrapIndent m:val="1440"/>
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| <m:intLim m:val="subSup"/>
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| | |
| <body lang=EN-US link=blue vlink=purple style='tab-interval:.5in'>
| |
| | |
| <div class=WordSection1>
| |
| | |
| <p class=MsoNormal align=center style='text-align:center'><b style='mso-bidi-font-weight:
| |
| normal'>mdRightFielder.cfg: Case Studies<o:p></o:p></b></p>
| |
| | |
| <p class=MsoNormal>The mdRightFielder.cfg file is a plain text file that users
| |
| can use to tailor Right Fielder Object’s behavior to meet their specific needs. | |
| Generally, this is used when a user has input data with a specific quirk or characteristic | |
| that Right Fielder on its own can’t handle properly.</p> | |
| | |
| <p class=MsoNormal>This file is used to override the<span
| |
| style='mso-spacerun:yes'> </span>default entries from the stock mdRightFielder
| |
| lookup tables contained in the mdRightFielder.dat data file.<span | |
| style='mso-spacerun:yes'> </span>By default, both mdRightFielder.dat and mdRightFielder.cfg
| |
| are installed in…</p> | |
| | |
| <p class=MsoNormal>C:\Program Files\Melissa DATA\DQT\Data or the respective
| |
| Melissa Data data directory in UNIX type OS installations. </p> | |
| | |
| <p class=MsoNormal>For complete instructions of available tables and types
| |
| which can be overridden, as well as syntax and examples, open the | |
| mdRightFielder.cfg in a text editor and follow the instructions.</p> | |
| | |
| <p class=MsoNormal>There are 3 types of modifications that can be made in
| |
| mdRightFielder.cfg:</p> | |
| | |
| <p class=MsoListParagraphCxSpFirst style='text-indent:-.25in;mso-list:l1 level1 lfo1'><![if !supportLists]><span
| |
| style='font-family:Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:
| |
| Symbol'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'>
| |
| </span></span></span><![endif]>Lookup Table– The addition or removal of words
| |
| (and phrases) to the Object’s dictionaries. This essentially expands (or | |
| limits) Right Fielder’s vocabulary.</p> | |
| | |
| <p class=MsoListParagraphCxSpMiddle style='text-indent:-.25in;mso-list:l1 level1 lfo1'><![if !supportLists]><span
| |
| style='font-family:Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:
| |
| Symbol'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'>
| |
| </span></span></span><![endif]>Regular Expression– The addition of regular
| |
| expressions that are used to recognize specific character patterns (for | |
| example, phone numbers, e-mails, etc).</p> | |
| | |
| <p class=MsoListParagraphCxSpLast style='text-indent:-.25in;mso-list:l1 level1 lfo1'><![if !supportLists]><span
| |
| style='font-family:Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:
| |
| Symbol'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'>
| |
| </span></span></span><![endif]>Pattern Table – The addition or removal of patterns
| |
| of words and phrases. Words and phrases are first identified via Lookup Tables | |
| and assigned tokens (specified in the Lookup Table itself). Sequences of tokens | |
| (patterns) are matched to entries in this table and transformed into output | |
| data.</p>
| |
| | |
| <p class=MsoNormal><b style='mso-bidi-font-weight:normal'><span
| |
| style='font-size:14.0pt;line-height:115%'>Case Study 1: Lookup Tables<o:p></o:p></span></b></p>
| |
| | |
| <p class=MsoNormal>There are three lookup tables in Right Fielder Object:<span
| |
| style='mso-spacerun:yes'> </span></p>
| |
| | |
| <p class=MsoListParagraphCxSpFirst style='text-indent:-.25in;mso-list:l0 level1 lfo2'><![if !supportLists]><span
| |
| style='font-family:Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:
| |
| Symbol'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'>
| |
| </span></span></span><![endif]>LeftToken – used to recognize words and phrases
| |
| that usually appear at the start of data (name, company, titles)</p>
| |
| | |
| <p class=MsoListParagraphCxSpMiddle style='text-indent:-.25in;mso-list:l0 level1 lfo2'><![if !supportLists]><span
| |
| style='font-family:Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:
| |
| Symbol'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'>
| |
| </span></span></span><![endif]>MiddleToken – used to recognize words and
| |
| phrases that usually appear at the middle of the data (addresses, apartments,
| |
| PO Boxes, etc)</p>
| |
| | |
| <p class=MsoListParagraphCxSpLast style='text-indent:-.25in;mso-list:l0 level1 lfo2'><![if !supportLists]><span
| |
| style='font-family:Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:
| |
| Symbol'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'>
| |
| </span></span></span><![endif]>RightToken – used to recognize words and phrases
| |
| that usually appear at the end<span style='mso-spacerun:yes'> </span>of data
| |
| (city, state, country)</p>
| |
| | |
| <p class=MsoNormal>Say, for example, you are processing a list of car
| |
| dealerships and the company recognition isn’t working as well as you would
| |
| like. In evaluating the results, it appears that if Right Fielder knew a bit
| |
| more about car manufacturers, processing might be a lot more accurate. In this
| |
| case, you would modify the LeftToken table in this way:</p>
| |
| | |
| <p class=MsoNoSpacing><b style='mso-bidi-font-weight:normal'><span
| |
| style='font-size:12.0pt;font-family:"Courier New"'>[LeftToken]<o:p></o:p></span></b></p>
| |
| | |
| <p class=MsoNoSpacing><b style='mso-bidi-font-weight:normal'><span
| |
| style='font-size:12.0pt;font-family:"Courier New"'>FORD,C<o:p></o:p></span></b></p>
| |
| | |
| <p class=MsoNoSpacing><b style='mso-bidi-font-weight:normal'><span
| |
| style='font-size:12.0pt;font-family:"Courier New"'>TOYOTA,C<o:p></o:p></span></b></p>
| |
| | |
| <p class=MsoNoSpacing><b style='mso-bidi-font-weight:normal'><span
| |
| style='font-size:12.0pt;font-family:"Courier New"'>CHEVY,C<o:p></o:p></span></b></p>
| |
| | |
| <p class=MsoNoSpacing><b style='mso-bidi-font-weight:normal'><span
| |
| style='font-size:12.0pt;font-family:"Courier New"'>NISSAN,C<o:p></o:p></span></b></p>
| |
| | |
| <p class=MsoNoSpacing><b style='mso-bidi-font-weight:normal'><span
| |
| style='font-size:12.0pt;font-family:"Courier New"'>KIA,C<o:p></o:p></span></b></p>
| |
| | |
| <p class=MsoNoSpacing><b style='mso-bidi-font-weight:normal'><span
| |
| style='font-size:12.0pt;font-family:"Courier New"'>HONDA,C<o:p></o:p></span></b></p>
| |
| | |
| <p class=MsoNoSpacing><b style='mso-bidi-font-weight:normal'><span
| |
| style='font-size:12.0pt;font-family:"Courier New"'>LINCOLN,C<o:p></o:p></span></b></p>
| |
| | |
| <p class=MsoNoSpacing><b style='mso-bidi-font-weight:normal'><span
| |
| style='font-size:12.0pt;font-family:"Courier New"'>ALFA ROMEO,C<o:p></o:p></span></b></p>
| |
| | |
| <p class=MsoNoSpacing><b style='mso-bidi-font-weight:normal'><span
| |
| style='font-size:12.0pt;font-family:"Courier New"'>MOTORS,C<o:p></o:p></span></b></p>
| |
| | |
| <p class=MsoNoSpacing><o:p> </o:p></p>
| |
| | |
| <p class=MsoNormal>Note that it is not necessary for the entries to be sorted.
| |
| Also, these entries will override any existing dictionary entries (for example,
| |
| ‘LINCOLN’ is by default a First Name indicator). The second field, containing
| |
| the ‘C’ indicates what kind of word is being described (it’s ‘token’). Only one
| |
| token can be used per entry. Each table has different tokens that can be used
| |
| in it, see the mdRightFielder.cfg for details.</p>
| |
| | |
| <p class=MsoNormal><b style='mso-bidi-font-weight:normal'><span
| |
| style='font-size:14.0pt;line-height:115%'>Case Study 2: Regular Expression for
| |
| a defined Data Type<o:p></o:p></span></b></p>
| |
| | |
| <p class=MsoNormal>Regular expression are used to recognize postal codes,
| |
| e-mail addresses, phone numbers and URLs. These are types of data that can’t
| |
| well be recognized using a dictionary, but the actual pattern of numbers,
| |
| letters and punctuation is very useful in identifying the data. For example,
| |
| Canadian Postal Codes always follow the pattern
| |
| alpha-digit-alpha-digit-alpha-digit. They are recognized with the regular
| |
| expression:</p>
| |
| | |
| <p class=MsoNormal><b style='mso-bidi-font-weight:normal'><span
| |
| style='font-size:12.0pt;line-height:115%;font-family:"Courier New";color:blue'>(?<=^|
| |
| )</span></b><b style='mso-bidi-font-weight:normal'><span style='font-size:12.0pt;
| |
| line-height:115%;font-family:"Courier New"'>[a-z][0-9][a-z]<span
| |
| style='color:#00B050'>[- ]?[</span>0-9][a-z][0-9]<span style='color:blue'>(?=
| |
| |$)</span><o:p></o:p></span></b></p>
| |
| | |
| <p class=MsoNormal>Admittedly, regular expressions are a dark art and are not
| |
| very easy to understand. Our best advice is to start with simple expressions
| |
| and gradually add complexity, testing each addition before moving on. There are
| |
| a few web sites and tools that can greatly ease this trial and error process. I
| |
| use Rad Software’s Regular Expression Designer (http://www.radsoftware.com.au/regexdesigner/)
| |
| , but there are many others as well.</p>
| |
| | |
| <p class=MsoNormal>Say, for example, you have data that was run through OCR
| |
| software. Unfortunately, in many cases 0’s and 1’s were accidentally recognized
| |
| as O’s and l’s. We can enhance Right Fielder’s recognition of abominations such
| |
| as “Ol234” with this expression:</p>
| |
| | |
| <p class=MsoNormal><b style='mso-bidi-font-weight:normal'><span
| |
| style='font-size:12.0pt;line-height:115%;font-family:"Courier New";color:blue'>(?<=^|
| |
| )</span></b><b style='mso-bidi-font-weight:normal'><span style='font-size:12.0pt;
| |
| line-height:115%;font-family:"Courier New"'>[0-9Ol]{5}<span style='color:#00B050'>[-
| |
| ]?([</span>0-9Ol]{4})?<span style='color:blue'>(?= |$)</span><o:p></o:p></span></b></p>
| |
| | |
| <p class=MsoNormal>This regular expression can be broken up into 5 parts:</p>
| |
| | |
| <table class=MsoTableGrid border=0 cellspacing=0 cellpadding=0
| |
| style='border-collapse:collapse;border:none;mso-yfti-tbllook:1184;mso-padding-alt:
| |
| 0in 5.4pt 0in 5.4pt;mso-border-insideh:none;mso-border-insidev:none'>
| |
| <tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes'>
| |
| <td width=133 valign=top style='width:99.9pt;padding:0in 5.4pt 0in 5.4pt'>
| |
| <p class=MsoNormal style='margin-bottom:0in;margin-bottom:.0001pt;line-height:
| |
| normal'><span style='font-family:"Courier New";color:blue'>(?<=^| )<o:p></o:p></span></p>
| |
| </td>
| |
| <td width=505 valign=top style='width:378.9pt;padding:0in 5.4pt 0in 5.4pt'>
| |
| <p class=MsoNormal style='margin-bottom:0in;margin-bottom:.0001pt;line-height:
| |
| normal'>This is a common preamble to most of our regular expressions. This
| |
| indicates that there must be a break or delimiter of some sort preceding the
| |
| zip code. This is used because we don’t want to accidentally recognize
| |
| something that is actually at the tail of a longer string.</p>
| |
| </td>
| |
| </tr>
| |
| <tr style='mso-yfti-irow:1'>
| |
| <td width=133 valign=top style='width:99.9pt;padding:0in 5.4pt 0in 5.4pt'>
| |
| <p class=MsoNormal style='margin-bottom:0in;margin-bottom:.0001pt;line-height:
| |
| normal'><span style='font-family:"Courier New"'>[0-9Ol]{5}<o:p></o:p></span></p>
| |
| </td>
| |
| <td width=505 valign=top style='width:378.9pt;padding:0in 5.4pt 0in 5.4pt'>
| |
| <p class=MsoNormal style='margin-bottom:0in;margin-bottom:.0001pt;line-height:
| |
| normal'>This indicates that we need to see any number, an uppercase O or a
| |
| lowercase l. And we need to see 5 of them in a row.</p>
| |
| </td>
| |
| </tr>
| |
| <tr style='mso-yfti-irow:2'>
| |
| <td width=133 valign=top style='width:99.9pt;padding:0in 5.4pt 0in 5.4pt'>
| |
| <p class=MsoNormal style='margin-bottom:0in;margin-bottom:.0001pt;line-height:
| |
| normal'><span style='font-family:"Courier New";color:#00B050'>[- ]?<o:p></o:p></span></p>
| |
| </td>
| |
| <td width=505 valign=top style='width:378.9pt;padding:0in 5.4pt 0in 5.4pt'>
| |
| <p class=MsoNormal style='margin-bottom:0in;margin-bottom:.0001pt;line-height:
| |
| normal'>This indicates that we might see a dash, a space (but we may not see
| |
| either). The? quantifier means that we can see 0 or exactly 1 iterations of
| |
| the character.</p>
| |
| </td>
| |
| </tr>
| |
| <tr style='mso-yfti-irow:3'>
| |
| <td width=133 valign=top style='width:99.9pt;padding:0in 5.4pt 0in 5.4pt'>
| |
| <p class=MsoNormal style='margin-bottom:0in;margin-bottom:.0001pt;line-height:
| |
| normal'><span style='font-family:"Courier New"'>([0-9Ol]{4})?<o:p></o:p></span></p>
| |
| </td>
| |
| <td width=505 valign=top style='width:378.9pt;padding:0in 5.4pt 0in 5.4pt'>
| |
| <p class=MsoNormal style='margin-bottom:0in;margin-bottom:.0001pt;line-height:
| |
| normal'>This indicates that we need to see any number, an uppercase O or a
| |
| lowercase l. We need to see 4 of them in a row. However, there’s catch here,
| |
| because sometimes people omit the Plus 4, so the sub-expression is surrounded
| |
| by parentheses and followed by the ? quantifier.</p>
| |
| </td>
| |
| </tr>
| |
| <tr style='mso-yfti-irow:4;mso-yfti-lastrow:yes'>
| |
| <td width=133 valign=top style='width:99.9pt;padding:0in 5.4pt 0in 5.4pt'>
| |
| <p class=MsoNormal style='margin-bottom:0in;margin-bottom:.0001pt;line-height:
| |
| normal'><span style='font-family:"Courier New";color:blue'>(?= |$)<o:p></o:p></span></p>
| |
| </td>
| |
| <td width=505 valign=top style='width:378.9pt;padding:0in 5.4pt 0in 5.4pt'>
| |
| <p class=MsoNormal style='margin-bottom:0in;margin-bottom:.0001pt;line-height:
| |
| normal'>Like the preamble, this indicates that a break or delimiter of some
| |
| sort must follow the zip code.</p>
| |
| </td>
| |
| </tr>
| |
| </table>
| |
| | |
| <p class=MsoNoSpacing><o:p> </o:p></p>
| |
| | |
| <span style='font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-serif";
| |
| mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareast-theme-font:
| |
| minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman";
| |
| mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
| |
| EN-US;mso-bidi-language:AR-SA'><br clear=all style='mso-special-character:line-break;
| |
| page-break-before:always'>
| |
| </span>
| |
| | |
| <p class=MsoNormal><o:p> </o:p></p>
| |
| | |
| <p class=MsoNormal>Now that we designed our regular expression, we need to add
| |
| it to the PostalCodeRegEx table:</p>
| |
| | |
| <p class=MsoNoSpacing><b style='mso-bidi-font-weight:normal'><span
| |
| style='font-size:12.0pt;font-family:"Courier New"'>[PostalCodeRegEx]<o:p></o:p></span></b></p>
| |
| | |
| <p class=MsoNoSpacing><b style='mso-bidi-font-weight:normal'><span
| |
| style='font-size:12.0pt;font-family:"Courier New"'>5,<span style='color:blue'>(?<=^|
| |
| )</span>[0-9Ol]{5}<span style='color:#00B050'>[- ]?</span>([0-9Ol]{4})?<span
| |
| style='color:blue'>(?= |$)</span><o:p></o:p></span></b></p>
| |
| | |
| <p class=MsoNoSpacing><o:p> </o:p></p>
| |
| | |
| <p class=MsoNormal>When a regular expression finds a match, the match is
| |
| removed from the input data, so a later expression (which may be more fitting)
| |
| will not find the match. Thus, processing order is important. However, we can’t
| |
| simply sort regular expressions like we do with lookup tables. Instead, you
| |
| must provide a number (the 5 in our example) which will indicate it’s place in
| |
| the regular expression processing order. The lower the number, the sooner it is
| |
| processed.</p>
| |
| | |
| <p class=MsoNormal>Generally, you want expressions that capture larger amounts
| |
| of data to precede expressions that capture smaller amounts. Our ‘canned’
| |
| expressions start at 10 and increment by 10. There are usually not more than 5
| |
| or so expressions per table. This example ensures that this expression is the
| |
| first to be evaluated. However, in this case, it is not likely that order would
| |
| have made a difference, as it does not conflict with any of the existing
| |
| expressions.</p>
| |
| | |
| <p class=MsoNormal>Experienced reg-exers may be concerned about the preamble
| |
| and post amble, as it would appear that we’ve forgotten to include many
| |
| delimiters (ie, tab, pipe, carriage returns, etc). For the purposes of regular
| |
| expression processing, all delimiters are temporarily transformed into spaces,
| |
| so the only things that your regular expression really need to be looking for
| |
| are spaces and the ‘start of string’ and ‘end of string’ indicators. There is
| |
| one exception to this rule, and that is for the PreProcessRegEx table. Regular
| |
| expressions in this table are processed on the raw data, before any transforms
| |
| are done. </p>
| |
| | |
| <p class=MsoNormal><b style='mso-bidi-font-weight:normal'><span
| |
| style='font-size:14.0pt;line-height:115%'>Case Study 3: Regular Expression for
| |
| general data patterns<o:p></o:p></span></b></p>
| |
| | |
| <p class=MsoNormal>We briefly mentioned the PreProcessRegEx table in the
| |
| previous example. This can be one of the most powerful tables at your disposal,
| |
| as it allows you to address many character-based anomalies that you may see in
| |
| your data. In addition, it is the only table that allows you to perform regular
| |
| expression-based replacements.</p>
| |
| | |
| <p class=MsoNormal>Say your data sometimes contains a dash between the state
| |
| and zip code (for example, “Braintree, MA-02184”). This data anomaly will befuddle
| |
| Right Fielder’s state and zip code recognition abilities. However, we can
| |
| easily fix this with an entry in the PreProcessRegEx table:</p>
| |
| | |
| <p class=MsoNoSpacing><span style='font-size:9.0pt;font-family:"Courier New"'>[PreProcessRegEx]<o:p></o:p></span></p>
| |
| | |
| <p class=MsoNoSpacing><span style='font-size:9.0pt;font-family:"Courier New"'>5,(?<=^|
| |
| |,|[|]|\t|\r|\n)([a-z]{2,3})(?:[-]?)(\d{5}(?:-\d{4})?)(?=$| |,|[|]|\t|\r|\n),$1
| |
| $2<o:p></o:p></span></p>
| |
| | |
| <p class=MsoNoSpacing><o:p> </o:p></p>
| |
| | |
| <p class=MsoNormal>The regular expression can be broken up into these parts:</p>
| |
| | |
| <table class=MsoTableGrid border=0 cellspacing=0 cellpadding=0
| |
| style='border-collapse:collapse;border:none;mso-yfti-tbllook:1184;mso-padding-alt:
| |
| 0in 5.4pt 0in 5.4pt;mso-border-insideh:none;mso-border-insidev:none'>
| |
| <tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes'>
| |
| <td width=157 valign=top style='width:117.9pt;padding:0in 5.4pt 0in 5.4pt'>
| |
| <p class=MsoNormal style='margin-bottom:0in;margin-bottom:.0001pt;line-height:
| |
| normal'><span style='mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>(?<=^|
| |
| |,|[|]|\t|\r|\n)<o:p></o:p></span></p>
| |
| </td>
| |
| <td width=481 valign=top style='width:360.9pt;padding:0in 5.4pt 0in 5.4pt'>
| |
| <p class=MsoNormal style='margin-bottom:0in;margin-bottom:.0001pt;line-height:
| |
| normal'><span style='mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>The
| |
| regular expression’s preamble. Unlike the other tables, we must search for
| |
| all sorts of delimiters and breaks, as pre-process regular expressions are
| |
| matched to the raw input data.<o:p></o:p></span></p>
| |
| </td>
| |
| </tr>
| |
| <tr style='mso-yfti-irow:1'>
| |
| <td width=157 valign=top style='width:117.9pt;padding:0in 5.4pt 0in 5.4pt'>
| |
| <p class=MsoNormal style='margin-bottom:0in;margin-bottom:.0001pt;line-height:
| |
| normal'><span style='mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>([a-z]{2})<o:p></o:p></span></p>
| |
| </td>
| |
| <td width=481 valign=top style='width:360.9pt;padding:0in 5.4pt 0in 5.4pt'>
| |
| <p class=MsoNormal style='margin-bottom:0in;margin-bottom:.0001pt;line-height:
| |
| normal'><span style='mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>A
| |
| two-letter sequence (ie, the state). Note that regular expressions are
| |
| processed case-insensitive (though you can override with the ?-i: option).<o:p></o:p></span></p>
| |
| </td>
| |
| </tr>
| |
| <tr style='mso-yfti-irow:2'>
| |
| <td width=157 valign=top style='width:117.9pt;padding:0in 5.4pt 0in 5.4pt'>
| |
| <p class=MsoNormal style='margin-bottom:0in;margin-bottom:.0001pt;line-height:
| |
| normal'><span style='mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>(?:[-])<o:p></o:p></span></p>
| |
| </td>
| |
| <td width=481 valign=top style='width:360.9pt;padding:0in 5.4pt 0in 5.4pt'>
| |
| <p class=MsoNormal style='margin-bottom:0in;margin-bottom:.0001pt;line-height:
| |
| normal'><span style='mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>The
| |
| offending dash. We’ve attached the non-capturing group construct (?:, as we’ll
| |
| be throwing this group away.<o:p></o:p></span></p>
| |
| </td>
| |
| </tr>
| |
| <tr style='mso-yfti-irow:3'>
| |
| <td width=157 valign=top style='width:117.9pt;padding:0in 5.4pt 0in 5.4pt'>
| |
| <p class=MsoNormal style='margin-bottom:0in;margin-bottom:.0001pt;line-height:
| |
| normal'><span style='mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>(\d{5}(?:-\d{4})?)<o:p></o:p></span></p>
| |
| </td>
| |
| <td width=481 valign=top style='width:360.9pt;padding:0in 5.4pt 0in 5.4pt'>
| |
| <p class=MsoNormal style='margin-bottom:0in;margin-bottom:.0001pt;line-height:
| |
| normal'><span style='mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>The
| |
| Zip Code (and optional Plus 4).<o:p></o:p></span></p>
| |
| </td>
| |
| </tr>
| |
| <tr style='mso-yfti-irow:4;mso-yfti-lastrow:yes'>
| |
| <td width=157 valign=top style='width:117.9pt;padding:0in 5.4pt 0in 5.4pt'>
| |
| <p class=MsoNormal style='margin-bottom:0in;margin-bottom:.0001pt;line-height:
| |
| normal'><span style='mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>(?=$|
| |
| |,|[|]|\t|\r|\n)<o:p></o:p></span></p>
| |
| </td>
| |
| <td width=481 valign=top style='width:360.9pt;padding:0in 5.4pt 0in 5.4pt'>
| |
| <p class=MsoNormal style='margin-bottom:0in;margin-bottom:.0001pt;line-height:
| |
| normal'><span style='mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>The
| |
| post amble.<o:p></o:p></span></p>
| |
| </td>
| |
| </tr>
| |
| </table>
| |
| | |
| <p class=MsoNoSpacing><o:p> </o:p></p>
| |
| | |
| <p class=MsoNormal><o:p> </o:p></p>
| |
| | |
| <p class=MsoNormal>When a regular expression is found, we can use the “$1 $2”
| |
| to perform the replacements. Each numbered $ entry indicates a capture group.
| |
| In our example, $1 indicates whatever is captures by the first capture group
| |
| ([a-z]{2}), and $2 indicates what is captured by the second capture group <span
| |
| style='mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>(\d{5}(?:-\d{4})?).
| |
| Non-capture groups (the ones starting with (?:) are not counted.<o:p></o:p></span></p>
| |
| | |
| <p class=MsoNoSpacing><b style='mso-bidi-font-weight:normal'><span
| |
| style='font-size:14.0pt'>Case Study 4: Example mdRightFielder.cfg overrides<o:p></o:p></span></b></p>
| |
| | |
| <p class=MsoNoSpacing><span style='mso-bidi-font-family:Calibri;mso-bidi-theme-font:
| |
| minor-latin'><o:p> </o:p></span></p>
| |
| | |
| <p class=MsoNoSpacing><span style='mso-bidi-font-family:Calibri;mso-bidi-theme-font:
| |
| minor-latin'>[PreProcessRegEx]<o:p></o:p></span></p>
| |
| | |
| <p class=MsoNoSpacing><span style='mso-bidi-font-family:Calibri;mso-bidi-theme-font:
| |
| minor-latin;color:blue'>4,(?<=^|
| |
| |[|]|\t|\r|\n)(.*)(a/o|A/O|c/o|C/O)(.*)(?=$| |[|]|\t|\r|\n),$1 | $3<o:p></o:p></span></p>
| |
| | |
| <p class=MsoNoSpacing><span style='mso-bidi-font-family:Calibri;mso-bidi-theme-font:
| |
| minor-latin'><o:p> </o:p></span></p>
| |
| | |
| <p class=MsoNoSpacing><span style='mso-bidi-font-family:Calibri;mso-bidi-theme-font:
| |
| minor-latin'>This expression will allow you to identify ‘</span><span
| |
| style='font-family:"Courier New"'>XYZ Corporation a/o Billy McMailreceiver’ as<o:p></o:p></span></p>
| |
| | |
| <p class=MsoNoSpacing><span style='font-family:"Courier New"'><o:p> </o:p></span></p>
| |
| | |
| <p class=MsoNoSpacing><span style='font-family:"Courier New";color:blue'><span
| |
| style='mso-spacerun:yes'> </span>Name1: Billy McMailreceiver<o:p></o:p></span></p>
| |
| | |
| <p class=MsoNoSpacing><span style='font-family:"Courier New";color:blue'><span
| |
| style='mso-spacerun:yes'> </span>Company1: XYZ Corporation<o:p></o:p></span></p>
| |
| | |
| <p class=MsoNoSpacing><span style='mso-bidi-font-family:Calibri;mso-bidi-theme-font:
| |
| minor-latin'><o:p> </o:p></span></p>
| |
| | |
| <p class=MsoNoSpacing><span style='mso-bidi-font-family:Calibri;mso-bidi-theme-font:
| |
| minor-latin'>Without this expression the output will be…<o:p></o:p></span></p>
| |
| | |
| <p class=MsoNoSpacing><span style='mso-bidi-font-family:Calibri;mso-bidi-theme-font:
| |
| minor-latin'><o:p> </o:p></span></p>
| |
| | |
| <p class=MsoNoSpacing><span style='font-family:"Courier New";color:blue'><span
| |
| style='mso-spacerun:yes'> </span>Company1: XYZ Corporation a/o Billy
| |
| McMailreceiver<o:p></o:p></span></p>
| |
| | |
| <p class=MsoNormal><span style='mso-bidi-font-family:Calibri;mso-bidi-theme-font:
| |
| minor-latin'><o:p> </o:p></span></p>
| |
| | |
| <p class=MsoNoSpacing>[LeftToken]</p>
| |
| | |
| <p class=MsoNoSpacing><span style='color:#00B050'>; <span
| |
| style='mso-spacerun:yes'> </span>these entries help uncommon names get
| |
| recognized as names<o:p></o:p></span></p>
| |
| | |
| <p class=MsoNoSpacing>SMOKY THE BEAR,F</p>
| |
| | |
| <p class=MsoNoSpacing>DONTRELL,F</p>
| |
| | |
| <p class=MsoNoSpacing>BOGDAN,F</p>
| |
| | |
| <p class=MsoNoSpacing><span style='color:#00B050'><o:p> </o:p></span></p>
| |
| | |
| <p class=MsoNoSpacing><span style='color:#00B050'>;<span
| |
| style='mso-spacerun:yes'> </span>many tokens which appear to identify
| |
| departments are actually entered as Company identifiers by default.<o:p></o:p></span></p>
| |
| | |
| <p class=MsoNoSpacing><span style='color:#00B050'>;<span
| |
| style='mso-spacerun:yes'> </span>the following <span
| |
| style='mso-spacerun:yes'> </span>entries create distinct department identifiers
| |
| , overriding tokens sometimes present in companies<o:p></o:p></span></p>
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| <p class=MsoNoSpacing>IT DEPARTMENT,T</p>
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| <p class=MsoNoSpacing>SALES DEPARTMENT, T</p>
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| <p class=MsoNoSpacing>QA, T</p>
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| <p class=MsoNormal><span style='mso-bidi-font-family:Calibri;mso-bidi-theme-font:
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| minor-latin'><o:p> </o:p></span></p>
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| <p class=MsoNoSpacing>[RightToken]</p>
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| <p class=MsoNoSpacing><span style='color:#00B050'>; this expands identification
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| of unheard of, changed, or vanity city names<o:p></o:p></span></p>
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| <p class=MsoNoSpacing>ANYTOWN,T,,100</p>
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| <p class=MsoNoSpacing><span style='color:#00B050'>; alternate spelling or
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| fictional country<o:p></o:p></span></p>
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| <p class=MsoNoSpacing>SHIRE,I,,</p>
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| <p class=MsoNoSpacing><o:p> </o:p></p>
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| <p class=MsoNoSpacing>[PhoneTypeToken]</p>
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| <p class=MsoNoSpacing><span style='color:#00B050'>; yesterdays or tomorrows
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| phone identifiers<o:p></o:p></span></p>
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| <p class=MsoNoSpacing>MOBILE</p>
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| <p class=MsoNoSpacing>PAGER</p>
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| <p class=MsoNoSpacing>BLACKBERRY</p>
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| <p class=MsoNormal><span style='mso-bidi-font-family:Calibri;mso-bidi-theme-font:
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| minor-latin'><o:p> </o:p></span></p>
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| <p class=MsoNormal><b style='mso-bidi-font-weight:normal'><span
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| style='font-size:14.0pt;line-height:115%'>Case Study 5: NOTES<o:p></o:p></span></b></p>
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| <p class=MsoNormal>When creating and writing a regular expression in the cfg
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| file, the only commas allowed are the instances which delimit the <id>
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| the <regEx> and the <replace>. This is how RightFielder parses the
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| cfg file edits.</p>
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| <p class=MsoNormal>Example of a valid entry ….</p>
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| <p class=MsoNoSpacing><span style='font-size:9.0pt;font-family:"Courier New"'>[PreProcessRegEx]<o:p></o:p></span></p>
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| <p class=MsoNoSpacing><b style='mso-bidi-font-weight:normal'><span
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| style='font-size:9.0pt;font-family:"Courier New";color:#00B050'>5</span></b><span
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| style='font-size:9.0pt;font-family:"Courier New"'>,(?<=^|
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| |,|[|]|\t|\r|\n)([a-z]{2,3})(?:[-]?)(\d{5}(?:-\d{4})?)(?=$| |,|[|]|\t|\r|\n),$1
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| $2<o:p></o:p></span></p>
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| <p class=MsoNormal><o:p> </o:p></p>
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| <p class=MsoNormal>Example of an invalid entry (expression will be ignored….</p>
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| <p class=MsoNoSpacing><span style='font-size:9.0pt;font-family:"Courier New"'>[PreProcessRegEx]<o:p></o:p></span></p>
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| <p class=MsoNoSpacing><b style='mso-bidi-font-weight:normal'><span
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| style='font-size:9.0pt;font-family:"Courier New";color:#00B050'>5</span></b><span
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| style='font-size:9.0pt;font-family:"Courier New"'>,(?<=^| <b
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| style='mso-bidi-font-weight:normal'><span style='color:red'>|,|</span></b>[|]|\t|\r|\n)([a-z]{2,3})(?:[-]?)(\d{5}(?:-\d{4})?)(?=$|
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| <b style='mso-bidi-font-weight:normal'><span style='color:red'>|,|</span></b>[|]|\t|\r|\n),$1
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| $2<o:p></o:p></span></p>
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| <p class=MsoNormal><o:p> </o:p></p>
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| | |
| <p class=MsoNormal><span style='mso-bidi-font-family:Calibri;mso-bidi-theme-font:
| |
| minor-latin'>The <id> in the above example must be unique. If you create
| |
| new expressions with the same <id> as another cfg edit or an existing
| |
| mdRightFielder.dat entry, it will be ignored.<o:p></o:p></span></p>
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| | |
| <p class=MsoNormal><span style='mso-bidi-font-family:Calibri;mso-bidi-theme-font:
| |
| minor-latin'>Existing pattern <id>s <span
| |
| style='mso-spacerun:yes'> </span>in mdRightFielder.dat file start with id=10
| |
| and imcrement by 10, so to override and existing pattern, use a single digit
| |
| <id>, to add a lower priority use a higher multiple.<o:p></o:p></span></p>
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| | |
| <p class=MsoNormal><span style='mso-bidi-font-family:Calibri;mso-bidi-theme-font:
| |
| minor-latin'><o:p> </o:p></span></p>
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| </div>
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| </body>
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| </html>
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