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May 24, 2018 13:36
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Google Sheets script that reads from two other spreadsheets and creates a new one based on their data
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function evaluateQueryResults(){ | |
var documentsSheetID = ...; | |
var queryDefaultConfigSheetID = ...; | |
var queryStopWordConfigSheetID = ...; | |
var queryStemmingConfigSheetID = ...; | |
var queryCompleteConfigSheetID = ...; | |
Logger.log("default"); | |
Logger.log(createEvaluationMatrix(documentsSheetID, queryDefaultConfigSheetID)); | |
Logger.log("stopword"); | |
newSheet("is there a new app - StopWordConfig"); | |
Logger.log(createEvaluationMatrix(documentsSheetID, queryStopWordConfigSheetID)); | |
Logger.log("stemming"); | |
newSheet("is there a new app - StemmingConfig"); | |
Logger.log(createEvaluationMatrix(documentsSheetID, queryStemmingConfigSheetID)); | |
Logger.log("complete"); | |
newSheet("is there a new app - CompleteConfig"); | |
Logger.log(createEvaluationMatrix(documentsSheetID, queryCompleteConfigSheetID)); | |
} | |
function createEvaluationMatrix(documentsSheetID, resultsSheetID) { | |
sheet = SpreadsheetApp.getActiveSheet(); | |
var documentsSheet = SpreadsheetApp.openById(documentsSheetID); | |
var resultsSheet = SpreadsheetApp.openById(resultsSheetID); | |
var relevanceOfDocsFromSpreadsheet = documentsSheet.getRange('B2:B201').getValues(); | |
var resultDocumentsFromSpreadsheet = resultsSheet.getRange('A2:A'+resultsSheet.getLastRow()).getValues(); | |
//For some reason that I still don`t know the indexOf() function doesn`t work with the array from the spreadsheet, so I`m creating a new one | |
var relevanceOfDocs = arrayToArrayOfStrings(relevanceOfDocsFromSpreadsheet); | |
var resultDocuments = arrayToArrayOfStrings(resultDocumentsFromSpreadsheet); | |
var measures = {accuracy:-1, coverage:-1, fmeasure:-1}; | |
var qtdRelevantRetrievedDocs = 0; | |
var qtdRelevantDocsMissing = 0; | |
var totalRetrievedDocs = resultDocuments.length; | |
for (documentID = 1; documentID < 201; documentID++){ | |
sheet.getRange('A'+documentID).setValue(documentID); | |
if (isRelevant(documentID) && documentsBelongsToResults(documentID) ){ | |
sheet.getRange('B'+documentID).setValue("certo"); | |
qtdRelevantRetrievedDocs = qtdRelevantRetrievedDocs + 1; | |
}else if (isRelevant(documentID) && !documentsBelongsToResults(documentID)){ | |
sheet.getRange('B'+documentID).setValue("errado"); | |
qtdRelevantDocsMissing = qtdRelevantDocsMissing + 1; | |
}else if (!isRelevant(documentID) && !documentsBelongsToResults(documentID)){ | |
sheet.getRange('B'+documentID).setValue("certo") | |
}else{ | |
sheet.getRange('B'+documentID).setValue("errado"); | |
} | |
} | |
measures.accuracy = qtdRelevantRetrievedDocs/totalRetrievedDocs; | |
measures.coverage = qtdRelevantRetrievedDocs/(qtdRelevantRetrievedDocs + qtdRelevantDocsMissing); | |
measures.fmeasure = (2*measures.accuracy*measures.coverage)/(measures.accuracy+measures.coverage); | |
return measures; | |
function arrayToArrayOfStrings(input){ | |
var stringConcatenated = input.toString(); | |
return stringConcatenated.split(','); | |
} | |
function documentsBelongsToResults(documentID){ | |
return !(resultDocuments.indexOf(documentID.toString()) == -1); | |
} | |
function isRelevant(documentID){ | |
return (relevanceOfDocs[documentID-1] == 1); | |
} | |
} | |
function newSheet(sheetName) { | |
var ss = SpreadsheetApp.getActiveSpreadsheet(); | |
var templateSheet = ss.getActiveSheet(); | |
ss.insertSheet(sheetName, 0, {}); | |
} |
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