From 5a18130c4a8b7461f1402d3e2280ec74ce914690 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Claes=20Ma=C3=ABlick?= Date: Thu, 8 Mar 2018 20:16:50 +0200 Subject: [PATCH] First release 0.1 --- .Rbuildignore | 2 + .travis.yml | 5 + DESCRIPTION | 17 + NAMESPACE | 11 + R/NLoN.R | 28 ++ R/data.R | 17 + R/evaluation.R | 0 R/features.R | 255 ++++++++++++ R/model.R | 84 ++++ data/nlon.data.rda | Bin 0 -> 158213 bytes inst/CITATION | 20 + inst/extdata/mysql_sw_wo_code_words.txt | 531 ++++++++++++++++++++++++ man/Character3Grams.Rd | 17 + man/FeatureExtraction.Rd | 39 ++ man/NLoN.Rd | 71 ++++ man/NLoNModel.Rd | 33 ++ man/NLoNPredict.Rd | 33 ++ man/TriGramsAndFeatures.Rd | 22 + man/features.Rd | 49 +++ man/nlon.data.Rd | 27 ++ tests/testthat.R | 4 + tests/testthat/test-features.R | 137 ++++++ tests/testthat/test-old-features.R | 51 +++ 23 files changed, 1453 insertions(+) create mode 100644 .Rbuildignore create mode 100644 .travis.yml create mode 100644 DESCRIPTION create mode 100644 NAMESPACE create mode 100644 R/NLoN.R create mode 100644 R/data.R create mode 100644 R/evaluation.R create mode 100644 R/features.R create mode 100644 R/model.R create mode 100644 data/nlon.data.rda create mode 100644 inst/CITATION create mode 100644 inst/extdata/mysql_sw_wo_code_words.txt create mode 100644 man/Character3Grams.Rd create mode 100644 man/FeatureExtraction.Rd create mode 100644 man/NLoN.Rd create mode 100644 man/NLoNModel.Rd create mode 100644 man/NLoNPredict.Rd create mode 100644 man/TriGramsAndFeatures.Rd create mode 100644 man/features.Rd create mode 100644 man/nlon.data.Rd create mode 100644 tests/testthat.R create mode 100644 tests/testthat/test-features.R create mode 100644 tests/testthat/test-old-features.R diff --git a/.Rbuildignore b/.Rbuildignore new file mode 100644 index 0000000..4051aec --- /dev/null +++ b/.Rbuildignore @@ -0,0 +1,2 @@ +data-raw +^\.travis\.yml$ diff --git a/.travis.yml b/.travis.yml new file mode 100644 index 0000000..8d139ac --- /dev/null +++ b/.travis.yml @@ -0,0 +1,5 @@ +# R for travis: see documentation at https://docs.travis-ci.com/user/languages/r + +language: R +sudo: false +cache: packages diff --git a/DESCRIPTION b/DESCRIPTION new file mode 100644 index 0000000..c9caf8a --- /dev/null +++ b/DESCRIPTION @@ -0,0 +1,17 @@ +Package: NLoN +Type: Package +Title: Natural Language or Not +Version: 0.1.0 +Date: 2018-03-08 +Author: Mika Mäntylä , Fabio Calefato + , Maëlick Claes +Maintainer: Maëlick Claes +Description: Identify whether text lines are natural language or not + using machine learning. +Depends: data.table, R (>= 3.0) +Imports: text2vec, tokenizers, glmnet, Matrix, modules, stats +License: GPL-3 +Encoding: UTF-8 +Remotes: M3SOulu/NLoN +Suggests: testthat, plyr +RoxygenNote: 6.0.1 diff --git a/NAMESPACE b/NAMESPACE new file mode 100644 index 0000000..7e19881 --- /dev/null +++ b/NAMESPACE @@ -0,0 +1,11 @@ +# Generated by roxygen2: do not edit by hand + +export(Character3Grams) +export(FeatureExtraction) +export(NLoN) +export(NLoNModel) +export(NLoNPredict) +export(TriGramsAndFeatures) +export(features) +import(data.table) +importFrom(stats,predict) diff --git a/R/NLoN.R b/R/NLoN.R new file mode 100644 index 0000000..44aad28 --- /dev/null +++ b/R/NLoN.R @@ -0,0 +1,28 @@ +#' NLoN: Natural Language or Not +#' +#' NLoN identifies whether text lines are natural language or not +#' using a glmnet model with simple text features and character +#' 3-grams. +#' +#' @examples +#' +#' ## Training data provided in the package. +#' data(nlon.data) +#' +#' ## Build a model with glmnet +#' model <- with(nlon.data, NLoNModel(text, rater2, TriGramsAndFeatures)) +#' +#' ## Use the model to preidct new data. +#' topredict <- c("This is natural language.", "not(natural, language);") +#' NLoNPredict(model, topredict, 0.1, features=FeatureExtraction) +#' +#' ## Train and predict in a single function call. +#' NLoN(rbind(nlon.data[, list(text, response=rater2)], +#' list(text=topredict), fill=TRUE), +#' 0.1, features=FeatureExtraction) +#' +#' @docType package +#' @name NLoN +#' @import data.table +#' @importFrom stats predict +NULL diff --git a/R/data.R b/R/data.R new file mode 100644 index 0000000..3134a5a --- /dev/null +++ b/R/data.R @@ -0,0 +1,17 @@ +#' Training data used in the NLoN paper. +#' +#' A dataset containing 2000 lines of text from Mozilla Firefox, +#' Lucene and Kubertenes datasets alongside two response variables +#' from two different raters. +#' +#' @format A data frame with 6000 rows and 4 columns: +#' \describe{ +#' \item{source}{source from the text (mozilla, kubertenes or lucene).} +#' \item{text}{line of text.} +#' \item{rater1}{reponse from the first rater.} +#' \item{rater2}{reponse from the second rater.} +#' } +#' @source \url{https://bugzilla.mozilla.org/} +#' \url{http://www.kubertenes/} +#' \url{http://lucene} +"nlon.data" diff --git a/R/evaluation.R b/R/evaluation.R new file mode 100644 index 0000000..e69de29 diff --git a/R/features.R b/R/features.R new file mode 100644 index 0000000..5e8dd47 --- /dev/null +++ b/R/features.R @@ -0,0 +1,255 @@ +mysql.stopwords <- system.file("extdata", "mysql_sw_wo_code_words.txt", + package="NLoN", mustWork=TRUE) +mysql.stopwords <- read.csv(mysql.stopwords, stringsAsFactors=FALSE, + header=FALSE)$V1 + +## emojis <- system.file("extdata", "emojis.csv", +## package="NLoN", mustWork=TRUE) +## emojis <- "data/emojis.csv" +## emojis <- fread(emojis) + +ConvertFeatures <- function(data) { + ## Make sure that the feature data is a matrix or Matrix object. + ## Converts list into data.frame and then data.frame into matrix. + if (is.list(data)) { + if (length(unique(sapply(data, length))) == 1) { + data <- as.data.table(data) + } else stop("feature values don't have the same length") + } + if (is.data.frame(data)) { + data <- as.matrix(data) + } + if ((is.matrix(data) && is.numeric(data)) || inherits(data, "Matrix")) { + data + } else stop("feature values are not a numeric matrix") +} + +ComputeFeatures <- function(text, features) { + ## Compute features. If features is a function, it will simply be + ## applied on the text (and must return a list, data.frame, matrix + ## or Matrix of numeric values). If feature is a list of functions, + ## do a sapply of the functions which must all return a numeric + ## vector of the same length as text. + if (is.function(features)) { + data <- features(text) + } else if (is.list(features) && all(sapply(features, is.function))) { + if (is.null(names(features))) { + warning("features is a list of functions without names") + } + data <- sapply(features, function(f) f(text)) + } else stop("features must be a function or a list of functions") +} + +#' Feature extraction. +#' +#' Computes a set of simple text-based features. +#' +#' The features computed are the followings: +#' \describe{ +#' \item{\code{ratio.caps}}{The ratio of uppercase letters.} +#' \item{\code{ratio.specials}}{The ratio of special characters.} +#' \item{\code{ratio.numbers}}{The ratio of number characters.} +#' \item{\code{length.words}}{The average word length.} +#' \item{\code{stopwords}}{The ratio of English stopwords (using first +#' tokenizer).} +#' \item{\code{stopwords2}}{The ratio of English stopwords (using second +#' tokenizer).} +#' \item{\code{last.char.nl}}{Boolean for the use of NL character at the +#' end of the text.} +#' \item{\code{last.char.code}}{Boolean for the use of code character at +#' the end of text.} +#' \item{\code{first.3.chars.letters}}{Number of letters in the three +#' first characters.} +#' \item{\code{emoticons}}{Number of emoticons} +#' \item{\code{first.char.at}}{Boolean for the use of @ character at +#' the beginning of the line.} +#' } +#' +#' @param text The text. +#' @return A data.table with values of the 11 features. +#' @export +FeatureExtraction <- function(text) { + data <- data.table(text) + features <- list(ratio.caps=features$CapsRatio, + ratio.specials=features$SpecialCharsRatio, + ratio.numbers=features$NumbersRatio, + length.words=features$AverageWordLength, + stopwords=features$StopwordsRatio1, + stopwords2=features$StopwordsRatio2, + last.char.code=features$LastCharCode, + last.char.nl=features$LastCharNL, + first.3.chars.letters=features$First3CharsLetter, + emoticons=features$Emoticons, + first.char.at=features$StartWithAt) + as.data.table(ComputeFeatures(text, features)) +} + +#' Character 3-gram extraction. +#' +#' Computes the document term matrix of character 3-gram. +#' +#' @param text The text. +#' @return A document term matrix (sparse Matrix). +#' @export +Character3Grams <- function(text) { + Preprocessor <- function(x) { + gsub("[0-9]", "0", gsub("\\\032", "", x)) + } + Tokenizer <- function (x) { + tokenizers::tokenize_character_shingles(x, n=3, strip_non_alphanum=FALSE, + lowercase=TRUE) + } + it <- text2vec::itoken(text, tokenizer=Tokenizer, + preprocessor=Preprocessor, + progressbar=TRUE) + vocab <- text2vec::create_vocabulary(it) + vectorizer <- text2vec::vocab_vectorizer(vocab) + text2vec::create_dtm(it, vectorizer) +} + +#' 3-grams and feature extraction. +#' +#' Computes both 3-gram and simple text features. +#' +#' @param text The text. +#' @return A sparse Matrix with text features and 3-gram. +#' @seealso \code{\link{Character3Grams}} +#' @seealso \code{\link{FeatureExtraction}} +#' @export +TriGramsAndFeatures <- function(text) { + cbind(Character3Grams(text), as.matrix(FeatureExtraction(text))) +} + +#' Features. +#' +#' Module containing functions for individual simple text feature +#' extraction. +#' +#' Most functions have a single \code{text} parameter. The module +#' contains the following functions: +#' +#' \describe{ +#' \item{\code{Stopwords}}{Number of stopwords. Uses two optional +#' parameters: \code{Tokenize} which is the word tokenizer to use +#' and \code{stopwords} which is the list of stopwords to use.} +#' \item{\code{Tokenize1}}{First tokenizer available for +#' \code{Stopwords}.} +#' \item{\code{Tokenize2}}{Second tokenizer available for +#' \code{Stopwords}.} +#' \item{\code{StopwordsRatio1}}{Ratio of stopwords using \code{Tokenize1}} +#' \item{\code{StopwordsRatio2}}{Ratio of stopwords using \code{Tokenize2}} +#' \item{\code{Caps}}{Number of uppercase letters.} +#' \item{\code{CapsRatio}}{Ratio of uppercase letters.} +#' \item{\code{SpecialChars}}{Number of special characters.} +#' \item{\code{SpecialCharsRatio}}{Ratio of special characters.} +#' \item{\code{Numbers}}{Number of digit characters.} +#' \item{\code{NumbersRatio}}{Ratio of digit characters.} +#' \item{\code{Words}}{Number of words.} +#' \item{\code{AverageWordLength}}{Average word length.} +#' \item{\code{LastCharCode}}{Boolean for the use of a code character at the +#' end of the text.} +#' \item{\code{LastCharNL}}{Boolean for the use of a natural language boolean +#' at the end of the text.} +#' \item{\code{First3Chars}}{Returns the first three non white characters.} +#' \item{\code{First3CharsLetters}}{The number of three first non white +#' characters that are letters.} +#' \item{\code{Emoticons}}{The number of emoticons} +#' \item{\code{StartWithAt}}{Boolean for the use of @ at the start of +#' the text.} +#' } +#' +#' @export +features <- modules::module({ + modules::export("^[^.]") + + .CountRegexMatches <- function(text, re) { + ## Count the number of match of a regex + sapply(stringr::str_match_all(text, re), length) + } + + Tokenize1 <- function(text) { + ## Need to be fixed: add punctuation for seperator (at least .) + ## lapply(tolower(text), tokenize_regex, pattern="\\s+", simplify=TRUE) + lapply(tolower(text), tokenizers::tokenize_regex, + pattern="\\s+", simplify=TRUE) + } + + Tokenize2 <- function(text) { + tokenizers::tokenize_words(text, simplify=TRUE) + } + + Stopwords <- function(text, Tokenize=Tokenize, stopwords=mysql.stopwords) { + ## Computes the number of stopwords present in text based on a given + ## Tokenize function + sapply(Tokenize(text), function(words) sum(words %in% stopwords)) + } + + Caps <- function(text) { + ## Number of uppercase characters + .CountRegexMatches(text, "[A-Z]") + } + + SpecialChars <- function(text) { + ## Number of special characters + .CountRegexMatches(text, "[^a-zA-Z\\d\\s]") + } + + Numbers <- function(text) { + ## Number of digits + .CountRegexMatches(text, "[\\d]") + } + + CapsRatio <- function(text) Caps(text) / nchar(text) + SpecialCharsRatio <- function(text) SpecialChars(text) / nchar(text) + NumbersRatio <- function(text) Numbers(text) / nchar(text) + StopwordsRatio1 <- function(text) Stopwords(text, Tokenize1) / Words(text) + StopwordsRatio2 <- function(text) Stopwords(text, Tokenize2) / Words(text) + + Words <- function(text) { + ## Number of words + ## .CountRegexMatches(text, "\\w") + .CountRegexMatches(text, "[\\s+]") + 1 + } + + AverageWordLength <- function(text) { + nchar(text) / Words(text) + } + + LastCharCode <- function(text) { + ## Boolean whether last character is a character code + ## If the line ends to emoticon this is not true :-) so we + ## substract. R does not support lookahead in regex which would also + ## solve this + (!grepl("(:-\\)|;-\\)|:\\)|;\\)|:-\\(|:\\()$", text) & + grepl("[){;]$", text)) + } + + LastCharNL <- function(text) { + ## Last character is related to natural language (punctuation) + grepl("\\.$|\\!$|\\?$|:$|,$", text) + } + + First3Chars <- function(text) { + ## First three characters (after stripping white spaces) + substr(gsub("\\s", "", text), 1, 3) + } + + First3CharsLetters <- function(text) { + ## Number of characters in the firsrt three characters + .CountRegexMatches(First3Chars(text), "[a-zA-Z]") + } + + Emoticons <- function(text) { + ## Number of emoticons + ## Using more larger lis of emoticons e.g. ones built for + ## SentiStrength, might cause more false postive as some of them are + ## similar to elements that appear in code. + .CountRegexMatches(text, ":-\\)|;-\\)|:\\)|;\\)|:-\\(|:\\(") + } + + StartWithAt <- function(text) { + ## TRUE if text starts with @ symbol + grepl("^@", text) + ## sapply(text, function(x) sum(grep("^@", x))) + } +}) diff --git a/R/model.R b/R/model.R new file mode 100644 index 0000000..7fc94d5 --- /dev/null +++ b/R/model.R @@ -0,0 +1,84 @@ +#' NLoN Model. +#' +#' Train a NLoN model using glmnet. +#' +#' @param text A character vector containing the training text. +#' @param response A factor response with levels NL (for natural +#' language) and Not (for not natural language). +#' @param features A function computing the feature values (a matrix, +#' list of numeric vectors or data.frame) or a list of functions +#' computing individual feature values. +#' @param alpha The elasticnet mixing parameter used by +#' \code{\link[glmnet]{glmnet}}. +#' @param ... Additional parameters to pass to +#' \code{\link[glmnet]{glmnet}}. +#' @return A \code{\link[glmnet]{glmnet}} trained model. +#' @seealso \code{\link[glmnet]{glmnet}} +#' @export +NLoNModel <- function(text, response, features=TriGramsAndFeatures, + alpha=1, ...) { + data <- ComputeFeatures(text, features) + glmnet::glmnet(x=ConvertFeatures(data), y=response, family="binomial", + alpha=alpha, ...) +} + +#' NLoN Model. +#' +#' Train a NLoN model using glmnet. +#' +#' @param model A glmnet model as returned by \code{\link{NLoNModel}}. +#' @param text A character vector containing the text to predict. +#' @param lambda Lambda parameter to pass to +#' \code{\link[glmnet]{predict.glmnet}}. +#' @param type Type of prediction made by +#' \code{\link[glmnet]{predict.glmnet}}. +#' @param features A function computing the feature values (a matrix, +#' list of numeric vectors or data.frame) or a list of functions +#' computing individual feature values. +#' @return The output of \code{\link[glmnet]{predict.glmnet}}. +#' @seealso \code{\link[glmnet]{predict.glmnet}} +#' @export +NLoNPredict <- function(model, text, lambda=NULL, type="class", + features=TriGramsAndFeatures) { + data <- ConvertFeatures(ComputeFeatures(text, features)) + missing <- setdiff(rownames(model$beta), colnames(data)) + if (length(missing)) { + data <- cbind(Matrix::sparseMatrix(i=c(), j=c(), + dims=c(nrow(data), length(missing)), + dimnames=list(NULL, missing)), data) + } + data <- data[, rownames(model$beta)] + predict(model, data, s=lambda, type=type) +} + +#' NLoN Model. +#' +#' Train a NLoN model and gives the predicton for the data without +#' response. +#' +#' The data.frame must contain a column \code{text} with both training +#' and test data and a column response with the response value (factor +#' with levels NL and Not). The response is NA for test data. +#' +#' @param data A data.frame containing the training and test data. +#' @param lambda Lambda parameter to pass to +#' \code{\link[glmnet]{predict.glmnet}}. +#' @param type Type of prediction made by +#' \code{\link[glmnet]{predict.glmnet}}. +#' @param features A function computing the feature values (a matrix, +#' list of numeric vectors or data.frame) or a list of functions +#' computing individual feature values. +#' @param ... Additional parameters to pass to \code{NLoNModel}. +#' @return A vector of length \code{sum(is.na(data$response))} with +#' the prediction of the test data. +#' @seealso \code{\link{NLoNModel}} +#' @seealso \code{\link{NLoNPredict}} +#' @seealso \code{\link[glmnet]{glmnet}} +#' @seealso \code{\link[glmnet]{predict.glmnet}} +#' @export +NLoN <- function(data, lambda=NULL, type="class", + features=TriGramsAndFeatures, ...) { + data <- as.data.table(data) + model <- data[!is.na(response), NLoNModel(text, response, features, ...)] + NLoNPredict(model, data[is.na(response), text], lambda, type, features) +} diff --git a/data/nlon.data.rda b/data/nlon.data.rda new file mode 100644 index 0000000000000000000000000000000000000000..f9bd10655146de94cdc6d80c3c8bb9bb74423467 GIT binary patch literal 158213 zcmZ^~WmH?;6E_;9SaE`Tkm3{zMT-}Aw?cs6uEh$$LeK(5La|^WSaGKlyY7ek;m(KIbIzLCv-fXi&Y8W|IZBo;QX+~L+(s7iArgjIx7`2z|Ip_D?)Uun z-^IoDe`|pM5q|Oi8U9~ZdgAl{ivM>cL;y&eX>mF~hyJ@3x8eZ+aEciK#ZTDylu9dC 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