From 35ba77ab0a880c44f132354ad3260215a6a15882 Mon Sep 17 00:00:00 2001 From: Tyler Date: Tue, 8 Sep 2015 22:34:10 -0400 Subject: [PATCH] first commit --- .Rbuildignore | 21 +++++ .gitignore | 10 +++ .travis.yml | 26 ++++++ DESCRIPTION | 13 +++ NAMESPACE | 8 ++ NEWS | 23 +++++ R/gofastr-package.R | 30 +++++++ R/q_dtm.R | 27 ++++++ R/q_tdm.R | 27 ++++++ R/remove_stopwords.R | 47 ++++++++++ R/utils.R | 0 README.Rmd | 64 ++++++++++++++ README.md | 114 +++++++++++++++++++++++++ data/presidential_debates_2012.rda | Bin 0 -> 92515 bytes inst/CITATION | 16 ++++ inst/build.R | 33 +++++++ inst/extra_statdoc/readme.R | 3 + inst/gofastr_logo/r_gofastr.png | Bin 0 -> 3215 bytes inst/gofastr_logo/r_gofastr.pptx | Bin 0 -> 29220 bytes inst/staticdocs/index.R | 8 ++ man/gofastr.Rd | 15 ++++ man/presidential_debates_2012.Rd | 24 ++++++ man/q_dtm.Rd | 32 +++++++ man/q_tdm.Rd | 32 +++++++ man/remove_stopwords.Rd | 30 +++++++ tests/testthat.R | 4 + tests/testthat/test-q_dtm.R | 7 ++ tests/testthat/test-q_tdm.R | 7 ++ tests/testthat/test-remove_stopwords.R | 7 ++ 29 files changed, 628 insertions(+) create mode 100644 .Rbuildignore create mode 100644 .gitignore create mode 100644 .travis.yml create mode 100644 DESCRIPTION create mode 100644 NAMESPACE create mode 100644 NEWS create mode 100644 R/gofastr-package.R create mode 100644 R/q_dtm.R create mode 100644 R/q_tdm.R create mode 100644 R/remove_stopwords.R create mode 100644 R/utils.R create mode 100644 README.Rmd create mode 100644 README.md create mode 100644 data/presidential_debates_2012.rda create mode 100644 inst/CITATION create mode 100644 inst/build.R create mode 100644 inst/extra_statdoc/readme.R create mode 100644 inst/gofastr_logo/r_gofastr.png create mode 100644 inst/gofastr_logo/r_gofastr.pptx create mode 100644 inst/staticdocs/index.R create mode 100644 man/gofastr.Rd create mode 100644 man/presidential_debates_2012.Rd create mode 100644 man/q_dtm.Rd create mode 100644 man/q_tdm.Rd create mode 100644 man/remove_stopwords.Rd create mode 100644 tests/testthat.R create mode 100644 tests/testthat/test-q_dtm.R create mode 100644 tests/testthat/test-q_tdm.R create mode 100644 tests/testthat/test-remove_stopwords.R diff --git a/.Rbuildignore b/.Rbuildignore new file mode 100644 index 0000000..1ecdf96 --- /dev/null +++ b/.Rbuildignore @@ -0,0 +1,21 @@ +^.*\.Rproj$ +^\.Rproj\.user$ +^\.gitignore +NEWS.md +FAQ.md +NEWS.html +FAQ.html +^\.travis\.yml$ +travis-tool.sh +inst/web +contributors.geojson +inst/build.R +^.*\.Rprofile$ +README.Rmd +README.R +travis.yml +inst/gofastr_logo +inst/staticdocs +inst/extra_statdoc +inst/maintenance.R + diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..703ed3d --- /dev/null +++ b/.gitignore @@ -0,0 +1,10 @@ +# History files +.Rhistory + +# Example code in package build process +*-Ex.R + +.Rprofile +.Rproj.user +gofastr.Rproj +inst/maintenance.R \ No newline at end of file diff --git a/.travis.yml b/.travis.yml new file mode 100644 index 0000000..fcba07e --- /dev/null +++ b/.travis.yml @@ -0,0 +1,26 @@ +language: c + +sudo: required +before_install: + - curl -OL http://raw.github.com/craigcitro/r-travis/master/scripts/travis-tool.sh + - chmod 755 ./travis-tool.sh + - ./travis-tool.sh bootstrap +install: + - sh -e /etc/init.d/xvfb start + - ./travis-tool.sh aptget_install r-cran-xml + - ./travis-tool.sh install_github hadley/devtools + - ./travis-tool.sh install_deps + - ./travis-tool.sh github_package jimhester/covr +script: ./travis-tool.sh run_tests +after_success: + - Rscript -e 'library(covr);coveralls()' +notifications: + email: + on_success: change + on_failure: change +env: + global: + - R_BUILD_ARGS="--resave-data=best" + - R_CHECK_ARGS="--as-cran" + - DISPLAY=:99.0 + - BOOTSTRAP_LATEX=1 \ No newline at end of file diff --git a/DESCRIPTION b/DESCRIPTION new file mode 100644 index 0000000..07ab97d --- /dev/null +++ b/DESCRIPTION @@ -0,0 +1,13 @@ +Package: gofastr +Title: Fast DocumentTermMatrix and TermDocumentMatric Creation +Version: 0.0.1 +Authors@R: c(person("Tyler", "Rinker", email = "tyler.rinker@gmail.com", role = c("aut", "cre"))) +Maintainer: Tyler Rinker +Description: Harness the power of 'data.table' and 'stringi' to quickly generate 'tm' DocumentTermMatrix and TermDocumentMatrix data structures. +Depends: R (>= 3.2.2) +Suggests: testthat +Imports: data.table (>= 1.9.5), slam, stringi, tm +Date: 2015-09-08 +License: GPL-2 +LazyData: TRUE +Roxygen: list(wrap = FALSE) diff --git a/NAMESPACE b/NAMESPACE new file mode 100644 index 0000000..a48314f --- /dev/null +++ b/NAMESPACE @@ -0,0 +1,8 @@ +# Generated by roxygen2 (4.1.1): do not edit by hand + +S3method(remove_stopwords,DocumentTermMatrix) +S3method(remove_stopwords,TermDocumentMatrix) +export(q_dtm) +export(q_tdm) +export(remove_stopwords) +importFrom(data.table,":=") diff --git a/NEWS b/NEWS new file mode 100644 index 0000000..dcdb2cd --- /dev/null +++ b/NEWS @@ -0,0 +1,23 @@ +NEWS +==== + +Versioning +---------- + +Releases will be numbered with the following semantic versioning format: + +.. + +And constructed with the following guidelines: + +* Breaking backward compatibility bumps the major (and resets the minor + and patch) +* New additions without breaking backward compatibility bumps the minor + (and resets the patch) +* Bug fixes and misc changes bumps the patch + + +gofastr 0.0.1 +---------------------------------------------------------------- + +This package is... diff --git a/R/gofastr-package.R b/R/gofastr-package.R new file mode 100644 index 0000000..7798254 --- /dev/null +++ b/R/gofastr-package.R @@ -0,0 +1,30 @@ +#' Fast DocumentTermMatrix and TermDocumentMatric Creation +#' +#' This package does one thing...It harness the power of \pkg{data.table} and +#' \pkg{stringi} to quickly generate \pkg{tm} \code{\link[tm]{TermDocumentMatrix}} +#' and \code{\link[tm]{DocumentTermMatrix}} data structures without creating a +#' \code{\link[tm]{Corpus}} first. +#' @docType package +#' @name gofastr +#' @aliases gofastr package-gofastr +NULL + +#' 2012 U.S. Presidential Debates +#' +#' A dataset containing a cleaned version of all three presidential debates for +#' the 2012 election. +#' +#' @details +#' \itemize{ +#' \item person. The speaker +#' \item tot. Turn of talk +#' \item dialogue. The words spoken +#' \item time. Variable indicating which of the three debates the dialogue is from +#' } +#' +#' @docType data +#' @keywords datasets +#' @name presidential_debates_2012 +#' @usage data(presidential_debates_2012) +#' @format A data frame with 2912 rows and 4 variables +NULL diff --git a/R/q_dtm.R b/R/q_dtm.R new file mode 100644 index 0000000..5733b30 --- /dev/null +++ b/R/q_dtm.R @@ -0,0 +1,27 @@ +#' Quick DocumentTermMatrix +#' +#' Make a \code{\link[tm]{DocumentTermMatrix}} from a vector of text and and +#' optional vector of documents. +#' +#' @param text A vector of strings. +#' @param docs An optional vector of document names. +#' @param weighting A \pkg{tm} weighting: \code{\link[tm]{weightTf}}, +#' \code{\link[tm]{weightTfIdf}}, \code{\link[tm]{weightBin}}, or +#' \code{\link[tm]{weightSMART}}. +#' @param \ldots Additional arguments passed to \code{\link[tm]{as.DocumentTermMatrix}}. +#' @return Returns a \code{\link[tm]{DocumentTermMatrix}}. +#' @keywords dtm DocumentTermMatrix +#' @export +#' @importFrom data.table := +#' @examples +#' with(presidential_debates_2012, q_dtm(dialogue, paste(time, tot, sep = "_"))) +q_dtm <- function(text, docs = seq_along(text), weighting = tm::weightTf, ...){ + . <- x <- y <- NULL + dat <- data.table::data.table(y = stringi::stri_trans_tolower(text), x = docs)[, + y := stringi::stri_extract_all_words(y)][, .(y = unlist(y)), by = x][!is.na(y),] + out <- suppressMessages(data.table::dcast(dat, x ~ y, fun=length, drop=FALSE, fill=0)) + out2 <- as.matrix(out[, -1, with = FALSE]) + row.names(out2) <- out[[1]] + tm::as.DocumentTermMatrix(slam::as.simple_triplet_matrix(out2), weighting = weighting, ...) +} + diff --git a/R/q_tdm.R b/R/q_tdm.R new file mode 100644 index 0000000..0076159 --- /dev/null +++ b/R/q_tdm.R @@ -0,0 +1,27 @@ +#' Quick TermDocumentMatrix +#' +#' Make a \code{\link[tm]{TermDocumentMatrix}} from a vector of text and and +#' optional vector of documents. +#' +#' @param text A vector of strings. +#' @param docs An optional vector of document names. +#' @param weighting A \pkg{tm} weighting: \code{\link[tm]{weightTf}}, +#' \code{\link[tm]{weightTfIdf}}, \code{\link[tm]{weightBin}}, or +#' \code{\link[tm]{weightSMART}}. +#' @param \ldots Additional arguments passed to \code{\link[tm]{as.TermDocumentMatrix}}. +#' @return Returns a \code{\link[tm]{TermDocumentMatrix}}. +#' @keywords tdm TermDocumentMatrix +#' @importFrom data.table := +#' @export +#' @examples +#' with(presidential_debates_2012, q_tdm(dialogue, paste(time, tot, sep = "_"))) +q_tdm <- function(text, docs = seq_along(text), weighting = tm::weightTf, ...){ + . <- x <- y <- NULL + dat <- data.table::data.table(y = stringi::stri_trans_tolower(text), x = docs)[, + y := stringi::stri_extract_all_words(y)][, .(y = unlist(y)), by = x][!is.na(y),] + out <- suppressMessages(data.table::dcast(dat, y~x, fun=length, drop=FALSE, fill=0)) + out2 <- as.matrix(out[, -1, with = FALSE]) + row.names(out2) <- out[[1]] + tm::as.TermDocumentMatrix(slam::as.simple_triplet_matrix(out2), weighting = weighting, ...) +} + diff --git a/R/remove_stopwords.R b/R/remove_stopwords.R new file mode 100644 index 0000000..6e98a0c --- /dev/null +++ b/R/remove_stopwords.R @@ -0,0 +1,47 @@ +#' Remove Stopwords from a TermDocumentMatrix/DocumentTermMatrix +#' +#' Remove stopwords and < nchar words from a \code{\link[tm]{TermDocumentMatrix}} +#' or \code{\link[tm]{DocumentTermMatrix}}. +#' +#' @param x A \code{\link[tm]{TermDocumentMatrix}} or \code{\link[tm]{DocumentTermMatrix}}. +#' @param stopwords A vector of stopwords to remove. +#' @param min.char The minial length character for retained words. +#' @return Returns a \code{\link[tm]{TermDocumentMatrix}} or \code{\link[tm]{DocumentTermMatrix}}. +#' @keywords stopwords +#' @export +#' @examples +#' (x <-with(presidential_debates_2012, q_dtm(dialogue, paste(time, tot, sep = "_")))) +#' remove_stopwords(x) +#' (y <- with(presidential_debates_2012, q_tdm(dialogue, paste(time, tot, sep = "_")))) +#' remove_stopwords(y) +remove_stopwords <- function(x, stopwords = tm::stopwords("english"), min.char = 3) { + UseMethod("remove_stopwords") +} + +#' @export +#' @method remove_stopwords TermDocumentMatrix +remove_stopwords.TermDocumentMatrix <- function(x, stopwords = tm::stopwords("english"), min.char = 3) { + + if (!is.null(stopwords)){ + x <- x[!rownames(x) %in% stopwords, ] + } + if (!is.null(min.char)){ + x <- x[nchar(rownames(x)) > min.char - 1, ] + } + x +} + +#' @export +#' @method remove_stopwords DocumentTermMatrix +remove_stopwords.DocumentTermMatrix <- function(x, stopwords = tm::stopwords("english"), min.char = 3) { + + if (!is.null(stopwords)){ + x <- x[, !colnames(x) %in% stopwords] + } + if (!is.null(min.char)){ + x <- x[, nchar(colnames(x)) > min.char - 1] + } + x +} + + diff --git a/R/utils.R b/R/utils.R new file mode 100644 index 0000000..e69de29 diff --git a/README.Rmd b/README.Rmd new file mode 100644 index 0000000..246b49d --- /dev/null +++ b/README.Rmd @@ -0,0 +1,64 @@ +--- +title: "gofastr" +date: "`r format(Sys.time(), '%d %B, %Y')`" +output: + md_document: + toc: true +--- + +```{r, echo=FALSE} +desc <- suppressWarnings(readLines("DESCRIPTION")) +regex <- "(^Version:\\s+)(\\d+\\.\\d+\\.\\d+)" +loc <- grep(regex, desc) +ver <- gsub(regex, "\\2", desc[loc]) +verbadge <- sprintf('Version

', ver, ver) +```` + +[![Build Status](https://travis-ci.org/trinker/gofastr.svg?branch=master)](https://travis-ci.org/trinker/gofastr) +[![Coverage Status](https://coveralls.io/repos/trinker/gofastr/badge.svg?branch=master)](https://coveralls.io/r/trinker/gofastr?branch=master) +`r verbadge` + +readability Logo + + +**gofastr** is designed to do one thing really well...It harnesses the power of **data.table** and **stringi** to quickly generate **tm** `DocumentTermMatrix` and `TermDocumentMatrix` data structures. + +In my work I often get data in the form of large .csv files. The `Corpus` structure is an unnecessary step that requires additional run time. **gofastr** skips this step and uses **data.table** and **stringi** to quickly make the `DocumentTermMatrix` and `TermDocumentMatrix` data structures directly. + +There are three functions: + +| Function | Description | +|--------------------|-------------------------------------------------------| +| `q_tdm` | `TermDocumentMatrix` from string vector | +| `q_dtm` | `DocumentTermMatrix` from string vector | +| `remove_stopwords` | Remove stopwords and minimal character words from `TermDocumentMatrix`/`DocumentTermMatrix` | + + +# Installation + +To download the development version of **gofastr**: + +Download the [zip ball](https://github.com/trinker/gofastr/zipball/master) or [tar ball](https://github.com/trinker/gofastr/tarball/master), decompress and run `R CMD INSTALL` on it, or use the **pacman** package to install the development version: + +```r +if (!require("pacman")) install.packages("pacman") +pacman::p_load_gh("trinker/gofastr") +``` + +# Contact + +You are welcome to: +* submit suggestions and bug-reports at: +* send a pull request on: +* compose a friendly e-mail to: + + +# Examples + +```{r} +library(gofastr) +(x <-with(presidential_debates_2012, q_dtm(dialogue, paste(time, tot, sep = "_")))) +remove_stopwords(x) +(y <- with(presidential_debates_2012, q_tdm(dialogue, paste(time, tot, sep = "_")))) +remove_stopwords(y) +``` diff --git a/README.md b/README.md new file mode 100644 index 0000000..d98aac3 --- /dev/null +++ b/README.md @@ -0,0 +1,114 @@ +gofastr +============ + + +[![Build +Status](https://travis-ci.org/trinker/gofastr.svg?branch=master)](https://travis-ci.org/trinker/gofastr) +[![Coverage +Status](https://coveralls.io/repos/trinker/gofastr/badge.svg?branch=master)](https://coveralls.io/r/trinker/gofastr?branch=master) +Version +

+readability Logo + +**gofastr** is designed to do one thing really well...It harnesses the +power of **data.table** and **stringi** to quickly generate **tm** +`DocumentTermMatrix` and `TermDocumentMatrix` data structures. + +In my work I often get data in the form of large .csv files. The +`Corpus` structure is an unnecessary step that requires additional run +time. **gofastr** skips this step and uses **data.table** and +**stringi** to quickly make the `DocumentTermMatrix` and +`TermDocumentMatrix` data structures directly. + +There are three functions: + + + + + + + + + + + + + + + + + + + + + + +
FunctionDescription
q_tdmTermDocumentMatrix from string vector
q_dtmDocumentTermMatrix from string vector
remove_stopwordsRemove stopwords and minimal character words from TermDocumentMatrix/DocumentTermMatrix
+ + +Table of Contents +============ + +- [Installation](#installation) +- [Contact](#contact) +- [Examples](#examples) + +Installation +============ + + +To download the development version of **gofastr**: + +Download the [zip +ball](https://github.com/trinker/gofastr/zipball/master) or [tar +ball](https://github.com/trinker/gofastr/tarball/master), decompress and +run `R CMD INSTALL` on it, or use the **pacman** package to install the +development version: + + if (!require("pacman")) install.packages("pacman") + pacman::p_load_gh("trinker/gofastr") + +Contact +======= + +You are welcome to: +* submit suggestions and bug-reports at: +* send a pull request on: +* compose a friendly e-mail to: + + +Examples +======== + + library(gofastr) + (x <-with(presidential_debates_2012, q_dtm(dialogue, paste(time, tot, sep = "_")))) + + ## <> + ## Non-/sparse entries: 37836/9763044 + ## Sparsity : 100% + ## Maximal term length: 16 + ## Weighting : term frequency (tf) + + remove_stopwords(x) + + ## 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gofastr is a...

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diff --git a/man/gofastr.Rd b/man/gofastr.Rd new file mode 100644 index 0000000..e8588be --- /dev/null +++ b/man/gofastr.Rd @@ -0,0 +1,15 @@ +% Generated by roxygen2 (4.1.1): do not edit by hand +% Please edit documentation in R/gofastr-package.R +\docType{package} +\name{gofastr} +\alias{gofastr} +\alias{gofastr-package} +\alias{package-gofastr} +\title{Fast DocumentTermMatrix and TermDocumentMatric Creation} +\description{ +This package does one thing...It harness the power of \pkg{data.table} and +\pkg{stringi} to quickly generate \pkg{tm} \code{\link[tm]{TermDocumentMatrix}} +and \code{\link[tm]{DocumentTermMatrix}} data structures without creating a +\code{\link[tm]{Corpus}} first. +} + diff --git a/man/presidential_debates_2012.Rd b/man/presidential_debates_2012.Rd new file mode 100644 index 0000000..cd26c63 --- /dev/null +++ b/man/presidential_debates_2012.Rd @@ -0,0 +1,24 @@ +% Generated by roxygen2 (4.1.1): do not edit by hand +% Please edit documentation in R/gofastr-package.R +\docType{data} +\name{presidential_debates_2012} +\alias{presidential_debates_2012} +\title{2012 U.S. Presidential Debates} +\format{A data frame with 2912 rows and 4 variables} +\usage{ +data(presidential_debates_2012) +} +\description{ +A dataset containing a cleaned version of all three presidential debates for +the 2012 election. +} +\details{ +\itemize{ + \item person. The speaker + \item tot. Turn of talk + \item dialogue. The words spoken + \item time. Variable indicating which of the three debates the dialogue is from +} +} +\keyword{datasets} + diff --git a/man/q_dtm.Rd b/man/q_dtm.Rd new file mode 100644 index 0000000..69b74eb --- /dev/null +++ b/man/q_dtm.Rd @@ -0,0 +1,32 @@ +% Generated by roxygen2 (4.1.1): do not edit by hand +% Please edit documentation in R/q_dtm.R +\name{q_dtm} +\alias{q_dtm} +\title{Quick DocumentTermMatrix} +\usage{ +q_dtm(text, docs = seq_along(text), weighting = tm::weightTf, ...) +} +\arguments{ +\item{text}{A vector of strings.} + +\item{docs}{An optional vector of document names.} + +\item{weighting}{A \pkg{tm} weighting: \code{\link[tm]{weightTf}}, +\code{\link[tm]{weightTfIdf}}, \code{\link[tm]{weightBin}}, or +\code{\link[tm]{weightSMART}}.} + +\item{\ldots}{Additional arguments passed to \code{\link[tm]{as.DocumentTermMatrix}}.} +} +\value{ +Returns a \code{\link[tm]{DocumentTermMatrix}}. +} +\description{ +Make a \code{\link[tm]{DocumentTermMatrix}} from a vector of text and and +optional vector of documents. +} +\examples{ +with(presidential_debates_2012, q_dtm(dialogue, paste(time, tot, sep = "_"))) +} +\keyword{DocumentTermMatrix} +\keyword{dtm} + diff --git a/man/q_tdm.Rd b/man/q_tdm.Rd new file mode 100644 index 0000000..c448b2d --- /dev/null +++ b/man/q_tdm.Rd @@ -0,0 +1,32 @@ +% Generated by roxygen2 (4.1.1): do not edit by hand +% Please edit documentation in R/q_tdm.R +\name{q_tdm} +\alias{q_tdm} +\title{Quick TermDocumentMatrix} +\usage{ +q_tdm(text, docs = seq_along(text), weighting = tm::weightTf, ...) +} +\arguments{ +\item{text}{A vector of strings.} + +\item{docs}{An optional vector of document names.} + +\item{weighting}{A \pkg{tm} weighting: \code{\link[tm]{weightTf}}, +\code{\link[tm]{weightTfIdf}}, \code{\link[tm]{weightBin}}, or +\code{\link[tm]{weightSMART}}.} + +\item{\ldots}{Additional arguments passed to \code{\link[tm]{as.TermDocumentMatrix}}.} +} +\value{ +Returns a \code{\link[tm]{TermDocumentMatrix}}. +} +\description{ +Make a \code{\link[tm]{TermDocumentMatrix}} from a vector of text and and +optional vector of documents. +} +\examples{ +with(presidential_debates_2012, q_tdm(dialogue, paste(time, tot, sep = "_"))) +} +\keyword{TermDocumentMatrix} +\keyword{tdm} + diff --git a/man/remove_stopwords.Rd b/man/remove_stopwords.Rd new file mode 100644 index 0000000..09d3baf --- /dev/null +++ b/man/remove_stopwords.Rd @@ -0,0 +1,30 @@ +% Generated by roxygen2 (4.1.1): do not edit by hand +% Please edit documentation in R/remove_stopwords.R +\name{remove_stopwords} +\alias{remove_stopwords} +\title{Remove Stopwords from a TermDocumentMatrix/DocumentTermMatrix} +\usage{ +remove_stopwords(x, stopwords = tm::stopwords("english"), min.char = 3) +} +\arguments{ +\item{x}{A \code{\link[tm]{TermDocumentMatrix}} or \code{\link[tm]{DocumentTermMatrix}}.} + +\item{stopwords}{A vector of stopwords to remove.} + +\item{min.char}{The minial length character for retained words.} +} +\value{ +Returns a \code{\link[tm]{TermDocumentMatrix}} or \code{\link[tm]{DocumentTermMatrix}}. +} +\description{ +Remove stopwords and < nchar words from a \code{\link[tm]{TermDocumentMatrix}} +or \code{\link[tm]{DocumentTermMatrix}}. +} +\examples{ +(x <-with(presidential_debates_2012, q_dtm(dialogue, paste(time, tot, sep = "_")))) +remove_stopwords(x) +(y <- with(presidential_debates_2012, q_tdm(dialogue, paste(time, tot, sep = "_")))) +remove_stopwords(y) +} +\keyword{stopwords} + diff --git a/tests/testthat.R b/tests/testthat.R new file mode 100644 index 0000000..d5a85fd --- /dev/null +++ b/tests/testthat.R @@ -0,0 +1,4 @@ +library("testthat") +library("gofastr") + +test_check("gofastr") \ No newline at end of file diff --git a/tests/testthat/test-q_dtm.R b/tests/testthat/test-q_dtm.R new file mode 100644 index 0000000..d71b023 --- /dev/null +++ b/tests/testthat/test-q_dtm.R @@ -0,0 +1,7 @@ +context("Checking q_dtm") + +test_that("q_dtm ...",{ + + +}) + diff --git a/tests/testthat/test-q_tdm.R b/tests/testthat/test-q_tdm.R new file mode 100644 index 0000000..91bb367 --- /dev/null +++ b/tests/testthat/test-q_tdm.R @@ -0,0 +1,7 @@ +context("Checking q_tdm") + +test_that("q_tdm ...",{ + + +}) + diff --git a/tests/testthat/test-remove_stopwords.R b/tests/testthat/test-remove_stopwords.R new file mode 100644 index 0000000..871146e --- /dev/null +++ b/tests/testthat/test-remove_stopwords.R @@ -0,0 +1,7 @@ +context("Checking remove_stopwords") + +test_that("remove_stopwords ...",{ + + +}) +