Package 'R.filesets' reference manual

Title:	Easy Handling of and Access to Files Organized in Structured Directories
Description:	A file set refers to a set of files located in one or more directories on the file system. This package provides classes and methods to locate, setup, subset, navigate and iterate such sets. The API is designed such that these classes can be extended via inheritance to provide a richer API for special file formats. Moreover, a specific name format is defined such that filenames and directories can be considered to have full names which consists of a name followed by comma-separated tags. This adds additional flexibility to identify file sets and individual files. NOTE: This package's API should be considered to be in an beta stage. Its main purpose is currently to support the aroma.* packages, where it is one of the main core components; if you decide to build on top of this package, please contact the author first.
Authors:	Henrik Bengtsson [aut, cre, cph]
Maintainer:	Henrik Bengtsson <[email protected]>
License:	LGPL (>= 2.1)
Version:	2.15.1
Built:	2024-11-14 06:14:45 UTC
Source:	https://github.com/HenrikBengtsson/R.filesets

Package R.filesets

Description

A file set refers to a set of files located in one or more directories on the file system. This package provides classes and methods to locate, setup, subset, navigate and iterate such sets. The API is designed such that these classes can be extended via inheritance to provide a richer API for special file formats. Moreover, a specific name format is defined such that filenames and directories can be considered to have full names which consists of a name followed by comma-separated tags. This adds additional flexibility to identify file sets and individual files. NOTE: This package's API should be considered to be in an beta stage. Its main purpose is currently to support the aroma.* packages, where it is one of the main core components; if you decide to build on top of this package, please contact the author first.

This package should be considered to be in an alpha or beta phase. You should expect the API to be changing over time.

Installation

To install this package, call install.packages("R.filesets").

To get started

To get started, see:

GenericDataFileSet
TabularTextFile

How to cite this package

Please cite references [1] when using this package.

License

The releases of this package is licensed under LGPL version 2.1 or newer.

The development code of the packages is under a private licence (where applicable) and patches sent to the author fall under the latter license, but will be, if incorporated, released under the "release" license above.

Author(s)

Henrik Bengtsson

References

[1] H. Bengtsson, The R.oo package - Object-Oriented Programming with References Using Standard R Code, In Kurt Hornik, Friedrich Leisch and Achim Zeileis, editors, Proceedings of the 3rd International Workshop on Distributed Statistical Computing (DSC 2003), March 20-22, Vienna, Austria. https://www.r-project.org/conferences/DSC-2003/Proceedings/

The ChecksumFile class

Description

Package: R.filesets
Class ChecksumFile

Object
~~|
~~+--FullNameInterface
~~~~~~~|
~~~~~~~+--GenericDataFile
~~~~~~~~~~~~|
~~~~~~~~~~~~+--ChecksumFile

Directly known subclasses:

public abstract static class ChecksumFile
extends GenericDataFile

A ChecksumFile is an object referring to a file that contains a checksum for a corresponding "main" file.

Usage

ChecksumFile(...)
ChecksumFile(...)

Arguments

...

Arguments passed to GenericDataFile.

Fields and Methods

Methods:

	`create`	-
	`getChecksum`	-
	`isOld`	-
	`readChecksum`	Reads the checksum value.
	`validate`	Asserts that the checksum matches the checksum of file.

Methods inherited from GenericDataFile:
as.character, clone, compareChecksum, copyTo, equals, fromFile, getAttribute, getAttributes, getChecksum, getChecksumFile, getCreatedOn, getDefaultFullName, getExtension, getExtensionPattern, getFileSize, getFileType, getFilename, getFilenameExtension, getLastAccessedOn, getLastModifiedOn, getOutputExtension, getPath, getPathname, gunzip, gzip, hasBeenModified, is.na, isFile, isGzipped, linkTo, readChecksum, renameTo, renameToUpperCaseExt, setAttribute, setAttributes, setAttributesBy, setAttributesByTags, setExtensionPattern, testAttributes, validate, validateChecksum, writeChecksum

Methods inherited from FullNameInterface:
appendFullNameTranslator, appendFullNameTranslatorByNULL, appendFullNameTranslatorByTabularTextFile, appendFullNameTranslatorByTabularTextFileSet, appendFullNameTranslatorBycharacter, appendFullNameTranslatorBydata.frame, appendFullNameTranslatorByfunction, appendFullNameTranslatorBylist, clearFullNameTranslator, clearListOfFullNameTranslators, getDefaultFullName, getFullName, getFullNameTranslator, getListOfFullNameTranslators, getName, getTags, hasTag, hasTags, resetFullName, setFullName, setFullNameTranslator, setListOfFullNameTranslators, setName, setTags, updateFullName

Methods inherited from Object:
$, $<-, [[, [[<-, as.character, attach, attachLocally, clearCache, clearLookupCache, clone, detach, equals, extend, finalize, getEnvironment, getFieldModifier, getFieldModifiers, getFields, getInstantiationTime, getStaticInstance, hasField, hashCode, ll, load, names, objectSize, print, save

Author(s)

Henrik Bengtsson

The ChecksumFileSet class

Description

Package: R.filesets
Class ChecksumFileSet

Object
~~|
~~+--FullNameInterface
~~~~~~~|
~~~~~~~+--GenericDataFileSet
~~~~~~~~~~~~|
~~~~~~~~~~~~+--ChecksumFileSet

Directly known subclasses:

public static class ChecksumFileSet
extends GenericDataFileSet

An ChecksumFileSet object represents a set of ChecksumFiles.

Usage

ChecksumFileSet(...)
ChecksumFileSet(...)

Arguments

...

Arguments passed to GenericDataFileSet.

Fields and Methods

Methods:

	`readChecksums`	-
	`validate`	-

Methods inherited from GenericDataFileSet:
[, [[, anyDuplicated, anyNA, append, appendFiles, appendFullNamesTranslator, appendFullNamesTranslatorByNULL, appendFullNamesTranslatorByTabularTextFile, appendFullNamesTranslatorByTabularTextFileSet, appendFullNamesTranslatorBydata.frame, appendFullNamesTranslatorByfunction, appendFullNamesTranslatorBylist, as.character, as.list, byName, byPath, c, clearCache, clearFullNamesTranslator, clone, copyTo, dsApplyInPairs, duplicated, equals, extract, findByName, findDuplicated, getChecksum, getChecksumFileSet, getChecksumObjects, getDefaultFullName, getFile, getFileClass, getFileSize, getFiles, getFullNames, getNames, getOneFile, getPath, getPathnames, getSubdirs, gunzip, gzip, hasFile, indexOf, is.na, names, nbrOfFiles, rep, resetFullNames, setFullNamesTranslator, sortBy, unique, update2, updateFullName, updateFullNames, validate

Author(s)

Henrik Bengtsson

The ColumnNamesInterface class interface

Description

Package: R.filesets
Class ColumnNamesInterface

Interface
~~|
~~+--ColumnNamesInterface

Directly known subclasses:
GenericTabularFile, TabularTextFile

public abstract class ColumnNamesInterface
extends Interface

Usage

ColumnNamesInterface(...)
ColumnNamesInterface(...)

Arguments

...

Not used.

Fields and Methods

Methods:

	`clearColumnNamesTranslator`	-
	`getColumnNames`	Gets the column names.
	`nbrOfColumns`	Gets the number of columns.
	`setColumnNames`	Sets the column names.
	`setColumnNamesTranslator`	-

Methods inherited from Interface:
extend, print, uses

Author(s)

Henrik Bengtsson

The FullNameInterface class interface

Description

Package: R.filesets
Class FullNameInterface

Interface
~~|
~~+--FullNameInterface

Directly known subclasses:
ChecksumFile, ChecksumFileSet, GenericDataFile, GenericDataFileSet, GenericDataFileSetList, GenericTabularFile, GenericTabularFileSet, RDataFile, RDataFileSet, RdsFile, RdsFileSet, TabularTextFile, TabularTextFileSet

public abstract class FullNameInterface
extends Interface

Usage

FullNameInterface(...)
FullNameInterface(...)

Arguments

...

Not used.

Details

The full name consists of a name followed by optional comma-separated tags. For instance, the full name of foo,a.2,b has name foo with tags a.2 and b.

Fields and Methods

Methods:

	`appendFullNameTranslator`	-
	`clearFullNameTranslator`	-
	`getFullName`	Gets the full name.
	`getName`	Gets the name.
	`getTags`	Gets the tags.
	`hasTag`	-
	`hasTags`	Checks whether the fullname contains a given set of tag(s).
	`setFullName`	Sets the full name.
	`setFullNameTranslator`	-
	`setName`	Sets the name part of the fullname.
	`setTags`	Sets the tags.

Methods inherited from Interface:
extend, print, uses

Author(s)

Henrik Bengtsson

Examples

# Setup a file set
path <- system.file("R", package="R.filesets")
ds <- GenericDataFileSet$byPath(path)

# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
# Data set
# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
cat("Path of data set:\n")
print(getPath(ds))

cat("Fullname of data set:\n")
print(getFullName(ds))


# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
# Data files
# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
cat("Pathnames:\n")
print(getPathnames(ds))

cat("Filenames:\n")
print(sapply(ds, getFilename))

cat("Default fullnames:\n")
print(getFullNames(ds))

cat("Extensions:\n")
print(sapply(ds, getExtension))


# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
# Translation of data file names
# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
# Translate fullnames to lower case
setFullNamesTranslator(ds, function(names, ...) tolower(names))
cat("Lower-case fullnames:\n")
print(getFullNames(ds))

# Append a translator that reverse the order of the letters
revStr <- function(names, ...) {
  names <- strsplit(names, split="", fixed=TRUE)
  names <- lapply(names, FUN=rev)
  names <- sapply(names, FUN=paste, collapse="")
  names
}
appendFullNamesTranslator(ds, revStr)
cat("Reversed lower-case fullnames:\n")
fn3 <- getFullNames(ds)
print(fn3)


# Alternative for setting up a sequence of translators
setFullNamesTranslator(ds, list(function(names, ...) tolower(names), revStr))
cat("Reversed lower-case fullnames:\n")
fn3b <- getFullNames(ds)
print(fn3b)
stopifnot(identical(fn3b, fn3))

# Reset
clearFullNamesTranslator(ds)
cat("Default fullnames (after resetting):\n")
print(getFullNames(ds))
# Setup a file set
path <- system.file("R", package="R.filesets")
ds <- GenericDataFileSet$byPath(path)

# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
# Data set
# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
cat("Path of data set:\n")
print(getPath(ds))

cat("Fullname of data set:\n")
print(getFullName(ds))


# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
# Data files
# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
cat("Pathnames:\n")
print(getPathnames(ds))

cat("Filenames:\n")
print(sapply(ds, getFilename))

cat("Default fullnames:\n")
print(getFullNames(ds))

cat("Extensions:\n")
print(sapply(ds, getExtension))


# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
# Translation of data file names
# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
# Translate fullnames to lower case
setFullNamesTranslator(ds, function(names, ...) tolower(names))
cat("Lower-case fullnames:\n")
print(getFullNames(ds))

# Append a translator that reverse the order of the letters
revStr <- function(names, ...) {
  names <- strsplit(names, split="", fixed=TRUE)
  names <- lapply(names, FUN=rev)
  names <- sapply(names, FUN=paste, collapse="")
  names
}
appendFullNamesTranslator(ds, revStr)
cat("Reversed lower-case fullnames:\n")
fn3 <- getFullNames(ds)
print(fn3)


# Alternative for setting up a sequence of translators
setFullNamesTranslator(ds, list(function(names, ...) tolower(names), revStr))
cat("Reversed lower-case fullnames:\n")
fn3b <- getFullNames(ds)
print(fn3b)
stopifnot(identical(fn3b, fn3))

# Reset
clearFullNamesTranslator(ds)
cat("Default fullnames (after resetting):\n")
print(getFullNames(ds))

The abstract GenericDataFile class

Description

Package: R.filesets
Class GenericDataFile

Object
~~|
~~+--FullNameInterface
~~~~~~~|
~~~~~~~+--GenericDataFile

Directly known subclasses:
ChecksumFile, GenericTabularFile, RDataFile, RdsFile, TabularTextFile

public abstract static class GenericDataFile
extends FullNameInterface

A GenericDataFile is an object referring to a data file on a file system. Note that this class is abstract and can not be instantiated, but instead you have to use one of the subclasses or the generic *fromFile() method.

Usage

GenericDataFile(filename=NULL, path=NULL, mustExist=!is.na(filename), ...,
  .onUnknownArgs=c("error", "warning", "ignore"))
GenericDataFile(filename=NULL, path=NULL, mustExist=!is.na(filename), ...,
  .onUnknownArgs=c("error", "warning", "ignore"))

Arguments

`filename`	The filename of the file.
`path`	An optional path to the file.
`mustExist`	If `TRUE`, an exception is thrown if the file does not exists, otherwise not.
`...`	Not used.
`.onUnknownArgs`	A `character` string specifying what should occur if there are unknown arguments in `...`.

Fields and Methods

Methods:

	`compareChecksum`	Compares the file checksum with the value of the checksum file.
	`equals`	Checks if a file equals another.
	`getChecksum`	Gets the checksum of a file.
	`getChecksumFile`	-
	`getExtension`	Gets the filename extension.
	`getFileSize`	Gets the size of a file.
	`getFileType`	Gets the file type of a file.
	`getFilename`	Gets the filename of the file.
	`getPath`	Gets the path (directory) of the file.
	`getPathname`	Gets the pathname of the file.
	`is.na`	-
	`isFile`	Checks if this is an existing file.
	`validateChecksum`	Asserts that the file checksum matches the one of the checksum file.
	`writeChecksum`	Write the file checksum to a checksum file.

Filename convention

The filename of an GenericDataFile is structured as follows:

filename: : "sample001,a,b,c.CEL" (this follows the R convention, but not the Unix convention)
fullname: : "sample001,a,b,c"
name: : "sample001"
tags: : c("a", "b", "c")
extension: : "CEL"

Author(s)

Henrik Bengtsson

The GenericDataFileSet class

Description

Package: R.filesets
Class GenericDataFileSet

Object
~~|
~~+--FullNameInterface
~~~~~~~|
~~~~~~~+--GenericDataFileSet

Directly known subclasses:
ChecksumFileSet, GenericTabularFileSet, RDataFileSet, RdsFileSet, TabularTextFileSet

public static class GenericDataFileSet
extends FullNameInterface

A GenericDataFileSet object represents a set of GenericDataFiles.

Usage

GenericDataFileSet(files=NULL, tags="*", depth=NULL, ...,
  .onUnknownArgs=c("error", "warning", "ignore"))
GenericDataFileSet(files=NULL, tags="*", depth=NULL, ...,
  .onUnknownArgs=c("error", "warning", "ignore"))

Arguments

`files`	A `list` of `GenericDataFile`:s or a `GenericDataFileSet`.
`tags`	A `character` `vector` of tags to be used for this file set. The string `"*"` indicates that it should be replaced by the tags part of the file set pathname.
`depth`	An non-negative `integer`.
`...`	Not used.
`.onUnknownArgs`	A `character` string specifying what should occur if there are unknown arguments in `...`.

Fields and Methods

Methods:

	`anyDuplicated`	-
	`anyNA`	-
	`append`	-
	`appendFiles`	-
	`as.list`	-
	`byName`	-
	`byPath`	-
	`duplicated`	-
	`equals`	-
	`extract`	-
	`getChecksum`	-
	`getChecksumFileSet`	-
	`getDefaultFullName`	-
	`getFile`	-
	`getFileClass`	-
	`getFileSize`	-
	`getFullNames`	-
	`getNames`	-
	`getOneFile`	-
	`getPath`	-
	`getPathnames`	-
	`gunzip`	-
	`gzip`	-
	`hasFile`	-
	`indexOf`	-
	`is.na`	-
	`sortBy`	-
	`unique`	-
	`validate`	-

Author(s)

Henrik Bengtsson

Examples

# Setup a file set
path <- system.file(package="R.filesets")
ds <- GenericDataFileSet$byPath(path)

# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
# Data set
# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
cat("Path of data set:\n")
print(getPath(ds))

cat("Fullname of data set:\n")
print(getFullName(ds))


# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
# Data files
# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
cat("Pathnames:\n")
print(getPathnames(ds))

cat("Filenames:\n")
print(sapply(ds, getFilename))

cat("Extensions:\n")
print(sapply(ds, getExtension))


# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
# Subsetting
# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
n <- length(ds)
ds2 <- extract(ds, 1:n)
print(ds2)

ds3 <- extract(ds, n:1)
print(ds3)

stopifnot(identical(rev(getPathnames(ds3)), getPathnames(ds2)))

idxs <- c(1,2,NA,n,NA)
ds4 <- extract(ds, idxs, onMissing="NA")
print(ds4)
print(getFullNames(ds4))
print(getFiles(ds4))

stopifnot(identical(is.na(idxs), unname(is.na(getPathnames(ds4)))))
# Setup a file set
path <- system.file(package="R.filesets")
ds <- GenericDataFileSet$byPath(path)

# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
# Data set
# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
cat("Path of data set:\n")
print(getPath(ds))

cat("Fullname of data set:\n")
print(getFullName(ds))


# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
# Data files
# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
cat("Pathnames:\n")
print(getPathnames(ds))

cat("Filenames:\n")
print(sapply(ds, getFilename))

cat("Extensions:\n")
print(sapply(ds, getExtension))


# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
# Subsetting
# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
n <- length(ds)
ds2 <- extract(ds, 1:n)
print(ds2)

ds3 <- extract(ds, n:1)
print(ds3)

stopifnot(identical(rev(getPathnames(ds3)), getPathnames(ds2)))

idxs <- c(1,2,NA,n,NA)
ds4 <- extract(ds, idxs, onMissing="NA")
print(ds4)
print(getFullNames(ds4))
print(getFiles(ds4))

stopifnot(identical(is.na(idxs), unname(is.na(getPathnames(ds4)))))

The GenericDataFileSetList class

Description

Package: R.filesets
Class GenericDataFileSetList

Object
~~|
~~+--FullNameInterface
~~~~~~~|
~~~~~~~+--GenericDataFileSetList

Directly known subclasses:

public static class GenericDataFileSetList
extends FullNameInterface

A GenericDataFileSetList object represents a list of GenericDataFileSets.

Usage

GenericDataFileSetList(dsList=list(), tags="*", ..., allowDuplicates=TRUE,
  .setClass="GenericDataFileSet")
GenericDataFileSetList(dsList=list(), tags="*", ..., allowDuplicates=TRUE,
  .setClass="GenericDataFileSet")

Arguments

`dsList`	A single or a `list` of `GenericDataFileSet`:s.
`tags`	A `character` `vector` of tags.
`...`	Not used.
`allowDuplicates`	If `FALSE`, files with duplicated names are not allowed and an exception is thrown, otherwise not.
`.setClass`	A `character` string specifying a name of the class that each data set must be an instance of.

Fields and Methods

Methods:

	`as`	-
	`as.GenericDataFileSetList`	-
	`as.list`	-
	`getFileList`	-
	`getFullNames`	-
	`getNames`	-
	`getSet`	-
	`getSets`	-
	`indexOf`	-
	`length`	-
	`nbrOfSets`	-

Author(s)

Henrik Bengtsson

Examples

# Setup a file set
path1 <- system.file(package="R.filesets")
ds1 <- GenericDataFileSet$byPath(path1)

path2 <- system.file(package="R.utils")
ds2 <- GenericDataFileSet$byPath(path2)

dsl <- GenericDataFileSetList(list(ds1, ds2), tags=c("*", "CustomTag"))
print(dsl)

df <- as.data.frame(dsl)
print(df)

print(df["DESCRIPTION","R.filesets"])

# Setup a file set
path1 <- system.file(package="R.filesets")
ds1 <- GenericDataFileSet$byPath(path1)

path2 <- system.file(package="R.utils")
ds2 <- GenericDataFileSet$byPath(path2)

dsl <- GenericDataFileSetList(list(ds1, ds2), tags=c("*", "CustomTag"))
print(dsl)

df <- as.data.frame(dsl)
print(df)

print(df["DESCRIPTION","R.filesets"])

The abstract GenericTabularFile class

Description

Package: R.filesets
Class GenericTabularFile

Object
~~|
~~+--FullNameInterface
~~~~~~~|
~~~~~~~+--GenericDataFile
~~~~~~~~~~~~|
~~~~~~~~~~~~+--ColumnNamesInterface
~~~~~~~~~~~~~~~~~|
~~~~~~~~~~~~~~~~~+--GenericTabularFile

Directly known subclasses:
TabularTextFile

public abstract static class GenericTabularFile
extends ColumnNamesInterface

A TabularTextFile is an object referring to a tabular text file on a file system containing data in a tabular format. Methods for reading all or a subset of the tabular data exist.

Usage

GenericTabularFile(..., .verify=TRUE, verbose=FALSE)
GenericTabularFile(..., .verify=TRUE, verbose=FALSE)

Arguments

`...`	Arguments passed to `GenericDataFile`.
`.verify`, `verbose`	(Internal only) If `TRUE`, the file is verified while the object is instantiated by the constructor. The verbose argument is passed to the verifier function.

Fields and Methods

Methods:

	`dim`	-
	`extractMatrix`	-
	`head`	-
	`nbrOfColumns`	-
	`nbrOfRows`	-
	`readColumns`	-
	`readDataFrame`	-
	`tail`	-
	`writeColumnsToFiles`	-

Methods inherited from ColumnNamesInterface:
appendColumnNamesTranslator, appendColumnNamesTranslatorByNULL, appendColumnNamesTranslatorBycharacter, appendColumnNamesTranslatorByfunction, appendColumnNamesTranslatorBylist, clearColumnNamesTranslator, clearListOfColumnNamesTranslators, getColumnNames, getColumnNamesTranslator, getDefaultColumnNames, getListOfColumnNamesTranslators, nbrOfColumns, setColumnNames, setColumnNamesTranslator, setListOfColumnNamesTranslators, updateColumnNames

Author(s)

Henrik Bengtsson

The GenericTabularFileSet class

Description

Package: R.filesets
Class GenericTabularFileSet

Object
~~|
~~+--FullNameInterface
~~~~~~~|
~~~~~~~+--GenericDataFileSet
~~~~~~~~~~~~|
~~~~~~~~~~~~+--GenericTabularFileSet

Directly known subclasses:
TabularTextFileSet

public static class GenericTabularFileSet
extends GenericDataFileSet

An GenericTabularFileSet object represents a set of GenericTabularFiles.

Usage

GenericTabularFileSet(...)
GenericTabularFileSet(...)

Arguments

...

Arguments passed to GenericDataFileSet.

Fields and Methods

Methods:

	`extractMatrix`	-

Author(s)

Henrik Bengtsson

Reads data from a RDS file

Description

Reads data from a RDS file.

Usage

 ## Default S3 method:
loadRDS(file, ...)
 ## S3 method for class 'RdsFile'
loadRDS(file, ...)
## Default S3 method:
loadRDS(file, ...)
 ## S3 method for class 'RdsFile'
loadRDS(file, ...)

Arguments

`file`	A `character` string, a `connection`, or an `RdsFile` specifying a RDS file/connection to be read.
`...`	Additional arguments passed to `readRDS`().

Value

Returns an R object.

Author(s)

Henrik Bengtsson

Reads data from a RDS file

Description

Reads data from a RDS file.

Usage

 ## S3 method for class 'RDataFile'
loadToEnv(file, ...)
## S3 method for class 'RDataFile'
loadToEnv(file, ...)

Arguments

`file`	A `character` string, a `connection`, or an `RDataFile` specifying an RData file to be read.
`...`	Additional arguments passed to `loadToEnv`.

Value

Returns an environment.

Author(s)

Henrik Bengtsson

The RDataFile class

Description

Package: R.filesets
Class RDataFile

Object
~~|
~~+--FullNameInterface
~~~~~~~|
~~~~~~~+--GenericDataFile
~~~~~~~~~~~~|
~~~~~~~~~~~~+--RDataFile

Directly known subclasses:

public abstract static class RDataFile
extends GenericDataFile

An RDataFile represents a binary file containing R objects saved using the save() function.

Usage

RDataFile(...)
RDataFile(...)

Arguments

...

Arguments passed to GenericDataFile.

Fields and Methods

Methods:

	`loadObject`	-
	`loadToEnv`	-

Author(s)

Henrik Bengtsson

The RDataFileSet class

Description

Package: R.filesets
Class RDataFileSet

Object
~~|
~~+--FullNameInterface
~~~~~~~|
~~~~~~~+--GenericDataFileSet
~~~~~~~~~~~~|
~~~~~~~~~~~~+--RDataFileSet

Directly known subclasses:

public static class RDataFileSet
extends GenericDataFileSet

An RDataFileSet object represents a set of RDataFile:s.

Usage

RDataFileSet(...)
RDataFileSet(...)

Arguments

...

Arguments passed to GenericDataFileSet.

Fields and Methods

Methods:

	`byPath`	-

Author(s)

Henrik Bengtsson

The RdsFile class

Description

Package: R.filesets
Class RdsFile

Object
~~|
~~+--FullNameInterface
~~~~~~~|
~~~~~~~+--GenericDataFile
~~~~~~~~~~~~|
~~~~~~~~~~~~+--RdsFile

Directly known subclasses:

public abstract static class RdsFile
extends GenericDataFile

An RdsFile represents a binary file containing an R object saved using the saveRDS() function.

Usage

RdsFile(...)
RdsFile(...)

Arguments

...

Arguments passed to GenericDataFile.

Fields and Methods

Methods:

	`loadObject`	-
	`loadRDS`	-

Author(s)

Henrik Bengtsson

The RdsFileSet class

Description

Package: R.filesets
Class RdsFileSet

Object
~~|
~~+--FullNameInterface
~~~~~~~|
~~~~~~~+--GenericDataFileSet
~~~~~~~~~~~~|
~~~~~~~~~~~~+--RdsFileSet

Directly known subclasses:

public static class RdsFileSet
extends GenericDataFileSet

An RdsFileSet object represents a set of RdsFile:s.

Usage

RdsFileSet(...)
RdsFileSet(...)

Arguments

...

Arguments passed to GenericDataFileSet.

Fields and Methods

Methods:

	`byPath`	-

Author(s)

Henrik Bengtsson

Reads data from a tabular file

Description

Reads data from a tabular file or a set of such files.

Usage

## Default S3 method:
readDataFrame(filename, path=NULL, ...)
## Default S3 method:
readDataFrame(filename, path=NULL, ...)

Arguments

`filename`, `path`	`character` `vector` specifying one or more files to be read.
`...`	Additional arguments passed to either (i) `readDataFrame` for class `TabularTextFile`, or (ii) `readDataFrame` for class `TabularTextFileSet`, depending on whether one or multiple files are read.

Details

When reading multiple files at once, first each file is read into a data.frame, and then these data.frames are (by default) merged into one data.frame using rbind(). This requires that the same set of columns are read for each file. Which columns to read can be controlled by specifying their names in argument colClasses. To change how the data.frames are merged, use argument combineBy. For more information, follow the help on the above to readDataFrame() help links.

Value

Returns a data.frame.

Author(s)

Henrik Bengtsson

Examples

path <- system.file("exData/dataSetA,original", package="R.filesets")

# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
# Example: Standard tab-delimited file with header comments
# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
pathname <- file.path(path, "fileA,20100112.dat")

# Read all data
df <- readDataFrame(pathname)
print(df)

# Read columns 'x', 'y', and 'char'
df <- readDataFrame(pathname, colClasses=c("(x|y)"="integer", "char"="character"))
print(df)


# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
# Example: Tab-delimited file with header comments but
#          also two garbage at the very beginning
# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
pathname <- file.path(path, "fileA,20130116.datx")

# Explicitly skip the two rows
df <- readDataFrame(pathname, skip=2)
print(df)


# Skip until the first data row
df <- readDataFrame(pathname, skip="^x")
print(df)


# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
# Example: Tab-delimited file without column header
# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
path <- system.file("exData/dataSetB", package="R.filesets")
pathname <- file.path(path, "fileF,noHeader.dat")

# Incorrectly assuming column header
df <- readDataFrame(pathname)
print(df)

# No column header
df <- readDataFrame(pathname, header=FALSE)
print(df)
path <- system.file("exData/dataSetA,original", package="R.filesets")

# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
# Example: Standard tab-delimited file with header comments
# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
pathname <- file.path(path, "fileA,20100112.dat")

# Read all data
df <- readDataFrame(pathname)
print(df)

# Read columns 'x', 'y', and 'char'
df <- readDataFrame(pathname, colClasses=c("(x|y)"="integer", "char"="character"))
print(df)


# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
# Example: Tab-delimited file with header comments but
#          also two garbage at the very beginning
# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
pathname <- file.path(path, "fileA,20130116.datx")

# Explicitly skip the two rows
df <- readDataFrame(pathname, skip=2)
print(df)


# Skip until the first data row
df <- readDataFrame(pathname, skip="^x")
print(df)


# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
# Example: Tab-delimited file without column header
# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
path <- system.file("exData/dataSetB", package="R.filesets")
pathname <- file.path(path, "fileF,noHeader.dat")

# Incorrectly assuming column header
df <- readDataFrame(pathname)
print(df)

# No column header
df <- readDataFrame(pathname, header=FALSE)
print(df)

The TabularTextFile class

Description

Package: R.filesets
Class TabularTextFile

Object
~~|
~~+--FullNameInterface
~~~~~~~|
~~~~~~~+--GenericDataFile
~~~~~~~~~~~~|
~~~~~~~~~~~~+--ColumnNamesInterface
~~~~~~~~~~~~~~~~~|
~~~~~~~~~~~~~~~~~+--GenericTabularFile
~~~~~~~~~~~~~~~~~~~~~~|
~~~~~~~~~~~~~~~~~~~~~~+--TabularTextFile

Directly known subclasses:

public abstract static class TabularTextFile
extends GenericTabularFile

A TabularTextFile is an object referring to a tabular text file on a file system containing data in a tabular format. Methods for reading all or a subset of the tabular data exist.

Usage

TabularTextFile(..., sep=c("\t", ","), quote="\"", fill=FALSE, skip=0L, columnNames=NA,
  commentChar="#", .verify=TRUE, verbose=FALSE)
TabularTextFile(..., sep=c("\t", ","), quote="\"", fill=FALSE, skip=0L, columnNames=NA,
  commentChar="#", .verify=TRUE, verbose=FALSE)

Arguments

`...`	Arguments passed to `GenericTabularFile`.
`sep`	A `character` specifying the symbol used to separate the cell entries. If more than one symbol is specified, it will try to select the correct one by peeking into the file.
`quote`	A `character` specifying the quote symbol used, if any.
`fill`	As in `read.table`.
`skip`	As in `read.table`.
`columnNames`	A `logical` or a `character` `vector`. If `TRUE`, then column names are inferred from the file. If a `character` `vector`, then the column names are given by this argument.
`commentChar`	A single `character` specifying which symbol should be used for comments, cf. `read.table`.
`.verify`, `verbose`	(Internal only) If `TRUE`, the file is verified while the object is instantiated by the constructor. The verbose argument is passed to the verifier function.

Fields and Methods

Methods:

	`getHeader`	-
	`nbrOfLines`	-
	`nbrOfRows`	-
	`readDataFrame`	-
	`readLines`	-

Methods inherited from GenericTabularFile:
[, as.character, dim, extractMatrix, head, nbrOfColumns, nbrOfRows, readColumns, readDataFrame, tail, writeColumnsToFiles

Author(s)

Henrik Bengtsson

Examples

path <- system.file("exData/dataSetA,original", package="R.filesets")

db <- TabularTextFile("fileA,20100112.dat", path=path)
print(db)

# Read all data
data <- readDataFrame(db)
print(data)

# Read columns 'x', 'y', and 'char'
data <- readDataFrame(db, colClasses=c("(x|y)"="integer", "char"="character"))
print(data)

# Translate column names on the fly
db <- setColumnNamesTranslator(db, function(names, ...) toupper(names))
data <- readDataFrame(db, colClasses=c("(X|Y)"="integer", "CHAR"="character"))
print(data)
path <- system.file("exData/dataSetA,original", package="R.filesets")

db <- TabularTextFile("fileA,20100112.dat", path=path)
print(db)

# Read all data
data <- readDataFrame(db)
print(data)

# Read columns 'x', 'y', and 'char'
data <- readDataFrame(db, colClasses=c("(x|y)"="integer", "char"="character"))
print(data)

# Translate column names on the fly
db <- setColumnNamesTranslator(db, function(names, ...) toupper(names))
data <- readDataFrame(db, colClasses=c("(X|Y)"="integer", "CHAR"="character"))
print(data)

The TabularTextFileSet class

Description

Package: R.filesets
Class TabularTextFileSet

Object
~~|
~~+--FullNameInterface
~~~~~~~|
~~~~~~~+--GenericDataFileSet
~~~~~~~~~~~~|
~~~~~~~~~~~~+--GenericTabularFileSet
~~~~~~~~~~~~~~~~~|
~~~~~~~~~~~~~~~~~+--TabularTextFileSet

Directly known subclasses:

public static class TabularTextFileSet
extends GenericTabularFileSet

An TabularTextFileSet object represents a set of TabularTextFiles.

Usage

TabularTextFileSet(...)
TabularTextFileSet(...)

Arguments

...

Arguments passed to GenericTabularFileSet.

Fields and Methods

Methods:

	`readDataFrame`	-

Methods inherited from GenericTabularFileSet:
extractMatrix

Author(s)

Henrik Bengtsson

Examples

# Setup a file set consisting of all *.dat tab-delimited files
# in a particular directory
path <- system.file("exData/dataSetA,original", package="R.filesets")
ds <- TabularTextFileSet$byPath(path, pattern="[.]dat$")
print(ds)


# Read column 'y' and a subset of the rows from each of the
# tab-delimited files and combine into a matrix
rows <- c(3:5, 8, 2)
data <- extractMatrix(ds, column="y", colClass="integer", rows=rows)
print(data)


# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
# See also help("readDataFrame.TabularTextFileSet")
# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -


# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
# ADVANCED: Translation of fullnames
# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
fnts <- TabularTextFileSet$byPath(getPath(ds), pattern=",fullnames[.]txt$")
appendFullNamesTranslator(ds, as.list(fnts))

cat("Default fullnames:\n")
print(head(getFullNames(ds, translate=FALSE)))
cat("Translated fullnames:\n")
print(head(getFullNames(ds)))

cat("Default fullnames:\n")
print(getFullNames(ds, translate=FALSE))
cat("Translated fullnames:\n")
print(getFullNames(ds))
# Setup a file set consisting of all *.dat tab-delimited files
# in a particular directory
path <- system.file("exData/dataSetA,original", package="R.filesets")
ds <- TabularTextFileSet$byPath(path, pattern="[.]dat$")
print(ds)


# Read column 'y' and a subset of the rows from each of the
# tab-delimited files and combine into a matrix
rows <- c(3:5, 8, 2)
data <- extractMatrix(ds, column="y", colClass="integer", rows=rows)
print(data)


# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
# See also help("readDataFrame.TabularTextFileSet")
# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -


# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
# ADVANCED: Translation of fullnames
# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
fnts <- TabularTextFileSet$byPath(getPath(ds), pattern=",fullnames[.]txt$")
appendFullNamesTranslator(ds, as.list(fnts))

cat("Default fullnames:\n")
print(head(getFullNames(ds, translate=FALSE)))
cat("Translated fullnames:\n")
print(head(getFullNames(ds)))

cat("Default fullnames:\n")
print(getFullNames(ds, translate=FALSE))
cat("Translated fullnames:\n")
print(getFullNames(ds))

Package 'R.filesets'

Help Index