Package 'XML2R'

Title: Easier XML Data Collection
Description: Helpers for transforming XML content into number of tables while preserving parent to child relationships.
Authors: Carson Sievert <[email protected]>
Maintainer: Carson Sievert <[email protected]>
License: GPL (>=2)
Version: 0.0.8
Built: 2024-11-02 04:11:42 UTC
Source: https://github.com/cpsievert/xml2r

Help Index


Add a key to connect parents to descendants

Description

This function creates a mapping from parent observations to it's descendants (which useful for merging/joining tables). Either an existing value in the parent observation can be recycled to it's descendants or a new column will be created (if recycle is missing).

Usage

add_key(obs, parent, recycle, key.name, quiet = FALSE)

Arguments

obs

list. Should be the output from listsToObs.

parent

character string. Should be present in the names of obs.

recycle

character string that matches a variable name among parent observations.

key.name

The desired column name of the newly generated key.

quiet

logical. Include message about the keys being generated?

Value

A list of observations.


Collapse a list of observations into a list of tables.

Description

This function aggregates all observations with a similar name into a common table. Note that observations with a particular name don't need consistent variables (any missing information is filled with NAs).

Usage

collapse_obs(obs)

Arguments

obs

list of observations.

Value

Returns list with one element for each relevant XML node. Each element contains a matrix.


Parse XML Documents into XML Nodes

Description

Essentially a recursive call to getNodeSet.

Usage

docsToNodes(docs, xpath)

Arguments

docs

XML documents

xpath

xpath expression


Flatten nested list into a list of observations

Description

This function flattens the nested list into a list of "observations" (that is, a list of matrices with one row). The names of the list that is returned reflects the XML ancestory of each observation.

Usage

listsToObs(l, urls, append.value = TRUE, as.equiv = TRUE, url.map = TRUE)

Arguments

l

list. Should be the output from nodesToList.

urls

character vector the same length as l. Each element should map element of l to an XML file.

append.value

logical. Should the XML value be appended to the observation?

as.equiv

logical. Should observations from two different files (but the same ancestory) have the same name returned?

url.map

logical. If TRUE, the 'url_key' column will contain a condensed url identifier (for each observation) and full urls will be stored in the "url_map" element. If FALSE, the full urls are included (for each observation) as a 'url' column and no "url_map" is included.

Value

A list where each element reflects one "observation".


Coerce XML Nodes into a list with both attributes and values

Description

Essentially a recursive call to xmlToList.

Usage

nodesToList(nodes)

Arguments

nodes

A collection of XML nodes. Should be the output from docsToNodes.

Value

A nested list with a structure that resembles the XML structure


Rename rows of a list

Description

Sometimes, certain nodes in an XML ancestory may want to be neglected before any keys are created (see add_key) or observations are aggregated (see collapse). This function takes a list of "observations" (that is, a list of matrices with one row) and alters the names of that list. Note that any information lost from changing names is saved in a new column whose name is specified by diff.name.

Usage

re_name(obs, namez, equiv, diff.name = "diff_name", rename.as, quiet = FALSE)

Arguments

obs

list. Should be the output from XML2Obs (or listsToObs).

namez

must be equivalent to names(obs). Intended use is to avoid unneccessarily repeating that operation.

equiv

character vector with the appropriate (unique) names that should be regarded "equivalent".

diff.name

character string used for naming the variable that is appended to any observations whose name was overwritten. The value for this variable is the difference in from the original name and the overwritten name.

rename.as

character string to override naming of observations that are renamed.

quiet

logical. Include message about how observations are being renamed?

Value

A list of "observations".


Parse XML Files into XML Documents

Description

Essentially a recursive call to xmlParse.

Usage

urlsToDocs(urls, local = FALSE, quiet = FALSE, ...)

Arguments

urls

character vector. Either urls that point to an XML file online or a local XML file name.

local

logical. Should urls be treated as paths to local files?

quiet

logical. Print file name currently being parsed?

...

arguments passed along to 'httr::GET'


Parse XML files into a list of "observations"

Description

This function takes a collection of urls that point to XML files and coerces the relevant info into a list of observations. An "observation" is defined as a matrix with one row. An observation can also be thought of as a single instance of XML attributes (and value) for a particular level in the XML hierarchy. The names of the list reflect the XML node ancestory for which each observation was extracted from.

Usage

XML2Obs(
  urls,
  xpath,
  append.value = TRUE,
  as.equiv = TRUE,
  url.map = FALSE,
  local = FALSE,
  quiet = FALSE,
  ...
)

Arguments

urls

character vector. Either urls that point to an XML file online or a local XML file name.

xpath

XML XPath expression that is passed to getNodeSet. If missing, the entire root and all descendents are captured and returned (ie, tables = "/").

append.value

logical. Should the XML value be appended for relevant observations?

as.equiv

logical. Should observations from two different files (but the same ancestory) have the same name returned?

url.map

logical. If TRUE, the 'url_key' column will contain a condensed url identifier (for each observation) and full urls will be stored in the "url_map" element. If FALSE, the full urls are included (for each observation) as a 'url' column and no "url_map" is included.

local

logical. Should urls be treated as paths to local files?

quiet

logical. Print file name currently being parsed?

...

arguments passed along to 'httr::GET'

Details

It's worth noting that a "url_key" column is appended to each observation to help track the origin of each observation. The value of the "url_key" column is not the actual file name, but a simplified identifier to avoid unnecessarily repeating long file names for each observation. For this reason, an addition element (named "url_map") is added to the list of observations in case the actual file named want to be used.

Value

A list of "observations" and (possibly) the "url_map" element.

See Also

urlsToDocs, docsToNodes, nodesToList, listsToObs

Examples

## Not run: 
urls <- c("http://gd2.mlb.com/components/game/mlb/year_2013/mobile/346180.xml",
           "http://gd2.mlb.com/components/game/mlb/year_2013/mobile/346188.xml")
obs <- XML2Obs(urls)
table(names(obs))

# parses local files as well
players <- system.file("extdata", "players.xml", package = "XML2R")
obs2 <- XML2Obs(players, local = TRUE)
table(names(obs2))

## End(Not run)

Parse XML files into (a list of) matrices or data frame(s)

Description

This function is an experimental wrapper around XML2Obs. One should only use this function over XML2Obs if keys already exist in the XML data and ancestory doesn't need to be altered.

Usage

XML2R(urls, xpath, df = FALSE)

Arguments

urls

character vector or list of urls that point to an XML file (or anything readable by xmlParse).

xpath

XML XPath expression that is passed to getNodeSet. If missing, the entire root and all descendents are captured and returned (ie, tables = "/").

df

logical. Should matrices be coerced into data frames?

Value

Returns list with one element for each relevant XML node. Each element contains a matrix by default.

See Also

urlsToDocs, docsToNodes, nodesToList, listsToObs

Examples

## Not run: 
urls2 <- c("http://gd2.mlb.com/components/game/mlb/year_2013/mobile/346180.xml",
           "http://gd2.mlb.com/components/game/mlb/year_2013/mobile/346188.xml")
dat3 <- XML2R(urls2)

cens <- "http://www.census.gov/developers/data/sf1.xml"
census <- XML2R(cens)

## End(Not run)