Created
September 6, 2017 05:45
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SEC embedded XML document parser in R
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# Load XML library | |
# If not already installed, install with | |
# sudo Rscript -e 'install.packages("XML", repos = "http://cran.us.r-project.org")' | |
library(XML) | |
# Select input file | |
FILENAME <- "./0001086364-17-000005.txt" | |
# Read raw file into memory | |
book <- readLines(FILENAME) | |
# Store each XML document in this list | |
chapters <- list() | |
# Loop through lines in raw file searching for embedded XML documents | |
isInChapter <- FALSE | |
currentChapter <- 0 | |
currentIndex <- 1 | |
for (currentLine in 1:length(book)) { | |
if (!isInChapter && book[currentLine] == "<XML>") { | |
# This is the start of a new embedded docoument | |
# Set the state accordingly and reset the chapter line counter | |
isInChapter <- TRUE | |
currentIndex <- 0 | |
currentChapter <- currentChapter + 1 | |
chapters[[currentChapter]] <- list() | |
} | |
else if (isInChapter && book[currentLine] == "</XML>") { | |
# This is the start of a new embedded docoument | |
# Set the state accordingly | |
isInChapter <- FALSE | |
} | |
else if (isInChapter) { | |
# We're still in a chapter | |
# Append the current line to the end of the active chapter | |
currentIndex <- currentIndex + 1 | |
chapters[[currentChapter]][[currentIndex]] <- book[currentLine] | |
} | |
} | |
# Loop through each document searching for the target document | |
data <- list() | |
for (currentChapter in 1:length(chapters)) { | |
document <- xmlParse(chapters[[currentChapter]]) | |
root <- xmlRoot(document) | |
if (xmlName(root) == "informationTable") { | |
rows = xmlChildren(root) | |
for (currentIndex in 1:length(rows)) { | |
row = rows[[currentIndex]] | |
name <- xmlValue(xmlChildren(row)[[1]]) | |
value <- xmlValue(xmlChildren(row)[[4]]) | |
data[[currentIndex]] <- list(name, value) | |
} | |
} | |
} | |
cat("Total Rows: ", length(data), "\n") | |
print("Example Data:") | |
for (row in 1:10) { | |
cat(data[[row]][[2]], "\t", data[[row]][[1]], "\n") | |
} |
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