scrapeR_in_batches | R Documentation |
The scrapeR_in_batches
function processes a dataframe in batches, scraping web content from URLs in a specified column and writing the scraped content to an output file.
scrapeR_in_batches(df, url_column, output_file)
df |
A dataframe containing the URLs to be scraped. |
url_column |
The name of the column in |
output_file |
The path to the output file where the scraped content will be saved. |
This function divides the input dataframe into batches of a fixed size (default: 100). For each batch, it extracts the combined text content from the web pages of the URLs in the specified column. The results are appended to the output file. The function also includes a throttling mechanism to pause between batch processing, reducing the load on the server being scraped.
There is no return value, as the functions output is directly written to the specified file.
Ensure that the httr and rvest packages are installed and loaded. Also, handle large datasets and output files with care to avoid memory issues.
Mathieu Dubeau Ph.D
Refer to rvest package documentation and httr package documentation for underlying web scraping methods.
GET
, read_html
, html_nodes
, html_text
, write.table
mock_scrapeR <- function(url) {
return(paste("Scraped content from", url))
}
df <- data.frame(url = c("http://site1.com", "http://site2.com"), stringsAsFactors = FALSE)
## Not run:
scrapeR_in_batches(df, url_column = "url", output_file = "mock_output.csv")
## End(Not run)
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