Integrating Ruby scraping scripts with databases involves several steps. You'll need to scrape the data, process it, and then store it in the database of your choice. Here's a general process for integrating Ruby scraping scripts with databases:
Step 1: Set Up the Database
Before you can store any scraped data, you need to set up a database. This could be MySQL, PostgreSQL, SQLite, or any other DBMS that Ruby can interact with. Here's an example of setting up a SQLite database using Ruby's sqlite3
gem.
First, install the sqlite3
gem if you haven't already:
gem install sqlite3
Then, create a new SQLite database and a table to store your scraped data:
require 'sqlite3'
# Create a SQLite database in memory
db = SQLite3::Database.new ':memory:'
# Create a table to store the data
db.execute <<-SQL
CREATE TABLE articles (
id INTEGER PRIMARY KEY,
title VARCHAR(100),
content TEXT
);
SQL
Step 2: Scrape the Data
For scraping, you can use libraries like Nokogiri to parse HTML/XML content. Install the Nokogiri gem if it's not already installed:
gem install nokogiri
Now, use Nokogiri to scrape the data:
require 'nokogiri'
require 'open-uri'
# Fetch and parse the HTML document
doc = Nokogiri::HTML(URI.open('http://example.com/'))
# Let's assume you are scraping articles and they have a title and content
articles = doc.css('.article').map do |article|
{
title: article.at_css('.title').text.strip,
content: article.at_css('.content').text.strip
}
end
Step 3: Store the Data in the Database
Now that you have the data, you can insert it into the database you set up earlier:
articles.each do |article|
db.execute "INSERT INTO articles (title, content) VALUES (?, ?)", [article[:title], article[:content]]
end
Step 4: Query the Database
After storing the data, you can query the database when needed:
db.execute "SELECT title, content FROM articles" do |row|
puts row.join(" - ")
end
Error Handling and Data Validation
When integrating scraping scripts with databases, it's crucial to handle errors and validate data to prevent SQL injection or corrupt data entering your system. Use parameterized queries, as shown above, to avoid SQL injection.
Ruby ORM Option (ActiveRecord)
Alternatively, you can use an Object-Relational Mapping (ORM) library like ActiveRecord to make database interactions more manageable. ActiveRecord is a part of Ruby on Rails but can be used standalone as well.
To use ActiveRecord without Rails, you need to install the activerecord
and sqlite3
gems:
gem install activerecord sqlite3
Then, set up the database connection and create a model:
require 'active_record'
# Establish connection
ActiveRecord::Base.establish_connection(
adapter: 'sqlite3',
database: 'db/articles.db'
)
# Define a model
class Article < ActiveRecord::Base
end
# Create the table
ActiveRecord::Schema.define do
create_table :articles do |t|
t.string :title
t.text :content
end
end
# Use the model to interact with the database
Article.create(title: 'Sample Article', content: 'This is the content of the article.')
Conclusion
By following these steps, you can successfully integrate Ruby scraping scripts with databases. Just remember to keep your data clean and your database interactions secure.