Web Crawler
In this section, we present how to use a web crawler within MindsDB.
A web crawler is an automated script designed to systematically browse and index content on the internet. Within MindsDB, you can utilize a web crawler to efficiently collect data from various websites.
Prerequisites
Before proceeding, ensure the following prerequisites are met:
- Install MindsDB locally via Docker or Docker Desktop.
- To use Web Crawler with MindsDB, install the required dependencies following this instruction.
Connection
This handler does not require any connection parameters.
Here is how to initialize a web crawler:
CREATE DATABASE my_web
WITH ENGINE = 'web';
The above query creates a database called my_web
. This database by default has a table called crawler
that we can use to crawl data from a given url/urls.
Usage
Specifying a LIMIT
clause is required. To crawl all pages on a site, consider setting the limit to a high value, such as 10,000, which exceeds the expected number of pages. Be aware that setting a higher limit may result in longer response times.
Get Websites Content
The following usage examples demonstrate how to retrieve content from docs.mindsdb.com
:
SELECT *
FROM my_web.crawler
WHERE url = 'docs.mindsdb.com'
LIMIT 1;
You can also retrieve content from internal pages. The following query fetches the content from 10 internal pages:
SELECT *
FROM my_web.crawler
WHERE url = 'docs.mindsdb.com'
LIMIT 10;
Another option is to get the content from multiple websites by using the IN ()
operator:
SELECT *
FROM my_web.crawler
WHERE url IN ('docs.mindsdb.com', 'docs.python.org')
LIMIT 1;
Get PDF Content
MindsDB accepts file uploads of csv
, xlsx
, xls
, sheet
, json
, and parquet
. However, you can also configure the web crawler to fetch data from PDF files accessible via URLs.
SELECT *
FROM my_web.crawler
WHERE url = '<link-to-pdf-file>'
LIMIT 1;
Configuring Web Handler for Specific Domains
The Web Handler can be configured to interact only with specific domains by using the web_crawling_allowed_sites
setting in the config.json
file.
This feature allows you to restrict the handler to crawl and process content only from the domains you specify, enhancing security and control over web interactions.
To configure this, simply list the allowed domains under the web_crawling_allowed_sites
key in config.json
. For example:
"web_crawling_allowed_sites": [
"https://docs.mindsdb.com",
"https://another-allowed-site.com"
]
Troubleshooting
Web crawler encounters character encoding issues
- Symptoms: Extracted text appears garbled or contains strange characters instead of the expected text.
- Checklist:
- Open a GitHub Issue: If you encounter a bug or a repeatable error with encoding, report it on the MindsDB GitHub repository by opening an issue.
Web crawler times out while trying to fetch content
- Symptoms: The crawler fails to retrieve data from a website, resulting in timeout errors.
- Checklist:
- Check the network connection to ensure the target site is reachable.