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.

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Prerequisites

Before proceeding, ensure the following prerequisites are met:

  1. Install MindsDB locally via Docker or Docker Desktop.
  2. To use Web Crawler with MindsDB, install the required dependencies following this instruction.

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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.

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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.

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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;

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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;

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Troubleshooting

Web crawler encounters character encoding issues

  • Symptoms: Extracted text appears garbled or contains strange characters instead of the expected text.
  • Checklist:
    1. 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:
    1. Check the network connection to ensure the target site is reachable.

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