realescrape-go

realescrape-go

Rewrite of my Python based scraper in Go using the Colly web scraping framework.

NOTE This project is for educational purposes only. Please use with care.

The frontend is not complete, but is in a useable state. Once everything is spun up you can use the frontend to start a new scrape, clear out the DB, and you can currently sort each column in the table. Updates are not automatic, so if you perform an action (new scrape, or delete data) you must manually refresh with the refresh button on the page. This will be fixed when I implement SSE and will have the table update in real time.

Upcoming

TODO:

• lotsize conversion
• ratios
• split utility functions into separate modules
• export to JSON
• combine json files into a master file with all data
• MongoDB
• API endpoint
• More robust unit tests
• Full state searches
• Flesh out API
• SSE for realtime updates
• Dockerize the app
• Split code into separate packages for easier maintanability

Frontend TODO:

• Stats page
• Refactor/clean up the code base
• Icon on columns headers to indicate sort direction
• Loading spinner when scrape is active
• Column sorting

Description

Simple web scraper for Realtor.com.

This program is intended to be run locally only. I do intend on creating Docker files so you can just run this with Docker.

It also requires a MongoDB instance to be running locally on the default port with no credentials.

Currently has the following fixed search parameters:

• Single family homes
• Minimum Price - $100,000
• Minimum Bedrooms - 1
• Minimum Bathroom - 1
• Age - 3+
• Hides all houses pending sales
• Hides 55+ communities
• Hides foreclosures
• Sorts by newest listings

API

Uses the Echo framework for the API.

Currently has the following endpoints:

Installation

1. Install Go

To install and run this scraper locally, you will first need to ensure you have Go installed on your machine. You can download it and install following the directions from the official Golang website.

Be sure to follow the directions for your particular operating system.

2. Clone this repository

Clone this repo to your local machine in whatever directory you choose.

git clone https://github.com/nronzel/realescrape-go

Navigate into the project directory

cd realescrape-go

3. Install dependencies

In the root directory of the project, run

go get .

4. Run the program

Run the program with the following command

go run main.go

When you run main.go it will connect to the MongoDB and start the API on localhost:3000.

5. Starting the frontend

In another terminal window, navigate into the /frontend/realescrape directory in the project and then run the command to run the dev server for the frontend.

npm run start

Or if you use pnpm

pnpm run start

You can then go to localhost:3100 in your browser to interact with the frontend.

Locations must be entered in the following formats:

"Miami FL" - separate location and state, state must be capital

"San-Francisco CA" - use a hyphen for locations with spaces

"90210" - you can also just use a zip code

Currently will not work for full state searches (e.g. "Florida"). The url can't take a radius parameter. This will be remedied in the future.

When the program is complete, you will see some stats in the console on how many listings were scraped, how long it took, etc.

Issues

Known Issues

1. Bad location

If a location is provided with no results the site will still return a 200 response, but the page will say "No results found". I will need to add a check for this wording on the page and if so I will need to somehow update the client.

1. Refreshing page

If the page gets refreshed the SSE connection gets messed up and it doesn't receive the messages from the SSE endpoint. I will need to implement something that will fix this and check if the connection was terminated.

1. Load More issue

Currently the load more button will sometimes show duplicate entries. This is an issue with how it is being displayed and will be fixed.

If you run into any problems you can open an issue, or submit a pull request.