Pull competitive Counterstrike rankings from HLTV.org, ESL and Valve.

This is done using a Selenium-based webview for HLTV.org and ESL, and using a clone of the git repository for the Valve rankings. Valve rankings can also be pulled from HLTV, see below.

The public methods can be reached by importing from cs_rankings.

from cs_rankings import HLTVRankings, ESLRankings, ValveLiveRankings, ValveRankings, ValveInvitationRankings

client = ValveRankings()  # or one of the others
ranking = client.get_ranking()
client.close()

The variable ranking will be a list of dictionaries for each rank. The dictionaries contain key, value pairs for position, name, points and players.

You can easily convert them to, say, a pandas DataFrame using pd.DataFrame(ranking).

There are five Rankings classes available, three that are based on Selenium-based webviews and two based on the git approach. Note that for the git-based rankings you will need to have git installed beforehand.

Selenium-based:

• HLTVRankings
• ValveLiveRankings (the Valve rankings as live calculated by HLTV)
• ESLRankings

Git-based:

• ValveRankings (the official ones on the Valve own git)
• ValveInvitationRankings (the official ones used for invitations)

For the selenium-based rankings, the init call supports two extra arguments:

from cs_rankings import HLTVRankings

client = HLTVRankings(driver=None, in_container=False)

The driver input can be used to initialize your own selenium.webdriver.Chrome() driver (or in theory a non-Chrome driver, but that is not tested) with your own settings (such as specific selenium.webdriver.chrome.options.Options you might need). If not supplied, a default set of options will be supplied. If in_container is set to True, the default options are extended to make them work in Docker containers.

For the git-based rankings, the init call supports two extra arguments:

from cs_rankings import ValveRankings

client = ValveRankings(assume_git=True, keep_repository=True)

Both are False by default. If assume_git is set to True, there will be no check on whether Git is installed. If keep_repository is set to True, the Valve git repository will not be removed afterwards, which allows for quick reuse.

For all rankings (git-based or selenium-based), the get_ranking() method supports four extra arguments:

from cs_rankings import HLTVRankings

client = HLTVRankings()
ranking = client.get_ranking(region='asia', date='2024/september/2', min_points=10, max_rank=30)

By default, the most recent global ranking is pulled without filtering by points or maximum rank. Note that supported regions for the HLTV and Valve rankings are differently formatted.

Note: it is not possible to use the region or date inputs for the ESLRanking only. The ESLRanking does support the point or ranking based filter.

This project is based on the hltv-data project by @dchoruzy. That project aims to pull rankings, matches and results from the HLTV website. This project is a fork and rework of hltv-data's main class.

Compared to hltv-data, this project is more narrow since it focuses on rankings only, but it is wider since it can pull more detailed rankings and from multiple sources.

Contributions, issues and feature requests are welcome!