[Python] Msgraph-sdk-python get sharepoint site id from name

I want to work with SharePoint sites using Python. For now, I just want to ls on the site. I immediately ran into an issue where I need site id to do anything with it.

How do I get site id from the site name? I did retrieve it using powershell:

$uri = "https://graph.microsoft.com/v1.0/sites/"+$SharePointTenant+":/sites/"+$SiteName+"?$select=id"
$RestData1 = Invoke-MgGraphRequest -Method GET -Uri $uri -ContentType "application/json"

# Display Site ID
$RestData1.displayName
$RestData1.id


But now I want to perform the same operation as above but using msgraph library. The problem is I am not sure how to do it. So far I have:

import asyncio

from azure.identity.aio import ClientSecretCredential
from msgraph import GraphServiceClient

tenant_id="..."
client_id="..."
client_secret="..."

credential = ClientSecretCredential(tenant_id, client_id, client_secret)
scopes = ['https://graph.microsoft.com/.default']

client = GraphServiceClient(credentials=credential, scopes=scopes)

sharepoint_tenant = "foobar365.sharepoint.com"
site_name = "someTestSPsite"


site_id = "f482d14d-6bd1-1234-gega-3121183eb87a" # how do I get this using GraphServiceClient from the site_name ?

# so that I can do this
# this works with the id retrieved from PS script
drives = (asyncio.run(client.sites.by_site_id(site_id).drives.get()))
print(drives)

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