How To Scrape A Public Tableau Dashboard?

Every day I need to downlaod the data available on a public Tableau dashboard. After defining the parameters of interest (time series frequency, time series interval, etc) the dash

Solution 1:

Edit

I've made a tableau scraper library to extract the data from Tableau worksheets

You can get the data from worksheets in a pandas dataframe directly. Also, the parametered values are supported.

The following example get the data from worksheet Simples Demanda Máxima Ano, then switch to daily mode, shows the worksheet Simples Demanda Máxima Semana Dia data and then set start date to 01/01/2017 :

from tableauscraper import TableauScraper as TS

url = "https://tableau.ons.org.br/t/ONS_Publico/views/DemandaMxima/HistricoDemandaMxima"

ts = TS()
ts.loads(url)
wb = ts.getWorkbook()

# show dataframe with yearly data
ws = wb.getWorksheet("Simples Demanda Máxima Ano")
print(ws.data)

# switch to daily
wb = wb.setParameter("Escala de Tempo DM Simp 4", "Dia")

# show dataframe with daily data
ws = wb.getWorksheet("Simples Demanda Máxima Semana Dia")
print(ws.data)

# switch to daily
wb = wb.setParameter(
    "Início Primeiro Período DM Simp 4", "01/01/2017")

# show dataframe with daily data from 01/01/2017
ws = wb.getWorksheet("Simples Demanda Máxima Semana Dia")
print(ws.data)

Try this on repl.it

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Original post

This answer is similar to this one but the initial URL page and tableau base URL differ. The process/algo remains the same essentially but I will details the steps :

The graphic is generated in JS from the result of an API :

POST https://tableau.ons.org.br/ROOT_PATH/bootstrapSession/sessions/SESSION_ID

The SESSION_ID parameter is located (among other things) in tsConfigContainer textarea in the URL used to build the iframe.

Starting from https://tableau.ons.org.br/t/ONS_Publico/views/DemandaMxima/HistricoDemandaMxima?:embed=y&:showAppBanner=false&:showShareOptions=true&:display_count=no&:showVizHome=no :

• there is a textarea with id tsConfigContainer with a bunch of json values
• extract the session_id and root path (vizql_root)
• make a POST on https://tableau.ons.org.br/ROOT_PATH/bootstrapSession/sessions/SESSION_ID with the sheetId as form data
• extract the json from the result (result is not json)

Code :

import requests
from bs4 import BeautifulSoup
import json
import re

url = "https://tableau.ons.org.br/t/ONS_Publico/views/DemandaMxima/HistricoDemandaMxima"

r = requests.get(
    url,
    params= {
        ":embed":"y",
        ":showAppBanner":"false",
        ":showShareOptions":"true",
        ":display_count":"no",
        "showVizHome": "no"
    }
)
soup = BeautifulSoup(r.text, "html.parser")

tableauData = json.loads(soup.find("textarea",{"id": "tsConfigContainer"}).text)

dataUrl = f'https://tableau.ons.org.br{tableauData["vizql_root"]}/bootstrapSession/sessions/{tableauData["sessionid"]}'

r = requests.post(dataUrl, data= {
    "sheet_id": tableauData["sheetId"],
})

dataReg = re.search('\d+;({.*})\d+;({.*})', r.text, re.MULTILINE)
info = json.loads(dataReg.group(1))
data = json.loads(dataReg.group(2))

print(data["secondaryInfo"]["presModelMap"]["dataDictionary"]["presModelHolder"]["genDataDictionaryPresModel"]["dataSegments"]["0"]["dataColumns"])