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Refresh Power BI / Fabric with Python : Option 1
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#!/usr/bin/env python | |
# coding: utf-8 | |
# [Using the Power BI REST APIs](https://learn.microsoft.com/en-us/rest/api/power-bi/) | |
# Kudos: <https://github.com/PBI-Guy/blog/blob/main/Power%20BI%20Dataset%20Refresh%20with%20Python/Power%20BI%20Dataset%20Refresh.py> | |
# [How to access Power BI REST APIs programmatically](https://www.sqlshack.com/how-to-access-power-bi-rest-apis-programmatically/) | |
# In[28]: | |
#Import necessary libraries | |
import msal | |
import requests | |
import json | |
import pandas as pd | |
# In[29]: | |
#Set parameters | |
client_id = "" #Add your Client ID here | |
client_secret = "" #Add your Client Secret here | |
tenant_name = "" #Add your tenant name here | |
workspace_id = "" #Add your Workspace ID here | |
dataset_id = "" #Add your Dataset ID here | |
authority_url = "https://login.microsoftonline.com/" + tenant_name | |
scope = ["https://analysis.windows.net/powerbi/api/.default"] | |
url = "https://api.powerbi.com/v1.0/myorg/groups/" + workspace_id +"/datasets/"+ dataset_id +"/refreshes?$top=1" | |
# In[30]: | |
#Use MSAL to grab token | |
app = msal.ConfidentialClientApplication(client_id, authority=authority_url, client_credential=client_secret) | |
result = app.acquire_token_for_client(scopes=scope) | |
#Get latest Power BI Dataset Refresh | |
if 'access_token' in result: | |
access_token = result['access_token'] | |
header = {'Content-Type':'application/json', 'Authorization':f'Bearer {access_token}'} | |
api_call = requests.get(url=url, headers=header) | |
result = api_call.json()['value'] | |
df = pd.DataFrame(result, columns=['requestId', 'id', 'refreshType', 'startTime', 'endTime', 'status']) | |
df.set_index('id') | |
# In[31]: | |
if df.status[0] == "Unknown": | |
print("Dataset is refreshing right now. Please wait until this refresh has finished to trigger a new one.") | |
elif df.status[0] == "Disabled": | |
print("Dataset refresh is disabled. Please enable it.") | |
elif df.status[0] == "Failed": | |
print("Last Dataset refresh failed. Please check error message.") | |
elif df.status[0] == "Completed": | |
api_call = requests.post(url=url, headers=header) | |
print("We triggered a Dataset refresh.") | |
else: | |
print("Not familiar with status, please check documentation for status: '" + df.status[0] + "'") |
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