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Refresh a Power BI Dataset with Python/Power BI Dataset Refresh.ipynb

@@ -48,11 +48,11 @@
       "source": [
         "#Set parameters\r\n",
         "\r\n",
-        "client_id = \"bcf8082e-1493-4488-9f90-de22000007a9\" #Add your Client ID here\r\n",
-        "client_secret = \"BR0dH_dD693XBX5631_24_t-_KRutM0Avc\" #Add your Client Secret here\r\n",
-        "tenant_name = \"kbubalo.com\" #Add your tenant name here\r\n",
-        "workspace_id = \"80945c34-5d3f-4998-b561-8f662a6fee46\" #Add your Workspace ID here\r\n",
-        "dataset_id = \"b428a792-e384-4fbe-bcba-183492d4912b\" #Add your Dataset ID here\r\n",
+        "client_id = \"\" #Add your Client ID here\r\n",
+        "client_secret = \"\" #Add your Client Secret here\r\n",
+        "tenant_name = \"\" #Add your tenant name here\r\n",
+        "workspace_id = \"\" #Add your Workspace ID here\r\n",
+        "dataset_id = \"\" #Add your Dataset ID here\r\n",
         "\r\n",
         "authority_url = \"https://login.microsoftonline.com/\" + tenant_name \r\n",
         "scope = [\"https://analysis.windows.net/powerbi/api/.default\"]\r\n",

Refresh a Power BI Dataset with Python/Power BI Dataset Refresh.py

@@ -1,8 +1,65 @@
 #!/usr/bin/env python
 # coding: utf-8
 
-# In[ ]:
+# 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 documentatino for status: '" + df.status[0] + "'")