Connecting Python to Insights - XBOX Game Development Documentation

This guide helps you get started using Python with Insights. It uses the Azure Kusto Python SDK. After connecting, you can query your game data with Python and use the library from Jupyter Notebooks. To learn more about other tools you can connect with Insights, see Connecting external tools to Insights.

PlayFab Insights Management was retired on 3/31/2026. We recommend using Azure Data Explorer (ADX) Connections to manage your performance and cost going forward. If your title is still using Insights, continue to see this article for implementation details. For more information, see PlayFab Digest: March feature updates.

Prerequisites

PlayFab account authenticated with Azure AD

You need a PlayFab account or user for which the authentication provider is set to Microsoft. The Microsoft authentication provider uses Azure Active Directory (Azure AD) for authentication which is required to use the Azure services. See Azure Active Directory Authentication for Game Manager for instructions on creating an Azure AD-authenticated account or user. To verify that the account, or user, is set to use the Microsoft authentication provider:

Visit the PlayFab log in page.
Select Sign in with Microsoft to access your PlayFab account.

If you can sign in, then the account is set to use the Microsoft authentication provider.

Game Manager permissions for Insights

You need to assign your account a user role with the following Game Manager permissions enabled:

Admin status.
Access to the Explorer tab and associated data.
Read and write access to Analytics data.

You can either create a new user role or add these permissions to an existing role.

Other prerequisites

Create an Azure Active Directory (AAD) application and connect it to your title database

Install Python packages

Install the following python packages using pip:
- azure-kusto-data
- azure-kusto-ingest
- adal
Below is an example script to get started with.

from azure.kusto.data.exceptions import KustoServiceError
from azure.kusto.data.request import KustoClient, KustoConnectionStringBuilder, ClientRequestProperties

from msal import ConfidentialClientApplication

cluster = "https://insights.playfab.com"

# These parameters are taken from your Azure app
client_id = "<Azure app client id>"
client_secret = "<Azure app client secret>" 
tenant = "<Azure app tenant id>"

authority_url = "https://login.microsoftonline.com/" + tenant

client_instance = ConfidentialClientApplication(
  client_id=client_id,
  client_credential=client_secret,
  authority=authority_url,
)

# Acquire a token from AAD to pass to PlayFab
_scopes = ["https://help.kusto.windows.net"]
token_response = client_instance.acquire_token_for_client(scopes=_scopes)

token = None
if token_response:
    if token_response['access_token']:
        token = token_response['access_token']

kcsb = KustoConnectionStringBuilder.with_aad_application_token_authentication(cluster, token)
client = KustoClient(kcsb)

db = "<title id>"
query = "['events.all'] | count"

# Force Kusto to use the v1 query endpoint
client._query_endpoint = cluster + "/v1/rest/query"

crp = ClientRequestProperties()
crp.application = "KustoPythonSDK"
response = client.execute(db, query)

# Response processing
print(response)

Additional resources

Azure Kusto Python SDK documentation
To learn about other tools to connect to Insights, see Connecting external tools to Insights

​Prerequisites

​PlayFab account authenticated with Azure AD

​Game Manager permissions for Insights

​Other prerequisites

​Install Python packages

​Additional resources

Prerequisites

PlayFab account authenticated with Azure AD

Game Manager permissions for Insights

Other prerequisites

Install Python packages

Additional resources