In this Tutorials, We are going to learn how to embed PowerBI Reports on Jupyter Notebook. So first of all we will start with Basic requirement for this Task.
Requirements
- Jupyter Notebook
- POWER BI Workspace
- Libraries :- powerbiclient, DeviceCodeLoginAuthentication, Report, models
So now will start with Jupyter Notebook
Jupyter Notebook is a web based Computing platform. It is also web applications for creating computational documentations
Installation of power BI client:-
pip install powerbiclient
run the above installation cmd in your command prompt or Notebook to install power bi.
Authenticate to Power BI and acquire an access token
Acquire a token using Device Code flow
To authenticate users on devices or operating systems that don’t provide a web browser, device code flow let’s the user use another device such as a computer to sign in interactively.
By using the device code flow, The application follow two-step process that for OS and designs
get_access_token() :- Get access token for OAuth2 access to MS PowerBI Shell
from powerbiclient.authentication import DeviceCodeLoginAuthentication
device_auth = DeviceCodeLoginAuthentication()
token_with_device_code = device_auth.get_access_token()
After Running Bunch of Code, we will get message to Sign in for Device Login
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After Clicking on Next Button it will ask to select Microsoft Account and Click On Continue
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After Signed in Microsoft Account It will display below message that means we have successfully access Power BI Shell. & make sure you don’t close the Window.
After getting the access from Microsoft We will get Device Authentication message.
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After this we are ready embed Power BI Report.
Power BI report embedding widget
Arguments:
- group_id string – Required. Id of Power BI Workspace
- report_id string – Optional. Id of Power BI report. auth object – Optional. We have 3 authentication options to embed a Power BI report:
- Access token (string)
- Authentication object (object) – instance of Authentication Result (DeviceCodeLoginAuthentication)
- If not provided, Power BI user will be authenticated using Device Flow authentication
Returns:
- object – Report object
Steps:-
After Completing Authentication
- Go To Power BI Workspace
- Click on Report that you want to Share
- Copy the Report and Group from the file URL and paste into Respective Values.
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group_id = '2c17405e-d2d8-4293-95eb-acac4009c508’
report_id = '57dda861-7ff0-4a04-b913-39fa4e49ede0’
report = Report(group_id=group_id,report_id=report_id, auth=device_auth)
report
After Running this Code, you Will get your Report On Jupyter
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Now we had successfully Embedd a report into the PowerBI Workspace