download_pbi_xmla 0.4.5

A package to fetch and save Power BI tables via XMLA endpoint

download_pbi_xmla

Version: 0.4
Description: A Python package to fetch and save Power BI tables via the XMLA endpoint using DAX queries. The package allows data to be saved in either Parquet or CSV format.

Table of Contents

1. Overview
2. System Requirements
3. Installation
4. Setup
5. Usage
6. Running the Scripts
7. Troubleshooting
8. Contributing
9. License

Overview

The download_pbi_xmla package is designed to connect to a Power BI XMLA endpoint, execute DAX queries, and save the results in either Parquet or CSV formats. This tool is specifically for use in a Windows environment due to its dependency on .NET assemblies and the pythonnet library.

System Requirements

• Operating System: Windows
• Python Version: 3.9 to 3.12
• Required Software: .NET Framework and Power BI Pro or Premium capacity access with XMLA endpoint enabled.
• Authentication: The package currently only supports authentication using the Microsoft Authentication Library (MSAL) to obtain an access token, supporting Multi-Factor Authentication (MFA).

Python Version Compatibility

The download_pbi_xmla package requires Python version 3.9, 3.10, 3.11, or 3.12.

Important Note:

• The package is not compatible with Python 3.13 or any versions above it due to a dependency on pythonnet, which only supports Python versions up to 3.12.
• If you are using Python 3.13 or higher, please switch to a compatible Python version (3.9 to 3.12) to install and use this package.

Instructions for Checking and Changing Your Python Version

1. Check Your Python Version:

   Run the following command in your terminal or command prompt to check your current Python version:

   python --version
   

Installation

Prerequisites

1. Install Python
   Ensure you have Python 3.9 to 3.12 installed. You can download it from python.org.

2. Install .NET Framework
   Install the required .NET Framework runtime from Microsoft's website.

3. Install Poetry (optional)
   Poetry is a dependency manager for Python that simplifies package installation and management. Follow the instructions on their website to install it.

Steps to Install the Package

Option 1: Using Poetry

If you have Poetry installed, you can add the package to your environment by running:

poetry add download_pbi_xmla

Option 2: Using pip

Alternatively, you can install the package directly using pip:

pip install download_pbi_xmla

Setup

1. Run the Setup Script
   This script copies example configuration files and prompts you to edit them.

   • Using Poetry:

     poetry run setup-files
     

   • Using pip:

     python -m download_pbi_xmla.setup_files
     

2. Edit the Configuration Files
   After running the setup script, two configuration files (.env and config.json) will be created in your project's root directory. You need to update these files with your credentials and specific configurations.

   • .env File Example:
     Open the newly created .env file and provide your credentials and other necessary settings:

   CLIENT_ID=your-client-id
   CLIENT_SECRET=your-client-secret
   TENANT_ID=your-tenant-id
   CONFIG_FILE=config.json
   SAVE_PATH=./data
   

   • config.json File Example:
     Modify the config.json file to specify the Power BI server, database, DAX queries, and output formats:

   {
     "server": "your-server-url",
     "database": "your-database-name",
     "dax_queries": [
       {
         "query": "Add your DAX query here",
         "output_file": "Your filename here.parquet",
         "format": "parquet"
       },
       {
         "query": "Add your second DAX query here (or delete this section)",
         "output_file": "Your second filename here.csv",
         "format": "csv"
       }
     ]
   }
   

Usage

To use the package, you can execute the provided scripts to fetch data from Power BI XMLA endpoints and save it in your desired format.

Fetch and Save Data

You can run the main download script using either Poetry or pip:

• Using Poetry:

  poetry run run-download
  

• Using pip:

  python -m download_pbi_xmla.run_download
  

Running the Scripts

1. Fetch Tables Script

This script downloads tables and saves them using the specified configurations:

• Using Poetry:

  poetry run fetch-tables
  

• Using pip:

  python -m download_pbi_xmla.fetch_tables
  

2. Setup Environment Script

To set up your environment by creating necessary configuration files:

• Using Poetry:

  poetry run setup-environment
  

• Using pip:

  python -m download_pbi_xmla.setup_environment
  

Troubleshooting

Common Issues

1. .NET Assemblies Not Found Ensure you have the correct version of the .NET runtime installed on your machine. The pythonnet library only works on Windows systems.

2. Invalid Credentials Double-check that your credentials in the .env file are correct and that your Azure AD app registration has the necessary permissions to access the Power BI XMLA endpoint.

3. Data Save Errors Ensure that the specified output paths and formats are correct. The script supports saving data as either Parquet or CSV files.

Contributing

If you'd like to contribute to this project, please fork the repository and create a pull request with your changes. Ensure that all tests pass before submitting.

License

This project is licensed under the MIT License. See the LICENSE file for more details.