Use Case Governance Score Reporter

This script automates the retrieval of governance compliance scores for all Use Cases in your ModelOp Center inventory. It produces a simple CSV file showing the pass/fail rates for every model.

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Prerequisites

Before running the script, you must configure your environment to access the private ModelOp SDK.

1. Configure Pip for Private SDK Access

The modelop-sdk is hosted on ModelOp's private PyPi server. You must configure your local pip to access it before installation.

Step 1: Upgrade Pip Run this command in your terminal:

python3 -m pip install --upgrade pip

Step 2: Create Configuration File

• Mac/Linux: Run these commands to create the ~/.pip/pip.conf file:

  mkdir -p ~/.pip
  cat << 'EOF' > ~/.pip/pip.conf
  [global]
  extra-index-url = https://modelop:opendatagroup@pypi.modelop.center/modelop/staging https://modelop:opendatagroup@pypi.modelop.center/modelop/stable
  EOF

• Windows: Create a file named pip.ini in your user's AppData folder (e.g., C:\Users\YourName\AppData\Roaming\pip\pip.ini) with the following content:

  [global]
  extra-index-url = [https://modelop:opendatagroup@pypi.modelop.center/modelop/staging](https://modelop:opendatagroup@pypi.modelop.center/modelop/staging)
                  [https://modelop:opendatagroup@pypi.modelop.center/modelop/stable](https://modelop:opendatagroup@pypi.modelop.center/modelop/stable)
  

2. Install Public Dependencies: Once the SDK is configured, install the remaining libraries:

   pip install pandas requests modelop-sdk

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Setup & Usage

1. Open the Script: Open moc_governance_scores.py in any text editor (Notepad, VS Code, etc.).

2. Configuration: Update the MOC_INSTANCE_URL variable with your specific ModelOp Center environment URL (e.g., https://your-company.modelop.center).

   Authentication:

   • Obtain Token: Obtain a valid Access Token for your environment using your organization's standard method (e.g., SSO, LDAP, or your internal API gateway). You may already be familiar with this process - for assistance, reach out to your organization's ModelOp Center System Admin for assistance.
   • Update Script: Modify the authenticate() function to accept your token directly. The script requires a valid session to proceed.

3. Run the Script: Open your terminal or command prompt and run:

   python moc_governance_scores.py

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Output

A file named use_case_governance_scores.csv will be created in the same folder.

Example Output:

UUID	Use Case Name	Governance Score
18bd00b1...	Probability of Default	87.5% (7/8)
20385b24...	LLM Chatbot	100.0% (5/5)