# pylint: disable=line-too-long,useless-suppression
# ------------------------------------
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT License.
# ------------------------------------

"""
DESCRIPTION:
    Given an AIProjectClient, this sample demonstrates how to use the synchronous
    methods to create, get, list, and run Red Team scans.

USAGE:
    python sample_red_team.py

    Before running the sample:

    pip install "azure-ai-projects>=2.0.0b1" azure-identity python-dotenv

    Set these environment variables with your own values:
    1) AZURE_AI_PROJECT_ENDPOINT - Required. The Azure AI Project endpoint, as found in the overview page of your
       Microsoft Foundry project.
    2) AZURE_AI_MODEL_DEPLOYMENT_NAME - Required. Your model deployment name.
    3) MODEL_ENDPOINT - Required. The Azure AI Model endpoint, as found in the overview page of your
       Microsoft Foundry project. Example: https://<account_name>.services.ai.azure.com
    4) MODEL_API_KEY - Required. The API key for your Azure AI Model.
"""
import os
from dotenv import load_dotenv
from azure.identity import DefaultAzureCredential
from azure.ai.projects import AIProjectClient
from azure.ai.projects.models import (
    RedTeam,
    AzureOpenAIModelConfiguration,
    AttackStrategy,
    RiskCategory,
)

load_dotenv()

endpoint = os.environ[
    "AZURE_AI_PROJECT_ENDPOINT"
]  # Sample : https://<account_name>.services.ai.azure.com/api/projects/<project_name>
model_endpoint = os.environ["MODEL_ENDPOINT"]  # Sample : https://<account_name>.services.ai.azure.com
model_api_key = os.environ["MODEL_API_KEY"]
model_deployment_name = os.environ["AZURE_AI_MODEL_DEPLOYMENT_NAME"]  # Sample : gpt-4o-mini

with (
    DefaultAzureCredential() as credential,
    AIProjectClient(endpoint=endpoint, credential=credential) as project_client,
):

    # [START red_team_sample]
    print("Creating a Red Team scan for direct model testing")

    # Create target configuration for testing an Azure OpenAI model
    target_config = AzureOpenAIModelConfiguration(model_deployment_name=model_deployment_name)

    # Create the Red Team configuration
    red_team = RedTeam(
        attack_strategies=[AttackStrategy.BASE64],
        risk_categories=[RiskCategory.VIOLENCE],
        display_name="redteamtest1",  # Use a simpler name
        target=target_config,
    )

    # Create and run the Red Team scan
    red_team_response = project_client.red_teams.create(
        red_team=red_team,
        headers={
            "model-endpoint": model_endpoint,
            "model-api-key": model_api_key,
        },
    )
    print(f"Red Team scan created with scan name: {red_team_response.name}")

    print("Getting Red Team scan details")
    # Use the name returned by the create operation for the get call
    get_red_team_response = project_client.red_teams.get(name=red_team_response.name)
    print(f"Red Team scan status: {get_red_team_response.status}")

    print("Listing all Red Team scans")
    for scan in project_client.red_teams.list():
        print(f"Found scan: {scan.name}, Status: {scan.status}")
        # [END red_team_sample]
