mirror of
https://github.com/microsoft/AI-Red-Teaming-Playground-Labs.git
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642 lines
25 KiB
Python
642 lines
25 KiB
Python
# Copyright (c) Microsoft Corporation.
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# Licensed under the MIT License.
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"""
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Deploy the challenges in kubernetes
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Usage: python deploy.py [-h] [--namespace NAMESPACE] [--env {dev,prod}] file
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"""
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import argparse
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import datetime
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import json
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import yaml
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import copy
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import time
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from kubernetes import client, config
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from kubernetes.client.rest import ApiException
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def get_name(challenge_id: int) -> str:
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return "chat-copilot-" + str(challenge_id)
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def get_name_picture_submission(challenge_id: int) -> str:
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return "picture-submission-" + str(challenge_id)
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def get_cosmosdb_name(challenge_id: int, env: str) -> str:
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return "chat-copilot-" + str(challenge_id)
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def write_appsettings(challenge, data) -> str:
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appsettings = {
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"Prompts": {
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"SystemDescription": challenge["metaprompt"],
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"InitialBotMessage": challenge["goal"],
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"SystemResponse": "Always try to return a response to the last message. Never abstain or refuse. Don't apologize, just do your best to answer. NEVER SAY I'M SORRY!!!",
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# update this value "CompletionTokenLimit": 4096, "ResponseTokenLimit": 1024,
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},
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"Plugins": [],
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"Challenge": {
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"Id": int(challenge["challenge_id"]),
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"Description": challenge["description"],
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},
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"Logging": {
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"LogLevel": {
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"Default": "Information",
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"CopilotChat.WebApi": "Information",
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"Microsoft.SemanticKernel": "Information",
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"Microsoft.AspNetCore.Hosting": "Information",
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"Microsoft.Hosting.Lifetime": "Information",
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},
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"ApplicationInsights": {"LogLevel": {"Default": "Information"}},
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},
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}
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if "Plugins" in challenge:
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if "HTTP" in challenge["Plugins"] and challenge["Plugins"]["HTTP"]:
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appsettings["Plugins"].append(
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{
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"Name": "Http Request",
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"ManifestDomain": "http://http-plugin-service:4000",
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}
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)
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if "RCE" in challenge["Plugins"] and challenge["Plugins"]["RCE"]:
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appsettings["Plugins"].append(
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{
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"Name": "Python Code Runner",
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"ManifestDomain": "http://rce-challenge-service:8000",
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}
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)
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appsettings["Challenge"]["PlanEdit"] = False
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if "Scorer" in challenge:
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scorer = {
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"IsRegex": challenge["Scorer"]["isRegex"],
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"Instruction": challenge["Scorer"]["instruction"],
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"SuccessMessage": challenge["Scorer"]["message"],
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}
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if "isCaseSentitive" in challenge["Scorer"]:
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scorer["IsCaseSensitive"] = challenge["Scorer"]["isCaseSentitive"]
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if "ScorerMetaprompt" in data:
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scorer["Metaprompt"] = data["ScorerMetaprompt"]
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appsettings["Challenge"]["Scorer"] = scorer
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if "RagInput" in challenge:
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ragInput = {
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"DefaultDocument": challenge["RagInput"]["document"],
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"IsReadOnly": challenge["RagInput"]["isReadOnly"],
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}
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if "documentTemplate" in challenge["RagInput"]:
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ragInput["DocumentTemplate"] = challenge["RagInput"]["documentTemplate"]
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if "titleShort" in challenge["RagInput"]:
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ragInput["TitleShort"] = challenge["RagInput"]["titleShort"]
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if "titleLong" in challenge["RagInput"]:
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ragInput["TitleLong"] = challenge["RagInput"]["titleLong"]
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if "instruction1" in challenge["RagInput"]:
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ragInput["Instruction1"] = challenge["RagInput"]["instruction1"]
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if "instruction2" in challenge["RagInput"]:
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ragInput["Instruction2"] = challenge["RagInput"]["instruction2"]
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if "lockAfter" in challenge["RagInput"]:
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ragInput["LockAfter"] = challenge["RagInput"]["lockAfter"]
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if "firstMessage" in challenge["RagInput"]:
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ragInput["FirstMessage"] = challenge["RagInput"]["firstMessage"]
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appsettings["Challenge"]["RagInput"] = ragInput
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if "HumanScorer" in challenge and challenge["HumanScorer"]:
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humanScorer = {
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"Endpoint": "http://chat-scoring-service:5000",
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"ChatCopilotEndpoint": f"http://{get_name(challenge['challenge_id'])}-service:4000",
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# The API key is set in the secret in the deployment .yaml file
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}
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appsettings["Challenge"]["HumanScorer"] = humanScorer
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if "XssVulnerable" in challenge:
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appsettings["Challenge"]["XssVulnerable"] = challenge["XssVulnerable"]
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if "XssRegexFilter" in challenge:
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appsettings["Challenge"]["XssRegexFilter"] = challenge["XssRegexFilter"]
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if "Ctfd" in challenge:
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appsettings["Challenge"]["Ctfd"] = {}
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appsettings["Challenge"]["Ctfd"]["Flag"] = challenge["Ctfd"]["Flag"]
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if "Id" in challenge["Ctfd"]:
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appsettings["Challenge"]["Ctfd"]["ChallengeId"] = str(
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challenge["Ctfd"]["Id"]
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)
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if "PromptOptions" in challenge:
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appsettings["Prompts"]["ResponseTemperature"] = challenge["PromptOptions"][
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"Temperature"
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]
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appsettings["Prompts"]["ResponseTopP"] = challenge["PromptOptions"]["TopP"]
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appsettings["Prompts"]["ResponsePresencePenalty"] = challenge["PromptOptions"][
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"PresencePenalty"
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]
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appsettings["Prompts"]["ResponseFrequencyPenalty"] = challenge["PromptOptions"][
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"FrequencyPenalty"
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]
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return json.dumps(appsettings, indent=2)
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def write_config_picture_submission(challenge) -> str:
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config = {
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"CHALLENGE_SETTINGS": {
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"ID": challenge["challenge_id"],
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"NAME": challenge["challenge_title"],
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"DESCRIPTION": challenge["description"],
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"GOAL": challenge["goal"],
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},
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"SCORING_SETTINGS": {
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"SUBMISSION_ENDPOINT": f"http://{get_name_picture_submission(challenge['challenge_id'])}-service:5000"
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},
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}
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if "Ctfd" in challenge:
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config["CHALLENGE_SETTINGS"]["FLAG"] = challenge["Ctfd"]["Flag"]
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else:
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config["CHALLENGE_SETTINGS"]["FLAG"] = "NO_FLAG_SET!"
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return json.dumps(config, indent=2)
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def check_config_map_exists(client, config_map_name, namespace):
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try:
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client.read_namespaced_config_map(name=config_map_name, namespace=namespace)
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return True
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except ApiException as e:
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if e.status == 404:
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return False
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else:
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raise
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def check_deployment_exists(client, name, namespace):
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try:
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client.read_namespaced_deployment(name=name, namespace=namespace)
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return True
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except ApiException as e:
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if e.status == 404:
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return False
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else:
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raise
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def check_service_exists(client, name, namespace):
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try:
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client.read_namespaced_service(name=name, namespace=namespace)
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return True
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except ApiException as e:
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if e.status == 404:
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return False
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else:
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raise
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def check_if_ingress_exists(client, name, namespace):
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try:
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client.read_namespaced_ingress(name=name, namespace=namespace)
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return True
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except ApiException as e:
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if e.status == 404:
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return False
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else:
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raise
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def check_if_job_exists(client, name, namespace):
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try:
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client.read_namespaced_job(name=name, namespace=namespace)
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return True
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except ApiException as e:
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if e.status == 404:
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return False
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elif e.status == 409:
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return True
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else:
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raise
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if __name__ == "__main__":
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parser = argparse.ArgumentParser(description="Deploy in kubernetes the challenges")
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parser.add_argument(
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"file", help="The path of the json file", default="challenges.json"
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)
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parser.add_argument(
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"--namespace", help="The namespace to deploy the challenges", default="dev"
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)
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parser.add_argument(
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"--env",
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help="The environment to deploy the challenges in",
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choices=["dev", "prod"],
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default="dev",
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)
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args = parser.parse_args()
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config.load_kube_config()
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v1 = client.CoreV1Api()
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v1apps = client.AppsV1Api()
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v1networking = client.NetworkingV1Api()
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v1batch = client.BatchV1Api()
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print(f"Deploying challenges in namespace: {args.namespace}")
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print(f"Using environment: {args.env}")
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ingress_path = f"conf/{args.env}/ingress/ingress.yaml"
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ingress_chat_scoring_path = f"conf/{args.env}/ingress/ingress-chat-scoring.yaml"
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deployment_path = f"conf/{args.env}/chat-copilot-deployment.yaml"
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deployment_safety_path = f"conf/{args.env}/chat-copilot-safety-deployment.yaml"
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picture_submission_path = f"conf/{args.env}/picture-submission-deployment.yaml"
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chat_scoring_deployment_path = f"conf/{args.env}/chat-scoring-deployment.yaml"
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challenge_home_path = f"conf/{args.env}/challenge-home-deployment.yaml"
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ctfd_migration_job_path = f"conf/{args.env}/ctfd-migration-job.yaml"
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service_path = "conf/chat-copilot-service.yaml"
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picture_submission_service_path = "conf/picture-submission-service.yaml"
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chat_scoring_service_path = "conf/chat-scoring-service.yaml"
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# Load all the yaml files
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# Ingress files
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with open(ingress_path, "r") as f:
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ingress = yaml.safe_load(f)
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ingress_chat_scoring = None
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with open(ingress_chat_scoring_path, "r") as f:
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ingress_chat_scoring = yaml.safe_load(f)
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# Deployment files
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with open(deployment_path, "r") as f:
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deployment_yml = yaml.safe_load(f)
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with open(deployment_safety_path, "r") as f:
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deployment_safety_yml = yaml.safe_load(f)
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deployment_picture_submission = None
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with open(picture_submission_path, "r") as f:
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deployment_picture_submission = yaml.safe_load(f)
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deployment_chat_scoring = None
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with open(chat_scoring_deployment_path, "r") as f:
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deployment_chat_scoring = yaml.safe_load(f)
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with open(challenge_home_path, "r") as f:
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challenge_home_deployment = yaml.safe_load(f)
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# Job files
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ctfd_migration_job = None
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with open(ctfd_migration_job_path, "r") as f:
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ctfd_migration_job = yaml.safe_load(f)
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# Service files
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with open(service_path, "r") as f:
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service_yml = yaml.safe_load(f)
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with open(picture_submission_service_path, "r") as f:
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service_picture_submission_yml = yaml.safe_load(f)
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service_chat_scoring_yml = None
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with open(chat_scoring_service_path, "r") as f:
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service_chat_scoring_yml = yaml.safe_load(f)
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# Load the challenge json file
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with open(args.file, "r") as f:
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data = json.load(f)
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if "Challenges" in data:
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ingress_paths = []
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challenges_settings = []
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ctfd = False
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picture = False
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for challenge in data["Challenges"]:
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if "Ctfd" in challenge:
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ctfd = True
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if "picture" in challenge and challenge["picture"]:
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picture = True
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ingress_path = copy.deepcopy(
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ingress["spec"]["rules"][0]["http"]["paths"][0]
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)
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if not picture:
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if "safetyFilters" in challenge and challenge["safetyFilters"]:
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deployment = copy.deepcopy(deployment_safety_yml)
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else:
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deployment = copy.deepcopy(deployment_yml)
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service = copy.deepcopy(service_yml)
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name = get_name(challenge["challenge_id"])
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cosmosdb_name = get_cosmosdb_name(challenge["challenge_id"], args.env)
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config_map_name = name + "-conf"
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service_name = name + "-service"
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model = "gpt-4o-blackhat"
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if "model" in challenge:
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model = challenge["model"]
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# Create the config map for the metaprompt
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config_map = client.V1ConfigMap(
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api_version="v1",
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kind="ConfigMap",
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metadata=client.V1ObjectMeta(
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name=config_map_name, namespace=args.namespace
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),
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data={
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"appsettings.Production.json": write_appsettings(challenge, data),
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"metaprompt_leak": str(challenge["MetapromptLeak"]),
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"challenge_name": challenge["challenge_title"],
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"upload": str(challenge["Upload"]),
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"plugins_control": str(challenge["PluginsControl"]),
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"open_ai_text_deployment": model,
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"cosmos_database": cosmosdb_name,
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},
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)
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else:
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deployment = copy.deepcopy(deployment_picture_submission)
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service = copy.deepcopy(service_picture_submission_yml)
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name = get_name_picture_submission(challenge["challenge_id"])
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config_map_name = name + "-conf"
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service_name = name + "-service"
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# Create the config map for the picture submission
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config_map = client.V1ConfigMap(
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api_version="v1",
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kind="ConfigMap",
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metadata=client.V1ObjectMeta(
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name=config_map_name, namespace=args.namespace
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),
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data={
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"config.json": write_config_picture_submission(challenge),
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},
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)
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if check_config_map_exists(v1, config_map_name, args.namespace):
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v1.replace_namespaced_config_map(
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config_map_name, args.namespace, config_map
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)
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print("Config map updated: " + config_map_name)
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else:
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v1.create_namespaced_config_map(args.namespace, config_map)
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print("Config map created: " + config_map_name)
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# Create the deployment
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annotations = {
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"kubectl.kubernetes.io/restartedAt": datetime.datetime.now().isoformat()
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}
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if not picture:
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# Prometheus is only enabled on the chat copilot challenges
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annotations.update(
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{
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"prometheus.io/scrape": "true",
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"prometheus.io/path": "/metrics",
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"prometheus.io/port": "4001"
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}
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)
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deployment["metadata"]["name"] = name
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deployment["metadata"]["namespace"] = args.namespace
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deployment["metadata"]["labels"]["app"] = name
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deployment["spec"]["selector"]["matchLabels"]["app"] = name
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deployment["spec"]["template"]["metadata"]["labels"]["app"] = name
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deployment["spec"]["template"]["metadata"]["annotations"] = annotations
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deployment["spec"]["template"]["spec"]["containers"][0]["name"] = name
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deployment["spec"]["template"]["spec"]["volumes"][0]["configMap"][
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"name"
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] = config_map_name
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# Iterate over the containers in the first spec template
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if not picture:
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original_conf_name = "chat-copilot-conf"
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else:
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original_conf_name = "picture-submission-conf"
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for container in deployment["spec"]["template"]["spec"]["containers"]:
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# Iterate over the environment variables in the container
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env_kept = []
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for env in container["env"]:
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# Check if the environment variable uses a value from a ConfigMap
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if "valueFrom" in env and "configMapKeyRef" in env["valueFrom"]:
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# Check if the ConfigMap is 'chat-copilot-conf'
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if (env["valueFrom"]["configMapKeyRef"]["name"] == original_conf_name):
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# Replace the ConfigMap name
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env["valueFrom"]["configMapKeyRef"]["name"] = config_map_name
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if env["name"] == "Challenge__HumanScorer__ApiKey" and ("HumanScorer" not in challenge or not challenge["HumanScorer"]):
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# Remove the environment variable if the challenge doesn't have a human scorer
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continue
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env_kept.append(env)
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container["env"] = env_kept
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if check_deployment_exists(v1apps, name, args.namespace):
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v1apps.replace_namespaced_deployment(name, args.namespace, deployment)
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print("Deployment updated: " + name)
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else:
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v1apps.create_namespaced_deployment(args.namespace, deployment)
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print("Deployment created: " + name)
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# Create the service
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service["metadata"]["name"] = service_name
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service["spec"]["selector"]["app"] = name
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if check_service_exists(v1, service_name, args.namespace):
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v1.replace_namespaced_service(service_name, args.namespace, service)
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print("Service updated: " + service_name)
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else:
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v1.create_namespaced_service(args.namespace, service)
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print("Service created: " + service_name)
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# Add the path to the ingress
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ingress_path["path"] = f"/challenge/{challenge['challenge_id']}/(.*)"
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ingress_path["backend"]["service"]["name"] = service_name
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ingress_paths.append(ingress_path)
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if not ctfd:
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# Add Json object to the data home
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challenges_settings.append(
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{
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"id": str(challenge["challenge_id"]),
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"name": challenge["challenge_title"],
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"description": challenge["goal"],
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"category": challenge["category"],
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}
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)
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# Update the config map for the home page
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config_map_name = "challenge-home-conf"
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config_home = client.V1ConfigMap(
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api_version="v1",
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kind="ConfigMap",
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metadata=client.V1ObjectMeta(
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name=config_map_name, namespace=args.namespace
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),
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data={"data.json": json.dumps(challenges_settings, indent=2)},
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)
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if check_config_map_exists(v1, config_map_name, args.namespace):
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v1.replace_namespaced_config_map(
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config_map_name, args.namespace, config_home
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)
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print("Config map updated: " + config_map_name)
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else:
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v1.create_namespaced_config_map(args.namespace, config_home)
|
|
print("Config map created: " + config_map_name)
|
|
|
|
# Create the deployment for the home page
|
|
if check_deployment_exists(v1apps, "challenge-home", args.namespace):
|
|
annotations = {
|
|
"kubectl.kubernetes.io/restartedAt": datetime.datetime.now().isoformat()
|
|
}
|
|
challenge_home_deployment["spec"]["template"]["metadata"][
|
|
"annotations"
|
|
] = annotations
|
|
v1apps.replace_namespaced_deployment(
|
|
"challenge-home", args.namespace, challenge_home_deployment
|
|
)
|
|
print("Deployment updated: challenge-home")
|
|
else:
|
|
v1apps.create_namespaced_deployment(
|
|
args.namespace, challenge_home_deployment
|
|
)
|
|
print("Deployment created: challenge-home")
|
|
|
|
else:
|
|
url = ""
|
|
if args.env == "prod":
|
|
url = f"https://ai-red-teaming-playground-labs.westus3.cloudapp.azure.com/challenge/{challenge['challenge_id']}/"
|
|
description = challenge["goal"]
|
|
if "disclaimer" in challenge and challenge["disclaimer"]:
|
|
description = "**Disclaimer:** This challenge contains content that might be offensive for some people. If you don't feel comfortable with this material, please don't continue and attempt the challenge.\n\n" + description
|
|
|
|
challenges_settings.append(
|
|
{
|
|
"id": int(challenge["Ctfd"]["Id"]),
|
|
"name": challenge["challenge_title"],
|
|
"description": description,
|
|
"value": int(challenge["Ctfd"]["Points"]),
|
|
"category": challenge["category"],
|
|
"flag": challenge["Ctfd"]["Flag"],
|
|
"connection_info": url,
|
|
}
|
|
)
|
|
|
|
if ctfd:
|
|
config_map_name = "ctfd-conf"
|
|
config_ctfd = client.V1ConfigMap(
|
|
api_version="v1",
|
|
kind="ConfigMap",
|
|
metadata=client.V1ObjectMeta(
|
|
name=config_map_name, namespace=args.namespace
|
|
),
|
|
data={
|
|
"challenges.json": json.dumps(
|
|
{"challenges": challenges_settings}, indent=2
|
|
)
|
|
},
|
|
)
|
|
|
|
# Create the config map for the ctfd
|
|
if check_config_map_exists(v1, config_map_name, args.namespace):
|
|
v1.replace_namespaced_config_map(
|
|
config_map_name, args.namespace, config_ctfd
|
|
)
|
|
print("Config map updated: " + config_map_name)
|
|
else:
|
|
v1.create_namespaced_config_map(args.namespace, config_ctfd)
|
|
print("Config map created: " + config_map_name)
|
|
|
|
# Clear the old pods from the job
|
|
job_name = "ctfd-migration-job"
|
|
pods = v1.list_namespaced_pod(
|
|
args.namespace, label_selector=f"job-name={job_name}"
|
|
)
|
|
for pod in pods.items:
|
|
v1.delete_namespaced_pod(pod.metadata.name, args.namespace)
|
|
print(f"Pod (job) deleted: {pod.metadata.name}")
|
|
|
|
# Start the job for the ctfd migration
|
|
if check_if_job_exists(v1batch, job_name, args.namespace):
|
|
v1batch.delete_namespaced_job(job_name, args.namespace)
|
|
print(f"Job deleted: {job_name}")
|
|
|
|
# Wait for the job to be deleted
|
|
while check_if_job_exists(v1batch, job_name, args.namespace):
|
|
print(f"Waiting for the job to be deleted: {job_name}")
|
|
time.sleep(1)
|
|
|
|
v1batch.create_namespaced_job(args.namespace, ctfd_migration_job)
|
|
print(f"Job created: {job_name}")
|
|
|
|
# Challenge Home Ingress and Deployment
|
|
ingress_name = "minimal-ingress"
|
|
ingress["spec"]["rules"][0]["http"]["paths"] = ingress_paths
|
|
|
|
# Create the ingress
|
|
if check_if_ingress_exists(v1networking, ingress_name, args.namespace):
|
|
v1networking.replace_namespaced_ingress(
|
|
ingress_name, args.namespace, ingress
|
|
)
|
|
print("Ingress updated: minimal-ingress")
|
|
else:
|
|
v1networking.create_namespaced_ingress(args.namespace, ingress)
|
|
print("Ingress created: minimal-ingress")
|
|
|
|
# Chat Scoring Ingress and Deployment
|
|
if ingress_chat_scoring:
|
|
ingress_name = ingress_chat_scoring["metadata"]["name"]
|
|
|
|
# Create the ingress for chat scoring
|
|
if check_if_ingress_exists(v1networking, ingress_name, args.namespace):
|
|
v1networking.replace_namespaced_ingress(
|
|
ingress_name, args.namespace, ingress_chat_scoring
|
|
)
|
|
print(f"Ingress updated: {ingress_name}")
|
|
else:
|
|
v1networking.create_namespaced_ingress(args.namespace, ingress_chat_scoring)
|
|
print(f"Ingress created: {ingress_name}")
|
|
|
|
if deployment_chat_scoring:
|
|
# Create the deployment for the chat scoring
|
|
deployment_name = deployment_chat_scoring["metadata"]["name"]
|
|
if check_deployment_exists(v1apps, deployment_name, args.namespace):
|
|
annotations = {
|
|
"kubectl.kubernetes.io/restartedAt": datetime.datetime.now().isoformat()
|
|
}
|
|
deployment_chat_scoring["spec"]["template"]["metadata"][
|
|
"annotations"
|
|
] = annotations
|
|
v1apps.replace_namespaced_deployment(
|
|
deployment_name, args.namespace, deployment_chat_scoring
|
|
)
|
|
print(f"Deployment updated: {deployment_name}")
|
|
else:
|
|
v1apps.create_namespaced_deployment(args.namespace, deployment_chat_scoring)
|
|
print(f"Deployment created: {deployment_name}")
|
|
|
|
# Create the service for the chat scoring
|
|
if service_chat_scoring_yml:
|
|
service_name = service_chat_scoring_yml["metadata"]["name"]
|
|
if check_service_exists(v1, service_name, args.namespace):
|
|
v1.replace_namespaced_service(
|
|
service_name, args.namespace, service_chat_scoring_yml
|
|
)
|
|
print("Service updated: " + service_name)
|
|
else:
|
|
v1.create_namespaced_service(args.namespace, service_chat_scoring_yml)
|
|
print("Service created: " + service_name)
|
|
else:
|
|
print("ERROR: Invalid format")
|