AWS.py

import json
import boto3
import APIKey
import botocore.exceptions


aws_regions = [
    "us-east-1",
    "us-west-2",
    "ap-southeast-2",
    "ap-south-1",
    "eu-west-3",
]


def check_aws(key: APIKey):
    line = key.api_key.split(":")
    access_key = line[0]
    secret = line[1]
    try:
        try:
            session = boto3.Session(aws_access_key_id=access_key, aws_secret_access_key=secret)
            test_invoke_perms(session, key)

            # retest with v3 in the case goons didn't enable v2
            if not key.bedrock_enabled:
                test_invoke_perms(session, key, "anthropic.claude-3-sonnet-20240229-v1:0")

            if key.useless:
                key.useless_reasons.append('Failed Invoke Check')

            if key.region != "":
                # recreate the session with the correct region
                session = boto3.Session(aws_access_key_id=access_key, aws_secret_access_key=secret, region_name=key.region)

            sts_client = session.client("sts")
            iam_client = session.client("iam")

            key.username = get_username(sts_client)
            policies = get_key_policies(iam_client, key)

        except botocore.exceptions.ClientError:
            return

        if not key.useless and key.bedrock_enabled:
            check_logging(session, key)
            print("Generating model map for key: " + key.api_key + " (may take a while)")
            retrieve_activated_models(session, key)
        elif key.useless and policies is not None:
            key.useless_reasons.append('Key policies lack Admin or User Creation perms')
        return True

    except botocore.exceptions.ClientError as e:
        print(e)
        return


def test_invoke_perms(session, key: APIKey, model="anthropic.claude-v2"):
    data = {
        "prompt": "\n\nHuman:\n\nAssistant:",
        "max_tokens_to_sample": -1,
    }
    for region in aws_regions:
        bedrock_runtime_client = None
        try:
            bedrock_runtime_client = session.client("bedrock-runtime", region_name=region)
            bedrock_runtime_client.invoke_model(body=json.dumps(data), modelId=model)
        except bedrock_runtime_client.exceptions.ValidationException as e:
            if 'max_tokens_to_sample' in e.response['Error']['Message']:
                if key.region == "":
                    key.region = region
                else:
                    key.alt_regions.append(region)
                key.bedrock_enabled = True
            key.useless = False
            continue
        except bedrock_runtime_client.exceptions.AccessDeniedException:
            continue
        except bedrock_runtime_client.exceptions.ResourceNotFoundException:
            continue
    return True


def get_username(sts_client):
    response = sts_client.get_caller_identity()
    if response and 'Arn' in response:
        arn_parts = response['Arn'].split('/')
        if len(arn_parts) > 1:
            username = arn_parts[1]
        else:
            username = 'default'
    else:
        username = 'default'
    return username


def get_key_policies(iam_client, key: APIKey):
    try:
        policies = iam_client.list_attached_user_policies(UserName=key.username)['AttachedPolicies']
        if policies is not None:
            if any("AWSCompromisedKeyQuarantine" in policy["PolicyName"] for policy in policies):
                if not key.bedrock_enabled:
                    key.useless = True
                    key.useless_reasons.append('Quarantined Key')
                    return

            if any("AdministratorAccess" in policy["PolicyName"] for policy in policies):
                key.admin_priv = True
                key.useless = False
            else:
                for policy in policies:
                    policy_ver = iam_client.get_policy(PolicyArn=policy['PolicyArn'])['Policy']['DefaultVersionId']
                    policy_doc = iam_client.get_policy_version(PolicyArn=policy['PolicyArn'], VersionId=policy_ver)['PolicyVersion']['Document']

                    for statement in policy_doc['Statement']:
                        if statement['Effect'] == 'Allow':
                            if statement['Action'] == '*':
                                key.admin_priv = True
                                key.useless = False
                            elif 'iam:CreateUser' in statement['Action']:
                                key.useless = False
                            continue

            return policies
    except botocore.exceptions.ClientError:
        if not key.bedrock_enabled:
            key.useless = True
        key.useless_reasons.append('Failed Policy Fetch')
        return


def check_logging(session, key: APIKey):
    try:
        bedrock_client = session.client("bedrock", region_name=key.region)
        logging_config = bedrock_client.get_model_invocation_logging_configuration()

        if 'loggingConfig' in logging_config and 'textDataDeliveryEnabled' in logging_config['loggingConfig']:
            key.logged = logging_config['loggingConfig']['textDataDeliveryEnabled']
        else:
            key.logged = False

    except botocore.exceptions.ClientError:
        return


def retrieve_models(session, region):
    try:
        bedrock_client = session.client("bedrock", region_name=region)
        response = bedrock_client.list_foundation_models()
        models = response["modelSummaries"]

        model_providers = ["Meta", "Anthropic", "Mistral AI"]
        model_info = []

        for model in models:
            provider_name = model["providerName"]
            model_id = model["modelId"]
            model_name = model["modelName"]

            if provider_name in model_providers or (provider_name == "Cohere" and ("Command R+" in model_name or "Command R" in model_name)):
                parts = model_id.split(":")
                if len(parts) <= 2:
                    model_info.append((model_id, model_name))

        return model_info

    except botocore.exceptions.ClientError:
        return


def retrieve_activated_models(session, key: APIKey):
    data = {
        "prompt": "\n\nHuman:\n\nAssistant:",
        "max_tokens_to_sample": -1,
    }
    for region in aws_regions:
        if region not in key.models:
            key.models[region] = []
        listed_models = retrieve_models(session, region)
        for model in listed_models:
            model_id, model_name = model
            bedrock_runtime_client = None
            try:
                bedrock_runtime_client = session.client("bedrock-runtime", region_name=region)
                bedrock_runtime_client.invoke_model(body=json.dumps(data), modelId=model_id)
            except bedrock_runtime_client.exceptions.ValidationException as e:
                if 'max_tokens_to_sample' in e.response['Error']['Message']:
                    key.models[region].append(model_name)
                continue
            except bedrock_runtime_client.exceptions.AccessDeniedException:
                continue
            except bedrock_runtime_client.exceptions.ResourceNotFoundException:
                continue


def pretty_print_aws_keys(keys):
    print('-' * 90)
    admin_count = 0
    ready_to_go_keys = []
    needs_setup_keys = []
    useless_keys = []

    for key in keys:
        if key.useless:
            useless_keys.append(key)
        else:
            if key.admin_priv:
                admin_count += 1
            if key.bedrock_enabled:
                ready_to_go_keys.append(key)
            else:
                needs_setup_keys.append(key)

    if ready_to_go_keys:
        print(f"Validated {len(ready_to_go_keys)} AWS keys that are working and already have Bedrock setup.")
        for key in ready_to_go_keys:
            print(f'{key.api_key}' + (f' | {key.username}' if key.username != "" else "") +
                  (' | admin key' if key.admin_priv else "") + (f' | {key.region}' if key.region != "" else "") +
                  (f' | alt regions - {key.alt_regions}' if key.alt_regions else "") +
                  (' | LOGGED KEY' if key.logged is True else ""))
            if key.models:
                print("Model Map - " + str(key.models))
                print()
    if needs_setup_keys:
        print(f"\nValidated {len(needs_setup_keys)} AWS keys that failed to invoke Claude and need further permissions setup.")
        for key in needs_setup_keys:
            print(f'{key.api_key}' + (f' | {key.username}' if key.username != "" else "") +
                  (' | admin key' if key.admin_priv else ""))

    if useless_keys:
        print(f"\nValidated {len(useless_keys)} AWS keys that are deemed useless and most likely s3 slop (can't be used to setup Bedrock/Claude)")
        useless_keys = sorted(useless_keys, key=lambda x: 'Quarantined Key' not in x.useless_reasons)
        for key in useless_keys:
            print(f'{key.api_key}' + (f' | {key.username}' if key.username != "" else "")
                  + (f' | REASON - {key.useless_reasons}' if len(key.useless_reasons) > 0 else ''))
    print(f'\n--- Total Valid RPable AWS Keys: {len(keys) - len(useless_keys)} ({admin_count} with admin priv) ---\n')