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https://github.com/awslabs/amazon-bedrock-agentcore-samples.git
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175 lines
5.8 KiB
Python
175 lines
5.8 KiB
Python
import boto3
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import json
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import time
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from boto3.session import Session
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def create_agentcore_role(agent_name):
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iam_client = boto3.client('iam')
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agentcore_role_name = f'agentcore-{agent_name}-role'
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boto_session = Session()
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region = boto_session.region_name
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account_id = boto3.client("sts").get_caller_identity()["Account"]
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role_policy = {
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"Version": "2012-10-17",
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"Statement": [
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{
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"Sid": "BedrockPermissions",
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"Effect": "Allow",
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"Action": [
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"bedrock:InvokeModel",
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"bedrock:InvokeModelWithResponseStream"
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],
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"Resource": "*"
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},
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{
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"Sid": "ECRImageAccess",
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"Effect": "Allow",
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"Action": [
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"ecr:BatchGetImage",
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"ecr:GetDownloadUrlForLayer"
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],
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"Resource": [
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f"arn:aws:ecr:{region}:{account_id}:repository/*"
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]
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},
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{
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"Effect": "Allow",
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"Action": [
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"logs:DescribeLogStreams",
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"logs:CreateLogGroup"
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],
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"Resource": [
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f"arn:aws:logs:{region}:{account_id}:log-group:/aws/bedrock-agentcore/runtimes/*"
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]
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},
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{
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"Effect": "Allow",
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"Action": [
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"logs:DescribeLogGroups"
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],
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"Resource": [
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f"arn:aws:logs:{region}:{account_id}:log-group:*"
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]
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},
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{
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"Effect": "Allow",
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"Action": [
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"logs:CreateLogStream",
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"logs:PutLogEvents"
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],
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"Resource": [
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f"arn:aws:logs:{region}:{account_id}:log-group:/aws/bedrock-agentcore/runtimes/*:log-stream:*"
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]
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},
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{
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"Sid": "ECRTokenAccess",
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"Effect": "Allow",
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"Action": [
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"ecr:GetAuthorizationToken"
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],
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"Resource": "*"
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},
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{
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"Effect": "Allow",
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"Action": [
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"xray:PutTraceSegments",
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"xray:PutTelemetryRecords",
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"xray:GetSamplingRules",
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"xray:GetSamplingTargets"
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],
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"Resource": [ "*" ]
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},
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{
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"Effect": "Allow",
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"Resource": "*",
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"Action": "cloudwatch:PutMetricData",
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"Condition": {
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"StringEquals": {
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"cloudwatch:namespace": "bedrock-agentcore"
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}
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}
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},
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{
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"Sid": "GetAgentAccessToken",
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"Effect": "Allow",
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"Action": [
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"bedrock-agentcore:GetWorkloadAccessToken",
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"bedrock-agentcore:GetWorkloadAccessTokenForJWT",
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"bedrock-agentcore:GetWorkloadAccessTokenForUserId"
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],
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"Resource": [
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f"arn:aws:bedrock-agentcore:{region}:{account_id}:workload-identity-directory/default",
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f"arn:aws:bedrock-agentcore:{region}:{account_id}:workload-identity-directory/default/workload-identity/{agent_name}*"
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]
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}
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]
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}
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assume_role_policy_document = {
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"Version": "2012-10-17",
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"Statement": [
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{
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"Sid": "AssumeRolePolicy",
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"Effect": "Allow",
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"Principal": {
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"Service": "bedrock-agentcore.amazonaws.com"
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},
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"Action": "sts:AssumeRole",
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"Condition": {
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"StringEquals": {
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"aws:SourceAccount": f"{account_id}"
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},
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"ArnLike": {
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"aws:SourceArn": f"arn:aws:bedrock-agentcore:{region}:{account_id}:*"
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}
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}
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}
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]
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}
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assume_role_policy_document_json = json.dumps(
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assume_role_policy_document
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)
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role_policy_document = json.dumps(role_policy)
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# Create IAM Role for the Lambda function
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try:
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agentcore_iam_role = iam_client.create_role(
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RoleName=agentcore_role_name,
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AssumeRolePolicyDocument=assume_role_policy_document_json
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)
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# Pause to make sure role is created
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time.sleep(10)
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except iam_client.exceptions.EntityAlreadyExistsException:
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print("Role already exists -- deleting and creating it again")
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policies = iam_client.list_role_policies(
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RoleName=agentcore_role_name,
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MaxItems=100
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)
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print("policies:", policies)
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for policy_name in policies['PolicyNames']:
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iam_client.delete_role_policy(
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RoleName=agentcore_role_name,
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PolicyName=policy_name
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)
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print(f"deleting {agentcore_role_name}")
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iam_client.delete_role(
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RoleName=agentcore_role_name
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)
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print(f"recreating {agentcore_role_name}")
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agentcore_iam_role = iam_client.create_role(
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RoleName=agentcore_role_name,
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AssumeRolePolicyDocument=assume_role_policy_document_json
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)
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# Attach the AWSLambdaBasicExecutionRole policy
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print(f"attaching role policy {agentcore_role_name}")
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try:
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iam_client.put_role_policy(
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PolicyDocument=role_policy_document,
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PolicyName="AgentCorePolicy",
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RoleName=agentcore_role_name
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)
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except Exception as e:
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print(e)
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return agentcore_iam_role |