Le traduzioni sono generate tramite traduzione automatica. In caso di conflitto tra il contenuto di una traduzione e la versione originale in Inglese, quest'ultima prevarrà. # Configurazione dell'agente di risoluzione dei problemi **Nota** L'agente di risoluzione dei problemi di Apache Spark utilizza l'inferenza interregionale per elaborare le richieste in linguaggio naturale e generare risposte. Per ulteriori dettagli, fare riferimento a. [Elaborazione interregionale per l'agente di risoluzione dei problemi di Apache Spark](spark-troubleshooting-cross-region-processing.md) Il server MCP Amazon SageMaker Unified Studio è disponibile in anteprima ed è soggetto a modifiche. ## Prerequisiti Prima di iniziare il nostro processo di configurazione per l'integrazione con Kiro CLI, assicurati di avere installato quanto segue sulla tua workstation: + [Installa AWS CLI](https://docs.aws.amazon.com/cli/latest/userguide/getting-started-install.html) + [Installa Python 3.10\+](https://www.python.org/downloads/release/python-3100/) + [Installa il gestore di `uv` pacchetti per MCP Proxy](https://docs.astral.sh/uv/getting-started/installation/) [per AWS](https://github.com/aws/mcp-proxy-for-aws?tab=readme-ov-file) + [Installa Kiro CLI](https://kiro.dev/docs/cli/) + AWS credenziali locali configurate (tramite [AWS CLI](https://docs.aws.amazon.com/cli/latest/userguide/cli-chap-configure.html), variabili di ambiente o ruoli IAM) - per operazioni locali come il caricamento di artefatti di lavoro aggiornati per l'esecuzione di processi di convalida EMR. ## Risorse per l'installazione È possibile utilizzare un AWS CloudFormation modello per configurare la risorsa per il server MCP. Questi modelli sono esempi che è necessario modificare per soddisfare i requisiti. Il modello crea le seguenti risorse per il processo di risoluzione dei problemi: 1. Ruolo IAM che dispone delle autorizzazioni per chiamare MCP Server e delle autorizzazioni necessarie per il processo di risoluzione dei problemi per la piattaforma selezionata. Scegli uno dei pulsanti **Launch Stack (Avvia stack)** nella tabella seguente. Questo avvia lo stack sulla AWS CloudFormation console nella rispettiva regione. | Region | Avvia | | --- | --- | | Stati Uniti orientali (Ohio) | [https://console.aws.amazon.com/cloudformation/home?region=us-east-2#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-us-east-2.s3.us-east-2.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup](https://console.aws.amazon.com/cloudformation/home?region=us-east-2#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-us-east-2.s3.us-east-2.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup) | | Stati Uniti orientali (Virginia settentrionale) | [https://console.aws.amazon.com/cloudformation/home?region=us-east-1#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-us-east-1.s3.us-east-1.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup](https://console.aws.amazon.com/cloudformation/home?region=us-east-1#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-us-east-1.s3.us-east-1.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup) | | Stati Uniti occidentali (Oregon) | [https://console.aws.amazon.com/cloudformation/home?region=us-west-2#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-us-west-2.s3.us-west-2.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup](https://console.aws.amazon.com/cloudformation/home?region=us-west-2#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-us-west-2.s3.us-west-2.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup) | | Asia Pacifico (Tokyo) | [https://console.aws.amazon.com/cloudformation/home?region=ap-northeast-1#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-ap-northeast-1.s3.ap-northeast-1.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup](https://console.aws.amazon.com/cloudformation/home?region=ap-northeast-1#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-ap-northeast-1.s3.ap-northeast-1.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup) | | Europa (Irlanda) | [https://console.aws.amazon.com/cloudformation/home?region=eu-west-1#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-eu-west-1.s3.eu-west-1.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup](https://console.aws.amazon.com/cloudformation/home?region=eu-west-1#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-eu-west-1.s3.eu-west-1.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup) | | Asia Pacifico (Singapore) | [https://console.aws.amazon.com/cloudformation/home?region=ap-southeast-1#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-ap-southeast-1.s3.ap-southeast-1.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup](https://console.aws.amazon.com/cloudformation/home?region=ap-southeast-1#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-ap-southeast-1.s3.ap-southeast-1.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup) | | Asia Pacifico (Sydney) | [https://console.aws.amazon.com/cloudformation/home?region=ap-southeast-2#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-ap-southeast-2.s3.ap-southeast-2.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup](https://console.aws.amazon.com/cloudformation/home?region=ap-southeast-2#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-ap-southeast-2.s3.ap-southeast-2.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup) | | Canada (Centrale) | [https://console.aws.amazon.com/cloudformation/home?region=ca-central-1#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-ca-central-1.s3.ca-central-1.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup](https://console.aws.amazon.com/cloudformation/home?region=ca-central-1#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-ca-central-1.s3.ca-central-1.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup) | | Sud America (San Paolo) | [https://console.aws.amazon.com/cloudformation/home?region=sa-east-1#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-sa-east-1.s3.sa-east-1.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup](https://console.aws.amazon.com/cloudformation/home?region=sa-east-1#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-sa-east-1.s3.sa-east-1.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup) | | Europa (Francoforte) | [https://console.aws.amazon.com/cloudformation/home?region=eu-central-1#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-eu-central-1.s3.eu-central-1.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup](https://console.aws.amazon.com/cloudformation/home?region=eu-central-1#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-eu-central-1.s3.eu-central-1.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup) | | Europa (Stoccolma) | [https://console.aws.amazon.com/cloudformation/home?region=eu-north-1#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-eu-north-1.s3.eu-north-1.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup](https://console.aws.amazon.com/cloudformation/home?region=eu-north-1#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-eu-north-1.s3.eu-north-1.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup) | | Europa (Londra) | [https://console.aws.amazon.com/cloudformation/home?region=eu-west-2#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-eu-west-2.s3.eu-west-2.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup](https://console.aws.amazon.com/cloudformation/home?region=eu-west-2#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-eu-west-2.s3.eu-west-2.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup) | | Europa (Parigi) | [https://console.aws.amazon.com/cloudformation/home?region=eu-west-3#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-eu-west-3.s3.eu-west-3.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup](https://console.aws.amazon.com/cloudformation/home?region=eu-west-3#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-eu-west-3.s3.eu-west-3.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup) | | Asia Pacifico (Seul) | [https://console.aws.amazon.com/cloudformation/home?region=ap-northeast-2#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-ap-northeast-2.s3.ap-northeast-2.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup](https://console.aws.amazon.com/cloudformation/home?region=ap-northeast-2#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-ap-northeast-2.s3.ap-northeast-2.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup) | | Asia Pacifico (Mumbai) | [https://console.aws.amazon.com/cloudformation/home?region=ap-south-1#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-ap-south-1.s3.ap-south-1.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup](https://console.aws.amazon.com/cloudformation/home?region=ap-south-1#/stacks/new?templateURL=https%3A%2F%2Fsmus-mcp-cfn-template-prod-ap-south-1.s3.ap-south-1.amazonaws.com%2Fcloudformation%2Fspark-troubleshooting-mcp-setup.yaml&stackName=spark-troubleshooting-mcp-setup) | **Vai alla pagina **Specificare i dettagli dello stack**, inserisci il nome dello stack.** Inserisci informazioni aggiuntive sotto **Parameters (Parametri)**. Fornisci le seguenti informazioni e procedi con la creazione dello stack. + **TroubleshootingRoleName**- Nome del ruolo IAM da creare per le operazioni di risoluzione dei problemi + **AbilitaEMREC2: abilita** le autorizzazioni per la risoluzione dei problemi EMR-EC2 (impostazione predefinita: true) + **AbilitaEMRServerless: abilita** le autorizzazioni per la risoluzione dei problemi senza server EMR (impostazione predefinita: true) + **EnableGlue**- Abilita le autorizzazioni per la risoluzione dei problemi di Glue (impostazione predefinita: true) + **CloudWatchKmsKeyArn**- (Facoltativo) ARN della chiave KMS esistente per la CloudWatch crittografia dei registri (solo EMR Serverless, lascia vuoto per la crittografia predefinita) Puoi anche scaricare e rivedere [il CloudFormation modello](https://github.com/aws-samples/aws-emr-utilities/blob/03c20fece616de23ec0ea5389f0113a5bc65fc3a/utilities/apache-spark-agents/spark-troubleshooting-agent-cloudformation/spark-troubleshooting-mcp-setup.yaml), specificare le opzioni sopra e avviare il modello da solo con i comandi CloudFormation CLI, vedi sotto per un esempio: ``` # deploy the stack with CloudFormation CLI commands aws cloudformation deploy \ --template-file spark-troubleshooting-mcp-setup.yaml \ --stack-name spark-troubleshooting-mcp-setup \ --region \ --capabilities CAPABILITY_NAMED_IAM \ --parameter-overrides \ TroubleshootingRoleName=spark-troubleshooting-role # retrieve the 1-line instruction to set the local environment variables, which will be used for the following MCP server configuration aws cloudformation describe-stacks \ --stack-name spark-troubleshooting-mcp-setup \ --region \ --query "Stacks[0].Outputs[?OutputKey=='ExportCommand'].OutputValue" \ --output text ``` Apri la scheda Output (o recupera dal comando CLI CloudFormation describe-stacks sopra) e copia l'istruzione a 1 riga dall' CloudFormation output per impostare le variabili di ambiente, quindi eseguila nell'ambiente locale. Esempio di istruzione a 1 riga: ``` export SMUS_MCP_REGION= && export IAM_ROLE=arn:aws:iam::111122223333:role/spark-troubleshooting-role-xxxxxx ``` Quindi esegui il seguente comando localmente per configurare il profilo IAM e la configurazione del server MCP: ``` # Step 1: Configure AWS CLI Profile aws configure set profile.smus-mcp-profile.role_arn ${IAM_ROLE} aws configure set profile.smus-mcp-profile.source_profile aws configure set profile.smus-mcp-profile.region ${SMUS_MCP_REGION} # Step 2: if you are using kiro CLI, use the following command to add the MCP configuration # Add Spark Troubleshooting MCP Server kiro-cli-chat mcp add \ --name "sagemaker-unified-studio-mcp-troubleshooting" \ --command "uvx" \ --args "[\"mcp-proxy-for-aws@latest\",\"https://sagemaker-unified-studio-mcp.${SMUS_MCP_REGION}.api.aws/spark-troubleshooting/mcp\", \"--service\", \"sagemaker-unified-studio-mcp\", \"--profile\", \"smus-mcp-profile\", \"--region\", \"${SMUS_MCP_REGION}\", \"--read-timeout\", \"180\"]" \ --timeout 180000 \ --scope global # Add Spark Code Recommendation MCP Server kiro-cli-chat mcp add \ --name "sagemaker-unified-studio-mcp-code-rec" \ --command "uvx" \ --args "[\"mcp-proxy-for-aws@latest\",\"https://sagemaker-unified-studio-mcp.${SMUS_MCP_REGION}.api.aws/spark-code-recommendation/mcp\", \"--service\", \"sagemaker-unified-studio-mcp\", \"--profile\", \"smus-mcp-profile\", \"--region\", \"${SMUS_MCP_REGION}\", \"--read-timeout\", \"180\"]" \ --timeout 180000 \ --scope global ``` Questo dovrebbe `~/.kiro/settings/mcp.json` aggiornarsi per includere la configurazione del server MCP come di seguito. ``` { "mcpServers": { "sagemaker-unified-studio-mcp-troubleshooting": { "type": "stdio", "command": "uvx", "args": [ "mcp-proxy-for-aws@latest", "https://sagemaker-unified-studio-mcp.us-east-1.api.aws/spark-troubleshooting/mcp", "--service", "sagemaker-unified-studio-mcp", "--profile", "smus-mcp-profile", "--region", "us-east-1", "--read-timeout", "180" ], "timeout": 180000, "disabled": false }, "sagemaker-unified-studio-mcp-code-rec": { "type": "stdio", "command": "uvx", "args": [ "mcp-proxy-for-aws@latest", "https://sagemaker-unified-studio-mcp.us-east-1.api.aws/spark-code-recommendation/mcp", "--service", "sagemaker-unified-studio-mcp", "--profile", "smus-mcp-profile", "--region", "us-east-1", "--read-timeout", "180" ], "timeout": 180000, "disabled": false } } } ``` Consulta [Interfacce supportate](spark-troubleshooting-using-troubleshooting-agent.md#supported-interfaces) la guida alla configurazione per diversi client MCP come Kiro, Cline e. 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