sla-security-agent/databricks.yml at main · MagyoDev/sla-security-agent · GitHub

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bundle:
  name: sla-security-agent

variables:
  app_name:
    description: Nome do Databricks App do S.L.A
    default: agent-sla-security

  experiment_id:
    description: ID do experimento MLflow do S.L.A
    default: "2273192686195635"

resources:
  apps:
    agent_sla_security:
      name: ${var.app_name}

      description: >-
        Agente do S.L.A para consultar capturas de rede,
        analisar tráfego e apoiar investigações de segurança.

      source_code_path: ./app/agent-openai-agents-sdk

      compute_size: MEDIUM

      config:
        command:
          - uv
          - run
          - start-app

        env:
          - name: MLFLOW_TRACKING_URI
            value: databricks

          - name: MLFLOW_REGISTRY_URI
            value: databricks-uc

          - name: API_PROXY
            value: http://localhost:8000/invocations

          - name: CHAT_APP_PORT
            value: "3000"

          - name: CHAT_PROXY_TIMEOUT_SECONDS
            value: "300"

          - name: MLFLOW_EXPERIMENT_ID
            value_from: experiment

          - name: LLM_ENDPOINT
            value_from: llm

      resources:
        - name: experiment
          experiment:
            experiment_id: ${var.experiment_id}
            permission: CAN_EDIT

        - name: llm
          serving_endpoint:
            name: databricks-qwen3-next-80b-a3b-instruct
            permission: CAN_QUERY

        - name: capture_summary
          uc_securable:
            securable_type: FUNCTION
            securable_full_name: workspace.security_agent.get_capture_summary
            permission: EXECUTE

        - name: top_destination_ports
          uc_securable:
            securable_type: FUNCTION
            securable_full_name: workspace.security_agent.get_top_destination_ports
            permission: EXECUTE

        - name: top_endpoints
          uc_securable:
            securable_type: FUNCTION
            securable_full_name: workspace.security_agent.get_top_endpoints
            permission: EXECUTE

        - name: top_dns_queries
          uc_securable:
            securable_type: FUNCTION
            securable_full_name: workspace.security_agent.get_top_dns_queries
            permission: EXECUTE

        - name: protocol_summary
          uc_securable:
            securable_type: FUNCTION
            securable_full_name: workspace.security_agent.get_protocol_summary
            permission: EXECUTE

        - name: top_flows
          uc_securable:
            securable_type: FUNCTION
            securable_full_name: workspace.security_agent.get_top_flows
            permission: EXECUTE

        - name: tcp_flags_summary
          uc_securable:
            securable_type: FUNCTION
            securable_full_name: workspace.security_agent.get_tcp_flags_summary
            permission: EXECUTE

        - name: security_findings
          uc_securable:
            securable_type: FUNCTION
            securable_full_name: workspace.security_agent.get_security_findings
            permission: EXECUTE

        - name: packet_length_summary
          uc_securable:
            securable_type: FUNCTION
            securable_full_name: workspace.security_agent.get_packet_length_summary
            permission: EXECUTE

        - name: packet_length_distribution
          uc_securable:
            securable_type: FUNCTION
            securable_full_name: workspace.security_agent.get_packet_length_distribution
            permission: EXECUTE

        - name: traffic_direction_summary
          uc_securable:
            securable_type: FUNCTION
            securable_full_name: workspace.security_agent.get_traffic_direction_summary
            permission: EXECUTE

        - name: latest_capture_pair
          uc_securable:
            securable_type: FUNCTION
            securable_full_name: workspace.security_agent.get_latest_capture_pair
            permission: EXECUTE

        - name: capture_comparison
          uc_securable:
            securable_type: FUNCTION
            securable_full_name: workspace.security_agent.get_capture_comparison
            permission: EXECUTE

  jobs:
    sla_ingestion:
      name: sla-security-ingestion

      queue:
        enabled: true

      trigger:
        pause_status: UNPAUSED

        file_arrival:
          url: /Volumes/workspace/security_agent/sla_raw/incoming/
          min_time_between_triggers_seconds: 300
          wait_after_last_change_seconds: 120

      tasks:
        - task_key: refresh_sla_tables

          notebook_task:
            notebook_path: ./jobs/refresh_sla_tables.py.ipynb

          max_retries: 1
          timeout_seconds: 900

    sla_evaluation:
      name: sla-security-evaluation

      parameters:
        - name: experiment_id
          default: ${var.experiment_id}

      tasks:
        - task_key: evaluate_agent

          notebook_task:
            notebook_path: ./tests/evaluate_agent.py.ipynb

          environment_key: evaluation_environment

          max_retries: 0
          timeout_seconds: 1800

      environments:
        - environment_key: evaluation_environment
          spec:
            environment_version: "5"

targets:
  dev:
    mode: development
    default: true

  prod:
    mode: production

    resources:
      apps:
        agent_sla_security:
          name: ${var.app_name}