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Security: ChityShema/sdk-python

Security

docs/security.md

Security & Compliance Guide

This guide covers security best practices and compliance considerations for ETL migrations to AWS Glue.

IAM Security

Glue Job Execution Role

{
    "Version": "2012-10-17",
    "Statement": [
        {
            "Effect": "Allow",
            "Action": [
                "glue:*"
            ],
            "Resource": [
                "arn:aws:glue:region:account:job/job-name"
            ]
        },
        {
            "Effect": "Allow",
            "Action": [
                "s3:GetObject",
                "s3:PutObject",
                "s3:DeleteObject",
                "s3:ListBucket"
            ],
            "Resource": [
                "arn:aws:s3:::bucket-name",
                "arn:aws:s3:::bucket-name/*"
            ]
        }
    ]
}

Best practices:

  • Use least privilege principle
  • Scope permissions to specific resources
  • Regularly audit permissions
  • Use service roles
  • Implement role separation

Data Access Controls

# Generate data access policies
iam_policies = agent.generate_iam_policies(analysis)

# Source data access
source_policy = iam_policies["source_access"]

# Target data access
target_policy = iam_policies["target_access"]

# CloudWatch logging
logging_policy = iam_policies["cloudwatch_access"]

Best practices:

  • Control data access
  • Encrypt sensitive data
  • Monitor access patterns
  • Implement logging
  • Regular audits

Data Protection

Encryption Configuration

# Configure encryption for Glue job
glue_job = agent.generate_glue_job({
    "job": etl_job,
    "security": {
        "encryption": {
            "s3": {
                "mode": "SSE-KMS",
                "kms_key_id": "key-arn"
            },
            "cloudwatch": {
                "mode": "SSE-KMS",
                "kms_key_id": "key-arn"
            },
            "job_bookmarks": {
                "mode": "SSE-KMS",
                "kms_key_id": "key-arn"
            }
        }
    }
})

Best practices:

  • Enable encryption at rest
  • Use KMS for key management
  • Rotate keys regularly
  • Monitor encryption usage
  • Audit encryption settings

Network Security

# Configure network security
network_config = {
    "SecurityGroupIds": ["sg-xxx"],
    "SubnetId": "subnet-xxx",
    "ConnectionType": "NETWORK",
    "RequiresSSL": True
}

# Apply to Glue job
glue_job["security"]["network"] = network_config

Best practices:

  • Use VPC endpoints
  • Configure security groups
  • Enable SSL/TLS
  • Monitor network traffic
  • Regular security reviews

Compliance

Audit Logging

# Enable comprehensive logging
logging_config = {
    "cloudwatch": {
        "log_group": "/aws-glue/jobs",
        "log_stream": "migration-logs",
        "retention_days": 365
    },
    "s3": {
        "audit_bucket": "s3://audit-logs",
        "retention_days": 365
    }
}

# Configure job with logging
glue_job["logging"] = logging_config

Best practices:

  • Enable CloudTrail
  • Configure CloudWatch
  • Set retention periods
  • Monitor activity
  • Regular log review

Data Governance

# Configure data catalog
catalog_config = {
    "database": "migration_db",
    "tables": {
        "source_data": {
            "classification": "confidential",
            "owner": "data_team",
            "retention": "1 year"
        }
    }
}

# Apply governance
glue_job["governance"] = catalog_config

Best practices:

  • Classify data
  • Track lineage
  • Define ownership
  • Set retention
  • Regular reviews

Monitoring & Alerts

Security Monitoring

# Configure security monitoring
monitoring_config = {
    "alerts": {
        "unauthorized_access": {
            "sns_topic": "arn:aws:sns:region:account:topic",
            "threshold": 1
        },
        "encryption_failure": {
            "sns_topic": "arn:aws:sns:region:account:topic",
            "threshold": 1
        }
    }
}

# Apply monitoring
glue_job["monitoring"] = monitoring_config

Best practices:

  • Set up alerts
  • Monitor metrics
  • Track violations
  • Regular reviews
  • Incident response

Compliance Reporting

# Generate compliance reports
compliance_report = {
    "security_controls": {
        "encryption": "enabled",
        "network_isolation": "enabled",
        "access_controls": "implemented"
    },
    "audit_logs": {
        "enabled": True,
        "retention": "365 days"
    }
}

Best practices:

  • Regular reporting
  • Track compliance
  • Document controls
  • Review findings
  • Update policies

Incident Response

Security Incidents

# Configure incident response
incident_response = {
    "alerts": {
        "security_violation": {
            "actions": [
                "suspend_job",
                "notify_security",
                "create_ticket"
            ]
        }
    }
}

# Apply configuration
glue_job["incident_response"] = incident_response

Best practices:

  • Define procedures
  • Set up alerts
  • Document responses
  • Regular drills
  • Post-incident review

Recovery Procedures

# Configure recovery
recovery_config = {
    "backup": {
        "enabled": True,
        "frequency": "daily",
        "retention": "30 days"
    },
    "restore": {
        "procedure": "automated",
        "validation": "required"
    }
}

# Apply recovery configuration
glue_job["recovery"] = recovery_config

Best practices:

  • Define procedures
  • Test recovery
  • Document steps
  • Regular drills
  • Update procedures

Security Testing

Vulnerability Scanning

# Configure security scanning
security_scan = {
    "static_analysis": {
        "enabled": True,
        "frequency": "daily"
    },
    "dynamic_analysis": {
        "enabled": True,
        "frequency": "weekly"
    }
}

# Apply security scanning
glue_job["security_testing"] = security_scan

Best practices:

  • Regular scans
  • Fix vulnerabilities
  • Track findings
  • Document tests
  • Update procedures

Penetration Testing

# Configure pen testing
pen_test = {
    "frequency": "quarterly",
    "scope": [
        "network",
        "application",
        "data_access"
    ],
    "reporting": {
        "required": True,
        "format": "detailed"
    }
}

# Apply pen test configuration
glue_job["pen_testing"] = pen_test

Best practices:

  • Regular testing
  • Fix findings
  • Document results
  • Update security
  • Review procedures

Documentation

Security Documentation

# Generate security documentation
security_docs = {
    "policies": {
        "access_control": "doc/access.md",
        "encryption": "doc/encryption.md",
        "network": "doc/network.md"
    },
    "procedures": {
        "incident_response": "doc/incidents.md",
        "recovery": "doc/recovery.md"
    }
}

# Apply documentation
glue_job["documentation"] = security_docs

Best practices:

  • Document policies
  • Update regularly
  • Review content
  • Train users
  • Track changes

Compliance Documentation

# Generate compliance documentation
compliance_docs = {
    "controls": {
        "access": "doc/access-controls.md",
        "encryption": "doc/encryption-controls.md",
        "monitoring": "doc/monitoring-controls.md"
    },
    "reports": {
        "audit": "doc/audit-reports.md",
        "compliance": "doc/compliance-reports.md"
    }
}

# Apply documentation
glue_job["compliance_docs"] = compliance_docs

Best practices:

  • Document controls
  • Regular updates
  • Review content
  • Maintain history
  • Track changes

There aren’t any published security advisories