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