S3 Provisioner Tool documentation¶

Welcome to the S3 Provisioner Tool documentation. This tool helps you provision and manage AWS S3 buckets with best practices built-in.

📚 Getting Started (Read First)¶

Start here if you’re new to the S3 Provisioner.

README: Quick start and overview - Your first stop. Covers what the tool does, why it exists, quick start commands, and common workflows. Read this first to understand the tool’s value proposition and get running in 15 minutes.
USER_GUIDE: Complete command reference - Comprehensive guide covering all 15 actions, deployment patterns (shared vs dedicated buckets), volume mounts, AWS credentials, and best practices. Essential reading for daily operations.

📖 Core Documentation (Essential)¶

Core references you’ll use frequently.

CONFIGURATION: Configuration parameters reference - Detailed explanation of every YAML parameter (client, environment, s3 sections), complete examples for different scenarios (production, compliance, development), lifecycle policy profiles, and validation rules.
S3_FOLDERS: Complete folder structure reference - Technical documentation of the 130+ folder hierarchy created by the tool, organized by ML pipeline phase (data, models, notebooks, artifacts, code, config). Use this to understand where to place your ML assets.
ML_LIFECYCLE_POLICIES: Lifecycle policy details - Deep dive into the 4 lifecycle profiles (ml-optimized, compliance, development, none), cost analysis, transition timelines, and custom policy implementation guidance. Essential for cost optimization.

🔧 Operations (Day-to-Day Use)¶

Operational guides for managing deployed infrastructure.

BACKUP_RECOVERY: Backup and recovery procedures - Disaster recovery strategies, backup procedures for configurations and data, recovery workflows, and RTO/RPO guidelines. Critical for production environments.
MONITORING_HEALTH_CHECKS: Monitoring and health checks - CloudWatch metrics, S3 event notifications, health check procedures, alerting strategies, and operational dashboards. Essential for production monitoring.
UPDATE_PROCEDURES: Update and maintenance procedures - How to update configurations, modify existing buckets, add new solutions, and perform maintenance tasks without downtime.
COST_OPTIMIZATION: Cost optimization strategies - Storage class comparisons, lifecycle policy cost analysis, Pattern A vs Pattern B cost breakdown, and recommendations for reducing S3 spend.
PERFORMANCE_TUNING: Performance tuning guide - S3 request rate optimization, multipart upload tuning, transfer acceleration, and performance considerations for ML workloads.

🔒 Security & Compliance¶

Security, permissions, and compliance documentation.

IAM_PERMISSIONS: Required AWS permissions - Complete IAM policy requirements for S3, CloudFormation, Lambda, and VPC operations. Includes least-privilege policies and role-based access examples.
SECURITY: Security overview - High-level security architecture, encryption at rest/in transit, access control patterns, and security best practices.
SECURITY_GUIDELINES: Detailed security guidelines - Comprehensive security implementation guide covering bucket policies, encryption, access logging, VPC endpoints, and compliance requirements.
GOVERNANCE_COMPLIANCE: Enterprise governance framework - Complete reference architecture for implementing governance, compliance, and audit capabilities. Includes ready-to-use JSON schemas for audit logs, data lineage, compliance metadata, RBAC examples, and multi-framework compliance support (GDPR, HIPAA, SOC 2, ISO 27001, CCPA).

🐛 Troubleshooting & Support¶

Problem resolution and getting help.

TROUBLESHOOTING: Common issues and solutions - Comprehensive troubleshooting guide covering AWS credentials, configuration errors, lifecycle policy issues, CloudFormation errors, Docker errors, deletion errors, and solution deployment errors. Includes quick diagnostics and advanced troubleshooting techniques.
SUPPORT: Support information - How to get help, support channels, escalation procedures, and what information to include in support requests.

📊 Advanced Topics (Optional)¶

Deep dives for advanced users and specific use cases.

APPLICATION_ARCHITECTURE: Complete architecture documentation - Enterprise-grade technical documentation covering system architecture, design decisions, CloudFormation implementation, Lambda functions, security architecture, and deployment patterns. For architects and advanced users.
INTEGRATION_EXAMPLES: Integration examples - How to integrate provisioned S3 buckets with SageMaker, Lambda, Glue, and CI/CD pipelines.
MIGRATION_GUIDE: Migration guide - Migrating from manual S3 setup, Terraform, or CDK to the S3 Provisioner. Includes data migration strategies by size.

📋 Reference (As Needed)¶

Version history, roadmap, feedback, and examples.

RELEASE_NOTES: Version history and changes - Release history, new features, bug fixes, breaking changes, and upgrade notes for each version.
ROADMAP: Future features and plans - Planned features, enhancement requests, and product roadmap. See what’s coming next.
FEEDBACK: Feedback and feature requests - Submit feature requests, vote on planned features, and provide documentation feedback.

📚 Getting Started:

📖 Core Documentation:

🔧 Operations:

🔒 Security & Compliance:

🐛 Troubleshooting and Support:

📊 Advanced Topics:

📋 Reference:

🎯 Quick Navigation by Task¶

Get started quickly: → README → User Guide
Understand configuration options: → Configuration Reference
Understand the folder structure: → S3 Folder Structure Reference
Optimize costs with lifecycle policies: → ML Pipeline Lifecycle Policies
Set up IAM permissions: → IAM Permissions
Implement security best practices: → Security Guidelines
Implement governance and compliance: → Governance, Compliance, and Audit Capabilities
Set up monitoring: → Monitoring and Health Checks
Troubleshoot an issue: → Troubleshooting
Plan disaster recovery: → Backup and Recovery Procedures
Update existing infrastructure: → Update Procedures
Understand the architecture: → Application Architecture
Get support: → Support
Optimize costs: → Cost Optimization
Tune performance: → Performance Tuning Guide
Integrate with other AWS services: → Integration Examples
Migrate from another tool: → Migration Guide
Submit feedback or feature requests: → Feedback

📖 Recommended Reading Order¶

For New Users¶

README - Overview and quick start
User Guide - Complete command reference
Configuration Reference - Configuration parameters
Troubleshooting - Common issues

For Production Deployment¶

Configuration Reference - Production configuration
IAM Permissions - Security setup
Security Guidelines - Security hardening
Monitoring and Health Checks - Monitoring setup
Backup and Recovery Procedures - Disaster recovery planning

For Compliance/Governance¶

Governance, Compliance, and Audit Capabilities - Governance framework
Security Guidelines - Security compliance
ML Pipeline Lifecycle Policies - Data retention policies

For Architects and Advanced Users¶

Application Architecture - Technical architecture
S3 Folder Structure Reference - Folder structure design
Governance, Compliance, and Audit Capabilities - Enterprise patterns

🏗️ S3 Architecture Patterns¶

The S3 Provisioner implements a comprehensive, standardized folder structure for ML workloads:

ML-Optimized Folder Hierarchy: A 130+ folder structure organized by ML pipeline phases (data, models, notebooks, artifacts, code, config). This standardized layout supports the complete ML lifecycle from data ingestion through model deployment. See S3 Folder Structure Reference for the complete hierarchy and Configuration Reference for deployment examples.

📝 Documentation Conventions¶

UPPERCASE_WITH_UNDERSCORES.md - Main documentation files
lowercase-with-hyphens.html - Example reports
All paths are relative to the docs/ directory
Code examples use bash syntax unless otherwise noted
AWS resource names follow the pattern: {company_prefix}-{env}-{account_alias}-{region}

🔄 Documentation Updates¶

This documentation is version-controlled and updated with each release. See Release Notes for documentation changes in each version.

Last Updated: 2025-04-01