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#!/usr/bin/env python3
"""
Module Scaffolding Script
Generates the RASP documentation structure (README, AGENTS, SPEC, PAI)
plus __init__.py for new submodules and modules.
Usage:
python scaffold_modules.py --dry-run # Preview changes
python scaffold_modules.py # Execute creation
"""
import sys
from datetime import datetime
from pathlib import Path
from codomyrmex.utils.cli_helpers import (
print_info,
print_success,
print_warning,
setup_logging,
)
# Add project root to path
PROJECT_ROOT = Path(__file__).parent.parent.parent
sys.path.insert(0, str(PROJECT_ROOT))
# ============================================================================
# SUBMODULE DEFINITIONS
# ============================================================================
SUBMODULES = {
"agents": [
(
"o1",
"OpenAI o1/o3 reasoning model integration for advanced multi-step reasoning tasks",
),
("deepseek", "DeepSeek Coder integration for code generation and analysis"),
("qwen", "Qwen-Coder integration for multilingual code assistance"),
("pooling", "Multi-agent load balancing, failover, and intelligent routing"),
(
"evaluation",
"Agent benchmarking, quality metrics, and performance comparison",
),
("history", "Conversation and context persistence for stateful interactions"),
],
"llm": [
(
"guardrails",
"Input/output safety validation including prompt injection defense",
),
(
"streaming",
"Streaming response handlers for real-time LLM output processing",
),
("embeddings", "Text embedding generation, caching, and similarity search"),
("rag", "Retrieval-Augmented Generation pipeline with document processing"),
("cost_tracking", "Token counting, billing estimation, and usage analytics"),
("prompts", "Enhanced prompt versioning, storage, and template management"),
],
"api": [
("webhooks", "Webhook dispatch and receipt management for event-driven APIs"),
("mocking", "API mock server for development and testing workflows"),
(
"circuit_breaker",
"Resilience patterns including retry, circuit breaker, and bulkhead",
),
("pagination", "Cursor and offset pagination utilities for API responses"),
],
"cache": [
("warmers", "Cache pre-population and predictive caching strategies"),
("async_ops", "Async cache operations for non-blocking cache access"),
("replication", "Cross-region cache synchronization and consistency"),
],
"security": [
("scanning", "SAST/DAST integration for automated security testing"),
("secrets", "Secret detection, rotation, and secure storage management"),
("compliance", "GDPR, SOC2, HIPAA compliance checking and reporting"),
("audit", "Security audit logging and forensic analysis"),
],
"telemetry": [
("tracing", "Distributed tracing setup helpers and context propagation"),
("sampling", "Dynamic sampling strategies for high-volume telemetry"),
("alerting", "Alert rule configuration and notification routing"),
],
"orchestrator": [
("pipelines", "Multi-step pipeline definitions with DAG support"),
("triggers", "Event and time-based workflow triggers"),
("state", "State machine implementations for workflow control"),
("templates", "Reusable workflow templates and patterns"),
],
"database_management": [
("connections", "Connection pooling, lifecycle management, and health checks"),
("replication", "Read replica routing and load balancing"),
("sharding", "Horizontal sharding utilities and partition management"),
("audit", "Query logging, analysis, and slow query detection"),
],
"validation": [
("schemas", "Schema registry, versioning, and evolution management"),
("sanitizers", "Input sanitization and normalization utilities"),
("rules", "Custom validation rule definitions and composition"),
],
"skills": [
("marketplace", "Skill discovery from external sources and repositories"),
("versioning", "Skill version management and compatibility tracking"),
("permissions", "Skill capability permissions and access control"),
],
}
# ============================================================================
# NEW MODULE DEFINITIONS
# ============================================================================
NEW_MODULES = [
(
"graph_rag",
"Knowledge graph integration with RAG for structured knowledge retrieval and reasoning",
),
(
"agentic_memory",
"Long-term agent memory systems for stateful, persistent agent interactions",
),
(
"prompt_testing",
"Prompt evaluation, A/B testing, and quality assurance at scale",
),
(
"inference_optimization",
"Model quantization, distillation, and pruning for cost-effective inference",
),
("multimodal", "Vision, audio, and image processing for multi-modal AI workflows"),
(
"cost_management",
"Cloud and API spend tracking, optimization, and budget alerting",
),
(
"observability_dashboard",
"Unified dashboards for telemetry visualization and monitoring",
),
("workflow_testing", "End-to-end workflow validation and integration testing"),
("migration", "Cross-provider migration tools for cloud and database transitions"),
("data_lineage", "Data provenance tracking and transformation audit trails"),
(
"notification",
"Multi-channel notification dispatch including email, Slack, and SMS",
),
("feature_store", "ML feature management, versioning, and serving"),
("model_registry", "ML model versioning, storage, and deployment tracking"),
]
def generate_readme(name: str, description: str, parent: str | None = None) -> str:
"""Generate README.md content."""
full_name = f"{parent}/{name}" if parent else name
return f"""# {name.replace("_", " ").title()}
{description}
## Overview
The `{name}` {"submodule" if parent else "module"} provides {description.lower()}.
## Installation
This {"submodule" if parent else "module"} is part of the Codomyrmex platform and is installed with the main package.
```bash
pip install codomyrmex
```
## Quick Start
```python
from codomyrmex.{full_name.replace("/", ".")} import *
# Minimal usage example (update after implementation):
# obj = SomeClass()
# result = obj.some_method()
```
## Features
- Feature 1: Description
- Feature 2: Description
- Feature 3: Description
## API Reference
See [API_SPECIFICATION.md](./API_SPECIFICATION.md) for detailed API documentation.
## Related Modules
- [`{parent}`](../) - Parent module
"""
def generate_agents(name: str, description: str, parent: str | None = None) -> str:
"""Generate AGENTS.md content."""
full_name = f"{parent}/{name}" if parent else name
return f"""# AI Agent Guidelines - {name.replace("_", " ").title()}
**Module**: `codomyrmex.{full_name.replace("/", ".")}`
**Version**: v0.1.0
**Status**: Active
## Purpose
{description}
## Agent Instructions
When working with this {"submodule" if parent else "module"}:
### Key Patterns
1. **Import Convention**:
```python
from codomyrmex.{full_name.replace("/", ".")} import <specific_import>
```
2. **Error Handling**: Always handle exceptions gracefully
3. **Configuration**: Check for required environment variables
### Common Operations
- Operation 1: Description
- Operation 2: Description
### Integration Points
- Integrates with: `{parent}` (parent module)
- Dependencies: Listed in `__init__.py`
## File Reference
| File | Purpose |
|------|---------|
| `__init__.py` | Module exports and initialization |
| `README.md` | User documentation |
| `SPEC.md` | Technical specification |
## Troubleshooting
Common issues and solutions:
1. **Issue**: Description
**Solution**: Resolution steps
"""
def generate_spec(name: str, description: str, parent: str | None = None) -> str:
"""Generate SPEC.md content."""
full_name = f"{parent}/{name}" if parent else name
return f"""# Technical Specification - {name.replace("_", " ").title()}
**Module**: `codomyrmex.{full_name.replace("/", ".")}`
**Version**: v0.1.0
**Last Updated**: {datetime.now().strftime("%Y-%m-%d")}
## 1. Purpose
{description}
## 2. Architecture
### 2.1 Components
```
{name}/
βββ __init__.py # Module exports
βββ README.md # Documentation
βββ AGENTS.md # Agent guidelines
βββ SPEC.md # This file
βββ PAI.md # Personal AI context
βββ core.py # Core implementation
```
### 2.2 Dependencies
- Python 3.10+
- Parent module: `{parent or "codomyrmex"}`
## 3. Interfaces
### 3.1 Public API
```python
# Primary exports β fill in after implementing src/codomyrmex/{full_name}/core.py:
# from .core import MainClass
```
### 3.2 Configuration
Environment variables:
- `CODOMYRMEX_*`: Configuration options
## 4. Implementation Notes
### 4.1 Design Decisions
1. **Decision 1**: Rationale
### 4.2 Limitations
- Known limitation 1
- Known limitation 2
## 5. Testing
```bash
# Run tests for this module
pytest tests/{full_name.replace("/", "_")}/
```
## 6. Future Considerations
- Enhancement 1
- Enhancement 2
"""
def generate_pai(name: str, description: str, parent: str | None = None) -> str:
"""Generate PAI.md content."""
full_name = f"{parent}/{name}" if parent else name
return f"""# Personal AI Infrastructure - {name.replace("_", " ").title()}
**Module**: `codomyrmex.{full_name.replace("/", ".")}`
**Version**: v0.1.0
**Status**: Active
## Context
{description}
## AI Strategy
As an AI agent working with this {"submodule" if parent else "module"}:
### Core Principles
1. **Graceful Degradation**: Handle missing dependencies gracefully
2. **Configuration Awareness**: Check environment and config before operations
3. **Consistent Patterns**: Follow established module patterns
### Usage Pattern
```python
from codomyrmex.{full_name.replace("/", ".")} import <component>
# Pattern for safe usage
try:
result = component.operation()
except Exception as e:
logger.warning(f"Operation failed: {{e}}")
# Fallback behavior
```
## Key Files
| File | Purpose |
|------|---------|
| `__init__.py` | Module initialization |
| `core.py` | Core implementation |
## Future Considerations
1. **Enhancement Area 1**: Description
2. **Enhancement Area 2**: Description
"""
def generate_init(name: str, description: str, parent: str | None = None) -> str:
"""Generate __init__.py content."""
return f'''"""
{name.replace("_", " ").title()} {"Submodule" if parent else "Module"}
{description}
"""
__version__ = "0.1.0"
__all__ = []
# Lazy imports for performance
# from .core import *
'''
def create_module_structure(
base_path: Path,
name: str,
description: str,
parent: str | None = None,
dry_run: bool = False,
) -> list:
"""Create the full module/submodule structure."""
created_files = []
module_path = base_path / name
if not dry_run:
module_path.mkdir(parents=True, exist_ok=True)
files = {
"README.md": generate_readme(name, description, parent),
"AGENTS.md": generate_agents(name, description, parent),
"SPEC.md": generate_spec(name, description, parent),
"PAI.md": generate_pai(name, description, parent),
"__init__.py": generate_init(name, description, parent),
}
for filename, content in files.items():
file_path = module_path / filename
if not dry_run:
if not file_path.exists():
file_path.write_text(content)
created_files.append(str(file_path))
else:
created_files.append(f"[DRY RUN] Would create: {file_path}")
return created_files
def create_script_structure(
scripts_base: Path,
name: str,
description: str,
parent: str | None = None,
dry_run: bool = False,
) -> list:
"""Create corresponding script directory."""
created_files = []
script_path = scripts_base / parent / name if parent else scripts_base / name
if not dry_run:
script_path.mkdir(parents=True, exist_ok=True)
# Construct components
title = name.replace("_", " ").title()
submod_type = "submodule" if parent else "module"
parent_levels = "/.." if parent else ""
demo_script = f'''#!/usr/bin/env python3
"""
{title} Demo Script
Demonstrates functionality of the {name} {submod_type}.
"""
import sys
from pathlib import Path
# Add project root to path
PROJECT_ROOT = Path(__file__).parent.parent.parent{parent_levels}
sys.path.insert(0, str(PROJECT_ROOT / "src"))
def main():
\"\"\"Main demonstration.\"\"\"
raise NotImplementedError(
"Demo for '{name}' is not yet implemented. "
"Implement src/codomyrmex/{name}/ first, "
"then replace this with real demonstrations."
)
if __name__ == "__main__":
sys.exit(main())
'''
demo_path = script_path / f"{name}_demo.py"
if not dry_run:
if not demo_path.exists():
demo_path.write_text(demo_script)
created_files.append(str(demo_path))
else:
created_files.append(f"[DRY RUN] Would create: {demo_path}")
return created_files
def main() -> int:
"""Main execution."""
setup_logging()
dry_run = "--dry-run" in sys.argv
src_base = PROJECT_ROOT / "src" / "codomyrmex"
scripts_base = PROJECT_ROOT / "scripts"
all_created = []
print("=" * 60)
print_info("CODOMYRMEX MODULE SCAFFOLDING")
print("=" * 60)
if dry_run:
print_info("DRY RUN MODE - No files will be created")
# Phase 1: Create submodules
print_info("Phase 1: Creating Submodules")
for parent, submodules in SUBMODULES.items():
parent_path = src_base / parent
if not parent_path.exists():
print_warning(f"Parent module not found: {parent}")
continue
print(f"\n {parent}/")
for name, description in submodules:
files = create_module_structure(
parent_path, name, description, parent, dry_run
)
all_created.extend(files)
script_files = create_script_structure(
scripts_base, name, description, parent, dry_run
)
all_created.extend(script_files)
print_success(f" {name}")
# Phase 2: Create new modules
print_info("Phase 2: Creating New Modules")
for name, description in NEW_MODULES:
files = create_module_structure(src_base, name, description, None, dry_run)
all_created.extend(files)
script_files = create_script_structure(
scripts_base, name, description, None, dry_run
)
all_created.extend(script_files)
print_success(f" {name}")
# Summary
print("\n" + "=" * 60)
print_info(f"{'Would create' if dry_run else 'Created'} {len(all_created)} files")
print("=" * 60)
if dry_run:
print_info("Run without --dry-run to create files")
else:
print_success("All modules scaffolded successfully")
return 0
if __name__ == "__main__":
sys.exit(main())