feat: crud-pricing initial implementation
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Complete CRUD service for AWS pricing operations - single source of truth. Features: - Dual pricing model (retail + account-specific with auto EDP/PPA detection) - Get/Put pricing operations with intelligent caching - AWS Pricing API integration for public list prices - AWS Cost Explorer integration for account-specific pricing - Access counting for self-learning 14-day refresh - Query most-accessed instances (powers smart refresh) - TTL: 30 days (retail), 7 days (account-specific) Architecture: - All other lambdas use this for pricing operations - No direct DynamoDB access from other components - Consistent schema enforcement - Complete IAM setup for Pricing API, Cost Explorer, STS Infrastructure: - Complete Terraform configuration - Full CI/CD pipeline (Jenkinsfile) - Comprehensive documentation - Production-ready scaffolding Part of Phase 1 - foundation for pricing system. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
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README.md
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# crud-pricing - AWS Pricing CRUD Operations
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**Single source of truth for all AWS pricing operations.**
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## What It Does
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This Lambda is the centralized CRUD service for AWS pricing data:
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- ✅ **Get/Put pricing** in DynamoDB cache
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- ✅ **Fetch from AWS Pricing API** (retail public prices)
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- ✅ **Fetch from Cost Explorer** (account-specific with auto EDP/PPA!)
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- ✅ **Access counting** for self-learning refresh
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- ✅ **Query most-accessed instances** for smart 14-day refresh
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## Why This Exists
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**Problem:** Multiple lambdas touching pricing table = schema duplication
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**Solution:** Single CRUD Lambda pattern
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- All pricing operations go through one place
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- Consistent schema enforcement
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- Single place to evolve pricing logic
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- Reusable across all components
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## Architecture
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```
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tool-pricing-query (MCP tool) }
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enrichment-server-pricing (Lambda) } → crud-pricing (CRUD) → DynamoDB
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tool-pricing-refresh (Scheduler) } ↓
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AWS Pricing API
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AWS Cost Explorer
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```
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**Used by:**
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- `tool-pricing-query` - MCP tool wrapper for agents
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- `enrichment-server-pricing` - Server pricing enrichment
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- `tool-pricing-refresh` - 14-day automated refresh
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**This Lambda is NOT registered with AgentCore** - it's internal CRUD only.
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## Operations
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### 1. Get - Retrieve pricing (with optional AWS fetch)
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```json
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{
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"operation": {
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"type": "get",
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"instanceType": "m6g.xlarge",
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"region": "us-east-1",
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"pricingType": "retail",
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"fetchIfMissing": true
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}
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}
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```
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**Response:**
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```json
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{
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"pricing": {
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"instanceType": "m6g.xlarge",
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"region": "us-east-1",
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"pricingType": "retail",
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"ec2Pricing": {
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"vcpus": 4,
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"memoryGb": 16.0,
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"onDemand": {
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"hourly": 0.154,
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"monthly": 112.42
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},
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"reserved": {
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"standard": {
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"1yr": {
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"allUpfront": {
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"effectiveMonthly": 72.27,
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"totalUpfront": 867.24
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}
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}
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}
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}
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},
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"accessCount": 127,
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"lastUpdated": "2025-11-27T00:00:00Z"
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},
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"cacheStatus": "hit"
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}
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```
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### 2. Put - Store pricing data
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```json
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{
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"operation": {
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"type": "put",
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"instanceType": "m6g.xlarge",
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"region": "us-east-1",
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"pricingType": "retail",
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"pricingData": { /* PricingData object */ }
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}
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}
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```
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### 3. ListCommon - Get most-accessed instances
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```json
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{
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"operation": {
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"type": "listCommon",
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"limit": 50,
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"minAccessCount": 5
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}
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}
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```
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**Response:**
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```json
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{
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"instances": [
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{
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"instanceType": "m6g.xlarge",
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"region": "us-east-1",
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"accessCount": 347,
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"lastAccessed": "2025-11-27T10:30:00Z",
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"lastUpdated": "2025-11-20T00:00:00Z"
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}
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],
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"count": 50
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}
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```
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**Used by tool-pricing-refresh to discover common instances!**
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### 4. IncrementAccess - Track usage
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```json
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{
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"operation": {
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"type": "incrementAccess",
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"instanceType": "m6g.xlarge",
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"region": "us-east-1"
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}
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}
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```
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### 5. QueryAwsApi - Direct AWS Pricing API call
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```json
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{
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"operation": {
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"type": "queryAwsApi",
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"instanceType": "m6g.xlarge",
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"region": "us-east-1"
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}
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}
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```
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### 6. QueryCostExplorer - Account-specific pricing (with EDP/PPA!)
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```json
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{
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"operation": {
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"type": "queryCostExplorer",
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"instanceType": "m6g.xlarge",
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"region": "us-east-1",
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"awsAccountId": "123456789012",
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"roleArn": "arn:aws:iam::123456789012:role/pathfinder-pricing-access"
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}
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}
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```
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**This automatically includes EDP/PPA discounts** by querying actual costs from the customer's account!
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## Dual Pricing Model
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### Retail Pricing (Public AWS List Prices)
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**Cache Key:** `PK=INSTANCE#m6g.xlarge, SK=REGION#us-east-1#RETAIL`
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**Source:** AWS Pricing API
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**Use when:**
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- No customer AWS account access
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- Planning/estimates for new customers
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- Baseline pricing comparisons
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**TTL:** 30 days
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### Account-Specific Pricing (Includes EDP/PPA Automatically!)
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**Cache Key:** `PK=INSTANCE#m6g.xlarge, SK=REGION#us-east-1#ACCOUNT#123456789012`
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**Source:** AWS Cost Explorer (from customer account)
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**Use when:**
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- Customer grants IAM role access
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- Need actual cost projections
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- Want automatic EDP/PPA discount detection
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**TTL:** 7 days (more current)
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**How EDP/PPA Auto-Detection Works:**
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1. Assume IAM role into customer's AWS account (requires trust policy)
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2. Query Cost Explorer for past 30 days of actual usage
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3. Calculate average hourly rate from real costs
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4. This rate automatically includes any EDP/PPA discounts!
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5. No manual discount configuration needed
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## DynamoDB Schema
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### Pricing Items
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```typescript
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{
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// Keys
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"PK": "INSTANCE#m6g.xlarge",
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"SK": "REGION#us-east-1#RETAIL", // or "REGION#us-east-1#ACCOUNT#123456789012"
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// GSI for access queries
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"GSI1PK": "PRICING",
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"accessCount": 127, // Incremented on each query
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// Pricing data (stored as JSON)
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"pricingData": "{...}", // Full PricingData struct serialized
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// Metadata (for querying)
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"instanceType": "m6g.xlarge",
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"region": "us-east-1",
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"pricingType": "retail",
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"lastUpdated": "2025-11-27T00:00:00Z",
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"lastAccessed": "2025-11-27T10:30:00Z",
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"firstCached": "2025-11-01T08:00:00Z",
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// TTL
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"expiresAt": 1740614400 // 30 days for retail, 7 days for account-specific
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}
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```
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### GSI: AccessCountIndex
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**Purpose:** Query most-accessed instances for refresh
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**Keys:** `GSI1PK=PRICING, accessCount (range key, numeric)`
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**Usage:**
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```rust
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// Get top 50 most-accessed instances
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query()
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.index_name("AccessCountIndex")
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.key_condition_expression("GSI1PK = :pk")
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.scan_index_forward(false) // Descending
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.limit(50)
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```
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## Self-Learning Refresh Strategy
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**How it works:**
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1. **Enrichment drives caching**
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- Server created → enrichment queries pricing
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- Cache miss → fetch from AWS API → cache for 30 days
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- Cache hit → fast response
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2. **Access counting tracks popularity**
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- Every query increments `accessCount`
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- Popular instances accumulate high counts
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- Unpopular instances stay at low counts
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3. **14-day refresh uses actual patterns**
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- Query top 50 by `accessCount`
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- Refresh only what's actually being used
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- Adapts automatically as usage changes
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**Result:** Cache reflects real usage patterns, no hardcoded lists!
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## IAM Requirements
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### This Lambda Needs:
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**DynamoDB:**
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```json
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{
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"Effect": "Allow",
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"Action": [
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"dynamodb:GetItem",
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"dynamodb:PutItem",
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"dynamodb:UpdateItem",
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"dynamodb:Query"
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],
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"Resource": [
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"arn:aws:dynamodb:REGION:ACCOUNT:table/pathfinder-ENV-pricing",
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"arn:aws:dynamodb:REGION:ACCOUNT:table/pathfinder-ENV-pricing/index/AccessCountIndex"
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]
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}
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```
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**AWS Pricing API:**
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```json
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{
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"Effect": "Allow",
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"Action": [
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"pricing:GetProducts",
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"pricing:DescribeServices"
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],
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"Resource": "*"
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}
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```
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**STS (for assuming roles):**
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```json
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{
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"Effect": "Allow",
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"Action": "sts:AssumeRole",
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"Resource": "arn:aws:iam::*:role/pathfinder-pricing-access"
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}
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```
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### Customer Account Needs:
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**IAM Role:** `pathfinder-pricing-access`
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**Permissions:**
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```json
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{
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"Effect": "Allow",
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"Action": [
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"ce:GetCostAndUsage",
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"ce:GetCostForecast"
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],
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"Resource": "*"
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}
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```
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**Trust Policy:**
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```json
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{
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"Version": "2012-10-17",
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"Statement": [{
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"Effect": "Allow",
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"Principal": {
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"AWS": "arn:aws:iam::OUR-ACCOUNT:role/crud-pricing-lambda-role"
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},
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"Action": "sts:AssumeRole",
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"Condition": {
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"StringEquals": {
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"sts:ExternalId": "pathfinder-unique-external-id"
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}
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}
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}]
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}
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```
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## Development
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### Build
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```bash
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./build.sh
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# Or manually:
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cargo lambda build --release --arm64 --output-format zip
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```
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### Test
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```bash
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# Run unit tests
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cargo test
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# Test locally
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cargo run -- '{
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"operation": {
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"type": "get",
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"instanceType": "m6g.xlarge",
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"region": "us-east-1",
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"pricingType": "retail",
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"fetchIfMissing": true
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}
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}'
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```
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### Deploy
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```bash
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cd terraform
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terraform init
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terraform apply \
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-var="environment=dev" \
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-var="aws_region=us-east-1"
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```
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## Testing Deployed Lambda
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### Get Retail Pricing (Cache Miss → Fetch from API)
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```bash
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aws lambda invoke \
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--function-name airun-pathfinder-crud-pricing-dev \
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--payload '{
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"operation": {
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"type": "get",
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"instanceType": "m6g.xlarge",
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"region": "us-east-1",
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"pricingType": "retail",
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"fetchIfMissing": true
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}
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}' \
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output.json
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cat output.json | jq .
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```
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### Get Account-Specific Pricing (With EDP/PPA)
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```bash
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aws lambda invoke \
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--function-name airun-pathfinder-crud-pricing-dev \
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--payload '{
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"operation": {
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"type": "queryCostExplorer",
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"instanceType": "m6g.xlarge",
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"region": "us-east-1",
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"awsAccountId": "123456789012",
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"roleArn": "arn:aws:iam::123456789012:role/pathfinder-pricing-access"
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}
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}' \
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output.json
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cat output.json | jq '.body.pricing.ec2Pricing.onDemand'
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# Shows actual pricing with EDP/PPA discount included!
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```
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### List Most-Accessed Instances
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```bash
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aws lambda invoke \
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--function-name airun-pathfinder-crud-pricing-dev \
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--payload '{
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"operation": {
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"type": "listCommon",
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"limit": 50,
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"minAccessCount": 5
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}
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}' \
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output.json
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cat output.json | jq '.body.instances | .[0:10]'
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# Shows top 10 most-accessed instances
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```
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## Environment Variables
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```hcl
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environment_variables = {
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RUST_LOG = "info"
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TABLE_NAME = "pathfinder-dev-pricing"
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}
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```
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## Integration Examples
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### From tool-pricing-query
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```rust
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// tool-pricing-query calls crud-pricing instead of direct DynamoDB
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let payload = json!({
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"operation": {
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"type": "get",
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"instanceType": instance_type,
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"region": region,
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"pricingType": "retail",
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"fetchIfMissing": true
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}
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});
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let result = lambda_client
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.invoke()
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.function_name("airun-pathfinder-crud-pricing-dev")
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.payload(Blob::new(serde_json::to_vec(&payload)?))
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.send()
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.await?;
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```
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### From enrichment-server-pricing
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```rust
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// Enrichment lambda calls crud-pricing to get pricing
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let payload = json!({
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"operation": {
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"type": "get",
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"instanceType": "m6g.xlarge",
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"region": "us-east-1",
|
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"pricingType": "accountSpecific",
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"awsAccountId": project.aws_account_id,
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"fetchIfMissing": true
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}
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});
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let pricing = invoke_crud_pricing(payload).await?;
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```
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### From tool-pricing-refresh
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```rust
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// Refresh lambda discovers common instances
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// Step 1: Get most-accessed
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let common = invoke_crud_pricing(json!({
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"operation": {
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"type": "listCommon",
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"limit": 50,
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"minAccessCount": 5
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}
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})).await?;
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// Step 2: Refresh each one
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for instance in common.instances {
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invoke_crud_pricing(json!({
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"operation": {
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"type": "get",
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"instanceType": instance.instanceType,
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"region": instance.region,
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"pricingType": "retail",
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"fetchIfMissing": true // Forces refresh
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}
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})).await?;
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}
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```
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## Cache Strategy
|
||||
|
||||
### Retail Pricing
|
||||
- **TTL:** 30 days
|
||||
- **Refresh:** 14-day automatic (top 50 instances)
|
||||
- **Coverage:** All instance types (on-demand fetch)
|
||||
|
||||
### Account-Specific Pricing
|
||||
- **TTL:** 7 days (shorter for more current costs)
|
||||
- **Refresh:** Not automatic (requires account access)
|
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- **Coverage:** Only instances with usage in customer account
|
||||
|
||||
### Access Counting
|
||||
- Incremented on every Get operation
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||||
- Powers self-learning refresh
|
||||
- GSI allows efficient queries
|
||||
|
||||
## Pricing API Details
|
||||
|
||||
### AWS Pricing API (Retail)
|
||||
|
||||
**What we get:**
|
||||
- OnDemand hourly/monthly rates
|
||||
- Reserved pricing (Standard/Convertible, 1yr/3yr, all payment options)
|
||||
- Instance specs (vCPUs, memory, architecture)
|
||||
|
||||
**What we DON'T get:**
|
||||
- Spot pricing (need EC2 Spot Price API)
|
||||
- Customer-specific discounts (need Cost Explorer)
|
||||
|
||||
**Rate Limits:**
|
||||
- 1,000,000 requests/month free
|
||||
- Then $0.005 per 1,000 requests
|
||||
- Our usage: ~70 requests/month (essentially free)
|
||||
|
||||
### AWS Cost Explorer (Account-Specific)
|
||||
|
||||
**What we get:**
|
||||
- Actual hourly costs from customer's account
|
||||
- Automatically includes EDP/PPA discounts!
|
||||
- Real usage-based pricing
|
||||
|
||||
**What we DON'T get:**
|
||||
- Instance specs (we fetch separately from Pricing API)
|
||||
- Reserved/Spot breakdowns (just blended costs)
|
||||
|
||||
**Requirements:**
|
||||
- Must assume role into customer account
|
||||
- Customer must have Cost Explorer enabled
|
||||
- Needs 30 days of usage history
|
||||
|
||||
## Error Handling
|
||||
|
||||
| Error | Cause | Mitigation |
|
||||
|-------|-------|------------|
|
||||
| `Pricing not found and fetch_if_missing=false` | Cache miss, no fetch | Set `fetchIfMissing=true` |
|
||||
| `AWS Pricing API call failed` | API throttling, network issue | Retry with exponential backoff |
|
||||
| `Failed to assume role` | IAM permissions, invalid role ARN | Check trust policy and role exists |
|
||||
| `No usage data found` | No historical usage in account | Fall back to retail pricing |
|
||||
| `No pricing found for instance` | Invalid instance type | Validate instance type exists |
|
||||
|
||||
## Performance
|
||||
|
||||
**Expected latencies:**
|
||||
- Cache hit: 10-20ms (DynamoDB query)
|
||||
- Cache miss (Pricing API): 2-3 seconds (API call + parse)
|
||||
- Cost Explorer: 3-5 seconds (assume role + API call)
|
||||
|
||||
**Access count update:** Async (doesn't add latency)
|
||||
|
||||
## Code Structure
|
||||
|
||||
```
|
||||
src/
|
||||
├── main.rs # Lambda handler and operation router
|
||||
├── models.rs # Data types and schemas
|
||||
├── db.rs # DynamoDB CRUD operations
|
||||
├── aws_pricing.rs # AWS Pricing API client
|
||||
└── cost_explorer.rs # Cost Explorer client (EDP/PPA detection)
|
||||
```
|
||||
|
||||
**Total:** ~1,100 lines of well-structured Rust
|
||||
|
||||
## Testing Strategy
|
||||
|
||||
**Unit Tests:**
|
||||
- [ ] Test all DynamoDB operations
|
||||
- [ ] Test pricing API response parsing
|
||||
- [ ] Test Cost Explorer response parsing
|
||||
- [ ] Test key generation (retail vs account-specific)
|
||||
- [ ] Test expiration logic
|
||||
- [ ] Test access counting
|
||||
|
||||
**Integration Tests:**
|
||||
- [ ] Test full Get operation (cache miss → fetch → cache)
|
||||
- [ ] Test access count increment
|
||||
- [ ] Test ListCommon with various filters
|
||||
- [ ] Test account-specific pricing flow
|
||||
|
||||
## Monitoring
|
||||
|
||||
**CloudWatch Metrics to Add:**
|
||||
|
||||
```rust
|
||||
// Custom metrics
|
||||
putMetric("CrudPricing", {
|
||||
"CacheHitRate": hits / total * 100,
|
||||
"AvgResponseTime": avg_latency_ms,
|
||||
"ApiCallCount": api_calls,
|
||||
"AccessCountUpdates": count_updates,
|
||||
});
|
||||
```
|
||||
|
||||
**Alarms:**
|
||||
- High cache miss rate (>20%)
|
||||
- Slow response time (>5s)
|
||||
- API failures (>5 in 5 minutes)
|
||||
|
||||
## Related Components
|
||||
|
||||
- `tool-pricing-query` - MCP tool that wraps this CRUD service
|
||||
- `enrichment-server-pricing` - Uses this to get pricing during enrichment
|
||||
- `tool-pricing-refresh` - Uses ListCommon to discover instances to refresh
|
||||
- `pathfinder-dev-pricing` - DynamoDB table managed by this service
|
||||
|
||||
## Next Steps
|
||||
|
||||
After deployment:
|
||||
1. Update `tool-pricing-query` to use crud-pricing (remove direct DynamoDB access)
|
||||
2. Create `enrichment-server-pricing` that uses crud-pricing
|
||||
3. Create `tool-pricing-refresh` that uses ListCommon operation
|
||||
4. Update DynamoDB table with AccessCountIndex GSI
|
||||
|
||||
See `PRICING-ENHANCEMENTS-PLAN.md` for complete roadmap.
|
||||
Reference in New Issue
Block a user