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Odibi Framework
Lesson 15 Solution
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henryodibi11/Odibi
Odibi Framework
henryodibi11/Odibi
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Start
👋 Home
🚀 Quickstart (10 min)
📦 Install
📘 Your First Project
🎯 Playbook
🆘 Troubleshooting
❓ FAQ
🎓 Learning Journeys
🎓 Learning Journeys
Choose Your Journey
📊 Business Analyst (2-3h)
🎓 Junior Data Engineer (4-6h)
🚀 Senior Data Engineer (1-2d)
⚗️ Chemical Engineer / SME (2-3h)
🔬 Simulation
🔬 Simulation
Overview
Why Odibi Simulation
Getting Started
Simulation Playbook
Equipment Reference
Core Concepts
Generators Reference
Stateful Functions
Advanced Features
Incremental Mode
Patterns & Recipes
Patterns & Recipes
Overview
Foundational (1-8)
Process & ChemE (9-15)
Energy & Utilities (16-20)
Manufacturing (21-25)
Environmental (26-28)
Healthcare (29-30)
Business & IT (31-35)
Data Engineering (36-38)
Process Control & ChemE
Tutorials
Tutorials
Dimensional Modeling
Dimensional Modeling
01 Introduction
02 Dimension Pattern
03 Date Dimension
04 Fact Pattern
05 Aggregation
06 Full Star Schema
07 Semantic Layer Intro
08 Defining Metrics
09 Defining Dimensions
10 Querying Metrics
11 Materializing Metrics
12 Full Semantic Example
13 FK Validation
Medallion Layers
Medallion Layers
Bronze Layer
Silver Layer
Gold Layer
Spark Engine
Azure Connections
Examples (Copy/Paste)
Examples (Copy/Paste)
Overview
1. Hello World
2. Incremental SQL
3. SCD2 Dimension
4. Fact Table
5. Full Pipeline
How-to Guides
How-to Guides
The Definitive Guide
Decision Guide
Patterns (Problem → Solution)
Patterns (Problem → Solution)
Overview
Data Loading
Data Loading
Append-Only Raw
Incremental Stateful
Merge/Upsert
SQL Server Merge
Windowed Reprocess
Smart Read
Skip If Unchanged
Dimensional Modeling
Dimensional Modeling
Dimension Pattern
Date Dimension
Fact Pattern
Aggregation Pattern
SCD2 Pattern
Manufacturing
Manufacturing
Phase Analysis
Engineering
Engineering
Unit Conversion
Thermodynamics
Anti-Patterns
Common Tasks
Common Tasks
Writing Transformations
Custom Functions Reference
Variable Substitution
Explanation Feature
API Data Sources
How to Read a Data Story
Cookbook (Recipes)
Testing Pipelines
Best Practices
Interfaces
Interfaces
CLI Master Guide
Python API Guide
Semantic Layer
Semantic Layer
Overview
Defining Metrics
Querying
Materializing
Running Views
Platform & Scaling
Platform & Scaling
Performance Tuning
Production Deployment
Environments
Secrets Management
Azure Setup
WSL Setup
Chemical Engineering (ChemE × DE)
Chemical Engineering (ChemE × DE)
📚 Seborg Textbook Mapping
ChemE Simulation Guide
Renewable Energy
Concepts
Concepts
Philosophy
Architecture
Medallion Architecture
Core Concepts
Core Concepts
Pipelines & Nodes
Connections
Data Exploration
Engines
Transformers
Loading Patterns
Configuration
State Management
Recipes
Stories
Orchestration
Bulk Copy (SQL Server)
Data Engineering 101
Data Engineering 101
Curriculum
Data Engineering 101
ChemE × Data Engineering Course
ChemE × Data Engineering Course
🚀 START HERE
📖 Course Overview
Part I - Foundations
Part I - Foundations
L00 Setup
L01 CV/MV/DV
L02 DoF + Balances
L03 First-Order
L04 FOPTD
L05 Second-Order
Part II - Control + ID
Part II - Control + ID
L06 PID Basics
L07 Tuning
L08 Disturbances
L09 System ID
Part III - Advanced
Part III - Advanced
L10 Interacting Loops
L11 Cascade
L12 Feedforward
L13 Nonlinearity
L14 MPC-lite
Capstone
Capstone
L15 CSTR Digital Twin
💡 Solutions
📊 Visuals
📊 Visuals
Odibi in One Picture
Run Lifecycle
Fact Build Flow
SCD2 Timeline
Incremental Decision Tree
Operate
Operate
Data Quality
Data Quality
Overview
Contracts
Validation Tests
Quality Gates
Quarantine
FK Validation
Observability
Observability
Observability
Alerting
Diagnostics
Lineage
Schema Tracking
Catalog
Catalog Sync
Reference
Reference
Cheatsheet
YAML Schema
Templates Reference
Configuration
Supported Formats
Engine Parity
Glossary
CLI Reference
AI Deep Context
API
API
Pipeline
Engine
Context
Patterns
Validation
Config
Connections
CLI
Lesson 15 Solution
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Coming soon — solution guide for Lesson 15.
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