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CodeSignal

Database Setup and Code Ingestion

via CodeSignal

Overview

Learn to build the foundation by setting up a database to store codebase information and git history. This course covers database design, code scanning, and git data extraction.

Syllabus

  • Unit 1: Introduction and Project Overview
    • Creating Dataclass Instances for Code Review
    • Extending Dataclasses with New Fields
    • Counting Files by Programming Language
    • Adding Methods to Dataclasses
    • Linking Commits to Their File Changes
  • Unit 2: Codebase Scanner Development
    • Detecting Languages by File Extension
    • Expanding Language Detection Capabilities
    • Optimizing Directory Traversal for Speed
    • Robust File Reading with Error Handling
    • Debugging the Codebase Scanner
  • Unit 3: Git History Extraction with Python
    • Customizing Git Commit Display Format
    • Filtering Git History by Author
    • Identifying Hot Spots in Git History
    • Filtering Git History by File Type
    • Generating Repository Activity Insights at Scale
  • Unit 4: CLI Integration and Data Analysis
    • Adding Output Options to CLI Tool
    • Adding Fast Scan Mode to CLI
    • Making Your CLI Tool Error Proof
    • Enhancing CLI Output with Detailed Statistics
    • Building Robust CLI Error Handling
  • Unit 5: Database Integration and Persistence
    • Completing SQLAlchemy Models for Code Files
    • Fixing Database Initialization Missing Import
    • Storing Code Files in SQLAlchemy Database
    • Integrating Git History with Database Storage
    • Synchronizing Repository Files with Database

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