Skip to content

README_UPDATES.md

Latest commit

 

History

History
156 lines (126 loc) · 4.66 KB

README_UPDATES.md

File metadata and controls

156 lines (126 loc) · 4.66 KB

README.md Update Summary

Changes Made to README.md

1. Updated Badges

  • Changed test badge from 37/37 passing to 45/45 passing (includes callback and progress tests)

2. Enhanced Features List

Added new features to the "Why You'll Love makeParallel" section:

  • ✅ Smart Callbacks for monitoring
  • ✅ Task Dependencies for pipelines
  • ✅ Auto Progress Tracking
  • ✅ Production Ready features

3. Updated Table of Contents

  • Added "Callbacks and Event Handling" section

4. Enhanced @parallel Decorator Documentation

Before: Basic usage with timeout and cancellation After:

  • Shows report_progress() usage (with automatic task_id)
  • Demonstrates all three callback types (on_progress, on_complete, on_error)
  • Shows complete callback workflow

5. Added @parallel_with_deps Decorator

New section demonstrating:

  • Basic dependency syntax
  • How to access dependency results via deps parameter
  • Building dependency chains
  • Use of depends_on=[handle] parameter

6. New Section: Callbacks and Event Handling

Complete guide covering:

  • All three callback types (on_progress, on_complete, on_error)
  • Automatic task_id tracking in report_progress()
  • Thread-safe callback execution
  • Error isolation features
  • Progress validation (NaN/Infinity rejection)

Example Code:

@parallel
def download_file(url):
    for i in range(100):
        report_progress(i / 100.0)  # No task_id needed!
    return f"Downloaded {url}"

handle = download_file("https://example.com/file.zip")
handle.on_progress(lambda p: print(f"Downloaded: {p*100:.1f}%"))
handle.on_complete(lambda result: notify_user(result))
handle.on_error(lambda error: log_error(error))

7. Updated Advanced Configuration Section

Enhanced Progress Reporting section:

  • Shows automatic task_id tracking
  • Demonstrates callback integration
  • Updated to use new simplified API

Enhanced Task Dependencies section:

  • Complete ETL pipeline example
  • Shows how deps parameter works
  • Demonstrates automatic dependency waiting

8. New Real-World Example: ETL Pipeline

Added comprehensive ETL pipeline example showing:

  • Extract → Transform → Validate → Load workflow
  • How to chain dependencies
  • Practical use of @parallel_with_deps
  • Real-world data processing pattern

9. Enhanced Troubleshooting Section

Added three new troubleshooting categories:

Callbacks not firing:

  • Ensure handle.get() or handle.wait() is called
  • Callbacks execute during result retrieval
  • Syntax verification

Dependencies hanging:

  • Check for circular dependencies
  • Verify dependency completion
  • Use timeouts with dependencies
  • Enable logging for debugging

Errors are being swallowed:

  • Added callback-based error handling option

10. Updated Testing Documentation

Enhanced test documentation to show:

  • 37 core tests
  • 3 callback tests
  • 5 progress tracking tests
  • How to run specific test suites:
    • python test_simple_callbacks.py
    • python test_progress_fix.py

11. Updated Example 3: Data Analysis

Before: Manual task_id passing After:

  • Automatic task_id tracking
  • Integrated callbacks for monitoring
  • Cleaner, more intuitive API

Key Improvements

API Simplification

  • Before: report_progress(task_id, progress)
  • After: report_progress(progress) - task_id is automatic!

New Capabilities Highlighted

  1. Callbacks: Complete event-driven task monitoring
  2. Dependencies: DAG-based task orchestration
  3. Progress Tracking: Simplified with automatic context

Better Examples

  • All examples updated to use modern API
  • Real-world patterns (ETL pipeline)
  • Production-ready code snippets

Improved Discoverability

  • Callbacks prominently featured early in docs
  • Dependency system clearly explained
  • Troubleshooting specific to new features

Documentation Quality

Before Update

  • Missing callback documentation
  • No dependency system docs
  • Manual task_id management
  • Limited real-world examples

After Update

  • ✅ Complete callback guide with examples
  • ✅ Full dependency system documentation
  • ✅ Automatic task_id tracking explained
  • ✅ Real-world ETL pipeline example
  • ✅ Comprehensive troubleshooting
  • ✅ Updated test information

User Benefits

Users now have:

  1. Clear callback examples - Easy to understand event handling
  2. Dependency patterns - Build complex workflows easily
  3. Simplified API - Less boilerplate (no task_id needed)
  4. Better troubleshooting - Solutions for common callback/dependency issues
  5. Real-world patterns - ETL pipeline shows practical usage

Update Date: 2025-11-30 Total Sections Updated: 11 New Examples Added: 2 (Callbacks, ETL Pipeline) Lines Added: ~100+