Enhanced Python SDK for LemonSlice API with retry logic and better error handling
Project description
🍋 LemonMeringue
v0.1.1 — Upcoming in a future LemonMeringue release: Support for Instagram!
A fluffy layer of reliability and ease-of-use on top of the LemonSlice API
Enhanced Python SDK for the LemonSlice API with automatic retry logic, progress tracking, better error handling, and batch processing.
📚 Table of Contents
- Why LemonMeringue?
- Key Features
- Quick Start
- Testing Guide
- Advanced Usage
- Available Voices
- Configuration Options
- Error Handling
🎯 Why LemonMeringue?
Before (Raw LemonSlice API):
# 20+ lines of boilerplate code
import requests
import time
response = requests.post("https://lemonslice.com/api/v2/generate",
headers={"Authorization": "Bearer your_key"},
json={"img_url": "...", "voice_id": "...", "text": "..."}
)
job_id = response.json()["job_id"]
# Manual polling loop
while True:
status = requests.get(f"https://lemonslice.com/api/v2/generations/{job_id}")
if status.json()["status"] == "completed":
break
time.sleep(5) # Hope nothing goes wrong!
# Manual error handling, no retries, no progress tracking...
After (LemonMeringue):
# 3 lines of code - everything handled automatically
from lemonmeringue import quick_generate, Voices
result = await quick_generate(api_key, img_url, Voices.ANDREA, "Hello world!")
print(f"✅ Video ready: {result.video_url}")
✨ Key Features
🔄 Automatic Retry Logic
- Problem: LemonSlice API sometimes has temporary issues (500 errors, rate limits)
- Solution: Exponential backoff retries with configurable settings
📊 Progress Tracking
- Problem: Users don't know how long generation takes or current status
- Solution: Real-time progress callbacks with status updates
✅ Input Validation
- Problem: Invalid parameters cause confusing API errors
- Solution: Pre-validation with clear error messages before API calls
📦 Batch Processing
- Problem: Generating 10 videos = 10 separate API calls + manual management
- Solution: Concurrent batch processing with automatic queue management
🚀 Convenience Functions
- Problem: Setting up clients and making requests is verbose
- Solution:
quick_generate()for simple use cases, context managers for complex ones
🎯 Type Hints & IDE Support
- Problem: Users don't know what parameters are available
- Solution: Full type hints for auto-completion and error detection
🚀 Quick Start
Installation
pip install lemonmeringue
Basic Usage
import asyncio
from lemonmeringue import LemonSliceClient, GenerationRequest, Voices
async def main():
async with LemonSliceClient("your_api_key") as client:
# Generate a video with progress tracking
response = await client.generate_video(
GenerationRequest(
img_url="https://example.com/image.jpg",
voice_id=Voices.ANDREA,
text="Hello, this is a test!",
expressiveness=0.8
),
on_progress=lambda r: print(f"Status: {r.status.value}")
)
print(f"✅ Video generated: {response.video_url}")
print(f"⏱️ Processing time: {response.processing_time:.1f}s")
asyncio.run(main())
Quick Generate (One-liner)
import asyncio
from lemonmeringue import LemonSliceClient, Voices
async def main():
async with LemonSliceClient("your_api_key") as client:
# Quick generate from text and voice
result = await client.quick_generate_text(
img_url="https://example.com/image.jpg",
voice_id=Voices.ANDREA,
text="Hello world!"
)
print(f"Video (text+voice): {result.video_url}")
# Quick generate from audio file
result2 = await client.quick_generate_audio(
img_url="https://example.com/image.jpg",
audio_url="https://example.com/audio.mp3"
)
print(f"Video (audio): {result2.video_url}")
asyncio.run(main())
🧪 Testing Guide
Note: As of June 19, 2025, running the complete test suite costs approximately $0.60 in LemonSlice API credits.
1. Set Up Your Environment
# In your lemonmeringue repo directory
export LEMONSLICE_API_KEY="your_actual_api_key_here"
2. Run All Tests
python setup_and_test.py
3. Run Comprehensive Feature Tests
python test_all_features.py
4. Quick Test Only
python setup_and_test.py test-only
What Gets Tested
- ✅ Basic Functionality (video generation)
- ✅ Progress Tracking (real-time status)
- ✅ Input Validation (invalid parameters)
- ✅ Quick Generate (convenience function)
- ✅ Batch Processing (multiple videos)
- ✅ Retry Logic (error handling)
- ✅ Different Voices (voice options)
- ✅ Error Handling (exceptions)
- ✅ URL Validation (input checking)
- ✅ Parameter Testing (models/resolutions)
Example Output
🧪 Starting LemonMeringue comprehensive test suite...
🔑 Using API key: sk_1234...
🖼️ Test image: https://6ammc3n5zzf5ljnz...
🧪 Test 1/10: Basic Functionality
✅ Basic Functionality: Generated in 45.2s
🧪 Test 2/10: Progress Tracking
📊 Progress update: processing
📊 Progress update: completed
✅ Progress Tracking: 2 status updates received
...
📊 Test Summary: 10/10 passed
🎉 All tests passed! LemonMeringue is working perfectly!
Ready to Test?
Just set your API key and run python setup_and_test.py to verify all features with the real LemonSlice API. No file uploads needed—public image URLs are used.
🔧 Advanced Usage
Batch Processing
Generate multiple videos concurrently:
requests = [
{"img_url": "img1.jpg", "voice_id": Voices.ANDREA, "text": "First video"},
{"img_url": "img2.jpg", "voice_id": Voices.RUSSO, "text": "Second video"},
{"img_url": "img3.jpg", "voice_id": Voices.EMMA, "text": "Third video"},
]
responses = await client.generate_batch(
requests,
on_progress=lambda i, total, response: print(f"Video {i}/{total}: {response.status.value}"),
max_concurrent=3
)
for i, response in enumerate(responses):
if isinstance(response, Exception):
print(f"❌ Video {i+1} failed: {response}")
else:
print(f"✅ Video {i+1}: {response.video_url}")
Custom Retry Configuration
from lemonmeringue import RetryConfig
retry_config = RetryConfig(
max_retries=5,
backoff_factor=1.5,
max_backoff=120.0
)
client = LemonSliceClient(
api_key="your_api_key",
retry_config=retry_config,
enable_logging=True
)
Input Validation
# Validate URLs before generation
validation = await client.validate_inputs(
img_url="https://example.com/image.jpg",
audio_url="https://example.com/audio.mp3"
)
if validation['img_url_valid'] and validation.get('audio_url_valid', True):
# Proceed with generation
pass
else:
print("❌ Invalid input URLs")
🎭 Available Voices
from lemonmeringue import Voices
# Popular voices
Voices.ANDREA # Young woman, Spanish, calm, soft
Voices.RUSSO # Middle-aged man, Australian, narrator
Voices.EMMA # Young woman, German
Voices.GIOVANNI # Young man, Italian, deep
Voices.RUSSELL # Middle-aged man, British, dramatic
# Use in requests
request = GenerationRequest(
img_url="image.jpg",
voice_id=Voices.ANDREA,
text="Your text here"
)
🛠️ Configuration Options
Generation Parameters
request = GenerationRequest(
img_url="https://example.com/image.jpg",
audio_url="https://example.com/audio.mp3", # Optional
voice_id=Voices.ANDREA, # For TTS
text="Text to speak", # For TTS
model="V2.5", # V2 or V2.5
resolution="512", # 320, 512, or 640
crop_head=False, # Focus on head region
animation_style="autoselect", # autoselect, face_only, entire_image
expressiveness=1.0, # 0.0 to 1.0
)
Client Configuration
client = LemonSliceClient(
api_key="your_api_key",
timeout=60, # Request timeout in seconds
enable_logging=True, # Enable debug logging
retry_config=RetryConfig(...) # Custom retry behavior
)
🔍 Error Handling
from lemonmeringue import APIError, ValidationError
try:
response = await client.generate_video(request)
except ValidationError as e:
print(f"❌ Invalid input: {e}")
except APIError as e:
print(f"❌ API error ({e.status_code}): {e}")
if e.response:
print(f"Response details: {e.response}")
except Exception as e:
print(f"❌ Unexpected error: {e}")
📊 Response Information
response = await client.generate_video(request)
print(f"Job ID: {response.job_id}")
print(f"Status: {response.status.value}")
print(f"Video URL: {response.video_url}")
print(f"Processing time: {response.processing_time:.1f}s")
print(f"Created at: {response.created_at}")
🔗 API Compatibility
This SDK wraps the LemonSlice API v2. You'll need a LemonSlice API key to use this package.
🤝 Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
🔗 Links
- PyPI: https://pypi.org/project/lemonmeringue/
- GitHub: https://github.com/neeldatta/lemonmeringue
- LemonSlice API: https://lemonslice.com/developer
Made with 🍋 by Neel Datta
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