tessl install tessl/pypi-pillow-heif@1.1.0Python interface for libheif library providing HEIF/AVIF image processing with both standalone and Pillow plugin capabilities
Agent Success
Agent success rate when using this tile
94%
Improvement
Agent success rate improvement when using this tile compared to baseline
1.45x
Baseline
Agent success rate without this tile
65%
{
"context": "This criteria evaluates an engineer's ability to use pillow-heif's pickle serialization support for HeifFile objects. The focus is on correctly serializing and deserializing HeifFile objects while preserving image data, metadata, and multi-image container structures.",
"type": "weighted_checklist",
"checklist": [
{
"name": "Pickle module usage",
"description": "Uses Python's pickle module (pickle.dump, pickle.load) to serialize and deserialize HeifFile objects",
"max_score": 25
},
{
"name": "HeifFile serialization",
"description": "Correctly serializes HeifFile objects obtained from pillow_heif.open_heif() or pillow_heif.read_heif() functions",
"max_score": 20
},
{
"name": "HeifFile deserialization",
"description": "Correctly deserializes stored data back into functional HeifFile objects that can be used with pillow-heif APIs",
"max_score": 20
},
{
"name": "Image data preservation",
"description": "Verifies that deserialized HeifFile objects preserve image data accessible via .data property or array interface",
"max_score": 15
},
{
"name": "Multi-image support",
"description": "Correctly handles HeifFile containers with multiple images, preserving all images and primary_index property",
"max_score": 10
},
{
"name": "Metadata preservation",
"description": "Verifies that metadata (EXIF, XMP) accessible via .info dictionary is preserved through serialization",
"max_score": 10
}
]
}