High-performance validation library for the Open Filament Database
Project description
OFD Validator
High-performance validation library for the Open Filament Database, written in Rust with Python bindings via PyO3.
Features
- JSON Schema Validation — validates filament data against JSON schemas with compiled schema caching
- Logo Validation — checks image dimensions (PNG, JPEG) and validates SVG root elements
- Folder Name Validation — ensures folder names match their JSON content IDs
- Store ID Validation — cross-references store IDs in purchase links
- GTIN/EAN Validation — validates product barcodes
- Missing File Detection — checks for required files at each hierarchy level
- Parallel Processing — multi-threaded validation using Rayon
Installation
pip install ofd-validator
Requires Python 3.10+. No additional Python dependencies needed (self-contained compiled extension).
Usage
Functions
The library exposes standalone functions rather than a class. All functions accept directory paths as strings and return a ValidationResult object.
Batch validators (internally parallel)
from ofd_validator import validate_all, validate_json_files, validate_logo_files, validate_folder_names
# Run all validations at once
result = validate_all("data", "stores")
# Or run specific batches
result = validate_json_files("data", "stores")
result = validate_logo_files("data", "stores")
result = validate_folder_names("data", "stores")
# JSON schemas can be in a custom directory
result = validate_all("data", "stores", schemas_dir="schemas")
result = validate_json_files("data", "stores", schemas_dir="schemas")
Individual validators
from ofd_validator import validate_store_ids, validate_gtin_ean, validate_required_files
from ofd_validator import validate_logo_file, validate_folder_name
result = validate_store_ids("data", "stores")
result = validate_gtin_ean("data")
result = validate_required_files("data", "stores")
# Single-item validators
result = validate_logo_file("data/BrandX/logo.png", logo_name="logo.png")
result = validate_folder_name("data/BrandX", "brand.json", "id")
Result objects
result = validate_all("data", "stores")
result.is_valid # True if no errors (warnings are OK)
result.error_count # Number of errors
result.warning_count # Number of warnings
result.errors # List of ValidationError objects
# Merge results from multiple runs
combined = ValidationResult()
combined.merge(result_a)
combined.merge(result_b)
# Serialize to dict (for JSON output)
d = result.to_dict()
# {"is_valid": True, "error_count": 0, "warning_count": 0, "errors": [...]}
Error objects
for error in result.errors:
error.level # ValidationLevel.Error or ValidationLevel.Warning
error.level.value # "ERROR" or "WARNING"
error.category # e.g. "JSON Schema", "Logo", "Folder Name"
error.message # Human-readable description
error.path # Optional file path (str or None)
Development
Prerequisites
- Rust (stable)
- Python 3.10+
- maturin (
pip install maturin)
Building
# Build and install into current Python env (debug)
maturin develop
# Build optimized release wheel
maturin develop --release
# Build wheel for distribution
maturin build --release
Testing
cargo test
Project structure
ofd-validator/
├── Cargo.toml # Rust package config
├── pyproject.toml # Python package config (maturin)
└── src/
├── lib.rs # PyO3 module definition
├── types.rs # ValidationLevel, ValidationError, ValidationResult
├── schema_cache.rs # Compiled JSON schema cache
├── util.rs # Shared helpers (logging, constants, JSON loading)
├── orchestrator.rs # Batch validators with parallel task collection
└── validators/
├── mod.rs # Individual pyfunction wrappers
├── json_validator.rs # JSON schema validation
├── logo_validator.rs # Logo file validation (PNG, JPEG, SVG)
├── folder_name.rs # Folder name vs JSON content check
├── store_id.rs # Store ID cross-reference check
├── gtin.rs # GTIN/EAN barcode validation
└── missing_files.rs # Required file existence check
License
MIT
Links
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