High-performance HL7v2 message parser powered by Rust
Project description
medforge 🔧
High-performance HL7v2 message parser for Python, powered by Rust.
Features
- Fast — Rust core for 10-50× faster parsing vs pure-Python HL7 libraries
- Complete — Full HL7v2 hierarchy: Message → Segment → Field → Component → Sub-component
- Ergonomic — Pythonic API with terser-style path access (
msg["PID-5-1"]) - MLLP-aware — Automatic detection and stripping of MLLP framing
- Escape-aware — Decodes HL7 escape sequences (
\F\,\S\,\T\,\R\,\E\) - Serializable — Built-in
.to_dict()and.to_json()methods
Installation
pip install medforge
From source (requires Rust)
git clone https://github.com/your-org/medforge.git
cd medforge
nix develop # or install Rust + maturin manually
maturin develop
Quick Start
import medforge
msg = medforge.parse(
"MSH|^~\\&|EPIC|HOSPITAL|RECV|FAC|20260318||ADT^A01^ADT_A01|MSG001|P|2.5.1\r"
"PID|1||MRN12345^^^MRN||DOE^JANE^M^^DR||19850315|F\r"
"PV1|1|I|4EAST^401^1^^^N||||1234^SMITH^ROBERT^J^^^MD\r"
"DG1|1||I10^Essential Hypertension^ICD10||20260318|A"
)
# Segment access
pid = msg.segment("PID")
all_dg1 = msg.segments_by_name("DG1")
# Field access (1-indexed, per HL7 spec)
patient_name = pid.field(5) # Field("DOE^JANE^M^^DR")
patient_name.component(1) # "DOE"
patient_name.component(2) # "JANE"
# Terser-style shorthand
msg["PID-5-1"] # "DOE"
msg["MSH-9-1"] # "ADT"
# MSH convenience properties
msg.message_type # ("ADT", "A01")
msg.control_id # "MSG001"
msg.version # "2.5.1"
# Serialization
msg.to_dict() # Python dict
msg.to_json() # JSON string
Development
nix develop # enter dev shell
maturin develop # build + install in dev mode
cargo test # Rust tests
python -m pytest tests/ -v # Python tests
License
MIT
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