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Version: v0.1.6

Test your HL7 handling with generated fixtures

In this tutorial we write a small piece of code that reads HL7 v2 admissions and test it with fixtures from @cosyte/synth. We start from one generated message and end with a fixture that carries a vendor deviation and the warning it should raise. Every message is synthetic, so the tests can live in a public repository and print their input to a CI log.

You need @cosyte/synth and @cosyte/hl7 installed (Installation). Each step is a complete program you can run on its own.

1. Write the code under test​

The code under test reads three things from a message with @cosyte/hl7: the message type, the trigger event, and the patient's family name. Feed it a generated ADT^A01:

import { parseHL7 } from "@cosyte/hl7";
import { generateAdt } from "@cosyte/synth/hl7";

function summarize(raw: string) {
  const msg = parseHL7(raw);
  return { type: msg.get("MSH.9.1"), trigger: msg.get("MSH.9.2"), family: msg.get("PID.5.1") };
}

const raw = generateAdt({ seed: 12345, trigger: "A01" }).toString();
const summary = summarize(raw);

summary.type; // => "ADT"
summary.trigger; // => "A01"

generateAdt returns @cosyte/hl7's message model; toString() gives the wire text your code would receive. Segments are separated by a carriage return, as HL7 v2 requires.

2. Check what the fixture carries​

A generated value is not a value you typed, so assert on its kind rather than its spelling. The family name comes from the shipped pool of invented names, and the medical record number sits under the synthetic assigning authority COSYTE-SYNTH:

import { parseHL7 } from "@cosyte/hl7";
import { SYNTHETIC_FAMILY_NAMES } from "@cosyte/synth";
import { generateAdt } from "@cosyte/synth/hl7";

const msg = parseHL7(generateAdt({ seed: 12345, trigger: "A01" }).toString());

SYNTHETIC_FAMILY_NAMES.includes(msg.get("PID.5.1") ?? ""); // => true
msg.get("PID.3.4"); // => "COSYTE-SYNTH"
msg.warnings.length; // => 0

3. Run every message family through it​

hl7Corpus cycles through the families it generates: ADT^A01, ADT^A04, ADT^A08, ORU^R01, ORM^O01, SIU^S12, and VXU^V04. With a count of 7 you get one of each, and each artifact's kind says which:

import { parseHL7 } from "@cosyte/hl7";
import { hl7Corpus } from "@cosyte/synth/hl7";

function summarize(raw: string) {
  const msg = parseHL7(raw);
  return { type: msg.get("MSH.9.1"), trigger: msg.get("MSH.9.2"), family: msg.get("PID.5.1") };
}

const corpus = hl7Corpus({ seed: 42, count: 7 });
const mismatched = corpus.artifacts.filter((artifact) => {
  const { type, trigger } = summarize(artifact.content);
  return `${type}^${trigger}` !== artifact.kind;
});

corpus.artifacts.length; // => 7
mismatched; // => []

4. Pin the seed​

A test that regenerates its fixture from a seed needs no fixture file, and its input does not change between runs, because the same seed gives the same bytes:

import { generateAdt } from "@cosyte/synth/hl7";

const first = generateAdt({ seed: 12345, trigger: "A01" }).toString();
const again = generateAdt({ seed: 12345, trigger: "A01" }).toString();

first === again; // => true

The bytes come from @cosyte/hl7's builder, so pin the versions of @cosyte/synth and @cosyte/hl7 in your lockfile as well as the seed. Pin a golden fixture covers writing a fixture to disk and checking it later.

5. Add a vendor deviation​

Real feeds carry site-defined Z segments. generateHl7Quirk adds one to an otherwise clean message, and checks before it returns that @cosyte/hl7 raises exactly the warning the quirk is meant to cause. Your code should still read the message, and the parser should flag the segment:

import { parseHL7 } from "@cosyte/hl7";
import { generateHl7Quirk } from "@cosyte/synth/hl7";

const fixture = generateHl7Quirk({ seed: 12345, quirk: "unknown-zsegment" });
const msg = parseHL7(fixture.content);

fixture.intendedWarnings; // => ["UNKNOWN_SEGMENT"]
msg.warnings.map((w) => w.code); // => ["UNKNOWN_SEGMENT"]
msg.get("MSH.9.1"); // => "ORU"

What you built​

A reader for HL7 v2 messages, tested against a fixture of every family, regenerated from a seed, plus a fixture with a known deviation and the warning it raises. None of it holds patient data.

Where to go next​