feat: implement reports

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2026-09-19 20:06:41 -04:00
parent 6ae993d393
commit 994e9065e8
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// SPDX-License-Identifier: Prosperity-3.0.0
// Copyright Scientific Computing Studio
// Source: https://git.scient.ing/education/coursebank
//! Handing a diagnostic to a Typst template.
//!
//! The same arrangement the exam export uses: this module decides what the
//! template is told, the template decides what it looks like, and the two meet at
//! a marker comment. Nothing here knows about page size or colour.
//!
//! Two slots are filled, both already defined for the exam path:
//!
//! | Slot | Injected |
//! |:--|:--|
//! | `meta` | `#let cb-meta = (...)` — course, assessment, generator, class size |
//! | `data` | `#let cb-data = (...)` — one student's diagnostic, or the class's |
//!
//! The `questions` slot is deliberately unused. It exists to emit question stems,
//! and a diagnostic has none to emit: see
//! [`crate::diagnostic::StudentDiagnostic`], which has no field for one. A student
//! report template that wanted to print a stem would have nothing to print it
//! from, which is the property worth preserving.
//!
//! Prose fields — objective text, the feedback written for a chosen option, a
//! reading's focus sentence — go through the same markup path as an exam stem, so
//! `$\Delta G$` in `course.yaml` renders the same way in a report as it does on
//! the paper.
use crate::assessment::AssessmentFile;
use crate::catalog::Catalog;
use crate::diagnostic::{
Bin, CohortDiagnostic, CohortObjectiveRow, CohortQuestionRow, StudentDiagnostic, StudyGroup,
};
use crate::error::{Error, Result};
use crate::layout::Layout;
use crate::typst::config::{RenderConfig, Variant};
use crate::typst::payload::markup_value;
use crate::typst::template::{self, Origin, Slot};
use crate::typst::value::Value;
/// A rendered diagnostic document.
#[derive(Debug, Clone)]
pub struct Document {
/// Which document this is.
pub variant: Variant,
/// Where the template came from.
pub origin: Origin,
/// Which slots it declared.
pub slots: Vec<Slot>,
/// The Typst source.
pub text: String,
/// Advisory problems.
pub warnings: Vec<String>,
}
/// The identity block every diagnostic carries.
#[derive(Debug, Clone)]
pub struct Meta {
/// Course code.
pub course_code: String,
/// Course title.
pub course_title: String,
/// The term.
pub term: String,
/// Institution, when the course names one.
pub institution: Option<String>,
/// Assessment id.
pub assessment_id: String,
/// Assessment title.
pub assessment_title: String,
/// The administration date, as `YYYY-MM-DD`.
pub date: Option<String>,
/// The day the report was generated.
pub generated_on: String,
/// The tool version, so a report found later can be traced.
pub version: String,
/// How many students sat the assessment.
pub n_students: usize,
/// The course's mastery threshold, so a template can draw the line in the
/// same place the classification used.
pub mastery_threshold: f64,
/// How many items an objective needs before it is classified at all.
pub min_items_for_mastery: usize,
}
impl Meta {
/// Builds the identity block.
///
/// # Arguments
///
/// * `catalog` - the loaded course.
/// * `record` - the assessment record.
/// * `n_students` - the cohort size.
///
/// # Returns
///
/// The block.
pub fn new(catalog: &Catalog, record: &AssessmentFile, n_students: usize) -> Meta {
Meta {
course_code: catalog.course.course.code.clone(),
course_title: catalog.course.course.title.clone(),
term: record
.assessment
.term
.clone()
.unwrap_or_else(|| catalog.course.course.term.clone()),
institution: catalog.course.course.institution.clone(),
assessment_id: record.assessment.id.clone(),
assessment_title: record.assessment.title.clone(),
date: record.assessment.date.map(|d| d.to_string()),
generated_on: crate::date::Date::today().to_string(),
version: crate::VERSION.to_string(),
n_students,
mastery_threshold: catalog.course.policy.mastery_threshold,
min_items_for_mastery: catalog.course.policy.min_items_for_mastery,
}
}
/// The metadata as a Typst value.
fn value(&self, config: &RenderConfig) -> Value {
let mut course = Value::dict();
course.insert("code", Value::str(&self.course_code));
course.insert("title", Value::str(&self.course_title));
course.insert("term", Value::str(&self.term));
if let Some(institution) = &self.institution {
course.insert("institution", Value::str(institution));
}
let mut assessment = Value::dict();
assessment.insert("id", Value::str(&self.assessment_id));
assessment.insert("title", Value::str(&self.assessment_title));
assessment.insert_some("date", self.date.as_ref().map(Value::str));
let mut generator = Value::dict();
generator.insert("tool", Value::str("coursebank"));
generator.insert("version", Value::str(&self.version));
generator.insert("on", Value::str(&self.generated_on));
let mut policy = Value::dict();
policy.insert("mastery-threshold", Value::Float(self.mastery_threshold));
policy.insert(
"min-items-for-mastery",
Value::Int(self.min_items_for_mastery as i64),
);
let mut out = Value::dict();
out.insert("course", course);
out.insert("assessment", assessment);
out.insert("generator", generator);
out.insert("policy", policy);
out.insert("class-size", Value::Int(self.n_students as i64));
out.insert("extra", extra_value(config));
out
}
}
/// The render config's `extra` block, carried through untouched.
fn extra_value(config: &RenderConfig) -> Value {
let mut out = Value::dict();
for (key, value) in &config.extra {
out.insert(key.clone(), crate::typst::value::from_yaml(value, false));
}
out
}
/// One student's diagnostic as a Typst value.
///
/// # Arguments
///
/// * `diagnostic` - the assembled diagnostic.
/// * `config` - the render config, for markup handling.
///
/// # Returns
///
/// A dictionary the template binds as `cb-data`.
pub fn student_value(diagnostic: &StudentDiagnostic, config: &RenderConfig) -> Value {
let content = config.content.is_content();
let mut out = Value::dict();
out.insert("student-key", Value::str(&diagnostic.student_key));
out.insert_some("name", diagnostic.name.as_ref().map(Value::str));
out.insert_some("sid", diagnostic.sid.as_ref().map(Value::str));
out.insert_some("form", diagnostic.form.as_ref().map(Value::str));
let mut score = Value::dict();
score.insert("points", Value::Float(diagnostic.score.points));
score.insert("possible", Value::Float(diagnostic.score.points_possible));
score.insert("percent", Value::Float(diagnostic.score.percent));
score.insert("bonus", Value::Float(diagnostic.score.bonus_points));
score.insert("correct", Value::Int(diagnostic.score.correct as i64));
score.insert("items", Value::Int(diagnostic.score.n_items as i64));
out.insert("score", score);
if let Some(standing) = &diagnostic.standing {
let mut value = Value::dict();
value.insert("class-mean", Value::Float(standing.class_mean));
value.insert("class-sd", Value::Float(standing.class_sd));
value.insert("band", Value::str(&standing.band));
value.insert_some("theta", standing.theta.map(Value::Float));
value.insert_some("theta-se", standing.theta_se.map(Value::Float));
out.insert("standing", value);
}
out.insert(
"levels",
Value::Array(
diagnostic
.levels
.iter()
.map(|level| {
let mut value = Value::dict();
value.insert("level", Value::Int(level.level as i64));
value.insert("name", Value::str(&level.name));
value.insert("blurb", Value::str(&level.blurb));
value.insert("items", Value::Int(level.n_items as i64));
value.insert("rate", Value::Float(level.rate));
value.insert_some("class-rate", level.class_rate.map(Value::Float));
value.insert_some("comparison", level.comparison.as_ref().map(Value::str));
value
})
.collect(),
),
);
out.insert(
"objectives",
Value::Array(
diagnostic
.objectives
.iter()
.map(|objective| {
let mut value = Value::dict();
value.insert("id", Value::str(&objective.id));
value.insert("text", markup_value(&objective.text, content));
value.insert_some("unit", objective.unit.as_ref().map(Value::str));
value.insert("items", Value::Int(objective.n_items as i64));
value.insert("credit", Value::Float(objective.credit));
value.insert("rate", Value::Float(objective.rate));
value.insert("lower", Value::Float(objective.lower));
value.insert("upper", Value::Float(objective.upper));
value.insert_some("class-rate", objective.class_rate.map(Value::Float));
value.insert("status", Value::str(&objective.status));
value.insert("symbol", Value::str(&objective.symbol));
value.insert("confident", Value::Bool(objective.confident));
value.insert("thin-evidence", Value::Bool(objective.thin_evidence));
value.insert(
"levels",
Value::Array(
objective
.levels
.iter()
.map(|l| Value::Int(*l as i64))
.collect(),
),
);
value
})
.collect(),
),
);
let objective_refs = |rows: &[crate::diagnostic::ObjectiveRef]| -> Value {
Value::Array(
rows.iter()
.map(|row| {
let mut value = Value::dict();
value.insert("id", Value::str(&row.id));
value.insert("text", markup_value(&row.text, content));
value.insert("rate", Value::Float(row.rate));
value.insert("items", Value::Int(row.n_items as i64));
value
})
.collect(),
)
};
out.insert("strengths", objective_refs(&diagnostic.strengths));
out.insert("focus", objective_refs(&diagnostic.focus));
out.insert(
"questions",
Value::Array(
diagnostic
.questions
.iter()
.map(|question| {
let mut value = Value::dict();
value.insert("number", Value::Int(question.number as i64));
value.insert_some("position", question.position.map(|p| Value::Int(p as i64)));
value.insert_some("level", question.level.map(|l| Value::Int(l as i64)));
value.insert(
"objectives",
Value::Array(question.objectives.iter().map(|o| Value::str(o)).collect()),
);
value.insert_some("correct", question.correct.map(Value::Bool));
value.insert("credit", Value::Float(question.credit));
value.insert("bonus", Value::Bool(question.bonus));
value.insert("blank", Value::Bool(question.blank));
value.insert_some("class-rate", question.class_rate.map(Value::Float));
value.insert_some(
"feedback",
question
.feedback
.as_ref()
.map(|text| markup_value(text, content)),
);
value.insert(
"taught-in",
Value::Array(question.taught_in.iter().map(|s| Value::str(s)).collect()),
);
value
})
.collect(),
),
);
out.insert(
"study",
Value::Array(
diagnostic
.study
.iter()
.map(|group| study_value(group, content))
.collect(),
),
);
out
}
/// One study group as a Typst value.
fn study_value(group: &StudyGroup, content: bool) -> Value {
let mut out = Value::dict();
out.insert("objective", Value::str(&group.objective));
out.insert("text", markup_value(&group.text, content));
out.insert("rate", Value::Float(group.rate));
out.insert(
"readings",
Value::Array(
group
.readings
.iter()
.map(|reading| {
let mut value = Value::dict();
value.insert("citation", Value::str(&reading.citation));
value.insert("lecture", Value::str(&reading.lecture));
value.insert("lecture-title", Value::str(&reading.lecture_title));
value.insert_some("url", reading.url.as_ref().map(Value::str));
value.insert_some(
"focus",
reading.focus.as_ref().map(|t| markup_value(t, content)),
);
value.insert_some(
"summary",
reading.summary.as_ref().map(|t| markup_value(t, content)),
);
value.insert("supplemental", Value::Bool(reading.supplemental));
value
})
.collect(),
),
);
out
}
/// The class diagnostic as a Typst value.
///
/// # Arguments
///
/// * `diagnostic` - the assembled diagnostic.
/// * `config` - the render config, for markup handling.
///
/// # Returns
///
/// A dictionary the template binds as `cb-data`.
pub fn cohort_value(diagnostic: &CohortDiagnostic, config: &RenderConfig) -> Value {
let content = config.content.is_content();
let mut out = Value::dict();
out.insert("students", Value::Int(diagnostic.n_students as i64));
out.insert("items", Value::Int(diagnostic.n_items as i64));
let mut distribution = Value::dict();
distribution.insert("mean", Value::Float(diagnostic.distribution.mean));
distribution.insert("median", Value::Float(diagnostic.distribution.median));
distribution.insert("sd", Value::Float(diagnostic.distribution.sd));
distribution.insert("min", Value::Float(diagnostic.distribution.min));
distribution.insert("max", Value::Float(diagnostic.distribution.max));
distribution.insert(
"bins",
Value::Array(diagnostic.distribution.bins.iter().map(bin_value).collect()),
);
out.insert("distribution", distribution);
let mut reliability = Value::dict();
reliability.insert_some("alpha", diagnostic.reliability.alpha.map(Value::Float));
reliability.insert_some("sem", diagnostic.reliability.sem.map(Value::Float));
reliability.insert("mean-p", Value::Float(diagnostic.reliability.mean_p));
reliability.insert_some(
"mean-point-biserial",
diagnostic.reliability.mean_point_biserial.map(Value::Float),
);
reliability.insert(
"interpretation",
Value::str(&diagnostic.reliability.interpretation),
);
out.insert("reliability", reliability);
out.insert(
"levels",
Value::Array(
diagnostic
.levels
.iter()
.map(|level| {
let mut value = Value::dict();
value.insert("level", Value::Int(level.level as i64));
value.insert("name", Value::str(&level.name));
value.insert("items", Value::Int(level.n_items as i64));
value.insert("rate", Value::Float(level.rate));
value
})
.collect(),
),
);
out.insert(
"objectives",
Value::Array(
diagnostic
.objectives
.iter()
.map(|o| cohort_objective_value(o, content))
.collect(),
),
);
out.insert(
"gaps",
Value::Array(
diagnostic
.gaps
.iter()
.map(|o| cohort_objective_value(o, content))
.collect(),
),
);
out.insert(
"questions",
Value::Array(
diagnostic
.questions
.iter()
.map(|q| cohort_question_value(q, content))
.collect(),
),
);
out.insert(
"revise",
Value::Array(
diagnostic
.revise
.iter()
.map(|q| cohort_question_value(q, content))
.collect(),
),
);
out.insert(
"forms",
Value::Array(
diagnostic
.forms
.iter()
.map(|form| {
let mut value = Value::dict();
value.insert("id", Value::str(&form.id));
value.insert("students", Value::Int(form.n_students as i64));
value.insert("mean", Value::Float(form.mean));
value.insert("sd", Value::Float(form.sd));
value
})
.collect(),
),
);
out.insert(
"blueprint",
Value::Array(diagnostic.blueprint.iter().map(|s| Value::str(s)).collect()),
);
out.insert(
"patterns",
Value::Array(
diagnostic
.patterns
.iter()
.map(|pattern| {
let mut value = Value::dict();
value.insert("label", Value::str(&pattern.label));
value.insert("students", Value::Int(pattern.n_students as i64));
let mut means = Value::dict();
for (level, mean) in &pattern.level_means {
means.insert(format!("l{level}"), Value::Float(*mean));
}
value.insert("level-means", means);
value
})
.collect(),
),
);
out.insert(
"warnings",
Value::Array(diagnostic.warnings.iter().map(|s| Value::str(s)).collect()),
);
out
}
/// One histogram bin as a Typst value.
fn bin_value(bin: &Bin) -> Value {
let mut value = Value::dict();
value.insert("low", Value::Int(bin.low as i64));
value.insert("high", Value::Int(bin.high as i64));
value.insert("count", Value::Int(bin.count as i64));
value
}
/// One class objective row as a Typst value.
fn cohort_objective_value(objective: &CohortObjectiveRow, content: bool) -> Value {
let mut value = Value::dict();
value.insert("id", Value::str(&objective.id));
value.insert("text", markup_value(&objective.text, content));
value.insert("items", Value::Int(objective.n_items as i64));
value.insert("rate", Value::Float(objective.rate));
value.insert("meeting", Value::Int(objective.meeting as i64));
value.insert("developing", Value::Int(objective.developing as i64));
value.insert("not-yet", Value::Int(objective.not_yet as i64));
value.insert("thin", Value::Int(objective.thin as i64));
value.insert("below-threshold", Value::Bool(objective.below_threshold));
value
}
/// One class question row as a Typst value.
fn cohort_question_value(question: &CohortQuestionRow, content: bool) -> Value {
let mut value = Value::dict();
value.insert("number", Value::Int(question.number as i64));
value.insert_some("item", question.item.as_ref().map(Value::str));
value.insert_some("level", question.level.map(|l| Value::Int(l as i64)));
value.insert(
"objectives",
Value::Array(question.objectives.iter().map(|o| Value::str(o)).collect()),
);
value.insert("p", Value::Float(question.p_value));
value.insert_some("point-biserial", question.point_biserial.map(Value::Float));
value.insert_some("discrimination", question.discrimination.map(Value::Float));
value.insert("blank-rate", Value::Float(question.blank_rate));
value.insert(
"key",
Value::Array(question.key.iter().map(|k| Value::str(k)).collect()),
);
value.insert(
"options",
Value::Array(
question
.options
.iter()
.map(|option| {
let mut value = Value::dict();
value.insert("letter", Value::str(&option.letter));
value.insert("count", Value::Int(option.count as i64));
value.insert("rate", Value::Float(option.rate));
value.insert("is-key", Value::Bool(option.is_key));
value.insert_some("point-biserial", option.point_biserial.map(Value::Float));
value.insert("nonfunctioning", Value::Bool(option.nonfunctioning));
value
})
.collect(),
),
);
value.insert(
"flags",
Value::Array(question.flags.iter().map(|f| Value::str(f)).collect()),
);
value.insert(
"notes",
Value::Array(
question
.notes
.iter()
.map(|n| markup_value(n, content))
.collect(),
),
);
let mut by_form = Value::dict();
for (form, p) in &question.by_form {
by_form.insert(form.clone(), Value::Float(*p));
}
value.insert("by-form", by_form);
value
}
/// Emits a `#let` binding for a slot.
fn binding(name: &str, value: &Value) -> String {
format!("#let {name} = {}\n", value.to_typst(0))
}
/// Renders one student's report.
///
/// # Arguments
///
/// * `layout` - the course layout, for the template lookup.
/// * `meta` - the identity block.
/// * `diagnostic` - the student's diagnostic.
/// * `config` - the render config for this variant.
/// * `explicit` - a template path overriding the lookup.
///
/// # Returns
///
/// The rendered document.
///
/// # Errors
///
/// Returns [`Error::Io`] when an explicit template cannot be read and
/// [`Error::Invalid`] when a template's markers are malformed.
pub fn render_student(
layout: &Layout,
meta: &Meta,
diagnostic: &StudentDiagnostic,
config: &RenderConfig,
explicit: Option<&std::path::Path>,
) -> Result<Document> {
render(
layout,
Variant::StudentReport,
&meta.assessment_id,
meta,
student_value(diagnostic, config),
config,
explicit,
)
}
/// Renders the class report.
///
/// # Arguments
///
/// * `layout` - the course layout, for the template lookup.
/// * `meta` - the identity block.
/// * `diagnostic` - the class diagnostic.
/// * `config` - the render config for this variant.
/// * `explicit` - a template path overriding the lookup.
///
/// # Returns
///
/// The rendered document.
///
/// # Errors
///
/// As [`render_student`].
pub fn render_cohort(
layout: &Layout,
meta: &Meta,
diagnostic: &CohortDiagnostic,
config: &RenderConfig,
explicit: Option<&std::path::Path>,
) -> Result<Document> {
render(
layout,
Variant::CohortReport,
&meta.assessment_id,
meta,
cohort_value(diagnostic, config),
config,
explicit,
)
}
/// The shared rendering path.
#[allow(clippy::too_many_arguments)]
fn render(
layout: &Layout,
variant: Variant,
assessment_id: &str,
meta: &Meta,
data: Value,
config: &RenderConfig,
explicit: Option<&std::path::Path>,
) -> Result<Document> {
let template = template::load(layout, variant, Some(assessment_id), explicit)?;
let mut bodies = Vec::new();
if template.wants(Slot::Meta) {
bodies.push((
Slot::Meta,
binding(&config.meta_binding, &meta.value(config)),
));
}
if template.wants(Slot::Data) {
bodies.push((Slot::Data, binding(&config.data_binding, &data)));
}
let mut warnings = Vec::new();
if template.is_inert() {
warnings.push(format!(
"the template {} declares no coursebank markers, so the report is empty; add `// \
coursebank:data` where the body belongs",
template.origin
));
} else if !template.wants(Slot::Data) {
warnings.push(format!(
"the template {} declares no `data` slot, so it received the metadata but not the \
report itself",
template.origin
));
}
if template.wants(Slot::Questions) {
return Err(Error::Invalid(vec![format!(
"the template {} declares a `questions` slot, but a diagnostic report carries no \
questions to fill it with. Remove the marker: a report that reproduces the exam \
cannot be returned before a makeup is given",
template.origin
)]));
}
Ok(Document {
variant,
origin: template.origin.clone(),
slots: template.slots(),
text: template.render(&bodies),
warnings,
})
}
/// The file stem a student's report is written under.
///
/// Uses the student key rather than the name: a key is unique, filesystem-safe,
/// and already a pseudonym when the store is pseudonymized.
///
/// # Arguments
///
/// * `assessment_id` - the assessment id.
/// * `student_key` - the student key.
///
/// # Returns
///
/// The stem, with no extension.
pub fn student_stem(assessment_id: &str, student_key: &str) -> String {
let safe: String = student_key
.chars()
.map(|c| {
if c.is_ascii_alphanumeric() || c == '-' || c == '_' {
c
} else {
'-'
}
})
.collect();
format!("{assessment_id}-{safe}")
}
/// Summarizes what a set of rendered reports covered, for the command line.
///
/// # Arguments
///
/// * `written` - how many files were written.
/// * `students` - how many students they cover.
///
/// # Returns
///
/// A sentence.
pub fn summary(written: usize, students: usize) -> String {
format!(
"{written} file(s) for {students} student(s); compile them with `typst compile` or the \
loop in the guide"
)
}
/// Tallies what a class diagnostic would tell you to do next.
///
/// Kept here rather than in the template so that the command line and the PDF
/// agree about what counts as a finding.
///
/// # Arguments
///
/// * `diagnostic` - the class diagnostic.
///
/// # Returns
///
/// Short lines, most important first.
pub fn headline(diagnostic: &CohortDiagnostic) -> Vec<String> {
let mut out = Vec::new();
out.push(format!(
"{} student(s), mean {:.0}% (SD {:.1}), median {:.0}%",
diagnostic.n_students,
diagnostic.distribution.mean,
diagnostic.distribution.sd,
diagnostic.distribution.median
));
if !diagnostic.gaps.is_empty() {
out.push(format!(
"{} objective(s) the class did not meet; worst is {} at {:.0}%",
diagnostic.gaps.len(),
diagnostic.gaps[0].id,
diagnostic.gaps[0].rate * 100.0
));
}
if !diagnostic.revise.is_empty() {
let numbers: Vec<String> = diagnostic
.revise
.iter()
.take(6)
.map(|q| format!("q{}", q.number))
.collect();
out.push(format!(
"{} question(s) to look at before reuse: {}",
diagnostic.revise.len(),
numbers.join(", ")
));
}
if diagnostic.forms.len() > 1 {
let spread = diagnostic
.forms
.iter()
.map(|f| f.mean)
.fold(f64::NEG_INFINITY, f64::max)
- diagnostic
.forms
.iter()
.map(|f| f.mean)
.fold(f64::INFINITY, f64::min);
out.push(format!(
"{} forms, {:.0} points apart at the mean",
diagnostic.forms.len(),
spread
));
}
out
}
#[cfg(test)]
mod tests {
use super::*;
use crate::diagnostic::{Distribution, ReliabilityRow};
fn empty_cohort() -> CohortDiagnostic {
CohortDiagnostic {
n_students: 24,
n_items: 36,
distribution: Distribution {
mean: 72.5,
median: 74.0,
sd: 12.0,
min: 41.0,
max: 97.0,
bins: vec![Bin {
low: 70,
high: 80,
count: 9,
}],
},
reliability: ReliabilityRow {
alpha: Some(0.71),
sem: Some(2.1),
mean_p: 0.72,
mean_point_biserial: Some(0.24),
interpretation: "acceptable for a classroom exam".into(),
},
levels: Vec::new(),
objectives: Vec::new(),
gaps: Vec::new(),
questions: Vec::new(),
revise: Vec::new(),
forms: Vec::new(),
blueprint: Vec::new(),
patterns: Vec::new(),
warnings: Vec::new(),
}
}
#[test]
fn the_headline_leads_with_the_distribution() {
let lines = headline(&empty_cohort());
assert!(lines[0].contains("24 student(s)"), "{lines:?}");
assert!(
lines[0].contains("73%") || lines[0].contains("72%"),
"{lines:?}"
);
}
#[test]
fn a_student_stem_is_filesystem_safe() {
assert_eq!(student_stem("e1", "s-9f8e7d"), "e1-s-9f8e7d");
assert_eq!(student_stem("e1", "ada@x.edu"), "e1-ada-x-edu");
}
#[test]
fn the_cohort_value_carries_no_question_text() {
let config = RenderConfig::for_variant(Variant::CohortReport);
let text = cohort_value(&empty_cohort(), &config).to_typst(0);
assert!(text.contains("reliability"));
assert!(!text.contains("stem"));
}
}