prosaic-core 1.0.1

General-purpose natural language generation from structured data
Documentation
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use prosaic_core::{
    Clause, Context, DocumentPlan, Engine, EntityDescriptor, Sentence, Session, Strictness, Tense,
    Value, Variation, VerbForm, Voice, named, subject,
};
use prosaic_derive::IntoContext;
use prosaic_grammar_en::English;

fn main() {
    println!("=== prosaic crate demo ===\n");

    referring_expression_demo();
    reg_disambiguation_demo();
    salience_demo();
    document_planning_demo();
    discourse_aware_demos();
    batch_rendering_demo();
    template_api_demos();
    builder_api_demos();
    tense_and_aspect_demo();
    elegance_time_quantifier_demo();
    vocab_code_demos();
    variation_demos();
    strictness_demos();
    derive_macro_demo();
    grammar_showcase();
}

fn header(title: &str) {
    println!("── {title} ──\n");
}

fn show(label: &str, result: &str) {
    println!("  {label}:");
    println!("    \"{result}\"\n");
}

// ── Referring Expressions ─────────────────────────────────────────────────

// ── REG: Dale & Reiter disambiguation ────────────────────────────────────

fn reg_disambiguation_demo() {
    let mut session = Session::new();
    header("Referring Expression Generation (REG)");

    println!("  Without REG, ambiguous same-type entities render with the bare type:");
    println!("    \"The class UserService was modified. The class AuthService was modified.\"\n");
    println!("  With entities registered, the Dale & Reiter incremental algorithm");
    println!("  adds the shortest distinguisher that uniquely identifies each.\n");

    let mut engine = Engine::new(English::new())
        .strictness(Strictness::Strict)
        .variation(Variation::Fixed)
        .attribute_preference(vec!["layer".to_string()]);

    engine.register_entity(
        EntityDescriptor::new("UserService", "class").with_attribute("layer", "domain"),
    );
    engine.register_entity(
        EntityDescriptor::new("AuthService", "class").with_attribute("layer", "infra"),
    );

    engine
        .register_template("t", "{name|refer} was modified")
        .unwrap();

    let mut ctx = Context::new();
    ctx.insert("entity_type", Value::String("class".into()));
    ctx.insert("name", Value::String("UserService".into()));
    show(
        "First render",
        &engine.render(&mut session, "t", &ctx).unwrap(),
    );

    let mut ctx2 = Context::new();
    ctx2.insert("entity_type", Value::String("class".into()));
    ctx2.insert("name", Value::String("AuthService".into()));
    show(
        "Second render",
        &engine.render(&mut session, "t", &ctx2).unwrap(),
    );

    // A 3-way disambiguation: multiple attributes may be needed.
    let mut engine3 = Engine::new(English::new())
        .strictness(Strictness::Strict)
        .variation(Variation::Fixed)
        .attribute_preference(vec!["color".to_string(), "size".to_string()]);

    engine3.register_entity(
        EntityDescriptor::new("Alpha", "widget")
            .with_attribute("color", "red")
            .with_attribute("size", "small"),
    );
    engine3.register_entity(
        EntityDescriptor::new("Bravo", "widget")
            .with_attribute("color", "red")
            .with_attribute("size", "large"),
    );
    engine3.register_entity(
        EntityDescriptor::new("Charlie", "widget")
            .with_attribute("color", "blue")
            .with_attribute("size", "small"),
    );

    engine3
        .register_template("t", "{name|refer} appeared on stage")
        .unwrap();

    println!("  Three widgets, each partially sharing attributes with the others:\n");
    for name in ["Alpha", "Bravo", "Charlie"] {
        let mut ctx = Context::new();
        ctx.insert("entity_type", Value::String("widget".into()));
        ctx.insert("name", Value::String(name.into()));
        show(name, &engine3.render(&mut session, "t", &ctx).unwrap());
        session.reset();
    }
}

// ── Importance-Aware Verbosity ─────────────────────────────────────────

fn salience_demo() {
    let mut session = Session::new();
    header("Importance-Aware Verbosity (Salience)");

    let mut engine = Engine::new(English::new())
        .strictness(Strictness::Strict)
        .variation(Variation::Fixed);
    prosaic_vocab_code::register(&mut engine).unwrap();

    println!("  The engine auto-selects template verbosity based on event magnitude.");
    println!("  Same event type (code.modified), three different impact levels:\n");

    // Low salience — 0 consumers
    let mut low = Context::new();
    low.insert("entity_type", Value::String("method".into()));
    low.insert("name", Value::String("formatDate".into()));
    low.insert("consumer_count", Value::Number(0));
    low.insert("consumers", Value::List(vec![]));
    let r_low = engine.render(&mut session, "code.modified", &low).unwrap();
    println!("    Low impact (0 consumers):");
    println!("      \"{r_low}\"\n");

    session.reset();

    // Medium salience — 5 consumers
    let mut med = Context::new();
    med.insert("entity_type", Value::String("method".into()));
    med.insert("name", Value::String("processOrder".into()));
    med.insert("consumer_count", Value::Number(5));
    med.insert(
        "consumers",
        Value::List(vec![
            "CartComponent".into(),
            "CheckoutFlow".into(),
            "OrderHistory".into(),
            "AdminPanel".into(),
            "InvoiceService".into(),
        ]),
    );
    let r_med = engine.render(&mut session, "code.modified", &med).unwrap();
    println!("    Medium impact (5 consumers):");
    println!("      \"{r_med}\"\n");

    session.reset();

    // High salience — 50 consumers
    let mut high = Context::new();
    high.insert("entity_type", Value::String("service".into()));
    high.insert("name", Value::String("AuthenticationService".into()));
    high.insert("consumer_count", Value::Number(50));
    high.insert(
        "consumers",
        Value::List(vec![
            "LoginPage".into(),
            "SignupPage".into(),
            "ApiGateway".into(),
            "AdminDashboard".into(),
            "UserProfile".into(),
            "SessionManager".into(),
            "PermissionGuard".into(),
            "AuditLogger".into(),
        ]),
    );
    let r_high = engine.render(&mut session, "code.modified", &high).unwrap();
    println!("    High impact (50 consumers):");
    println!("      \"{r_high}\"\n");
}

// ── Document Planning ───────────────────────────────────────────────────

fn document_planning_demo() {
    let mut session = Session::new();
    header("Document Planning (Multi-Paragraph Narratives)");

    let mut engine = Engine::new(English::new())
        .strictness(Strictness::Strict)
        .variation(Variation::Fixed);
    prosaic_vocab_code::register(&mut engine).unwrap();

    println!("  DocumentPlan groups events by entity and orders by salience,");
    println!("  producing a multi-paragraph narrative where the biggest changes lead.\n");

    // Mix of changes: one big rename, some modifications to same class, and a trivial add
    let make_rename = |old: &str, new: &str, count: i64, consumers: Vec<&str>| {
        let mut ctx = Context::new();
        ctx.insert("entity_type", Value::String("service".into()));
        ctx.insert("old_name", Value::String(old.into()));
        ctx.insert("new_name", Value::String(new.into()));
        ctx.insert("consumer_count", Value::Number(count));
        ctx.insert(
            "consumers",
            Value::List(consumers.into_iter().map(String::from).collect()),
        );
        ctx
    };

    let make_modify = |name: &str, count: i64, consumers: Vec<&str>| {
        let mut ctx = Context::new();
        ctx.insert("entity_type", Value::String("class".into()));
        ctx.insert("name", Value::String(name.into()));
        ctx.insert("consumer_count", Value::Number(count));
        ctx.insert(
            "consumers",
            Value::List(consumers.into_iter().map(String::from).collect()),
        );
        ctx
    };

    let make_add = |name: &str| {
        let mut ctx = Context::new();
        ctx.insert("entity_type", Value::String("helper".into()));
        ctx.insert("name", Value::String(name.into()));
        ctx.insert("location", Value::String("src/utils/".into()));
        ctx
    };

    let events: Vec<(&str, Context)> = vec![
        // Low-impact trivia (should end up last)
        ("code.added", make_add("StringFormatter")),
        // Medium-impact cluster on same entity (should stay grouped)
        (
            "code.modified",
            make_modify(
                "UserRepository",
                4,
                vec!["UserService", "AuthFlow", "ProfilePage", "AdminView"],
            ),
        ),
        (
            "code.modified",
            make_modify(
                "UserRepository",
                4,
                vec!["UserService", "AuthFlow", "ProfilePage", "AdminView"],
            ),
        ),
        // High-impact rename (should lead the narrative)
        (
            "code.renamed",
            make_rename(
                "PaymentGateway",
                "BillingService",
                35,
                vec![
                    "CheckoutFlow",
                    "OrderService",
                    "RefundHandler",
                    "InvoiceGenerator",
                    "ReceiptEmail",
                    "AdminReports",
                    "TaxCalculator",
                ],
            ),
        ),
    ];

    let plan = DocumentPlan::from_events(&events, &engine);
    println!("  Plan produced {} paragraph(s).\n", plan.paragraphs.len());

    let narrative = plan.render(&engine, &mut session).unwrap();
    println!("  Final narrative:\n");
    for line in narrative.lines() {
        println!("    {line}");
    }
    println!();

    // Second pass: same events, rhetorical grouping
    println!("  With `GroupingStrategy::ByAction`, the same events become");
    println!("  a section-style summary (removals → additions → modifications):\n");

    session.reset();
    let plan = prosaic_core::DocumentPlan::from_events_grouped(
        &events,
        &engine,
        prosaic_core::GroupingStrategy::ByAction,
    );
    let narrative = plan.render(&engine, &mut session).unwrap();
    for line in narrative.lines() {
        println!("    {line}");
    }
    println!();
}

fn referring_expression_demo() {
    let mut session = Session::new();
    header("Referring Expressions (Entity Tracking)");

    let mut engine = Engine::new(English::new())
        .strictness(Strictness::Strict)
        .variation(Variation::Fixed);
    prosaic_vocab_code::register(&mut engine).unwrap();

    println!("  Four renders about the SAME entity (UserService):");
    println!("  Watch how the engine refers to it differently each time.\n");

    let mut ctx = Context::new();
    ctx.insert("entity_type", Value::String("class".into()));
    ctx.insert("old_name", Value::String("UserService".into()));
    ctx.insert("name", Value::String("UserService".into()));
    ctx.insert("new_name", Value::String("AccountService".into()));
    ctx.insert("consumer_count", Value::Number(3));
    ctx.insert(
        "consumers",
        Value::List(vec![
            "ProfilePage".into(),
            "SettingsPage".into(),
            "AuthModule".into(),
        ]),
    );

    let r1 = engine.render(&mut session, "code.renamed", &ctx).unwrap();
    println!("    1. \"{r1}\"");

    // Update context to use new name going forward (though for demo we keep same entity)
    ctx.insert("name", Value::String("UserService".into()));
    let r2 = engine.render(&mut session, "code.modified", &ctx).unwrap();
    println!("    2. \"{r2}\"");

    let r3 = engine.render(&mut session, "code.modified", &ctx).unwrap();
    println!("    3. \"{r3}\"");

    // Introduce a different entity — should break pronoun chain
    let mut other_ctx = Context::new();
    other_ctx.insert("entity_type", Value::String("service".into()));
    other_ctx.insert("name", Value::String("AuthGuard".into()));
    other_ctx.insert("location", Value::String("src/guards/".into()));
    let r4 = engine
        .render(&mut session, "code.added", &other_ctx)
        .unwrap();
    println!("    4. \"{r4}\"");

    // Back to UserService — now there's ambiguity, so no pronoun
    let r5 = engine.render(&mut session, "code.modified", &ctx).unwrap();
    println!("    5. \"{r5}\"");

    println!();
    println!("  1st mention: full form \"The class UserService\"");
    println!("  2nd mention (same focus): pronoun \"it\"");
    println!("  3rd mention (continued focus): pronoun \"it\"");
    println!("  4th: different entity introduced (full form)");
    println!("  5th: back to UserService but ambiguity prevents pronoun\n");
}

// ── Discourse-Aware Rendering ─────────────────────────────────────────────

fn discourse_aware_demos() {
    let mut session = Session::new();
    header("Discourse-Aware Sequential Rendering");

    let mut engine = Engine::new(English::new())
        .strictness(Strictness::Strict)
        .variation(Variation::Fixed);
    prosaic_vocab_code::register(&mut engine).unwrap();

    println!("  Rendering 5 related events sequentially (no reset between them):\n");

    // Event 1: rename
    let mut ctx = Context::new();
    ctx.insert("entity_type", Value::String("class".into()));
    ctx.insert("old_name", Value::String("UserService".into()));
    ctx.insert("new_name", Value::String("AccountService".into()));
    ctx.insert("consumer_count", Value::Number(6));
    ctx.insert(
        "consumers",
        Value::List(vec![
            "ProfileComponent".into(),
            "SettingsComponent".into(),
            "AdminModule".into(),
            "AuthGuard".into(),
            "DashboardWidget".into(),
            "NotificationService".into(),
        ]),
    );
    let r1 = engine.render(&mut session, "code.renamed", &ctx).unwrap();
    println!("    1. \"{r1}\"");

    // Event 2: delete (different entity, triggers connective)
    let mut ctx = Context::new();
    ctx.insert("entity_type", Value::String("interface".into()));
    ctx.insert("name", Value::String("LegacyConfig".into()));
    ctx.insert("consumer_count", Value::Number(3));
    ctx.insert(
        "consumers",
        Value::List(vec![
            "ConfigLoader".into(),
            "BootstrapModule".into(),
            "MigrationScript".into(),
        ]),
    );
    let r2 = engine.render(&mut session, "code.deleted", &ctx).unwrap();
    println!("    2. \"{r2}\"");

    // Event 3: modify (different entity, different action)
    let mut ctx = Context::new();
    ctx.insert("entity_type", Value::String("method".into()));
    ctx.insert("name", Value::String("calculateTotal".into()));
    ctx.insert("consumer_count", Value::Number(4));
    ctx.insert(
        "consumers",
        Value::List(vec![
            "CartComponent".into(),
            "CheckoutFlow".into(),
            "InvoiceService".into(),
            "PricingEngine".into(),
        ]),
    );
    let r3 = engine.render(&mut session, "code.modified", &ctx).unwrap();
    println!("    3. \"{r3}\"");

    // Event 4: another rename (same action as #1, triggers "Similarly")
    let mut ctx = Context::new();
    ctx.insert("entity_type", Value::String("class".into()));
    ctx.insert("old_name", Value::String("AuthService".into()));
    ctx.insert("new_name", Value::String("IdentityService".into()));
    ctx.insert("consumer_count", Value::Number(2));
    ctx.insert(
        "consumers",
        Value::List(vec!["LoginPage".into(), "TokenManager".into()]),
    );
    let r4 = engine.render(&mut session, "code.renamed", &ctx).unwrap();
    println!("    4. \"{r4}\"");

    // Event 5: add (new entity)
    let mut ctx = Context::new();
    ctx.insert("entity_type", Value::String("service".into()));
    ctx.insert("name", Value::String("TelemetryService".into()));
    ctx.insert(
        "location",
        Value::String("src/services/telemetry.service.ts".into()),
    );
    let r5 = engine.render(&mut session, "code.added", &ctx).unwrap();
    println!("    5. \"{r5}\"");

    println!();
    println!("  Note: list styles cycle (including/such as/dash/bracketed),");
    println!("  template variants anti-repeat, and discourse connectives");
    println!("  link related events.\n");
}

fn batch_rendering_demo() {
    let mut session = Session::new();
    header("Batch Rendering with Aggregation");

    let mut engine = Engine::new(English::new())
        .strictness(Strictness::Strict)
        .variation(Variation::Fixed);
    prosaic_vocab_code::register(&mut engine).unwrap();

    // Events about the same entity (should aggregate)
    let mut ctx1 = Context::new();
    ctx1.insert("entity_type", Value::String("class".into()));
    ctx1.insert("old_name", Value::String("DataManager".into()));
    ctx1.insert("new_name", Value::String("DataService".into()));
    ctx1.insert("consumer_count", Value::Number(3));
    ctx1.insert(
        "consumers",
        Value::List(vec!["Dashboard".into(), "Reports".into(), "Export".into()]),
    );

    let mut ctx2 = Context::new();
    ctx2.insert("entity_type", Value::String("class".into()));
    ctx2.insert("name", Value::String("DataManager".into()));
    ctx2.insert("old_location", Value::String("src/utils/".into()));
    ctx2.insert("new_location", Value::String("src/core/".into()));
    ctx2.insert("consumer_count", Value::Number(3));
    ctx2.insert(
        "consumers",
        Value::List(vec!["Dashboard".into(), "Reports".into(), "Export".into()]),
    );

    // Unrelated entity
    let mut ctx3 = Context::new();
    ctx3.insert("entity_type", Value::String("service".into()));
    ctx3.insert("name", Value::String("AuthGuard".into()));
    ctx3.insert("location", Value::String("src/guards/auth.guard.ts".into()));

    let events: Vec<(&str, Context)> = vec![
        ("code.renamed", ctx1),
        ("code.moved", ctx2),
        ("code.added", ctx3),
    ];

    let paragraph = engine.render_batch(&mut session, &events).unwrap();
    println!("  Batch output (3 events, first 2 share an entity):\n");
    println!("    \"{paragraph}\"\n");

    // Same-action aggregation: 3 renames of different classes
    let mut engine2 = Engine::new(English::new()).variation(Variation::Fixed);
    prosaic_vocab_code::register(&mut engine2).unwrap();

    let make_rename = |old: &str, new: &str| {
        let mut ctx = Context::new();
        ctx.insert("entity_type", Value::String("class".into()));
        ctx.insert("old_name", Value::String(old.into()));
        ctx.insert("new_name", Value::String(new.into()));
        ctx.insert("consumer_count", Value::Number(1));
        ctx.insert("consumers", Value::List(vec!["App".into()]));
        ctx
    };

    let events: Vec<(&str, Context)> = vec![
        ("code.renamed", make_rename("UserService", "AccountService")),
        (
            "code.renamed",
            make_rename("AuthService", "IdentityService"),
        ),
        ("code.renamed", make_rename("DataService", "StorageService")),
    ];

    let aggregated = engine2.render_batch(&mut session, &events).unwrap();
    println!("  Same action with differing details (falls back to sequential):\n");
    println!("    \"{aggregated}\"\n");

    // True aggregation: same action, same secondary context (deletions in same module)
    let mut engine3 = Engine::new(English::new()).variation(Variation::Fixed);
    prosaic_vocab_code::register(&mut engine3).unwrap();

    let make_delete = |name: &str| {
        let mut ctx = Context::new();
        ctx.insert("entity_type", Value::String("class".into()));
        ctx.insert("name", Value::String(name.into()));
        ctx.insert("consumer_count", Value::Number(0));
        ctx.insert("consumers", Value::List(vec![]));
        ctx
    };

    let events: Vec<(&str, Context)> = vec![
        ("code.deleted", make_delete("OldUtils")),
        ("code.deleted", make_delete("LegacyHelpers")),
        ("code.deleted", make_delete("DeprecatedShims")),
    ];

    let aggregated = engine3.render_batch(&mut session, &events).unwrap();
    println!("  True aggregation (3 deletions with matching context):\n");
    println!("    \"{aggregated}\"\n");

    // Clause reduction: same entity, three different simple actions
    let mut engine4 = Engine::new(English::new()).variation(Variation::Fixed);
    // Tiny template set with no embedded clauses so reduction fires.
    engine4
        .register_template("code.renamed", "{old_name|refer} was renamed")
        .unwrap();
    engine4
        .register_template("code.modified", "{name|refer} was modified")
        .unwrap();
    engine4
        .register_template("code.moved", "{name|refer} was moved")
        .unwrap();

    let mut c1 = Context::new();
    c1.insert("entity_type", Value::String("class".into()));
    c1.insert("old_name", Value::String("UserService".into()));
    c1.insert("name", Value::String("UserService".into()));
    let c2 = c1.clone();
    let c3 = c1.clone();

    let events: Vec<(&str, Context)> = vec![
        ("code.renamed", c1),
        ("code.modified", c2),
        ("code.moved", c3),
    ];

    let reduced = engine4.render_batch(&mut session, &events).unwrap();
    println!("  Clause reduction (same entity, simple predicates, matching voice):\n");
    println!("    \"{reduced}\"\n");
}

// ── Template API ─────────────────────────────────────────────────────────

fn template_api_demos() {
    let mut session = Session::new();
    header("Template API");

    let mut engine = Engine::new(English::new())
        .strictness(Strictness::Strict)
        .variation(Variation::Fixed);

    engine
        .register_template(
            "renamed",
            "The {entity_type} {old_name} was renamed to {new_name} \
             which impacts {count} direct {count|pluralize:consumer} \
             [{consumers|truncate:3|join}]",
        )
        .unwrap();

    // 6 consumers, truncated
    let mut ctx = Context::new();
    ctx.insert("entity_type", Value::String("class".into()));
    ctx.insert("old_name", Value::String("UserService".into()));
    ctx.insert("new_name", Value::String("AccountService".into()));
    ctx.insert("count", Value::Number(6));
    ctx.insert(
        "consumers",
        Value::List(vec![
            "ProfileComponent".into(),
            "SettingsComponent".into(),
            "AdminModule".into(),
            "AuthGuard".into(),
            "DashboardWidget".into(),
            "NotificationService".into(),
        ]),
    );
    show(
        "Rename (6 consumers)",
        &engine.render(&mut session, "renamed", &ctx).unwrap(),
    );

    // 1 consumer
    ctx.insert("entity_type", Value::String("method".into()));
    ctx.insert("old_name", Value::String("getData".into()));
    ctx.insert("new_name", Value::String("fetchData".into()));
    ctx.insert("count", Value::Number(1));
    ctx.insert("consumers", Value::List(vec!["DashboardComponent".into()]));
    show(
        "Rename (1 consumer)",
        &engine.render(&mut session, "renamed", &ctx).unwrap(),
    );

    // 2 consumers (no truncation, Oxford comma not needed)
    ctx.insert("entity_type", Value::String("interface".into()));
    ctx.insert("old_name", Value::String("ILogger".into()));
    ctx.insert("new_name", Value::String("Logger".into()));
    ctx.insert("count", Value::Number(2));
    ctx.insert(
        "consumers",
        Value::List(vec!["AppModule".into(), "TestHarness".into()]),
    );
    show(
        "Rename (2 consumers)",
        &engine.render(&mut session, "renamed", &ctx).unwrap(),
    );

    // Inline template
    let mut ctx = Context::new();
    ctx.insert("n", Value::Number(42));
    ctx.insert("thing", Value::String("error".into()));
    show(
        "Inline template",
        &engine
            .render_inline(
                &mut session,
                "Found {n} {n|pluralize:occurrence} of {thing|article} in the codebase",
                &ctx,
            )
            .unwrap(),
    );

    // Pipes: ordinal, words
    let mut ctx = Context::new();
    ctx.insert("n", Value::Number(3));
    ctx.insert("total", Value::Number(1_234));
    show(
        "Ordinal + words",
        &engine
            .render_inline(
                &mut session,
                "This is the {n|ordinal} time this has happened, \
                 totalling {total|words} critical issue reports",
                &ctx,
            )
            .unwrap(),
    );

    // Capitalize — useful when a value might start a sentence
    let mut ctx = Context::new();
    ctx.insert("event", Value::String("authentication failure".into()));
    ctx.insert("count", Value::Number(7));
    show(
        "Capitalize (sentence start)",
        &engine
            .render_inline(
                &mut session,
                "{event|capitalize} detected {count} {count|pluralize:time} today",
                &ctx,
            )
            .unwrap(),
    );
}

// ── Builder API ──────────────────────────────────────────────────────────

fn builder_api_demos() {
    header("Builder API");

    let engine = Engine::new(English::new());

    // Full sentence with clause (passive voice — default)
    let result = Sentence::new()
        .subject(subject("class", "Foo"))
        .verb("rename", Tense::Past)
        .object("Foobar")
        .clause(
            Clause::which("impacts")
                .amount(6)
                .noun("direct consumer")
                .list(&["Baz", "Qux", "Quux", "Corge", "Grault", "Garply"])
                .truncate(3),
        )
        .render(&engine)
        .unwrap();
    show("Passive rename", &result);

    // Same sentence in active voice
    let result = Sentence::new()
        .subject(subject("class", "Foo"))
        .verb("rename", Tense::Past)
        .object("Foobar")
        .voice(Voice::Active)
        .clause(
            Clause::which("impacts")
                .amount(6)
                .noun("direct consumer")
                .list(&["Baz", "Qux", "Quux", "Corge", "Grault", "Garply"])
                .truncate(3),
        )
        .render(&engine)
        .unwrap();
    show("Active rename", &result);

    // Simple deletion
    let result = Sentence::new()
        .subject(subject("method", "processPayment"))
        .verb("remove", Tense::Past)
        .clause(Clause::with_intro("from").noun("OrderService"))
        .render(&engine)
        .unwrap();
    show("Deletion", &result);

    // Future tense (passive)
    let result = Sentence::new()
        .subject(subject("interface", "UserProfile"))
        .verb("deprecate", Tense::Future)
        .render(&engine)
        .unwrap();
    show("Future passive", &result);

    // Future tense (active)
    let result = Sentence::new()
        .subject(subject("interface", "UserProfile"))
        .verb("break", Tense::Future)
        .voice(Voice::Active)
        .clause(Clause::with_intro("in").amount(5).noun("downstream module"))
        .render(&engine)
        .unwrap();
    show("Future active", &result);

    // Named subject (no entity type)
    let result = Sentence::new()
        .subject(named("AuthGuard"))
        .verb("modify", Tense::Past)
        .clause(Clause::which("affects").amount(3).noun("route").list(&[
            "Dashboard",
            "Settings",
            "Admin",
        ]))
        .render(&engine)
        .unwrap();
    show("Named subject", &result);

    // Custom preposition
    let result = Sentence::new()
        .subject(subject("class", "OldParser"))
        .verb("replace", Tense::Past)
        .preposition("with")
        .object("NewParser")
        .render(&engine)
        .unwrap();
    show("Custom preposition", &result);

    // Active present tense
    let result = Sentence::new()
        .subject(subject("module", "SharedModule"))
        .verb("export", Tense::Present)
        .voice(Voice::Active)
        .clause(Clause::with_intro("").amount(12).noun("component"))
        .render(&engine)
        .unwrap();
    show("Present tense (3rd person)", &result);
}

// ── Tense & Aspect ───────────────────────────────────────────────────────

fn tense_and_aspect_demo() {
    let mut session = Session::new();
    header("Tense & Aspect Variation");

    let engine = Engine::new(English::new())
        .strictness(Strictness::Strict)
        .variation(Variation::Fixed);

    println!("  Templates can use the `verb` pipe to compose full verb phrases");
    println!("  from any base verb + form + voice. Irregular English verbs");
    println!("  (rename → renamed, write → written, break → broken) are handled.\n");

    // Same event, six different verb forms — each one gives a different
    // emphasis and tone. All driven by a single `{… |verb:<form>}` template.
    let forms = [
        ("past", "Simple past"),
        ("present_perfect", "Present perfect"),
        ("present_progressive", "Present progressive"),
        ("future", "Simple future"),
        ("conditional", "Conditional"),
        ("conditional_perfect", "Conditional perfect"),
    ];

    for (form, label) in forms {
        // A tiny inline template per variant so the label appears right alongside
        let tpl = format!("The {{entity_type}} {{name}} {{action|verb:{form}}}");
        let mut ctx = Context::new();
        ctx.insert("entity_type", Value::String("class".into()));
        ctx.insert("name", Value::String("UserService".into()));
        ctx.insert("action", Value::String("rename".into()));
        let rendered = engine.render_inline(&mut session, &tpl, &ctx).unwrap();
        show(label, &rendered);
    }

    println!("  The same machinery drives the builder via `.form(VerbForm::…)`:\n");

    let sentences = [
        (VerbForm::PresentPerfect, Voice::Passive, "break"),
        (VerbForm::PresentProgressive, Voice::Passive, "write"),
        (VerbForm::PastPerfect, Voice::Active, "ship"),
        (VerbForm::Conditional, Voice::Passive, "deprecate"),
    ];

    for (form, voice, verb) in sentences {
        let rendered = Sentence::new()
            .subject(subject("module", "Core"))
            .verb_word(verb)
            .form(form)
            .voice(voice)
            .render(&engine)
            .unwrap();
        show(&format!("{form:?} / {voice:?} / {verb}"), &rendered);
    }
}

// ── Elegant variation, time, quantifier naturalization ──────────────────

fn elegance_time_quantifier_demo() {
    let mut session = Session::new();
    header("Elegant Variation, Time, and Quantifiers");

    // Synonym rotation across renders.
    let mut engine = Engine::new(English::new())
        .strictness(Strictness::Strict)
        .variation(Variation::Fixed);
    engine.register_synonyms(&["consumer", "dependent", "caller"]);
    engine
        .register_template("t", "{count} {word|syn} may need review")
        .unwrap();

    println!("  Same slot value across three renders, different synonym each time:\n");
    for i in 0..3 {
        let mut ctx = Context::new();
        ctx.insert("count", Value::Number(3));
        ctx.insert("word", Value::String("consumer".into()));
        show(
            &format!("Render {}", i + 1),
            &engine.render(&mut session, "t", &ctx).unwrap(),
        );
    }

    // Relative time framing.
    let now: i64 = 1_700_000_000;
    let mut engine2 = Engine::new(English::new())
        .variation(Variation::Fixed)
        .reference_time(now);
    engine2
        .register_template("t", "The change landed {ts|relative}")
        .unwrap();

    println!("  Relative time (`reference_time` fixed for reproducibility):\n");
    let timestamps = [
        (now - 60, "1 minute ago"),
        (now - 90_000, "yesterday"),
        (now - 3 * 86400, "3 days ago"),
        (now - 10 * 86400, "last week"),
        (now + 10 * 86400, "next week"),
    ];
    for (ts, _expected) in timestamps {
        let mut ctx = Context::new();
        ctx.insert("ts", Value::Number(ts));
        show(
            &format!("ts={ts}"),
            &engine2.render(&mut session, "t", &ctx).unwrap(),
        );
        session.reset();
    }

    // Quantifier naturalization.
    let mut engine3 = Engine::new(English::new()).variation(Variation::Fixed);
    engine3
        .register_template(
            "t",
            "The class Foo affects {count|quantify} {count|pluralize:caller}",
        )
        .unwrap();

    println!("  Quantifier naturalization (natural default — auto hedges large counts):\n");
    let counts = [0_i64, 1, 3, 12, 47, 150, 473, 5_000];
    for count in counts {
        let mut ctx = Context::new();
        ctx.insert("count", Value::Number(count));
        show(
            &format!("count={count}"),
            &engine3.render(&mut session, "t", &ctx).unwrap(),
        );
        session.reset();
    }
}

// ── Vocab Code module ────────────────────────────────────────────────────

fn vocab_code_demos() {
    let mut session = Session::new();
    header("Code Vocabulary Module");

    let mut engine = Engine::new(English::new())
        .strictness(Strictness::Strict)
        .variation(Variation::Fixed);
    prosaic_vocab_code::register(&mut engine).unwrap();

    // code.renamed
    let mut ctx = Context::new();
    ctx.insert("entity_type", Value::String("class".into()));
    ctx.insert("old_name", Value::String("HttpClient".into()));
    ctx.insert("new_name", Value::String("ApiClient".into()));
    ctx.insert("consumer_count", Value::Number(8));
    ctx.insert(
        "consumers",
        Value::List(vec![
            "UserService".into(),
            "OrderService".into(),
            "AuthService".into(),
            "PaymentService".into(),
            "NotificationService".into(),
            "ReportService".into(),
            "CacheService".into(),
            "LogService".into(),
        ]),
    );
    show(
        "code.renamed",
        &engine.render(&mut session, "code.renamed", &ctx).unwrap(),
    );

    // code.deleted
    let mut ctx = Context::new();
    ctx.insert("entity_type", Value::String("interface".into()));
    ctx.insert("name", Value::String("LegacyUserProfile".into()));
    ctx.insert("consumer_count", Value::Number(3));
    ctx.insert(
        "consumers",
        Value::List(vec![
            "ProfilePage".into(),
            "SettingsPage".into(),
            "AdminPanel".into(),
        ]),
    );
    show(
        "code.deleted",
        &engine.render(&mut session, "code.deleted", &ctx).unwrap(),
    );

    // code.added
    let mut ctx = Context::new();
    ctx.insert("entity_type", Value::String("service".into()));
    ctx.insert("name", Value::String("TelemetryService".into()));
    ctx.insert(
        "location",
        Value::String("src/services/telemetry.service.ts".into()),
    );
    show(
        "code.added",
        &engine.render(&mut session, "code.added", &ctx).unwrap(),
    );

    // code.modified
    let mut ctx = Context::new();
    ctx.insert("entity_type", Value::String("method".into()));
    ctx.insert("name", Value::String("calculateTotal".into()));
    ctx.insert("consumer_count", Value::Number(7));
    ctx.insert(
        "consumers",
        Value::List(vec![
            "CartComponent".into(),
            "CheckoutComponent".into(),
            "InvoiceService".into(),
            "ReportGenerator".into(),
            "PricingEngine".into(),
            "TaxCalculator".into(),
            "DiscountService".into(),
        ]),
    );
    show(
        "code.modified",
        &engine.render(&mut session, "code.modified", &ctx).unwrap(),
    );

    // code.moved
    let mut ctx = Context::new();
    ctx.insert("entity_type", Value::String("class".into()));
    ctx.insert("name", Value::String("DateUtils".into()));
    ctx.insert(
        "old_location",
        Value::String("src/utils/date-utils.ts".into()),
    );
    ctx.insert(
        "new_location",
        Value::String("src/core/date-utils.ts".into()),
    );
    ctx.insert("consumer_count", Value::Number(15));
    ctx.insert(
        "consumers",
        Value::List(vec![
            "AppModule".into(),
            "SchedulerService".into(),
            "CalendarComponent".into(),
            "ReportService".into(),
        ]),
    );
    show(
        "code.moved",
        &engine.render(&mut session, "code.moved", &ctx).unwrap(),
    );

    // code.signature_changed
    let mut ctx = Context::new();
    ctx.insert("entity_type", Value::String("method".into()));
    ctx.insert("name", Value::String("getUser".into()));
    ctx.insert("consumer_count", Value::Number(1));
    ctx.insert("consumers", Value::List(vec!["ProfileController".into()]));
    show(
        "code.signature_changed (singular)",
        &engine
            .render(&mut session, "code.signature_changed", &ctx)
            .unwrap(),
    );
}

// ── Variation ────────────────────────────────────────────────────────────

fn variation_demos() {
    let mut session = Session::new();
    header("Variation Strategies");

    let ctx = {
        let mut ctx = Context::new();
        ctx.insert("entity_type", Value::String("class".into()));
        ctx.insert("old_name", Value::String("Foo".into()));
        ctx.insert("new_name", Value::String("Bar".into()));
        ctx.insert("consumer_count", Value::Number(2));
        ctx.insert("consumers", Value::List(vec!["A".into(), "B".into()]));
        ctx
    };

    // Fixed
    let mut engine = Engine::new(English::new()).variation(Variation::Fixed);
    prosaic_vocab_code::register(&mut engine).unwrap();
    show(
        "Fixed",
        &engine.render(&mut session, "code.renamed", &ctx).unwrap(),
    );

    // Seeded (different seeds)
    for seed in [1, 42, 999] {
        let mut engine = Engine::new(English::new()).variation(Variation::Seeded(seed));
        prosaic_vocab_code::register(&mut engine).unwrap();
        show(
            &format!("Seeded({seed})"),
            &engine.render(&mut session, "code.renamed", &ctx).unwrap(),
        );
    }
}

// ── Strictness ───────────────────────────────────────────────────────────

fn strictness_demos() {
    let mut session = Session::new();
    header("Strictness Modes");

    let template = "The {entity_type} {name} was modified by {author}";
    let mut ctx = Context::new();
    ctx.insert("entity_type", Value::String("class".into()));
    ctx.insert("name", Value::String("Foo".into()));
    // "author" intentionally missing

    // Strict
    let mut engine = Engine::new(English::new()).strictness(Strictness::Strict);
    engine.register_template("t", template).unwrap();
    match engine.render(&mut session, "t", &ctx) {
        Ok(s) => show("Strict", &s),
        Err(e) => show("Strict (error)", &e.to_string()),
    }

    // Lenient
    let mut engine = Engine::new(English::new()).strictness(Strictness::Lenient);
    engine.register_template("t", template).unwrap();
    show("Lenient", &engine.render(&mut session, "t", &ctx).unwrap());

    // Silent
    let mut engine = Engine::new(English::new()).strictness(Strictness::Silent);
    engine.register_template("t", template).unwrap();
    show("Silent", &engine.render(&mut session, "t", &ctx).unwrap());
}

// ── Derive macro ─────────────────────────────────────────────────────────

#[derive(IntoContext)]
struct DeployEvent {
    entity_type: String,
    name: String,
    environment: String,
    consumer_count: i64,
    consumers: Vec<String>,
}

fn derive_macro_demo() {
    let mut session = Session::new();
    header("Derive Macro");

    let mut engine = Engine::new(English::new());
    engine
        .register_template(
            "deploy",
            "The {entity_type} {name} was deployed to {environment}, \
             affecting {consumer_count} {consumer_count|pluralize:service} \
             [{consumers|join}]",
        )
        .unwrap();

    let event = DeployEvent {
        entity_type: "microservice".into(),
        name: "PaymentGateway".into(),
        environment: "production".into(),
        consumer_count: 3,
        consumers: vec![
            "OrderService".into(),
            "BillingService".into(),
            "RefundService".into(),
        ],
    };

    show(
        "From struct",
        &engine.render(&mut session, "deploy", event).unwrap(),
    );
}

// ── Grammar showcase ─────────────────────────────────────────────────────

fn grammar_showcase() {
    let mut session = Session::new();
    header("Grammar Showcase");

    let engine = Engine::new(English::new());

    // Pluralization edge cases
    let cases = [
        ("child", 1),
        ("child", 3),
        ("person", 1),
        ("person", 5),
        ("analysis", 2),
        ("sheep", 10),
        ("city", 4),
        ("knife", 2),
        ("hero", 3),
        ("software", 99),
    ];

    println!("  Pluralization:");
    for (word, count) in cases {
        let mut ctx = Context::new();
        ctx.insert("n", Value::Number(count));
        let result = engine
            .render_inline(&mut session, &format!("{{n}} {{n|pluralize:{word}}}"), &ctx)
            .unwrap();
        println!("    {result}");
    }
    println!();

    // Articles
    let words = [
        "apple",
        "banana",
        "hour",
        "university",
        "FBI",
        "XML",
        "elephant",
        "user",
    ];
    println!("  Articles:");
    for word in words {
        let mut ctx = Context::new();
        ctx.insert("w", Value::String(word.into()));
        let result = engine
            .render_inline(&mut session, "{w|article}", &ctx)
            .unwrap();
        println!("    {result}");
    }
    println!();

    // Numbers to words
    let numbers = [0, 1, 12, 42, 100, 999, 1_234, 1_000_000];
    println!("  Numbers to words:");
    for n in numbers {
        let mut ctx = Context::new();
        ctx.insert("n", Value::Number(n));
        let result = engine
            .render_inline(&mut session, "{n|words}", &ctx)
            .unwrap();
        println!("    {n} -> {result}");
    }
    println!();

    // Ordinals
    let ordinals = [1, 2, 3, 4, 11, 12, 13, 21, 22, 23, 100, 101];
    println!("  Ordinals:");
    for n in ordinals {
        let mut ctx = Context::new();
        ctx.insert("n", Value::Number(n));
        let result = engine
            .render_inline(&mut session, "{n|ordinal}", &ctx)
            .unwrap();
        print!("    {result}");
    }
    println!("\n");

    // List joining
    println!("  List joining:");
    for items in [
        vec![],
        vec!["alpha".to_string()],
        vec!["alpha".into(), "beta".into()],
        vec!["alpha".into(), "beta".into(), "gamma".into()],
        vec![
            "alpha".into(),
            "beta".into(),
            "gamma".into(),
            "delta".into(),
            "epsilon".into(),
        ],
    ] {
        let mut ctx = Context::new();
        ctx.insert("items", Value::List(items.clone()));
        let result = engine
            .render_inline(&mut session, "{items|join}", &ctx)
            .unwrap();
        println!(
            "    {} item(s): \"{}\"",
            items.len(),
            if result.is_empty() {
                "(empty)"
            } else {
                &result
            }
        );
    }
    println!();
}