rustev_core/

ops.rs

//! The closed exact-operator registries `rustev.exact/1` (spec 002, 3.8) and
//! `rustev.exact/2` (spec 032, 3.5 and 3.6), which adds `join_keyed@1` and
//! `merge_fields@1` with every `rustev.exact/1` operator unchanged.
//!
//! An operator is named with a version. Changing what an operator means is a
//! new version, never an edit (E-06). Each operator's arguments are decoded
//! strictly against its own schema.

use std::collections::{BTreeMap, BTreeSet};

use rustev_contract::decimal::Decimal;
use rustev_contract::definition::{Expr, Literal, Predicate, ReasonKind};
use rustev_contract::judgment::{Excluded, Filtered, RankEntry, Ranking, Shortlist, Unresolved};
use serde::de::DeserializeOwned;
use serde::{Deserialize, Serialize};
use serde_json::Value as Json;

use crate::expr::{
    Fault, Ref, Scope, StepTy, TyEnv, eval_expr, eval_predicate, eval_ref, expr_refs,
    expr_structure, predicate_refs, predicate_structure, ref_ty, type_expr, type_predicate,
};
use crate::sem::{SemInstances, SemKind, SemValue};
use crate::value::{JoinMatch, Ty, Value};

/// Every registered `(name, version)`.
pub const REGISTRY: &[(&str, u32)] = &[
    ("count_where", 1),
    ("window_filter", 1),
    ("extremum", 1),
    ("timestamp_diff", 1),
    ("compare", 1),
    ("arith", 1),
    ("fx_convert", 1),
    ("member_of", 1),
    ("field_presence", 1),
    ("filter_with_reasons", 1),
    ("top_k", 1),
    ("weighted_rank", 1),
];

/// Operators `rustev.exact/2` adds (spec 032, 3.1.1).
pub const REGISTRY_V2_ADDS: &[(&str, u32)] =
    &[("join_keyed", 1), ("merge_fields", 1), ("compose_key", 1)];

pub fn is_registered(op: &str, version: u32) -> bool {
    REGISTRY.iter().any(|(n, v)| *n == op && *v == version)
}

/// Whether `(op, version)` is in `rustev.exact/2`.
pub fn is_registered_v2(op: &str, version: u32) -> bool {
    is_registered(op, version)
        || REGISTRY_V2_ADDS
            .iter()
            .any(|(n, v)| *n == op && *v == version)
}

/// A bounded constructed key (spec 036, 3.7).
#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub struct ComposeKey {
    pub parts: Vec<KeyPart>,
    pub separator: String,
}
#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub struct KeyPart {
    pub value: Expr,
    pub normalize: KeyNormalization,
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
#[serde(rename_all = "snake_case")]
pub enum KeyNormalization {
    Exact,
    AsciiToken,
}
impl ComposeKey {
    fn eval(&self, scope: &Scope<'_>) -> Result<Value, Fault> {
        let mut parts = Vec::new();
        for p in &self.parts {
            let text = match eval_expr(&p.value, scope)? {
                Value::Text(s) | Value::Enum(s) => s,
                Value::Integer(n) => n.to_string(),
                _ => return Err(Fault::Invalid("compose_key part type".into())),
            };
            // Spec 036 3.7.2: trim whitespace only and collapse runs of
            // whitespace, `-` and `_` into one `-`; a leading or trailing `-`
            // is in `[a-z0-9-]` and stays, since nothing is stripped silently.
            let text = if p.normalize == KeyNormalization::AsciiToken {
                let mut out = String::new();
                for b in text.trim_matches(|c: char| c.is_ascii_whitespace()).bytes() {
                    let b = b.to_ascii_lowercase();
                    if b.is_ascii_whitespace() || b == b'-' || b == b'_' {
                        if !out.ends_with('-') {
                            out.push('-');
                        }
                    } else if b.is_ascii_lowercase() || b.is_ascii_digit() {
                        out.push(char::from(b));
                    } else {
                        return Err(Fault::Invalid(
                            "compose_key invalid ascii_token byte".into(),
                        ));
                    }
                }
                out
            } else {
                text
            };
            if text.is_empty() || text.contains(&self.separator) {
                return Err(Fault::Invalid(
                    "compose_key empty part or separator in part".into(),
                ));
            }
            parts.push(text);
        }
        let key = parts.join(&self.separator);
        if key.len() > 512 {
            return Err(Fault::Invalid("compose_key exceeds 512 bytes".into()));
        }
        Ok(Value::Text(key))
    }
}

/// A typed keyed join (spec 032, 3.5).
#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub struct JoinKeyed {
    /// A list of records, or a list of ids.
    pub left: String,
    /// `id` for a list of ids, or a text or enum item field.
    pub key: String,
    /// A map.
    pub right: String,
}

/// A typed per-field merge (spec 032, 3.6). There is no default rule.
#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub struct MergeFields {
    pub base: String,
    pub overlay: String,
    pub rules: Vec<FieldRule>,
    /// Evaluated over the merged record's fields (spec 032, 3.6.3).
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub present_when: Option<rustev_contract::grade::PresentWhen>,
}

#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub struct FieldRule {
    pub field: String,
    pub rule: MergeRule,
}

#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
#[serde(rename_all = "snake_case", deny_unknown_fields)]
pub enum MergeRule {
    OverlayOnly,
    BaseOnly,
    OverlayElseBaseIfGradeAtLeast {
        grade: rustev_contract::grade::Grade,
    },
}

impl MergeRule {
    pub fn name(&self) -> &'static str {
        match self {
            MergeRule::OverlayOnly => "overlay_only",
            MergeRule::BaseOnly => "base_only",
            MergeRule::OverlayElseBaseIfGradeAtLeast { .. } => {
                "overlay_else_base_if_grade_at_least"
            }
        }
    }

    pub fn reads_base(&self) -> bool {
        !matches!(self, MergeRule::OverlayOnly)
    }

    pub fn reads_overlay(&self) -> bool {
        !matches!(self, MergeRule::BaseOnly)
    }
}

#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub struct CountWhere {
    pub list: String,
    pub predicate: Predicate,
}

#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub struct WindowFilter {
    pub list: String,
    pub field: String,
    pub within_ms: u64,
    pub predicate: Predicate,
}

#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
#[serde(rename_all = "snake_case")]
pub enum Which {
    Min,
    Max,
}

#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub struct Extremum {
    pub list: String,
    pub field: String,
    pub which: Which,
}

#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub struct TimestampDiff {
    pub later: Expr,
    pub earlier: Expr,
    pub unit_ms: u64,
}

#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub struct Compare {
    pub predicate: Predicate,
}

#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub struct Arith {
    pub expr: Expr,
}

#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub struct FxConvert {
    pub amount: Expr,
    pub from: Expr,
    pub to: Expr,
    pub rates: String,
    pub scale: u32,
}

#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub struct MemberOf {
    pub value: Expr,
    pub set: Vec<Literal>,
}

#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub struct FieldPresence {
    /// `input:<name>` references, in the order they are reported.
    pub inputs: Vec<String>,
}

#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub struct NamedRule {
    pub name: String,
    pub predicate: Predicate,
}

#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub struct FilterWithReasons {
    pub list: String,
    pub id_field: String,
    pub rules: Vec<NamedRule>,
}

#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
#[serde(rename_all = "snake_case")]
pub enum Direction {
    Ascending,
    Descending,
}

#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub struct TopK {
    pub list: String,
    pub id_field: String,
    /// `step:<id>` of a filter result; only its eligible ids are ranked.
    pub among: String,
    pub key: Expr,
    pub direction: Direction,
    pub k: u64,
}

#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub struct WeightTable {
    /// `input:<name>`: a list of records.
    pub list: String,
    pub key_field: String,
    pub class_field: String,
    pub table: Vec<ClassWeight>,
}

#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub struct ClassWeight {
    pub class: String,
    pub weight: Decimal,
}

#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(rename_all = "snake_case", deny_unknown_fields)]
pub enum Source {
    /// Weighted mean of a two-index proposition's `true` mass over the other
    /// index, weights by class; zero items give 0.
    PropositionMean {
        step: String,
        candidate_bind: String,
        weights: WeightTable,
    },
    /// A one-index rubric's expectation divided by its highest level index.
    RubricExpectation { step: String },
    /// `1 - i / (n - 1)` over the candidate order; 1 when `n = 1`.
    ShortlistPosition,
}

#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub struct Component {
    pub name: String,
    pub weight: Decimal,
    pub source: Source,
}

#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub struct WeightedRank {
    /// `step:<id>` of a shortlist or filter result, in the order ranked.
    pub candidates: String,
    pub components: Vec<Component>,
}

/// Decoded operator arguments.
#[derive(Debug, Clone, PartialEq)]
pub enum OpArgs {
    CountWhere(CountWhere),
    WindowFilter(WindowFilter),
    Extremum(Extremum),
    TimestampDiff(TimestampDiff),
    Compare(Compare),
    Arith(Arith),
    FxConvert(FxConvert),
    MemberOf(MemberOf),
    FieldPresence(FieldPresence),
    FilterWithReasons(FilterWithReasons),
    TopK(TopK),
    WeightedRank(WeightedRank),
    JoinKeyed(JoinKeyed),
    MergeFields(MergeFields),
    ComposeKey(ComposeKey),
}

fn de<T: DeserializeOwned>(args: &Json) -> Result<T, String> {
    serde_json::from_value(args.clone()).map_err(|e| e.to_string())
}

impl OpArgs {
    /// Registry name and version.
    pub fn op(&self) -> (&'static str, u32) {
        match self {
            OpArgs::CountWhere(_) => ("count_where", 1),
            OpArgs::WindowFilter(_) => ("window_filter", 1),
            OpArgs::Extremum(_) => ("extremum", 1),
            OpArgs::TimestampDiff(_) => ("timestamp_diff", 1),
            OpArgs::Compare(_) => ("compare", 1),
            OpArgs::Arith(_) => ("arith", 1),
            OpArgs::FxConvert(_) => ("fx_convert", 1),
            OpArgs::MemberOf(_) => ("member_of", 1),
            OpArgs::FieldPresence(_) => ("field_presence", 1),
            OpArgs::FilterWithReasons(_) => ("filter_with_reasons", 1),
            OpArgs::TopK(_) => ("top_k", 1),
            OpArgs::WeightedRank(_) => ("weighted_rank", 1),
            OpArgs::JoinKeyed(_) => ("join_keyed", 1),
            OpArgs::MergeFields(_) => ("merge_fields", 1),
            OpArgs::ComposeKey(_) => ("compose_key", 1),
        }
    }

    /// The arguments as the definition document carries them.
    pub fn to_json(&self) -> Json {
        let v = match self {
            OpArgs::CountWhere(a) => serde_json::to_value(a),
            OpArgs::WindowFilter(a) => serde_json::to_value(a),
            OpArgs::Extremum(a) => serde_json::to_value(a),
            OpArgs::TimestampDiff(a) => serde_json::to_value(a),
            OpArgs::Compare(a) => serde_json::to_value(a),
            OpArgs::Arith(a) => serde_json::to_value(a),
            OpArgs::FxConvert(a) => serde_json::to_value(a),
            OpArgs::MemberOf(a) => serde_json::to_value(a),
            OpArgs::FieldPresence(a) => serde_json::to_value(a),
            OpArgs::FilterWithReasons(a) => serde_json::to_value(a),
            OpArgs::TopK(a) => serde_json::to_value(a),
            OpArgs::WeightedRank(a) => serde_json::to_value(a),
            OpArgs::JoinKeyed(a) => serde_json::to_value(a),
            OpArgs::MergeFields(a) => serde_json::to_value(a),
            OpArgs::ComposeKey(a) => serde_json::to_value(a),
        };
        // Every argument type serializes to a JSON object.
        v.unwrap_or(Json::Null)
    }
}

/// A field name an operator argument carries, which in version 2 is
/// non-empty and holds no '/', '.' or '*' (spec 032, 3.4.4).
fn plain_field_name(what: &str, name: &str) -> Result<(), String> {
    if name.is_empty() {
        return Err(format!("{what} is empty"));
    }
    if name.contains(['/', '.', '*']) {
        return Err(format!(
            "{what} {name:?} is not a field name: it holds '/', '.' or '*'"
        ));
    }
    Ok(())
}

/// Decode the arguments of a registered operator; `None` when `(op,
/// version)` is not registered (refusal category 2, not a parse failure).
pub fn decode(op: &str, version: u32, args: &Json) -> Option<Result<OpArgs, String>> {
    if !is_registered(op, version) {
        return None;
    }
    decode_any(op, args)
}

/// Decode the arguments of an operator of `rustev.exact/2`.
pub fn decode_v2(op: &str, version: u32, args: &Json) -> Option<Result<OpArgs, String>> {
    if !is_registered_v2(op, version) {
        return None;
    }
    match op {
        "compose_key" => Some(de(args).map(OpArgs::ComposeKey)),
        "join_keyed" => Some(de(args).map(OpArgs::JoinKeyed)),
        "merge_fields" => Some(de(args).map(OpArgs::MergeFields)),
        _ => decode_any(op, args),
    }
}

fn decode_any(op: &str, args: &Json) -> Option<Result<OpArgs, String>> {
    Some(match op {
        "count_where" => de(args).map(OpArgs::CountWhere),
        "window_filter" => de(args).map(OpArgs::WindowFilter),
        "extremum" => de(args).map(OpArgs::Extremum),
        "timestamp_diff" => de(args).map(OpArgs::TimestampDiff),
        "compare" => de(args).map(OpArgs::Compare),
        "arith" => de(args).map(OpArgs::Arith),
        "fx_convert" => de(args).map(OpArgs::FxConvert),
        "member_of" => de(args).map(OpArgs::MemberOf),
        "field_presence" => de(args).map(OpArgs::FieldPresence),
        "filter_with_reasons" => de(args).map(OpArgs::FilterWithReasons),
        "top_k" => de(args).map(OpArgs::TopK),
        _ => de(args).map(OpArgs::WeightedRank),
    })
}

fn has_fx_expr(e: &Expr) -> bool {
    match e {
        Expr::Fx { .. } => true,
        Expr::Ref(_) | Expr::Lit(_) => false,
        Expr::Add { left, right }
        | Expr::Sub { left, right }
        | Expr::Mul { left, right }
        | Expr::Div { left, right } => has_fx_expr(left) || has_fx_expr(right),
        Expr::Round { value, .. } | Expr::Len(value) | Expr::ToDecimal(value) => has_fx_expr(value),
        Expr::Graded { .. } => false,
    }
}

fn has_fx_pred(p: &Predicate) -> bool {
    match p {
        Predicate::Cmp { left, right, .. } => has_fx_expr(left) || has_fx_expr(right),
        Predicate::All(ps) | Predicate::Any(ps) => ps.iter().any(has_fx_pred),
        Predicate::Not(p) => has_fx_pred(p),
        Predicate::Member { value, .. } | Predicate::MemberRef { value, .. } => has_fx_expr(value),
        Predicate::Present(_) | Predicate::IsConstructed { .. } => false,
    }
}

/// Keep only `input:` and `step:` references (item references and `now` are
/// not dependencies).
fn deps_only(refs: Vec<String>) -> Vec<String> {
    let mut seen = BTreeSet::new();
    refs.into_iter()
        .filter(|r| r.starts_with("input:") || r.starts_with("step:"))
        .map(|r| crate::expr::base_ref(&r))
        .filter(|r| seen.insert(r.clone()))
        .collect()
}

impl OpArgs {
    /// References this step reads, in argument order (spec 002, 3.10.4).
    pub fn refs(&self) -> Vec<String> {
        let mut out = Vec::new();
        match self {
            OpArgs::ComposeKey(a) => {
                for p in &a.parts {
                    expr_refs(&p.value, &mut out);
                }
            }
            OpArgs::CountWhere(a) => {
                out.push(a.list.clone());
                predicate_refs(&a.predicate, &mut out);
            }
            OpArgs::WindowFilter(a) => {
                out.push(a.list.clone());
                predicate_refs(&a.predicate, &mut out);
            }
            OpArgs::Extremum(a) => out.push(a.list.clone()),
            OpArgs::TimestampDiff(a) => {
                expr_refs(&a.later, &mut out);
                expr_refs(&a.earlier, &mut out);
            }
            OpArgs::Compare(a) => predicate_refs(&a.predicate, &mut out),
            OpArgs::Arith(a) => expr_refs(&a.expr, &mut out),
            OpArgs::FxConvert(a) => {
                expr_refs(&a.amount, &mut out);
                expr_refs(&a.from, &mut out);
                expr_refs(&a.to, &mut out);
                out.push(a.rates.clone());
            }
            OpArgs::MemberOf(a) => expr_refs(&a.value, &mut out),
            OpArgs::FieldPresence(a) => out.extend(a.inputs.iter().cloned()),
            OpArgs::FilterWithReasons(a) => {
                out.push(a.list.clone());
                a.rules
                    .iter()
                    .for_each(|r| predicate_refs(&r.predicate, &mut out));
            }
            OpArgs::TopK(a) => {
                out.push(a.list.clone());
                out.push(a.among.clone());
                expr_refs(&a.key, &mut out);
            }
            OpArgs::WeightedRank(a) => {
                out.push(a.candidates.clone());
                for c in &a.components {
                    match &c.source {
                        Source::PropositionMean { step, weights, .. } => {
                            out.push(step.clone());
                            out.push(weights.list.clone());
                        }
                        Source::RubricExpectation { step } => out.push(step.clone()),
                        Source::ShortlistPosition => {}
                    }
                }
            }
            OpArgs::JoinKeyed(a) => {
                out.push(a.left.clone());
                out.push(a.right.clone());
            }
            OpArgs::MergeFields(a) => {
                out.push(a.base.clone());
                out.push(a.overlay.clone());
            }
        }
        deps_only(out)
    }

    /// Every raw reference string, including item references and `now`,
    /// for the structure phase.
    pub fn all_ref_strings(&self) -> Vec<String> {
        let mut out = Vec::new();
        match self {
            OpArgs::CountWhere(a) => {
                out.push(a.list.clone());
                predicate_refs(&a.predicate, &mut out);
            }
            OpArgs::WindowFilter(a) => {
                out.push(a.list.clone());
                predicate_refs(&a.predicate, &mut out);
            }
            OpArgs::FilterWithReasons(a) => {
                out.push(a.list.clone());
                a.rules
                    .iter()
                    .for_each(|r| predicate_refs(&r.predicate, &mut out));
            }
            OpArgs::TopK(a) => {
                out.push(a.list.clone());
                out.push(a.among.clone());
                expr_refs(&a.key, &mut out);
            }
            _ => out = self.refs(),
        }
        out
    }

    /// Whether the arguments use a predicate or reference form of
    /// `rustev.exact/2` (spec 032, 3.1.3).
    pub fn uses_v2(&self) -> bool {
        use crate::expr::{expr_uses_v2, predicate_uses_v2};
        match self {
            OpArgs::CountWhere(a) => predicate_uses_v2(&a.predicate),
            OpArgs::WindowFilter(a) => predicate_uses_v2(&a.predicate),
            OpArgs::Extremum(_) | OpArgs::FieldPresence(_) | OpArgs::WeightedRank(_) => false,
            OpArgs::JoinKeyed(_) | OpArgs::MergeFields(_) | OpArgs::ComposeKey(_) => true,
            OpArgs::TimestampDiff(a) => expr_uses_v2(&a.later) || expr_uses_v2(&a.earlier),
            OpArgs::Compare(a) => predicate_uses_v2(&a.predicate),
            OpArgs::Arith(a) => expr_uses_v2(&a.expr),
            OpArgs::FxConvert(a) => {
                expr_uses_v2(&a.amount) || expr_uses_v2(&a.from) || expr_uses_v2(&a.to)
            }
            OpArgs::MemberOf(a) => expr_uses_v2(&a.value),
            OpArgs::FilterWithReasons(a) => a.rules.iter().any(|r| predicate_uses_v2(&r.predicate)),
            OpArgs::TopK(a) => expr_uses_v2(&a.key),
        }
    }

    /// Structural checks (compile phase b).
    pub fn structure(&self) -> Result<(), String> {
        match self {
            OpArgs::ComposeKey(a) => {
                if !(2..=8).contains(&a.parts.len())
                    || ![":", "/", "|", "."].contains(&a.separator.as_str())
                {
                    return Err("compose_key needs 2..=8 parts and separator : / | .".into());
                }
                a.parts.iter().try_for_each(|p| expr_structure(&p.value))
            }
            OpArgs::CountWhere(a) => predicate_structure(&a.predicate),
            OpArgs::WindowFilter(a) => predicate_structure(&a.predicate),
            OpArgs::Extremum(_) => Ok(()),
            OpArgs::TimestampDiff(a) => {
                if a.unit_ms == 0 {
                    return Err("unit_ms must be positive".into());
                }
                expr_structure(&a.later)?;
                expr_structure(&a.earlier)
            }
            OpArgs::Compare(a) => predicate_structure(&a.predicate),
            OpArgs::Arith(a) => expr_structure(&a.expr),
            OpArgs::FxConvert(a) => {
                if a.scale > 9 {
                    return Err(format!("scale {} exceeds 9", a.scale));
                }
                expr_structure(&a.amount)
            }
            OpArgs::MemberOf(a) => {
                if a.set.is_empty() {
                    return Err("member set is empty".into());
                }
                expr_structure(&a.value)
            }
            OpArgs::FieldPresence(a) => {
                if a.inputs.is_empty() {
                    return Err("field_presence names no input".into());
                }
                a.inputs.iter().try_for_each(|r| match Ref::parse(r)? {
                    Ref::Input(_, p) if p.is_empty() => Ok(()),
                    _ => Err(format!("field_presence takes inputs, not {r:?}")),
                })
            }
            OpArgs::FilterWithReasons(a) => {
                let mut names = BTreeSet::new();
                for r in &a.rules {
                    if !names.insert(&r.name) {
                        return Err(format!("duplicate rule name {:?}", r.name));
                    }
                    predicate_structure(&r.predicate)?;
                }
                Ok(())
            }
            OpArgs::TopK(a) => {
                if a.k == 0 {
                    return Err("k must be positive".into());
                }
                expr_structure(&a.key)
            }
            OpArgs::WeightedRank(a) => {
                let mut names = BTreeSet::new();
                for c in &a.components {
                    if !names.insert(&c.name) {
                        return Err(format!("duplicate component {:?}", c.name));
                    }
                    if c.weight < Decimal::ZERO {
                        return Err(format!("negative weight for {:?}", c.name));
                    }
                }
                if a.components.is_empty() {
                    return Err("weighted_rank has no component".into());
                }
                Ok(())
            }
            OpArgs::JoinKeyed(a) => {
                if a.key.is_empty() {
                    return Err("join_keyed names no key".into());
                }
                plain_field_name("join_keyed key", &a.key)
            }
            OpArgs::MergeFields(a) => {
                let mut fields = BTreeSet::new();
                for r in &a.rules {
                    plain_field_name("merge rule field", &r.field)?;
                    if !fields.insert(&r.field) {
                        return Err(format!("merge rule names {:?} twice", r.field));
                    }
                }
                if let Some(p) = &a.present_when {
                    crate::quality::present_when_structure(p)?;
                }
                Ok(())
            }
        }
    }

    /// Reasons this operator itself can produce, beyond its dependencies'.
    pub fn own_reasons(&self) -> BTreeSet<ReasonKind> {
        let mut r = BTreeSet::new();
        let fx = match self {
            OpArgs::CountWhere(a) => has_fx_pred(&a.predicate),
            OpArgs::WindowFilter(a) => has_fx_pred(&a.predicate),
            OpArgs::Compare(a) => has_fx_pred(&a.predicate),
            OpArgs::Arith(a) => has_fx_expr(&a.expr),
            OpArgs::ComposeKey(a) => a.parts.iter().any(|p| has_fx_expr(&p.value)),
            OpArgs::MemberOf(a) => has_fx_expr(&a.value),
            OpArgs::FxConvert(_) => true,
            _ => false,
        };
        match self {
            OpArgs::Extremum(_)
            | OpArgs::FieldPresence(_)
            | OpArgs::WeightedRank(_)
            | OpArgs::MergeFields(_) => {}
            // `join_keyed@1` included: duplicate left ids are
            // `invalid_input` (spec 032, 3.5.3).
            _ => {
                r.insert(ReasonKind::InvalidInput);
            }
        }
        if fx {
            r.insert(ReasonKind::MissingEvidence);
            r.insert(ReasonKind::Conflict);
        }
        r
    }

    /// The output type, or a kind mismatch (compile phase e).
    pub fn type_check(&self, env: &TyEnv<'_>) -> Result<Ty, String> {
        match self {
            OpArgs::ComposeKey(a) => {
                for p in &a.parts {
                    if !matches!(
                        type_expr(&p.value, env)?,
                        Ty::Text { .. } | Ty::Integer | Ty::Enum(_)
                    ) {
                        return Err("compose_key parts must be text, integer or enum".into());
                    }
                }
                Ok(Ty::Text { max_bytes: 512 })
            }
            OpArgs::CountWhere(a) => {
                let item = list_item(&a.list, env)?;
                type_predicate(&a.predicate, &with_item(env, &item))?;
                Ok(Ty::Integer)
            }
            OpArgs::WindowFilter(a) => {
                let (item, max) = list_item_max(&a.list, env)?;
                match record_field(&item, &a.field)? {
                    Ty::Timestamp => {}
                    t => {
                        return Err(format!(
                            "window field {:?} is {}, not a timestamp",
                            a.field,
                            t.name()
                        ));
                    }
                }
                type_predicate(&a.predicate, &with_item(env, &item))?;
                Ok(Ty::List {
                    item: Box::new(item),
                    max,
                })
            }
            OpArgs::Extremum(a) => {
                let item = list_item(&a.list, env)?;
                let t = record_field(&item, &a.field)?;
                if !t.is_orderable() {
                    return Err(format!("{} has no order", t.name()));
                }
                Ok(Ty::Maybe(Box::new(t)))
            }
            OpArgs::TimestampDiff(a) => {
                let mut maybe = false;
                for e in [&a.later, &a.earlier] {
                    match type_expr(e, env)? {
                        Ty::Timestamp => {}
                        Ty::Maybe(t) if *t == Ty::Timestamp => maybe = true,
                        t => return Err(format!("timestamp_diff of {}", t.name())),
                    }
                }
                Ok(if maybe {
                    Ty::Maybe(Box::new(Ty::Integer))
                } else {
                    Ty::Integer
                })
            }
            OpArgs::Compare(a) => type_predicate(&a.predicate, env).map(|_| Ty::Bool),
            OpArgs::Arith(a) => match type_expr(&a.expr, env)? {
                t @ (Ty::Integer | Ty::Decimal) => Ok(t),
                t => Err(format!("arith yields {}, not a number", t.name())),
            },
            OpArgs::FxConvert(a) => {
                let e = Expr::Fx {
                    amount: Box::new(a.amount.clone()),
                    from: Box::new(a.from.clone()),
                    to: Box::new(a.to.clone()),
                    rates: a.rates.clone(),
                    scale: a.scale,
                };
                type_expr(&e, env)
            }
            OpArgs::MemberOf(a) => {
                let p = Predicate::Member {
                    value: a.value.clone(),
                    set: a.set.clone(),
                };
                type_predicate(&p, env).map(|_| Ty::Bool)
            }
            OpArgs::FieldPresence(a) => {
                let mut longest = 0u64;
                for r in &a.inputs {
                    let name = r.trim_start_matches("input:");
                    if !env.inputs.contains_key(name) {
                        return Err(format!("unknown input {name:?}"));
                    }
                    longest = longest.max(name.len() as u64);
                }
                Ok(Ty::List {
                    item: Box::new(Ty::Text { max_bytes: longest }),
                    max: a.inputs.len() as u64,
                })
            }
            OpArgs::FilterWithReasons(a) => {
                let (item, max) = list_item_max(&a.list, env)?;
                let id_bytes = id_field_bytes(&item, &a.id_field)?;
                let ienv = with_item(env, &item);
                for r in &a.rules {
                    type_predicate(&r.predicate, &ienv)?;
                }
                Ok(Ty::Filtered { max, id_bytes })
            }
            OpArgs::TopK(a) => {
                let (item, _) = list_item_max(&a.list, env)?;
                let id_bytes = id_field_bytes(&item, &a.id_field)?;
                let among_max = match ref_ty(&a.among, env)? {
                    Ty::Filtered { max, .. } => max,
                    t => return Err(format!("top_k among {}, not a filter result", t.name())),
                };
                let kt = type_expr(&a.key, &with_item(env, &item))?;
                if !kt.is_orderable() {
                    return Err(format!("top_k key is {}, which has no order", kt.name()));
                }
                Ok(Ty::Shortlist {
                    max: a.k.min(among_max),
                    id_bytes,
                })
            }
            OpArgs::WeightedRank(a) => {
                let max = match ref_ty(&a.candidates, env)? {
                    Ty::Shortlist { max, .. } | Ty::Filtered { max, .. } => max,
                    t => {
                        return Err(format!(
                            "weighted_rank over {}, not a shortlist or filter",
                            t.name()
                        ));
                    }
                };
                for c in &a.components {
                    match &c.source {
                        Source::PropositionMean {
                            step,
                            candidate_bind,
                            weights,
                        } => {
                            match semantic(step, env)? {
                                (k, binds)
                                    if k.has_mass()
                                        && binds.len() == 2
                                        && binds.contains(candidate_bind) => {}
                                (k, binds) => {
                                    return Err(format!(
                                        "{step} is {} over {} index(es); proposition_mean needs mass over two, one bound as {candidate_bind:?}",
                                        k.name(),
                                        binds.len()
                                    ));
                                }
                            }
                            let item = list_item(&weights.list, env)?;
                            id_field_bytes(&item, &weights.key_field)?;
                            id_field_bytes(&item, &weights.class_field)?;
                        }
                        Source::RubricExpectation { step } => match semantic(step, env)? {
                            (SemKind::Ordinal(_), binds) if binds.len() == 1 => {}
                            (k, _) => {
                                return Err(format!(
                                    "{step} is {}; rubric_expectation needs an ordinal level over one index",
                                    k.name()
                                ));
                            }
                        },
                        Source::ShortlistPosition => {}
                    }
                }
                Ok(Ty::Ranking { max })
            }
            OpArgs::JoinKeyed(a) => {
                let (item, max) = list_item_max(&a.left, env)?;
                let id_bytes = if a.key == "id" {
                    match &item {
                        Ty::Text { max_bytes } => *max_bytes,
                        Ty::Enum(o) => o.iter().map(|s| s.len() as u64).max().unwrap_or(0),
                        _ => id_field_bytes(&item, &a.key)?,
                    }
                } else {
                    id_field_bytes(&item, &a.key)?
                };
                match ref_ty(&a.right, env)? {
                    Ty::Map { value, .. } => Ok(Ty::Joined {
                        value,
                        max,
                        id_bytes,
                    }),
                    t => Err(format!("join_keyed right is {}, not a map", t.name())),
                }
            }
            OpArgs::MergeFields(a) => {
                let (base, overlay, list) = merge_sides(a, env)?;
                let mut out = Vec::new();
                for r in &a.rules {
                    let b = record_field(&base, &r.field).ok();
                    let o = record_field(&overlay, &r.field).ok();
                    let t = match (&r.rule, b, o) {
                        (MergeRule::OverlayOnly, _, Some(o)) => o,
                        (MergeRule::BaseOnly, Some(b), _) => b,
                        (MergeRule::OverlayElseBaseIfGradeAtLeast { .. }, Some(b), Some(o)) => {
                            if !unwrap_nullable(&b).same_shape(unwrap_nullable(&o)) {
                                return Err(format!(
                                    "field {:?} is {} in the base and {} in the overlay",
                                    r.field,
                                    unwrap_nullable(&b).name(),
                                    unwrap_nullable(&o).name()
                                ));
                            }
                            o
                        }
                        _ => return Err(format!("no side of {:?} carries it", r.field)),
                    };
                    // A merged field can be absent, so reading it yields its
                    // type or `missing_evidence`.
                    let t = match t {
                        Ty::Nullable(t) => Ty::Nullable(t),
                        t => Ty::Nullable(Box::new(t)),
                    };
                    out.push((r.field.clone(), t));
                }
                out.sort_by(|(a, _), (b, _)| a.cmp(b));
                // The output's presence predicate names only its own fields,
                // all nullable after merging (spec 032, 3.6.3 and 3.4.2).
                if let Some(p) = &a.present_when {
                    let mut named = Vec::new();
                    p.fields(&mut named);
                    if let Some(n) = named.iter().find(|n| !out.iter().any(|(f, _)| f == *n)) {
                        return Err(format!(
                            "present_when names {n:?}, which is not a merged field"
                        ));
                    }
                }
                let rec = Ty::Record(out);
                Ok(match list {
                    Some(max) => Ty::List {
                        item: Box::new(rec),
                        max,
                    },
                    None => rec,
                })
            }
        }
    }

    /// The category 11 refusals of `merge_fields@1` (spec 032, 3.6.1): a
    /// field of either side with no rule, or a rule naming a field missing
    /// from a side it reads.
    pub fn merge_rule_error(&self, env: &TyEnv<'_>) -> Option<String> {
        let OpArgs::MergeFields(a) = self else {
            return None;
        };
        let (base, overlay, _) = merge_sides(a, env).ok()?;
        let names = |t: &Ty| -> Vec<String> {
            match t {
                Ty::Record(f) => f.iter().map(|(n, _)| n.clone()).collect(),
                _ => vec![],
            }
        };
        let (bn, on) = (names(&base), names(&overlay));
        for r in &a.rules {
            if r.rule.reads_base() && !bn.contains(&r.field) {
                return Some(format!(
                    "{} reads {:?}, which the base record lacks",
                    r.rule.name(),
                    r.field
                ));
            }
            if r.rule.reads_overlay() && !on.contains(&r.field) {
                return Some(format!(
                    "{} reads {:?}, which the overlay record lacks",
                    r.rule.name(),
                    r.field
                ));
            }
        }
        // Every field of either side without a rule, each once, in name order.
        let missing: BTreeSet<&String> = bn
            .iter()
            .chain(on.iter())
            .filter(|f| !a.rules.iter().any(|r| &r.field == *f))
            .collect();
        (!missing.is_empty()).then(|| {
            let each: Vec<String> = missing
                .iter()
                .map(|f| format!("field {f:?} has no merge rule"))
                .collect();
            format!("{}, and there is no default", each.join("; "))
        })
    }
}

fn unwrap_nullable(t: &Ty) -> &Ty {
    match t {
        Ty::Nullable(t) => t,
        t => t,
    }
}

/// The base and overlay record types of a merge, and the list bound when
/// it merges per item.
fn merge_sides(a: &MergeFields, env: &TyEnv<'_>) -> Result<(Ty, Ty, Option<u64>), String> {
    match (ref_ty(&a.base, env)?, ref_ty(&a.overlay, env)?) {
        (b @ Ty::Record(_), o @ Ty::Record(_)) => Ok((b, o, None)),
        (Ty::List { item, max }, Ty::Joined { value, .. }) => match (*item, *value) {
            (b @ Ty::Record(_), o @ Ty::Record(_)) => Ok((b, o, Some(max))),
            _ => Err("a per-item merge joins records to records".into()),
        },
        (b, o) => Err(format!(
            "merge_fields takes two records, or a list of records and a join over it; got {} and {}",
            b.name(),
            o.name()
        )),
    }
}

fn semantic<'e>(r: &str, env: &'e TyEnv<'_>) -> Result<(SemKind, &'e Vec<String>), String> {
    match Ref::parse(r)? {
        Ref::Step(s) => match env.steps.get(&s) {
            Some(StepTy::Semantic(k, binds)) => Ok((*k, binds)),
            Some(StepTy::ModelRanking(_)) | Some(StepTy::Selection(_)) => {
                Err(format!("{r} is a distinct ranking value, not semantic"))
            }
            Some(StepTy::Exact(t)) => Err(format!("{r} is exact ({}), not semantic", t.name())),
            None => Err(format!("unknown step {s:?}")),
        },
        _ => Err(format!("{r} is not a step")),
    }
}

fn with_item<'a>(env: &TyEnv<'a>, item: &'a Ty) -> TyEnv<'a> {
    TyEnv {
        inputs: env.inputs,
        steps: env.steps,
        item: Some(item),
        v2: env.v2,
    }
}

fn list_item_max(r: &str, env: &TyEnv<'_>) -> Result<(Ty, u64), String> {
    match ref_ty(r, env)? {
        Ty::List { item, max } => Ok((*item, max)),
        // A join result's items, as per-item operators read them.
        Ty::Joined {
            value,
            max,
            id_bytes,
        } if env.v2 => Ok((Ty::join_item(&value, id_bytes), max)),
        t => Err(format!("{r} is {}, not a list", t.name())),
    }
}

fn list_item(r: &str, env: &TyEnv<'_>) -> Result<Ty, String> {
    list_item_max(r, env).map(|(t, _)| t)
}

fn record_field(item: &Ty, name: &str) -> Result<Ty, String> {
    match item {
        Ty::Record(fields) => fields
            .iter()
            .find(|(n, _)| n == name)
            .map(|(_, t)| t.clone())
            .ok_or_else(|| format!("no field {name:?}")),
        t => Err(format!("{} has no field {name:?}", t.name())),
    }
}

fn id_field_bytes(item: &Ty, name: &str) -> Result<u64, String> {
    match record_field(item, name)? {
        Ty::Text { max_bytes } => Ok(max_bytes),
        // A merged id can be absent; an item whose id cannot be read is
        // refused at evaluation as any item without an id.
        Ty::Nullable(t) if matches!(*t, Ty::Text { .. } | Ty::Enum(_)) => {
            id_field_bytes(&Ty::Record(vec![(name.to_string(), *t)]), name)
        }
        Ty::Enum(o) => Ok(o.iter().map(|s| s.len() as u64).max().unwrap_or(0)),
        t => Err(format!("id field {name:?} is {}, not text", t.name())),
    }
}

/// What an operator needs at evaluation time besides expression scope.
pub struct OpContext<'a> {
    pub scope: Scope<'a>,
    pub semantic: &'a BTreeMap<String, SemInstances>,
    /// Status of every declared input.
    pub inputs_status: &'a BTreeMap<String, Result<(), Unresolved>>,
    /// Input fields in this step's lineage, named by `invalid_input`.
    pub lineage_inputs: &'a [String],
    /// Each semantic step's fan-out binds, in instance-key order.
    pub binds: &'a BTreeMap<String, Vec<String>>,
}

fn fault(f: Fault, cx: &OpContext<'_>) -> Unresolved {
    match f {
        Fault::Invalid(d) => Unresolved::invalid(cx.lineage_inputs.iter().cloned(), d),
        Fault::Missing(m) => Unresolved::missing([m]),
        Fault::Conflict(c) => Unresolved::conflict([c]),
        Fault::Absent(p) => Unresolved::missing([p]),
    }
}

fn items(r: &str, cx: &OpContext<'_>) -> Result<Vec<Value>, Unresolved> {
    match eval_ref(r, &cx.scope) {
        // An operator that does not exclude absent items reads them as
        // missing evidence for their path (spec 032, 3.4.4).
        Ok(Value::List(v)) if cx.scope.v2 && v.iter().any(|i| matches!(i, Value::Absent(_))) => {
            Err(missing_items(r))
        }
        Ok(Value::Joined(entries)) if cx.scope.v2 => entries
            .iter()
            .map(|e| e.item().ok_or_else(|| missing_items(r)))
            .collect(),
        Ok(Value::List(v)) => Ok(v),
        Ok(_) => Err(Unresolved::invalid(
            cx.lineage_inputs.iter().cloned(),
            format!("{r} is not a list"),
        )),
        Err(f) => Err(fault(f, cx)),
    }
}

fn item_scope<'a>(cx: &'a OpContext<'a>, item: &'a Value) -> Scope<'a> {
    Scope {
        constructed: cx.scope.constructed,
        now: cx.scope.now,
        inputs: cx.scope.inputs,
        steps: cx.scope.steps,
        present: cx.scope.present,
        item: Some(item),
        v2: cx.scope.v2,
    }
}

fn get_field<'v>(item: &'v Value, name: &str) -> Option<&'v Value> {
    match item {
        Value::Record(m) => m.get(name),
        _ => None,
    }
}

fn id_of(item: &Value, id_field: &str) -> Option<String> {
    match get_field(item, id_field) {
        Some(Value::Text(s) | Value::Enum(s)) => Some(s.clone()),
        _ => None,
    }
}

/// Items with unique ids, or `invalid_input` on a duplicate or missing id.
fn keyed<'v>(
    list: &'v [Value],
    id_field: &str,
    cx: &OpContext<'_>,
) -> Result<Vec<(String, &'v Value)>, Unresolved> {
    let mut seen = BTreeSet::new();
    let mut out = Vec::with_capacity(list.len());
    for it in list {
        let id = id_of(it, id_field).ok_or_else(|| {
            Unresolved::invalid(
                cx.lineage_inputs.iter().cloned(),
                format!("item without {id_field:?}"),
            )
        })?;
        if !seen.insert(id.clone()) {
            return Err(Unresolved::invalid(
                cx.lineage_inputs.iter().cloned(),
                format!("duplicate id {id:?}"),
            ));
        }
        out.push((id, it));
    }
    Ok(out)
}

/// Missing evidence for the items of `r`, named as an input or step is
/// named in a missing reason: without its `input:` or `step:` kind.
fn missing_items(r: &str) -> Unresolved {
    let path = r.split_once(':').map_or(r, |(_, p)| p);
    Unresolved::missing([format!("{path}/*")])
}

/// A row a version 2 filter judges: an id and the item, or the reason it
/// is excluded before any rule.
type Row = (String, Result<Value, &'static str>);

/// The rows a version 2 filter judges (spec 032, 3.4.4 and 3.5.4). An
/// absent item has no readable id; it is named by its position.
fn rows_v2(list: &str, id_field: &str, cx: &OpContext<'_>) -> Result<Vec<Row>, Unresolved> {
    let invalid = |d: String| Unresolved::invalid(cx.lineage_inputs.iter().cloned(), d);
    let rows: Vec<(String, Result<Value, &'static str>)> =
        match eval_ref(list, &cx.scope).map_err(|f| fault(f, cx))? {
            Value::Joined(entries) => entries
                .iter()
                .map(|e| {
                    // `item` is `Some` exactly for a matched entry; the reason
                    // names why any other entry has none.
                    let row = e.item().ok_or(match &e.matched {
                        JoinMatch::MatchedAbsent(a) => a.reason.name(),
                        _ => "unmatched",
                    });
                    (e.id.clone(), row)
                })
                .collect(),
            Value::List(items) => items
                .iter()
                .enumerate()
                .map(|(i, it)| match it {
                    Value::Absent(a) => Ok((crate::grading::position_id(i), Err(a.reason.name()))),
                    it => id_of(it, id_field)
                        .map(|id| (id, Ok(it.clone())))
                        .ok_or_else(|| invalid(format!("item without {id_field:?}"))),
                })
                .collect::<Result<_, _>>()?,
            _ => return Err(invalid(format!("{list} is not a list"))),
        };
    let mut seen = BTreeSet::new();
    for (id, _) in &rows {
        if !seen.insert(id.clone()) {
            return Err(invalid(format!("duplicate id {id:?}")));
        }
    }
    Ok(rows)
}

/// `filter_with_reasons@1` in `rustev.exact/2`: absent and unmatched items
/// are excluded before the rules, and a rule reading an absent value or a
/// `null` field excludes the item `missing:<path>`.
fn filter_v2(a: &FilterWithReasons, cx: &OpContext<'_>) -> Result<Value, Unresolved> {
    let mut eligible = Vec::new();
    let mut excluded = Vec::new();
    let mut counts: BTreeMap<String, u64> = BTreeMap::new();
    for (id, row) in rows_v2(&a.list, &a.id_field, cx)? {
        let mut reasons: Vec<String> = Vec::new();
        match row {
            Err(r) => reasons.push(r.into()),
            Ok(item) => {
                let scope = item_scope(cx, &item);
                for r in &a.rules {
                    let reason = match eval_predicate(&r.predicate, &scope) {
                        Ok(true) => continue,
                        Ok(false) => r.name.clone(),
                        Err(Fault::Absent(p)) => format!("missing:{p}"),
                        Err(_) => format!("unevaluable:{}", r.name),
                    };
                    if !reasons.contains(&reason) {
                        reasons.push(reason);
                    }
                }
            }
        }
        if reasons.is_empty() {
            eligible.push(id);
        } else {
            for r in &reasons {
                *counts.entry(r.clone()).or_default() += 1;
            }
            excluded.push(Excluded { id, reasons });
        }
    }
    Ok(Value::Filtered(Filtered {
        eligible,
        excluded,
        counts,
    }))
}

/// `top_k@1` in `rustev.exact/2`: a key reading an absent value or a `null`
/// field excludes the item `missing:<path>`.
fn top_k_v2(a: &TopK, cx: &OpContext<'_>) -> Result<Value, Unresolved> {
    let f = |e: Fault| fault(e, cx);
    let rows = rows_v2(&a.list, &a.id_field, cx)?;
    let among: BTreeSet<String> = match eval_ref(&a.among, &cx.scope).map_err(f)? {
        Value::Filtered(fl) => fl.eligible.into_iter().collect(),
        _ => return Err(f(Fault::Invalid("top_k among a non-filter".into()))),
    };
    if let Some(missing) = among
        .iter()
        .find(|id| !rows.iter().any(|(k, r)| k == *id && r.is_ok()))
    {
        return Err(f(Fault::Invalid(format!(
            "eligible id {missing:?} is not in {}",
            a.list
        ))));
    }
    let mut scored = Vec::new();
    let mut excluded = Vec::new();
    for (id, row) in rows.into_iter().filter(|(id, _)| among.contains(id)) {
        let Ok(item) = row else { continue };
        match eval_expr(&a.key, &item_scope(cx, &item)) {
            Ok(v) => match order_key(&v) {
                Some(k) => scored.push((k, id)),
                None => excluded.push(Excluded {
                    id,
                    reasons: vec!["unevaluable:key".into()],
                }),
            },
            Err(Fault::Absent(p)) => excluded.push(Excluded {
                id,
                reasons: vec![format!("missing:{p}")],
            }),
            Err(_) => excluded.push(Excluded {
                id,
                reasons: vec!["unevaluable:key".into()],
            }),
        }
    }
    scored.sort_by(|(ka, ia), (kb, ib)| {
        let by_key = match a.direction {
            Direction::Ascending => ka.cmp(kb),
            Direction::Descending => kb.cmp(ka),
        };
        by_key.then_with(|| ia.as_bytes().cmp(ib.as_bytes()))
    });
    let k = usize::try_from(a.k).unwrap_or(usize::MAX);
    let truncated = scored.len().saturating_sub(k) as u64;
    let ids = scored.into_iter().take(k).map(|(_, id)| id).collect();
    Ok(Value::Shortlist(Shortlist {
        ids,
        truncated,
        excluded,
    }))
}

fn order_key(v: &Value) -> Option<(u8, i128)> {
    match v {
        Value::Integer(i) => Some((0, i128::from(*i))),
        Value::Decimal(d) => Some((1, d.units())),
        Value::Timestamp(t) => Some((2, i128::from(t.as_ms()))),
        Value::Duration(d) => Some((3, i128::from(d.0))),
        _ => None,
    }
}

impl OpArgs {
    /// Evaluate with every dependency resolved (the evaluator checks that
    /// first, except for `field_presence`, which reads statuses).
    pub fn eval(&self, cx: &OpContext<'_>) -> Result<Value, Unresolved> {
        let f = |e: Fault| fault(e, cx);
        match self {
            OpArgs::ComposeKey(a) => a.eval(&cx.scope).map_err(f),
            // Plan 3 evaluation is increment 3 of spec 032; `Evaluation::start`
            // refuses a plan 3 until then, so these are never reached.
            OpArgs::JoinKeyed(_) | OpArgs::MergeFields(_) => Err(Unresolved::Unsupported {
                capability: format!("{}@1 evaluation", self.op().0),
            }),
            OpArgs::CountWhere(a) => {
                let list = items(&a.list, cx)?;
                let mut n: i64 = 0;
                for it in &list {
                    if eval_predicate(&a.predicate, &item_scope(cx, it)).map_err(f)? {
                        n += 1;
                    }
                }
                Ok(Value::Integer(n))
            }
            OpArgs::WindowFilter(a) => {
                let list = items(&a.list, cx)?;
                let now = cx.scope.now;
                let floor = now
                    .as_ms()
                    .saturating_sub(i64::try_from(a.within_ms).unwrap_or(i64::MAX));
                let mut out = Vec::new();
                for it in list {
                    let Some(Value::Timestamp(t)) = get_field(&it, &a.field) else {
                        return Err(f(Fault::Invalid(format!(
                            "item without timestamp {:?}",
                            a.field
                        ))));
                    };
                    if *t > now {
                        return Err(f(Fault::Invalid(format!(
                            "{:?} is after the evaluation time",
                            a.field
                        ))));
                    }
                    if t.as_ms() >= floor
                        && eval_predicate(&a.predicate, &item_scope(cx, &it)).map_err(f)?
                    {
                        out.push(it);
                    }
                }
                Ok(Value::List(out))
            }
            OpArgs::Extremum(a) => {
                let list = items(&a.list, cx)?;
                let mut best: Option<&Value> = None;
                for it in &list {
                    let Some(v) = get_field(it, &a.field) else {
                        continue;
                    };
                    let better = match best {
                        None => true,
                        Some(b) => match a.which {
                            Which::Min => order_key(v) < order_key(b),
                            Which::Max => order_key(v) > order_key(b),
                        },
                    };
                    if better {
                        best = Some(v);
                    }
                }
                Ok(Value::Maybe(best.cloned().map(Box::new)))
            }
            OpArgs::TimestampDiff(a) => {
                let later = eval_expr(&a.later, &cx.scope).map_err(f)?;
                let earlier = eval_expr(&a.earlier, &cx.scope).map_err(f)?;
                // The result is `maybe` exactly when an operand's type is.
                let is_maybe =
                    matches!(later, Value::Maybe(_)) || matches!(earlier, Value::Maybe(_));
                let unwrap = |v: Value| match v {
                    Value::Timestamp(t) => Ok(Some(t)),
                    Value::Maybe(None) => Ok(None),
                    Value::Maybe(Some(b)) => match *b {
                        Value::Timestamp(t) => Ok(Some(t)),
                        _ => Err(Fault::Invalid("timestamp_diff of a non-timestamp".into())),
                    },
                    _ => Err(Fault::Invalid("timestamp_diff of a non-timestamp".into())),
                };
                match (unwrap(later).map_err(f)?, unwrap(earlier).map_err(f)?) {
                    (Some(l), Some(e)) => {
                        let d = l.since(e).map_err(|_| {
                            f(Fault::Invalid("negative timestamp difference".into()))
                        })?;
                        let q = i64::try_from(d.0 / a.unit_ms)
                            .map_err(|_| f(Fault::Invalid("overflow".into())))?;
                        Ok(if is_maybe {
                            Value::Maybe(Some(Box::new(Value::Integer(q))))
                        } else {
                            Value::Integer(q)
                        })
                    }
                    _ => Ok(Value::Maybe(None)),
                }
            }
            OpArgs::Compare(a) => eval_predicate(&a.predicate, &cx.scope)
                .map(Value::Bool)
                .map_err(f),
            OpArgs::Arith(a) => eval_expr(&a.expr, &cx.scope).map_err(f),
            OpArgs::FxConvert(a) => {
                let e = Expr::Fx {
                    amount: Box::new(a.amount.clone()),
                    from: Box::new(a.from.clone()),
                    to: Box::new(a.to.clone()),
                    rates: a.rates.clone(),
                    scale: a.scale,
                };
                eval_expr(&e, &cx.scope).map_err(f)
            }
            OpArgs::MemberOf(a) => {
                let v = eval_expr(&a.value, &cx.scope).map_err(f)?;
                Ok(Value::Bool(
                    a.set.iter().any(|l| Value::from_literal(l) == v),
                ))
            }
            OpArgs::FieldPresence(a) => {
                let mut missing = Vec::new();
                for r in &a.inputs {
                    let name = r.trim_start_matches("input:");
                    match cx.inputs_status.get(name) {
                        Some(Ok(())) => {}
                        Some(Err(Unresolved::MissingEvidence { .. })) | None => {
                            missing.push(Value::Text(name.to_string()))
                        }
                        Some(Err(other)) => return Err(other.clone()),
                    }
                }
                Ok(Value::List(missing))
            }
            OpArgs::FilterWithReasons(a) if cx.scope.v2 => filter_v2(a, cx),
            OpArgs::TopK(a) if cx.scope.v2 => top_k_v2(a, cx),
            OpArgs::FilterWithReasons(a) => {
                let list = items(&a.list, cx)?;
                let keyed = keyed(&list, &a.id_field, cx)?;
                let mut eligible = Vec::new();
                let mut excluded = Vec::new();
                let mut counts: BTreeMap<String, u64> = BTreeMap::new();
                for (id, it) in keyed {
                    let scope = item_scope(cx, it);
                    let mut reasons = Vec::new();
                    for r in &a.rules {
                        match eval_predicate(&r.predicate, &scope) {
                            Ok(true) => {}
                            Ok(false) => reasons.push(r.name.clone()),
                            Err(_) => reasons.push(format!("unevaluable:{}", r.name)),
                        }
                    }
                    if reasons.is_empty() {
                        eligible.push(id);
                    } else {
                        for r in &reasons {
                            *counts.entry(r.clone()).or_default() += 1;
                        }
                        excluded.push(Excluded { id, reasons });
                    }
                }
                Ok(Value::Filtered(Filtered {
                    eligible,
                    excluded,
                    counts,
                }))
            }
            OpArgs::TopK(a) => {
                let list = items(&a.list, cx)?;
                let keyed = keyed(&list, &a.id_field, cx)?;
                let among: BTreeSet<String> = match eval_ref(&a.among, &cx.scope).map_err(f)? {
                    Value::Filtered(fl) => fl.eligible.into_iter().collect(),
                    _ => return Err(f(Fault::Invalid("top_k among a non-filter".into()))),
                };
                if let Some(missing) = among.iter().find(|id| !keyed.iter().any(|(k, _)| k == *id))
                {
                    return Err(f(Fault::Invalid(format!(
                        "eligible id {missing:?} is not in {}",
                        a.list
                    ))));
                }
                let mut scored = Vec::new();
                let mut excluded = Vec::new();
                for (id, it) in keyed.into_iter().filter(|(id, _)| among.contains(id)) {
                    match eval_expr(&a.key, &item_scope(cx, it))
                        .ok()
                        .as_ref()
                        .and_then(order_key)
                    {
                        Some(k) => scored.push((k, id)),
                        None => excluded.push(Excluded {
                            id,
                            reasons: vec!["unevaluable:key".into()],
                        }),
                    }
                }
                scored.sort_by(|(ka, ia), (kb, ib)| {
                    let by_key = match a.direction {
                        Direction::Ascending => ka.cmp(kb),
                        Direction::Descending => kb.cmp(ka),
                    };
                    by_key.then_with(|| ia.as_bytes().cmp(ib.as_bytes()))
                });
                let k = usize::try_from(a.k).unwrap_or(usize::MAX);
                let truncated = scored.len().saturating_sub(k) as u64;
                let ids = scored.into_iter().take(k).map(|(_, id)| id).collect();
                Ok(Value::Shortlist(Shortlist {
                    ids,
                    truncated,
                    excluded,
                }))
            }
            OpArgs::WeightedRank(a) => weighted_rank(a, cx),
        }
    }
}

fn weights_by_key(
    w: &WeightTable,
    cx: &OpContext<'_>,
) -> Result<BTreeMap<String, Option<f64>>, Unresolved> {
    let list = items(&w.list, cx)?;
    let table: BTreeMap<&str, f64> = w
        .table
        .iter()
        .map(|c| (c.class.as_str(), c.weight.to_f64_nearest()))
        .collect();
    let mut out = BTreeMap::new();
    for it in &list {
        if let (Some(k), Some(c)) = (id_of(it, &w.key_field), id_of(it, &w.class_field)) {
            out.insert(k, table.get(c.as_str()).copied());
        }
    }
    Ok(out)
}

fn weighted_rank(a: &WeightedRank, cx: &OpContext<'_>) -> Result<Value, Unresolved> {
    let candidates: Vec<String> =
        match eval_ref(&a.candidates, &cx.scope).map_err(|e| fault(e, cx))? {
            v @ (Value::Shortlist(_) | Value::Filtered(_)) => v.ids().unwrap_or_default(),
            _ => {
                return Err(fault(
                    Fault::Invalid("weighted_rank over a non-shortlist".into()),
                    cx,
                ));
            }
        };
    let n = candidates.len();
    let mut entries: Vec<RankEntry> = Vec::new();
    let mut excluded: Vec<Excluded> = Vec::new();
    'candidate: for (i, c) in candidates.iter().enumerate() {
        let mut components = BTreeMap::new();
        let mut score = 0.0f64;
        for comp in &a.components {
            let value = match &comp.source {
                Source::ShortlistPosition => {
                    if n <= 1 {
                        1.0
                    } else {
                        1.0 - (i as f64) / ((n - 1) as f64)
                    }
                }
                Source::RubricExpectation { step } => {
                    let inst = semantic_of(step, cx)?;
                    match inst.get(std::slice::from_ref(c)) {
                        Some(Ok(SemValue::Ordinal(o))) => {
                            let top = (o.levels().len().saturating_sub(1)).max(1) as f64;
                            o.expectation() / top
                        }
                        Some(Err(u)) => {
                            excluded.push(Excluded {
                                id: c.clone(),
                                reasons: vec![format!("{}:{u}", comp.name)],
                            });
                            continue 'candidate;
                        }
                        _ => {
                            excluded.push(Excluded {
                                id: c.clone(),
                                reasons: vec![format!("{}:no value", comp.name)],
                            });
                            continue 'candidate;
                        }
                    }
                }
                Source::PropositionMean {
                    step,
                    candidate_bind,
                    weights,
                } => {
                    let inst = semantic_of(step, cx)?;
                    let pos = cx
                        .binds
                        .get(step_name(step))
                        .and_then(|b| b.iter().position(|b| b == candidate_bind))
                        .unwrap_or(0);
                    let other = 1 - pos.min(1);
                    let wmap = weights_by_key(weights, cx)?;
                    let (mut num, mut den) = (0.0f64, 0.0f64);
                    for (key, v) in inst.iter().filter(|(k, _)| k.get(pos) == Some(c)) {
                        let claim = key.get(other).cloned().unwrap_or_default();
                        let w = match wmap.get(&claim) {
                            Some(Some(w)) => *w,
                            _ => {
                                excluded.push(Excluded {
                                    id: c.clone(),
                                    reasons: vec![format!("{}:unweighted {claim}", comp.name)],
                                });
                                continue 'candidate;
                            }
                        };
                        match v {
                            Ok(sv) => match sv.mass("true") {
                                Some(p) => {
                                    num += w * p;
                                    den += w;
                                }
                                None => {
                                    excluded.push(Excluded {
                                        id: c.clone(),
                                        reasons: vec![format!("{}:no mass", comp.name)],
                                    });
                                    continue 'candidate;
                                }
                            },
                            Err(u) => {
                                excluded.push(Excluded {
                                    id: c.clone(),
                                    reasons: vec![format!("{}:{u}", comp.name)],
                                });
                                continue 'candidate;
                            }
                        }
                    }
                    if den > 0.0 { num / den } else { 0.0 }
                }
            };
            components.insert(comp.name.clone(), value);
            score += comp.weight.to_f64_nearest() * value;
        }
        entries.push(RankEntry {
            candidate: c.clone(),
            position: 0,
            score,
            components,
        });
    }
    entries.sort_by(|x, y| {
        y.score
            .total_cmp(&x.score)
            .then_with(|| x.candidate.as_bytes().cmp(y.candidate.as_bytes()))
    });
    for (i, e) in entries.iter_mut().enumerate() {
        e.position = i as u64 + 1;
    }
    Ok(Value::Ranking(Ranking { entries, excluded }))
}

fn step_name(r: &str) -> &str {
    r.strip_prefix("step:").unwrap_or(r)
}

fn semantic_of<'c>(r: &str, cx: &'c OpContext<'_>) -> Result<&'c SemInstances, Unresolved> {
    cx.semantic.get(step_name(r)).ok_or_else(|| {
        Unresolved::invalid(
            cx.lineage_inputs.iter().cloned(),
            format!("{r} has no value"),
        )
    })
}

#[cfg(test)]
mod tests {
    use super::*;
    use serde_json::json;

    #[test]
    fn joins_and_merges_are_only_in_registry_2() {
        for (op, v) in REGISTRY_V2_ADDS {
            assert!(!is_registered(op, *v), "{op} is not in rustev.exact/1");
            assert!(is_registered_v2(op, *v), "{op} is in rustev.exact/2");
            assert!(decode(op, *v, &json!({})).is_none());
        }
        assert!(REGISTRY.iter().all(|(op, v)| is_registered_v2(op, *v)));
        assert!(!is_registered_v2("join_keyed", 2));
    }

    #[test]
    fn a_merge_presence_predicate_names_merged_fields_only() {
        let nullable_decimal = Ty::Nullable(Box::new(Ty::Decimal));
        let inputs = BTreeMap::from([
            (
                "base".to_string(),
                Ty::Record(vec![
                    ("id".into(), Ty::Text { max_bytes: 8 }),
                    ("price".into(), nullable_decimal.clone()),
                ]),
            ),
            (
                "over".to_string(),
                Ty::Record(vec![("price".into(), nullable_decimal)]),
            ),
        ]);
        let steps = BTreeMap::new();
        let env = TyEnv {
            inputs: &inputs,
            steps: &steps,
            item: None,
            v2: true,
        };
        let merge = |present: &str| {
            decode_v2(
                "merge_fields",
                1,
                &json!({"base": "input:base", "overlay": "input:over", "rules": [
                    {"field": "id", "rule": "base_only"},
                    {"field": "price", "rule": "overlay_only"}],
                    "present_when": {"any_non_null": [present]}}),
            )
            .unwrap()
            .unwrap()
        };
        assert!(merge("price").type_check(&env).is_ok());
        // Every field without a rule is named, each once.
        let bare = decode_v2(
            "merge_fields",
            1,
            &json!({"base": "input:base", "overlay": "input:over", "rules": []}),
        )
        .unwrap()
        .unwrap();
        assert_eq!(
            bare.merge_rule_error(&env).as_deref(),
            Some(
                "field \"id\" has no merge rule; field \"price\" has no merge rule, \
                 and there is no default"
            )
        );
        let e = merge("total").type_check(&env).unwrap_err();
        assert!(e.contains("not a merged field"), "{e}");
    }

    #[test]
    fn a_join_key_is_a_plain_field_name() {
        let join = |key: &str| {
            decode_v2(
                "join_keyed",
                1,
                &json!({"left": "input:hotels", "key": key, "right": "input:quotes"}),
            )
            .unwrap()
            .unwrap()
        };
        assert!(join("id").structure().is_ok());
        for bad in ["", "price/net", "price.net", "*"] {
            assert!(join(bad).structure().is_err(), "{bad:?}");
        }
        let merge = |field: &str| {
            decode_v2(
                "merge_fields",
                1,
                &json!({"base": "input:base", "overlay": "input:over",
                    "rules": [{"field": field, "rule": "base_only"}]}),
            )
            .unwrap()
            .unwrap()
        };
        assert!(merge("id").structure().is_ok());
        for bad in ["", "price/net", "price.net", "*"] {
            assert!(merge(bad).structure().is_err(), "{bad:?}");
        }
    }

    #[test]
    fn registry_2_decodes_strictly() {
        assert!(matches!(
            decode_v2("join_keyed", 1, &json!({})),
            Some(Err(_))
        ));
        assert!(matches!(
            decode_v2("merge_fields", 1, &json!({"surprise": 1})),
            Some(Err(_))
        ));
        assert!(decode_v2("join_keyed", 2, &json!({})).is_none());
    }
}