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maestro/web/src/matcher.ts
T

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TypeScript

export type CandidateKind = "session" | "command" | "directory";
export interface SessionCandidate {
kind: "session";
fields: {
name: string;
directory?: string;
command?: string;
tool?: string;
};
}
export interface CommandCandidate {
kind: "command";
fields: { label: string };
}
export interface DirectoryCandidate {
kind: "directory";
fields: { path: string };
}
export type MatchCandidate = SessionCandidate | CommandCandidate | DirectoryCandidate;
export type MatchFieldName = "name" | "directory" | "command" | "tool" | "label" | "path";
export type MatchRange = readonly [start: number, end: number];
export interface MatchResult<C extends MatchCandidate = MatchCandidate> {
candidate: C;
score: number;
field: MatchFieldName | undefined;
ranges: MatchRange[];
}
interface Field {
name: MatchFieldName;
text: string;
weight: number;
}
interface Embedding {
score: number;
positions: number[];
}
interface RankedResult<C extends MatchCandidate> extends MatchResult<C> {
matchedText: string;
inputIndex: number;
}
const KIND_ORDER: Record<CandidateKind, number> = {
session: 0,
command: 1,
directory: 2,
};
function fields(candidate: MatchCandidate): Field[] {
switch (candidate.kind) {
case "session": {
const values: Array<[MatchFieldName, string | undefined, number]> = [
["name", candidate.fields.name, 0],
["directory", candidate.fields.directory, -24],
["command", candidate.fields.command, -32],
["tool", candidate.fields.tool, -40],
];
return values.flatMap(([name, text, weight]) =>
text === undefined ? [] : [{ name, text, weight }],
);
}
case "command":
return [{ name: "label", text: candidate.fields.label, weight: 0 }];
case "directory":
return [{ name: "path", text: candidate.fields.path, weight: 0 }];
}
}
function normalizeQuery(query: string): string {
return query.toLowerCase().replace(/\s/g, "");
}
function boundaryBonus(text: string, position: number): number {
if (position === 0) return 18;
const previous = text[position - 1];
if ("/\\-_ .:".includes(previous)) return 16;
const current = text[position];
const isUppercase = current !== current.toLowerCase() && current === current.toUpperCase();
const previousIsLowercase =
previous !== previous.toUpperCase() && previous === previous.toLowerCase();
if (isUppercase && previousIsLowercase) return 12;
const isDigit = current >= "0" && current <= "9";
const previousIsDigit = previous >= "0" && previous <= "9";
if (isDigit && !previousIsDigit) return 12;
return 0;
}
function contribution(text: string, position: number, previousPosition: number): number {
const gap = position - previousPosition - 1;
return 16 + boundaryBonus(text, position) + (gap === 0 ? 8 : -Math.min(gap, 12));
}
function isBetterEmbedding(candidate: Embedding, incumbent: Embedding | undefined): boolean {
if (!incumbent || candidate.score !== incumbent.score) {
return !incumbent || candidate.score > incumbent.score;
}
for (let index = 0; index < candidate.positions.length; index++) {
if (candidate.positions[index] !== incumbent.positions[index]) {
return candidate.positions[index] < incumbent.positions[index];
}
}
return false;
}
function bestEmbedding(query: string, text: string): Embedding | undefined {
const lowerText = text.toLowerCase();
let previousStates = new Map<number, Embedding>();
for (let queryIndex = 0; queryIndex < query.length; queryIndex++) {
const states = new Map<number, Embedding>();
for (let position = 0; position < lowerText.length; position++) {
if (lowerText[position] !== query[queryIndex]) continue;
if (queryIndex === 0) {
states.set(position, {
score: contribution(text, position, -1),
positions: [position],
});
continue;
}
for (const [previousPosition, previous] of previousStates) {
if (previousPosition >= position) continue;
const candidate = {
score: previous.score + contribution(text, position, previousPosition),
positions: [...previous.positions, position],
};
if (isBetterEmbedding(candidate, states.get(position))) states.set(position, candidate);
}
}
if (states.size === 0) return undefined;
previousStates = states;
}
let best: Embedding | undefined;
for (const embedding of previousStates.values()) {
if (isBetterEmbedding(embedding, best)) best = embedding;
}
return best;
}
function toRanges(positions: number[]): MatchRange[] {
const ranges: MatchRange[] = [];
for (const position of positions) {
const previous = ranges[ranges.length - 1];
if (previous && previous[1] === position) {
ranges[ranges.length - 1] = [previous[0], position + 1];
} else {
ranges.push([position, position + 1]);
}
}
return ranges;
}
function compareByCodePoint(left: string, right: string): number {
const leftPoints = Array.from(left, (character) => character.codePointAt(0)!);
const rightPoints = Array.from(right, (character) => character.codePointAt(0)!);
const length = Math.min(leftPoints.length, rightPoints.length);
for (let index = 0; index < length; index++) {
if (leftPoints[index] !== rightPoints[index]) return leftPoints[index] - rightPoints[index];
}
return leftPoints.length - rightPoints.length;
}
export function matchAndRank<C extends MatchCandidate>(
query: string,
candidates: readonly C[],
): MatchResult<C>[] {
const normalizedQuery = normalizeQuery(query);
if (normalizedQuery === "") {
return candidates.map((candidate) => ({ candidate, score: 0, field: undefined, ranges: [] }));
}
const results: RankedResult<C>[] = [];
candidates.forEach((candidate, inputIndex) => {
let best:
| { field: Field; score: number; positions: number[] }
| undefined;
for (const field of fields(candidate)) {
const embedding = bestEmbedding(normalizedQuery, field.text);
if (!embedding) continue;
const compactText = field.text.toLowerCase().replace(/\s/g, "");
const adjustment =
compactText === normalizedQuery ? 64 : compactText.startsWith(normalizedQuery) ? 32 : 0;
const score = embedding.score + adjustment + field.weight;
if (!best || score > best.score) best = { field, score, positions: embedding.positions };
}
if (best) {
results.push({
candidate,
score: best.score,
field: best.field.name,
ranges: toRanges(best.positions),
matchedText: best.field.text,
inputIndex,
});
}
});
results.sort(
(left, right) =>
right.score - left.score ||
KIND_ORDER[left.candidate.kind] - KIND_ORDER[right.candidate.kind] ||
left.matchedText.length - right.matchedText.length ||
compareByCodePoint(left.matchedText, right.matchedText) ||
left.inputIndex - right.inputIndex,
);
return results.map(({ candidate, score, field, ranges }) => ({ candidate, score, field, ranges }));
}