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https://github.com/ggerganov/llama.cpp.git
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5517d6e692
* server : implement json-schema-to-grammar.mjs by follow python impl * server : add grammar support in chat.mjs * server : implement grammer param in the UI * server : generate .hpp * server : remove trailing whitespaces * server : generate .hpp * server : fix sort of prop pairs * server : optimize regex & iteration
113 lines
3.6 KiB
JavaScript
113 lines
3.6 KiB
JavaScript
const SPACE_RULE = '" "?';
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const PRIMITIVE_RULES = {
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boolean: '("true" | "false") space',
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number: '("-"? ([0-9] | [1-9] [0-9]*)) ("." [0-9]+)? ([eE] [-+]? [0-9]+)? space',
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integer: '("-"? ([0-9] | [1-9] [0-9]*)) space',
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string: ` "\\"" (
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[^"\\\\] |
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"\\\\" (["\\\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F])
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)* "\\"" space`,
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null: '"null" space',
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};
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const INVALID_RULE_CHARS_RE = /[^\dA-Za-z-]+/g;
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const GRAMMAR_LITERAL_ESCAPE_RE = /[\n\r"]/g;
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const GRAMMAR_LITERAL_ESCAPES = {'\r': '\\r', '\n': '\\n', '"': '\\"'};
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export class SchemaConverter {
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constructor(propOrder) {
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this._propOrder = propOrder || {};
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this._rules = new Map();
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this._rules.set('space', SPACE_RULE);
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}
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_formatLiteral(literal) {
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const escaped = JSON.stringify(literal).replace(
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GRAMMAR_LITERAL_ESCAPE_RE,
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m => GRAMMAR_LITERAL_ESCAPES[m]
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);
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return `"${escaped}"`;
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}
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_addRule(name, rule) {
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let escName = name.replace(INVALID_RULE_CHARS_RE, '-');
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let key = escName;
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if (this._rules.has(escName)) {
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if (this._rules.get(escName) === rule) {
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return key;
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}
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let i = 0;
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while (this._rules.has(`${escName}${i}`)) {
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i += 1;
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}
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key = `${escName}${i}`;
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}
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this._rules.set(key, rule);
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return key;
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}
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visit(schema, name) {
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const schemaType = schema.type;
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const ruleName = name || 'root';
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if (schema.oneOf || schema.anyOf) {
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const rule = (schema.oneOf || schema.anyOf).map((altSchema, i) =>
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this.visit(altSchema, `${name}${name ? "-" : ""}${i}`)
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).join(' | ');
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return this._addRule(ruleName, rule);
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} else if ('const' in schema) {
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return this._addRule(ruleName, this._formatLiteral(schema.const));
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} else if ('enum' in schema) {
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const rule = schema.enum.map(v => this._formatLiteral(v)).join(' | ');
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return this._addRule(ruleName, rule);
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} else if (schemaType === 'object' && 'properties' in schema) {
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// TODO: `required` keyword (from python implementation)
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const propOrder = this._propOrder;
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const propPairs = Object.entries(schema.properties).sort((a, b) => {
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// sort by position in prop_order (if specified) then by key
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const orderA = typeof propOrder[a[0]] === 'number' ? propOrder[a[0]] : Infinity;
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const orderB = typeof propOrder[b[0]] === 'number' ? propOrder[b[0]] : Infinity;
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return orderA - orderB || a[0].localeCompare(b[0]);
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});
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let rule = '"{" space';
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propPairs.forEach(([propName, propSchema], i) => {
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const propRuleName = this.visit(propSchema, `${name}${name ? "-" : ""}${propName}`);
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if (i > 0) {
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rule += ' "," space';
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}
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rule += ` ${this._formatLiteral(propName)} space ":" space ${propRuleName}`;
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});
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rule += ' "}" space';
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return this._addRule(ruleName, rule);
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} else if (schemaType === 'array' && 'items' in schema) {
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// TODO `prefixItems` keyword (from python implementation)
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const itemRuleName = this.visit(schema.items, `${name}${name ? "-" : ""}item`);
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const rule = `"[" space (${itemRuleName} ("," space ${itemRuleName})*)? "]" space`;
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return this._addRule(ruleName, rule);
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} else {
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if (!PRIMITIVE_RULES[schemaType]) {
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throw new Error(`Unrecognized schema: ${JSON.stringify(schema)}`);
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}
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return this._addRule(
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ruleName === 'root' ? 'root' : schemaType,
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PRIMITIVE_RULES[schemaType]
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);
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}
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}
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formatGrammar() {
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let grammar = '';
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this._rules.forEach((rule, name) => {
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grammar += `${name} ::= ${rule}\n`;
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});
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return grammar;
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}
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}
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