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Ability to generate openai Json schema #25

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Oct 6, 2024
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76 changes: 61 additions & 15 deletions src/codecTools/toJsonSchema.ts
Original file line number Diff line number Diff line change
@@ -1,7 +1,7 @@
/* eslint-disable no-underscore-dangle */
/* eslint-disable @typescript-eslint/no-explicit-any */
import type { JSONSchema7 } from 'json-schema';
import * as t from 'io-ts';
import type { JSONSchema7 } from 'json-schema';

/**
* io-ts types compatible w/ JSON Schema
Expand All @@ -27,10 +27,15 @@ type MappableType =
* Convert an io-ts codec to a JSON Schema (v7)
* @param _type - an io-ts codec
* @param strict - whether to enable strict mode
* @param alwaysIncludeRequired - whether to always include required fields (OpenAI requires this)
* @returns a JSON schema object
* @see https://json-schema.org/understanding-json-schema/basics.html
*/
export const toJsonSchema = (_type: any, strict = false): JSONSchema7 => {
export const toJsonSchema = (
_type: any,
strict = false,
alwaysIncludeRequired = false,
): JSONSchema7 => {
const type = _type as MappableType;

if (type._tag === 'StringType') {
Expand All @@ -52,19 +57,45 @@ export const toJsonSchema = (_type: any, strict = false): JSONSchema7 => {
return { type: 'string', enum: Object.keys(type.keys) };
}
if (type._tag === 'UnionType') {
return { anyOf: type.types.map((t: any) => toJsonSchema(t, strict)) };
return {
anyOf: type.types.map((t: any) =>
toJsonSchema(t, strict, alwaysIncludeRequired),
),
};
}
if (type._tag === 'IntersectionType') {
return { allOf: type.types.map((t: any) => toJsonSchema(t, strict)) };
if (type._tag === 'IntersectionType' && !alwaysIncludeRequired) {
return {
allOf: type.types.map((t: any) =>
toJsonSchema(t, strict, alwaysIncludeRequired),
),
};
}
if (type._tag === 'IntersectionType' && alwaysIncludeRequired) {
const results = type.types.map((t: any) =>
toJsonSchema(t, strict, alwaysIncludeRequired),
);
if (!results.every((r: any) => r.type === 'object')) {
throw new Error('InterfaceType must have all children as type=object');
}
return {
type: 'object',
required: results.map((r: any) => r.required).flat(),
properties: results.reduce(
(acc: any, r: any) => ({ ...acc, ...r.properties }),
{} as any,
),
...(strict ? { additionalProperties: false } : {}),
};
}

if (type._tag === 'InterfaceType') {
return {
type: 'object',
required: Object.keys(type.props),
properties: Object.fromEntries(
Object.entries<t.Type<any>>(type.props).map(([key, subtype]) => [
key,
toJsonSchema(subtype, strict),
toJsonSchema(subtype, strict, alwaysIncludeRequired),
]),
),
...(strict ? { additionalProperties: false } : {}),
Expand All @@ -73,44 +104,59 @@ export const toJsonSchema = (_type: any, strict = false): JSONSchema7 => {
if (type._tag === 'DictionaryType') {
return {
type: 'object',
additionalProperties: toJsonSchema(type.codomain, strict),
additionalProperties: toJsonSchema(
type.codomain,
strict,
alwaysIncludeRequired,
),
};
}
if (type._tag === 'PartialType') {
return {
type: 'object',
...(alwaysIncludeRequired ? { required: Object.keys(type.props) } : {}),
properties: Object.fromEntries(
Object.entries<t.Type<any>>(type.props).map(([key, subtype]) => [
key,
toJsonSchema(subtype, strict),
]),
Object.entries<t.Type<any>>(type.props).map(([key, subtype]) => {
const result = toJsonSchema(subtype, strict, alwaysIncludeRequired);
return [
key,
alwaysIncludeRequired && result.type
? {
...result,
type: [result.type as any, 'null'],
}
: result,
];
}),
),
...(strict ? { additionalProperties: false } : {}),
};
}
if (type._tag === 'ArrayType') {
return {
type: 'array',
items: toJsonSchema(type.type, strict),
items: toJsonSchema(type.type, strict, alwaysIncludeRequired),
};
}
if (type._tag === 'TupleType') {
return {
type: 'array',
items: type.types.map((t: any) => toJsonSchema(t, strict)),
items: type.types.map((t: any) =>
toJsonSchema(t, strict, alwaysIncludeRequired),
),
};
}
if (type._tag === 'RefinementType') {
if (type.name === 'Int') {
return { type: 'integer' };
}
return {
...toJsonSchema(type.type, strict),
...toJsonSchema(type.type, strict, alwaysIncludeRequired),
description: `Predicate: ${type.predicate.name || type.name}`,
};
}
// could add more here for DateFromISOString, etc. etc.
return unhandledType(type);
return unhandledType(type as never);
};

// eslint-disable-next-line @typescript-eslint/explicit-function-return-type, @typescript-eslint/no-unused-vars
Expand Down
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