ts-10-rule-engine
0.000
Challenge · difficulty 5/5
# Typed rule / query engine
Implement a file **`solution.ts`** that interprets a small, tree-shaped rule language
over plain records and uses it to filter collections of records.
## Types to export
```ts
export type Rule =
| { op: "and"; rules: Rule[] }
| { op: "or"; rules: Rule[] }
| { op: "not"; rule: Rule }
| { op: "eq" | "ne" | "lt" | "lte" | "gt" | "gte"; field: string; value: number | string }
| { op: "in"; field: string; values: Array<number | string> };
export class RuleError extends Error {}
export function evaluate(rule: Rule, record: Record<string, unknown>): boolean;
export function filter(
rule: Rule,
records: Array<Record<string, unknown>>,
): Array<Record<string, unknown>>;
```
## Semantics
`evaluate(rule, record)` returns a boolean by recursively interpreting `rule` against a
single `record`.
### Logical combinators
- `and`: true iff **every** sub-rule in `rules` is true. An empty `rules` array is
**true** (the identity of conjunction).
- `or`: true iff **any** sub-rule in `rules` is true. An empty `rules` array is
**false** (the identity of disjunction).
- `not`: the negation of its single child `rule`.
### Comparisons
Comparison ops look up `record[field]`. Let `fieldValue = record[field]`.
- `eq`: true iff `fieldValue === value`.
- `ne`: true iff `fieldValue !== value`.
- `lt` / `lte` / `gt` / `gte`: ordering comparisons. They are evaluated **only** when
`fieldValue` and `value` have the same comparable type:
- if **both** are numbers, compare numerically;
- if **both** are strings, compare lexicographically (with `<`, `<=`, `>`, `>=`);
- otherwise (the field is missing/`undefined`, or one side is a number and the other
a string, or the field holds some other type) the comparison is **`false`**. It does
**not** throw.
So `{ op: "gt", field: "age", value: 18 }` is `false` for a record with no `age`, and
also `false` if `age` is the string `"20"` (string vs number mismatch).
### Membership
- `in`: true iff `record[field]` is **strictly equal** (`===`) to at least one element
of `values`.
### Validation — when to throw `RuleError`
A rule node is invalid if it is not a well-formed member of the `Rule` union. Invalid
nodes must cause `evaluate` (and therefore `filter`) to throw a `RuleError` (not a plain
`Error`). In particular, throw `RuleError` when:
- `op` is missing or is not one of the known operators;
- `and` / `or` does not carry an array `rules`;
- `not` does not carry a child `rule` object;
- a comparison op (`eq`/`ne`/`lt`/`lte`/`gt`/`gte`) does not carry a string `field`, or
its `value` is neither a number nor a string;
- `in` does not carry a string `field` or an array `values`.
You may validate up front or lazily as you evaluate; either is fine, as long as invalid
rules raise `RuleError`.
## `filter`
`filter(rule, records)` returns a new array containing exactly the records for which
`evaluate(rule, record)` is `true`, **in their original order**. If `rule` is invalid it
propagates the `RuleError`.
## Worked example
```ts
const rule: Rule = {
op: "and",
rules: [
{ op: "gte", field: "age", value: 18 },
{
op: "or",
rules: [
{ op: "eq", field: "country", value: "US" },
{ op: "in", field: "country", values: ["CA", "MX"] },
],
},
{ op: "not", rule: { op: "eq", field: "banned", value: 1 } },
],
};
const people = [
{ name: "a", age: 25, country: "US", banned: 0 }, // kept
{ name: "b", age: 17, country: "US", banned: 0 }, // dropped: age < 18
{ name: "c", age: 40, country: "CA", banned: 1 }, // dropped: banned
{ name: "d", age: 30, country: "FR", banned: 0 }, // dropped: country
{ name: "e", age: 22, country: "MX", banned: 0 }, // kept
];
filter(rule, people); // -> [ {name:"a",...}, {name:"e",...} ]
```
Keep it fully typed: `solution.ts` must pass `tsc --noEmit` in strict mode. Do not use
`any` in the implementation; prefer `unknown` and narrow.
tests/solution.test.ts
import { test } from "node:test";
import { strict as assert } from "node:assert";
import { evaluate, filter, RuleError, type Rule } from "./solution.ts";
test("eq / ne on numbers and strings", () => {
assert.equal(evaluate({ op: "eq", field: "a", value: 1 }, { a: 1 }), true);
assert.equal(evaluate({ op: "eq", field: "a", value: 1 }, { a: 2 }), false);
assert.equal(evaluate({ op: "ne", field: "a", value: 1 }, { a: 2 }), true);
assert.equal(evaluate({ op: "eq", field: "s", value: "x" }, { s: "x" }), true);
assert.equal(evaluate({ op: "ne", field: "s", value: "x" }, { s: "y" }), true);
});
test("eq does not coerce types (number vs string)", () => {
assert.equal(evaluate({ op: "eq", field: "a", value: 1 }, { a: "1" }), false);
assert.equal(evaluate({ op: "ne", field: "a", value: 1 }, { a: "1" }), true);
});
test("numeric lt / lte / gt / gte", () => {
assert.equal(evaluate({ op: "lt", field: "n", value: 10 }, { n: 5 }), true);
assert.equal(evaluate({ op: "lt", field: "n", value: 10 }, { n: 10 }), false);
assert.equal(evaluate({ op: "lte", field: "n", value: 10 }, { n: 10 }), true);
assert.equal(evaluate({ op: "gt", field: "n", value: 10 }, { n: 11 }), true);
assert.equal(evaluate({ op: "gt", field: "n", value: 10 }, { n: 10 }), false);
assert.equal(evaluate({ op: "gte", field: "n", value: 10 }, { n: 10 }), true);
});
test("lexicographic string ordering", () => {
assert.equal(evaluate({ op: "lt", field: "s", value: "banana" }, { s: "apple" }), true);
assert.equal(evaluate({ op: "gt", field: "s", value: "apple" }, { s: "banana" }), true);
assert.equal(evaluate({ op: "gte", field: "s", value: "apple" }, { s: "apple" }), true);
assert.equal(evaluate({ op: "lte", field: "s", value: "apple" }, { s: "apple" }), true);
});
test("ordering with missing field is false", () => {
assert.equal(evaluate({ op: "gt", field: "age", value: 18 }, {}), false);
assert.equal(evaluate({ op: "lt", field: "age", value: 18 }, {}), false);
assert.equal(evaluate({ op: "lte", field: "age", value: 18 }, {}), false);
assert.equal(evaluate({ op: "gte", field: "age", value: 18 }, {}), false);
});
test("ordering with type mismatch is false (no throw)", () => {
// number value, string field
assert.equal(evaluate({ op: "gt", field: "age", value: 18 }, { age: "20" }), false);
// string value, number field
assert.equal(evaluate({ op: "lt", field: "age", value: "20" }, { age: 18 }), false);
// field holds a non-comparable type
assert.equal(evaluate({ op: "gt", field: "age", value: 1 }, { age: true }), false);
});
test("eq with missing field is false, ne is true", () => {
assert.equal(evaluate({ op: "eq", field: "x", value: 1 }, {}), false);
assert.equal(evaluate({ op: "ne", field: "x", value: 1 }, {}), true);
});
test("in membership", () => {
assert.equal(evaluate({ op: "in", field: "c", values: ["US", "CA"] }, { c: "CA" }), true);
assert.equal(evaluate({ op: "in", field: "c", values: ["US", "CA"] }, { c: "FR" }), false);
assert.equal(evaluate({ op: "in", field: "n", values: [1, 2, 3] }, { n: 2 }), true);
// strict equality: "1" is not 1
assert.equal(evaluate({ op: "in", field: "n", values: [1, 2, 3] }, { n: "1" }), false);
// empty values -> never matches
assert.equal(evaluate({ op: "in", field: "n", values: [] }, { n: 1 }), false);
});
test("not negates its child", () => {
assert.equal(evaluate({ op: "not", rule: { op: "eq", field: "a", value: 1 } }, { a: 1 }), false);
assert.equal(evaluate({ op: "not", rule: { op: "eq", field: "a", value: 1 } }, { a: 2 }), true);
});
test("empty and is true, empty or is false", () => {
assert.equal(evaluate({ op: "and", rules: [] }, {}), true);
assert.equal(evaluate({ op: "or", rules: [] }, {}), false);
});
test("and / or short-circuit semantics over multiple rules", () => {
const r: Rule = {
op: "and",
rules: [
{ op: "gte", field: "age", value: 18 },
{ op: "eq", field: "country", value: "US" },
],
};
assert.equal(evaluate(r, { age: 20, country: "US" }), true);
assert.equal(evaluate(r, { age: 17, country: "US" }), false);
assert.equal(evaluate(r, { age: 20, country: "FR" }), false);
const o: Rule = {
op: "or",
rules: [
{ op: "eq", field: "country", value: "US" },
{ op: "eq", field: "country", value: "CA" },
],
};
assert.equal(evaluate(o, { country: "CA" }), true);
assert.equal(evaluate(o, { country: "FR" }), false);
});
test("deeply nested and / or / not", () => {
const rule: Rule = {
op: "and",
rules: [
{ op: "gte", field: "age", value: 18 },
{
op: "or",
rules: [
{ op: "eq", field: "country", value: "US" },
{ op: "in", field: "country", values: ["CA", "MX"] },
],
},
{ op: "not", rule: { op: "eq", field: "banned", value: 1 } },
],
};
assert.equal(evaluate(rule, { age: 25, country: "US", banned: 0 }), true);
assert.equal(evaluate(rule, { age: 17, country: "US", banned: 0 }), false);
assert.equal(evaluate(rule, { age: 40, country: "CA", banned: 1 }), false);
assert.equal(evaluate(rule, { age: 30, country: "FR", banned: 0 }), false);
assert.equal(evaluate(rule, { age: 22, country: "MX", banned: 0 }), true);
});
test("filter keeps matching records in original order", () => {
const rule: Rule = {
op: "and",
rules: [
{ op: "gte", field: "age", value: 18 },
{
op: "or",
rules: [
{ op: "eq", field: "country", value: "US" },
{ op: "in", field: "country", values: ["CA", "MX"] },
],
},
{ op: "not", rule: { op: "eq", field: "banned", value: 1 } },
],
};
const people = [
{ name: "a", age: 25, country: "US", banned: 0 },
{ name: "b", age: 17, country: "US", banned: 0 },
{ name: "c", age: 40, country: "CA", banned: 1 },
{ name: "d", age: 30, country: "FR", banned: 0 },
{ name: "e", age: 22, country: "MX", banned: 0 },
];
assert.deepEqual(
filter(rule, people).map((r) => r["name"]),
["a", "e"],
);
});
test("filter with empty-and matches everything; empty-or matches nothing", () => {
const recs = [{ a: 1 }, { a: 2 }, { a: 3 }];
assert.deepEqual(filter({ op: "and", rules: [] }, recs), recs);
assert.deepEqual(filter({ op: "or", rules: [] }, recs), []);
});
test("RuleError thrown for an unknown op", () => {
assert.throws(() => evaluate({ op: "wat" } as unknown as Rule, {}), RuleError);
});
test("RuleError thrown for malformed and / not / comparison nodes", () => {
// and without an array rules
assert.throws(() => evaluate({ op: "and" } as unknown as Rule, {}), RuleError);
// not without a child rule
assert.throws(() => evaluate({ op: "not" } as unknown as Rule, {}), RuleError);
// comparison without a string field
assert.throws(() => evaluate({ op: "eq", value: 1 } as unknown as Rule, {}), RuleError);
// comparison with a non number/string value
assert.throws(
() => evaluate({ op: "gt", field: "a", value: true } as unknown as Rule, {}),
RuleError,
);
// in without an array values
assert.throws(() => evaluate({ op: "in", field: "a" } as unknown as Rule, {}), RuleError);
// missing op entirely
assert.throws(() => evaluate({} as unknown as Rule, {}), RuleError);
});
test("filter propagates RuleError from an invalid rule", () => {
assert.throws(() => filter({ op: "nope" } as unknown as Rule, [{ a: 1 }]), RuleError);
});
System prompt
You are an expert programmer. Solve the task exactly as specified. Output your solution as fenced code blocks using the required file name(s) and the exact function/type signatures requested. Prefer correctness; do not include prose outside code unless asked.Proposed solution
```ts
export type Rule =
| { op: "and"; rules: Rule[] }
| { op: "or"; rules: Rule[] }
| { op: "not"; rule: Rule }
| { op: "eq" | "ne" | "lt" | "lte" | "gt" | "gte"; field: string; value: number | string }
| { op: "in"; field: string; values: Array<number | string> };
export class RuleError extends Error {}
export function evaluate(rule: Rule, record: Record<string, unknown>): boolean;
export function filter(
rule: Rule,
records: Array<Record<string, unknown>>,
): Array<Record<string, unknown>>;
function evaluate(rule: Rule, record: Record<string, unknown>): boolean {
switch (rule.op) {
case "and":
return rule.rules.every(evaluate);
case "or":
return rule.rules.some(evaluate);
case "not":
return !evaluate(rule.rule, record);
case "eq":
case "ne":
case "lt":
case "lte":
case "gt":
case "gte":
const fieldValue = record[rule.field];
if (typeof fieldValue !== typeof rule.value) {
throw new RuleError("Type mismatch for comparison");
}
switch (rule.op) {
case "eq":
return fieldValue === rule.value;
case "ne":
return fieldValue !== rule.value;
case "lt":
return fieldValue < rule.value;
case "lte":
return fieldValue <= rule.value;
case "gt":
return fieldValue > rule.value;
case "gte":
return fieldValue >= rule.value;
}
default:
throw new RuleError("Unknown operator");
}
}
export function filter(
rule: Rule,
records: Array<Record<string, unknown>>,
): Array<Record<string, unknown>> {
const filteredRecords = [];
for (const record of records) {
try {
if (evaluate(rule, record)) {
filteredRecords.push(record);
}
} catch (error) {
if (error instanceof RuleError) {
throw error;
}
}
}
return filteredRecords;
}
```Test output (stdout)
TAP version 13
# /tmp/llmlab-ts-10-rule-engine-hqgbl3te/solution.test.ts:3
# import { evaluate, filter, RuleError, type Rule } from "./solution.ts";
# ^
# SyntaxError: The requested module './solution.ts' does not provide an export named 'evaluate'
# at \#asyncInstantiate (node:internal/modules/esm/module_job:327:21)
# at async ModuleJob.run (node:internal/modules/esm/module_job:431:5)
# at async node:internal/modules/esm/loader:633:26
# at async asyncRunEntryPointWithESMLoader (node:internal/modules/run_main:101:5)
# Node.js v24.16.0
# Subtest: solution.test.ts
not ok 1 - solution.test.ts
---
duration_ms: 68.345573
type: 'test'
location: '/tmp/llmlab-ts-10-rule-engine-hqgbl3te/solution.test.ts:1:1'
failureType: 'testCodeFailure'
exitCode: 1
signal: ~
error: 'test failed'
code: 'ERR_TEST_FAILURE'
...
1..1
# tests 1
# suites 0
# pass 0
# fail 1
# cancelled 0
# skipped 0
# todo 0
# duration_ms 72.245268
Self-repair attempts
[
{
"total": 1,
"answer": "```ts\nexport type Rule =\n | { op: \"and\"; rules: Rule[] }\n | { op: \"or\"; rules: Rule[] }\n | { op: \"not\"; rule: Rule }\n | { op: \"eq\" | \"ne\" | \"lt\" | \"lte\" | \"gt\" | \"gte\"; field: string; value: number | string }\n | { op: \"in\"; field: string; values: Array<number | string> };\n\nexport class RuleError extends Error {}\n\nexport function evaluate(rule: Rule, record: Record<string, unknown>): boolean;\n\nexport function filter(\n rule: Rule,\n records: Array<Record<string, unknown>>,\n): Array<Record<string, unknown>>;\n\nfunction evaluate(rule: Rule, record: Record<string, unknown>): boolean {\n switch (rule.op) {\n case \"and\":\n return rule.rules.every(evaluate);\n case \"or\":\n return rule.rules.some(evaluate);\n case \"not\":\n return !evaluate(rule.rule, record);\n case \"eq\":\n case \"ne\":\n case \"lt\":\n case \"lte\":\n case \"gt\":\n case \"gte\":\n const fieldValue = record[rule.field];\n if (typeof fieldValue !== typeof rule.value) {\n throw new RuleError(\"Type mismatch for comparison\");\n }\n switch (rule.op) {\n case \"eq\":\n return fieldValue === rule.value;\n case \"ne\":\n return fieldValue !== rule.value;\n case \"lt\":\n return fieldValue < rule.value;\n case \"lte\":\n return fieldValue <= rule.value;\n case \"gt\":\n return fieldValue > rule.value;\n case \"gte\":\n return fieldValue >= rule.value;\n }\n default:\n throw new RuleError(\"Unknown operator\");\n }\n}\n\nexport function filter(\n rule: Rule,\n records: Array<Record<string, unknown>>,\n): Array<Record<string, unknown>> {\n const filteredRecords = [];\n for (const record of records) {\n try {\n if (evaluate(rule, record)) {\n filteredRecords.push(record);\n }\n } catch (error) {\n if (error instanceof RuleError) {\n throw error;\n }\n }\n }\n return filteredRecords;\n}\n```",
"passed": 0,
"test_error": "TAP version 13\n# /tmp/llmlab-ts-10-rule-engine-hqgbl3te/solution.test.ts:3\n# import { evaluate, filter, RuleError, type Rule } from \"./solution.ts\";\n# ^\n# SyntaxError: The requested module './solution.ts' does not provide an export named 'evaluate'\n# at \\#asyncInstantiate (node:internal/modules/esm/module_job:327:21)\n# at async ModuleJob.run (node:internal/modules/esm/module_job:431:5)\n# at async node:internal/modules/esm/loader:633:26\n# at async asyncRunEntryPointWithESMLoader (node:internal/modules/run_main:101:5)\n# Node.js v24.16.0\n# Subtest: solution.test.ts\nnot ok 1 - solution.test.ts\n ---\n duration_ms: 68.345573\n type: 'test'\n location: '/tmp/llmlab-ts-10-rule-engine-hqgbl3te/solution.test.ts:1:1'\n failureType: 'testCodeFailure'\n exitCode: 1\n signal: ~\n error: 'test failed'\n code: 'ERR_TEST_FAILURE'\n ...\n1..1\n# tests 1\n# suites 0\n# pass 0\n# fail 1\n# cancelled 0\n# skipped 0\n# todo 0\n# duration_ms 72.245268"
},
{
"total": 1,
"answer": "```ts\nexport type Rule =\n | { op: \"and\"; rules: Rule[] }\n | { op: \"or\"; rules: Rule[] }\n | { op: \"not\"; rule: Rule }\n | { op: \"eq\" | \"ne\" | \"lt\" | \"lte\" | \"gt\" | \"gte\"; field: string; value: number | string }\n | { op: \"in\"; field: string; values: Array<number | string> };\n\nexport class RuleError extends Error {}\n\nexport function evaluate(rule: Rule, record: Record<string, unknown>): boolean;\n\nexport function filter(\n rule: Rule,\n records: Array<Record<string, unknown>>,\n): Array<Record<string, unknown>>;\n\nfunction evaluate(rule: Rule, record: Record<string, unknown>): boolean {\n switch (rule.op) {\n case \"and\":\n return rule.rules.every(evaluate);\n case \"or\":\n return rule.rules.some(evaluate);\n case \"not\":\n return !evaluate(rule.rule, record);\n case \"eq\":\n case \"ne\":\n case \"lt\":\n case \"lte\":\n case \"gt\":\n case \"gte\":\n const fieldValue = record[rule.field];\n if (fieldValue === undefined) {\n throw new RuleError(\"Field is missing or undefined\");\n }\n if (typeof fieldValue !== typeof rule.value) {\n throw new RuleError(\"Type mismatch for comparison\");\n }\n switch (rule.op) {\n case \"eq\":\n return fieldValue === rule.value;\n case \"ne\":\n return fieldValue !== rule.value;\n case \"lt\":\n return fieldValue < rule.value;\n case \"lte\":\n return fieldValue <= rule.value;\n case \"gt\":\n return fieldValue > rule.value;\n case \"gte\":\n return fieldValue >= rule.value;\n }\n default:\n throw new RuleError(\"Unknown operator\");\n }\n}\n\nexport function filter(\n rule: Rule,\n records: Array<Record<string, unknown>>,\n): Array<Record<string, unknown>> {\n const filteredRecords = [];\n for (const record of records) {\n try {\n if (evaluate(rule, record)) {\n filteredRecords.push(record);\n }\n } catch (error) {\n if (error instanceof RuleError) {\n throw error;\n }\n }\n }\n return filteredRecords;\n}\n```",
"passed": 0,
"test_error": "TAP version 13\n# /tmp/llmlab-ts-10-rule-engine-k1apo_n3/solution.test.ts:3\n# import { evaluate, filter, RuleError, type Rule } from \"./solution.ts\";\n# ^\n# SyntaxError: The requested module './solution.ts' does not provide an export named 'evaluate'\n# at \\#asyncInstantiate (node:internal/modules/esm/module_job:327:21)\n# at async ModuleJob.run (node:internal/modules/esm/module_job:431:5)\n# at async node:internal/modules/esm/loader:633:26\n# at async asyncRunEntryPointWithESMLoader (node:internal/modules/run_main:101:5)\n# Node.js v24.16.0\n# Subtest: solution.test.ts\nnot ok 1 - solution.test.ts\n ---\n duration_ms: 67.445983\n type: 'test'\n location: '/tmp/llmlab-ts-10-rule-engine-k1apo_n3/solution.test.ts:1:1'\n failureType: 'testCodeFailure'\n exitCode: 1\n signal: ~\n error: 'test failed'\n code: 'ERR_TEST_FAILURE'\n ...\n1..1\n# tests 1\n# suites 0\n# pass 0\n# fail 1\n# cancelled 0\n# skipped 0\n# todo 0\n# duration_ms 71.532329"
},
{
"total": 1,
"answer": "```ts\nexport type Rule =\n | { op: \"and\"; rules: Rule[] }\n | { op: \"or\"; rules: Rule[] }\n | { op: \"not\"; rule: Rule }\n | { op: \"eq\" | \"ne\" | \"lt\" | \"lte\" | \"gt\" | \"gte\"; field: string; value: number | string }\n | { op: \"in\"; field: string; values: Array<number | string> };\n\nexport class RuleError extends Error {}\n\nexport function evaluate(rule: Rule, record: Record<string, unknown>): boolean;\n\nexport function filter(\n rule: Rule,\n records: Array<Record<string, unknown>>,\n): Array<Record<string, unknown>>;\n\nfunction evaluate(rule: Rule, record: Record<string, unknown>): boolean {\n switch (rule.op) {\n case \"and\":\n return rule.rules.every(evaluate);\n case \"or\":\n return rule.rules.some(evaluate);\n case \"not\":\n return !evaluate(rule.rule, record);\n case \"eq\":\n case \"ne\":\n case \"lt\":\n case \"lte\":\n case \"gt\":\n case \"gte\":\n const fieldValue = record[rule.field];\n if (fieldValue === undefined) {\n throw new RuleError(\"Field is missing or undefined\");\n }\n if (typeof fieldValue !== typeof rule.value) {\n throw new RuleError(\"Type mismatch for comparison\");\n }\n switch (rule.op) {\n case \"eq\":\n return fieldValue === rule.value;\n case \"ne\":\n return fieldValue !== rule.value;\n case \"lt\":\n return fieldValue < rule.value;\n case \"lte\":\n return fieldValue <= rule.value;\n case \"gt\":\n return fieldValue > rule.value;\n case \"gte\":\n return fieldValue >= rule.value;\n }\n default:\n throw new RuleError(\"Unknown operator\");\n }\n}\n\nexport function filter(\n rule: Rule,\n records: Array<Record<string, unknown>>,\n): Array<Record<string, unknown>> {\n const filteredRecords = [];\n for (const record of records) {\n try {\n if (evaluate(rule, record)) {\n filteredRecords.push(record);\n }\n } catch (error) {\n if (error instanceof RuleError) {\n throw error;\n }\n }\n }\n return filteredRecords;\n}\n```",
"passed": 0,
"test_error": ""
}
]