* feat: add QuickJS as alternative JS engine for flow expression evaluation Add rquickjs as an optional alternative to deno_core for evaluating JavaScript expressions in flow transformations. QuickJS offers ~8-16x faster startup times for simple expressions, making it ideal for evaluating many small expressions in flows. Key changes: - Add new `quickjs` feature flag for windmill-worker - Implement js_eval_quickjs.rs with true async Rust callbacks for variable(), resource(), and results.xxx access (no pre-fetching) - Share expression transformation logic (replace_with_await, replace_with_await_result) between both implementations - Add USE_QUICKJS_FOR_FLOW_EVAL env var to switch engines at runtime - When only quickjs feature is enabled (no deno_core), QuickJS is automatically used - Add comprehensive parity tests comparing QuickJS and deno_core output Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> * all * quickjs * quickjs * all * all * all --------- Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
371 lines
12 KiB
Markdown
371 lines
12 KiB
Markdown
# QuickJS Migration - Potential Breaking Changes Analysis
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## Summary
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This document details the comprehensive investigation into potential breaking changes when migrating flow expressions from Deno Core (V8) to QuickJS.
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## 1. Areas Already Tested (60+ Parity Tests)
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The following areas have comprehensive parity tests in `js_eval_parity_tests.rs`:
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- **Arithmetic operations**: +, -, *, /, %, **
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- **Comparison operators**: ===, !==, >, <, >=, <=, ==, !=
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- **Logical operators**: &&, ||, !, ??, ?.
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- **Bitwise operators**: &, |, ^, ~, <<, >>, >>>
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- **Object operations**: property access, spread, destructuring, Object.keys/values/entries
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- **Array operations**: map, filter, reduce, find, some, every, slice, flat, etc.
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- **String operations**: split, replace, includes, startsWith, trim, etc.
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- **Template literals**: ${} interpolation
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- **Optional chaining**: ?. for properties, methods, computed properties
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- **Nullish coalescing**: ??
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- **Try-catch blocks**
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- **Arrow functions**
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- **Destructuring**
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- **Date operations** (with fixed dates)
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- **JSON.parse/stringify**
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- **Math functions**
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- **Set and Map operations**
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- **Regular expressions** (basic patterns)
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- **flow_input, flow_env, previous_result access**
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- **Error extraction logic** (from parallel results)
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## 2. Potential Breaking Changes Identified
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### 2.1 Number Handling Edge Cases (MEDIUM RISK)
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**Implementation Difference:**
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```rust
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// QuickJS json_to_js:
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if i >= i32::MIN as i64 && i <= i32::MAX as i64 {
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Ok(Value::new_int(ctx.clone(), i as i32))
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} else {
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Ok(Value::new_float(ctx.clone(), i as f64))
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}
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```
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**Potential Issues:**
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- Numbers outside i32 range (-2147483648 to 2147483647) are stored as floats
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- Large integers (between i32::MAX and 2^53) might lose precision
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- **Timestamps** (e.g., 1704067200000) are typically in this range
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**Test Case Needed:**
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```javascript
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// Numbers just above i32::MAX
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2147483648 + 1 // i32::MAX + 2
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9007199254740991 - 1 // Near MAX_SAFE_INTEGER
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```
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### 2.2 Object Property Order (LOW RISK)
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**Implementation Difference:**
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- QuickJS: `obj.props::<String, Value>()` iteration order
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- V8: Guaranteed insertion order for string keys
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**Potential Impact:**
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- `Object.keys()`, `Object.values()`, `Object.entries()` order might differ
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- Object spread `{...obj}` order might differ
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**Mitigated by:**
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- JSON comparison in tests normalizes order
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- Most flow expressions don't depend on property order
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### 2.3 Missing Browser/Deno APIs (MEDIUM RISK)
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**APIs NOT available in QuickJS:**
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- `atob()` / `btoa()` - Base64 encoding/decoding
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- `TextEncoder` / `TextDecoder`
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- `fetch()` (not relevant for expressions)
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- `Blob`, `ArrayBuffer` (limited support)
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- `Intl.*` - Internationalization APIs
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- `console.log()` - No effect (not breaking, just no output)
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**Expressions that would break:**
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```javascript
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atob("SGVsbG8=") // Would throw: atob is not defined
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btoa("Hello") // Would throw: btoa is not defined
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new TextEncoder().encode("test") // Would throw
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"test".toLocaleUpperCase('tr-TR') // Might behave differently
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```
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### 2.4 Regular Expression Differences (LOW RISK)
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**QuickJS RegExp limitations:**
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- No `d` flag (indices)
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- No lookbehind assertions `(?<=...)` and `(?<!...)`
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- No named capture groups `(?<name>...)`
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**Expressions that might break:**
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```javascript
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"test123".match(/(?<=test)\d+/) // Lookbehind not supported
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/(?<name>\w+)/.exec("test")?.groups?.name // Named groups not supported
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```
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### 2.5 Prototype Method Availability (LOW RISK)
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**Methods that might differ:**
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- `Array.prototype.at()` - ES2022
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- `String.prototype.at()` - ES2022
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- `Object.hasOwn()` - ES2022
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- `String.prototype.replaceAll()` - ES2021
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**Test Case:**
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```javascript
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[1,2,3].at(-1) // Might not exist
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"hello".at(-1) // Might not exist
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```
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### 2.6 NaN/Infinity/Special Values (LOW RISK)
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**Implementation:**
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```rust
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// QuickJS js_to_json:
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if let Some(n) = serde_json::Number::from_f64(f) {
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return Ok(serde_json::Value::Number(n));
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} else {
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return Ok(serde_json::Value::Null); // NaN, Infinity -> null
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}
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```
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Both engines convert NaN/Infinity to null in JSON, so this is consistent.
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### 2.7 Fallback for Unsupported Types (LOW RISK)
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**QuickJS fallback:**
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```rust
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// Fallback
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Ok(serde_json::Value::String("[object]".to_string()))
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```
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Types that would trigger this:
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- Symbol
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- WeakMap/WeakRef
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- Generator objects
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- Custom objects with non-enumerable properties only
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### 2.8 Date Object Timezone Handling (MEDIUM RISK)
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**Potential Issue:**
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- `new Date()` without arguments uses system time
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- Timezone-dependent methods might vary
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**Safe patterns (already tested):**
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```javascript
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new Date('2024-01-15T00:00:00.000Z').getUTCFullYear() // OK - UTC methods
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Date.parse('2024-01-15T00:00:00.000Z') // OK - explicit timezone
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```
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**Risky patterns:**
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```javascript
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new Date().toLocaleDateString() // Timezone dependent
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new Date().getHours() // Timezone dependent
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```
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## 3. Edge Cases NOT Currently Tested
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### 3.1 Very Large Numbers
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```javascript
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9007199254740991 // MAX_SAFE_INTEGER
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9007199254740992 // MAX_SAFE_INTEGER + 1 (loses precision)
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2147483648 // i32::MAX + 1
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```
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### 3.2 Negative Zero
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```javascript
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-0 === 0 // true
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Object.is(-0, 0) // false
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1/-0 // -Infinity
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```
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### 3.3 Sparse Arrays
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```javascript
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const arr = [1, , 3] // Hole at index 1
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arr.map(x => x * 2) // Holes might be handled differently
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arr.filter(x => true) // Holes might be skipped or preserved
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```
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### 3.4 Unicode Edge Cases
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```javascript
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"🎉".length // 2 (surrogate pairs)
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"🎉".split('') // Might differ
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[..."🎉"] // Might differ
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"café" === "café" // NFC vs NFD normalization
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```
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### 3.5 Prototype Chain
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```javascript
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const obj = Object.create({ inherited: 1 });
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obj.own = 2;
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Object.keys(obj) // Should only return ['own']
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```
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### 3.6 Getter/Setter Properties
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```javascript
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const obj = {
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get prop() { return 42; },
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set prop(v) { }
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};
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obj.prop // Should return 42
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```
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### 3.7 Circular References
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```javascript
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const obj = { a: 1 };
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obj.self = obj;
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JSON.stringify(obj) // Should throw in both
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```
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### 3.8 Array-like Objects
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```javascript
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const arrayLike = { 0: 'a', 1: 'b', length: 2 };
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Array.from(arrayLike) // Should work in both
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```
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## 4. Recommended Additional Tests
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### High Priority (Add to parity tests):
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1. Large integers (i32 boundary, MAX_SAFE_INTEGER boundary)
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2. `Array.prototype.at()` and `String.prototype.at()`
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3. Sparse arrays with holes
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4. Emoji/surrogate pair handling
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5. Object property order verification
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### Medium Priority:
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1. Getter/setter access
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2. Prototype chain behavior
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3. Array-like object conversion
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4. Error message format differences
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### Low Priority (Unlikely to be used in expressions):
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1. WeakMap/WeakSet
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2. Generators
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3. Symbols
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4. Proxy edge cases
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## 5. Known Safe Patterns
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These patterns are safe to use and have been verified:
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- All arithmetic and comparison operators
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- All standard array methods (map, filter, reduce, etc.)
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- All standard string methods
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- Object spread and destructuring
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- Optional chaining and nullish coalescing
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- Template literals
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- Arrow functions
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- Try-catch blocks
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- `flow_input`, `flow_env`, `previous_result`, `results` access
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- JSON operations
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- Date operations with UTC methods
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- Regular expressions (basic patterns without lookbehind)
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## 6. Test Coverage Summary
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### Unit Parity Tests (114 tests in js_eval_parity_tests.rs)
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- Basic arithmetic, comparison, logical, and bitwise operators
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- Object operations: property access, spread, destructuring
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- Array operations: map, filter, reduce, find, some, every, slice, flat, etc.
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- String operations: all standard methods
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- Template literals with complex expressions
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- Optional chaining and nullish coalescing
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- Set and Map operations
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- JSON parse/stringify
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- Date operations with UTC methods
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- Error handling with try-catch
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- Large integer handling (i32 boundaries, timestamps, MAX_SAFE_INTEGER)
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- Unicode and special characters
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- Type coercion
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### Flow Engine Parity Tests (19 tests in flow_engine_parity.rs)
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All tests pass with both Deno Core and QuickJS:
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1. **Linear flow with input transforms** - `results.a.property` access
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2. **For-loop with complex iterator** - `results.a.users.filter(...)`
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3. **Branch conditions** - `results.a.status === 'premium' && results.a.score >= 90`
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4. **Previous result aggregation** - `previous_result.value`, `results.a.value + results.b.value`
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5. **Nested complexity** - Deep result access across loop iterations
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6. **Parallel for-loops** - Multiple concurrent iterations
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7. **Skip-if expressions** - Conditional step execution
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8. **Object transformations** - Complex data manipulation
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9. **Template literals** - `\`Status: ${results.a.status}\``
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10. **Optional chaining** - `results.a.user?.name`, `results.a?.missing?.value ?? 'default'`
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11. **Flow env access** - `flow_env.CONFIG.apiUrl`
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12. **Combined flow_input and flow_env**
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13. **Results optional chaining** - Deep optional chaining with results proxy
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14. **Large integers** - Timestamps, i32 boundaries through results
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15. **Unicode and emoji** - Strings with unicode through flow results
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16. **Complex array operations** - Sort, filter/map chains, reduce through results
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17. **Multiline expressions** - Multi-statement expressions with semicolons and return
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18. **Spread operators** - `{...results.a.config}`, `[...results.a.tags]`
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19. **Nested for-loop results access** - Accessing outer step results from inner loops
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## 7. Conclusion
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The QuickJS migration is **safe** for the vast majority of flow expressions. Comprehensive testing shows:
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- **133 total parity tests pass** (114 unit + 19 flow engine)
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- All tests pass with both Deno Core and QuickJS
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- No behavioral differences detected in production-like scenarios
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### ES2022+ Method Support (All SUPPORTED in both engines):
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Tested and verified to work identically:
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- `Array.prototype.at()` - ES2022 ✅
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- `String.prototype.at()` - ES2022 ✅
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- `Object.hasOwn()` - ES2022 ✅
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- `String.prototype.replaceAll()` - ES2021 ✅
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- `Array.prototype.findLast()` - ES2023 ✅
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- `Array.prototype.findLastIndex()` - ES2023 ✅
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- `Array.prototype.toSorted()` - ES2023 ✅
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- `Array.prototype.toReversed()` - ES2023 ✅
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- `Array.prototype.toSpliced()` - ES2023 ✅
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- `Array.prototype.with()` - ES2023 ✅
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- `Object.groupBy()` - ES2024 ✅
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### Regex Feature Support (All SUPPORTED in both engines):
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- Lookbehind assertions `(?<=...)` ✅
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- Negative lookbehind `(?<!...)` ✅
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- Named capture groups `(?<name>...)` ✅
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- `d` flag (indices) ✅
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### Browser API Parity (Both engines return undefined):
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These APIs are NOT available in either engine (consistent behavior):
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- `atob` / `btoa` - Both return `typeof === "undefined"` ✅
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- `TextEncoder` / `TextDecoder` - Both return `typeof === "undefined"` ✅
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- `URL` / `URLSearchParams` - Both return `typeof === "undefined"` ✅
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### BREAKING CHANGE IDENTIFIED:
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**Intl API** - ONLY breaking change found:
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- Deno Core: `typeof Intl === "object"` (available)
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- QuickJS: `typeof Intl === "undefined"` (NOT available)
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Expressions using these will FAIL with QuickJS:
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- `new Intl.NumberFormat('en-US').format(1234567.89)`
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- `new Intl.DateTimeFormat('en-US').format(new Date())`
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- `num.toLocaleString('de-DE')`
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- `date.toLocaleDateString('fr-FR')`
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**Mitigation**: Search production logs for `Intl` usage in flow expressions before migration.
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### Recommendations:
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1. ✅ Run the parity tests to verify current implementation (132 unit tests + 19 flow engine tests pass)
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2. ✅ Add tests for edge cases (large integers, optional chaining, spread, multiline)
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3. ✅ Test ES2022+ methods - All supported (Array.at, Object.hasOwn, etc.)
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4. ✅ Test regex features - All supported (lookbehind, named groups)
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5. ⚠️ **Search production for `Intl` usage** - Only confirmed breaking change
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6. Run `USE_QUICKJS_FOR_FLOW_EVAL=1` in staging before full production rollout
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7. Consider adding `Intl` polyfill to QuickJS if production usage is found
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### Commands to Run Tests:
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```bash
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# Run all parity tests (132 tests)
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cargo test --features deno_core,quickjs -p windmill-worker -- parity_
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# Run flow engine tests with both engines (19 tests)
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cargo test --features deno_core -p windmill --test flow_engine_parity
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USE_QUICKJS_FOR_FLOW_EVAL=1 cargo test --features deno_core,quickjs -p windmill --test flow_engine_parity
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```
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