⚡️ Speed up method StandaloneCallTransformer._parse_bracket_standalone_call by 147% in PR #1523 (feat/js-dot-call-instrumentation)#1526
Conversation
The optimized code achieves a **147% speedup** (2.47x faster) by fundamentally changing how the `_find_balanced_parens` method searches through JavaScript code to find matching parentheses. **Key Optimization: Regex-Based Scanning** The original code iterates through **every single character** in the string (20,283 iterations) to find quotes and parentheses. The optimized version uses a precompiled regex pattern (`self._special_re = re.compile(r'["\'`()]')`) to **jump directly between special characters**, reducing iterations from 20,283 to just 1,268 - a **94% reduction in loop iterations**. **Why This Is Faster** 1. **Compiled regex scanning**: The regex engine (implemented in C) can skip over irrelevant characters much faster than Python's character-by-character iteration 2. **Fewer comparisons**: Instead of checking `if char in quotes` on every character, the regex only returns when it finds a relevant character 3. **Reduced overhead**: The optimized loop executes 16x fewer times, eliminating 19,000+ Python bytecode interpretation cycles **Line Profiler Evidence** The `_find_balanced_parens` function shows dramatic improvement: - **Original**: 18.4ms total (20,321 loop iterations @ 182.7ns per hit on the while condition) - **Optimized**: 3.2ms total (1,305 loop iterations @ 194.2ns per hit) - **5.7x faster** for this function alone The while loop body itself drops from consuming 98.3% of function time (checking every character) to the regex search consuming just 22.7% (jumping between special characters). **Trade-offs** The regex approach adds small overhead for each `match.group()` and `match.start()` call (9.3% + 7.5% of optimized time), but this is vastly outweighed by eliminating 19,000 character checks. **Impact** Since `_parse_bracket_standalone_call` spends 98.6% of its time in `_find_balanced_parens`, this optimization cascades up the call stack. This makes the code particularly beneficial when parsing JavaScript files with deeply nested function calls or large argument lists where the parenthesis-matching logic is heavily exercised.
PR Review SummaryPrek Checks✅ All checks pass ( Mypy
Code ReviewThe optimization replaces character-by-character scanning in No critical issues found. The optimization is behaviorally equivalent to the original:
Test Coverage
Changed lines analysis:
The two uncovered lines are edge-case error-handling returns (malformed input). The core optimization logic is fully exercised by tests. Overall: No coverage regression. File meets the 75% threshold. Last updated: 2026-02-18 |
|
Closing stale bot PR. |
⚡️ This pull request contains optimizations for PR #1523
If you approve this dependent PR, these changes will be merged into the original PR branch
feat/js-dot-call-instrumentation.📄 147% (1.47x) speedup for
StandaloneCallTransformer._parse_bracket_standalone_callincodeflash/languages/javascript/instrument.py⏱️ Runtime :
1.72 milliseconds→697 microseconds(best of144runs)📝 Explanation and details
The optimized code achieves a 147% speedup (2.47x faster) by fundamentally changing how the
_find_balanced_parensmethod searches through JavaScript code to find matching parentheses.Key Optimization: Regex-Based Scanning
The original code iterates through every single character in the string (20,283 iterations) to find quotes and parentheses. The optimized version uses a precompiled regex pattern (
self._special_re = re.compile(r'["\'()]')`) to jump directly between special characters, reducing iterations from 20,283 to just 1,268 - a 94% reduction in loop iterations.Why This Is Faster
if char in quoteson every character, the regex only returns when it finds a relevant characterLine Profiler Evidence
The
_find_balanced_parensfunction shows dramatic improvement:The while loop body itself drops from consuming 98.3% of function time (checking every character) to the regex search consuming just 22.7% (jumping between special characters).
Trade-offs
The regex approach adds small overhead for each
match.group()andmatch.start()call (9.3% + 7.5% of optimized time), but this is vastly outweighed by eliminating 19,000 character checks.Impact
Since
_parse_bracket_standalone_callspends 98.6% of its time in_find_balanced_parens, this optimization cascades up the call stack. This makes the code particularly beneficial when parsing JavaScript files with deeply nested function calls or large argument lists where the parenthesis-matching logic is heavily exercised.✅ Correctness verification report:
🌀 Click to see Generated Regression Tests
To edit these changes
git checkout codeflash/optimize-pr1523-2026-02-18T13.11.30and push.