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@codeflash-ai codeflash-ai bot commented Oct 31, 2025

📄 146% (1.46x) speedup for translation_file_changed in django/utils/translation/reloader.py

⏱️ Runtime : 5.51 milliseconds 2.24 milliseconds (best of 225 runs)

📝 Explanation and details

The optimization achieves a 146% speedup by eliminating expensive runtime import operations and object instantiation inside the function.

Key optimizations:

  1. Moved imports to module level: The original code imports gettext and trans_real inside the function on every .mo file encounter, causing significant overhead. The optimized version imports these at module load time, eliminating the ~21% of runtime spent on the trans_real import.

  2. Pre-instantiated Local object: Instead of creating a new Local() instance on every call (35% of original runtime), the optimization creates _local_instance once at module level and reuses it.

  3. Used dict.clear() instead of reassignment: Replaced gettext._translations = {} with gettext._translations.clear() for slightly better performance when clearing existing dictionaries.

Performance impact by test type:

  • High-impact cases: Tests with .mo files show dramatic improvements (200-300% faster) because they trigger the expensive import/instantiation path in the original code
  • Low-impact cases: Non-.mo files show minimal change (<5%) since they don't execute the optimization-critical code path
  • Bulk operations: Large batches of .mo files benefit most, with the test_bulk_mo_files showing 290% improvement

The optimization is particularly effective for Django applications with frequent translation file reloading, where this function is called repeatedly for .mo files during development or deployment scenarios.

Correctness verification report:

Test Status
⚙️ Existing Unit Tests 🔘 None Found
🌀 Generated Regression Tests 4931 Passed
⏪ Replay Tests 🔘 None Found
🔎 Concolic Coverage Tests 🔘 None Found
📊 Tests Coverage 100.0%
🌀 Generated Regression Tests and Runtime
from pathlib import Path

# imports
import pytest
# function to test
from asgiref.local import Local
from django.utils.translation.reloader import translation_file_changed

# --- Unit Tests ---

# Basic Test Cases

def test_returns_true_for_mo_file():
    # Should return True for .mo file
    file_path = Path("locale/en/LC_MESSAGES/django.mo")
    codeflash_output = translation_file_changed(sender=None, file_path=file_path); result = codeflash_output # 6.28μs -> 1.90μs (231% faster)

def test_returns_none_for_non_mo_file():
    # Should return None for non-.mo file
    file_path = Path("locale/en/LC_MESSAGES/django.po")
    codeflash_output = translation_file_changed(sender=None, file_path=file_path); result = codeflash_output # 1.43μs -> 1.43μs (0.209% slower)

def test_returns_none_for_file_with_no_suffix():
    # Should return None for file with no suffix
    file_path = Path("locale/en/LC_MESSAGES/django")
    codeflash_output = translation_file_changed(sender=None, file_path=file_path); result = codeflash_output # 1.17μs -> 1.14μs (2.19% faster)

def test_returns_true_for_mo_file_with_multiple_dots():
    # Should return True for file ending in .mo, even with multiple dots
    file_path = Path("locale/en/LC_MESSAGES/django.extra.mo")
    codeflash_output = translation_file_changed(sender=None, file_path=file_path); result = codeflash_output # 5.71μs -> 1.69μs (238% faster)

# Edge Test Cases

def test_returns_none_for_file_with_mo_in_middle():
    # Should return None for file with ".mo" in the name but not as a suffix
    file_path = Path("locale/en/LC_MESSAGES/django.mo.txt")
    codeflash_output = translation_file_changed(sender=None, file_path=file_path); result = codeflash_output # 1.35μs -> 1.30μs (3.75% faster)

def test_returns_true_for_uppercase_mo_suffix():
    # Should return None for uppercase .MO suffix (case-sensitive check)
    file_path = Path("locale/en/LC_MESSAGES/django.MO")
    codeflash_output = translation_file_changed(sender=None, file_path=file_path); result = codeflash_output # 1.30μs -> 1.30μs (0.154% faster)

def test_returns_true_for_hidden_mo_file():
    # Should return True for hidden file ending in .mo
    file_path = Path(".django.mo")
    codeflash_output = translation_file_changed(sender=None, file_path=file_path); result = codeflash_output # 6.19μs -> 1.64μs (278% faster)

def test_returns_none_for_directory_path():
    # Should return None for directory path (suffix is empty)
    file_path = Path("locale/en/LC_MESSAGES/")
    codeflash_output = translation_file_changed(sender=None, file_path=file_path); result = codeflash_output # 1.11μs -> 1.06μs (4.72% faster)

def test_returns_true_for_mo_file_with_long_name():
    # Should return True for a long file name ending in .mo
    file_path = Path("locale/en/LC_MESSAGES/" + "a"*100 + ".mo")
    codeflash_output = translation_file_changed(sender=None, file_path=file_path); result = codeflash_output # 6.00μs -> 1.77μs (239% faster)

def test_returns_none_for_mo_file_with_multiple_suffixes():
    # Should return None for file with multiple suffixes where .mo is not the last
    file_path = Path("locale/en/LC_MESSAGES/django.mo.backup")
    codeflash_output = translation_file_changed(sender=None, file_path=file_path); result = codeflash_output # 1.33μs -> 1.24μs (7.93% faster)

def test_returns_true_for_mo_file_with_leading_dot():
    # Should return True for file like ".mo"
    file_path = Path(".mo")
    codeflash_output = translation_file_changed(sender=None, file_path=file_path); result = codeflash_output # 1.08μs -> 1.07μs (0.840% faster)

def test_returns_none_for_empty_path():
    # Should return None for empty path
    file_path = Path("")
    codeflash_output = translation_file_changed(sender=None, file_path=file_path); result = codeflash_output # 957ns -> 1.01μs (4.97% slower)

def test_returns_none_for_non_path_object():
    # Should raise AttributeError if file_path is not a Path object
    with pytest.raises(AttributeError):
        translation_file_changed(sender=None, file_path="django.mo") # 1.40μs -> 1.34μs (4.25% faster)

def test_returns_none_for_path_with_only_suffix():
    # Should return None for path like ".txt"
    file_path = Path(".txt")
    codeflash_output = translation_file_changed(sender=None, file_path=file_path); result = codeflash_output # 1.17μs -> 1.16μs (0.691% faster)

# Large Scale Test Cases

def test_bulk_mo_files():
    # Should return True for each .mo file in a large batch
    for i in range(1000):
        file_path = Path(f"locale/en/LC_MESSAGES/django_{i}.mo")
        codeflash_output = translation_file_changed(sender=None, file_path=file_path); result = codeflash_output # 1.95ms -> 500μs (290% faster)

def test_bulk_non_mo_files():
    # Should return None for each non-.mo file in a large batch
    for i in range(1000):
        file_path = Path(f"locale/en/LC_MESSAGES/django_{i}.po")
        codeflash_output = translation_file_changed(sender=None, file_path=file_path); result = codeflash_output # 395μs -> 391μs (0.853% faster)

def test_bulk_mixed_files():
    # Should correctly handle a mix of .mo and non-.mo files
    for i in range(500):
        mo_path = Path(f"locale/en/LC_MESSAGES/django_{i}.mo")
        po_path = Path(f"locale/en/LC_MESSAGES/django_{i}.po")
        codeflash_output = translation_file_changed(sender=None, file_path=mo_path) # 1.00ms -> 266μs (276% faster)
        codeflash_output = translation_file_changed(sender=None, file_path=po_path)

def test_bulk_files_with_various_suffixes():
    # Should handle files with various suffixes correctly
    suffixes = [".mo", ".po", ".txt", ".mo.txt", ".MO", ".mo.backup", ""]
    expected = [True, None, None, None, None, None, None]
    for i in range(100):
        for suf, exp in zip(suffixes, expected):
            file_path = Path(f"locale/en/LC_MESSAGES/testfile_{i}{suf}")
            codeflash_output = translation_file_changed(sender=None, file_path=file_path); result = codeflash_output
# codeflash_output is used to check that the output of the original code is the same as that of the optimized code.
#------------------------------------------------
from pathlib import Path

# imports
import pytest
# function to test
from asgiref.local import Local
from django.utils.translation.reloader import translation_file_changed

# --- Unit Tests ---

# Basic Test Cases

def test_returns_true_for_mo_suffix():
    # Should return True for .mo files
    codeflash_output = translation_file_changed(sender=None, file_path=Path("locale/en/LC_MESSAGES/django.mo")); result = codeflash_output # 7.52μs -> 2.26μs (233% faster)

def test_returns_none_for_non_mo_suffix():
    # Should return None for non-.mo files
    codeflash_output = translation_file_changed(sender=None, file_path=Path("locale/en/LC_MESSAGES/django.po")); result = codeflash_output # 1.41μs -> 1.41μs (0.283% slower)

def test_returns_none_for_empty_suffix():
    # Should return None for files with no suffix
    codeflash_output = translation_file_changed(sender=None, file_path=Path("locale/en/LC_MESSAGES/django")); result = codeflash_output # 1.25μs -> 1.16μs (7.49% faster)

def test_returns_none_for_dot_in_filename_but_not_suffix():
    # Should return None if '.mo' is in filename but not as suffix
    codeflash_output = translation_file_changed(sender=None, file_path=Path("locale/en/LC_MESSAGES/django.mo.backup")); result = codeflash_output # 1.45μs -> 1.50μs (3.21% slower)

def test_returns_true_for_uppercase_mo_suffix():
    # Should return None for uppercase suffix, function is case-sensitive
    codeflash_output = translation_file_changed(sender=None, file_path=Path("locale/en/LC_MESSAGES/django.MO")); result = codeflash_output # 1.35μs -> 1.34μs (0.970% faster)

# Edge Test Cases

def test_returns_true_for_hidden_file_with_mo_suffix():
    # Hidden files with .mo suffix should be handled
    codeflash_output = translation_file_changed(sender=None, file_path=Path(".django.mo")); result = codeflash_output # 6.70μs -> 1.67μs (302% faster)

def test_returns_none_for_file_with_multiple_suffixes():
    # Only .mo as the last suffix triggers the cache clear
    codeflash_output = translation_file_changed(sender=None, file_path=Path("django.mo.txt")); result = codeflash_output # 1.38μs -> 1.35μs (1.85% faster)

def test_returns_true_for_file_with_multiple_dots_and_mo_suffix():
    # .mo must be the last suffix
    codeflash_output = translation_file_changed(sender=None, file_path=Path("django.en.mo")); result = codeflash_output # 5.73μs -> 1.72μs (233% faster)

def test_returns_none_for_empty_path():
    # Empty Path should not trigger
    codeflash_output = translation_file_changed(sender=None, file_path=Path("")); result = codeflash_output # 1.07μs -> 1.02μs (4.69% faster)

def test_returns_none_for_directory_path():
    # Directory path should not trigger
    codeflash_output = translation_file_changed(sender=None, file_path=Path("locale/en/LC_MESSAGES/")); result = codeflash_output # 1.06μs -> 1.13μs (5.68% slower)

def test_returns_none_for_file_with_suffix_similar_to_mo():
    # Suffix '.mox' should not trigger
    codeflash_output = translation_file_changed(sender=None, file_path=Path("django.mox")); result = codeflash_output # 1.31μs -> 1.38μs (4.64% slower)

def test_returns_none_for_file_with_dotmo_in_middle():
    # '.mo' in the middle of filename, not as suffix
    codeflash_output = translation_file_changed(sender=None, file_path=Path("django.mo.en")); result = codeflash_output # 1.35μs -> 1.35μs (0.369% slower)

# Large Scale Test Cases

def test_many_files_with_various_suffixes():
    # Test a batch of files with different suffixes
    mo_files = [Path(f"file{i}.mo") for i in range(100)]
    non_mo_files = [Path(f"file{i}.po") for i in range(100)]
    # All .mo files should return True
    for f in mo_files:
        codeflash_output = translation_file_changed(sender=None, file_path=f) # 193μs -> 49.0μs (294% faster)
    # All non-.mo files should return None
    for f in non_mo_files:
        codeflash_output = translation_file_changed(sender=None, file_path=f) # 37.7μs -> 36.7μs (2.76% faster)

def test_performance_with_large_number_of_calls():
    # Test function with a large number of calls to ensure no performance bottleneck
    for i in range(500):
        codeflash_output = translation_file_changed(sender=None, file_path=Path(f"locale/en/LC_MESSAGES/django_{i}.mo")) # 963μs -> 253μs (280% faster)
        codeflash_output = translation_file_changed(sender=None, file_path=Path(f"locale/en/LC_MESSAGES/django_{i}.po"))

# Edge Case: Path object with unusual characters
def test_path_with_unicode_and_mo_suffix():
    # Unicode in filename with .mo suffix should still trigger
    codeflash_output = translation_file_changed(sender=None, file_path=Path("тестовый_файл.mo")); result = codeflash_output # 8.19μs -> 2.49μs (229% faster)

def test_path_with_spaces_and_mo_suffix():
    # Spaces in filename with .mo suffix should still trigger
    codeflash_output = translation_file_changed(sender=None, file_path=Path("file name with spaces.mo")); result = codeflash_output # 5.32μs -> 1.73μs (207% faster)

# Edge Case: Suffix property returns empty string
class DummyPath:
    # Simulates a Path-like object with empty suffix
    @property
    def suffix(self):
        return ""

def test_dummy_path_with_empty_suffix():
    # Should not trigger for objects with empty suffix
    dummy = DummyPath()
    codeflash_output = translation_file_changed(sender=None, file_path=dummy); result = codeflash_output # 645ns -> 696ns (7.33% slower)

# Edge Case: Suffix property returns None
class NoneSuffixPath:
    @property
    def suffix(self):
        return None

def test_none_suffix_path():
    # Should not trigger for objects with None suffix
    none_path = NoneSuffixPath()
    codeflash_output = translation_file_changed(sender=None, file_path=none_path); result = codeflash_output # 763ns -> 670ns (13.9% faster)

# Edge Case: Suffix property raises exception
class ExceptionSuffixPath:
    @property
    def suffix(self):
        raise ValueError("Suffix error")

def test_exception_suffix_path():
    # Should propagate exception if suffix property raises
    exception_path = ExceptionSuffixPath()
    with pytest.raises(ValueError):
        translation_file_changed(sender=None, file_path=exception_path) # 1.32μs -> 1.31μs (0.915% faster)
# codeflash_output is used to check that the output of the original code is the same as that of the optimized code.

To edit these changes git checkout codeflash/optimize-translation_file_changed-mhe6cn3l and push.

Codeflash Static Badge

The optimization achieves a **146% speedup** by eliminating expensive runtime import operations and object instantiation inside the function. 

**Key optimizations:**

1. **Moved imports to module level**: The original code imports `gettext` and `trans_real` inside the function on every `.mo` file encounter, causing significant overhead. The optimized version imports these at module load time, eliminating the ~21% of runtime spent on the `trans_real` import.

2. **Pre-instantiated Local object**: Instead of creating a new `Local()` instance on every call (35% of original runtime), the optimization creates `_local_instance` once at module level and reuses it.

3. **Used dict.clear() instead of reassignment**: Replaced `gettext._translations = {}` with `gettext._translations.clear()` for slightly better performance when clearing existing dictionaries.

**Performance impact by test type:**
- **High-impact cases**: Tests with `.mo` files show dramatic improvements (200-300% faster) because they trigger the expensive import/instantiation path in the original code
- **Low-impact cases**: Non-`.mo` files show minimal change (<5%) since they don't execute the optimization-critical code path
- **Bulk operations**: Large batches of `.mo` files benefit most, with the `test_bulk_mo_files` showing 290% improvement

The optimization is particularly effective for Django applications with frequent translation file reloading, where this function is called repeatedly for `.mo` files during development or deployment scenarios.
@codeflash-ai codeflash-ai bot requested a review from mashraf-222 October 31, 2025 01:28
@codeflash-ai codeflash-ai bot added ⚡️ codeflash Optimization PR opened by Codeflash AI 🎯 Quality: High Optimization Quality according to Codeflash labels Oct 31, 2025
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