Skip to content

Conversation

@codeflash-ai
Copy link

@codeflash-ai codeflash-ai bot commented Jun 15, 2024

📄 _sanitize_tag_value() in sentry_sdk/metrics.py

📈 Performance improved by 1,043% (10.43x faster)

⏱️ Runtime went down from 39.3 milliseconds to 3.44 milliseconds

Explanation and details

Sure, here is an optimized version of the given program.

The primary optimization here is to replace multiple successive invocations and the intermediate translation table setup with a chain of .replace() calls. This approach eliminates the need to first create a translation table and then translate all characters in one pass, thus reducing overhead and improving performance.

Correctness verification

The new optimized code was tested for correctness. The results are listed below.

🔘 (none found) − ⚙️ Existing Unit Tests

✅ 37 Passed − 🌀 Generated Regression Tests

(click to show generated tests)
# imports
import pytest  # used for our unit tests
from sentry_sdk.metrics import _sanitize_tag_value

# unit tests

# Basic Functionality
def test_single_special_characters():
    assert _sanitize_tag_value("hello\nworld") == "hello\\nworld"
    assert _sanitize_tag_value("hello\rworld") == "hello\\rworld"
    assert _sanitize_tag_value("hello\tworld") == "hello\\tworld"
    assert _sanitize_tag_value("hello\\world") == "hello\\\\world"
    assert _sanitize_tag_value("hello|world") == "hello\\u{7c}world"
    assert _sanitize_tag_value("hello,world") == "hello\\u{2c}world"

def test_multiple_special_characters():
    assert _sanitize_tag_value("hello\nworld\rtest") == "hello\\nworld\\rtest"
    assert _sanitize_tag_value("hello\tworld|test") == "hello\\tworld\\u{7c}test"
    assert _sanitize_tag_value("hello\\world,test") == "hello\\\\world\\u{2c}test"

# No Special Characters
def test_plain_text():
    assert _sanitize_tag_value("hello world") == "hello world"
    assert _sanitize_tag_value("simpletext") == "simpletext"

# Empty and Whitespace Strings
def test_empty_string():
    assert _sanitize_tag_value("") == ""

def test_whitespace_only():
    assert _sanitize_tag_value(" ") == " "
    assert _sanitize_tag_value("\t") == "\\t"
    assert _sanitize_tag_value("\n") == "\\n"
    assert _sanitize_tag_value("\r") == "\\r"

# Edge Cases
def test_special_characters_only():
    assert _sanitize_tag_value("\n") == "\\n"
    assert _sanitize_tag_value("\r") == "\\r"
    assert _sanitize_tag_value("\t") == "\\t"
    assert _sanitize_tag_value("\\") == "\\\\"
    assert _sanitize_tag_value("|") == "\\u{7c}"
    assert _sanitize_tag_value(",") == "\\u{2c}"

def test_combination_special_and_normal_characters():
    assert _sanitize_tag_value("\n\r\t\\|,normal") == "\\n\\r\\t\\\\\\u{7c}\\u{2c}normal"
    assert _sanitize_tag_value("normal\n\r\t\\|,") == "normal\\n\\r\\t\\\\\\u{7c}\\u{2c}"

# Large Input Strings
def test_long_string_without_special_characters():
    assert _sanitize_tag_value("a" * 1000) == "a" * 1000

def test_long_string_with_special_characters():
    assert _sanitize_tag_value("a\n" * 500) == "a\\n" * 500
    assert _sanitize_tag_value("a\r" * 500) == "a\\r" * 500
    assert _sanitize_tag_value("a\t" * 500) == "a\\t" * 500
    assert _sanitize_tag_value("a\\" * 500) == "a\\\\" * 500
    assert _sanitize_tag_value("a|" * 500) == "a\\u{7c}" * 500
    assert _sanitize_tag_value("a," * 500) == "a\\u{2c}" * 500

# Unicode and Non-ASCII Characters
def test_unicode_characters():
    assert _sanitize_tag_value("hello世界") == "hello世界"
    assert _sanitize_tag_value("你好\n世界") == "你好\\n世界"
    assert _sanitize_tag_value("こんにちは\r世界") == "こんにちは\\r世界"

# Combination of Different Scenarios
def test_mixed_content():
    assert _sanitize_tag_value("hello\nworld\twith\rvarious\\special|characters,") == "hello\\nworld\\twith\\rvarious\\\\special\\u{7c}characters\\u{2c}"
    assert _sanitize_tag_value("normal text\nwith\tsome special\rcharacters\\") == "normal text\\nwith\\tsome special\\rcharacters\\\\"

# Performance and Scalability
def test_very_large_input():
    assert _sanitize_tag_value("a\nb\rc\td\\e|f,g" * 10000) == ("a\\nb\\rc\\td\\\\e\\u{7c}f\\u{2c}g" * 10000)

# Non-String Input (to ensure type safety)
def test_non_string_input():
    with pytest.raises(TypeError):
        _sanitize_tag_value(None)
    with pytest.raises(TypeError):
        _sanitize_tag_value(12345)
    with pytest.raises(TypeError):
        _sanitize_tag_value([1, 2, 3])

🔘 (none found) − ⏪ Replay Tests

Sure, here is an optimized version of the given program.



The primary optimization here is to replace multiple successive invocations and the intermediate translation table setup with a chain of `.replace()` calls. This approach eliminates the need to first create a translation table and then translate all characters in one pass, thus reducing overhead and improving performance.
@codeflash-ai codeflash-ai bot added the ⚡️ codeflash Optimization PR opened by Codeflash AI label Jun 15, 2024
@codeflash-ai codeflash-ai bot requested a review from misrasaurabh1 June 15, 2024 00:26
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

⚡️ codeflash Optimization PR opened by Codeflash AI

Projects

None yet

Development

Successfully merging this pull request may close these issues.

0 participants