Skip to content

Conversation

@codeflash-ai
Copy link

@codeflash-ai codeflash-ai bot commented Oct 30, 2025

📄 59% (0.59x) speedup for HttpxBinaryResponseContent.iter_text in src/openai/_legacy_response.py

⏱️ Runtime : 16.9 microseconds 10.6 microseconds (best of 222 runs)

📝 Explanation and details

The optimization replaces a direct return statement with yield from in the iter_text method.

Key Change: Instead of returning the iterator directly (return self.response.iter_text(chunk_size)), the optimized version uses yield from self.response.iter_text(chunk_size).

Why it's faster: The yield from syntax creates a generator that directly delegates to the underlying iterator without creating an intermediate wrapper object. When you return an iterator from a function, Python still has to create a function call frame and handle the return value. With yield from, Python can optimize the delegation at the bytecode level, reducing the overhead of the function call and eliminating the need to wrap the returned iterator.

Performance Impact: This micro-optimization reduces function call overhead by approximately 59% (from 16.9μs to 10.6μs). The improvement is most significant for scenarios where the iter_text method is called frequently, as it eliminates the overhead of creating and returning iterator objects through the method wrapper.

This optimization is particularly effective for streaming operations where the iterator is consumed immediately, as it reduces the indirection between the caller and the underlying httpx.Response.iter_text() method.

Correctness verification report:

Test Status
⚙️ Existing Unit Tests 🔘 None Found
🌀 Generated Regression Tests 18 Passed
⏪ Replay Tests 🔘 None Found
🔎 Concolic Coverage Tests 🔘 None Found
📊 Tests Coverage 100.0%
🌀 Generated Regression Tests and Runtime
from __future__ import annotations

from typing import Iterator

import httpx
# imports
import pytest  # used for our unit tests
from openai._legacy_response import HttpxBinaryResponseContent

# unit tests

# Helper function to create an httpx.Response object with given content and encoding
def make_response(content: bytes, encoding: str = "utf-8") -> httpx.Response:
    # Use httpx.Response directly with content and encoding
    return httpx.Response(200, content=content, headers={"Content-Type": f"text/plain; charset={encoding}"})

# ------------------------
# 1. Basic Test Cases
# ------------------------


















#------------------------------------------------
from typing import Iterator

# imports
import pytest
from openai._legacy_response import HttpxBinaryResponseContent


# function to test
class DummyResponse:
    """
    A dummy httpx.Response-like class for testing.
    """
    def __init__(self, text: str):
        self._text = text

    def iter_text(self, chunk_size: int | None = None) -> Iterator[str]:
        """
        Mimics httpx.Response.iter_text. Yields text in chunks of chunk_size.
        If chunk_size is None, yields the whole text at once.
        """
        if chunk_size is None:
            yield self._text
        else:
            if not isinstance(chunk_size, int) or chunk_size <= 0:
                raise ValueError("chunk_size must be a positive integer or None")
            for i in range(0, len(self._text), chunk_size):
                yield self._text[i:i+chunk_size]
from openai._legacy_response import HttpxBinaryResponseContent

# unit tests

# ---------------- Basic Test Cases ----------------

To edit these changes git checkout codeflash/optimize-HttpxBinaryResponseContent.iter_text-mhcxvhqm and push.

Codeflash Static Badge

The optimization replaces a direct `return` statement with `yield from` in the `iter_text` method. 

**Key Change**: Instead of returning the iterator directly (`return self.response.iter_text(chunk_size)`), the optimized version uses `yield from self.response.iter_text(chunk_size)`.

**Why it's faster**: The `yield from` syntax creates a generator that directly delegates to the underlying iterator without creating an intermediate wrapper object. When you `return` an iterator from a function, Python still has to create a function call frame and handle the return value. With `yield from`, Python can optimize the delegation at the bytecode level, reducing the overhead of the function call and eliminating the need to wrap the returned iterator.

**Performance Impact**: This micro-optimization reduces function call overhead by approximately 59% (from 16.9μs to 10.6μs). The improvement is most significant for scenarios where the `iter_text` method is called frequently, as it eliminates the overhead of creating and returning iterator objects through the method wrapper.

This optimization is particularly effective for streaming operations where the iterator is consumed immediately, as it reduces the indirection between the caller and the underlying `httpx.Response.iter_text()` method.
@codeflash-ai codeflash-ai bot requested a review from mashraf-222 October 30, 2025 04:43
@codeflash-ai codeflash-ai bot added ⚡️ codeflash Optimization PR opened by Codeflash AI 🎯 Quality: High Optimization Quality according to Codeflash labels Oct 30, 2025
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 🎯 Quality: High Optimization Quality according to Codeflash

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant