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@codeflash-ai codeflash-ai bot commented May 24, 2025

πŸ“„ 7% (0.07x) speedup for Renderer.ax_zoomable in plotly/matplotlylib/mplexporter/renderers/base.py

⏱️ Runtime : 412 microseconds β†’ 385 microseconds (best of 335 runs)

πŸ“ Explanation and details

Here's an optimized version of your program. Since the logic is simple and short, only minimal optimizations are possible.

  • Avoid the unnecessary bool() conversion: ax.get_navigate() already returns a Boolean.
  • Use early return for clarity and efficiency.

Optimized code.

There are no expensive operations to optimize further. The only meaningful improvement was to avoid unnecessary calls and keep logic concise.

βœ… Correctness verification report:

Test Status
βš™οΈ Existing Unit Tests πŸ”˜ None Found
πŸŒ€ Generated Regression Tests βœ… 3033 Passed
βͺ Replay Tests πŸ”˜ None Found
πŸ”Ž Concolic Coverage Tests πŸ”˜ None Found
πŸ“Š Tests Coverage 100.0%
πŸŒ€ Generated Regression Tests Details
import pytest  # used for our unit tests
from plotly.matplotlylib.mplexporter.renderers.base import Renderer


# Mock class to simulate matplotlib Axes behavior for testing
class MockAxes:
    def __init__(self, navigate=True):
        self._navigate = navigate
    def get_navigate(self):
        return self._navigate

# unit tests

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

def test_zoomable_true():
    """Test with an axes object that is zoomable (navigate=True)."""
    ax = MockAxes(navigate=True)
    codeflash_output = Renderer.ax_zoomable(ax)

def test_zoomable_false():
    """Test with an axes object that is not zoomable (navigate=False)."""
    ax = MockAxes(navigate=False)
    codeflash_output = Renderer.ax_zoomable(ax)

def test_zoomable_explicit_none():
    """Test with None as input (should return False)."""
    codeflash_output = Renderer.ax_zoomable(None)

def test_zoomable_explicit_false():
    """Test with False as input (should return False)."""
    codeflash_output = Renderer.ax_zoomable(False)

# -------------------------
# Edge Test Cases
# -------------------------

def test_zoomable_object_without_get_navigate():
    """Test with an object that does not have get_navigate method (should raise AttributeError)."""
    class NoNavigate:
        pass
    obj = NoNavigate()
    with pytest.raises(AttributeError):
        Renderer.ax_zoomable(obj)

def test_zoomable_object_with_get_navigate_none():
    """Test with an object whose get_navigate returns None (should return False)."""
    class AxWithNone:
        def get_navigate(self):
            return None
    ax = AxWithNone()
    codeflash_output = Renderer.ax_zoomable(ax)

def test_zoomable_object_with_get_navigate_nonbool():
    """Test with get_navigate returning non-bool values (should coerce to bool)."""
    class AxWithInt:
        def get_navigate(self):
            return 1  # truthy
    ax = AxWithInt()
    codeflash_output = Renderer.ax_zoomable(ax)

    class AxWithZero:
        def get_navigate(self):
            return 0  # falsy
    ax = AxWithZero()
    codeflash_output = Renderer.ax_zoomable(ax)

    class AxWithString:
        def get_navigate(self):
            return "yes"  # truthy
    ax = AxWithString()
    codeflash_output = Renderer.ax_zoomable(ax)

    class AxWithEmptyString:
        def get_navigate(self):
            return ""  # falsy
    ax = AxWithEmptyString()
    codeflash_output = Renderer.ax_zoomable(ax)

def test_zoomable_object_with_get_navigate_exception():
    """Test with get_navigate raising an exception (should propagate)."""
    class AxWithException:
        def get_navigate(self):
            raise RuntimeError("Navigation error")
    ax = AxWithException()
    with pytest.raises(RuntimeError):
        Renderer.ax_zoomable(ax)

def test_zoomable_object_with_get_navigate_callable():
    """Test with get_navigate returning a callable (should be True as non-None)."""
    class AxWithCallable:
        def get_navigate(self):
            return lambda: True
    ax = AxWithCallable()
    codeflash_output = Renderer.ax_zoomable(ax)

# -------------------------
# Large Scale Test Cases
# -------------------------

def test_zoomable_many_axes_true():
    """Test with a large number of zoomable axes (all should return True)."""
    axes = [MockAxes(navigate=True) for _ in range(500)]
    for ax in axes:
        codeflash_output = Renderer.ax_zoomable(ax)

def test_zoomable_many_axes_false():
    """Test with a large number of non-zoomable axes (all should return False)."""
    axes = [MockAxes(navigate=False) for _ in range(500)]
    for ax in axes:
        codeflash_output = Renderer.ax_zoomable(ax)



def test_zoomable_with_unusual_truthy_falsy():
    """Test with get_navigate returning unusual truthy/falsy values."""
    class AxWithList:
        def get_navigate(self):
            return [1]  # truthy
    ax = AxWithList()
    codeflash_output = Renderer.ax_zoomable(ax)

    class AxWithEmptyList:
        def get_navigate(self):
            return []  # falsy
    ax = AxWithEmptyList()
    codeflash_output = Renderer.ax_zoomable(ax)

def test_zoomable_with_inherited_get_navigate():
    """Test with an object inheriting get_navigate from a parent class."""
    class BaseAx:
        def get_navigate(self):
            return True
    class DerivedAx(BaseAx):
        pass
    ax = DerivedAx()
    codeflash_output = Renderer.ax_zoomable(ax)

def test_zoomable_with_property_get_navigate():
    """Test with get_navigate as a property."""
    class AxWithProperty:
        @property
        def get_navigate(self):
            return lambda: True  # property returns a callable, which is truthy
    ax = AxWithProperty()
    # Calling ax.get_navigate() returns a callable, which is truthy
    codeflash_output = Renderer.ax_zoomable(ax)
# codeflash_output is used to check that the output of the original code is the same as that of the optimized code.

import pytest  # used for our unit tests
from plotly.matplotlylib.mplexporter.renderers.base import Renderer


# Helper class to simulate an axis object
class DummyAx:
    def __init__(self, navigate):
        self._navigate = navigate
    def get_navigate(self):
        return self._navigate


# unit tests

# 1. Basic Test Cases

def test_zoomable_true_with_navigate_true():
    """Test: ax_zoomable returns True when ax.get_navigate() is True."""
    ax = DummyAx(True)
    codeflash_output = Renderer.ax_zoomable(ax)

def test_zoomable_false_with_navigate_false():
    """Test: ax_zoomable returns False when ax.get_navigate() is False."""
    ax = DummyAx(False)
    codeflash_output = Renderer.ax_zoomable(ax)

def test_zoomable_false_with_none():
    """Test: ax_zoomable returns False when ax is None."""
    codeflash_output = Renderer.ax_zoomable(None)

def test_zoomable_false_with_empty():
    """Test: ax_zoomable returns False when ax is an empty value (e.g., 0, '')."""
    codeflash_output = Renderer.ax_zoomable(0)
    codeflash_output = Renderer.ax_zoomable('')
    codeflash_output = Renderer.ax_zoomable([])
    codeflash_output = Renderer.ax_zoomable({})

def test_zoomable_true_with_custom_object_true():
    """Test: ax_zoomable returns True with a custom object that returns True from get_navigate."""
    class CustomAx:
        def get_navigate(self):
            return True
    ax = CustomAx()
    codeflash_output = Renderer.ax_zoomable(ax)

def test_zoomable_false_with_custom_object_false():
    """Test: ax_zoomable returns False with a custom object that returns False from get_navigate."""
    class CustomAx:
        def get_navigate(self):
            return False
    ax = CustomAx()
    codeflash_output = Renderer.ax_zoomable(ax)

# 2. Edge Test Cases

def test_zoomable_raises_if_get_navigate_missing():
    """Test: ax_zoomable raises AttributeError if ax does not have get_navigate()."""
    class NoNavigate:
        pass
    ax = NoNavigate()
    with pytest.raises(AttributeError):
        Renderer.ax_zoomable(ax)

def test_zoomable_with_get_navigate_returning_nonbool():
    """Test: ax_zoomable correctly interprets non-bool get_navigate return values."""
    class AxInt:
        def get_navigate(self):
            return 1  # truthy int
    class AxZero:
        def get_navigate(self):
            return 0  # falsy int
    class AxStr:
        def get_navigate(self):
            return "yes"  # non-empty string, truthy
    class AxEmptyStr:
        def get_navigate(self):
            return ""  # empty string, falsy
    codeflash_output = Renderer.ax_zoomable(AxInt())
    codeflash_output = Renderer.ax_zoomable(AxZero())
    codeflash_output = Renderer.ax_zoomable(AxStr())
    codeflash_output = Renderer.ax_zoomable(AxEmptyStr())

def test_zoomable_with_get_navigate_raises():
    """Test: ax_zoomable propagates exceptions from get_navigate()."""
    class AxRaise:
        def get_navigate(self):
            raise RuntimeError("fail")
    ax = AxRaise()
    with pytest.raises(RuntimeError):
        Renderer.ax_zoomable(ax)

def test_zoomable_with_weird_object():
    """Test: ax_zoomable returns False for objects that are falsy but have get_navigate()."""
    class FalsyButNavigate:
        def __bool__(self):
            return False
        def get_navigate(self):
            return True
    ax = FalsyButNavigate()
    # Because 'if not ax' is True, should return False without calling get_navigate
    codeflash_output = Renderer.ax_zoomable(ax)

def test_zoomable_with_truthy_object():
    """Test: ax_zoomable returns according to get_navigate even if object is always truthy."""
    class Truthy:
        def __bool__(self):
            return True
        def get_navigate(self):
            return False
    ax = Truthy()
    codeflash_output = Renderer.ax_zoomable(ax)

# 3. Large Scale Test Cases

def test_zoomable_large_batch_true():
    """Test: ax_zoomable returns True for a large batch of axes with get_navigate True."""
    axes = [DummyAx(True) for _ in range(500)]  # 500 is within the 1000 element limit
    for ax in axes:
        codeflash_output = Renderer.ax_zoomable(ax)

def test_zoomable_large_batch_false():
    """Test: ax_zoomable returns False for a large batch of axes with get_navigate False."""
    axes = [DummyAx(False) for _ in range(500)]
    for ax in axes:
        codeflash_output = Renderer.ax_zoomable(ax)

def test_zoomable_large_batch_mixed():
    """Test: ax_zoomable returns correct values for a large batch of mixed axes."""
    axes = [DummyAx(i % 2 == 0) for i in range(500)]  # Even indices True, odd False
    for i, ax in enumerate(axes):
        expected = (i % 2 == 0)
        codeflash_output = Renderer.ax_zoomable(ax)

def test_zoomable_large_batch_none_and_empty():
    """Test: ax_zoomable returns False for a large batch of None and empty objects."""
    batch = [None, 0, '', [], {}] * 100  # 500 elements, all falsy
    for obj in batch:
        codeflash_output = Renderer.ax_zoomable(obj)
# 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-Renderer.ax_zoomable-mb2iklvw and push.

Codeflash

Here's an optimized version of your program. Since the logic is simple and short, only minimal optimizations are possible.

- Avoid the unnecessary `bool()` conversion: `ax.get_navigate()` already returns a Boolean.
- Use early return for clarity and efficiency.

Optimized code.



There are no expensive operations to optimize further. The only meaningful improvement was to avoid unnecessary calls and keep logic concise.
@codeflash-ai codeflash-ai bot added the ⚑️ codeflash Optimization PR opened by Codeflash AI label May 24, 2025
@codeflash-ai codeflash-ai bot requested a review from misrasaurabh1 May 24, 2025 17:39
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