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@codeflash-ai codeflash-ai bot commented Oct 28, 2025

📄 8% (0.08x) speedup for Document.select_one in src/bokeh/document/document.py

⏱️ Runtime : 18.2 microseconds 16.9 microseconds (best of 43 runs)

📝 Explanation and details

The optimized code improves the select_one method by adding a fast path for name-based queries, avoiding unnecessary overhead from the generic select method.

Key optimization: When select_one receives a simple name selector (e.g., {"name": "mycircle"}), it now directly calls self.models.get_all_by_name() instead of going through the more general select() method and converting its result to a list.

Why this is faster:

  • Eliminates method call overhead: Removes the intermediate call to select() and its list() conversion
  • Reduces function stack depth: Direct access to the optimized name lookup in the model manager
  • Leverages existing optimization: The model manager's get_all_by_name() is already optimized for name-based lookups with internal indexing

Performance characteristics: The line profiler shows the optimization works best for name-based queries (which appear to be common in the test cases), reducing time spent in select_one from ~58μs to ~35μs. The 7% overall speedup indicates this fast path is frequently used, making it a worthwhile micro-optimization for a core document querying method that's likely called frequently in Bokeh applications.

The optimization maintains identical behavior and error handling while providing a direct path for the most common query pattern.

Correctness verification report:

Test Status
⚙️ Existing Unit Tests 79 Passed
🌀 Generated Regression Tests 2 Passed
⏪ Replay Tests 🔘 None Found
🔎 Concolic Coverage Tests 🔘 None Found
📊 Tests Coverage 100.0%
⚙️ Existing Unit Tests and Runtime
Test File::Test Function Original ⏱️ Optimized ⏱️ Speedup
unit/bokeh/document/test_document.py::TestDocument.test_select 7.71μs 7.32μs 5.39%✅
unit/bokeh/model/test_model.py::test_select 7.67μs 7.08μs 8.26%✅
🌀 Generated Regression Tests and Runtime
import pytest
from bokeh.document.document import Document


# Minimal Model class for testing purposes
class Model:
    def __init__(self, name=None, type=None, **kwargs):
        self.name = name
        self.type = type if type is not None else type(self)
        for k, v in kwargs.items():
            setattr(self, k, v)

    def __repr__(self):
        return f"Model(name={self.name!r}, type={self.type!r})"

# Predicate operators
class _Operator: pass
class IN(_Operator): pass
class GT(_Operator): pass
class LT(_Operator): pass
class EQ(_Operator): pass

# Helper to add models to Document
def add_models_to_doc(doc, models):
    for m in models:
        doc.models.add(m)

# -------------------------------
# Unit tests for select_one
# -------------------------------

# Basic Test Cases




def test_select_one_empty_document_returns_none():
    """Test select_one on an empty document returns None."""
    doc = Document()
    codeflash_output = doc.select_one({"name": "foo"}); result = codeflash_output # 2.86μs -> 2.51μs (13.8% faster)
















#------------------------------------------------
import pytest  # used for our unit tests
from bokeh.document.document import Document


# Minimal Model class for testing
class Model:
    def __init__(self, name=None, type_=None, **attrs):
        self.name = name
        self.type_ = type_ if type_ is not None else self.__class__
        for k, v in attrs.items():
            setattr(self, k, v)
    def __repr__(self):
        return f"<Model name={self.name!r} type_={self.type_!r} {self.__dict__}>"

# Helper for type-based queries
class FooModel(Model): pass

# Minimal DocumentModelManager for testing
class DocumentModelManager:
    def __init__(self):
        self._models = {}
        self._models_by_name = {}
    def __iter__(self):
        return iter(self._models.values())
    def add(self, model):
        self._models[id(model)] = model
        if model.name is not None:
            self._models_by_name.setdefault(model.name, []).append(model)
    def get_all_by_name(self, name):
        return self._models_by_name.get(name, [])

# Minimal select/find implementation for testing
def is_single_string_selector(selector, field):
    return len(selector) == 1 and field in selector and isinstance(selector[field], str)

def find(objs, selector):
    # Only support {'type': ...} and {'name': ...} and direct attribute matches for testing
    for obj in objs:
        match = True
        for k, v in selector.items():
            if k == 'type':
                if obj.type_ != v:
                    match = False
                    break
            elif k == 'name':
                if obj.name != v:
                    match = False
                    break
            else:
                if not hasattr(obj, k) or getattr(obj, k) != v:
                    match = False
                    break
        if match:
            yield obj

# The select_one function to test
def select_one(models_mgr, selector):
    """
    Query for objects that match the given selector.
    Raises an error if more than one object is found.
    Returns a single matching object, or None if nothing is found.
    """
    if is_single_string_selector(selector, 'name'):
        result = models_mgr.get_all_by_name(selector['name'])
    else:
        result = list(find(models_mgr, selector))
    if len(result) > 1:
        raise ValueError(f"Found more than one model matching {selector}: {result!r}")
    if len(result) == 0:
        return None
    return result[0]

# ------------------------
# Unit tests for select_one
# ------------------------

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

To edit these changes git checkout codeflash/optimize-Document.select_one-mhb530dw and push.

Codeflash

The optimized code improves the `select_one` method by adding a fast path for name-based queries, avoiding unnecessary overhead from the generic `select` method.

**Key optimization:** When `select_one` receives a simple name selector (e.g., `{"name": "mycircle"}`), it now directly calls `self.models.get_all_by_name()` instead of going through the more general `select()` method and converting its result to a list.

**Why this is faster:** 
- **Eliminates method call overhead:** Removes the intermediate call to `select()` and its `list()` conversion
- **Reduces function stack depth:** Direct access to the optimized name lookup in the model manager
- **Leverages existing optimization:** The model manager's `get_all_by_name()` is already optimized for name-based lookups with internal indexing

**Performance characteristics:** The line profiler shows the optimization works best for name-based queries (which appear to be common in the test cases), reducing time spent in `select_one` from ~58μs to ~35μs. The 7% overall speedup indicates this fast path is frequently used, making it a worthwhile micro-optimization for a core document querying method that's likely called frequently in Bokeh applications.

The optimization maintains identical behavior and error handling while providing a direct path for the most common query pattern.
@codeflash-ai codeflash-ai bot requested a review from mashraf-222 October 28, 2025 22:29
@codeflash-ai codeflash-ai bot added ⚡️ codeflash Optimization PR opened by Codeflash AI 🎯 Quality: Medium Optimization Quality according to Codeflash labels Oct 28, 2025
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