fix(pre-commit): autofixes

Author: AlonKellner-RedHat

src/guidellm/scheduler/constraints/base.py

@@ -12,11 +12,11 @@
 
 from pydantic import Field
 
-from guidellm.schemas import RequestInfo
 from guidellm.scheduler.schemas import SchedulerState, SchedulerUpdateAction
+from guidellm.schemas import RequestInfo
 from guidellm.utils import InfoMixin, StandardBaseModel
 
-from .protocols import Constraint, ConstraintInitializer
+from .protocols import Constraint
 
 __all__ = [
     "PydanticConstraintInitializer",

src/guidellm/scheduler/constraints/factory.py

@@ -14,7 +14,11 @@
 from guidellm.utils import InfoMixin, RegistryMixin
 
 from .base import UnserializableConstraintInitializer
-from .protocols import Constraint, ConstraintInitializer, SerializableConstraintInitializer
+from .protocols import (
+    Constraint,
+    ConstraintInitializer,
+    SerializableConstraintInitializer,
+)
 
 __all__ = ["ConstraintsInitializerFactory"]
 

src/guidellm/scheduler/constraints/over_saturation.py

@@ -5,16 +5,17 @@
 
 from pydantic import Field
 
-from .base import PydanticConstraintInitializer
-from .factory import ConstraintsInitializerFactory
-from .protocols import Constraint
 from guidellm.scheduler.schemas import (
     RequestInfo,
     SchedulerState,
     SchedulerUpdateAction,
 )
 from guidellm.settings import settings
 
+from .base import PydanticConstraintInitializer
+from .factory import ConstraintsInitializerFactory
+from .protocols import Constraint
+
 
 class OverSaturationDetectorBase(ABC):
     @abstractmethod

src/guidellm/scheduler/constraints/protocols.py

@@ -9,8 +9,8 @@
 
 from typing import Any, Protocol, runtime_checkable
 
-from guidellm.schemas import RequestInfo
 from guidellm.scheduler.schemas import SchedulerState, SchedulerUpdateAction
+from guidellm.schemas import RequestInfo
 
 __all__ = [
     "Constraint",

src/guidellm/scheduler/constraints/standard.py

@@ -12,12 +12,12 @@
 
 from pydantic import Field, field_validator
 
-from guidellm.schemas import RequestInfo
 from guidellm.scheduler.schemas import (
     SchedulerState,
     SchedulerUpdateAction,
     SchedulerUpdateActionProgress,
 )
+from guidellm.schemas import RequestInfo
 from guidellm.settings import settings
 from guidellm.utils import InfoMixin, StandardBaseModel
 

tests/unit/scheduler/OVER_SATURATION_TEST_COVERAGE.md

@@ -142,7 +142,7 @@ This document outlines the comprehensive unit test coverage for the over-saturat
 - **Focus**: Basic initialization, core algorithms, critical paths
 
 ### Sanity Tests (`@pytest.mark.sanity`)
-- **Count**: 21 tests  
+- **Count**: 21 tests
 - **Purpose**: Comprehensive validation of feature behavior
 - **Runtime**: 1-3 minutes total
 - **Focus**: Realistic scenarios, robustness, edge cases
@@ -156,22 +156,22 @@ This document outlines the comprehensive unit test coverage for the over-saturat
 - ✅ **Threshold detection**: TTFT violations and concurrent request tracking
 - ✅ **Statistical significance**: Margin of error and confidence testing
 
-### Integration Coverage  
+### Integration Coverage
 - ✅ **Detector ↔ Constraint**: Proper data flow and decision making
 - ✅ **Constraint ↔ Scheduler**: State integration and action generation
 - ✅ **Factory ↔ Initializer**: Proper constraint creation and configuration
 - ✅ **Timing ↔ Detection**: Accurate duration and timing calculations
 
 ### Robustness Coverage
 - ✅ **Empty data**: No crashes or false positives
-- ✅ **Malformed data**: Proper validation and error handling  
+- ✅ **Malformed data**: Proper validation and error handling
 - ✅ **Extreme values**: Numerical stability maintained
 - ✅ **Memory management**: Bounded growth under stress
 - ✅ **Performance**: Efficiency maintained at scale
 
 ### Scenario Coverage
 - ✅ **Gradual degradation**: Detected correctly
-- ✅ **Sudden spikes**: Detected correctly  
+- ✅ **Sudden spikes**: Detected correctly
 - ✅ **Stable performance**: No false positives
 - ✅ **Recovery patterns**: Proper handling
 - ✅ **Variable workloads**: Robust detection