47 lines
1018 B
Markdown
47 lines
1018 B
Markdown
targeted performance improvements while maintaining core plan:
|
|
|
|
1. Spatial Grid Optimizations:
|
|
|
|
```python
|
|
def update_spatial_grid(self):
|
|
# Use direct array operations instead of dict
|
|
# Pre-allocate grid arrays for particle positions
|
|
# Batch update active cells
|
|
```
|
|
|
|
2. Force Calculations:
|
|
|
|
```python
|
|
def calculate_forces(self, particle, x, y):
|
|
# Vectorize neighbor force calculations
|
|
# Cache common force values
|
|
# Use direct array math instead of loops
|
|
```
|
|
|
|
3. Temperature System:
|
|
|
|
```python
|
|
def handle_temperature(self, dt):
|
|
# Batch temperature updates
|
|
# Use array operations for heat transfer
|
|
# Pre-calculate temperature thresholds
|
|
```
|
|
|
|
4. Particle Creation:
|
|
|
|
```python
|
|
def create_particle_circle(self):
|
|
# Pre-calculate circle bounds
|
|
# Batch particle creation
|
|
# Use array operations for position checks
|
|
```
|
|
|
|
5. Phase Transitions:
|
|
|
|
```python
|
|
def handle_phase_transitions(self):
|
|
# Group similar transitions
|
|
# Cache property lookups
|
|
# Batch state changes
|
|
```
|