Refactor: Remove AStarRouter, introduce AStarContext/AStarMetrics

This commit is contained in:
Jan Petykiewicz 2026-03-21 22:50:45 -07:00
commit a77ae781a7
23 changed files with 226 additions and 276 deletions

36
DOCS.md
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@ -2,31 +2,37 @@
This document describes the user-tunable parameters for the `inire` auto-router.
## 1. AStarRouter Parameters
## 1. AStarContext Parameters
The `AStarRouter` is the core pathfinding engine. It can be configured directly through its constructor.
The `AStarContext` stores the configuration and persistent state for the A* search. It is initialized once and passed to `route_astar` or the `PathFinder`.
| Parameter | Type | Default | Description |
| :-------------------- | :------------ | :----------------- | :------------------------------------------------------------------------------------ |
| `node_limit` | `int` | 1,000,000 | Maximum number of states to explore per net. Increase for very complex paths. |
| `straight_lengths` | `list[float]` | `[1.0, 5.0, 25.0]` | Discrete step sizes for straight waveguides (µm). Larger steps speed up search. |
| `bend_radii` | `list[float]` | `[10.0]` | Available radii for 90-degree turns (µm). Multiple values allow best-fit selection. |
| `sbend_offsets` | `list[float] \| None` | `None` (Auto) | Lateral offsets for parametric S-bends. `None` uses automatic grid-aligned steps. |
| `sbend_radii` | `list[float]` | `[10.0]` | Available radii for S-bends (µm). |
| `snap_to_target_dist` | `float` | 20.0 | Distance (µm) at which the router attempts an exact bridge to the target port. |
| `bend_penalty` | `float` | 50.0 | Flat cost added for every 90-degree bend. Higher values favor straight lines. |
| `sbend_penalty` | `float` | 100.0 | Flat cost added for every S-bend. Usually higher than `bend_penalty`. |
| `snap_size` | `float` | 5.0 | Grid size (µm) for expansion moves. Larger values speed up search. |
| `max_straight_length` | `float` | 2000.0 | Maximum length (µm) of a single straight segment. |
| `min_straight_length` | `float` | 5.0 | Minimum length (µm) of a single straight segment. |
| `bend_radii` | `list[float]` | `[50.0, 100.0]` | Available radii for 90-degree turns (µm). |
| `sbend_radii` | `list[float]` | `[5.0, 10.0, 50.0, 100.0]` | Available radii for S-bends (µm). |
| `sbend_offsets` | `list[float] \| None` | `None` (Auto) | Lateral offsets for parametric S-bends. |
| `bend_penalty` | `float` | 250.0 | Flat cost added for every 90-degree bend. |
| `sbend_penalty` | `float` | 500.0 | Flat cost added for every S-bend. |
| `bend_collision_type` | `str` | `"arc"` | Collision model for bends: `"arc"`, `"bbox"`, or `"clipped_bbox"`. |
| `bend_clip_margin` | `float` | 10.0 | Extra space (µm) around the waveguide before the bounding box corners are clipped. |
| `bend_clip_margin` | `float` | 10.0 | Extra space (µm) around the waveguide for clipped models. |
### Bend Collision Models
* `"arc"`: High-fidelity model following the exact curved waveguide geometry.
* `"bbox"`: Conservative model using the axis-aligned bounding box of the bend. Fast but blocks more space.
* `"clipped_bbox"`: A middle ground that starts with the bounding box but applies 45-degree linear cuts to the inner and outer corners. The `bend_clip_margin` defines the extra safety distance from the waveguide edge to the cut line.
## 2. AStarMetrics
The `AStarMetrics` object collects performance data during the search.
| Property | Type | Description |
| :--------------------- | :---- | :---------------------------------------------------- |
| `nodes_expanded` | `int` | Number of nodes expanded in the last `route_astar` call. |
| `total_nodes_expanded` | `int` | Cumulative nodes expanded across all calls. |
| `max_depth_reached` | `int` | Deepest point in the search tree reached. |
---
## 2. CostEvaluator Parameters
## 3. CostEvaluator Parameters
The `CostEvaluator` defines the "goodness" of a path.

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@ -30,7 +30,7 @@ from inire.geometry.primitives import Port
from inire.geometry.collision import CollisionEngine
from inire.router.danger_map import DangerMap
from inire.router.cost import CostEvaluator
from inire.router.astar import AStarRouter
from inire.router.astar import AStarContext
from inire.router.pathfinder import PathFinder
# 1. Setup Environment
@ -44,14 +44,11 @@ evaluator = CostEvaluator(
danger_map=danger_map,
greedy_h_weight=1.2
)
router = AStarRouter(
context = AStarContext(
cost_evaluator=evaluator,
bend_penalty=10.0
)
pf = PathFinder(
router=router,
cost_evaluator=evaluator
)
pf = PathFinder(context)
# 3. Define Netlist
netlist = {

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@ -2,7 +2,7 @@ from shapely.geometry import Polygon
from inire.geometry.collision import CollisionEngine
from inire.geometry.primitives import Port
from inire.router.astar import AStarRouter
from inire.router.astar import AStarContext, AStarMetrics, route_astar
from inire.router.cost import CostEvaluator
from inire.router.danger_map import DangerMap
from inire.router.pathfinder import PathFinder
@ -27,8 +27,8 @@ def main() -> None:
danger_map.precompute([obstacle])
evaluator = CostEvaluator(engine, danger_map, bend_penalty=50.0, sbend_penalty=150.0)
router = AStarRouter(evaluator, snap_size=1.0, bend_radii=[10.0])
pf = PathFinder(router, evaluator)
context = AStarContext(evaluator, snap_size=1.0, bend_radii=[10.0])
pf = PathFinder(context)
# 2. Define Netlist
# Route from (10, 10) to (90, 50)

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@ -1,6 +1,6 @@
from inire.geometry.collision import CollisionEngine
from inire.geometry.primitives import Port
from inire.router.astar import AStarRouter
from inire.router.astar import AStarContext, AStarMetrics, route_astar
from inire.router.cost import CostEvaluator
from inire.router.danger_map import DangerMap
from inire.router.pathfinder import PathFinder
@ -17,8 +17,8 @@ def main() -> None:
danger_map.precompute([])
evaluator = CostEvaluator(engine, danger_map, bend_penalty=50.0, sbend_penalty=150.0)
router = AStarRouter(evaluator, snap_size=1.0, bend_radii=[10.0])
pf = PathFinder(router, evaluator)
context = AStarContext(evaluator, snap_size=1.0, bend_radii=[10.0])
pf = PathFinder(context)
# 2. Define Netlist
# Three nets that all converge on the same central area.
@ -32,7 +32,7 @@ def main() -> None:
# 3. Route with Negotiated Congestion
# We increase the base penalty to encourage faster divergence
pf = PathFinder(router, evaluator, base_congestion_penalty=1000.0)
pf = PathFinder(context, base_congestion_penalty=1000.0)
results = pf.route_all(netlist, net_widths)
# 4. Check Results

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@ -2,7 +2,7 @@ from shapely.geometry import Polygon
from inire.geometry.collision import CollisionEngine
from inire.geometry.primitives import Port
from inire.router.astar import AStarRouter
from inire.router.astar import AStarContext, AStarMetrics, route_astar
from inire.router.cost import CostEvaluator
from inire.router.danger_map import DangerMap
from inire.router.pathfinder import PathFinder
@ -19,8 +19,9 @@ def main() -> None:
danger_map.precompute([])
evaluator = CostEvaluator(engine, danger_map, bend_penalty=50.0, sbend_penalty=150.0)
router = AStarRouter(evaluator, snap_size=1.0, bend_radii=[10.0])
pf = PathFinder(router, evaluator)
context = AStarContext(evaluator, snap_size=1.0, bend_radii=[10.0])
metrics = AStarMetrics()
pf = PathFinder(context, metrics)
# 2. Add a 'Pre-routed' net and lock it
# Net 'fixed' goes right through the middle
@ -28,7 +29,7 @@ def main() -> None:
fixed_target = Port(90, 50, 0)
print("Routing initial net...")
res_fixed = router.route(fixed_start, fixed_target, net_width=2.0)
res_fixed = route_astar(fixed_start, fixed_target, net_width=2.0, context=context, metrics=metrics)
if res_fixed:
# 3. Lock this net! It now behaves like a static obstacle

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@ -1,6 +1,6 @@
from inire.geometry.collision import CollisionEngine
from inire.geometry.primitives import Port
from inire.router.astar import AStarRouter
from inire.router.astar import AStarContext, route_astar
from inire.router.cost import CostEvaluator
from inire.router.danger_map import DangerMap
from inire.router.pathfinder import PathFinder
@ -8,7 +8,7 @@ from inire.utils.visualization import plot_routing_results
def main() -> None:
print("Running Example 04: S-Bends and Multiple Radii...")
print("Running Example 04: SBends and Radii Strategy...")
# 1. Setup Environment
bounds = (0, 0, 100, 100)
@ -16,45 +16,33 @@ def main() -> None:
danger_map = DangerMap(bounds=bounds)
danger_map.precompute([])
# 2. Configure Router
evaluator = CostEvaluator(
engine,
danger_map,
unit_length_cost=1.0,
bend_penalty=10.0,
sbend_penalty=20.0,
)
router = AStarRouter(
evaluator = CostEvaluator(engine, danger_map, bend_penalty=200.0, sbend_penalty=400.0)
# Define a custom router with multiple SBend radii and specific offsets
context = AStarContext(
evaluator,
node_limit=50000,
snap_size=1.0,
bend_radii=[10.0, 30.0],
sbend_offsets=[5.0], # Use a simpler offset
bend_penalty=10.0,
sbend_penalty=20.0,
snap_to_target_dist=50.0, # Large snap range
bend_radii=[20.0, 50.0],
sbend_radii=[5.0, 10.0, 50.0],
sbend_offsets=[2.0, 5.0, 10.0, 20.0, 50.0]
)
pf = PathFinder(context)
pf = PathFinder(router, evaluator)
# 2. Define Netlist
# High-density parallel nets with varying offsets
netlist = {}
for i in range(10):
# Starts at x=50, y=50+i*10. Targets at x=450, y=60+i*10.
# This forces small vertical jogs (SBends)
netlist[f"net_{i}"] = (Port(50, 50 + i * 10, 0), Port(450, 55 + i * 10, 0))
net_widths = {nid: 2.0 for nid in netlist}
# 3. Define Netlist
# start (10, 50), target (60, 55) -> 5um offset
netlist = {
"sbend_only": (Port(10, 50, 0), Port(60, 55, 0)),
"multi_radii": (Port(10, 10, 0), Port(90, 90, 0)),
}
net_widths = {"sbend_only": 2.0, "multi_radii": 2.0}
# 3. Route
print(f"Routing {len(netlist)} nets with custom SBend strategy...")
results = pf.route_all(netlist, net_widths, shuffle_nets=True)
# 4. Route
results = pf.route_all(netlist, net_widths)
# 5. Check Results
for nid, res in results.items():
status = "Success" if res.is_valid else "Failed"
print(f"{nid}: {status}, collisions={res.collisions}")
# 6. Visualize
# 4. Visualize
fig, ax = plot_routing_results(results, [], bounds, netlist=netlist)
fig.savefig("examples/04_sbends_and_radii.png")
print("Saved plot to examples/04_sbends_and_radii.png")

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@ -1,6 +1,6 @@
from inire.geometry.collision import CollisionEngine
from inire.geometry.primitives import Port
from inire.router.astar import AStarRouter
from inire.router.astar import AStarContext, route_astar
from inire.router.cost import CostEvaluator
from inire.router.danger_map import DangerMap
from inire.router.pathfinder import PathFinder
@ -8,7 +8,7 @@ from inire.utils.visualization import plot_routing_results
def main() -> None:
print("Running Example 05: Orientation Stress Test...")
print("Running Example 05: Orientation Stress...")
# 1. Setup Environment
bounds = (0, 0, 200, 200)
@ -16,9 +16,9 @@ def main() -> None:
danger_map = DangerMap(bounds=bounds)
danger_map.precompute([])
evaluator = CostEvaluator(engine, danger_map, bend_penalty=50.0, sbend_penalty=150.0)
router = AStarRouter(evaluator, snap_size=1.0, bend_radii=[10.0])
pf = PathFinder(router, evaluator)
evaluator = CostEvaluator(engine, danger_map, bend_penalty=50.0)
context = AStarContext(evaluator, snap_size=1.0, bend_radii=[10.0])
pf = PathFinder(context)
# 2. Define Netlist: Complex orientation challenges
netlist = {
@ -29,15 +29,10 @@ def main() -> None:
net_widths = {nid: 2.0 for nid in netlist}
# 3. Route
print("Routing complex orientation nets...")
print("Routing nets with complex orientation combinations...")
results = pf.route_all(netlist, net_widths)
# 4. Check Results
for nid, res in results.items():
status = "Success" if res.is_valid else "Failed"
print(f" {nid}: {status}")
# 5. Visualize
# 4. Visualize
fig, ax = plot_routing_results(results, [], bounds, netlist=netlist)
fig.savefig("examples/05_orientation_stress.png")
print("Saved plot to examples/05_orientation_stress.png")

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@ -2,7 +2,7 @@ from shapely.geometry import Polygon
from inire.geometry.collision import CollisionEngine
from inire.geometry.primitives import Port
from inire.router.astar import AStarRouter
from inire.router.astar import AStarContext, AStarMetrics, route_astar
from inire.router.cost import CostEvaluator
from inire.router.danger_map import DangerMap
from inire.router.pathfinder import PathFinder
@ -33,26 +33,26 @@ def main() -> None:
evaluator = CostEvaluator(engine, danger_map, bend_penalty=50.0, sbend_penalty=150.0)
# Scenario 1: Standard 'arc' model (High fidelity)
router_arc = AStarRouter(evaluator, snap_size=1.0, bend_radii=[10.0], bend_collision_type="arc")
context_arc = AStarContext(evaluator, snap_size=1.0, bend_radii=[10.0], bend_collision_type="arc")
netlist_arc = {"arc_model": (Port(10, 120, 0), Port(90, 140, 90))}
# Scenario 2: 'bbox' model (Conservative axis-aligned box)
router_bbox = AStarRouter(evaluator, snap_size=1.0, bend_radii=[10.0], bend_collision_type="bbox")
context_bbox = AStarContext(evaluator, snap_size=1.0, bend_radii=[10.0], bend_collision_type="bbox")
netlist_bbox = {"bbox_model": (Port(10, 70, 0), Port(90, 90, 90))}
# Scenario 3: 'clipped_bbox' model (Balanced)
router_clipped = AStarRouter(evaluator, snap_size=1.0, bend_radii=[10.0], bend_collision_type="clipped_bbox", bend_clip_margin=1.0)
context_clipped = AStarContext(evaluator, snap_size=1.0, bend_radii=[10.0], bend_collision_type="clipped_bbox", bend_clip_margin=1.0)
netlist_clipped = {"clipped_model": (Port(10, 20, 0), Port(90, 40, 90))}
# 2. Route each scenario
print("Routing Scenario 1 (Arc)...")
res_arc = PathFinder(router_arc, evaluator, use_tiered_strategy=False).route_all(netlist_arc, {"arc_model": 2.0})
res_arc = PathFinder(context_arc, use_tiered_strategy=False).route_all(netlist_arc, {"arc_model": 2.0})
print("Routing Scenario 2 (BBox)...")
res_bbox = PathFinder(router_bbox, evaluator, use_tiered_strategy=False).route_all(netlist_bbox, {"bbox_model": 2.0})
res_bbox = PathFinder(context_bbox, use_tiered_strategy=False).route_all(netlist_bbox, {"bbox_model": 2.0})
print("Routing Scenario 3 (Clipped BBox)...")
res_clipped = PathFinder(router_clipped, evaluator, use_tiered_strategy=False).route_all(netlist_clipped, {"clipped_model": 2.0})
res_clipped = PathFinder(context_clipped, use_tiered_strategy=False).route_all(netlist_clipped, {"clipped_model": 2.0})
# 3. Combine results for visualization
all_results = {**res_arc, **res_bbox, **res_clipped}

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@ -2,7 +2,7 @@ import numpy as np
import time
from inire.geometry.collision import CollisionEngine
from inire.geometry.primitives import Port
from inire.router.astar import AStarRouter
from inire.router.astar import AStarContext, AStarMetrics, route_astar
from inire.router.cost import CostEvaluator
from inire.router.danger_map import DangerMap
from inire.router.pathfinder import PathFinder
@ -29,8 +29,9 @@ def main() -> None:
evaluator = CostEvaluator(engine, danger_map, greedy_h_weight=1.5, unit_length_cost=0.1, bend_penalty=100.0, sbend_penalty=400.0, congestion_penalty=100.0)
router = AStarRouter(evaluator, node_limit=2000000, snap_size=5.0, bend_radii=[50.0], sbend_radii=[50.0])
pf = PathFinder(router, evaluator, max_iterations=15, base_congestion_penalty=100.0, congestion_multiplier=1.4)
context = AStarContext(evaluator, node_limit=2000000, snap_size=5.0, bend_radii=[50.0], sbend_radii=[50.0])
metrics = AStarMetrics()
pf = PathFinder(context, metrics, max_iterations=15, base_congestion_penalty=100.0, congestion_multiplier=1.4)
# 2. Define Netlist
netlist = {}
@ -57,7 +58,7 @@ def main() -> None:
def iteration_callback(idx, current_results):
successes = sum(1 for r in current_results.values() if r.is_valid)
total_collisions = sum(r.collisions for r in current_results.values())
total_nodes = pf.router.metrics['nodes_expanded']
total_nodes = metrics.nodes_expanded
# Identify Hotspots
hotspots = {}
@ -71,17 +72,18 @@ def main() -> None:
# Check what it overlaps with
overlaps = engine.dynamic_index.intersection(poly.bounds)
for other_obj_id in overlaps:
other_nid, other_poly = engine.dynamic_geometries[other_obj_id]
if other_nid != nid:
if poly.intersects(other_poly):
# Record hotspot
cx, cy = poly.centroid.x, poly.centroid.y
grid_key = (int(cx/20)*20, int(cy/20)*20)
hotspots[grid_key] = hotspots.get(grid_key, 0) + 1
if other_obj_id in engine.dynamic_geometries:
other_nid, other_poly = engine.dynamic_geometries[other_obj_id]
if other_nid != nid:
if poly.intersects(other_poly):
# Record hotspot
cx, cy = poly.centroid.x, poly.centroid.y
grid_key = (int(cx/20)*20, int(cy/20)*20)
hotspots[grid_key] = hotspots.get(grid_key, 0) + 1
# Record pair
pair = tuple(sorted((nid, other_nid)))
overlap_matrix[pair] = overlap_matrix.get(pair, 0) + 1
# Record pair
pair = tuple(sorted((nid, other_nid)))
overlap_matrix[pair] = overlap_matrix.get(pair, 0) + 1
print(f" Iteration {idx} finished. Successes: {successes}/{len(netlist)}, Collisions: {total_collisions}")
if overlap_matrix:
@ -129,7 +131,7 @@ def main() -> None:
fig_d.savefig(f"examples/07_iteration_{idx:02d}_density.png")
plt.close(fig_d)
pf.router.reset_metrics()
metrics.reset_per_route()
import cProfile, pstats
profiler = cProfile.Profile()
@ -173,9 +175,9 @@ def main() -> None:
plot_danger_map(danger_map, ax=ax)
# Overlay Expanded Nodes from last routed net (as an example)
if pf.router.last_expanded_nodes:
print(f"Plotting {len(pf.router.last_expanded_nodes)} expanded nodes for the last net...")
plot_expanded_nodes(pf.router.last_expanded_nodes, ax=ax, color='blue', alpha=0.1)
if metrics.last_expanded_nodes:
print(f"Plotting {len(metrics.last_expanded_nodes)} expanded nodes for the last net...")
plot_expanded_nodes(metrics.last_expanded_nodes, ax=ax, color='blue', alpha=0.1)
fig.savefig("examples/07_large_scale_routing.png")
print("Saved plot to examples/07_large_scale_routing.png")

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@ -2,7 +2,7 @@ from shapely.geometry import Polygon
from inire.geometry.collision import CollisionEngine
from inire.geometry.primitives import Port
from inire.router.astar import AStarRouter
from inire.router.astar import AStarContext, AStarMetrics, route_astar
from inire.router.cost import CostEvaluator
from inire.router.danger_map import DangerMap
from inire.router.pathfinder import PathFinder
@ -19,8 +19,9 @@ def main() -> None:
danger_map.precompute([])
evaluator = CostEvaluator(engine, danger_map, bend_penalty=50.0, sbend_penalty=150.0)
router = AStarRouter(evaluator, snap_size=1.0, bend_radii=[10.0])
pf = PathFinder(router, evaluator)
context = AStarContext(evaluator, snap_size=1.0, bend_radii=[10.0])
metrics = AStarMetrics()
pf = PathFinder(context, metrics)
# 2. Define Netlist
netlist = {
@ -39,8 +40,9 @@ def main() -> None:
print("Routing with custom collision model...")
# Override bend_collision_type with a literal Polygon
router_custom = AStarRouter(evaluator, snap_size=1.0, bend_radii=[10.0], bend_collision_type=custom_poly)
results_custom = PathFinder(router_custom, evaluator, use_tiered_strategy=False).route_all(
context_custom = AStarContext(evaluator, snap_size=1.0, bend_radii=[10.0], bend_collision_type=custom_poly)
metrics_custom = AStarMetrics()
results_custom = PathFinder(context_custom, metrics_custom, use_tiered_strategy=False).route_all(
{"custom_model": netlist["custom_bend"]}, {"custom_model": 2.0}
)

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@ -1,6 +1,6 @@
from inire.geometry.collision import CollisionEngine
from inire.geometry.primitives import Port
from inire.router.astar import AStarRouter
from inire.router.astar import AStarContext, AStarMetrics
from inire.router.cost import CostEvaluator
from inire.router.danger_map import DangerMap
from inire.router.pathfinder import PathFinder
@ -28,10 +28,11 @@ def main() -> None:
evaluator = CostEvaluator(engine, danger_map, bend_penalty=50.0, sbend_penalty=150.0)
# Use a low node limit to fail faster
router = AStarRouter(evaluator, node_limit=2000, snap_size=1.0, bend_radii=[10.0])
context = AStarContext(evaluator, node_limit=2000, snap_size=1.0, bend_radii=[10.0])
metrics = AStarMetrics()
# Enable partial path return
pf = PathFinder(router, evaluator)
# Enable partial path return (handled internally by PathFinder calling route_astar with return_partial=True)
pf = PathFinder(context, metrics)
# 2. Define Netlist: start outside, target inside the cage
netlist = {

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@ -95,9 +95,41 @@ class AStarContext:
__slots__ = ('cost_evaluator', 'config', 'visibility_manager',
'move_cache', 'hard_collision_set', 'static_safe_cache')
def __init__(self, cost_evaluator: CostEvaluator, config: RouterConfig | None = None) -> None:
def __init__(
self,
cost_evaluator: CostEvaluator,
node_limit: int = 1000000,
snap_size: float = 5.0,
max_straight_length: float = 2000.0,
min_straight_length: float = 5.0,
bend_radii: list[float] | None = None,
sbend_radii: list[float] | None = None,
sbend_offsets: list[float] | None = None,
bend_penalty: float = 250.0,
sbend_penalty: float = 500.0,
bend_collision_type: Literal["arc", "bbox", "clipped_bbox"] | Any = "arc",
bend_clip_margin: float = 10.0,
) -> None:
self.cost_evaluator = cost_evaluator
self.config = config if config is not None else RouterConfig()
# Use provided lists or defaults for the configuration
br = bend_radii if bend_radii is not None else [50.0, 100.0]
sr = sbend_radii if sbend_radii is not None else [5.0, 10.0, 50.0, 100.0]
self.config = RouterConfig(
node_limit=node_limit,
snap_size=snap_size,
max_straight_length=max_straight_length,
min_straight_length=min_straight_length,
bend_radii=br,
sbend_radii=sr,
sbend_offsets=sbend_offsets,
bend_penalty=bend_penalty,
sbend_penalty=sbend_penalty,
bend_collision_type=bend_collision_type,
bend_clip_margin=bend_clip_margin
)
self.visibility_manager = VisibilityManager(self.cost_evaluator.collision_engine)
# Long-lived caches (shared across multiple route calls)
@ -105,6 +137,11 @@ class AStarContext:
self.hard_collision_set: set[tuple] = set()
self.static_safe_cache: set[tuple] = set()
def clear_static_caches(self) -> None:
""" Clear caches that depend on the state of static obstacles. """
self.hard_collision_set.clear()
self.static_safe_cache.clear()
def route_astar(
start: Port,
@ -129,9 +166,6 @@ def route_astar(
metrics.reset_per_route()
# Per-route congestion cache (not shared across different routes)
congestion_cache: dict[tuple, int] = {}
if bend_collision_type is not None:
context.config.bend_collision_type = bend_collision_type
@ -187,7 +221,7 @@ def route_astar(
# Expansion
expand_moves(
current, target, net_width, net_id, open_set, closed_set,
context, metrics, congestion_cache,
context, metrics,
snap=snap, inv_snap=inv_snap, parent_state=state,
max_cost=max_cost, skip_congestion=skip_congestion,
self_collision_check=self_collision_check
@ -205,7 +239,6 @@ def expand_moves(
closed_set: dict[tuple[int, int, int], float],
context: AStarContext,
metrics: AStarMetrics,
congestion_cache: dict[tuple, int],
snap: float = 1.0,
inv_snap: float | None = None,
parent_state: tuple[int, int, int] | None = None,
@ -237,7 +270,7 @@ def expand_moves(
max_reach = context.cost_evaluator.collision_engine.ray_cast(cp, cp.orientation, proj_t + 1.0)
if max_reach >= proj_t - 0.01:
process_move(
current, target, net_width, net_id, open_set, closed_set, context, metrics, congestion_cache,
current, target, net_width, net_id, open_set, closed_set, context, metrics,
f'S{proj_t}', 'S', (proj_t,), skip_congestion, inv_snap=inv_snap, snap_to_grid=False,
parent_state=parent_state, max_cost=max_cost, snap=snap, self_collision_check=self_collision_check
)
@ -288,7 +321,7 @@ def expand_moves(
for length in sorted(straight_lengths, reverse=True):
process_move(
current, target, net_width, net_id, open_set, closed_set, context, metrics, congestion_cache,
current, target, net_width, net_id, open_set, closed_set, context, metrics,
f'S{length}', 'S', (length,), skip_congestion, inv_snap=inv_snap, parent_state=parent_state,
max_cost=max_cost, snap=snap, self_collision_check=self_collision_check
)
@ -306,7 +339,7 @@ def expand_moves(
if abs(new_diff) > 135:
continue
process_move(
current, target, net_width, net_id, open_set, closed_set, context, metrics, congestion_cache,
current, target, net_width, net_id, open_set, closed_set, context, metrics,
f'B{radius}{direction}', 'B', (radius, direction), skip_congestion, inv_snap=inv_snap,
parent_state=parent_state, max_cost=max_cost, snap=snap, self_collision_check=self_collision_check
)
@ -333,7 +366,7 @@ def expand_moves(
for radius in context.config.sbend_radii:
if abs(offset) >= 2 * radius: continue
process_move(
current, target, net_width, net_id, open_set, closed_set, context, metrics, congestion_cache,
current, target, net_width, net_id, open_set, closed_set, context, metrics,
f'SB{offset}R{radius}', 'SB', (offset, radius), skip_congestion, inv_snap=inv_snap,
parent_state=parent_state, max_cost=max_cost, snap=snap, self_collision_check=self_collision_check
)
@ -348,7 +381,6 @@ def process_move(
closed_set: dict[tuple[int, int, int], float],
context: AStarContext,
metrics: AStarMetrics,
congestion_cache: dict[tuple, int],
move_type: str,
move_class: Literal['S', 'B', 'SB'],
params: tuple,
@ -379,7 +411,7 @@ def process_move(
res = context.move_cache[abs_key]
move_radius = params[0] if move_class == 'B' else (params[1] if move_class == 'SB' else None)
add_node(
parent, res, target, net_width, net_id, open_set, closed_set, context, metrics, congestion_cache,
parent, res, target, net_width, net_id, open_set, closed_set, context, metrics,
move_type, move_radius=move_radius, snap=snap, skip_congestion=skip_congestion,
inv_snap=inv_snap, parent_state=parent_state, max_cost=max_cost,
self_collision_check=self_collision_check
@ -414,7 +446,7 @@ def process_move(
context.move_cache[abs_key] = res
move_radius = params[0] if move_class == 'B' else (params[1] if move_class == 'SB' else None)
add_node(
parent, res, target, net_width, net_id, open_set, closed_set, context, metrics, congestion_cache,
parent, res, target, net_width, net_id, open_set, closed_set, context, metrics,
move_type, move_radius=move_radius, snap=snap, skip_congestion=skip_congestion,
inv_snap=inv_snap, parent_state=parent_state, max_cost=max_cost,
self_collision_check=self_collision_check
@ -431,7 +463,6 @@ def add_node(
closed_set: dict[tuple[int, int, int], float],
context: AStarContext,
metrics: AStarMetrics,
congestion_cache: dict[tuple, int],
move_type: str,
move_radius: float | None = None,
snap: float = 1.0,
@ -490,11 +521,7 @@ def add_node(
total_overlaps = 0
if not skip_congestion:
if cache_key in congestion_cache:
total_overlaps = congestion_cache[cache_key]
else:
total_overlaps = context.cost_evaluator.collision_engine.check_move_congestion(result, net_id)
congestion_cache[cache_key] = total_overlaps
total_overlaps = context.cost_evaluator.collision_engine.check_move_congestion(result, net_id)
# SELF-COLLISION CHECK (Optional for performance)
if self_collision_check:
@ -521,7 +548,7 @@ def add_node(
None, result.end_port, net_width, net_id,
start_port=parent_p, length=result.length,
dilated_geometry=None, penalty=penalty,
skip_static=True, skip_congestion=True
skip_static=True, skip_congestion=True # Congestion overlaps already calculated
)
move_cost += total_overlaps * context.cost_evaluator.congestion_penalty
@ -547,81 +574,3 @@ def reconstruct_path(end_node: AStarNode) -> list[ComponentResult]:
path.append(curr.component_result)
curr = curr.parent
return path[::-1]
class AStarRouter:
"""
Waveguide router based on sparse A* search.
Wrapper around functional core.
"""
__slots__ = ('context', 'metrics')
def __init__(self, cost_evaluator: CostEvaluator, node_limit: int | None = None, **kwargs) -> None:
config = RouterConfig(sbend_radii=[5.0, 10.0, 50.0, 100.0])
if node_limit is not None:
config.node_limit = node_limit
for k, v in kwargs.items():
if hasattr(config, k):
setattr(config, k, v)
self.context = AStarContext(cost_evaluator, config)
self.metrics = AStarMetrics()
@property
def cost_evaluator(self): return self.context.cost_evaluator
@property
def config(self): return self.context.config
@property
def visibility_manager(self): return self.context.visibility_manager
@property
def node_limit(self): return self.context.config.node_limit
@node_limit.setter
def node_limit(self, value): self.context.config.node_limit = value
@property
def total_nodes_expanded(self): return self.metrics.total_nodes_expanded
@total_nodes_expanded.setter
def total_nodes_expanded(self, value): self.metrics.total_nodes_expanded = value
@property
def last_expanded_nodes(self): return self.metrics.last_expanded_nodes
@property
def metrics_dict(self): return self.metrics.get_summary_dict()
def reset_metrics(self) -> None:
""" Reset all performance counters. """
self.metrics.reset_per_route()
self.context.cost_evaluator.collision_engine.reset_metrics()
def get_metrics_summary(self) -> str:
""" Return a human-readable summary of search performance. """
m = self.metrics
c = self.context.cost_evaluator.collision_engine.get_metrics_summary()
return (f"Search Performance: \n"
f" Nodes Expanded: {m.nodes_expanded}\n"
f" Moves: Generated={m.moves_generated}, Added={m.moves_added}\n"
f" Pruning: ClosedSet={m.pruned_closed_set}, HardColl={m.pruned_hard_collision}, Cost={m.pruned_cost}\n"
f" {c}")
def route(
self,
start: Port,
target: Port,
net_width: float,
net_id: str = 'default',
bend_collision_type: Literal['arc', 'bbox', 'clipped_bbox'] | None = None,
return_partial: bool = False,
store_expanded: bool = False,
skip_congestion: bool = False,
max_cost: float | None = None,
self_collision_check: bool = False,
) -> list[ComponentResult] | None:
"""
Route a single net using A*. Delegates to route_astar.
"""
return route_astar(
start, target, net_width, self.context, self.metrics,
net_id=net_id, bend_collision_type=bend_collision_type,
return_partial=return_partial, store_expanded=store_expanded,
skip_congestion=skip_congestion, max_cost=max_cost,
self_collision_check=self_collision_check,
node_limit=self.context.config.node_limit
)

View file

@ -6,10 +6,12 @@ import random
from dataclasses import dataclass
from typing import TYPE_CHECKING, Callable, Literal, Any
from inire.router.astar import route_astar, AStarMetrics
if TYPE_CHECKING:
from inire.geometry.components import ComponentResult
from inire.geometry.primitives import Port
from inire.router.astar import AStarRouter
from inire.router.astar import AStarContext
from inire.router.cost import CostEvaluator
logger = logging.getLogger(__name__)
@ -40,13 +42,14 @@ class PathFinder:
"""
Multi-net router using Negotiated Congestion.
"""
__slots__ = ('router', 'cost_evaluator', 'max_iterations', 'base_congestion_penalty', 'use_tiered_strategy', 'congestion_multiplier', 'accumulated_expanded_nodes', 'warm_start')
__slots__ = ('context', 'metrics', 'max_iterations', 'base_congestion_penalty',
'use_tiered_strategy', 'congestion_multiplier', 'accumulated_expanded_nodes', 'warm_start')
router: AStarRouter
""" The A* search engine """
context: AStarContext
""" The A* persistent state (config, caches, evaluator) """
cost_evaluator: CostEvaluator
""" The evaluator for path costs """
metrics: AStarMetrics
""" Performance metrics for search operations """
max_iterations: int
""" Maximum number of rip-up and reroute iterations """
@ -65,8 +68,8 @@ class PathFinder:
def __init__(
self,
router: AStarRouter,
cost_evaluator: CostEvaluator,
context: AStarContext,
metrics: AStarMetrics | None = None,
max_iterations: int = 10,
base_congestion_penalty: float = 100.0,
congestion_multiplier: float = 1.5,
@ -77,16 +80,16 @@ class PathFinder:
Initialize the PathFinder.
Args:
router: The A* search engine.
cost_evaluator: The evaluator for path costs.
context: The A* search context (evaluator, config, caches).
metrics: Optional metrics container.
max_iterations: Maximum number of rip-up and reroute iterations.
base_congestion_penalty: Starting penalty for overlaps.
congestion_multiplier: Multiplier for congestion penalty per iteration.
use_tiered_strategy: Whether to use simplified collision models in early iterations.
warm_start: Initial ordering strategy for a fast greedy pass.
"""
self.router = router
self.cost_evaluator = cost_evaluator
self.context = context
self.metrics = metrics if metrics is not None else AStarMetrics()
self.max_iterations = max_iterations
self.base_congestion_penalty = base_congestion_penalty
self.congestion_multiplier = congestion_multiplier
@ -94,6 +97,10 @@ class PathFinder:
self.warm_start = warm_start
self.accumulated_expanded_nodes: list[tuple[float, float, float]] = []
@property
def cost_evaluator(self) -> CostEvaluator:
return self.context.cost_evaluator
def _perform_greedy_pass(
self,
netlist: dict[str, tuple[Port, Port]],
@ -123,9 +130,9 @@ class PathFinder:
h_start = self.cost_evaluator.h_manhattan(start, target)
max_cost_limit = max(h_start * 3.0, 2000.0)
path = self.router.route(
start, target, width, net_id=net_id,
skip_congestion=True, max_cost=max_cost_limit
path = route_astar(
start, target, width, context=self.context, metrics=self.metrics,
net_id=net_id, skip_congestion=True, max_cost=max_cost_limit
)
if path:
@ -199,6 +206,7 @@ class PathFinder:
results: dict[str, RoutingResult] = {}
self.cost_evaluator.congestion_penalty = self.base_congestion_penalty
self.accumulated_expanded_nodes = []
self.metrics.reset_per_route()
start_time = time.monotonic()
num_nets = len(netlist)
@ -212,6 +220,7 @@ class PathFinder:
ws_order = sort_nets if sort_nets is not None else self.warm_start
if ws_order is not None:
initial_paths = self._perform_greedy_pass(netlist, net_widths, ws_order)
self.context.clear_static_caches()
# Apply initial sorting heuristic if requested (for the main NC loop)
if sort_nets:
@ -226,6 +235,7 @@ class PathFinder:
any_congestion = False
# Clear accumulation for this iteration so callback gets fresh data
self.accumulated_expanded_nodes = []
self.metrics.reset_per_route()
logger.info(f'PathFinder Iteration {iteration}...')
@ -258,7 +268,7 @@ class PathFinder:
logger.debug(f' Net {net_id} used Warm Start path.')
else:
# Standard Routing Logic
target_coll_model = self.router.config.bend_collision_type
target_coll_model = self.context.config.bend_collision_type
coll_model = target_coll_model
skip_cong = False
if self.use_tiered_strategy and iteration == 0:
@ -266,21 +276,24 @@ class PathFinder:
if target_coll_model == "arc":
coll_model = "clipped_bbox"
base_node_limit = self.router.config.node_limit
base_node_limit = self.context.config.node_limit
current_node_limit = base_node_limit
if net_id in results and not results[net_id].reached_target:
current_node_limit = base_node_limit * (iteration + 1)
net_start = time.monotonic()
original_limit = self.router.node_limit
self.router.node_limit = current_node_limit
path = self.router.route(start, target, width, net_id=net_id, bend_collision_type=coll_model, return_partial=True, store_expanded=store_expanded, skip_congestion=skip_cong, self_collision_check=(net_id in needs_sc))
path = route_astar(
start, target, width, context=self.context, metrics=self.metrics,
net_id=net_id, bend_collision_type=coll_model, return_partial=True,
store_expanded=store_expanded, skip_congestion=skip_cong,
self_collision_check=(net_id in needs_sc),
node_limit=current_node_limit
)
if store_expanded and self.router.last_expanded_nodes:
self.accumulated_expanded_nodes.extend(self.router.last_expanded_nodes)
if store_expanded and self.metrics.last_expanded_nodes:
self.accumulated_expanded_nodes.extend(self.metrics.last_expanded_nodes)
self.router.node_limit = original_limit
logger.debug(f' Net {net_id} routed in {time.monotonic() - net_start:.4f}s using {coll_model}')
if path:
@ -346,6 +359,7 @@ class PathFinder:
if collision_count > 0:
any_congestion = True
logger.debug(f' Net {net_id}: reached={reached}, collisions={collision_count}')
results[net_id] = RoutingResult(net_id, path, (reached and collision_count == 0), collision_count, reached_target=reached)
else:
results[net_id] = RoutingResult(net_id, [], False, 0, reached_target=False)

View file

@ -3,7 +3,7 @@ from inire.geometry.primitives import Port
from inire.geometry.collision import CollisionEngine
from inire.router.danger_map import DangerMap
from inire.router.cost import CostEvaluator
from inire.router.astar import AStarRouter
from inire.router.astar import AStarContext, AStarMetrics
from inire.router.pathfinder import PathFinder
def benchmark_scaling() -> None:
@ -26,8 +26,9 @@ def benchmark_scaling() -> None:
danger_map = DangerMap(bounds=routing_bounds)
danger_map.precompute([])
evaluator = CostEvaluator(engine, danger_map)
router = AStarRouter(evaluator)
pf = PathFinder(router, evaluator)
context = AStarContext(evaluator)
metrics = AStarMetrics()
pf = PathFinder(context, metrics)
num_nets = 50
netlist = {}
@ -45,7 +46,7 @@ def benchmark_scaling() -> None:
print(f"Time per net: {total_time/num_nets:.4f} s")
if total_time > 0:
nodes_per_sec = router.total_nodes_expanded / total_time
nodes_per_sec = metrics.total_nodes_expanded / total_time
print(f"Node expansion rate: {nodes_per_sec:.2f} nodes/s")
# Success rate

View file

@ -3,7 +3,7 @@ from shapely.geometry import Polygon
from inire.geometry.collision import CollisionEngine
from inire.geometry.primitives import Port
from inire.router.astar import AStarRouter
from inire.router.astar import AStarContext, route_astar
from inire.router.cost import CostEvaluator
from inire.router.danger_map import DangerMap
from inire.router.pathfinder import RoutingResult
@ -19,10 +19,10 @@ def basic_evaluator() -> CostEvaluator:
def test_astar_straight(basic_evaluator: CostEvaluator) -> None:
router = AStarRouter(basic_evaluator, snap_size=1.0)
context = AStarContext(basic_evaluator, snap_size=1.0)
start = Port(0, 0, 0)
target = Port(50, 0, 0)
path = router.route(start, target, net_width=2.0)
path = route_astar(start, target, net_width=2.0, context=context)
assert path is not None
result = RoutingResult(net_id="test", path=path, is_valid=True, collisions=0)
@ -35,11 +35,11 @@ def test_astar_straight(basic_evaluator: CostEvaluator) -> None:
def test_astar_bend(basic_evaluator: CostEvaluator) -> None:
router = AStarRouter(basic_evaluator, snap_size=1.0, bend_radii=[10.0])
context = AStarContext(basic_evaluator, snap_size=1.0, bend_radii=[10.0])
start = Port(0, 0, 0)
# 20um right, 20um up. Needs a 10um bend and a 10um bend.
target = Port(20, 20, 0)
path = router.route(start, target, net_width=2.0)
path = route_astar(start, target, net_width=2.0, context=context)
assert path is not None
result = RoutingResult(net_id="test", path=path, is_valid=True, collisions=0)
@ -56,11 +56,10 @@ def test_astar_obstacle(basic_evaluator: CostEvaluator) -> None:
basic_evaluator.collision_engine.add_static_obstacle(obstacle)
basic_evaluator.danger_map.precompute([obstacle])
router = AStarRouter(basic_evaluator, snap_size=1.0, bend_radii=[10.0])
router.node_limit = 1000000 # Give it more room for detour
context = AStarContext(basic_evaluator, snap_size=1.0, bend_radii=[10.0], node_limit=1000000)
start = Port(0, 0, 0)
target = Port(60, 0, 0)
path = router.route(start, target, net_width=2.0)
path = route_astar(start, target, net_width=2.0, context=context)
assert path is not None
result = RoutingResult(net_id="test", path=path, is_valid=True, collisions=0)
@ -72,11 +71,11 @@ def test_astar_obstacle(basic_evaluator: CostEvaluator) -> None:
def test_astar_snap_to_target_lookahead(basic_evaluator: CostEvaluator) -> None:
router = AStarRouter(basic_evaluator, snap_size=1.0)
context = AStarContext(basic_evaluator, snap_size=1.0)
# Target is NOT on 1um grid
start = Port(0, 0, 0)
target = Port(10.1, 0, 0)
path = router.route(start, target, net_width=2.0)
path = route_astar(start, target, net_width=2.0, context=context)
assert path is not None
result = RoutingResult(net_id="test", path=path, is_valid=True, collisions=0)

View file

@ -3,7 +3,7 @@ from shapely.geometry import Polygon
from inire.geometry.collision import CollisionEngine
from inire.geometry.primitives import Port
from inire.router.astar import AStarRouter
from inire.router.astar import AStarContext, route_astar
from inire.router.cost import CostEvaluator
from inire.router.danger_map import DangerMap
from inire.router.pathfinder import PathFinder
@ -19,12 +19,12 @@ def basic_evaluator() -> CostEvaluator:
def test_astar_sbend(basic_evaluator: CostEvaluator) -> None:
router = AStarRouter(basic_evaluator, snap_size=1.0, sbend_offsets=[2.0, 5.0])
context = AStarContext(basic_evaluator, snap_size=1.0, sbend_offsets=[2.0, 5.0])
# Start at (0,0), target at (50, 2) -> 2um lateral offset
# This matches one of our discretized SBend offsets.
start = Port(0, 0, 0)
target = Port(50, 2, 0)
path = router.route(start, target, net_width=2.0)
path = route_astar(start, target, net_width=2.0, context=context)
assert path is not None
# Check if any component in the path is an SBend
@ -39,9 +39,9 @@ def test_astar_sbend(basic_evaluator: CostEvaluator) -> None:
def test_pathfinder_negotiated_congestion_resolution(basic_evaluator: CostEvaluator) -> None:
router = AStarRouter(basic_evaluator, snap_size=1.0, bend_radii=[5.0, 10.0])
context = AStarContext(basic_evaluator, snap_size=1.0, bend_radii=[5.0, 10.0])
# Increase base penalty to force detour immediately
pf = PathFinder(router, basic_evaluator, max_iterations=10, base_congestion_penalty=1000.0)
pf = PathFinder(context, max_iterations=10, base_congestion_penalty=1000.0)
netlist = {
"net1": (Port(0, 0, 0), Port(50, 0, 0)),

View file

@ -4,7 +4,7 @@ import numpy
from inire.geometry.primitives import Port
from inire.geometry.collision import CollisionEngine
from inire.router.cost import CostEvaluator
from inire.router.astar import AStarRouter
from inire.router.astar import AStarContext
from inire.router.pathfinder import PathFinder
from inire.router.danger_map import DangerMap
@ -24,12 +24,8 @@ def test_failed_net_visibility():
evaluator = CostEvaluator(engine, dm)
# 2. Configure Router with low limit to FORCE failure
# node_limit=5 is extremely low, likely allowing only a few moves.
# node_limit=10 is extremely low, likely allowing only a few moves.
# Start (0,0) -> Target (100,0) is 100um away.
# If snap is 1.0, direct jump S100 might be tried.
# If direct jump works, it might succeed in 1 expansion.
# So we need to block the direct jump or make the limit VERY small (0?).
# Or place a static obstacle that forces a search.
# Let's add a static obstacle that blocks the direct path.
from shapely.geometry import box
@ -38,11 +34,11 @@ def test_failed_net_visibility():
# With obstacle, direct jump fails. A* must search around.
# Limit=10 should be enough to fail to find a path around.
router = AStarRouter(evaluator, node_limit=10)
context = AStarContext(evaluator, node_limit=10)
# 3. Configure PathFinder
# max_iterations=1 because we only need to check the state after the first attempt.
pf = PathFinder(router, evaluator, max_iterations=1, warm_start=None)
pf = PathFinder(context, max_iterations=1, warm_start=None)
netlist = {
"net1": (Port(0, 0, 0), Port(100, 0, 0))

View file

@ -6,7 +6,7 @@ from shapely.geometry import Polygon
from inire.geometry.collision import CollisionEngine
from inire.geometry.primitives import Port
from inire.router.astar import AStarRouter
from inire.router.astar import AStarContext, route_astar
from inire.router.cost import CostEvaluator
from inire.router.danger_map import DangerMap
from inire.router.pathfinder import RoutingResult
@ -41,13 +41,12 @@ def test_fuzz_astar_no_crash(obstacles: list[Polygon], start: Port, target: Port
danger_map.precompute(obstacles)
evaluator = CostEvaluator(engine, danger_map)
router = AStarRouter(evaluator)
router.node_limit = 5000 # Lower limit for fuzzing stability
context = AStarContext(evaluator, node_limit=5000) # Lower limit for fuzzing stability
# Check if start/target are inside obstacles (safety zone check)
# The router should handle this gracefully (either route or return None)
try:
path = router.route(start, target, net_width=2.0)
path = route_astar(start, target, net_width=2.0, context=context)
# Analytic Correctness: if path is returned, verify it's collision-free
if path:

View file

@ -2,7 +2,7 @@ import pytest
from inire.geometry.collision import CollisionEngine
from inire.geometry.primitives import Port
from inire.router.astar import AStarRouter
from inire.router.astar import AStarContext
from inire.router.cost import CostEvaluator
from inire.router.danger_map import DangerMap
from inire.router.pathfinder import PathFinder
@ -17,8 +17,8 @@ def basic_evaluator() -> CostEvaluator:
def test_pathfinder_parallel(basic_evaluator: CostEvaluator) -> None:
router = AStarRouter(basic_evaluator)
pf = PathFinder(router, basic_evaluator)
context = AStarContext(basic_evaluator)
pf = PathFinder(context)
netlist = {
"net1": (Port(0, 0, 0), Port(50, 0, 0)),

View file

@ -1,7 +1,7 @@
from inire.geometry.collision import CollisionEngine
from inire.geometry.components import Bend90
from inire.geometry.primitives import Port
from inire.router.astar import AStarRouter
from inire.router.astar import AStarContext
from inire.router.cost import CostEvaluator
from inire.router.danger_map import DangerMap
from inire.router.pathfinder import PathFinder
@ -29,8 +29,8 @@ def test_locked_paths() -> None:
danger_map = DangerMap(bounds=(0, -50, 100, 50))
danger_map.precompute([])
evaluator = CostEvaluator(engine, danger_map)
router = AStarRouter(evaluator, bend_radii=[5.0, 10.0])
pf = PathFinder(router, evaluator)
context = AStarContext(evaluator, bend_radii=[5.0, 10.0])
pf = PathFinder(context)
# 1. Route Net A
netlist_a = {"netA": (Port(0, 0, 0), Port(50, 0, 0))}