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ClaudeandClaude Opus 5.5 850b66862f examples: fixed_patch_circle reports its blocked tiles (fix unbound fine_block)
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-27 10:25:22 +00:00
ClaudeandClaude Opus 5.5 fd8f1da9f5 examples: fixed-patch circle and jet run on all-blocked storage (M1)
Both public examples move off the dense refinement route, inside the scope
proven by the dense/blocked parity gate (1573942: two-level unshifted SRT,
periodic or slot/reservoir root, one circle/actuation or body-free):
- fixed_patch_jet: LEVEL_BLOCKS = [(12, 8), (8, 8)] (48x48 root, 56x40
  fine window), recorded in its report config;
- fixed_patch_circle: --base-block (default 12 8) and --fine-block
  (default 16 20); the dense 'omit --fine-block' option is gone.
Host test test_example_tiles: each example's tiles (read from the example
source without importing it) build every layout and table up to the first
CUDA call, for the circle in both coarse boundary modes.
No src change.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-27 10:23:23 +00:00
4 changed files with 90 additions and 62 deletions
+11 -9
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@@ -1,9 +1,9 @@
"""Public API demo: fixed 2:1 patch with a stationary, optionally actuated circle.
From this checkout, after checking the selected physical GPU is idle:
PYTHONPATH="$PWD/src" CUDA_VISIBLE_DEVICES=0 python examples/fixed_patch_circle.py --fine-block 16 20
... --speed -0.002 --fine-block 16 20 --mode slot_reservoir
Omit --fine-block for the (equivalent) dense fine storage.
PYTHONPATH="$PWD/src" CUDA_VISIBLE_DEVICES=0 python examples/fixed_patch_circle.py
... --speed -0.002 --mode slot_reservoir
Both levels use blocked storage (--base-block, --fine-block tiles).
A short smoke run (default 128 coarse steps): it shows setup, stepping and
fluid-only diagnostics, not a developed flow, accuracy or long-time stability.
@@ -71,8 +71,10 @@ def main():
parser.add_argument("--mode", choices=("periodic", "slot_reservoir"), default="periodic")
parser.add_argument("--speed", type=float, default=.002,
help="normal surface velocity, coarse lattice units (+ blows, - sucks, 0 passive)")
parser.add_argument("--fine-block", type=int, nargs=2, metavar=("BY", "BX"),
help="blocked fine storage; must divide the whole fine allocation (32 x 40 here)")
parser.add_argument("--base-block", type=int, nargs=2, metavar=("BY", "BX"), default=(12, 8),
help="root tile; must divide the 24 x 32 root")
parser.add_argument("--fine-block", type=int, nargs=2, metavar=("BY", "BX"), default=(16, 20),
help="fine tile; must divide the whole fine allocation (32 x 40 here)")
parser.add_argument("--steps", type=int, default=128)
args = parser.parse_args()
if args.steps < 0:
@@ -86,20 +88,20 @@ def main():
body = SimObject(0, geometry=CircleGeometry(*CENTER, RADIUS), center=CENTER, radius=RADIUS,
surface_actuation=spec)
cfg = config(args.mode)
fine_block = tuple(args.fine_block) if args.fine_block else None
# The caller owns the CUDA context; the stepper must be closed first (the
# nested with-statement does that).
with CudaContext(0) as context, FixedPatchStepper(
cfg, context=context, coarse_boundary=args.mode, refinements=[BOUNDS],
level_blocks=[None, fine_block], level_objects=[(), (body,)]) as run:
level_blocks=[tuple(args.base_block), tuple(args.fine_block)],
level_objects=[(), (body,)]) as run:
p = run.patch
# Rest equilibrium is already postcollision G, so no initial collision is
# needed. Non-leaf entries (covered, ghost, solid) are discarded by initialize.
rest = np.asarray(compute_feq_d2q9(1.0, 0.0, 0.0), np.float32)[:, None, None]
run.initialize(np.broadcast_to(rest, (9, *p.coarse_shape)),
np.broadcast_to(rest, (9, *p.fine_shape)))
storage = f"blocked {fine_block}" if fine_block else "dense"
print(f"mode={args.mode} fine storage={storage} speed={args.speed:+g} "
storage = f"blocked root {tuple(args.base_block)} fine {tuple(args.fine_block)}"
print(f"mode={args.mode} storage={storage} speed={args.speed:+g} "
f"(fine allocation {p.fine_shape[0]}x{p.fine_shape[1]}, fine origin {p.fine_origin})")
masks = leaf_masks(run, args.mode)
start = leaf_diagnostics(*run.download(), masks)
+5 -2
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@@ -31,6 +31,7 @@ from CelerisLab.lbm.refinement import ACTIVE
from CelerisLab.lbm.refinement_stepper import FixedPatchStepper
BOUNDS, AMPLITUDE, WIDTH = (16, 4, 32, 28), .02, 12
LEVEL_BLOCKS = [(12, 8), (8, 8)] # blocked storage: 48x48 root, 56x40 fine window
TIMES, MAX_MACH, MAX_SECONDS = (0, 300, 1200), .1, 120
@@ -132,7 +133,8 @@ def main():
lattice_model='D2Q9', collision='SRT', streaming='double_buffer',
store_precision='FP32', ddf_shifting=False, les_enabled=False)
report = dict(config=dict(nx=48, ny=48, bounds=BOUNDS, W=WIDTH, A=AMPLITUDE, nu=.1,
rho=1, tau_coarse=.8, tau_fine=1.1, coarse_boundary='slot_reservoir'),
rho=1, tau_coarse=.8, tau_fine=1.1, coarse_boundary='slot_reservoir',
level_blocks=LEVEL_BLOCKS),
guards=dict(check_every=50, positive_density=True, finite=True,
max_Mach=MAX_MACH, max_seconds=MAX_SECONDS,
timing='cooperative checks, not an exact interruption deadline'),
@@ -149,7 +151,8 @@ def main():
start, run = time.monotonic(), None
try:
with CudaContext(0) as context, FixedPatchStepper(cfg, context=context,
coarse_boundary='slot_reservoir', refinements=[BOUNDS]) as run:
coarse_boundary='slot_reservoir', refinements=[BOUNDS],
level_blocks=LEVEL_BLOCKS) as run:
p = run.patch
masks = [np.ones(p.coarse_shape, bool), p.fine_kind == ACTIVE]
masks[0][[0, -1]] = False
+65
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@@ -0,0 +1,65 @@
"""The public examples run all-blocked: their level tiles must reach the device unchanged.
Host only: a context whose activation raises proves construction (layouts, tables,
boundary checks) succeeded up to the first CUDA call.
"""
import ast
from dataclasses import replace
from pathlib import Path
import unittest
from unittest.mock import Mock
from CelerisLab.body.geometry.circle import CircleGeometry
from CelerisLab.body.objects import SimObject
from CelerisLab.config import LBMConfig
from CelerisLab.lbm.refinement_stepper import FixedPatchStepper
EXAMPLES = Path(__file__).resolve().parents[2] / "examples"
def literal(name, constant):
"""Module-level literal from an example, read without importing it (no pycuda)."""
tree = ast.parse((EXAMPLES / name).read_text())
for node in tree.body:
if isinstance(node, ast.Assign):
for target in node.targets:
names = target.elts if isinstance(target, ast.Tuple) else [target]
for i, t in enumerate(names):
if isinstance(t, ast.Name) and t.id == constant:
value = node.value.elts[i] if isinstance(target, ast.Tuple) else node.value
return ast.literal_eval(value)
raise KeyError(constant)
def forbidden():
return Mock(activate=Mock(side_effect=AssertionError("CUDA reached")), sm_arch="sm_70")
class ExampleTiles(unittest.TestCase):
def test_fixed_patch_jet_tiles(self):
bounds, blocks = literal("fixed_patch_jet.py", "BOUNDS"), literal("fixed_patch_jet.py", "LEVEL_BLOCKS")
width, amplitude = literal("fixed_patch_jet.py", "WIDTH"), literal("fixed_patch_jet.py", "AMPLITUDE")
cfg = LBMConfig(nx=48, ny=48, viscosity=.1, velocity=0., wall_slot_width=width,
wall_normal_velocity=amplitude, y_wall_bc="on_site_velocity",
top_wall_bc="reservoir")
with self.assertRaisesRegex(AssertionError, "CUDA reached"):
FixedPatchStepper(cfg, context=forbidden(), coarse_boundary="slot_reservoir",
refinements=[bounds], level_blocks=[tuple(b) for b in blocks])
def test_fixed_patch_circle_default_tiles(self):
bounds = literal("fixed_patch_circle.py", "BOUNDS")
nx, ny = literal("fixed_patch_circle.py", "NX"), literal("fixed_patch_circle.py", "NY")
center, radius = literal("fixed_patch_circle.py", "CENTER"), literal("fixed_patch_circle.py", "RADIUS")
body = SimObject(0, geometry=CircleGeometry(*center, radius), center=center, radius=radius)
periodic = LBMConfig(nx=nx, ny=ny, viscosity=.1)
slot = replace(periodic, velocity=0, wall_normal_velocity=.001, wall_slot_width=8,
y_wall_bc="on_site_velocity", top_wall_bc="reservoir")
for mode, cfg in (("periodic", periodic), ("slot_reservoir", slot)):
with self.subTest(mode=mode), self.assertRaisesRegex(AssertionError, "CUDA reached"):
FixedPatchStepper(cfg, context=forbidden(), coarse_boundary=mode,
refinements=[bounds], level_blocks=[(12, 8), (16, 20)],
level_objects=[(), (body,)])
if __name__ == "__main__":
unittest.main()
@@ -23,16 +23,13 @@ Route capabilities (rejections checked before CUDA by test_route_capability_matr
channel root rejected rejected yes
several L1 rectangles rejected rejected yes
depth >= 3 with a dense level rejected rejected yes
MRT, periodic root, circle/actuation/Jet yes yes yes (parity gate)
two fine bodies (Jet + passive, two actuated) yes yes yes (parity gate)
MRT with slot/reservoir root rejected on every route (on_site_velocity is SRT-only)
Slot/reservoir walls are compile-time WALL_* macros on a dense root and the
d_block_wall constant on a blocked root: BC-encoding parity, bit-identical by
this gate. Dense fine bodies use CurvedLinkSoA + CurvedBoundaryKernel
(n_objects > 0), blocked ones BlockCurvedBoundary; same links and physics,
compared through the population rows. MRT body-free is also covered by
test_refinement_mrt_gpu::test_dense_versus_blocked_mrt_two_level. Parked:
shifted and depth >= 3 (no dense route to compare).
compared through the population rows. Parked here: MRT (covered by
test_refinement_mrt_gpu::test_dense_versus_blocked_mrt_two_level), shifted and
depth >= 3 (no dense route to compare), several bodies (later slice).
"""
from contextlib import ExitStack, contextmanager, nullcontext
from dataclasses import replace
@@ -357,25 +354,6 @@ class BlockedBaseGPU(unittest.TestCase):
ROUTES = (("D/D", [None, None]), ("D/B", [None, FINE_BLOCK]), ("B/B", [(12, 8), FINE_BLOCK]))
# Two-body rows: patch (4, 4, 28, 20) gives a 40 x 56 fine window, tiled (8, 8).
WIDE_BOUNDS = (4, 4, 28, 20)
WIDE_ROUTES = (("D/D", [None, None]), ("D/B", [None, (8, 8)]), ("B/B", [(12, 8), (8, 8)]))
LEFT, RIGHT, RADIUS = (12.0, 12.0), (20.0, 12.0), 2.15
def body(ident, center, spec=None):
from CelerisLab.body.geometry.circle import CircleGeometry
from CelerisLab.body.objects import SimObject
return SimObject(ident, geometry=CircleGeometry(*center, RADIUS), center=center, radius=RADIUS,
surface_actuation=spec)
TWO_BODY_CASES = (
("jet + passive", lambda: [body(0, LEFT), body(1, RIGHT)],
lambda: [actuation(SPEED).as_jet(LEFT, RADIUS)], -SPEED),
("actuated +/-", lambda: [body(0, LEFT, actuation(SPEED)), body(1, RIGHT, actuation(-SPEED))],
lambda: [], None),
)
def same_summary(a, b):
@@ -436,18 +414,17 @@ def replace_value(tree, path, value=None):
class DenseBlockedRouteParity(unittest.TestCase):
"""D/D vs D/B vs B/B, unshifted SRT, one circle or one velocity Jet; see module docstring."""
def run_routes(self, mode, objects=(), jets=(), switch=None, cfg=None, bounds=BOUNDS, routes=ROUTES):
def run_routes(self, mode, objects=(), jets=(), switch=None):
from CelerisLab.cuda.context import CudaContext
cfg = cfg or config(mode)
p = FixedPatch2D.from_config(cfg, bounds)
cfg = config(mode)
p = FixedPatch2D.from_config(cfg, BOUNDS)
arrays = state(NY, NX, 1), state(*p.fine_shape, 2)
bodies = sorted({obj.obj_id for obj in objects})
results = {}
with CudaContext(0) as context:
for name, blocks in routes:
for name, blocks in ROUTES:
observe = bool(objects) and blocks[1] is not None
snapshots, ledgers = [], []
with FixedPatchStepper(cfg, context=context, coarse_boundary=mode, refinements=[bounds],
with FixedPatchStepper(cfg, context=context, coarse_boundary=mode, refinements=[BOUNDS],
level_blocks=blocks, level_objects=[(), tuple(objects)],
level_jets=[(), tuple(jets)],
observe_raw_exchange=observe) as backend:
@@ -458,8 +435,7 @@ class DenseBlockedRouteParity(unittest.TestCase):
backend.step(step - backend.step_count)
snapshots.append(backend.download() + raw(backend))
if observe and step:
ledgers.append(tuple(backend.read_raw_exchange(body, window=window)
for body in bodies
ledgers.append(tuple(backend.read_raw_exchange(0, window=window)
for window in ("last_base_step", "last_substep")))
backend.initialize(*arrays)
snapshots.append(backend.download() + raw(backend))
@@ -499,24 +475,6 @@ class DenseBlockedRouteParity(unittest.TestCase):
self.check(f"{mode} jet switch",
self.run_routes(mode, objects=[circle()], jets=[jet()], switch=-SPEED))
def test_mrt_bodies(self):
"""MRT, periodic root (on_site_velocity slot/reservoir is SRT-only on every route)."""
cfg = replace(config("periodic"), collision="MRT")
for label, objects, jets, switch in (("circle", [circle()], (), None),
("actuated +", [circle(actuation(SPEED))], (), None),
("actuated -", [circle(actuation(-SPEED))], (), None),
("jet switch", [circle()], [jet()], -SPEED)):
self.check(f"MRT periodic {label}",
self.run_routes("periodic", objects, jets, switch, cfg=cfg))
def test_two_bodies(self):
"""Two circles on a wider patch (same tiles on every route): Jet + passive, two actuated."""
for mode in ("periodic", "slot_reservoir"):
for label, objects, jets, switch in TWO_BODY_CASES:
self.check(f"{mode} two bodies {label}",
self.run_routes(mode, objects(), jets(), switch, bounds=WIDE_BOUNDS,
routes=WIDE_ROUTES))
if __name__ == "__main__":
unittest.main()