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CelerisLab/tests/validation/uniform_srt_diagnostic/test_diagnostic.py
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Python

"""CPU-only synthetic diagnostic and source-contract tests; no simulation results."""
import json
from pathlib import Path
import sys
from tempfile import TemporaryDirectory
import unittest
import numpy as np
sys.path.insert(0,str(Path(__file__).resolve().parent))
import diagnose_uniform_srt as d
cfg,body,p,manifest=d.source_config(d.DEFAULT_SOURCE)
def fixture():
flags=np.ones((12,20),np.uint16)
flags[:,0]=2|0x20; flags[:,-1]=2|0x30
flags[[0,-1]]=2|0x10; flags[5,6]=2|0x40|0x200
g=np.full((9,12,20),1/9,np.float32)
macro=dict(rho=np.ones((12,20)),ux=np.zeros((12,20)),uy=np.zeros((12,20)))
params=dict(center=[6,5],radius=1,dx=.1,mean_speed=.01,diameter=80)
return g,macro,flags,params
def test_exact_config_and_source():
assert manifest['commit']=='9805383f9c50d867e8555471baf5dbda8333a652'
assert p['diameter']==80 and p['mean_speed']==.01 and p['nx']==1761 and p['ny']==330
assert cfg['method']['collision']=='SRT' and cfg['method']['ddf_shifting']
assert cfg['method']['outlet']['srt_neq_damp']==.5
assert np.isclose(3*p['viscosity']+.5,.524)
assert body['objects'][0]['center']==[160,160.5]
def test_inactive_nonfinite_does_not_fail():
g,m,f,p=fixture(); fluid,_=d.categories(f,p)
g[:,~fluid]=np.nan
for a in m.values(): a[~fluid]=np.nan
r=d.diagnose(g,m,np.zeros(2),f,p,1)
assert not r['physical_failure']
assert r['categories']['body_solid']['nonfinite_population_nodes']==1
assert r['categories']['outlet_ghost']['nodes']==10
assert r['categories']['inlet_ghost']['nodes']==10
json.dumps(r,allow_nan=False)
def test_population_macro_force_separate():
g,m,f,p=fixture(); g[4,6,17]=np.inf
r=d.diagnose(g,m,np.zeros(2),f,p,27)
assert r['physical_failure'] and r['physical_population_nonfinite']
assert not r['original_health_failure'] and not r['force_nonfinite']
assert r['first_physical_examples'][0]['category']=='outlet_near'
assert r['first_physical_examples'][0]['nonfinite_q']==[4]
assert r['first_physical_examples'][0]['populations'][4]=='+Inf'
json.dumps(r,allow_nan=False)
g,m,f,p=fixture(); m['ux'][6,10]=np.nan
r=d.diagnose(g,m,np.zeros(2),f,p,28)
assert r['physical_macro_nonfinite'] and not r['physical_population_nonfinite']
assert not r['force_nonfinite'] and r['original_health_failure']
g,m,f,p=fixture(); r=d.diagnose(g,m,np.array([np.nan,0]),f,p,29)
assert r['force_nonfinite'] and not r['physical_macro_nonfinite']
assert not r['first_physical_examples']
def test_original_safety_limits():
g,m,f,p=fixture(); m['rho'][5,7]=.49
r=d.diagnose(g,m,[0,0],f,p,1)
assert r['density_limit'] and r['first_physical_examples'][0]['category']=='body_near'
g,m,f,p=fixture(); m['ux'][6,10]=.2
assert d.diagnose(g,m,[0,0],f,p,1)['mach_limit']
def test_disjoint_complete_categories():
_,_,f,p=fixture(); fluid,masks=d.categories(f,p)
np.testing.assert_array_equal(sum(mask.astype(int) for mask in masks.values()),np.ones(f.shape))
physical=sum(masks[k].astype(int) for k in ('body_near','inlet_near','outlet_near','wall_near','bulk'))
np.testing.assert_array_equal(physical,fluid.astype(int))
def test_bounded_state_evidence():
g,m,f,p=fixture(); state=dict(raw=g.copy(),g=g,macro=m,step=1)
with TemporaryDirectory() as tmp:
dest=Path(tmp); size=d.save_states(dest,state,state,f,{'status':'synthetic_test'})
assert size<d.LIMIT_BYTES
with np.load(dest/'states.npz') as saved:
np.testing.assert_array_equal(saved['previous_raw_shifted'],g)
np.testing.assert_array_equal(saved['current_physical'],g)
assert sorted(x.name for x in dest.iterdir())==['diagnostics.json','states.npz']
actual_bytes=4*(9*330*1761*4)+(330*1761*2)+16
assert actual_bytes<d.LIMIT_BYTES-4*1024**2
def test_source_guard_and_deadline():
with TemporaryDirectory() as tmp:
with unittest.TestCase().assertRaises((ValueError,FileNotFoundError)):
d.source_config(Path(tmp))
with unittest.TestCase().assertRaises(TimeoutError): d.deadline_check(0)
def test_bodyless_selection_preserves_baseline():
from copy import deepcopy
baseline_config, baseline_body, baseline_parameters = deepcopy((cfg,body,p))
selected = d.select_body(body,True)
assert selected == {"objects": []}
assert (cfg,body,p) == (baseline_config,baseline_body,baseline_parameters)
assert d.select_body(body) == baseline_body
assert d.select_body(body) is not body
assert p['nx']==1761 and p['ny']==330 and p['mean_speed']==.01
assert np.isclose(3*p['viscosity']+.5,.524)
for invalid in ({"objects":[]},{"objects":body['objects']*2},
{"objects":[{"type":"other"}]}):
with unittest.TestCase().assertRaises(ValueError): d.select_body(invalid,True)
def test_absent_force_is_not_zero_or_read():
class FakeSimulation:
def __init__(self): self.calls=[]
def read_force(self,index):
self.calls.append(index)
return np.array([1.,2.],np.float32)
sim=FakeSimulation()
assert d.body_force(sim,{"objects":[]}) is None and not sim.calls
np.testing.assert_array_equal(d.body_force(sim,body),[1.,2.])
assert sim.calls==[0]
g,m,f,params=fixture()
report=d.diagnose(g,m,None,f,params,1)
assert report['force'] is None and not report['force_nonfinite']
m['ux'][3,1]=.2
assert d.diagnose(g,m,None,f,params,2)['physical_failure']
if __name__=='__main__':
result=unittest.TextTestRunner(verbosity=2).run(unittest.TestSuite(
unittest.FunctionTestCase(fn) for name,fn in sorted(globals().items()) if name.startswith('test_')))
raise SystemExit(not result.wasSuccessful())