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SystemSimulationApp/app/simulation/native_codegen/extended.py
T

562 lines
32 KiB
Python

"""Static C lowering for the complete built-in component catalog.
Python constructs the graph and eliminates constant linear constraints once.
All thermodynamics, flow/stream closure and derivatives execute in the EXE.
"""
from __future__ import annotations
import json
from importlib import import_module
from .compiler import NativeCapabilityError, NativeProgram, _Groups, _number as num
from .contracts import SUPPORTED_VERSIONS
GAS_TYPES = {'amesim_pnch023', 'amesim_pnch012', 'amesim_pnl0001',
'amesim_pnl0002', 'amesim_pnl0003', 'cylinder', 'tank'}
NODES = {'amesim_pn3node2', 'amesim_p4node2', 'tee'}
RESISTORS = {'amesim_pnor001', 'amesim_pnvo001_fixed', 'amesim_pnvo001',
'amesim_pnl00r', 'pipe', 'orifice'}
def catalog_contracts():
from app.simulation.components.amesim.library import LIBRARY as a
from app.simulation.components.experimental.library import LIBRARY as e
result = {}
for entry in (*a.models, *e.models):
module, name = entry.split(':')
cls = getattr(import_module(module), name)
result[cls.MODEL_TYPE] = cls
return result
def linear_schedule(equations, unknowns, free_flows=()):
"""Eliminate constant coefficients; retain RHS expressions as C temporaries.
Exact pivot elimination avoids a numeric pseudoinverse and its tiny spurious
dependencies. Redundant rows are left to the nodal pressure closure.
"""
rows = [[dict(a), {i: 1.0}] for i, (a, _) in enumerate(equations)]
pivots = []
for key in unknowns:
found = next((i for i in range(len(pivots), len(rows)) if abs(rows[i][0].get(key, 0)) > 1e-14), None)
if found is None and key in free_flows:
# Ideal coupled pipe compliances have a redundant internal flow.
# Their total m/U derivative is distributed by physical volume.
index = len(equations)
equations.append(({key: 1.0}, '0.0'))
rows.append([{key: 1.0}, {index: 1.0}])
found = len(rows)-1
if found is None:
raise NativeCapabilityError(f'Underdetermined native connection constraint: {key}')
j = len(pivots)
rows[j], rows[found] = rows[found], rows[j]
a, b = rows[j]
pivot = a[key]
rows[j] = [{k: v/pivot for k, v in a.items()}, {k: v/pivot for k, v in b.items()}]
for i, (a, b) in enumerate(rows):
if i == j:
continue
scale = a.get(key, 0)
if not scale:
continue
for target, source in zip((a, b), rows[j]):
for k, v in source.items():
value = target.get(k, 0) - scale*v
if abs(value) < 1e-14:
target.pop(k, None)
else:
target[k] = value
pivots.append(key)
lines = [f'double b{i} = {expr};' for i, (_, expr) in enumerate(equations)
if any(i in rows[j][1] for j in range(len(pivots)))]
for j, key in enumerate(pivots):
expr = ' + '.join(f'({num(v)})*b{i}' for i, v in rows[j][1].items()) or '0.0'
lines.append(f'{key} = {expr};')
return lines
def compile_extended_program(network):
components = list(network.components.values())
contracts = catalog_contracts()
for c in components:
if type(c) is not contracts.get(c.model_type):
raise NativeCapabilityError(f'{c.name}: no native contract for {c.model_type} / {type(c).__name__}')
if c.MODEL_VERSION != SUPPORTED_VERSIONS.get(c.model_type):
raise NativeCapabilityError(f'{c.name}: native kernel version does not match the component contract')
variables = tuple(v for c in components for v in c.result_variable_metadata())
if not variables:
raise NativeCapabilityError('Simulation requires a runtime component; medium definitions alone have no outputs')
slots = {v.key: i for i, v in enumerate(variables)}
ports = {(c.name, p.name): p for c in components for p in c.active_port_definitions}
groups = _Groups(ports)
adjacent = {}
for edge in network.connections:
a, b = (p.key for p in edge.endpoints)
if edge.kind == 'physical':
adjacent[a], adjacent[b] = b, a
groups.union(a, b)
else:
source, target = (a, b) if ports[a].nominal_role == 'output' else (b, a)
adjacent[target] = source
for c in components:
for port in c.required_connection_ports:
if (c.name, port) not in adjacent:
raise NativeCapabilityError(f'{c.name}.{port}: unconnected required port')
names = [p.name for p in c.active_port_definitions]
if c.model_type in NODES | {'amesim_pnch023', 'amesim_pnch012', 'amesim_mecmas21', 'amesim_lmechn1'} or (c.model_type=='pipe' and c.lambda_darcy==0):
for p in names[1:]:
groups.union((c.name, names[0]), (c.name, p))
if c.model_type == 'amesim_pnrp17':
for a, b in [('port_2', 'port_5'), ('port_3', 'port_4')]:
groups.union((c.name, a), (c.name, b))
state_keys, initial, gas_initializers = [], [], []
states = {}
def add_states(c, fields, values):
for field, value in zip(fields, values):
states[c.name, field] = len(state_keys)
state_keys.append(f'{c.name}.{field}')
initial.append(float(value))
mass_groups = {}
for c in components:
if c.model_type in GAS_TYPES:
fields = ('m1', 'U1', 'm2', 'U2') if c.model_type == 'amesim_pnl0003' else ('m', 'U')
add_states(c, fields, [0.0]*len(fields))
elif c.model_type == 'amesim_mecmas21':
root = groups.find((c.name, 'port_1'))
mass_groups.setdefault(root, []).append(c)
if len(mass_groups[root]) == 1:
add_states(c, ('v', 'x'), (c.v0, c.x0))
else:
ref = mass_groups[root][0]
if abs(c.v0-ref.v0)>1e-10*max(abs(c.v0),1) or abs(c.x0-ref.x0)>1e-10*max(abs(c.x0),1):
raise NativeCapabilityError('Rigidly connected masses require consistent initial x/v')
for field in ('v', 'x'):
states[c.name, field] = states[ref.name, field]
if len(state_keys)>1024 or len(variables)>16384:
raise NativeCapabilityError('Native model exceeds the 1024-state / 16384-output resource limit')
# Algebraic models use an internal constant state; the public state map stays empty.
nstates = max(len(state_keys), 1)
if not initial:
initial = [0.0]
lines, declarations, breaks = [], [], []
assigned = set()
def w(c, field):
name = c if isinstance(c, str) else c.name
return f'w[{slots[name+"."+field]}]'
def put(c, field, expr, dest=None):
(lines if dest is None else dest).append(f'{w(c,field)} = {expr};')
assigned.add((c if isinstance(c,str) else c.name)+'.'+field)
def y(c, field):
return f'y[{states[c.name,field]}]'
def ep(c, port):
return c.name, port
def pnames(c):
return [p.name for p in c.active_port_definitions if p.domain == 'pneumatic']
def mnames(c):
return [p.name for p in c.active_port_definitions if p.domain == 'mechanical']
for c in components:
if c.model_type == 'amesim_mecmas21':
for f in ('v', 'x'):
put(c, f, y(c, f))
for name in mnames(c):
root = groups.find(ep(c, name))
if root not in mass_groups:
raise NativeCapabilityError(f'{c.name}.{name}: mechanical group has no inertia anchor')
mass = mass_groups[root][0]
for f in ('v', 'x'):
put(c, name+'.'+f, y(mass, f))
if c.model_type == 'amesim_step0':
put(c, 'y', f't < {num(c.time)} ? {num(c.initial)} : {num(c.final)}')
breaks.append(f'if(t < {num(c.time)}) result=fmin(result,{num(c.time)});')
elif c.model_type == 'amesim_ud00':
ident = 'signal_'+str(len(declarations))
declarations.append(f'static const double {ident}[24] = {{'+','.join(num(v) for vs in (c.starts,c.ends,c.durations) for v in vs)+'};')
args=f'{num(c.tstart)}, {c.nstages}, {int(c.iscyclic)}, {ident}'
put(c, 'y', f'native_signal(t, {args})')
breaks.append(f'result=fmin(result,native_signal_break(t,end,{args}));')
else:
continue
put(c, 'out.signal', w(c, 'y'))
for c in components:
for port in c.active_port_definitions:
if port.kind == 'signal' and port.nominal_role == 'input':
target = adjacent.get(ep(c, port.name))
if target:
expr = w(target[0], target[1]+'.signal')
elif c.model_type == 'amesim_pnvo001':
expr = num(c.opening0)
else:
raise NativeCapabilityError(f'{c.name}.{port.name}: signal input missing')
put(c, port.name+'.signal', expr)
media = {}
def medium(c):
m = c.medium
key = (getattr(m, 'SUBSTANCE_ID', None), getattr(m, 'PROPERTY_METHOD_ID', None),
m.R_gas, m.cp_ref, m.T_ref, m.cp_slope, m.viscosity_ref, m.viscosity_T_ref, m.sutherland_constant)
if key not in media:
if key[1] not in (None, 'ideal_gas', 'peng_robinson') or (key[1]=='peng_robinson' and key[0]!='helium'):
raise NativeCapabilityError(f'{c.name}: unsupported medium contract {key[:2]}')
ident = f'medium_{len(media)}'
declarations.append(f'static const NativeMedium {ident} = {{'+str(int(key[1]=='peng_robinson'))+','+','.join(num(v) for v in key[2:])+'};')
media[key]=ident
return '&'+media[key]
pistons = [c for c in components if c.model_type == 'amesim_pnrp17']
for c in pistons:
put(c, 'length', f'{num(c.x0)}+{w(c,"port_5.x")}-{w(c,"port_4.x")}')
put(c, 'volume', f'{num(c.effective_area)}*{w(c,"length")}')
put(c, 'volume_flow', f'{num(c.effective_area)}*({w(c,"port_5.v")}-{w(c,"port_4.v")})')
pneu = [endpoint for endpoint, port in ports.items() if port.domain == 'pneumatic']
pi = {endpoint: i for i, endpoint in enumerate(pneu)}
pgroups = list(dict.fromkeys(groups.find(endpoint) for endpoint in pneu))
pgi = {root: i for i, root in enumerate(pgroups)}
def p(c, name): return f'p[{pgi[groups.find(ep(c,name))]}]'
def q(c, name): return f'q[{pi[ep(c,name)]}]'
def h(c, name): return f'h[{pi[ep(c,name)]}]'
def hin(c, name, temperature=False):
other = adjacent[ep(c,name)]
obj = network.components[other[0]]
if temperature and obj.model_type in NODES-{'tee'}:
other = adjacent[(obj.name, 'port_2')]
return f'h[{pi[other]}]'
gases, anchor, port_gas, volume_rate = {}, {}, {}, {}
anchor_partitions = {}
gas_count = 0
for c in components:
if c.model_type not in GAS_TYPES:
continue
kind = c.model_type
if kind == 'amesim_pnch023':
volume, rate = num(c.cvol), '0.0'
elif kind == 'amesim_pnch012':
attached = [d for d in pistons if adjacent[ep(d,'port_1')][0] == c.name]
volume = num(c.cvol0+sum(c.external_volumes.values()))+''.join('+'+w(d,'volume') for d in attached)
put(c, 'vol', f'fmax({num(c.cvol0/100)}, {volume})')
rate = num(sum(c.external_volume_rates.values()))+''.join('+'+w(d,'volume_flow') for d in attached)
put(c, 'dvol', f'{w(c,"vol")} <= {num(c.cvol0/100)} ? 0.0 : ({rate})')
volume, rate = w(c,'vol'), w(c,'dvol')
elif kind in ('cylinder', 'tank'):
volume, rate = num(c.V), '0.0'
else:
volume, rate = num(c.volume), '0.0'
volume_rate[c.name] = rate
halves = (1,2) if kind == 'amesim_pnl0003' else (0,)
for half in halves:
suffix = str(half) if half else ''
gas = f'g[{gas_count}]';gas_count += 1
gases[c.name,half] = gas
V = num(c.compliance_volume) if half else volume
if half:
p0,T0=c.parameter_values[f'p{half}_0'],c.parameter_values[f'T{half}_0']
initial_volume=c.compliance_volume
else:
p0,T0=c.parameter_values['p0'],c.parameter_values['T0']
initial_volume=(max(c.cvol0+sum(c.external_volumes.values()),c.cvol0/100)
if kind=='amesim_pnch012' else
c.cvol if kind=='amesim_pnch023' else c.V if kind in ('cylinder','tank') else c.volume)
gas_initializers.append(f'if(!native_medium_init({medium(c)},{num(p0)},{num(T0)},{num(initial_volume)},{int(kind in ("cylinder","tank"))},&y[{states[c.name,"m"+suffix]}])) return 0;')
lines.append(f'if(!native_medium_gas({medium(c)}, {y(c,"m"+suffix)}, {y(c,"U"+suffix)}, {V}, &{gas})) return 0;')
for field in ('m', 'U'):
put(c, field+suffix, y(c, field+suffix))
for field in ('p','T','rho','u','h'):
put(c, field+suffix, gas+'.'+field)
anchored = pnames(c)
if kind == 'amesim_pnl0001': anchored=['port_2']
if kind == 'amesim_pnl0002': anchored=[]
if half: anchored=['port_'+suffix]
for name in anchored:
root=groups.find(ep(c,name))
anchor[root]=gas
partition=(c.name,half)
anchor_partitions.setdefault(root, {})[partition]=(c, float(c.compliance_volume if half else c.volume) if kind in ('amesim_pnl0001','amesim_pnl0003') else None)
for name in (['port_'+suffix] if half else pnames(c)):
port_gas[ep(c,name)]=gas
coupled=[]
project=[]
for root,partitions in anchor_partitions.items():
if len(partitions)<2: continue
if any(volume is None for _,volume in partitions.values()) or len({id(c.medium) for c,_ in partitions.values()})!=1:
raise NativeCapabilityError('Direct gas-storage coupling requires compatible fixed pipe compliances; insert a resistance between independent chambers')
offsets=[];volumes=[]
for (name,half),(c,volume) in partitions.items():
offsets.append(states[name,'m'+(str(half) if half else '')]);volumes.append(volume)
for prefix in ('p','T'):
values=[c.parameter_values[f'{prefix}{half}_0'] if half else getattr(c,prefix+'0')
for (_,half),(c,_) in partitions.items()]
if max(values)-min(values)>1e-9*max(1,*map(abs,values)):
raise NativeCapabilityError('Ideally coupled pipe compliances require consistent initial pressure and temperature')
total=sum(volumes)
project.append('{ double mass='+ '+'.join(f'y[{i}]' for i in offsets)+',energy='+ '+'.join(f'y[{i+1}]' for i in offsets)+';')
for i,volume in zip(offsets,volumes):
project += [f'projected[{i}]=mass*{num(volume/total)};projected[{i+1}]=energy*{num(volume/total)};']
project.append('}')
coupled.append((root,offsets,volumes))
for root, gas in anchor.items():
lines.append(f'p[{pgi[root]}]={gas}.p;')
default_h = next(iter(gases.values()))+'.h' if gases else '0.0'
for endpoint, idx in pi.items():
lines.append(f'h[{idx}]={port_gas.get(endpoint,default_h.removesuffix(".h"))}.h;' if endpoint in port_gas else f'h[{idx}]={default_h};')
for c in components:
if c.model_type in {'amesim_pnpl01','amesim_pnrp17'}:
# Closed-end ports retain their declared zero outflow enthalpy.
lines.append(f'{h(c,"port_1")}=0.0;')
flow_lines, flow_known, flow_eq = [], set(), []
def flow(c, name, expr):
target=q(c,name);flow_lines.append(f'{target}={expr};');flow_known.add(target)
def flow_equation(terms):
flow_eq.append(({q(c,name):coef for c,name,coef in terms},'0.0'))
for c in components:
kind=c.model_type
names=pnames(c)
if kind in RESISTORS or kind in NODES:
flow_equation([(c,name,1) for name in names])
if kind in {'amesim_pnpl01','amesim_pnrp17'}:
flow(c,'port_1','0.0')
if kind in RESISTORS:
a,b=names
pa,pb=p(c,a),p(c,b)
if kind=='pipe' and c.lambda_darcy==0:
# A zero-loss pipe is an ideal connection, whose flow is
# determined by the neighbouring constitutive equations.
continue
if kind=='orifice':
flow(c,a,f'{num(c.K_eff)}*copysign(sqrt(fabs({pa}-{pb})),{pa}-{pb})')
elif kind=='pipe':
resistance=c.lambda_darcy*c.L/c.D
flow(c,a,f'copysign(sqrt(fabs({pa}-{pb})*2*fmax(native_density({medium(c)},fmax(.5*({pa}+{pb}),1),{num(c.T0)}),1e-12)*{num(c.area*c.area/resistance)}),{pa}-{pb})')
elif kind=='amesim_pnl00r':
T=f'native_temperature_ph({medium(c)},fmax(fmax({pa},{pb}),1),{pa}>={pb}?{hin(c,a,True)}:{hin(c,b,True)})'
flow(c,a,f'native_pipe_flow({medium(c)},{pa},{pb},{T},{num(c.diam)},{num(c.le)},{num(c.rr)},0)')
else:
opening = w(c,'xv') if kind!='amesim_pnor001' else '1.0'
if kind!='amesim_pnor001':
value = f'fmax(0,fmin(1,{w(c,"res.signal")}))' if kind=='amesim_pnvo001' else num(c.opening)
put(c,'xv',value)
area = c.effective_cq*(c.effective_area if kind=='amesim_pnor001' else c.maximum_area)
flow_lines.append(f'if(!native_medium_orifice({medium(c)},{pa},{pb},{hin(c,a)},{hin(c,b)},{num(area)},{opening},&{q(c,a)},&{w(c,"cm")},&{w(c,"gasvel")})) return 0;')
flow_known.add(q(c,a));assigned.update((c.name+'.cm',c.name+'.gasvel'))
flow(c,b,f'-{q(c,a)}')
elif kind in ('amesim_pnl0001','amesim_pnl0002'):
gas=gases[c.name,0]
for name in (['port_1'] if kind.endswith('1') else names):
T=gas+'.T'
if kind.endswith('2'):
T=f'({p(c,name)}>{gas}.p?native_temperature_ph({medium(c)},fmax({p(c,name)},1),{hin(c,name,True)}):{gas}.T)'
flow(c,name,f'native_pipe_flow({medium(c)},{p(c,name)},{gas}.p,{T},{num(c.diam)},{num(c.le/(2 if kind.endswith("2") else 1))},{num(c.rr)},1)')
for edge in network.connections:
if edge.domain=='pneumatic':
flow_eq.append(({f'q[{pi[e.key]}]':1 for e in edge.endpoints},'0.0'))
unknownq=[f'q[{i}]' for i in range(len(pneu)) if f'q[{i}]' not in flow_known]
reduced=[]
for terms,rhs in flow_eq:
known=''.join(f'-({num(v)})*{k}' for k,v in terms.items() if k in flow_known)
reduced.append(({k:v for k,v in terms.items() if k not in flow_known},rhs+known))
free_flows={f'q[{pi[e]}]' for root,_,_ in coupled for e in pneu if groups.find(e)==root}
flow_lines += linear_schedule(reduced,unknownq,free_flows)
unknownp=[root for root in pgroups if root not in anchor]
residuals=[]
for root in unknownp:
terms=[f'q[{pi[e]}]' for e in pneu if groups.find(e)==root and f'q[{pi[e]}]' in flow_known]
if not terms:
raise NativeCapabilityError('Unanchored pneumatic pressure group has no constitutive flow relation')
residuals.append(' + '.join(terms))
# A monotone nodal mass-balance solve. This is an algebraic connection
# closure; the integration solver's Jacobian policy is unchanged.
pressure_lines=[]
if unknownp:
if not anchor:
raise NativeCapabilityError('Pneumatic pressure network has no storage pressure anchor')
pressure_lines += ['double plo=INFINITY,phi=0;', *[f'plo=fmin(plo,{g}.p);phi=fmax(phi,{g}.p);' for g in anchor.values()]]
pressure_lines += [f'p[{pgi[root]}]=.5*(plo+phi);' for root in unknownp]
pressure_lines += ['int pressure_ok=0;', 'for(int sweep=0;sweep<256;sweep++) {']
for root,expr in zip(unknownp,residuals):
pressure_lines += ['{ double lo=plo,hi=phi;', 'for(int bisect=0;bisect<48;bisect++) {',f'p[{pgi[root]}]=.5*(lo+hi);',
'if(!model_flows(p,h,g,w,q)) return 0;', f'if(({expr})>0) hi=p[{pgi[root]}];else lo=p[{pgi[root]}];','}}']
pressure_lines += ['if(!model_flows(p,h,g,w,q)) return 0;', 'double residual=0;', *[f'residual=fmax(residual,fabs({expr}));' for expr in residuals],
'if(residual<1e-11) { pressure_ok=1;break; }','}', 'if(!pressure_ok) return 0;']
else:
pressure_lines=['if(!model_flows(p,h,g,w,q)) return 0;']
stream_lines=[]
for c in components:
names=pnames(c);kind=c.model_type
if kind in {'amesim_pnpl01','amesim_pnrp17'}:
stream_lines.append(f'{h(c,"port_1")}={hin(c,"port_1")};')
elif kind in RESISTORS:
a,b=names
stream_lines += [f'{h(c,a)}={hin(c,b)};',f'{h(c,b)}={hin(c,a)};']
elif kind in NODES:
stream_lines += ['{ double total=0,energy=0,average=0;', *[f'if({q(c,name)}>1e-12) {{total+={q(c,name)};energy+={q(c,name)}*{hin(c,name)};}} average+={hin(c,name)};' for name in names]]
if kind=='tee':
stream_lines += [f'double mixed=total>1e-12?energy/total:average/{len(names)};', *[f'{h(c,name)}=mixed;' for name in names]]
else:
stream_lines += [f'double ref={hin(c,"port_2")},mixed=total>1e-12?energy/total:ref;', *[f'{h(c,name)}=ref;' for name in names if name!='port_2'],f'{h(c,"port_2")}=mixed;',f'if({q(c,"port_2")}<0) {{ double e=0,scale=0;',
*[f'e+={q(c,name)}*({q(c,name)}>1e-12?{hin(c,name)}:ref);scale+=fabs({q(c,name)});' for name in names if name!='port_2'],
f'double flow={q(c,"port_2")},transition=fmax(.05*scale,1e-12);',
'double inv=-flow>=transition?1/flow:flow*(2*transition*transition-flow*flow)/pow(transition,4);',
f'{h(c,"port_2")}=mixed-(e+flow*mixed)*inv;','}']
# Nodes expose their reference temperature as an output too.
if c.name+'.T' in slots:
raise NativeCapabilityError('Unexpected node temperature output contract')
stream_lines += ['}']
if pneu:
lines += ['int closure_ok=0;',f'for(int closure=0;closure<{max(64,4*len(pneu))};closure++) {{',f'double previous[{len(pneu)}];',f'for(int i=0;i<{len(pneu)};i++) previous[i]=h[i];',*pressure_lines,*stream_lines,
'double change=0;',f'for(int i=0;i<{len(pneu)};i++) change=fmax(change,fabs(h[i]-previous[i])/fmax(1,fabs(h[i])));',
'if(change<1e-12) {closure_ok=1;break;}','}', 'if(!closure_ok) return 0;', 'if(!model_flows(p,h,g,w,q)) return 0;']
for c in components:
for name in pnames(c):
for field,expr in [('p',p(c,name)),('m_flow',q(c,name)),('h_outflow',h(c,name))]:
put(c,name+'.'+field,expr)
# Mechanical force balance includes shared accelerations for rigid groups.
feq=[]
for edge in network.connections:
if edge.domain=='mechanical':
feq.append(({w(e.component,e.port+'.f'):1 for e in edge.endpoints},'0.0'))
for c in components:
kind=c.model_type
if kind=='amesim_forc':
put(c,'force',f'{num(c.direction)}*{w(c,"res.signal")}')
feq.append(({w(c,'port_2.f'):1},'-'+w(c,'force')))
elif kind=='amesim_f000':
feq.append(({w(c,'port_1.f'):1},'0.0'))
elif kind=='amesim_lstp00a':
put(c,'gap',f'{num(c.gap0)}+{w(c,"port_2.x")}-{w(c,"port_1.x")}')
put(c,'penetration',f'fmax(-{w(c,"gap")},0)')
put(c,'force',f'native_contact({w(c,"penetration")},{w(c,"port_1.v")}-{w(c,"port_2.v")},{num(c.kcont)},{num(c.rcont)},{num(c.Pdis)},{int(c.discContactOption)})')
feq += [({w(c,'port_1.f'):1},w(c,'force')),({w(c,'port_2.f'):1},'-'+w(c,'force'))]
elif kind=='amesim_pnrp17':
put(c,'pressure_force',f'({w(c,"port_1.p")}-101300)*{num(c.effective_area)}')
feq += [({w(c,'port_2.f'):1,w(c,'port_5.f'):1},'-'+w(c,'pressure_force')),({w(c,'port_3.f'):1,w(c,'port_4.f'):1},w(c,'pressure_force'))]
elif kind=='amesim_lmechn1':
feq.append(({w(c,name+'.f'):1 for name in mnames(c)},'0.0'))
elif kind=='amesim_mecmas21':
v,x=w(c,'v'),w(c,'x')
put(c,'Fvisc',f'-{num(c.rvisc)}*{v}' if c.use_friction else '0.0')
put(c,'Ffric',f'{v}>0?-{num(c.fcoul)}:({v}<0?{num(c.fcoul)}:0)' if c.use_friction else '0.0')
for field,penetration,velocity,suffix in [('Fmin',num(c.xmin)+'-'+x,'-'+v,'min'),('Fmax',x+'-'+num(c.xmax),v,'max')]:
expr=f'native_limit_force({penetration},{velocity},{num(getattr(c,"Kb"+suffix))},{num(getattr(c,"Db"+suffix))},{num(getattr(c,"Pd"+suffix))},{int(c.discContactOption)})' if int(c.stoptype)==2 else '0.0'
put(c,field,expr)
ref=mass_groups[groups.find(ep(c,'port_1'))][0]
extra=f'{w(c,"Fvisc")}+{w(c,"Ffric")}+{w(c,"Fmin")}-{w(c,"Fmax")}'
if c.use_friction: extra+=f'-{num(c.wind)}*{v}*fabs({v})'
feq.append(({w(c,'port_1.f'):1,w(c,'port_2.f'):1,w(ref,'a'):-c.mass},f'-({extra})'))
unknownf=[w(c,name+'.f') for c in components for name in mnames(c)]+[w(group[0],'a') for group in mass_groups.values()]
lines += linear_schedule(feq,unknownf)
for c in components:
for name in mnames(c): assigned.add(c.name+'.'+name+'.f')
if c.model_type=='amesim_lmechn1':
put(c,'tforce',' + '.join(w(c,name+'.f') for name in mnames(c)[:-1]))
stops=[]
for group in mass_groups.values():
ref=group[0];vi=states[ref.name,'v'];xi=states[ref.name,'x']
limits=[c for c in group if int(c.stoptype) in (1,3)]
lines += [f'dy[{vi}]={w(ref,"a")};dy[{xi}]={y(ref,"v")};']
if limits:
lower=max(c.xmin for c in limits);upper=min(c.xmax for c in limits)
if lower>upper or ref.x0<lower-1e-12 or ref.x0>upper+1e-12:
raise NativeCapabilityError('Inconsistent discrete endstop bounds or initial position')
restitution, thresholds = [], []
for parameter, bound in [('xmin',lower),('xmax',upper)]:
active=[c for c in limits if abs(getattr(c,parameter)-bound)<=1e-12*max(abs(bound),1)]
restitution.append(0 if any(int(c.stoptype)==1 for c in active) else min(c.restcoeff for c in active))
thresholds.append(max((c.restdvel for c in active if int(c.stoptype)==3),default=0))
stops.append((vi,lower,upper,*restitution,*thresholds))
lines.append(f'native_stop_motion({y(ref,"x")},{y(ref,"v")},{num(lower)},{num(upper)},&dy[{vi}],&dy[{xi}]);')
for c in group: put(c,'a',f'dy[{vi}]')
for c in components:
kind=c.model_type
if kind not in GAS_TYPES and kind!='amesim_pnl00r': continue
if kind in GAS_TYPES:
halves=(1,2) if kind=='amesim_pnl0003' else (0,)
center='0.0'
if kind=='amesim_pnl0003':
a,b=gases[c.name,1],gases[c.name,2]
center=w(c,'dmctr')
put(c,'dmctr',f'native_pipe_flow({medium(c)},{a}.p,{b}.p,{a}.p>={b}.p?{a}.T:{b}.T,{num(c.diam)},{num(c.le)},{num(c.rr)},3)')
for half in halves:
gas=gases[c.name,half];suffix=str(half) if half else ''
names=['port_'+suffix] if half else pnames(c)
mass=' + '.join(q(c,name) for name in names)
energy=' + '.join(f'{q(c,name)}*({q(c,name)}>0?{hin(c,name)}:{gas}.h)' for name in names)
if half:
sign='-' if half==1 else '+'
mass+=sign+center
energy+=f'{sign}{center}*({center}>0?{gases[c.name,1]}.h:{gases[c.name,2]}.h)'
heat='0.0'
if kind.startswith('amesim_pnch'):
heat=f'{num(c.kth*c.sth)}*({num(c.extemp)}-{gas}.T)-{gas}.p*({volume_rate[c.name]})'
elif kind.startswith('amesim_pnl') and int(c.mode)!=1:
temp=f'.5*({gases[c.name,1]}.T+{gases[c.name,2]}.T)' if half else gas+'.T'
heat=f'{num(c.kth*c.exchange_area/(2 if half else 1))}*({num(c.extemp)}-({temp}))'
lines += [f'dy[{states[c.name,"m"+suffix]}]={mass};',f'dy[{states[c.name,"U"+suffix]}]={energy}+({heat});']
if kind.startswith('amesim_pnl'):
diag=[]
if kind=='amesim_pnl0002':
gas=gases[c.name,0]
for name in pnames(c):
flow=q(c,name);pp=f'({flow}>=0?fmax({p(c,name)},1):fmax({gas}.p,1))'
temp=f'({flow}>=0?fmax(native_temperature_ph({medium(c)},{pp},{hin(c,name,True)}),1):{gas}.T)'
diag.append((flow,pp,temp,c.le/2,0))
elif kind=='amesim_pnl0003':
a,b=gases[c.name,1],gases[c.name,2];flow=w(c,'dmctr')
diag=[(flow,f'fmax(fmax({a}.p,{b}.p),1)',f'({flow}>=0?{a}.T:{b}.T)',c.le,1)]
else:
pa,pb=p(c,'port_1'),p(c,'port_2');pp=f'fmax(fmax({pa},{pb}),1)'
temp=gases[c.name,0]+'.T' if kind=='amesim_pnl0001' else f'fmax(native_temperature_ph({medium(c)},{pp},{pa}>={pb}?{hin(c,"port_1",True)}:{hin(c,"port_2",True)}),1)'
diag=[(q(c,'port_1'),pp,temp,c.le,0)]
lines.append('{ double d[4],acc[4]={0};')
for flow,pp,temp,length,diagnostic in diag:
lines.append(f'native_pipe_diagnostics({medium(c)},{flow},{pp},{temp},{num(c.diam)},{num(length)},{num(c.rr)},{diagnostic},d);')
if len(diag)>1: lines.append('d[2]=fabs(d[2]);')
lines.append('for(int i=0;i<4;i++) acc[i]+=d[i];')
for i,field in enumerate(('re','cm','v','ff')):
expr=f'acc[{i}]/{len(diag)}'
put(c,field,f'fmin({expr},64000000)' if field=='ff' else expr)
lines.append('}')
for _,offsets,volumes in coupled:
lines.append('{ double mass='+ '+'.join(f'dy[{i}]' for i in offsets)+',energy='+ '+'.join(f'dy[{i+1}]' for i in offsets)+';')
for i,volume in zip(offsets,volumes):
lines.append(f'dy[{i}]=mass*{num(volume/sum(volumes))};dy[{i+1}]=energy*{num(volume/sum(volumes))};')
lines.append('}')
missing=set(slots)-assigned
if missing: raise NativeCapabilityError(f'Native output mapping incomplete: {sorted(missing)}')
if not state_keys: lines.append('dy[0]=0;')
np,ng,nq=max(1,len(pgroups)),max(1,gas_count),max(1,len(pneu))
source='\n'.join(['#include "model.h"','#include <math.h>',*declarations,
f'const NativeStop model_stops[{max(1,len(stops))}] = {{'+(','.join('{'+str(s[0])+','+','.join(num(v) for v in s[1:])+'}' for s in stops) or '{0,0,0,0,0,0,0}')+'};',
'const double model_atol[NSTATES] = {'+','.join('1e-12' if k.endswith(('.v','.x')) else '1e-8' for k in state_keys or ['dummy'])+'};',
'const char *const model_output_keys[NOUTPUTS] = {'+(','.join(json.dumps(v.key,ensure_ascii=True) for v in variables) or '""')+'};',
'static int model_flows(const double *p,const double *h,const NativeGas *g,double *w,double *q) {',
'(void)p;(void)h;(void)g;(void)w;(void)q;',*flow_lines,'return 1;}',
'int model_init(double *y) {',*[f'y[{i}]={num(v)};' for i,v in enumerate(initial)],*gas_initializers,'return 1;}',
'int model_eval(double t,const double *y,double *dy,double *w) {',
*(['double projected[NSTATES];for(int i=0;i<NSTATES;i++) projected[i]=y[i];',*project,'y=projected;'] if project else []),
f'double p[{np}]={{0}},h[{nq}]={{0}},q[{nq}]={{0}};NativeGas g[{ng}];',
'(void)t;(void)y;(void)w;(void)p;(void)h;(void)q;(void)g;(void)model_flows;',*lines,
'for(int i=0;i<NSTATES;i++) if(!isfinite(dy[i])) return 0;',
'for(int i=0;i<NOUTPUTS;i++) if(!isfinite(w[i])) return 0;','return 1;}',
'double model_next_break(double t,double end) { double result=end;(void)t;',*breaks,'return result;}',''])
header=f'''#ifndef GENERATED_NATIVE_MODEL_H
#define GENERATED_NATIVE_MODEL_H
#include "kernels.h"
#define NSTATES {nstates}
#define NOUTPUTS {max(1,len(variables))}
#define NSTOPS {len(stops)}
extern const NativeStop model_stops[{max(1,len(stops))}];
extern const double model_atol[NSTATES];
extern const char *const model_output_keys[NOUTPUTS];
int model_init(double *y);
int model_eval(double t,const double *y,double *dy,double *w);
double model_next_break(double t,double end);
#endif
'''
return NativeProgram(source,header,tuple(state_keys),variables,tuple(sorted({c.model_type for c in components})))