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55acf7a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 | """512 reproducible ROM-labelled assembly cases; no claim of full-FE labels."""
from pathlib import Path
import json
import numpy as np
from assembly import load,solve
root=Path(__file__).resolve().parents[1];rng=np.random.default_rng(20261010)
catalog=json.loads((root/'web/data/catalog.json').read_text())['components'];cache={}
def get(kind,r,d,t):
id=f'{kind}-d{d:03d}-t{t:02d}-r{r:g}'
if id not in cache:cache[id]=load(root/'data/components'/id)
return cache[id]
rows=[]
for i in range(512):
family=['L','U','spatial','offset'][i%4];d=int(rng.choice([120,160,200,240]));t=int(rng.choice([4,6]));kinds=['straight','elbow','straight'] if family=='L' else ['straight','elbow','straight','elbow','straight']
chain=[get(k,float(rng.choice([3,5,8])) if k=='straight' else float(rng.choice([1.5,2,3])),d,t) for k in kinds]
# Match the compact :g component ID convention.
rolls=[0]*len(chain)
if family=='spatial':rolls[3]=np.pi/2
if family=='offset':rolls[3]=np.pi
supports=[{'node':0,'fixed':list(range(6))}];stype=['free','spring','guide','fixed'][(i//4)%4]
if stype=='spring':supports.append({'node':len(chain),'spring':[0,0,float(10**rng.uniform(4,6)),0,0,0]})
if stype=='guide':supports.append({'node':len(chain),'fixed':[2]})
if stype=='fixed':supports.append({'node':len(chain),'fixed':list(range(6))})
temp=float(rng.choice([0,25,50,100,150,200]));a=solve(chain,rolls=rolls,deltaT=temp,supports=supports,nmodes=3)
assert a['free_residual']<1e-7
row={'id':f'assembly-{i:04d}','family':family,'split':'heldout_spatial' if family=='spatial' else 'development','label_source':'solid_FE_component_ROM','component_ids':[c['spec']['id'] for c in chain],'rolls_rad':rolls,'supports':supports,'delta_temperature_K':temp,'gravity_m_s2':[0,0,-9.81],'port_displacements_SI':a['q'].tolist(),'fixed_reactions_SI':a['reaction'].tolist(),'frequencies_Hz':a['frequency'].tolist(),'centerline_m':[p.tolist() for p in a['paths']],'displacement_m':[p.tolist() for p in a['displacements']],'free_residual':a['free_residual']}
rows.append(row)
out=root/'data/assemblies';out.mkdir(exist_ok=True)
for split in ['development','heldout_spatial']:
(out/(split+'.jsonl')).write_text(''.join(json.dumps(r,separators=(',',':'))+'\n' for r in rows if r['split']==split))
print('512 ROM-labelled cases saved; held-out split is topology-based, not an accuracy claim.')
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