ChengyiX's picture
Publish KLIK real-agent Coder390 and TURBO-Fable replacement study with all failures
dbbcf1a verified
Raw History Blame Contribute Delete
3.21 kB
"""Render paper figures and tables directly from the public numerical ledger."""
from pathlib import Path
import json
import matplotlib
matplotlib.use('Agg')
import matplotlib.pyplot as plt
ROOT=Path(__file__).resolve().parents[1]
rows=json.loads((ROOT/'results/processed/runs.json').read_text())['runs']
labels={
'ornith-normal-thinking-repair':'Ornith normal',
'ornith-uncensored-thinking-repair':'Ornith abliterated',
'coder390-none-0-repair':'Coder390: none / b11036',
'coder390-mtp-4-repair':'Coder390: MTP4 / b11036',
'coder390-mtp-4-wired-repair':'Coder390: MTP4 / residency',
'coder390-mtp-4-b11538-repair':'Coder390: MTP4 / b11538',
'coder390-dflash-0-repair':'Coder390: DFlash2 / Splash',
'fable-mtp-4-repair':'Fable: MTP4 / b11036',
'fable-mtp-2-b11538-repair':'Fable: MTP2 / b11538',
'fable-none-0-b11538-repair':'Fable: none / b11538'}
order=list(labels);byid={r['run_id']:r for r in rows};ordered=[byid[n] for n in order]
plt.rcParams.update({'font.size':9,'axes.spines.top':False,'axes.spines.right':False,'pdf.fonttype':42})
fig,ax=plt.subplots(figsize=(8.6,4.4))
colors=['#1f4e79' if r['run_id'].startswith('ornith') else '#b7443d' if not r['completed'] else '#cb983b' for r in ordered]
y=list(range(len(ordered)));ax.barh(y,[r['elapsed_s'] for r in ordered],color=colors)
ax.set_yticks(y,[labels[r['run_id']] for r in ordered]);ax.invert_yaxis();ax.set_xlabel('Whole-task elapsed (seconds)');ax.set_xlim(0,1080)
for i,r in enumerate(ordered):ax.text(r['elapsed_s']+10,i,f"{r['elapsed_s']:.0f}s"+(' · timeout' if not r['completed'] else ''),va='center',fontsize=8)
ax.axvline(900,color='#777',linestyle='--',linewidth=.8);fig.tight_layout();fig.savefig(ROOT/'paper/figures/task-wall.pdf');fig.savefig(ROOT/'paper/figures/task-wall.png',dpi=180);plt.close(fig)
completed=[r for r in ordered if r['completed']]
fig,ax=plt.subplots(figsize=(8.6,3.3));positions=list(range(len(completed)));width=.36
ax.bar([p-width/2 for p in positions],[r['visible_stream_tps'] for r in completed],width,label='Visible streaming',color='#1f4e79')
ax.bar([p+width/2 for p in positions],[r['visible_cycle_tps'] for r in completed],width,label='Visible / full final-cycle time',color='#cb983b')
ax.set_xticks(positions,[labels[r['run_id']].replace(': ','\n') for r in completed],fontsize=8)
ax.set_ylabel('Visible tokens/s');ax.axhline(20,color='#777',linestyle='--',linewidth=.8);ax.legend(frameon=False);fig.tight_layout();fig.savefig(ROOT/'paper/figures/visible-rates.pdf');fig.savefig(ROOT/'paper/figures/visible-rates.png',dpi=180);plt.close(fig)
with (ROOT/'paper/results-table.tex').open('w') as f:
for r in ordered:
elapsed=f"{r['elapsed_s']:.2f}"
stream=f"{r['visible_stream_tps']:.2f}" if r['visible_stream_tps'] is not None else '--'
cycle=f"{r['visible_cycle_tps']:.2f}" if r['visible_cycle_tps'] is not None else '--'
outcome='Pass' if r['repair_verified'] and r['completed'] else 'Timeout'
name=labels[r['run_id']].replace('/','/')
f.write(f'{name} & {elapsed} & {r["initial_ttft_s"]:.2f} & {stream} & {cycle} & {outcome}\\\\\n')
with (ROOT/'paper/results-table.tex').open('a') as f:f.write('\\bottomrule\n')
print('Rendered two figures and numerical table from all ten runs.')