File size: 5,446 Bytes
b47994e | 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 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 | #!/usr/bin/env python3
"""Compare NO-fill options for count/find using ONLY existing material.
Signature (asked-object):
count -> target_ref_folder ; find -> queried_ref_folder
Options:
B2 : YES cap 2, NO disjoint (asked-obj never a yes-target)
B3 : YES cap 3, NO disjoint
A : per-asked-object cap C over YES+NO COMBINED (NO may reuse a yes-target,
but total questions asking about any one object <= C). No disjoint rule.
Reports total reachable /150 and resulting diversity.
"""
import json, glob, os, sys
from collections import Counter, defaultdict
BANK="approved-questions/bank"
SRC={"count_v2":"rollouts/rollout_vlm_20260901_220948",
"find_v2":"rollouts/rollout_vlm_20260902_044842",
"qbank":"rollouts/rollout_vlm_20260827_231647"}
N=150
def qtype(q):
t=q.get("question_type")
return {"marked_comparison":"compare","counting":"count",
"existence":"find","under_object":"beneath"}.get(t,t)
def scene_folders(ep_dir):
sp=os.path.join(ep_dir,"scene_snapshot","scene_snapshot.json"); s=set()
if os.path.isfile(sp):
j=json.load(open(sp))
for o in (j.get("objects") or []):
if o.get("folder"): s.add(o["folder"])
return s
def approved_yes(ct):
rows=[]
for rj in sorted(glob.glob(f"{BANK}/ep_*/review.json")):
d=json.load(open(rj)); q=d.get("question") or {}
if qtype(q)!=ct: continue
if ct=="count":
if str(q.get("gt_answer"))=="0": continue
fol=q.get("target_ref_folder")
else:
if not str(q.get("gt_answer_text") or "").lower().startswith("y"): continue
fol=q.get("queried_ref_folder")
ep_dir=os.path.dirname(rj)
rows.append({"name":os.path.basename(ep_dir),"src":"approved","polarity":"yes",
"fol":fol,"scene":scene_folders(ep_dir)})
return rows
def available_no(ct):
rows=[]; seen=set()
for bank,rd in SRC.items():
if not os.path.isdir(rd): continue
for rj in glob.glob(os.path.join(rd,"ep_*/review.json"))+\
glob.glob(os.path.join(rd,"worker_*/ep_*/review.json")):
ep_dir=os.path.dirname(rj); nm=os.path.basename(ep_dir)
key=(bank,nm)
if key in seen: continue
try:d=json.load(open(rj))
except:continue
q=d.get("question") or {}
if qtype(q)!=ct: continue
if ct=="count":
if str(q.get("gt_answer"))!="0": continue
fol=q.get("target_ref_folder")
else:
if not str(q.get("gt_answer_text") or "").lower().startswith("n"): continue
fol=q.get("queried_ref_folder")
seen.add(key)
rows.append({"name":nm,"src":bank,"polarity":"no","fol":fol,
"scene":scene_folders(ep_dir)})
return rows
def marg(scene,g): return len(scene-g)
def cap_select(rows, need, cap, g, exclude_names=(), forbid=None, used0=None):
"""Round-robin over asked-obj, cap each, diversity tiebreak on scene folders.
forbid: set of asked-obj folders that may NOT be used at all."""
by=defaultdict(list)
for r in rows:
if not r["fol"]: continue
if forbid and r["fol"] in forbid: continue
by[r["fol"]].append(r)
used=Counter(used0 or {}); sel=[]; chosen=set(exclude_names)
for rnd in range(cap):
if len(sel)>=need: break
order=sorted(by, key=lambda k:(-max((marg(e["scene"],g) for e in by[k]
if e["name"] not in chosen),default=-1),str(k)))
progressed=False
for k in order:
if len(sel)>=need: break
if used[k]!=rnd: continue
pool=[e for e in by[k] if e["name"] not in chosen]
if not pool: continue
pool.sort(key=lambda e:(-marg(e["scene"],g),e["name"]))
e=pool[0]; sel.append(e); g|=e["scene"]; used[k]+=1
chosen.add(e["name"]); progressed=True
if not progressed: break
return sel, used
def run(ct, mode):
yes=approved_yes(ct); no=available_no(ct)
g=set()
if mode in ("B2","B3"):
yes_cap=2 if mode=="B2" else 3
ysel,_=cap_select(yes, N, yes_cap, g)
yes_objs={c["fol"] for c in ysel}
need=N-len(ysel)
nsel,_=cap_select(no, need, 2, g, forbid=yes_objs) # disjoint
else: # Option A: combined cap C=3 over yes+no, no disjoint
C=3
ysel,used=cap_select(yes, N, C, g)
yes_objs={c["fol"] for c in ysel}
need=N-len(ysel)
# continue capping across yes+no combined: pass used counts forward
nsel,_=cap_select(no, need, C, g, used0=used)
total=len(ysel)+len(nsel)
no_objs={c["fol"] for c in nsel}
all_objs=yes_objs|no_objs
return dict(ct=ct,mode=mode,yes=len(ysel),no=len(nsel),total=total,
yes_obj=len(yes_objs),no_obj=len(no_objs),all_obj=len(all_objs),
gscene=len(g))
print(f"{'type':6} {'mode':4} {'yes':>4} {'no':>4} {'total':>6} "
f"{'yes_obj':>8} {'no_obj':>7} {'asked_obj':>10} {'scene_folders':>14}")
for ct in ["count","find"]:
for mode in ["B2","B3","A"]:
r=run(ct,mode)
flag = "" if r["total"]>=N else f" SHORT {N-r['total']}"
print(f"{ct:6} {mode:4} {r['yes']:>4} {r['no']:>4} {r['total']:>6} "
f"{r['yes_obj']:>8} {r['no_obj']:>7} {r['all_obj']:>10} "
f"{r['gscene']:>14}{flag}")
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