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analyze_pretty_log.py
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import sys
import argparse
from tqdm import tqdm
parser = argparse.ArgumentParser(description=__doc__, formatter_class=argparse.ArgumentDefaultsHelpFormatter)
parser.add_argument('--unconstrained_output', default="./models/semi2_marginalsrl_iwcs_base_mergeconcat_semlink0_ep5_lr0000003_drop05_seed2_evalsemlink0_evalframe0")
parser.add_argument('--constrained_output', default="./models/semi2_marginalsrl_iwcs_base_mergeconcat_semlink0_ep5_lr0000003_drop05_seed2_evalsemlink1_evalframe0")
def load_quick_f1(path):
f1_map = {}
with open(path, 'r') as f:
for line in tqdm(f, desc=f'path'):
if line.strip() == '':
continue
parts = line.split('|||')
f1 = float(parts[0].strip())
ex_idx, v_idx = parts[1].strip().split(',')
ex_idx = int(ex_idx)
v_idx = int(v_idx)
f1_map[(ex_idx, v_idx)] = f1
return f1_map
def load_pretty_log(path):
log_map = {}
sent_map = {}
with open(path, 'r') as f:
blocks = f.read().split('\n\n')
for block in tqdm(blocks, desc=f'path'):
if block.strip() == '':
continue
lines = block.split('\n')
parts = lines[0].split('|||')
ex_idx = int(parts[0].strip())
ex_idx = int(ex_idx)
role_map = {}
for k, pred in enumerate(lines[1].strip().split()):
if pred != '-':
role_map[k] = lines[2:][len(role_map)]
log_map[ex_idx] = role_map
sent_map[ex_idx] = parts[1].strip()
return log_map, sent_map
def load_semlink(path, pretty_log_map):
log_map = {}
with open(path, 'r') as f:
blocks = f.read().split('\n\n')
for block in tqdm(blocks, desc=f'path'):
if block.strip() == '':
continue
lines = block.split('\n')
parts = lines[0].split('|||')
ex_idx = int(parts[0].strip())
ex_idx = int(ex_idx)
constr_map = {}
pretty_log = pretty_log_map[ex_idx]
assert(len(pretty_log) == len(lines[1:]))
for k, line in pretty_log.items():
constr_map[k] = lines[1:][len(constr_map)]
log_map[ex_idx] = constr_map
return log_map
def load_frame(path, pretty_log_map):
log_map = {}
with open(path, 'r') as f:
blocks = f.read().split('\n\n')
for block in tqdm(blocks, desc=f'path'):
if block.strip() == '':
continue
lines = block.split('\n')
lines = block.split('\n')
parts = lines[0].split('|||')
ex_idx = int(parts[0].strip())
ex_idx = int(ex_idx)
frame_log = {}
pretty_log = pretty_log_map[ex_idx]
assert(len(pretty_log) == len(lines[1:]))
for k, line in pretty_log.items():
frame_log[k] = lines[1:][len(frame_log)]
log_map[ex_idx] = frame_log
return log_map
def load_all_log(opt, log_name):
unconstrained_f1 = load_quick_f1(opt.unconstrained_output + f'.cross_crf_{log_name}_quick_f1.txt')
unconstrained_pred, sent_map = load_pretty_log(opt.unconstrained_output + f'.cross_crf_{log_name}_pretty_pred.txt')
unconstrained_gold, _ = load_pretty_log(opt.unconstrained_output + f'.cross_crf_{log_name}_pretty_gold.txt')
assert(len(unconstrained_pred) == len(unconstrained_gold))
constrained_f1 = load_quick_f1(opt.constrained_output + f'.cross_crf_{log_name}_quick_f1.txt')
constrained_pred, _ = load_pretty_log(opt.constrained_output + f'.cross_crf_{log_name}_pretty_pred.txt')
constrained_gold, _ = load_pretty_log(opt.constrained_output + f'.cross_crf_{log_name}_pretty_gold.txt')
assert(len(constrained_pred) == len(constrained_gold))
assert(len(unconstrained_f1) == len(constrained_f1))
return unconstrained_f1, constrained_f1, unconstrained_pred, constrained_pred, sent_map, constrained_gold
def main(args):
opt = parser.parse_args(args)
uncon_vn_f1, con_vn_f1, uncon_vn_pred, con_vn_pred, sent_map, vn_gold = load_all_log(opt, 'vn')
uncon_srl_f1, con_srl_f1, uncon_srl_pred, con_srl_pred, sent_map, srl_gold = load_all_log(opt, 'srl')
semlink = load_semlink(opt.unconstrained_output + '.cross_crf_pretty_semlink.txt', con_vn_pred)
frame = load_frame(opt.unconstrained_output + '.cross_crf_pretty_frame.txt', con_vn_pred)
f1_cnt_map = {k: {'same': 0, 'worse': 0, 'better': 0} for k in ['vn', 'srl']}
exact_cnt_map = {k: {'same': 0, 'diff': 0} for k in ['vn', 'srl']}
for ex_v_idx in con_vn_f1.keys():
ex_idx = ex_v_idx[0]
v_idx = ex_v_idx[1]
usrl_f1 = uncon_srl_f1[ex_v_idx]
usrl_pred = uncon_srl_pred[ex_idx]
srl_f1 = con_srl_f1[ex_v_idx]
srl_pred = con_srl_pred[ex_idx]
gsrl = srl_gold[ex_idx]
constr = semlink[ex_idx]
uvn_f1 = uncon_vn_f1[ex_v_idx]
uvn_pred = uncon_vn_pred[ex_idx]
vn_f1 = con_vn_f1[ex_v_idx]
vn_pred = con_vn_pred[ex_idx]
gvn = vn_gold[ex_idx]
if usrl_f1 == srl_f1:
f1_cnt_map['srl']['same'] += 1
elif usrl_f1 < srl_f1:
f1_cnt_map['srl']['better'] += 1
elif usrl_f1 > srl_f1:
f1_cnt_map['srl']['worse'] += 1
if uvn_f1 == vn_f1:
f1_cnt_map['vn']['same'] += 1
elif uvn_f1 < vn_f1:
f1_cnt_map['vn']['better'] += 1
elif uvn_f1 > vn_f1:
f1_cnt_map['vn']['worse'] += 1
usrl_roles = usrl_pred[v_idx]
srl_roles = srl_pred[v_idx]
gsrl_roles = gsrl[v_idx]
uvn_roles = uvn_pred[v_idx]
vn_roles = vn_pred[v_idx]
gvn_roles = gvn[v_idx]
cur_constr = constr[v_idx]
cur_frame = frame[ex_idx][v_idx]
if srl_f1 < 1:
print(f'>>>>>>>>>>>> {ex_idx} {v_idx}')
print(sent_map[ex_idx])
print('####### SRL')
print('U', usrl_roles)
print('C', srl_roles)
for k in range(6):
if srl_roles.count(f'(ARG{k}') > 1:
print('unique role violation!')
print('G', gsrl_roles)
print('C f1', srl_f1)
print('####### VN')
print('U', uvn_roles)
print('C', vn_roles)
print('G', gvn_roles)
print('C f1', vn_f1)
print('####### Semlink')
print(cur_constr)
print('####### Frame')
print(cur_frame)
exact_cnt_map["srl"]['diff'] += 1
else:
exact_cnt_map["srl"]['same'] += 1
if uvn_roles != vn_roles:
exact_cnt_map["vn"]['diff'] += 1
else:
exact_cnt_map["vn"]['same'] += 1
total_cnt = len(con_srl_f1)
print(f'vn f1 same {f1_cnt_map["vn"]["same"]}/{total_cnt}')
print(f'vn f1 worse {f1_cnt_map["vn"]["worse"]}/{total_cnt}')
print(f'vn f1 better {f1_cnt_map["vn"]["better"]}/{total_cnt}')
print(f'vn prediction same {exact_cnt_map["vn"]["same"]}')
print(f'vn prediction diff {exact_cnt_map["vn"]["diff"]}')
print(f'srl f1 same {f1_cnt_map["srl"]["same"]}/{total_cnt}')
print(f'srl f1 worse {f1_cnt_map["srl"]["worse"]}/{total_cnt}')
print(f'srl f1 better {f1_cnt_map["srl"]["better"]}/{total_cnt}')
print(f'srl prediction same {exact_cnt_map["srl"]["same"]}')
print(f'srl prediction diff {exact_cnt_map["srl"]["diff"]}')
if __name__ == '__main__':
sys.exit(main(sys.argv[1:]))