File size: 2,488 Bytes
eb131c2 |
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 |
import json
# inp_path = "/Users/zkcpku/Documents/seke/mywork/分块ROPE/openai_src/gen_out/openai_default_codesymbols_outputless100.jsonl.renew"
# inp_path is the parameter for script
import sys
# /Users/zkcpku/Documents/seke/pretrain/envAnalysis/
# python extract_funcs.py
# test_renew_dataset
def eval_codesymbols(inp_path):
with open(inp_path,'r') as f:
lines = f.readlines()
lines = [json.loads(x) for x in lines]
print("len(lines):",len(lines))
rst = {}
for i,l in enumerate(lines):
this_rst = {"true": [], "false": [], "acc": 0.0}
ground_output = l['output']
preds = l["out_str"]
metadata = l['metadata']
symbol_dict = metadata['symbol_dict']
symbol2location = {e['symbol']: e['location'] for e in symbol_dict}
for e in ground_output:
if e in preds:
this_rst["true"].append((e, symbol2location[e]))
else:
this_rst["false"].append((e, symbol2location[e]))
acc = len(this_rst["true"]) / (len(this_rst["true"]) + len(this_rst["false"]))
this_rst["acc"] = acc
rst[i] = this_rst
total_acc = sum([rst[i]["acc"] for i in rst]) / len(rst)
print(f"total acc: {total_acc}")
all_true = [rst[i]['true'] for i in range(len(rst))]
all_true = [e for ee in all_true for e in ee]
all_true_location = [e[1] for e in all_true]
all_false = [rst[i]['false'] for i in range(len(rst))]
all_false = [e for ee in all_false for e in ee]
all_false_location = [e[1] for e in all_false]
# print([len(rst[i]['false']) for i in range(len(rst))])
# import ipdb; ipdb.set_trace()
print(max(all_true_location), min(all_true_location), max(all_false_location), min(all_false_location))
# each 1000 is a range, count acc
# 0-1000 1000-2000 2000-3000 3000-4000 4000-5000 5000-6000 6000-7000 7000-8000 8000-9000 9000-10000
for i in range(20):
this_true = [e for e in all_true_location if e >= i*1000 and e < (i+1)*1000]
this_false = [e for e in all_false_location if e >= i*1000 and e < (i+1)*1000]
if len(this_true) + len(this_false) == 0:
this_acc = 0
else:
this_acc = len(this_true) / (len(this_true) + len(this_false))
print(f"range {i*1000}-{(i+1)*1000} acc: {this_acc} true: {len(this_true)} false: {len(this_false)}")
if __name__ == "__main__":
args = sys.argv
inp_path = args[1]
eval_codesymbols(inp_path) |