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50 lines
1.4 KiB
50 lines
1.4 KiB
6 years ago
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import argparse
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import logging
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import sys
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import traceback
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import operator
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import numpy as np
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from fastText import load_model
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from .encode import encode_contract, load_contracts
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from .cache import load_cache, save_cache
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from .similarity import similarity
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logger = logging.getLogger("crytic-pred")
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def test(args):
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try:
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model = args.model
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model = load_model(model)
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filename = args.filename
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contract = args.contract
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fname = args.fname
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solc = args.solc
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infile = args.input
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ext = args.filter
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if filename is None or contract is None or fname is None or infile is None:
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logger.error('The test mode requires filename, contract, fname and input parameters.')
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sys.exit(-1)
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irs = encode_contract(filename,solc=solc)
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x = "-".join([filename,contract,fname])
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y = " ".join(irs[x])
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fvector = model.get_sentence_vector(y)
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cache = load_cache(infile, model, ext=ext, solc=solc)
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#save_cache("cache.npz", cache)
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r = dict()
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for x,y in cache.items():
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r[x] = similarity(fvector, y)
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r = sorted(r.items(), key=operator.itemgetter(1), reverse=True)
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for x,score in r[:10]:
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print(x,score)
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except Exception:
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logger.error('Error in %s' % args.filename)
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logger.error(traceback.format_exc())
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sys.exit(-1)
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