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How to use running_ids method in yandex-tank

Best Python code snippet using yandex-tank

conll2eval_nested.py

Source:conll2eval_nested.py

1#!/usr/bin/env python32# coding=utf-83#4# Copyright 2019 Institute of Formal and Applied Linguistics, Faculty of5# Mathematics and Physics, Charles University, Czech Republic.6#7# This Source Code Form is subject to the terms of the Mozilla Public8# License, v. 2.0. If a copy of the MPL was not distributed with this9# file, You can obtain one at http://mozilla.org/MPL/2.0/.10"""Creates an evaluation file with named entities.11Input: CoNLL file with linearized (encoded) nested named entity labels12delimited with |.13Output: One entity mention per line, two columns per line separated by table.14First column are entity mentino token ids separated by comma, second column is15a BIO or BILOU label.16The output can be then evaluated with compare_nested_entities.py.17""" 18import sys19COL_SEP = "\t"20def raw(label):21    return label[2:]22def flush(running_ids, running_forms, running_labels):23    for i in range(len(running_ids)):24        print(running_ids[i] + COL_SEP + running_labels[i] + COL_SEP + running_forms[i])25    return ([], [], [])26if __name__ == "__main__":27    i = 028    running_ids = []29    running_forms = []30    running_labels = []31    for line in sys.stdin:32        line = line.rstrip("\r\n")33        if not line: # flush entities34            (running_ids, running_forms, running_labels) = flush(running_ids, running_forms, running_labels)35        else:36            form , _, _, ne = line.split("\t")37            if ne == "O": # flush entities38                (running_ids, running_forms, running_labels) = flush(running_ids, running_forms, running_labels)39            else:40                labels = ne.split("|")41                for j in range(len(labels)): # for each label42                    label = labels[j]43                    if j < len(running_ids): # running entity44                        # previous running entity ends here, print and insert new entity instead45                        if label.startswith("B-") or label.startswith("U-") or running_labels[j] != raw(label):46                            print(running_ids[j] + COL_SEP + running_labels[j] + COL_SEP + running_forms[j])47                            running_ids[j] = str(i)48                            running_forms[j] = form49                        # entity continues, append ids and forms50                        else:51                            running_ids[j] += "," + str(i)52                            running_forms[j] += " " + form53                        running_labels[j] = raw(label)54                    else: # no running entities, new entity starts here, just append55                        running_ids.append(str(i))56                        running_forms.append(form)57                        running_labels.append(raw(label))58                        ...

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