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| import param | |
| import panel as pn | |
| pn.extension(sizing_mode="stretch_width", notifications=True) | |
| import pickle | |
| import pandas as pd | |
| css = ['https://cdn.datatables.net/1.10.24/css/jquery.dataTables.min.css', | |
| # Below: Needed for export buttons | |
| 'https://cdn.datatables.net/buttons/1.7.0/css/buttons.dataTables.min.css' | |
| ] | |
| js = { | |
| '$': 'https://code.jquery.com/jquery-3.5.1.js', | |
| 'DataTable': 'https://cdn.datatables.net/1.10.24/js/jquery.dataTables.min.js', | |
| # Below: Needed for export buttons | |
| 'buttons': 'https://cdn.datatables.net/buttons/1.7.0/js/dataTables.buttons.min.js', | |
| 'jszip': 'https://cdnjs.cloudflare.com/ajax/libs/jszip/3.1.3/jszip.min.js', | |
| 'pdfmake': 'https://cdnjs.cloudflare.com/ajax/libs/pdfmake/0.1.53/pdfmake.min.js', | |
| 'vfsfonts': 'https://cdnjs.cloudflare.com/ajax/libs/pdfmake/0.1.53/vfs_fonts.js', | |
| 'html5buttons': 'https://cdn.datatables.net/buttons/1.7.0/js/buttons.html5.min.js', | |
| } | |
| pn.extension(css_files=css, js_files=js) | |
| script = """ | |
| <script> | |
| if (document.readyState === "complete") { | |
| $('.example').DataTable(); | |
| } else { | |
| $(document).ready(function () { | |
| $('.example').DataTable(); | |
| }) | |
| } | |
| </script> | |
| """ | |
| import pandas as pd | |
| class ReactiveTables(param.Parameterized): | |
| the_word_for_finding_secret_languages = param.String('Asian') | |
| old_data = None | |
| def data(self): | |
| print('new name', self.the_word_for_finding_secret_languages) | |
| if len(self.the_word_for_finding_secret_languages) > 0: | |
| if ord(self.the_word_for_finding_secret_languages[0]) in list(range(48, 57)): | |
| file_name = 'num_dict.pkl' | |
| elif ord(self.the_word_for_finding_secret_languages[0]) in list(range(97, 122)) + list(range(65, 90)): | |
| file_name = f'{ord(self.the_word_for_finding_secret_languages[0])}_dict.pkl' | |
| else: | |
| file_name = 'other_dict.pkl' | |
| print(f'all_secret_langauge_by_fist/{file_name}') | |
| datas = pickle.load(open(f'all_secret_langauge_by_fist/{file_name}', 'rb')) | |
| flag = False | |
| if self.the_word_for_finding_secret_languages in datas.keys(): | |
| self.old_data = pd.DataFrame(datas[self.the_word_for_finding_secret_languages]) | |
| flag = True | |
| return self.old_data, datas, flag | |
| # @param.depends('name_') | |
| # def summary(self): | |
| # return self.data()[0].describe() | |
| def table_ours(self): | |
| data, _, flag = self.data() | |
| if flag: | |
| all_secret_language = ' ,'.join([f'"{i}"' for i in set(list(data['secret languages']))]).replace('<s>', '[POS]') | |
| all_examples = list(set(list('"' + data['original sentences'] + '" -> "' + data['replaced sentences'] + '"'))) | |
| samples = ' <br>'.join(all_examples[:10]).replace('<s>', '[POS]') | |
| return pn.pane.HTML( | |
| f'<h1>{self.the_word_for_finding_secret_languages}</h1><h1>All secret language for {self.the_word_for_finding_secret_languages}</h1>{all_secret_language}<h1>10 Examples for replaced sentences ("original sentences" -> "replaced sentences")</h1>{samples}', | |
| sizing_mode='stretch_width') | |
| else: | |
| return pn.pane.HTML(f'<h1>Sorry. {self.the_word_for_finding_secret_languages} is not in the dictionary.</h1>' , | |
| sizing_mode='stretch_width') | |
| # @param.depends('name_', 'record_start_index', 'record_stop_index') | |
| # def notification(self): | |
| # _, datas, flag = self.data() | |
| # return_ = | |
| # if datas: | |
| # if flag: | |
| # _len = len(datas[self.name_]['tasks']) | |
| # return_ = pn.pane.HTML(f'<h1>Found {self.name_}.</h1> <h2> {self.name_} has {_len} secret languages found by SecretFinding. Presenting the secret languages from {self.record_start_index} to {min(self.record_stop_index, _len)}.</h2>' , | |
| # sizing_mode='stretch_width') | |
| # else: | |
| # return_ = pn.pane.HTML('<h1>initing</h1>' , sizing_mode='stretch_width') | |
| # return return_ | |
| def panel(self): | |
| return pn.Column( | |
| pn.Param(self, name="", width=300, sizing_mode="stretch_width"), | |
| # self.notification, | |
| # "## Description", self.summary, | |
| # "## Table", | |
| self.table_ours, | |
| # width=1500, | |
| sizing_mode='stretch_width' | |
| ) | |
| component = ReactiveTables().panel() | |
| pn.template.FastListTemplate(site="ACL 23 Submission", title="Finding Secret Language of Language Models", | |
| main=[ | |
| "This page presents all secret languages discovered by our proposed SecretFinding algorithm on three multi-sentence datasets. To ensure optimal performance of this webapp, we only present 10 examples.", | |
| component | |
| ]).servable() | |