KaneAI - World’s First E2E Software Testing Agent.Book a Demo Join TestMu Conference

How to use test_table_encoder method in autotest

Best Python code snippet using autotest_python

train_pairwise.py

Source:train_pairwise.py

...54    if config['use_in_domain_test']:55        print('Computing In-Domain Query Embeddings...')56        indomain_sample_info_dict = test_query_encoder(data['in_domain_test_batches'], query_embedding_step)57        print('Computing Train Table Embeddings...')58        train_index_to_vec, train_id_to_index = test_table_encoder(train_headers, train_table_words, train_all_num_cols,59                                                                   train_masks, train_table_ids, table_embedding_step)60        print('Indexing Train Table Embeddings...')61        index_embeddings(train_index_to_vec, train_index, dim)62    print('Computing Dev Query Embeddings...')63    dev_sample_info_dict = test_query_encoder(data['dev_samples_batches'], query_embedding_step)64    print('Computing Dev Table Embeddings...')65    dev_index_to_vec, dev_id_to_index = test_table_encoder(dev_headers, dev_table_words, dev_all_num_cols, dev_masks,66                                                           dev_table_ids, table_embedding_step)67    print('Indexing Dev Table Embeddings...')68    index_embeddings(dev_index_to_vec, dev_index, dim)69    print('Computing Test Query Embeddings...')70    test_sample_info_dict = test_query_encoder(data['test_samples_batches'], query_embedding_step)71    print('Computing Test Table Embeddings...')72    test_index_to_vec, test_id_to_index = test_table_encoder(test_headers, test_table_words, test_all_num_cols,73                                                             test_masks, test_table_ids, table_embedding_step)74    print('Indexing Test Table Embeddings...')75    index_embeddings(test_index_to_vec, test_index, dim)76    print('Logging Metrics...')77    p_req = config['find_p']78    if not os.path.exists(log_path):79        os.makedirs(log_path)80    log_file = open(os.path.join(log_path, str(epoch_num) + '.tsv'), 'w', encoding='utf8')81    log_file.write('Eval Set' + '\t' + 'MRR')82    for p in p_req:83        log_file.write('\tP@' + str(p))84    log_file.write('\n')85    if config['use_in_domain_test']:86        metrics_logger(indomain_sample_info_dict, train_id_to_index, train_index, dim, 'in_domain_test', p_req,...

csv_encoder_unittest.py

Source:csv_encoder_unittest.py

...33                                      ',col1/sub1,col1/sub2,col2/sub1',34                                      'row1,1 / 2,,',35                                      'row2,,,3 / 4 (5 incomplete)',36                                      '"comma,header",,,')37    def test_table_encoder(self):38        request = self._make_request('get_test_views', [['col1', 'Column 1'],39                                                        ['col2', 'Column 2']])40        response = [{'col1' : 'foo', 'col2' : 'bar'},41                    {'col1' : 'baz', 'col2' : 'asdf'}]42        self._encode_and_check_result(request, response,43                                      'Column 1,Column 2',44                                      'foo,bar',45                                      'baz,asdf')46    def test_grouped_table_encoder(self):47        request = self._make_request('get_group_counts',48                                     [['col1', 'Column 1'],49                                      ['group_count', 'Count in group']])50        response = {'header_values' : 'unused',51                    'groups' : [{'col1' : 'foo', 'group_count' : 1},...

prepro_ptrnet.py

Source:prepro_ptrnet.py

...26dev_index = os.path.join(config['index_dir'], config['dev_tables_index'])27print('Computing Dev Query Embeddings...')28dev_sample_info_dict = test_query_encoder(data['dev_samples_batches'], query_embedding_step)29print('Computing Dev Table Embeddings...')30dev_index_to_vec, dev_id_to_index = test_table_encoder(dev_headers, dev_table_words, dev_all_num_cols, dev_masks,31                                                       dev_table_ids, table_embedding_step)32index_embeddings(dev_index_to_vec, dev_index, dim)33print('Indexing Dev Table Embeddings...')34get_top_k_tables(dev_sample_info_dict, dev_id_to_index, dev_index, dim, k)35test_index = os.path.join(config['index_dir'], config['test_tables_index'])36print('Computing Test Query Embeddings...')37test_sample_info_dict = test_query_encoder(data['test_samples_batches'], query_embedding_step)38print('Computing Test Table Embeddings...')39test_index_to_vec, test_id_to_index = test_table_encoder(test_headers, test_table_words, test_all_num_cols, test_masks,40                                                         test_table_ids, table_embedding_step)41index_embeddings(test_index_to_vec, test_index, dim)42print('Indexing Test Table Embeddings...')43get_top_k_tables(test_sample_info_dict, test_id_to_index, test_index, dim, k)44train_index = os.path.join(config['index_dir'], config['train_tables_index'])45print('Computing Train Query Embeddings...')46train_sample_info_dict = test_query_encoder(data['train_samples_batches'], query_embedding_step)47print('Computing Train Table Embeddings...')48train_index_to_vec, train_id_to_index = test_table_encoder(train_headers, train_table_words, train_all_num_cols,49                                                           train_masks, train_table_ids, table_embedding_step)50index_embeddings(train_index_to_vec, train_index, dim)51print('Indexing Train Table Embeddings...')52get_top_k_tables(train_sample_info_dict, train_id_to_index, train_index, dim, k)53dev_batches = create_ptrnet_dataset(dev_sample_info_dict, batch_size)54test_batches = create_ptrnet_dataset(test_sample_info_dict, batch_size)55train_batches = create_ptrnet_dataset(train_sample_info_dict, batch_size)56all_data = {57    'train_batches': train_batches,58    'dev_batches': dev_batches,59    'test_batches': test_batches,60    'train_index_to_vec': train_index_to_vec,61    'dev_index_to_vec': dev_index_to_vec,62    'test_index_to_vec': test_index_to_vec...

Automation Testing Tutorials

Learn to execute automation testing from scratch with LambdaTest Learning Hub. Right from setting up the prerequisites to run your first automation test, to following best practices and diving deeper into advanced test scenarios. LambdaTest Learning Hubs compile a list of step-by-step guides to help you be proficient with different test automation frameworks i.e. Selenium, Cypress, TestNG etc.