o h @sdZddlZddlZddlZddlmZddlmZddlm Z ddl m Z ddl m Z ddlmZmZmZd d Zd d Zd dZddZdS)z< A few tests of the utils module for the sentiment datasets N)data)SentimentDatum)WVType) process_utils)TEST_MODELS_DIR) train_filedev_file test_filecCsDt|tjd}|d}t||t|tjd}||ks JdS)zJ Test that writing a single list of items to an output file works zfoo.jsonN)r read_datasetrOTHERr write_list)tmp_pathr train_set dataset_file train_copyrf/var/www/html/env_mimamsha/lib/python3.10/site-packages/stanza/tests/classifiers/test_process_utils.pytest_write_lists  rc Csdd|||fD}t||dgd}t|}t|t|ks$Jt||D]\}}t||tj d} | |ks=Jq)dS)z> Test that writing all three parts of a dataset works cSsg|] }t|tjdqS)r )rr rr ).0filenamerrr #sz&test_write_dataset..en_test)zen_test.train.jsonzen_test.dev.jsonzen_test.test.jsonr N) r write_datasetoslistdirsortedziprr rr ) rrrr datasetexpected_files dataset_filesrexpectedwrittenrrrtest_write_datasets r#cCs|d}t|ddd}|d|dWdn1s wYtjdtd dd }d d d }tj|dd d||d}t|dksFJ|td gddtd gddgksZJdS)z@ Test the basic operation of the read_snippets function foo.csvwutf-8encodingzFOO This is a test happy z"FOO This is a second sentence sad Nentokenizedir processorsdownload_methodrr )happysadnlpThisisatest sentimenttextr5r6r7secondsentence openwritestanzaPipelinerr read_snippetslenrrrfoutr3mappingsnippetsrrrtest_read_snippets.s   rJcCs|d}t|ddd}|d|d|dWdn1s%wYtjd td dd }d d dd}tj|dd d ||d}t|dksLJ|td gddtd gddtdgddgksgJdS)zV Test what happens when multiple columns are combined for the sentiment value r$r%r&r'zFOO This is a test happy foo z&FOO This is a second sentence sad bar z%FOO This is a third sentence sad foo Nr)r*r+rr r1))r/foo)r0bar)r0rK)r1r2rMr4r9r<)r5r6r7thirdr>r?rFrrrtest_read_snippets_two_columns@s    rO)__doc__rpytestrBstanza.models.classifiersrstanza.models.classifiers.datarstanza.models.classifiers.utilsrstanza.utils.datasets.sentimentr stanza.testsr"stanza.tests.classifiers.test_datarrr rr#rJrOrrrrs