Back to Repositories

HanLP Testing: Natural Language Processing Test Implementation

The HanLP repository demonstrates a comprehensive testing approach combining unittest for Python components and JUnit for Java implementations. The test suite focuses on validating core NLP functionalities including multi-task learning, configuration management, and pipeline operations through unit testing. Notable test coverage includes verification of REST client operations, meaning representation parsing, and Chinese text processing capabilities. Qodo Tests Hub provides developers with detailed insights into HanLP's testing patterns, making it easier to understand how to implement effective tests for natural language processing components. Through the platform's test exploration features, developers can examine real-world examples of NLP testing practices, from basic tokenization validation to complex multi-task learning scenarios, helping them adopt proven testing strategies in their own projects.

Path	Test Type	Language	Description
plugins/hanlp_restful/tests/test_client.py	unit	python	This Python unittest suite verifies HanLP RESTful client functionality across multiple NLP processing tasks and languages.
plugins/hanlp_trie/tests/test_trie.py	unit	python	This unittest unit test verifies Trie data structure operations including parsing, longest match parsing, and dictionary management in Chinese text processing.
plugins/hanlp_trie/tests/test_trie_dict.py	unit	python	This unittest unit test verifies TrieDict functionality for dictionary-based text tokenization and batch processing in HanLP.
tests/test_config_tracker.py	unit	python	This unittest unit test verifies configuration parameter tracking and storage functionality in the HanLP ConfigTracker class.
tests/test_mtl.py	unit	python	This unittest test suite verifies HanLP’s multi-task learning capabilities for Chinese text processing and tokenization
tests/test_pipeline.py	unit	python	This unittest test verifies HanLP pipeline copying functionality and ensures independent operation of cloned pipelines.
plugins/hanlp_restful_java/src/test/java/com/hankcs/hanlp/restful/MeaningRepresentationTest.java	unit	java	This JUnit unit test verifies the parsing and processing of meaning representation graphs from JSON format in HanLP’s RESTful implementation.
plugins/hanlp_restful_java/src/test/java/com/hankcs/hanlp/restful/HanLPClientTest.java	unit	java	This JUnit unit test verifies HanLP REST client functionality across multiple NLP operations including parsing, tokenization, and semantic analysis.
tests/test_rules.py	unit	python	This unittest unit test verifies HanLP’s sentence splitting functionality across Chinese and English text patterns.
tests/test_string_util.py	unit	python	This unittest unit test verifies the enumeration of all possible tokenization combinations for Chinese text strings in HanLP’s string utility module.