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authorAlexander Kabui2024-09-06 11:17:18 +0300
committerGitHub2024-09-06 11:17:18 +0300
commitcfeb54b776e95194381d26cff02ea738ad4fd3e0 (patch)
tree1a7cf011bbeb61df90963d79237643bc9f8611f5 /tests/unit/test_llm.py
parent8e28770342b65cff78441670f1841e0130dc9c4b (diff)
parent8cb85c8f8c12180702cfc3a257bf9a513ac4da3d (diff)
downloadgenenetwork3-cfeb54b776e95194381d26cff02ea738ad4fd3e0.tar.gz
Merge pull request #188 from genenetwork/chores/merge-gnqa-api
Chores/merge gnqa api
Diffstat (limited to 'tests/unit/test_llm.py')
-rw-r--r--tests/unit/test_llm.py132
1 files changed, 68 insertions, 64 deletions
diff --git a/tests/unit/test_llm.py b/tests/unit/test_llm.py
index 7b8a970..8fbaba6 100644
--- a/tests/unit/test_llm.py
+++ b/tests/unit/test_llm.py
@@ -1,10 +1,9 @@
-# pylint: disable=unused-argument
-"""Test cases for procedures defined in llms module"""
-from dataclasses import dataclass
+"""Test cases for procedures defined in llms """
+# pylint: disable=C0301
import pytest
-from gn3.llms.process import get_gnqa
+from gn3.llms.process import fetch_pubmed
from gn3.llms.process import parse_context
-
+from gn3.llms.process import format_bibliography_info
@pytest.mark.unit_test
@@ -36,67 +35,72 @@ def test_parse_context():
assert parsed_result == expected_result
-
-@dataclass(frozen=True)
-class MockResponse:
- """mock a response object"""
- text: str
-
- def __getattr__(self, name: str):
- return self.__dict__[f"_{name}"]
-
-
-class MockGeneNetworkQAClient:
- """mock the GeneNetworkQAClient class"""
-
- def __init__(self, session, api_key):
- pass
-
- def ask(self, query, auth_token):
- """mock method for ask query"""
- # Simulate the ask method
- return MockResponse("Mock response"), "F400995EAFE104EA72A5927CE10C73B7"
-
- def get_answer(self, task_id):
- """mock get_answer method"""
- return MockResponse("Mock answer"), 1
-
-
-def mock_filter_response_text(text):
- """ method to simulate the filterResponseText method"""
- return {"data": {"answer": "Mock answer for what is a gene", "context": {}}}
-
-
-def mock_parse_context(context, get_info_func, format_bib_func):
- """method to simulate the parse context method"""
- return []
-
-
@pytest.mark.unit_test
-def test_get_gnqa(monkeypatch):
- """test for process.get_gnqa functoin"""
- monkeypatch.setattr(
- "gn3.llms.process.GeneNetworkQAClient",
- MockGeneNetworkQAClient
- )
+def test_format_bib_info():
+ """Test for formatting bibliography info """
+ mock_fahamu_bib_info = [
+ {
+ "author": "J.m",
+ "firstName": "john",
+ "title": "Genes and aging",
+ "year": 2013,
+ "doi": "https://Articles.com/12231"
+ },
+ "2019-Roy-Evaluation of Sirtuin-3 probe quality and co-expressed genes",
+ "2015 - Differential regional and cellular distribution of TFF3 peptide in the human brain.txt"]
+ expected_result = [
+ "J.m.Genes and aging.2013.https://Articles.com/12231 ",
+ "2019-Roy-Evaluation of Sirtuin-3 probe quality and co-expressed genes",
+ "2015 - Differential regional and cellular distribution of TFF3 peptide in the human brain"
+ ]
- monkeypatch.setattr(
- 'gn3.llms.process.filter_response_text',
- mock_filter_response_text
- )
- monkeypatch.setattr(
- 'gn3.llms.process.parse_context',
- mock_parse_context
- )
+ assert all((format_bibliography_info(data) == expected
+ for data, expected
+ in zip(mock_fahamu_bib_info, expected_result)))
- query = "What is a gene"
- auth_token = "test_token"
- result = get_gnqa(query, auth_token)
- expected_result = (
- "F400995EAFE104EA72A5927CE10C73B7",
- 'Mock answer for what is a gene',
- []
- )
+@pytest.mark.unit_test
+def test_fetching_pubmed_info(monkeypatch):
+ """Test for fetching and populating pubmed data with pubmed info"""
+ def mock_load_file(_filename, _dir_path):
+ return {
+ "12121": {
+ "Abstract": "items1",
+ "Author": "A1"
+ }
+ }
+ # patch the module with the mocked function
+
+ monkeypatch.setattr("gn3.llms.process.load_file", mock_load_file)
+ expected_results = [
+ {
+ "title": "Genes",
+ "year": "2014",
+ "doi": "https/article/genes/12121",
+ "doc_id": "12121",
+ "pubmed": {
+ "Abstract": "items1",
+ "Author": "A1"
+ }
+ },
+ {
+ "title": "Aging",
+ "year": "2014",
+ "doc_id": "12122"
+ }
+ ]
- assert result == expected_result
+ data = [{
+ "title": "Genes",
+ "year": "2014",
+ "doi": "https/article/genes/12121",
+ "doc_id": "12121",
+ },
+ {
+ "title": "Aging",
+ "year": "2014",
+ "doc_id": "12122"
+ }]
+
+ assert (fetch_pubmed(data, "/pubmed.json", "data/")
+ == expected_results)