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unit_tests.py
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unit_tests.py
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import unittest
import numpy as np
import psycopg2
from configuration import ModelConfig, DeployConfig
from generator import TextGenerator
from src import (SpacyNER,
CommentGeneratorDataset,
PostgreSQLDatabase)
import keys
model_config = ModelConfig().get_args()
deploy_config = DeployConfig().get_args()
model = TextGenerator(model_config, deploy_config)
ner_model = SpacyNER(model_name=model_config.spacy_ner_model, ners=model_config.ners)
def get_artificial_data_for_db(index = 0):
query = f"this a test query {index}"
ners = ','.join([f"q{index} ner1", f"q{index} ner2"])
result = [f"q{index} gen1", f"q{index} gen2"]
return query, ners, result
class TestDataHandlerMethods(unittest.TestCase):
def test_text_generator(self):
print("test text generator")
text = "trump posthumously pardons boxer jack johnson"
ners = ner_model.extract(text)
ners = CommentGeneratorDataset.join_ners(ners, randomize=False)
result = model.generate(text=text, ners=ners, num_return_sequences=3)
self.assertEqual(len(result), 3)
def test_deploy_model_config(self):
print("test deploy config")
self.assertEqual(deploy_config.inf_model, "main")
self.assertNotEqual(deploy_config.inf_model, "finetuned")
def test_ner_model(self):
print("test ner model")
text = "trump posthumously pardons boxer jack johnson"
ners = ner_model.extract(text)
self.assertEqual(len(ners), 1)
def test_db_connection(self):
print("test db connection")
conn = psycopg2.connect(database=keys.DATABASE,
user=keys.USER,
password=keys.PASSWORD,
host=keys.HOST,
port=keys.PORT)
cursor = conn.cursor()
cursor.execute("select version()")
data = cursor.fetchone()
self.assertNotEqual(len(str(data)), 0)
conn.close()
def test_db_insert_delete_display(self):
print("test db insert, delete and display")
db = PostgreSQLDatabase(database=keys.DATABASE,
user=keys.USER,
password=keys.PASSWORD,
host=keys.HOST,
port=keys.PORT)
data = db.display(get=True)
self.assertNotEqual(len(data), 0)
db.delete()
data = db.display(get=True)
self.assertEqual(len(data), 0)
query, ners, results = get_artificial_data_for_db()
db.instert(query, ners, results)
data = db.display(get=True)
self.assertEqual(len(data), 2)
if __name__ == '__main__':
unittest.main()