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Add a test case for dataset

pull/1799/head
Hironsan 3 years ago
parent
commit
f7fb8bf623
1 changed files with 25 additions and 0 deletions
  1. 25
      backend/data_export/tests/test_dataset.py

25
backend/data_export/tests/test_dataset.py

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import unittest
from unittest.mock import MagicMock
import pandas as pd
from pandas.testing import assert_frame_equal
from data_export.pipeline.dataset import Dataset
class TestDataset(unittest.TestCase):
def setUp(self):
example = MagicMock()
example.to_dict.return_value = {"data": "example"}
self.examples = MagicMock()
self.examples.__iter__.return_value = [example]
label = MagicMock()
label.find_by.return_value = {"labels": ["label"]}
self.labels = MagicMock()
self.labels.__iter__.return_value = [label]
def test_to_dataframe(self):
dataset = Dataset(self.examples, self.labels)
df = dataset.to_dataframe()
expected = pd.DataFrame([{"data": "example", "labels": ["label"]}])
assert_frame_equal(df, expected)
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