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"""Tests for deepvariant .dashboard_utils."""
import io
from absl.testing import absltest
from absl.testing import parameterized
import altair as alt
import pandas as pd
from deepvariant import dashboard_utils
def sample_chart():
df = pd.DataFrame({'A': [1, 2], 'B': [10, 20]})
return alt.Chart(df).mark_point().encode(x='A', y='B')
class DashboardUtilsTest(parameterized.TestCase):
def test_create_html_report(self):
specs = [
{'id': 'my_chart_name', 'chart': sample_chart()},
{'id': 'some_html', 'html': '<h2>SOME HTML</h2>'},
]
html_output = io.StringIO()
dashboard_utils.create_html_report(
specs=specs,
html_output=html_output,
title='my fancy title',
subtitle='my fancy subtitle',
include_outline=True,
)
html = html_output.getvalue()
self.assertIn(
'my_chart_name', html, msg='Chart ID is missing from the HTML.'
)
self.assertIn('point', html, msg='Vega specs may be missing from the HTML.')
self.assertIn(
'my fancy title', html, msg='The title is missing from the HTML.'
)
self.assertIn(
'my fancy subtitle', html, msg='The subtitle is missing from the HTML.'
)
self.assertIn('_blank', html, msg='Embed options missing.')
self.assertIn('<h2>SOME HTML</h2>', html, msg='Custom html is missing.')
def test_throws_error_on_wrong_input_format(self):
with self.assertRaisesRegex(
ValueError, 'item #1 in specs list does not have an "id" key'
):
specs = [{'chart': sample_chart()}]
html_output = io.StringIO()
dashboard_utils.create_html_report(specs, html_output=html_output)
with self.assertRaisesRegex(
ValueError, 'item #1 in specs list is not a dictionary.'
):
specs = [sample_chart()]
html_output = io.StringIO()
dashboard_utils.create_html_report(specs, html_output=html_output)
if __name__ == '__main__':
absltest.main()