sdks/python/apache_beam/dataframe/frame_base_test.py

#
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# this work for additional information regarding copyright ownership.
# The ASF licenses this file to You under the Apache License, Version 2.0
# (the "License"); you may not use this file except in compliance with
# the License.  You may obtain a copy of the License at
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#    http://www.apache.org/licenses/LICENSE-2.0
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from __future__ import absolute_import

import unittest

import pandas as pd

from apache_beam.dataframe import expressions
from apache_beam.dataframe import frame_base
from apache_beam.dataframe import frames


class FrameBaseTest(unittest.TestCase):
  def test_elementwise_func(self):
    a = pd.Series([1, 2, 3])
    b = pd.Series([100, 200, 300])
    empty_proxy = a[:0]
    x = frames.DeferredSeries(expressions.PlaceholderExpression(empty_proxy))
    y = frames.DeferredSeries(expressions.PlaceholderExpression(empty_proxy))
    sub = frame_base._elementwise_function(lambda x, y: x - y)

    session = expressions.Session({x._expr: a, y._expr: b})
    self.assertTrue(sub(x, y)._expr.evaluate_at(session).equals(a - b))
    self.assertTrue(sub(x, 1)._expr.evaluate_at(session).equals(a - 1))
    self.assertTrue(sub(1, x)._expr.evaluate_at(session).equals(1 - a))
    self.assertTrue(sub(x, b)._expr.evaluate_at(session).equals(a - b))
    self.assertTrue(sub(a, y)._expr.evaluate_at(session).equals(a - b))


if __name__ == '__main__':
  unittest.main()