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21 changes: 19 additions & 2 deletions dataprofiler/tests/profilers/test_order_column_profile.py
Original file line number Diff line number Diff line change
Expand Up @@ -429,7 +429,7 @@ def test_json_decode_after_update(self):
fake_profile_name = "Fake profile name"

# Build expected orderColumn
df_order = pd.Series(["za", "z", "c", "a"])
df_order = pd.Series(["za", "z", "c", "c"])
expected_profile = OrderColumn(fake_profile_name)

with utils.mock_timeit():
Expand All @@ -440,15 +440,32 @@ def test_json_decode_after_update(self):

utils.assert_profiles_equal(deserialized, expected_profile)

# Adding data to update that is in descending order
# (consistent with previous data)
df_order = pd.Series(
[
"c", # add existing
"zza", # add new
"a", # add new
]
)

# validating update after deserialization
deserialized.update(df_order)

assert deserialized.sample_size == 6
assert deserialized._last_value == "a"
assert deserialized.order == expected_profile.order

# Adding data to update that is in random order
# (not consistent with previous data)
df_order = pd.Series(
[
"c", # add existing
"zza", # add new
]
)
deserialized.update(df_order)

assert deserialized.sample_size == 8
assert deserialized._last_value == "zza"
assert deserialized.order == "random"