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account for integer vs number on table merges
  • Loading branch information
emmyoop committed Sep 6, 2023
commit 8d0253668641cd29bfb9fc698bdf107f5f88da9a
7 changes: 7 additions & 0 deletions core/dbt/clients/agate_helper.py
Original file line number Diff line number Diff line change
Expand Up @@ -177,6 +177,13 @@ def __setitem__(self, key, value):
elif isinstance(value, _NullMarker):
# use the existing value
return
# when one table column is Number while another is Integer, let the column become Number on merge
elif isinstance(value, Integer) and isinstance(existing_type, agate.data_types.Number):
# use the existing value
return
elif isinstance(existing_type, Integer) and isinstance(value, agate.data_types.Number):
# overwrite
super().__setitem__(key, value)
elif not isinstance(value, type(existing_type)):
# actual type mismatch!
raise DbtRuntimeError(
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29 changes: 23 additions & 6 deletions tests/unit/test_agate_helper.py
Original file line number Diff line number Diff line change
Expand Up @@ -131,29 +131,46 @@ def test_merge_allnull(self):
self.assertEqual(len(result), 4)

def test_merge_mixed(self):
t1 = agate_helper.table_from_rows([(1, "a", None), (2, "b", None)], ("a", "b", "c"))
t2 = agate_helper.table_from_rows([(3, "c", "dog"), (4, "d", "cat")], ("a", "b", "c"))
t3 = agate_helper.table_from_rows([(3, "c", None), (4, "d", None)], ("a", "b", "c"))
t1 = agate_helper.table_from_rows(
[(1, "a", None, None), (2, "b", None, None)], ("a", "b", "c", "d")
)
t2 = agate_helper.table_from_rows(
[(3, "c", "dog", 1), (4, "d", "cat", 5)], ("a", "b", "c", "d")
)
t3 = agate_helper.table_from_rows(
[(3, "c", None, 1.5), (4, "d", None, 3.5)], ("a", "b", "c", "d")
)

result = agate_helper.merge_tables([t1, t2])
self.assertEqual(result.column_names, ("a", "b", "c"))
self.assertEqual(result.column_names, ("a", "b", "c", "d"))
assert isinstance(result.column_types[0], agate_helper.Integer)
assert isinstance(result.column_types[1], agate.data_types.Text)
assert isinstance(result.column_types[2], agate.data_types.Text)
assert isinstance(result.column_types[3], agate_helper.Integer)
self.assertEqual(len(result), 4)

result = agate_helper.merge_tables([t1, t3])
self.assertEqual(result.column_names, ("a", "b", "c", "d"))
assert isinstance(result.column_types[0], agate_helper.Integer)
assert isinstance(result.column_types[1], agate.data_types.Text)
assert isinstance(result.column_types[2], agate.data_types.Number)
assert isinstance(result.column_types[3], agate.data_types.Number)
self.assertEqual(len(result), 4)

result = agate_helper.merge_tables([t2, t3])
self.assertEqual(result.column_names, ("a", "b", "c"))
self.assertEqual(result.column_names, ("a", "b", "c", "d"))
assert isinstance(result.column_types[0], agate_helper.Integer)
assert isinstance(result.column_types[1], agate.data_types.Text)
assert isinstance(result.column_types[2], agate.data_types.Text)
assert isinstance(result.column_types[3], agate.data_types.Number)
self.assertEqual(len(result), 4)

result = agate_helper.merge_tables([t1, t2, t3])
self.assertEqual(result.column_names, ("a", "b", "c"))
self.assertEqual(result.column_names, ("a", "b", "c", "d"))
assert isinstance(result.column_types[0], agate_helper.Integer)
assert isinstance(result.column_types[1], agate.data_types.Text)
assert isinstance(result.column_types[2], agate.data_types.Text)
assert isinstance(result.column_types[3], agate.data_types.Number)
self.assertEqual(len(result), 6)

def test_nocast_string_types(self):
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