aminghadersohi commented on code in PR #45912:
URL: https://github.com/apache/superset/pull/45912#discussion_r4460381753
##########
superset-core/src/superset_core/semantic_layers/testing.py:
##########
@@ -272,6 +299,100 @@ def test_imports_and_static_schema(
assert completed.returncode == 0, completed.stdout + completed.stderr
+def _assert_null_placement_witness(
+ query: SemanticQuery,
+ view: SemanticView,
+ expected: pa.Table,
+ *,
+ order_index: int = 0,
+) -> None:
+ """Require a page that observes the selected order key's NULL placement.
+
+ Placement on a later key applies within ties of all preceding keys.
+ Reversing it within those ties must change which rows the page keeps.
+ """
+ assert query.order, "null_placement fixture requires an order"
+ assert len(query.order) > order_index, (
+ "null_placement fixture requires the selected order key"
+ )
+ term: OrderTuple = query.order[order_index]
+ placement: NullPlacement | None = null_placement(term)
+ assert placement is not None, (
+ "null_placement fixture's selected order key requires a NullPlacement"
+ )
+ member: object = term[0]
+ assert isinstance(member, Dimension), (
+ "null_placement fixture must order by a selected dimension"
+ )
+ assert member in query.dimensions, (
+ "null_placement fixture must order by a selected dimension"
+ )
+ order_names: list[str] = []
+ key: object
+ for key, _ in query.order:
+ assert isinstance(key, (Dimension, Metric))
+ assert key in [*query.dimensions, *query.metrics]
+ order_names.append(key.name)
+ assert query.limit is not None
+ assert query.limit > 0
+ full: pa.Table = view.get_table(replace(query, limit=None,
offset=None)).results
+ values: list[object] = full.column(member.name).to_pylist()
+ assert any(value is None for value in values), (
+ "null_placement fixture requires NULL values of the order key"
+ )
+ assert any(value is not None for value in values), (
+ "null_placement fixture requires non-NULL values of the order key"
+ )
+ # Arrow scalars keep nested prefix values hashable, including across
chunks.
+ order_values: list[tuple[pa.Scalar, ...]] = [
+ tuple(full.column(name)[index] for name in order_names)
+ for index in range(full.num_rows)
+ ]
Review Comment:
Dictionary scalars can compare unequal across chunks even when they decode
to the same prefix. This splits a genuine tie, so `(one,A),(one,NULL),(two,A)`
is rejected despite correct pagination; compare decoded Arrow scalar values.
```suggestion
# Compare dictionary values independently of per-chunk encodings.
order_values: list[tuple[pa.Scalar, ...]] = [
tuple(
value.value if isinstance(value, pa.DictionaryScalar) else value
for name in order_names
for value in [full.column(name)[index]]
)
for index in range(full.num_rows)
]
```
##########
superset-core/src/superset_core/semantic_layers/testing.py:
##########
@@ -272,6 +299,100 @@ def test_imports_and_static_schema(
assert completed.returncode == 0, completed.stdout + completed.stderr
+def _assert_null_placement_witness(
+ query: SemanticQuery,
+ view: SemanticView,
+ expected: pa.Table,
+ *,
+ order_index: int = 0,
+) -> None:
+ """Require a page that observes the selected order key's NULL placement.
+
+ Placement on a later key applies within ties of all preceding keys.
+ Reversing it within those ties must change which rows the page keeps.
+ """
+ assert query.order, "null_placement fixture requires an order"
+ assert len(query.order) > order_index, (
+ "null_placement fixture requires the selected order key"
+ )
+ term: OrderTuple = query.order[order_index]
+ placement: NullPlacement | None = null_placement(term)
+ assert placement is not None, (
+ "null_placement fixture's selected order key requires a NullPlacement"
+ )
+ member: object = term[0]
+ assert isinstance(member, Dimension), (
+ "null_placement fixture must order by a selected dimension"
+ )
+ assert member in query.dimensions, (
+ "null_placement fixture must order by a selected dimension"
+ )
+ order_names: list[str] = []
+ key: object
+ for key, _ in query.order:
+ assert isinstance(key, (Dimension, Metric))
+ assert key in [*query.dimensions, *query.metrics]
+ order_names.append(key.name)
+ assert query.limit is not None
+ assert query.limit > 0
+ full: pa.Table = view.get_table(replace(query, limit=None,
offset=None)).results
+ values: list[object] = full.column(member.name).to_pylist()
Review Comment:
Without pandas, `to_pylist()` raises for valid sub-microsecond
`timestamp[ns]` and `time64[ns]` values. The required NULL-placement lane
rejects a correctly ordered SDK-only provider; inspect Arrow scalar validity
instead of converting to Python.
```suggestion
values: list[object] = [
value if value.is_valid else None for value in
full.column(member.name)
]
```
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