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‎CHANGELOG.md‎

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[1]: https://pypi.org/project/bigframes/#history
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## [2.22.0](https://github.com/googleapis/python-bigquery-dataframes/compare/v2.21.0...v2.22.0) (2025-09-25)
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### Features
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* Add `GroupBy.__iter__` ([#1394](https://github.com/googleapis/python-bigquery-dataframes/issues/1394)) ([c56a78c](https://github.com/googleapis/python-bigquery-dataframes/commit/c56a78cd509a535d4998d5b9a99ec3ecd334b883))
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* Add ai.generate_int to bigframes.bigquery package ([#2109](https://github.com/googleapis/python-bigquery-dataframes/issues/2109)) ([af6b862](https://github.com/googleapis/python-bigquery-dataframes/commit/af6b862de5c3921684210ec169338815f45b19dd))
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* Add Groupby.describe() ([#2088](https://github.com/googleapis/python-bigquery-dataframes/issues/2088)) ([328a765](https://github.com/googleapis/python-bigquery-dataframes/commit/328a765e746138806a021bea22475e8c03512aeb))
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* Implement `Index.to_list()` ([#2106](https://github.com/googleapis/python-bigquery-dataframes/issues/2106)) ([60056ca](https://github.com/googleapis/python-bigquery-dataframes/commit/60056ca06511f99092647fe55fc02eeab486b4ca))
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* Implement inplace parameter for `DataFrame.drop` ([#2105](https://github.com/googleapis/python-bigquery-dataframes/issues/2105)) ([3487f13](https://github.com/googleapis/python-bigquery-dataframes/commit/3487f13d12e34999b385c2e11551b5e27bfbf4ff))
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* Support callable for series map method ([#2100](https://github.com/googleapis/python-bigquery-dataframes/issues/2100)) ([ac25618](https://github.com/googleapis/python-bigquery-dataframes/commit/ac25618feed2da11fe4fb85058d498d262c085c0))
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* Support df.info() with null index ([#2094](https://github.com/googleapis/python-bigquery-dataframes/issues/2094)) ([fb81eea](https://github.com/googleapis/python-bigquery-dataframes/commit/fb81eeaf13af059f32cb38e7f117fb3504243d51))
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### Bug Fixes
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* Avoid ibis fillna warning in compiler ([#2113](https://github.com/googleapis/python-bigquery-dataframes/issues/2113)) ([7ef667b](https://github.com/googleapis/python-bigquery-dataframes/commit/7ef667b0f46f13bcc8ad4f2ed8f81278132b5aec))
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* Negative start and stop parameter values in Series.str.slice() ([#2104](https://github.com/googleapis/python-bigquery-dataframes/issues/2104)) ([f57a348](https://github.com/googleapis/python-bigquery-dataframes/commit/f57a348f1935a4e2bb14c501bb4c47cd552d102a))
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* Throw type error for incomparable join keys ([#2098](https://github.com/googleapis/python-bigquery-dataframes/issues/2098)) ([9dc9695](https://github.com/googleapis/python-bigquery-dataframes/commit/9dc96959a84b751d18b290129c2926df6e50b3f5))
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* Transformers with non-standard column names throw errors ([#2089](https://github.com/googleapis/python-bigquery-dataframes/issues/2089)) ([a2daa3f](https://github.com/googleapis/python-bigquery-dataframes/commit/a2daa3fffe6743327edb9f4c74db93198bd12f8e))
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## [2.21.0](https://github.com/googleapis/python-bigquery-dataframes/compare/v2.20.0...v2.21.0) (2025-09-17)
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bigframes/core/compile/default_ordering.py renamed to bigframes/core/compile/ibis_compiler/default_ordering.py

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@@ -47,10 +47,7 @@ def _convert_to_nonnull_string(column: ibis_types.Value) -> ibis_types.StringVal
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result = ibis_ops.ToJsonString(column).to_expr() # type: ignore
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# Escape backslashes and use backslash as delineator
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escaped = cast(
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ibis_types.StringColumn,
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result.fill_null(ibis_types.literal(""))
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if hasattr(result, "fill_null")
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else result.fillna(""),
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ibis_types.StringColumn, result.fill_null(ibis_types.literal(""))
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).replace(
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"\\", # type: ignore
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"\\\\", # type: ignore

‎bigframes/core/compile/ibis_compiler/scalar_op_registry.py‎

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import pandas as pd
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from bigframes.core.compile.constants import UNIT_TO_US_CONVERSION_FACTORS
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import bigframes.core.compile.default_ordering
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import bigframes.core.compile.ibis_compiler.default_ordering
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from bigframes.core.compile.ibis_compiler.scalar_op_compiler import (
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scalar_op_compiler, # TODO(tswast): avoid import of variables
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)
@@ -1064,7 +1064,7 @@ def isin_op_impl(x: ibis_types.Value, op: ops.IsInOp):
10641064
if op.match_nulls and contains_nulls:
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return x.isnull() | x.isin(matchable_ibis_values)
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else:
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return x.isin(matchable_ibis_values).fillna(False)
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return x.isin(matchable_ibis_values).fill_null(ibis.literal(False))
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@scalar_op_compiler.register_unary_op(ops.ToDatetimeOp, pass_op=True)
@@ -1387,8 +1387,8 @@ def eq_nulls_match_op(
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left = x.cast(ibis_dtypes.str).fill_null(literal)
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right = y.cast(ibis_dtypes.str).fill_null(literal)
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else:
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left = x.cast(ibis_dtypes.str).fillna(literal)
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right = y.cast(ibis_dtypes.str).fillna(literal)
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left = x.cast(ibis_dtypes.str).fill_null(literal)
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right = y.cast(ibis_dtypes.str).fill_null(literal)
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return left == right
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@@ -1817,7 +1817,7 @@ def fillna_op(
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if hasattr(x, "fill_null"):
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return x.fill_null(typing.cast(ibis_types.Scalar, y))
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else:
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return x.fillna(typing.cast(ibis_types.Scalar, y))
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return x.fill_null(typing.cast(ibis_types.Scalar, y))
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@scalar_op_compiler.register_binary_op(ops.round_op)
@@ -2020,7 +2020,7 @@ def _construct_prompt(
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@scalar_op_compiler.register_nary_op(ops.RowKey, pass_op=True)
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def rowkey_op_impl(*values: ibis_types.Value, op: ops.RowKey) -> ibis_types.Value:
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return bigframes.core.compile.default_ordering.gen_row_key(values)
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return bigframes.core.compile.ibis_compiler.default_ordering.gen_row_key(values)
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# Helpers

‎bigframes/core/compile/sqlglot/aggregations/unary_compiler.py‎

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return apply_window_if_present(sge.func("COUNT", column.expr), window)
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@UNARY_OP_REGISTRATION.register(agg_ops.DenseRankOp)
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def _(
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op: agg_ops.DenseRankOp,
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column: typed_expr.TypedExpr,
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window: typing.Optional[window_spec.WindowSpec] = None,
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) -> sge.Expression:
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# Ranking functions do not support window framing clauses.
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return apply_window_if_present(
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sge.func("DENSE_RANK"), window, include_framing_clauses=False
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)
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@UNARY_OP_REGISTRATION.register(agg_ops.MaxOp)
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def _(
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op: agg_ops.MaxOp,
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return apply_window_if_present(sge.func("MAX", column.expr), window)
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@UNARY_OP_REGISTRATION.register(agg_ops.MeanOp)
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def _(
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op: agg_ops.MeanOp,
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column: typed_expr.TypedExpr,
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window: typing.Optional[window_spec.WindowSpec] = None,
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) -> sge.Expression:
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expr = column.expr
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if column.dtype == dtypes.BOOL_DTYPE:
79+
expr = sge.Cast(this=expr, to="INT64")
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expr = sge.func("AVG", expr)
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should_floor_result = (
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op.should_floor_result or column.dtype == dtypes.TIMEDELTA_DTYPE
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)
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if should_floor_result:
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expr = sge.Cast(this=sge.func("FLOOR", expr), to="INT64")
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return apply_window_if_present(expr, window)
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@UNARY_OP_REGISTRATION.register(agg_ops.MedianOp)
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def _(
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op: agg_ops.MedianOp,
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return apply_window_if_present(sge.func("COUNT", sge.convert(1)), window)
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@UNARY_OP_REGISTRATION.register(agg_ops.RankOp)
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def _(
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op: agg_ops.RankOp,
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column: typed_expr.TypedExpr,
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window: typing.Optional[window_spec.WindowSpec] = None,
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) -> sge.Expression:
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# Ranking functions do not support window framing clauses.
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return apply_window_if_present(
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sge.func("RANK"), window, include_framing_clauses=False
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)
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@UNARY_OP_REGISTRATION.register(agg_ops.SumOp)
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def _(
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op: agg_ops.SumOp,

‎bigframes/core/compile/sqlglot/aggregations/windows.py‎

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def apply_window_if_present(
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value: sge.Expression,
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window: typing.Optional[window_spec.WindowSpec] = None,
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include_framing_clauses: bool = True,
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) -> sge.Expression:
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if window is None:
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return value
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if not window.bounds and not order:
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return sge.Window(this=value, partition_by=group_by)
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if not window.bounds and not include_framing_clauses:
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return sge.Window(this=value, partition_by=group_by, order=order)
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kind = (
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"ROWS" if isinstance(window.bounds, window_spec.RowsWindowBounds) else "RANGE"
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)

‎bigframes/operations/aggregations.py‎

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@dataclasses.dataclass(frozen=True)
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class DenseRankOp(UnaryWindowOp):
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name: ClassVar[str] = "dense_rank"
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@property
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def skips_nulls(self):
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return False

‎bigframes/session/_io/bigquery/read_gbq_table.py‎

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import google.api_core.exceptions
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import google.cloud.bigquery as bigquery
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import bigframes.clients
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import bigframes.core.compile
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import bigframes.core.compile.default_ordering
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import bigframes.core.sql
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import bigframes.dtypes
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import bigframes.exceptions as bfe
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import bigframes.session._io.bigquery
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import bigframes.session.clients
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import bigframes.version
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# Avoid circular imports.
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if typing.TYPE_CHECKING:

‎bigframes/version.py‎

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# See the License for the specific language governing permissions and
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# limitations under the License.
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15-
__version__ = "2.21.0"
15+
__version__ = "2.22.0"
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1717
# {x-release-please-start-date}
18-
__release_date__ = "2025-09-17"
18+
__release_date__ = "2025-09-25"
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# {x-release-please-end}

‎tests/system/small/engines/test_aggregation.py‎

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assert_equivalence_execution(node, REFERENCE_ENGINE, engine)
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7373

74-
@pytest.mark.parametrize("engine", ["polars", "bq"], indirect=True)
74+
@pytest.mark.parametrize("engine", ["polars", "bq", "bq-sqlglot"], indirect=True)
7575
@pytest.mark.parametrize(
7676
"op",
7777
[agg_ops.min_op, agg_ops.max_op, agg_ops.mean_op, agg_ops.sum_op, agg_ops.count_op],

‎tests/unit/core/compile/sqlglot/aggregations/snapshots/test_unary_compiler/test_dense_rank/out.sql‎

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WITH `bfcte_0` AS (
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SELECT
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`int64_col` AS `bfcol_0`
4+
FROM `bigframes-dev`.`sqlglot_test`.`scalar_types`
5+
), `bfcte_1` AS (
6+
SELECT
7+
*,
8+
DENSE_RANK() OVER (ORDER BY `bfcol_0` IS NULL ASC NULLS LAST, `bfcol_0` ASC NULLS LAST) AS `bfcol_1`
9+
FROM `bfcte_0`
10+
)
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SELECT
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`bfcol_1` AS `agg_int64`
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FROM `bfcte_1`

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