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feat: add the bigframes.bigquery sub-package with a bigframes.bigquery.array_length function #630

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60 changes: 60 additions & 0 deletions bigframes/bigquery/__init__.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,60 @@
# Copyright 2024 Google LLC
#
# Licensed 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.


"""This module integrates BigQuery built-in functions for use with DataFrame objects,
such as array functions:
https://cloud.google.com/bigquery/docs/reference/standard-sql/array_functions. """


from __future__ import annotations

import typing

import bigframes.operations as ops

if typing.TYPE_CHECKING:
import bigframes.series as series


def array_length(series: series.Series) -> series.Series:
"""Compute the length of each array element in the Series.

**Examples:**

>>> import bigframes.pandas as bpd
>>> import bigframes.bigquery as bbq
>>> bpd.options.display.progress_bar = None

>>> s = bpd.Series([[1, 2, 8, 3], [], [3, 4]])
>>> bbq.array_length(s)
0 4
1 0
2 2
dtype: Int64

You can also apply this function directly to Series.

>>> s.apply(bbq.array_length, by_row=False)
0 4
1 0
2 2
dtype: Int64

Returns:
bigframes.series.Series: A Series of integer values indicating
the length of each element in the Series.

"""
return series._apply_unary_op(ops.len_op)
9 changes: 9 additions & 0 deletions docs/reference/bigframes.bigquery/index.rst
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===========================
BigQuery Built-in Functions
===========================

.. automodule:: bigframes.bigquery
:members:
:inherited-members:
:undoc-members:
1 change: 1 addition & 0 deletions docs/reference/bigframes/index.rst
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@@ -1,4 +1,5 @@

============
Core objects
============

Expand Down
1 change: 1 addition & 0 deletions docs/reference/index.rst
Original file line number Diff line number Diff line change
Expand Up @@ -10,3 +10,4 @@ packages.
bigframes/index
bigframes.pandas/index
bigframes.ml/index
bigframes.bigquery/index
4 changes: 4 additions & 0 deletions docs/templates/toc.yml
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Expand Up @@ -189,5 +189,9 @@
uid: bigframes.ml.remote.VertexAIModel
name: remote
name: bigframes.ml
- items:
- name: BigQuery built-in functions
uid: bigframes.bigquery
name: bigframes.bigquery
name: BigQuery DataFrames
status: beta
13 changes: 13 additions & 0 deletions tests/system/small/bigquery/__init__.py
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@@ -0,0 +1,13 @@
# Copyright 2024 Google LLC
#
# Licensed 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
32 changes: 32 additions & 0 deletions tests/system/small/bigquery/test_array.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,32 @@
# Copyright 2024 Google LLC
#
# Licensed 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

import numpy as np
import pandas as pd

import bigframes.bigquery as bbq
import bigframes.pandas as bpd


def test_array_length():
series = bpd.Series([["A", "AA", "AAA"], ["BB", "B"], np.nan, [], ["C"]])
# TODO(b/336880368): Allow for NULL values to be input for ARRAY columns.
# Once we actually store NULL values, this will be NULL where the input is NULL.
expected = pd.Series([3, 2, 0, 0, 1])
pd.testing.assert_series_equal(
bbq.array_length(series).to_pandas(),
expected,
check_dtype=False,
check_index_type=False,
)