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feat: add the bigframes.bigquery
sub-package with a bigframes.bigquery.array_length
function
#630
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d6b21bc
feat: creats bigquery namespace and adds bigquery.array_length function
chelsea-lin d0cf585
add docs
chelsea-lin 971ef0e
minor fix
chelsea-lin 65b2740
fixing docs
chelsea-lin 5a2c2e8
add more doc tests
chelsea-lin eebf500
Merge branch 'main' into main_chelsealin_arrayagg
tswast 833e62f
sentence-case
tswast c78b4ce
TODO for null arrays
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# 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. | ||
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"""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. """ | ||
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from __future__ import annotations | ||
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import typing | ||
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import bigframes.operations as ops | ||
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if typing.TYPE_CHECKING: | ||
import bigframes.series as series | ||
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def array_length(series: series.Series) -> series.Series: | ||
"""Compute the length of each array element in the Series. | ||
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**Examples:** | ||
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>>> import bigframes.pandas as bpd | ||
>>> import bigframes.bigquery as bbq | ||
>>> bpd.options.display.progress_bar = None | ||
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>>> s = bpd.Series([[1, 2, 8, 3], [], [3, 4]]) | ||
>>> bbq.array_length(s) | ||
0 4 | ||
1 0 | ||
2 2 | ||
dtype: Int64 | ||
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You can also apply this function directly to Series. | ||
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>>> s.apply(bbq.array_length, by_row=False) | ||
0 4 | ||
1 0 | ||
2 2 | ||
dtype: Int64 | ||
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Returns: | ||
bigframes.series.Series: A Series of integer values indicating | ||
the length of each element in the Series. | ||
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""" | ||
return series._apply_unary_op(ops.len_op) | ||
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=========================== | ||
BigQuery Built-in Functions | ||
=========================== | ||
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.. automodule:: bigframes.bigquery | ||
:members: | ||
:inherited-members: | ||
:undoc-members: |
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============ | ||
Core objects | ||
============ | ||
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@@ -10,3 +10,4 @@ packages. | |
bigframes/index | ||
bigframes.pandas/index | ||
bigframes.ml/index | ||
bigframes.bigquery/index |
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# Copyright 2024 Google LLC | ||
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# | ||
# 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. |
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# 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. | ||
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import numpy as np | ||
import pandas as pd | ||
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import bigframes.bigquery as bbq | ||
import bigframes.pandas as bpd | ||
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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]) | ||
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pd.testing.assert_series_equal( | ||
bbq.array_length(series).to_pandas(), | ||
expected, | ||
check_dtype=False, | ||
check_index_type=False, | ||
) |
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