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[SPARK-52844][PYTHON] Update numpy to 1.22 #51990

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[SPARK-52844][PYTHON] Update numpy to 1.22 #51990

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2757d8f
Update numpy to 1.22
eschcam Aug 12, 2025
499e883
Fix minimum numpy version
eschcam Aug 13, 2025
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4 changes: 2 additions & 2 deletions .github/workflows/build_and_test.yml
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Expand Up @@ -362,7 +362,7 @@ jobs:
- name: Install Python packages (Python 3.11)
if: (contains(matrix.modules, 'sql') && !contains(matrix.modules, 'sql-')) || contains(matrix.modules, 'connect') || contains(matrix.modules, 'yarn')
run: |
python3.11 -m pip install 'numpy>=1.20.0' pyarrow pandas scipy unittest-xml-reporting 'lxml==4.9.4' 'grpcio==1.67.0' 'grpcio-status==1.67.0' 'protobuf==5.29.1'
python3.11 -m pip install 'numpy>=1.22' pyarrow pandas scipy unittest-xml-reporting 'lxml==4.9.4' 'grpcio==1.67.0' 'grpcio-status==1.67.0' 'protobuf==5.29.1'
python3.11 -m pip list
# Run the tests.
- name: Run tests
Expand Down Expand Up @@ -1036,7 +1036,7 @@ jobs:
# Should unpin 'sphinxcontrib-*' after upgrading sphinx>5
python3.9 -m pip install 'sphinx==4.5.0' mkdocs 'pydata_sphinx_theme>=0.13' sphinx-copybutton nbsphinx numpydoc jinja2 markupsafe 'pyzmq<24.0.0' 'sphinxcontrib-applehelp==1.0.4' 'sphinxcontrib-devhelp==1.0.2' 'sphinxcontrib-htmlhelp==2.0.1' 'sphinxcontrib-qthelp==1.0.3' 'sphinxcontrib-serializinghtml==1.1.5'
python3.9 -m pip install ipython_genutils # See SPARK-38517
python3.9 -m pip install sphinx_plotly_directive 'numpy>=1.20.0' pyarrow pandas 'plotly<6.0.0'
python3.9 -m pip install sphinx_plotly_directive 'numpy>=1.22' pyarrow pandas 'plotly<6.0.0'
python3.9 -m pip install 'docutils<0.18.0' # See SPARK-39421
- name: List Python packages for branch-3.5 and branch-4.0
if: inputs.branch == 'branch-3.5' || inputs.branch == 'branch-4.0'
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2 changes: 1 addition & 1 deletion .github/workflows/maven_test.yml
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Expand Up @@ -181,7 +181,7 @@ jobs:
- name: Install Python packages (Python 3.11)
if: contains(matrix.modules, 'resource-managers#yarn') || (contains(matrix.modules, 'sql#core')) || contains(matrix.modules, 'connect')
run: |
python3.11 -m pip install 'numpy>=1.20.0' pyarrow pandas scipy unittest-xml-reporting 'grpcio==1.67.0' 'grpcio-status==1.67.0' 'protobuf==5.29.1'
python3.11 -m pip install 'numpy>=1.22' pyarrow pandas scipy unittest-xml-reporting 'grpcio==1.67.0' 'grpcio-status==1.67.0' 'protobuf==5.29.1'
python3.11 -m pip list
# Run the tests.
- name: Run tests
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2 changes: 1 addition & 1 deletion .github/workflows/pages.yml
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Expand Up @@ -61,7 +61,7 @@ jobs:
- name: Install Python dependencies
run: |
pip install 'sphinx==4.5.0' mkdocs 'pydata_sphinx_theme>=0.13' sphinx-copybutton nbsphinx numpydoc jinja2 markupsafe 'pyzmq<24.0.0' \
ipython ipython_genutils sphinx_plotly_directive 'numpy>=1.20.0' pyarrow 'pandas==2.3.1' 'plotly>=4.8' 'docutils<0.18.0' \
ipython ipython_genutils sphinx_plotly_directive 'numpy>=1.22' pyarrow 'pandas==2.3.1' 'plotly>=4.8' 'docutils<0.18.0' \
'flake8==3.9.0' 'mypy==1.8.0' 'pytest==7.1.3' 'pytest-mypy-plugins==1.9.3' 'black==23.12.1' \
'pandas-stubs==1.2.0.53' 'grpcio==1.67.0' 'grpcio-status==1.67.0' 'protobuf==5.29.1' 'grpc-stubs==1.24.11' 'googleapis-common-protos-stubs==2.2.0' \
'sphinxcontrib-applehelp==1.0.4' 'sphinxcontrib-devhelp==1.0.2' 'sphinxcontrib-htmlhelp==2.0.1' 'sphinxcontrib-qthelp==1.0.3' 'sphinxcontrib-serializinghtml==1.1.5'
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2 changes: 1 addition & 1 deletion dev/create-release/spark-rm/Dockerfile
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Expand Up @@ -118,7 +118,7 @@ RUN python3.10 -m pip install $BASIC_PIP_PKGS unittest-xml-reporting $CONNECT_PI
# See 'ipython_genutils' in SPARK-38517
# See 'docutils<0.18.0' in SPARK-39421
RUN python3.10 -m pip install 'sphinx==4.5.0' mkdocs 'pydata_sphinx_theme>=0.13' sphinx-copybutton nbsphinx numpydoc jinja2 markupsafe 'pyzmq<24.0.0' \
ipython ipython_genutils sphinx_plotly_directive 'numpy>=1.20.0' pyarrow pandas 'plotly>=4.8' 'docutils<0.18.0' \
ipython ipython_genutils sphinx_plotly_directive 'numpy>=1.22' pyarrow pandas 'plotly>=4.8' 'docutils<0.18.0' \
'flake8==3.9.0' 'mypy==1.8.0' 'pytest==7.1.3' 'pytest-mypy-plugins==1.9.3' 'black==23.12.1' \
'pandas-stubs==1.2.0.53' 'grpcio==1.67.0' 'grpc-stubs==1.24.11' 'googleapis-common-protos-stubs==2.2.0' \
'sphinxcontrib-applehelp==1.0.4' 'sphinxcontrib-devhelp==1.0.2' 'sphinxcontrib-htmlhelp==2.0.1' 'sphinxcontrib-qthelp==1.0.3' 'sphinxcontrib-serializinghtml==1.1.5'
Expand Down
2 changes: 1 addition & 1 deletion dev/requirements.txt
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Expand Up @@ -2,7 +2,7 @@
py4j>=0.10.9.9

# PySpark dependencies (optional)
numpy>=1.21
numpy>=1.22
pyarrow>=15.0.0
six==1.16.0
pandas>=2.2.0
Expand Down
2 changes: 1 addition & 1 deletion dev/spark-test-image/docs/Dockerfile
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Expand Up @@ -88,7 +88,7 @@ RUN curl -sS https://bootstrap.pypa.io/get-pip.py | python3.11
# See 'ipython_genutils' in SPARK-38517
# See 'docutils<0.18.0' in SPARK-39421
RUN python3.11 -m pip install 'sphinx==4.5.0' mkdocs 'pydata_sphinx_theme>=0.13' sphinx-copybutton nbsphinx numpydoc jinja2 markupsafe 'pyzmq<24.0.0' \
ipython ipython_genutils sphinx_plotly_directive 'numpy>=1.20.0' pyarrow 'pandas==2.3.1' 'plotly>=4.8' 'docutils<0.18.0' \
ipython ipython_genutils sphinx_plotly_directive 'numpy>=1.22' pyarrow 'pandas==2.3.1' 'plotly>=4.8' 'docutils<0.18.0' \
'flake8==3.9.0' 'mypy==1.8.0' 'pytest==7.1.3' 'pytest-mypy-plugins==1.9.3' 'black==23.12.1' \
'pandas-stubs==1.2.0.53' 'grpcio==1.67.0' 'grpcio-status==1.67.0' 'protobuf==5.29.1' 'grpc-stubs==1.24.11' 'googleapis-common-protos-stubs==2.2.0' \
'sphinxcontrib-applehelp==1.0.4' 'sphinxcontrib-devhelp==1.0.2' 'sphinxcontrib-htmlhelp==2.0.1' 'sphinxcontrib-qthelp==1.0.3' 'sphinxcontrib-serializinghtml==1.1.5' \
Expand Down
4 changes: 2 additions & 2 deletions python/docs/source/getting_started/install.rst
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Expand Up @@ -277,7 +277,7 @@ Installable with ``pip install "pyspark[ml]"``.
======= ================= ======================================
Package Supported version Note
======= ================= ======================================
`numpy` >=1.21 Required for MLlib DataFrame-based API
`numpy` >=1.22 Required for MLlib DataFrame-based API
======= ================= ======================================

Additional libraries that enhance functionality but are not included in the installation packages:
Expand All @@ -297,7 +297,7 @@ Installable with ``pip install "pyspark[mllib]"``.
======= ================= ==================
Package Supported version Note
======= ================= ==================
`numpy` >=1.21 Required for MLlib
`numpy` >=1.22 Required for MLlib
======= ================= ==================

Declarative Pipelines
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2 changes: 1 addition & 1 deletion python/pyspark/sql/pandas/utils.py
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Expand Up @@ -98,7 +98,7 @@ def require_minimum_pyarrow_version() -> None:

def require_minimum_numpy_version() -> None:
"""Raise ImportError if minimum version of NumPy is not installed"""
minimum_numpy_version = "1.21"
minimum_numpy_version = "1.22"

try:
import numpy
Expand Down
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