feat: add 3.15 support to pyarrow packages

.github/workflows/unittest.yml

@@ -132,11 +132,6 @@ jobs:
     - name: Install nox and nox-uv
       run: |
         uv pip install --system nox nox-uv
-    # TODO(https://github.com/googleapis/google-cloud-python/issues/18532):
-    # Remove UV_PRERELEASE once Python 3.15 is officially released and upstream binary wheels are available.
-    - name: Enable prereleases for Python 3.15
-      if: matrix.python == '3.15'
-      run: echo "UV_PRERELEASE=allow" >> $GITHUB_ENV
     - name: Run unit tests for ${{ matrix.package_shard.description }}
       env:
         BUILD_TYPE: presubmit

.librarian/generator-input/client-post-processing/bigquery-storage-integration.yaml

@@ -131,7 +131,7 @@ replacements:
     after: |
       extras = {
           "pandas": [
-              "pandas >= 1.1.3, < 3.0.0",
+              "pandas >= 1.1.3, < 4.0.0",
               "pyarrow >= 3.0.0",
               "pandas-gbq >= 0.35.1, < 2.0.0",
           ],
@@ -525,17 +525,3 @@ replacements:
           bigquery_storage_v1alpha/types_\n\n
       Changelog
     count: 1
-  - paths: [
-      packages/google-cloud-bigquery-storage/noxfile.py,
-    ]
-    before: |
-      # Install all test dependencies, then install this package in-place.\n
-          constraints_path = str\(
-    after: |
-      # Install all test dependencies, then install this package in-place.
-
-          if session.python == "3.15":
-              session.skip("Skipping 3.15 until wheels are available for pyarrow.")
-
-          constraints_path = str(
-    count: 1

packages/bigquery-magics/noxfile.py

@@ -252,11 +252,6 @@ def install_unittest_dependencies(session, *constraints):
 @nox.session(python=UNIT_TEST_PYTHON_VERSIONS)
 def unit(session):
     # Install all test dependencies, then install this package in-place.
-    if session.python == "3.15":
-        session.skip(
-            "Skipping 3.15 until wheels are available for pyproj needed for dependency geopandas"
-        )
-
     constraints_path = str(
         CURRENT_DIRECTORY / "testing" / f"constraints-{session.python}.txt"
     )

packages/bigquery-magics/setup.py

@@ -111,6 +111,7 @@
         "Programming Language :: Python :: 3.12",
         "Programming Language :: Python :: 3.13",
         "Programming Language :: Python :: 3.14",
+        "Programming Language :: Python :: 3.15",
         "Operating System :: OS Independent",
         "Topic :: Internet",
     ],

packages/db-dtypes/noxfile.py

@@ -317,9 +317,6 @@ def prerelease(session, tests_path):
 @nox.parametrize("test_type", ["unit", "compliance"])
 def unit(session, test_type):
     """Run the unit test suite."""
-    if session.python == "3.15":
-        session.skip("Skipping 3.15 until wheels are available for pyarrow.")
-
     # Compliance tests only run on the latest Python version
     if test_type == "compliance" and session.python != DEFAULT_PYTHON_VERSION:
         session.skip(

packages/db-dtypes/setup.py

@@ -69,6 +69,7 @@ def readme():
         "Programming Language :: Python :: 3.12",
         "Programming Language :: Python :: 3.13",
         "Programming Language :: Python :: 3.14",
+        "Programming Language :: Python :: 3.15",
         "Operating System :: OS Independent",
         "Topic :: Database :: Front-Ends",
     ],

packages/google-cloud-bigquery-storage/noxfile.py

@@ -294,9 +294,6 @@ def install_unittest_dependencies(session, *constraints):
 def unit(session, protobuf_implementation):
     # Install all test dependencies, then install this package in-place.
 
-    if session.python == "3.15":
-        session.skip("Skipping 3.15 until wheels are available for pyarrow.")
-
     constraints_path = str(
         CURRENT_DIRECTORY / "testing" / f"constraints-{session.python}.txt"
     )

packages/google-cloud-bigquery-storage/setup.py

@@ -55,7 +55,7 @@
 ]
 extras = {
     "pandas": [
-        "pandas >= 1.1.3, < 3.0.0",
+        "pandas >= 1.1.3, < 4.0.0",
         "pyarrow >= 3.0.0",
         "pandas-gbq >= 0.35.1, < 2.0.0",
     ],

packages/google-cloud-bigquery/noxfile.py

@@ -180,15 +180,6 @@ def default(session, install_extras=True):
 @_calculate_duration
 def unit(session, test_type):
     """Run the unit test suite."""
-    # TODO(https://github.com/googleapis/google-cloud-python/issues/17741):
-    # remove this skip once the optional extras resolve on 3.15.
-    # `unit_noextras` can be tested on 3.15
-    if session.python == "3.15" and test_type == "unit":
-        session.skip(
-            "Optional extras do not yet resolve on 3.15; "
-            "unit_noextras covers the core install."
-        )
-
     install_extras = True
     if test_type == "unit_noextras":
         # unit_noextras only runs on the oldest and newest Python versions

packages/google-cloud-documentai-toolbox/noxfile.py

@@ -214,11 +214,6 @@ def install_unittest_dependencies(session, *constraints):
 )
 def unit(session, protobuf_implementation):
     # Install all test dependencies, then install this package in-place.
-    if session.python == "3.15":
-        session.skip(
-            "Skipping 3.15 until wheels are available for 1. numba (from dependency pandas[performance]) 2. lxml (from dependency pikepdf) 3. pyarrow."
-        )
-
     constraints_path = str(
         CURRENT_DIRECTORY / "testing" / f"constraints-{session.python}.txt"
     )

packages/google-cloud-documentai-toolbox/pytest.ini

@@ -14,3 +14,7 @@ filterwarnings =
     # This error is expected for python versions that approach EOL
     ignore:.*Please upgrade to the latest Python version.*:FutureWarning
     ignore:(?s).*using a Python version.*past its end of life.*:FutureWarning
+
+    # Python 3.15 base64.urlsafe_b64decode emits FutureWarning when protobuf json_format
+    # decodes standard base64 bytes fields containing '+' or '/'
+    ignore:invalid character .* in URL-safe Base64 data will be discarded in future Python versions:FutureWarning

packages/google-cloud-documentai-toolbox/setup.py

@@ -54,10 +54,7 @@
     },
     install_requires=(
         "google-api-core>=2.25.0, <3.0.0",
-        # For Python < 3.15: Install with performance extras (which includes numba)
-        "pandas[performance,gcp]>=2.0.0, <3.0.0; python_version < '3.15'",
-        # pandas[performance] requires numba which does not have 3.15 support yet
-        "pandas[gcp]>=2.0.0, <3.0.0;python_version>='3.15'",
+        "pandas[performance,gcp]>=2.0.0, <4.0.0",
         # pyarrow is transitive dependency; not accessed by the library directly
         "pyarrow>=15.0.0",
         "tabulate>=0.9.0, <1.0.0",
@@ -84,6 +81,7 @@
         "Programming Language :: Python :: 3.12",
         "Programming Language :: Python :: 3.13",
         "Programming Language :: Python :: 3.14",
+        "Programming Language :: Python :: 3.15",
         "Topic :: Internet",
         "Topic :: Software Development :: Libraries :: Python Modules",
     ],

packages/google-cloud-documentai-toolbox/testing/constraints-3.15.txt

@@ -10,4 +10,4 @@ google-cloud-documentai
 google-cloud-storage
 numpy
 pikepdf
-numba>=0.63.0b1
+numba

packages/pandas-gbq/noxfile.py

@@ -268,11 +268,6 @@ def default(session):
 @_calculate_duration
 def unit(session):
     """Run the unit test suite."""
-    if session.python == "3.15":
-        session.skip(
-            "Skipping 3.15 until wheels are available for pyarrow. Also pyproj wheels are needed for dependency geopandas."
-        )
-
     default(session)
 
 

packages/pandas-gbq/setup.py

@@ -93,6 +93,7 @@
         "Programming Language :: Python :: 3.12",
         "Programming Language :: Python :: 3.13",
         "Programming Language :: Python :: 3.14",
+        "Programming Language :: Python :: 3.15",
         "Operating System :: OS Independent",
         "Topic :: Internet",
         "Topic :: Scientific/Engineering",

packages/sqlalchemy-bigquery/noxfile.py

@@ -303,9 +303,6 @@ def install_unittest_dependencies(session, *constraints):
 def unit(session, protobuf_implementation, install_extras=True):
     # Install all test dependencies, then install this package in-place.
 
-    if session.python == "3.15":
-        session.skip("Skipping 3.15 until wheels are available for pyarrow.")
-
     constraints_path = str(
         CURRENT_DIRECTORY / "testing" / f"constraints-{session.python}.txt"
     )

packages/sqlalchemy-bigquery/setup.py

@@ -105,6 +105,7 @@ def readme():
         "Programming Language :: Python :: 3.12",
         "Programming Language :: Python :: 3.13",
         "Programming Language :: Python :: 3.14",
+        "Programming Language :: Python :: 3.15",
         "Operating System :: OS Independent",
         "Topic :: Database :: Front-Ends",
     ],

packages/sqlalchemy-bigquery/tests/sqlalchemy_dialect_compliance/test_dialect_compliance.py

@@ -271,6 +271,24 @@ def test_floordiv_integer(self):
         def test_floordiv_integer_bound(self):
             pass
 
+        @pytest.mark.skip(
+            "Skipped due to BigQuery Standard SQL limitations with extreme decimal/numeric inputs:\n"
+            "1. 38-Digit Integer Literal Overflows: BigQuery's SQL parser lexically evaluates "
+            "unquoted digit sequences without a decimal point as INT64 *before* evaluating "
+            "CAST() wrappers. Values like 30000000000000000000000000000000000000 overflow "
+            "signed 64-bit integer limits (max: 9,223,372,036,854,775,807) and raise a 400 "
+            "'Invalid integer literal' error unless quoted as strings.\n"
+            "2. Untyped Tiny Divisor Underflow: Standard NUMERIC in BigQuery is capped at 9 "
+            "decimal places (whereas BIGNUMERIC supports 38). When untyped functions (like "
+            "nullif) cast a 13-decimal divisor (0.00000000000012345679) to NUMERIC, it "
+            "rounds down to 0 and triggers a 400 division-by-zero error.\n"
+            "3. Untyped Precision Loss: Coercing high-precision operands to standard NUMERIC "
+            "during untyped division causes trailing precision mismatches "
+            "(e.g., returning 7.00000000447361540043026119825490002512 instead of 7)."
+        )
+        def test_truediv_divisor(self):
+            pass
+
     class SimpleUpdateDeleteTest(_SimpleUpdateDeleteTest):
         """The base tests fail if operations return rows for some reason."""