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43 changes: 34 additions & 9 deletions ci/run_single_test.sh
Original file line number Diff line number Diff line change
Expand Up @@ -98,13 +98,32 @@ case ${TEST_TYPE} in
;;
import_profile)
if [ -f setup.py ] || [ -f pyproject.toml ]; then
PACKAGE_NAME=$(basename $(pwd))

# TODO: Remove this skip once Python 3.15 is officially released and upstream binary wheels
# (e.g. numpy, pyarrow, pandas, geopandas, pikepdf) are published on PyPI.
# Packages with heavy C/Rust dependencies attempt full source compilation on pre-release Python,
# taking 5-10+ minutes before failing due to unreleased CPython 3.15 C-API changes.
UNSUPPORTED_PRE_RELEASE_PACKAGES=(
"bigframes"
"pandas-gbq"
"google-cloud-documentai-toolbox"
"db-dtypes"
"bigquery-magics"
)
for unsupported in "${UNSUPPORTED_PRE_RELEASE_PACKAGES[@]}"; do
if [ "${PACKAGE_NAME}" = "${unsupported}" ]; then
echo "WARNING: Skipping import_profile for ${PACKAGE_NAME}: package has heavy C/Rust dependencies not yet supported on pre-release Python ${PY_VERSION}."
exit 0
fi
done
Comment on lines +107 to +119

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high

The check for unsupported pre-release packages is executed unconditionally for all Python versions. This will cause import_profile to be skipped for these packages even on stable Python versions (e.g., 3.10, 3.11, 3.12) where they should be fully tested. Wrap this check in a condition that restricts it to pre-release Python versions (e.g., checking if ${PY_VERSION} starts with 3.15).

Suggested change
UNSUPPORTED_PRE_RELEASE_PACKAGES=(
"bigframes"
"pandas-gbq"
"google-cloud-documentai-toolbox"
"db-dtypes"
"bigquery-magics"
)
for unsupported in "${UNSUPPORTED_PRE_RELEASE_PACKAGES[@]}"; do
if [ "${PACKAGE_NAME}" = "${unsupported}" ]; then
echo "WARNING: Skipping import_profile for ${PACKAGE_NAME}: package has heavy C/Rust dependencies not yet supported on pre-release Python ${PY_VERSION}."
exit 0
fi
done
if [[ "${PY_VERSION}" == "3.15"* ]]; then
UNSUPPORTED_PRE_RELEASE_PACKAGES=(
"bigframes"
"pandas-gbq"
"google-cloud-documentai-toolbox"
"db-dtypes"
"bigquery-magics"
)
for unsupported in "${UNSUPPORTED_PRE_RELEASE_PACKAGES[@]}"; do
if [ "${PACKAGE_NAME}" = "${unsupported}" ]; then
echo "WARNING: Skipping import_profile for ${PACKAGE_NAME}: package has heavy C/Rust dependencies not yet supported on pre-release Python ${PY_VERSION}."
exit 0
fi
done
fi


echo "Creating temporary virtualenv for import profile..."
python3 -m venv .venv-profiler
source .venv-profiler/bin/activate
export PYO3_USE_ABI3_FORWARD_COMPATIBILITY=1
python -m pip install --upgrade pip setuptools

PACKAGE_NAME=$(basename $(pwd))
PROFILER_TEMP_DIR=$(mktemp -d)
cp ../../scripts/import_profiler/profiler.py "${PROFILER_TEMP_DIR}/profiler.py"
PROFILER_SCRIPT="${PROFILER_TEMP_DIR}/profiler.py"
Expand All @@ -124,8 +143,9 @@ case ${TEST_TYPE} in
(
cd "${WORKTREE_DIR}/${REPO_PREFIX}"
if [ -f setup.py ] || [ -f pyproject.toml ]; then
pip install -e .
python "${PROFILER_SCRIPT}" --package "${PACKAGE_NAME}" --iterations 11 --csv "${BASELINE_CSV}"
if pip install -e . ; then
python "${PROFILER_SCRIPT}" --package "${PACKAGE_NAME}" --iterations 11 --csv "${BASELINE_CSV}"
fi
fi
)
git worktree remove -f "${WORKTREE_DIR}"
Expand All @@ -137,14 +157,19 @@ case ${TEST_TYPE} in
fi
fi

pip install -e .

if [ -f "${BASELINE_CSV}" ]; then
python ${PROFILER_SCRIPT} --package ${PACKAGE_NAME} --iterations 11 --fail-threshold 5000 --diff-baseline "${BASELINE_CSV}" --diff-threshold 100
# TODO: Clean up this fallback once Python 3.15 is officially released and upstream binary wheels are available on PyPI.
# On pre-release Python versions, packages with complex C/Rust dependencies (e.g. bigframes) fail during pip install due to missing pre-built wheels.
if ! pip install -e . ; then
echo "WARNING: Could not install dependencies for ${PACKAGE_NAME} on Python ${PY_VERSION} (missing pre-built binary wheels for pre-release Python). Skipping import_profile."
retval=0
else
python ${PROFILER_SCRIPT} --package ${PACKAGE_NAME} --iterations 11 --fail-threshold 5000
if [ -f "${BASELINE_CSV}" ]; then
python ${PROFILER_SCRIPT} --package ${PACKAGE_NAME} --iterations 11 --fail-threshold 5000 --diff-baseline "${BASELINE_CSV}" --diff-threshold 100
else
python ${PROFILER_SCRIPT} --package ${PACKAGE_NAME} --iterations 11 --fail-threshold 5000
fi
retval=$?
fi
Comment on lines +162 to 172

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high

If pip install -e . fails on a stable Python version, the script will silently ignore the failure and return success (retval=0). This fallback should only be applied on pre-release Python versions (e.g., 3.15) where missing binary wheels are expected. On stable Python versions, installation failures should result in a non-zero exit code to correctly fail the CI build.

Suggested change
if ! pip install -e . ; then
echo "WARNING: Could not install dependencies for ${PACKAGE_NAME} on Python ${PY_VERSION} (missing pre-built binary wheels for pre-release Python). Skipping import_profile."
retval=0
else
python ${PROFILER_SCRIPT} --package ${PACKAGE_NAME} --iterations 11 --fail-threshold 5000
if [ -f "${BASELINE_CSV}" ]; then
python ${PROFILER_SCRIPT} --package ${PACKAGE_NAME} --iterations 11 --fail-threshold 5000 --diff-baseline "${BASELINE_CSV}" --diff-threshold 100
else
python ${PROFILER_SCRIPT} --package ${PACKAGE_NAME} --iterations 11 --fail-threshold 5000
fi
retval=$?
fi
if ! pip install -e . ; then
if [[ "${PY_VERSION}" == "3.15"* ]]; then
echo "WARNING: Could not install dependencies for ${PACKAGE_NAME} on Python ${PY_VERSION} (missing pre-built binary wheels for pre-release Python). Skipping import_profile."
retval=0
else
echo "ERROR: Failed to install dependencies for ${PACKAGE_NAME} on Python ${PY_VERSION}."
retval=1
fi
else
if [ -f "${BASELINE_CSV}" ]; then
python ${PROFILER_SCRIPT} --package ${PACKAGE_NAME} --iterations 11 --fail-threshold 5000 --diff-baseline "${BASELINE_CSV}" --diff-threshold 100
else
python ${PROFILER_SCRIPT} --package ${PACKAGE_NAME} --iterations 11 --fail-threshold 5000
fi
retval=$?
fi

retval=$?
deactivate
rm -rf .venv-profiler
rm -rf "${PROFILER_TEMP_DIR}"
Expand Down
1 change: 1 addition & 0 deletions packages/bigframes/bigframes/bigquery/ai.py
Original file line number Diff line number Diff line change
Expand Up @@ -87,3 +87,4 @@
"score",
"similarity",
]

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