feast-dev · tchughesiv · May 1, 2025 · Apr 30, 2025
@@ -0,0 +1 @@
+arrow-thirdparty-offline-versions
@@ -1,10 +1,17 @@
 FROM registry.access.redhat.com/ubi9/python-311:1
 ARG RELEASE
 
+ENV IBIS_VERSION="9.5.0"
+ENV MILVUS_LITE_VERSION="2.4.12"
+
 USER 0
 RUN yum install -y ninja-build llvm-devel cmake llvm-toolset ncurses-devel rust cargo
 RUN if [[ -z "$RELEASE" ]] ; then npm install -g yarn yalc && rm -rf .npm ; fi
 USER 1001
 
 # milvus dep
-RUN pip install milvus-lite==2.4.12
+RUN pip install milvus-lite==${MILVUS_LITE_VERSION}
+
+# ibis-framework must build from a clone of its git repo... versioning requirement
+## RuntimeError: Unable to detect version control system. Checked: Git. Not installed: Mercurial, Darcs, Subversion, Bazaar, Fossil, Pijul.
+RUN git clone -b ${IBIS_VERSION} --single-branch https://github.com/ibis-project/ibis ${APP_ROOT}/src/ibis
@@ -1,4 +1,123 @@
-FROM ibis-builder:latest
+FROM yum-builder:dev
+
+ENV APACHE_ARROW_VERSION="17.0.0"
+
+ENV ARROW_HOME=${APP_ROOT}/arrow-dist
+ENV LD_LIBRARY_PATH=${ARROW_HOME}/lib:$LD_LIBRARY_PATH
+ENV CMAKE_PREFIX_PATH=${ARROW_HOME}:$CMAKE_PREFIX_PATH
+ENV THIRD_PARTY_PATH=/tmp/hermeto-generic-output/deps/generic
+
+# configured for Arrow version 17.0.0
+RUN mkdir ${APP_ROOT}/src/arrow ${ARROW_HOME} ${APP_ROOT}/src/arrow-build && \
+    tar xfz ${THIRD_PARTY_PATH}/apache-arrow-${APACHE_ARROW_VERSION}.tar.gz -C ${APP_ROOT}/src/arrow --strip-components=1 && \
+    export \
+    # Environment variables for an offline Arrow build
+    ARROW_ABSL_URL="${THIRD_PARTY_PATH}/absl-20211102.0.tar.gz" \
+    ARROW_AWS_C_AUTH_URL="${THIRD_PARTY_PATH}/aws-c-auth-v0.6.22.tar.gz" \
+    ARROW_AWS_C_CAL_URL="${THIRD_PARTY_PATH}/aws-c-cal-v0.5.20.tar.gz" \
+    ARROW_AWS_C_COMMON_URL="${THIRD_PARTY_PATH}/aws-c-common-v0.8.9.tar.gz" \
+    ARROW_AWS_C_COMPRESSION_URL="${THIRD_PARTY_PATH}/aws-c-compression-v0.2.16.tar.gz" \
+    ARROW_AWS_C_EVENT_STREAM_URL="${THIRD_PARTY_PATH}/aws-c-event-stream-v0.2.18.tar.gz" \
+    ARROW_AWS_C_HTTP_URL="${THIRD_PARTY_PATH}/aws-c-http-v0.7.3.tar.gz" \
+    ARROW_AWS_C_IO_URL="${THIRD_PARTY_PATH}/aws-c-io-v0.13.14.tar.gz" \
+    ARROW_AWS_C_MQTT_URL="${THIRD_PARTY_PATH}/aws-c-mqtt-v0.8.4.tar.gz" \
+    ARROW_AWS_C_S3_URL="${THIRD_PARTY_PATH}/aws-c-s3-v0.2.3.tar.gz" \
+    ARROW_AWS_C_SDKUTILS_URL="${THIRD_PARTY_PATH}/aws-c-sdkutils-v0.1.6.tar.gz" \
+    ARROW_AWS_CHECKSUMS_URL="${THIRD_PARTY_PATH}/aws-checksums-v0.1.13.tar.gz" \
+    ARROW_AWS_CRT_CPP_URL="${THIRD_PARTY_PATH}/aws-crt-cpp-v0.18.16.tar.gz" \
+    ARROW_AWS_LC_URL="${THIRD_PARTY_PATH}/aws-lc-v1.3.0.tar.gz" \
+    ARROW_AWSSDK_URL="${THIRD_PARTY_PATH}/aws-sdk-cpp-1.10.55.tar.gz" \
+    ARROW_BOOST_URL="${THIRD_PARTY_PATH}/boost-1.81.0.tar.gz" \
+    ARROW_BROTLI_URL="${THIRD_PARTY_PATH}/brotli-v1.0.9.tar.gz" \
+    ARROW_BZIP2_URL="${THIRD_PARTY_PATH}/bzip2-1.0.8.tar.gz" \
+    ARROW_CARES_URL="${THIRD_PARTY_PATH}/cares-1.17.2.tar.gz" \
+    ARROW_CRC32C_URL="${THIRD_PARTY_PATH}/crc32c-1.1.2.tar.gz" \
+    ARROW_GBENCHMARK_URL="${THIRD_PARTY_PATH}/gbenchmark-v1.8.3.tar.gz" \
+    ARROW_GFLAGS_URL="${THIRD_PARTY_PATH}/gflags-v2.2.2.tar.gz" \
+    ARROW_GLOG_URL="${THIRD_PARTY_PATH}/glog-v0.5.0.tar.gz" \
+    ARROW_GOOGLE_CLOUD_CPP_URL="${THIRD_PARTY_PATH}/google-cloud-cpp-v2.22.0.tar.gz" \
+    ARROW_GRPC_URL="${THIRD_PARTY_PATH}/grpc-v1.46.3.tar.gz" \
+    ARROW_GTEST_URL="${THIRD_PARTY_PATH}/gtest-1.11.0.tar.gz" \
+    ARROW_JEMALLOC_URL="${THIRD_PARTY_PATH}/jemalloc-5.3.0.tar.bz2" \
+    ARROW_LZ4_URL="${THIRD_PARTY_PATH}/lz4-v1.9.4.tar.gz" \
+    ARROW_MIMALLOC_URL="${THIRD_PARTY_PATH}/mimalloc-v2.0.6.tar.gz" \
+    ARROW_NLOHMANN_JSON_URL="${THIRD_PARTY_PATH}/nlohmann-json-v3.10.5.tar.gz" \
+    ARROW_OPENTELEMETRY_URL="${THIRD_PARTY_PATH}/opentelemetry-cpp-v1.13.0.tar.gz" \
+    ARROW_OPENTELEMETRY_PROTO_URL="${THIRD_PARTY_PATH}/opentelemetry-proto-v0.17.0.tar.gz" \
+    ARROW_ORC_URL="${THIRD_PARTY_PATH}/orc-2.0.1.tar.gz" \
+    ARROW_PROTOBUF_URL="${THIRD_PARTY_PATH}/protobuf-v21.3.tar.gz" \
+    ARROW_RAPIDJSON_URL="${THIRD_PARTY_PATH}/rapidjson-232389d4f1012dddec4ef84861face2d2ba85709.tar.gz" \
+    ARROW_RE2_URL="${THIRD_PARTY_PATH}/re2-2022-06-01.tar.gz" \
+    ARROW_S2N_TLS_URL="${THIRD_PARTY_PATH}/s2n-v1.3.35.tar.gz" \
+    ARROW_SUBSTRAIT_URL="${THIRD_PARTY_PATH}/substrait-0.44.0.tar.gz" \
+    ARROW_SNAPPY_URL="${THIRD_PARTY_PATH}/snappy-1.1.10.tar.gz" \
+    ARROW_THRIFT_URL="${THIRD_PARTY_PATH}/thrift-0.16.0.tar.gz" \
+    ARROW_UCX_URL="${THIRD_PARTY_PATH}/ucx-1.12.1.tar.gz" \
+    ARROW_UTF8PROC_URL="${THIRD_PARTY_PATH}/utf8proc-v2.7.0.tar.gz" \
+    ARROW_XSIMD_URL="${THIRD_PARTY_PATH}/xsimd-13.0.0.tar.gz" \
+    ARROW_ZLIB_URL="${THIRD_PARTY_PATH}/zlib-1.3.1.tar.gz" \
+    ARROW_ZSTD_URL="${THIRD_PARTY_PATH}/zstd-1.5.6.tar.gz" \
+    && \
+    cmake \
+    -DCMAKE_INSTALL_PREFIX=$ARROW_HOME \
+    -DARROW_COMPUTE=ON \
+    -DARROW_ACERO=ON \
+    -DARROW_WITH_BROTLI=ON \
+    -DARROW_WITH_BZ2=ON \
+    -DARROW_CSV=ON \
+    -DARROW_DATASET=ON \
+    -DARROW_FILESYSTEM=ON \
+    -DARROW_FLIGHT=ON \
+    -DARROW_FLIGHT_SQL=ON \
+    -DARROW_GANDIVA=ON \
+    -DARROW_GCS=ON \
+    -DARROW_HDFS=ON \
+    -DARROW_JEMALLOC=ON \
+    -DARROW_JSON=ON \
+    -DARROW_WITH_LZ4=ON \
+    -DARROW_MIMALLOC=ON \
+    -DARROW_PARQUET=ON \
+    -DARROW_S3=ON \
+    -DARROW_WITH_SNAPPY=ON \
+    -DARROW_SUBSTRAIT=ON \
+    -DARROW_WITH_RE2=ON \
+    -DARROW_WITH_UTF8PROC=ON \
+    -DARROW_TENSORFLOW=ON \
+    -DARROW_WITH_ZLIB=ON \
+    -DARROW_WITH_ZSTD=ON \
+    -DARROW_BUILD_SHARED=ON \
+    -S ${APP_ROOT}/src/arrow/cpp \
+    -B ${APP_ROOT}/src/arrow-build && \
+    \
+    cmake --build ${APP_ROOT}/src/arrow-build --target install && \
+    \
+    source /tmp/hermeto.env && \
+    pip install -r ${APP_ROOT}/src/arrow/python/requirements-wheel-build.txt && \
+    \
+    cd ${APP_ROOT}/src/arrow/python && \
+    PYARROW_PARALLEL=4 python setup.py build_ext --bundle-arrow-cpp bdist_wheel && \
+    pip install dist/pyarrow-*.whl && \
+    \
+    cd ${APP_ROOT}/src && \
+    rm -rf ${APP_ROOT}/src/arrow-build ${APP_ROOT}/src/arrow ${ARROW_HOME}
+
+RUN python -c "import pyarrow; print(pyarrow.__version__)"
+RUN python -c "import pyarrow.lib as _lib; print(_lib.__name__)"
+RUN python -c "import pyarrow.parquet as parquet; print(parquet.__name__)"
+RUN python -c "import pyarrow.dataset as dataset; print(dataset.__name__)"
+RUN python -c "import pyarrow.flight as flight; print(flight.__name__)"
+RUN python -c "import pyarrow.substrait as substrait; print(substrait.__name__)"
+
+# a higher numpy was required for the pyarrow wheel build, but the pyarrow module itself can run w/ a lesser version, "numpy>=1.16.6".
+# feast requires "numpy<2", so here we install numpy 1.x, as well as some other packages which will be needed for the feast build.
+RUN source /tmp/hermeto.env && \
+    pip install "numpy>=1.16.6,<2"
+
+RUN cd ${APP_ROOT}/src/ibis && \
+    source /tmp/hermeto.env && \
+    pip install .[duckdb] && \
+    cd ${APP_ROOT}/src && \
+    rm -rf ${APP_ROOT}/src/ibis
 
 # This section only necessary when building from local feast source ... e.g. ".[minimal]"
 ########################

@@ -1,17 +1,16 @@
-FROM yum-builder:latest
+FROM yum-builder:release
+
+ENV APACHE_ARROW_VERSION="17.0.0"
 
-ENV OFFLINE_BUILD_DIR=offline_build
 ENV ARROW_HOME=${APP_ROOT}/arrow-dist
 ENV LD_LIBRARY_PATH=${ARROW_HOME}/lib:$LD_LIBRARY_PATH
 ENV CMAKE_PREFIX_PATH=${ARROW_HOME}:$CMAKE_PREFIX_PATH
-ENV THIRD_PARTY_PATH=/tmp/arrow/cpp/arrow-thirdparty
-
-COPY --chown=default ${OFFLINE_BUILD_DIR}/arrow/cpp/cmake_modules ${APP_ROOT}/src/arrow/cpp/cmake_modules
-COPY --chown=default ${OFFLINE_BUILD_DIR}/arrow/python ${APP_ROOT}/src/arrow/python
+ENV THIRD_PARTY_PATH=/tmp/hermeto-generic-output/deps/generic
 
 # configured for Arrow version 17.0.0
-RUN mkdir ${ARROW_HOME} ${APP_ROOT}/src/arrow-build
-RUN export \
+RUN mkdir ${APP_ROOT}/src/arrow ${ARROW_HOME} ${APP_ROOT}/src/arrow-build && \
+    tar xfz ${THIRD_PARTY_PATH}/apache-arrow-${APACHE_ARROW_VERSION}.tar.gz -C ${APP_ROOT}/src/arrow --strip-components=1 && \
+    export \
     # Environment variables for an offline Arrow build
     ARROW_ABSL_URL="${THIRD_PARTY_PATH}/absl-20211102.0.tar.gz" \
     ARROW_AWS_C_AUTH_URL="${THIRD_PARTY_PATH}/aws-c-auth-v0.6.22.tar.gz" \
@@ -87,7 +86,7 @@ RUN export \
     -DARROW_WITH_ZLIB=ON \
     -DARROW_WITH_ZSTD=ON \
     -DARROW_BUILD_SHARED=ON \
-    -S /tmp/arrow/cpp \
+    -S ${APP_ROOT}/src/arrow/cpp \
     -B ${APP_ROOT}/src/arrow-build && \
     \
     cmake --build ${APP_ROOT}/src/arrow-build --target install && \
@@ -100,7 +99,7 @@ RUN export \
     pip install dist/pyarrow-*.whl && \
     \
     cd ${APP_ROOT}/src && \
-    rm -rf ${APP_ROOT}/src/arrow-build ${APP_ROOT}/src/arrow ${APP_ROOT}/arrow-dist
+    rm -rf ${APP_ROOT}/src/arrow-build ${APP_ROOT}/src/arrow ${ARROW_HOME}
 
 RUN python -c "import pyarrow; print(pyarrow.__version__)"
 RUN python -c "import pyarrow.lib as _lib; print(_lib.__name__)"
@@ -114,14 +113,13 @@ RUN python -c "import pyarrow.substrait as substrait; print(substrait.__name__)"
 RUN source /tmp/hermeto.env && \
     pip install "numpy>=1.16.6,<2"
 
-COPY --chown=default ${OFFLINE_BUILD_DIR}/ibis ${APP_ROOT}/src/ibis
 RUN cd ${APP_ROOT}/src/ibis && \
     source /tmp/hermeto.env && \
     pip install .[duckdb] && \
     cd ${APP_ROOT}/src && \
     rm -rf ${APP_ROOT}/src/ibis
 
-COPY sdk/python/feast/infra/feature_servers/multicloud/requirements.txt requirements.txt
+COPY requirements.txt requirements.txt
 RUN source /tmp/hermeto.env && \
     pip install -r requirements.txt