From 6dc12a5642d35d18a8e67dd429cf50f0a8dc7201 Mon Sep 17 00:00:00 2001
From: Srinivas Lade <srinulade1@gmail.com>
Date: Thu, 12 Dec 2024 16:11:53 -0500
Subject: [PATCH] [BSE-4203] Use Pixi for Pip Build Deps (#46)

---
 .github/actionlint.yml                        |    1 +
 .github/workflows/_build_bodo_pip.yml         |  131 +-
 .github/workflows/build_wheels.yml            |   32 +-
 CMakeLists.txt                                |   93 +-
 .../bodo/pip/macos/patch_libs_for_pip.py      |    2 +
 buildscripts/bodo/pip/macos/setup_env.sh      |   25 -
 buildscripts/bodo/pip/manylinux/setup_env.sh  |   25 -
 pixi.lock                                     | 1138 +++++++++++++++--
 pixi.toml                                     |   44 +-
 pyproject.toml                                |   17 +-
 10 files changed, 1197 insertions(+), 311 deletions(-)
 delete mode 100755 buildscripts/bodo/pip/macos/setup_env.sh
 delete mode 100755 buildscripts/bodo/pip/manylinux/setup_env.sh

diff --git a/.github/actionlint.yml b/.github/actionlint.yml
index 3bc10a0743..5dc07512cf 100644
--- a/.github/actionlint.yml
+++ b/.github/actionlint.yml
@@ -6,3 +6,4 @@ self-hosted-runner:
     - xlarge
     - self-hosted-small
     - self-hosted-medium
+    - self-hosted-large
diff --git a/.github/workflows/_build_bodo_pip.yml b/.github/workflows/_build_bodo_pip.yml
index b75323b340..9869142050 100644
--- a/.github/workflows/_build_bodo_pip.yml
+++ b/.github/workflows/_build_bodo_pip.yml
@@ -7,6 +7,10 @@ on:
         description: 'Operating System to Build On/For'
         type: string
         required: true
+      bodo_version:
+        description: 'Bodo Version to Build'
+        type: string
+        required: true
 
 # Recommended with setup-micromamba
 # https://github.com/mamba-org/setup-micromamba#about-login-shells
@@ -30,68 +34,97 @@ jobs:
           role-to-assume: arn:aws:iam::427443013497:role/BodoEngineBuildWheelRole
           role-session-name: BodoEngineBuildWheelSession
           role-skip-session-tagging: true
-      # Login to ECR so the linux build can pull the necessary image
-      - name: Login to Amazon ECR
-        id: login-ecr
-        if: inputs.os == 'ubuntu-latest'
-        uses: aws-actions/amazon-ecr-login@v2
-
       - uses: actions/checkout@v4
-        with:
-          # For setuptools_scm to be able to determine version,
-          # we need to fetch the entire history
-          fetch-depth: 0
 
       # https://github.com/actions/runner-images/issues/10624
       - name: Fix PATH in .bashrc
         if: inputs.os == 'macos-14'
         run: |
           sed -i '' '/; export PATH;/d' ~/.bashrc
-          # shellcheck disable=SC2016
-          echo 'export PATH="/opt/homebrew/bin:/opt/homebrew/sbin:$PATH"' >> ~/.bashrc 
-          # shellcheck disable=SC1090
+          echo 'export PATH="/opt/homebrew/bin:/opt/homebrew/sbin:$PATH"' >> ~/.bashrc
           source ~/.bashrc
-
-      # Set up the build conda environment
-      - uses: mamba-org/setup-micromamba@v1
+      # We need Pixi to properly configure the C++ compilers for Mac
+      # For Linux, we only need C++ dependencies, so installing it and updating
+      # some of the envs is enough
+      - name: Install Pixi for Compiler
         if: contains(inputs.os, 'macos')
+        uses: prefix-dev/setup-pixi@v0.8.1
         with:
-          environment-name: build-env
-          environment-file: buildscripts/envs/conda-lock.yml
-          cache-environment: true
-          create-args: --category main --category dev
-          init-shell: >-
-            bash
-            zsh
+          pixi-version: v0.36.0
+          cache: true
+          cache-write: ${{ github.event_name == 'schedule'}}
+          environments: 'pip-cpp'
+          activate-environment: true
+      - name: Install Pixi Global Tools
+        if: contains(inputs.os, 'macos')
+        run: |
+          pixi global install sccache
 
-      - name: Build wheels
+      - name: Build Wheels
+        uses: pypa/cibuildwheel@v2.21.3
         env:
-          CIBW_BEFORE_BUILD_MACOS: |
-            rm -r {package}/bodo/mpi4py
-            eval "$(micromamba shell hook --shell bash)"
-            micromamba deactivate
-            micromamba deactivate
-            PYTHON_VERSION=$(python --version | awk -F 'Python ' '{print$2}')
-            micromamba activate build-env
-            source {project}/buildscripts/bodo/pip/macos/setup_env.sh "$PYTHON_VERSION" {package}/buildscripts/envs/
-          CIBW_BEFORE_BUILD_LINUX: |
-            # Delete mpi4py folder if it exists so correct version gets copied in
-            rm -r {package}/bodo/mpi4py
-            PYTHON_VERSION=$(python --version | awk -F 'Python ' '{print$2}')
-            ENVS_PATH={package}/buildscripts/envs
-            OLD_PYTHON_DIR=$(cd $(dirname $(which python))/..; pwd)
-            echo "OLD_PYTHON_DIR: $OLD_PYTHON_DIR"
-            source {package}/buildscripts/bodo/pip/manylinux/setup_env.sh "${PYTHON_VERSION}" "${ENVS_PATH}"
+          CIBW_BEFORE_ALL_LINUX: |
+            # Install Pixi and Environment
+            curl -fsSL https://pixi.sh/install.sh | bash
             source ~/.bashrc
-            NEW_PYTHON_DIR=$(cd $(dirname $(which python))/..; pwd)
-            echo "NEW_PYTHON_DIR: $NEW_PYTHON_DIR"
-            rm -rf $OLD_PYTHON_DIR
-            ln -s $NEW_PYTHON_DIR $OLD_PYTHON_DIR
-          CIBW_ENVIRONMENT: DISABLE_CCACHE=1 SCCACHE_BUCKET=engine-codebuild-cache SCCACHE_REGION=us-east-2 SCCACHE_S3_USE_SSL=true SCCACHE_S3_SERVER_SIDE_ENCRYPTION=true MACOSX_DEPLOYMENT_TARGET=${{ inputs.os == 'macos-14' && '12.0' || '10.15' }} BODO_VENDOR_MPICH=1
-          CIBW_ENVIRONMENT_PASS_LINUX: AWS_ACCESS_KEY_ID AWS_SECRET_ACCESS_KEY AWS_SESSION_TOKEN AWS_DEFAULT_REGION
-          CIBW_REPAIR_WHEEL_COMMAND_MACOS: 'delocate-wheel --ignore-missing-dependencies --sanitize-rpaths --exclude libmpi --exclude libpmpi --exclude libarrow --exclude libarrow_acero --exclude libarrow_dataset --exclude libarrow_flight --exclude libarrow_python --exclude libarrow_python_flight --exclude libarrow_python_parquet_encryption --exclude libarrow_substrait --exclude libparquet --require-archs {delocate_archs} -v {wheel} && python buildscripts/bodo/pip/macos/patch_libs_for_pip.py -p {wheel} && mv {wheel} {dest_dir}'
-          CIBW_REPAIR_WHEEL_COMMAND_LINUX: 'LD_LIBRARY_PATH=/opt/conda/lib:$LD_LIBRARY_PATH && auditwheel -v repair --exclude libmpi.so.12 --exclude libarrow.so.1801 --exclude libarrow_acero.so.1801 --exclude libarrow_dataset.so.1801 --exclude libarrow_python.so --exclude libparquet.so.1801 --plat manylinux_2_35_x86_64 {wheel} -w {dest_dir} && python buildscripts/bodo/pip/manylinux/patch_libs_for_pip.py -p {dest_dir}'
-        run: pipx run cibuildwheel==2.20.*
+            pixi install -v --locked -e pip-cpp
+            pixi list -e pip-cpp
+            # Global Tools
+            pixi global install sccache
+          CIBW_BEFORE_BUILD: |
+            # Delete mpi4py folder if it exists so correct version gets copied in
+            rm -r {package}/bodo/mpi4py || true
+            rm -rf {package}/build
+            rm -f {package}/mpich.whl
+          CIBW_ENVIRONMENT: >-
+            DISABLE_CCACHE=1
+            SCCACHE_BUCKET=engine-codebuild-cache
+            SCCACHE_REGION=us-east-2
+            SCCACHE_S3_USE_SSL=true
+            SCCACHE_S3_SERVER_SIDE_ENCRYPTION=true
+            MACOSX_DEPLOYMENT_TARGET=${{ inputs.os == 'macos-14' && '12.0' || '10.15' }}
+            BODO_VENDOR_MPICH=1
+            PATH=$HOME/.pixi/bin:$PATH
+            CONDA_PREFIX=$(pwd)/.pixi/envs/pip-cpp
+            SETUPTOOLS_SCM_PRETEND_VERSION=${{ inputs.bodo_version }}
+          CIBW_ENVIRONMENT_LINUX: >
+            PATH=/project/.pixi/envs/pip-cpp/bin:$HOME/.pixi/bin:$PATH
+            LD_LIBRARY_PATH=/project/.pixi/envs/pip-cpp/lib
+            CFLAGS="-isystem /project/.pixi/envs/pip-cpp/include"
+            CPPFLAGS="-isystem /project/.pixi/envs/pip-cpp/include"
+            CC=/project/.pixi/envs/pip-cpp/bin/x86_64-conda-linux-gnu-gcc
+            CXX=/project/.pixi/envs/pip-cpp/bin/x86_64-conda-linux-gnu-g++
+            DISABLE_CCACHE=1
+            SCCACHE_BUCKET=engine-codebuild-cache
+            SCCACHE_REGION=us-east-2
+            SCCACHE_S3_USE_SSL=true
+            SCCACHE_S3_SERVER_SIDE_ENCRYPTION=true
+            BODO_VENDOR_MPICH=1
+            CONDA_PREFIX=/project/.pixi/envs/pip-cpp
+            SETUPTOOLS_SCM_PRETEND_VERSION=${{ inputs.bodo_version }}
+          CIBW_ENVIRONMENT_PASS_LINUX: >
+            AWS_ACCESS_KEY_ID
+            AWS_SECRET_ACCESS_KEY
+            AWS_SESSION_TOKEN
+            AWS_DEFAULT_REGION
+          CIBW_REPAIR_WHEEL_COMMAND_MACOS: >
+            sccache --show-stats && 
+            delocate-wheel --ignore-missing-dependencies --sanitize-rpaths
+            -e libmpi -e libpmpi
+            -e libarrow -e libarrow_acero -e libarrow_dataset -e libarrow_flight
+            -e libarrow_python -e libarrow_python_flight -e libarrow_python_parquet_encryption
+            -e libarrow_substrait -e libparquet
+            --require-archs {delocate_archs} -v {wheel} &&
+            python buildscripts/bodo/pip/macos/patch_libs_for_pip.py -p {wheel} &&
+            mv {wheel} {dest_dir}
+          CIBW_REPAIR_WHEEL_COMMAND_LINUX: >
+            sccache --show-stats && 
+            LD_LIBRARY_PATH=/project/.pixi/envs/pip-cpp/lib:$LD_LIBRARY_PATH auditwheel -v repair 
+            --exclude libmpi.so.12 --exclude libmpi.so.40 
+            --exclude libarrow.so.1801 --exclude libarrow_acero.so.1801 --exclude libarrow_dataset.so.1801 
+            --exclude libarrow_python.so --exclude libparquet.so.1801 
+            --plat manylinux_2_35_x86_64 {wheel} -w {dest_dir} && 
+            python buildscripts/bodo/pip/manylinux/patch_libs_for_pip.py -p {dest_dir}
 
       - uses: actions/upload-artifact@v4
         with:
diff --git a/.github/workflows/build_wheels.yml b/.github/workflows/build_wheels.yml
index af33606809..335defd1cc 100644
--- a/.github/workflows/build_wheels.yml
+++ b/.github/workflows/build_wheels.yml
@@ -9,24 +9,46 @@ on:
   pull_request:
     paths:
       - 'pixi.lock'
-      - '.github/workflows/release.yml'
       - '.github/workflows/_build_*_pip.yml'
+      - '.github/workflows/build_wheels.yml'
 
 jobs:
+  get_version:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout Code
+        uses: actions/checkout@v4
+        with:
+          # For setuptools_scm to be able to determine version,
+          # we need to fetch the entire history
+          fetch-depth: 0
+      - name: Get Version
+        id: get_version
+        run: |
+          set -exo pipefail
+          pip install setuptools_scm
+          echo "bodo_version=`python -m setuptools_scm`" >> $GITHUB_OUTPUT
+    outputs:
+      bodo_version: ${{ steps.get_version.outputs.bodo_version }}
+
   build_bodo_linux_wheels:
     uses: ./.github/workflows/_build_bodo_pip.yml
+    needs: [get_version]
     with:
       os: ubuntu-latest
+      bodo_version: ${{ needs.get_version.outputs.bodo_version }}
     secrets: inherit
 
   build_bodo_macos_wheels:
     uses: ./.github/workflows/_build_bodo_pip.yml
+    needs: [get_version]
     strategy:
       fail-fast: false
       matrix:
         os: [macos-13, macos-14]
     with:
       os: ${{ matrix.os }}
+      bodo_version: ${{ needs.get_version.outputs.bodo_version }}
     secrets: inherit
 
   test-bodo-linux:
@@ -36,8 +58,6 @@ jobs:
     # The manylinux image we use to build the wheels can't install the wheels since it's too old.
     # For this reason we test them separately
     runs-on: ubuntu-latest
-    container:
-      image: python:${{ matrix.python_version }}
     needs: build_bodo_linux_wheels
     steps:
       - uses: actions/download-artifact@v4
@@ -45,6 +65,9 @@ jobs:
         with:
           pattern: cibw-wheels-ubuntu-*
           path: .
+      - uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python_version }}
       - name: Install
         run: |
           # Install bodo from the local wheel
@@ -53,6 +76,7 @@ jobs:
           pip install bodo
       - name: Test
         run: |
+          set -exo pipefail
           export BODO_NUM_WORKERS=2
           python -c '\
           import bodo
@@ -125,6 +149,7 @@ jobs:
   test-bodosql:
     runs-on: ubuntu-latest
     strategy:
+      fail-fast: false
       matrix:
         python_version: ["3.10", "3.11", "3.12"]
     needs: build_bodosql_wheels
@@ -151,6 +176,7 @@ jobs:
           pip install bodo bodosql
       - name: Test
         run: |
+          set -exo pipefail
           BODO_NUM_WORKERS=2 python -c '\
           import pandas as pd
           import bodosql
diff --git a/CMakeLists.txt b/CMakeLists.txt
index 706d1fe191..db09789b9f 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -7,7 +7,7 @@ include(FetchContent)
 include(CMakePrintHelpers)
 # LTO Support
 include(CheckIPOSupported)
-check_ipo_supported()
+check_ipo_supported(LANGUAGES CXX)
 
 
 # ------------------------- Enable Compilation Caches -------------------------
@@ -198,7 +198,7 @@ cmake_print_variables(CONDA_INCLUDE_DIR)
 set(CONDA_LIB_DIR "$ENV{CONDA_PREFIX}/lib")
 cmake_print_variables(CONDA_LIB_DIR)
 
-# This is supposed to work, but isnt. I don't know why
+# This is supposed to work, but isn't. I don't know why
 # include_directories(SYSTEM "${CONDA_INCLUDE_DIR}")
 # Similarly, the following line doesn't work
 # target_include_directories(ext SYSTEM PRIVATE ${CONDA_INCLUDE_DIR})
@@ -210,35 +210,53 @@ cmake_print_variables(CONDA_LIB_DIR)
 set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -isystem ${CONDA_INCLUDE_DIR}")
 set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -isystem ${CONDA_INCLUDE_DIR}")
 
-# Vendor MPI4Py
-if(NOT EXISTS "${CMAKE_CURRENT_SOURCE_DIR}/bodo/mpi4py")
-  message(STATUS "Copying mpi4py to source directory")
-  file(COPY "$ENV{CONDA_PREFIX}/lib/python${Python_VERSION_MAJOR}.${Python_VERSION_MINOR}/site-packages/mpi4py" DESTINATION "${CMAKE_CURRENT_SOURCE_DIR}/bodo/")
-endif()
-message(STATUS "Copying mpi4py to wheel")
-file(COPY "${CMAKE_CURRENT_SOURCE_DIR}/bodo/mpi4py" DESTINATION "${SKBUILD_PLATLIB_DIR}/bodo/")
-
 # Vendor MPICH
 if(DEFINED ENV{BODO_VENDOR_MPICH})
-  message(STATUS "Downloading mpich")
-  execute_process(COMMAND ${Python_EXECUTABLE} -m pip download mpich==${MPICH_VERSION} -i  https://pypi.anaconda.org/mpi4py/simple)
-  execute_process(COMMAND unzip mpich-*.whl "mpich*.data/*" -d mpich-tmp-extract-dir)
+  message(STATUS "Downloading MPICH")
+  execute_process(COMMAND ${Python_EXECUTABLE} -m pip download mpich==${MPICH_VERSION} -i https://pypi.anaconda.org/mpi4py/simple)
+  execute_process(COMMAND unzip "mpich-*.whl" "mpich*.data/*" -d mpich-tmp-extract-dir)
   file(GLOB MPICH_DATA_DIR "mpich-tmp-extract-dir/mpich-*.data/data/*")
-  file(COPY ${MPICH_DATA_DIR} DESTINATION "${SKBUILD_DATA_DIR}" FOLLOW_SYMLINK_CHAIN FILE_PERMISSIONS OWNER_EXECUTE GROUP_EXECUTE WORLD_EXECUTE OWNER_READ GROUP_READ WORLD_READ OWNER_WRITE GROUP_WRITE)
+  file(COPY ${MPICH_DATA_DIR} DESTINATION "${SKBUILD_DATA_DIR}" FOLLOW_SYMLINK_CHAIN 
+    FILE_PERMISSIONS OWNER_EXECUTE GROUP_EXECUTE WORLD_EXECUTE OWNER_READ GROUP_READ WORLD_READ OWNER_WRITE GROUP_WRITE)
   file(GLOB MPICH_WHEEL "mpich-*.whl")
   file(REMOVE_RECURSE ${MPICH_WHEEL} mpich-tmp-extract-dir)
-  message(STATUS "Moved mpich to ${SKBUILD_DATA_DIR}")
+  message(STATUS "Moved MPICH to ${SKBUILD_DATA_DIR}")
+
+  set(MPICH_INCLUDE_DIR "${SKBUILD_DATA_DIR}/include")
+  set(MPICH_LIB_DIR "${SKBUILD_DATA_DIR}/lib")
+else()
+  set(MPICH_INCLUDE_DIR "${CONDA_INCLUDE_DIR}")
+  set(MPICH_LIB_DIR "${CONDA_LIB_DIR}")
 endif()
+cmake_print_variables(MPICH_INCLUDE_DIR)
 
-# Find PyArrow Include Directory
-# TODO: Use Arrow Include Directory from Conda Instead
+# Vendor MPI4Py
+if(NOT EXISTS "${CMAKE_CURRENT_SOURCE_DIR}/bodo/mpi4py")
+  message(STATUS "Copying MPI4Py to Source Directory")
+  # Extract the location of the site-packages directory containing mpi4py
+  execute_process(
+    COMMAND "${PYTHON_EXECUTABLE}" -c "import mpi4py; print(mpi4py.__path__[0])"
+    OUTPUT_VARIABLE MPI4PY_PACKAGE_DIR
+    OUTPUT_STRIP_TRAILING_WHITESPACE
+  )
+  file(COPY ${MPI4PY_PACKAGE_DIR} DESTINATION "${CMAKE_CURRENT_SOURCE_DIR}/bodo/")
+endif()
+message(STATUS "Copying MPI4Py to Bodo Directory")
+file(COPY "${CMAKE_CURRENT_SOURCE_DIR}/bodo/mpi4py" DESTINATION "${SKBUILD_PLATLIB_DIR}/bodo/")
+
+# Find PyArrow Include and Lib Directory
+# TODO: Use Arrow Directories from Conda Instead if Available
 execute_process(
   COMMAND "${PYTHON_EXECUTABLE}" -c "import pyarrow; print(pyarrow.get_include())"
   OUTPUT_VARIABLE PYARROW_INCLUDE_DIR
   OUTPUT_STRIP_TRAILING_WHITESPACE
 )
+# PyArrow on Pip bundles the Arrow shared libraries, but named as lib*.EXT.VERSION
+# I.E. libarrow.so.1700 instead of the expected libarrow.so
+# Thus, we need PyArrow to create symlinks to the correct names
+# They have a helper function to do this, and it should be a NOOP with PyArrow on Conda
 execute_process(
-  COMMAND "${PYTHON_EXECUTABLE}" -c "import pyarrow; print(pyarrow.get_library_dirs()[0])"
+  COMMAND "${PYTHON_EXECUTABLE}" -c "import pyarrow; pyarrow.create_library_symlinks(); print(pyarrow.get_library_dirs()[0])"
   OUTPUT_VARIABLE PYARROW_LIB_DIR
   OUTPUT_STRIP_TRAILING_WHITESPACE
 )
@@ -250,7 +268,7 @@ cmake_print_variables(PYARROW_LIB_DIR)
 cmake_print_variables(Python_NumPy_INCLUDE_DIR)
 
 # Combine All 2 Includes
-set(BASE_INCLUDE_DIRS ${PYARROW_INCLUDE_DIR} ${Python_NumPy_INCLUDE_DIR})
+set(BASE_INCLUDE_DIRS ${PYARROW_INCLUDE_DIR} ${Python_NumPy_INCLUDE_DIR} ${MPICH_INCLUDE_DIR})
 
 
 # ------------------------ Cython Target - bodo.io.pyfs -----------------------
@@ -266,8 +284,7 @@ add_custom_command(
 
 python_add_library(pyfs MODULE WITH_SOABI "bodo/io/pyfs.cpp")
 target_include_directories(pyfs PRIVATE ${BASE_INCLUDE_DIRS})
-target_link_directories(pyfs PRIVATE ${PYARROW_LIB_DIR})
-target_link_directories(pyfs PRIVATE ${CONDA_LIB_DIR})
+target_link_directories(pyfs PRIVATE ${PYARROW_LIB_DIR} ${CONDA_LIB_DIR})
 target_link_libraries(pyfs PRIVATE arrow arrow_python)
 install(TARGETS pyfs DESTINATION "bodo/io/")
 
@@ -284,12 +301,10 @@ add_custom_command(
 set(pyarrow_wrappers_sources "bodo/io/pyarrow_wrappers.cpp" "bodo/io/arrow_compat.cpp")
 python_add_library(pyarrow_wrappers MODULE WITH_SOABI "${pyarrow_wrappers_sources}")
 target_include_directories(pyarrow_wrappers PRIVATE ${BASE_INCLUDE_DIRS})
-target_link_directories(pyarrow_wrappers PRIVATE ${PYARROW_LIB_DIR})
-target_link_directories(pyarrow_wrappers PRIVATE ${CONDA_LIB_DIR})
-target_link_libraries(pyarrow_wrappers PRIVATE arrow arrow_python arrow_dataset)
+target_link_directories(pyarrow_wrappers PRIVATE ${PYARROW_LIB_DIR} ${CONDA_LIB_DIR} ${MPICH_LIB_DIR})
+target_link_libraries(pyarrow_wrappers PRIVATE arrow arrow_python arrow_dataset mpi)
 install(TARGETS pyarrow_wrappers DESTINATION "bodo/io/")
 
-
 # ----------------------- Cython Target - bodo.io._hdfs -----------------------
 add_custom_command(
   OUTPUT bodo/io/_hdfs.cpp
@@ -303,12 +318,10 @@ add_custom_command(
 
 python_add_library(_hdfs MODULE WITH_SOABI "bodo/io/_hdfs.cpp")
 target_include_directories(_hdfs PUBLIC ${BASE_INCLUDE_DIRS})
-target_link_directories(_hdfs PRIVATE ${PYARROW_LIB_DIR})
-target_link_directories(_hdfs PRIVATE ${CONDA_LIB_DIR})
+target_link_directories(_hdfs PRIVATE ${PYARROW_LIB_DIR} ${CONDA_LIB_DIR})
 target_link_libraries(_hdfs PRIVATE arrow arrow_python)
 install(TARGETS _hdfs DESTINATION "bodo/io/")
 
-
 # ---------------------- Cython Target - bodo.io.tracing ----------------------
 if (NOT (CMAKE_BUILD_TYPE STREQUAL "Release"))
   set(BODO_DEV_BUILD "1")
@@ -326,11 +339,11 @@ add_custom_command(
 )
 
 python_add_library(tracing MODULE WITH_SOABI "bodo/utils/tracing.c")
-target_link_directories(tracing PRIVATE ${CONDA_LIB_DIR})
+target_include_directories(tracing PRIVATE ${MPICH_INCLUDE_DIR})
+target_link_directories(tracing PRIVATE ${CONDA_LIB_DIR} ${MPICH_LIB_DIR})
 target_link_libraries(tracing PRIVATE mpi)
 install(TARGETS tracing DESTINATION "bodo/utils/")
 
-
 # ---------------------- Cython Target - bodo.memory -----------------------
 add_custom_command(
   OUTPUT bodo/memory.cpp
@@ -343,12 +356,10 @@ add_custom_command(
 
 python_add_library(memory MODULE WITH_SOABI "bodo/memory.cpp")
 target_include_directories(memory PRIVATE ${BASE_INCLUDE_DIRS} "${CMAKE_CURRENT_SOURCE_DIR}/bodo/")
-target_link_directories(memory PRIVATE ${PYARROW_LIB_DIR})
-target_link_directories(memory PRIVATE ${CONDA_LIB_DIR})
+target_link_directories(memory PRIVATE ${PYARROW_LIB_DIR} ${CONDA_LIB_DIR})
 target_link_libraries(memory PRIVATE arrow arrow_python)
 install(TARGETS memory DESTINATION "bodo/")
 
-
 # ---------------------- Cython Target - bodo.tests.memory_tester -----------------------
 add_custom_command(
   OUTPUT bodo/tests/memory_tester.cpp
@@ -371,8 +382,7 @@ python_add_library(
 )
 
 target_include_directories(memory_tester PRIVATE ${BASE_INCLUDE_DIRS} "${CMAKE_CURRENT_SOURCE_DIR}/bodo/tests/")
-target_link_directories(memory_tester PRIVATE ${PYARROW_LIB_DIR})
-target_link_directories(memory_tester PRIVATE ${CONDA_LIB_DIR})
+target_link_directories(memory_tester PRIVATE ${PYARROW_LIB_DIR} ${CONDA_LIB_DIR} ${MPICH_LIB_DIR})
 target_link_libraries(memory_tester PRIVATE mpi arrow arrow_python fmt::fmt)
 if(NOT(CMAKE_BUILD_TYPE STREQUAL "Release"))
   target_compile_definitions(
@@ -384,7 +394,6 @@ if(NOT(CMAKE_BUILD_TYPE STREQUAL "Release"))
 endif()
 install(TARGETS memory_tester DESTINATION "bodo/tests/")
 
-
 # ---------------------- Cython Target - bodo.transforms.type_inference.native_typer -----------------------
 add_custom_command(
   OUTPUT bodo/transforms/type_inference/native_typer.cpp
@@ -403,9 +412,7 @@ python_add_library(
     "bodo/transforms/type_inference/typeinfer.cpp"
     "bodo/transforms/type_inference/ir.cpp"
 )
-
 target_include_directories(native_typer PRIVATE ${BASE_INCLUDE_DIRS} "${CMAKE_CURRENT_SOURCE_DIR}/bodo/transforms/type_inference/" "${CMAKE_CURRENT_BINARY_DIR}/bodo/transforms/type_inference/")
-target_link_directories(native_typer PRIVATE ${PYARROW_LIB_DIR})
 target_link_directories(native_typer PRIVATE ${CONDA_LIB_DIR})
 target_link_libraries(native_typer PRIVATE fmt::fmt)
 install(TARGETS native_typer DESTINATION "bodo/transforms/type_inference/")
@@ -500,8 +507,7 @@ set(sources_list
 
 if (BUILD_WITH_V8)
   set(sources_list "${sources_list}"
-    "bodo/libs/_javascript_udf.cpp"
-      )
+    "bodo/libs/_javascript_udf.cpp")
 endif()
 
 # Some files cannot be compiled with -Werror=implict-fallthrough, but we want
@@ -559,7 +565,7 @@ python_add_library(ext MODULE WITH_SOABI "${sources_list}")
 
 # Dependency Includes Are `-isystem` to Suppress Warnings
 target_include_directories(ext SYSTEM PRIVATE ${BASE_INCLUDE_DIRS})
-target_link_directories(ext PRIVATE ${CONDA_LIB_DIR})
+target_link_directories(ext PRIVATE ${CONDA_LIB_DIR} ${MPICH_LIB_DIR})
 
 if (CMAKE_BUILD_TYPE STREQUAL "Release")
   target_compile_options(ext PRIVATE "-Wno-unknown-pragmas")
@@ -631,7 +637,6 @@ if (IS_PLATFORM OR DEFINED ENV{USE_BODO_ARROW_FORK})
   target_compile_definitions(ext PRIVATE "USE_BODO_ARROW_FORK=1")
 endif()
 
-
 if (BUILD_WITH_V8)
   message(STATUS "Building with V8")
   target_link_libraries(ext PRIVATE
@@ -648,12 +653,10 @@ if (BUILD_WITH_V8)
   target_include_directories(ext PRIVATE "${v8_SOURCE_DIR}/v8")
   target_compile_definitions(ext PRIVATE "BUILD_WITH_V8=1")
 endif()
-add_dependencies(ext pyfs _hdfs tracing pyarrow_wrappers)
-
 
 target_include_directories(ext PRIVATE ${datasketches_INSTALL_DIR}/include/DataSketches)
 add_dependencies(ext datasketches)
 
 set_target_properties(ext PROPERTIES CXX_CLANG_TIDY "${CLANG_TIDY_COMMAND}")
-
+add_dependencies(ext pyfs _hdfs tracing pyarrow_wrappers datasketches)
 install(TARGETS ext DESTINATION "bodo/")
diff --git a/buildscripts/bodo/pip/macos/patch_libs_for_pip.py b/buildscripts/bodo/pip/macos/patch_libs_for_pip.py
index 90e48d331e..ca435bd378 100644
--- a/buildscripts/bodo/pip/macos/patch_libs_for_pip.py
+++ b/buildscripts/bodo/pip/macos/patch_libs_for_pip.py
@@ -34,8 +34,10 @@ def patch_lib(fpath):
     #     @rpath/libarrow.500.dylib (compatibility version 500.0.0, current version 500.0.0)
     #     @rpath/libc++.1.dylib (compatibility version 1.0.0, current version 1.0.0)
     #     /usr/lib/libSystem.B.dylib (compatibility version 1.0.0, current version 1311.0.0)
+    print("Loaded Libs for", fpath)
 
     for lib in load_libs[1:]:
+        print(lib)
         if is_libmpi(lib):
             print("Patching libmpi")
             # Each line looks like
diff --git a/buildscripts/bodo/pip/macos/setup_env.sh b/buildscripts/bodo/pip/macos/setup_env.sh
deleted file mode 100755
index d88f89f595..0000000000
--- a/buildscripts/bodo/pip/macos/setup_env.sh
+++ /dev/null
@@ -1,25 +0,0 @@
-#!/bin/bash
-set -e
-PYTHON_VERSION=$1
-ENVS_PATH=$2
-eval "$(micromamba shell hook --shell bash)"
-micromamba activate base
-micromamba remove -n build-env --all || true-
-
-#- Trim Python version to major.minor
-PYTHON_VERSION=$(echo "$PYTHON_VERSION" | cut -d. -f1,2)
-# Replace python version in main.yml
-sed -i '' "s/^  - python=.*/  - python=${PYTHON_VERSION}/" "$ENVS_PATH/main.yml"
-# Remove bodo.ai channel to use conda-forge pyarrow main
-sed -i '' "/  - bodo.ai/d" "$ENVS_PATH/main.yml"
-# Remove bodo.ai channel to use conda-forge pyarrow dev
-sed -i '' "/  - bodo.ai/d" "$ENVS_PATH/dev.yml"
-
-pip install conda-lock
-# Create the lock file
-conda-lock -f "$ENVS_PATH"/main.yml -f "$ENVS_PATH"/dev.yml
-# Create the environment
-micromamba install -y -r /Users/runner/micromamba -n build-env --rc-file /Users/runner/work/_temp/setup-micromamba/.condarc --category main --category dev -f conda-lock.yml
-
-# Activate the environment
-micromamba activate build-env
diff --git a/buildscripts/bodo/pip/manylinux/setup_env.sh b/buildscripts/bodo/pip/manylinux/setup_env.sh
deleted file mode 100755
index df5f2de5d1..0000000000
--- a/buildscripts/bodo/pip/manylinux/setup_env.sh
+++ /dev/null
@@ -1,25 +0,0 @@
-#!/bin/bash
-PYTHON_VERSION=$1
-ENVS_PATH=$2
-set -e pipefail
-echo "PYTHON_VERSION: $PYTHON_VERSION"
-echo "ENVS_PATH: $ENVS_PATH"
-
-# Trim Python version to major.minor
-PYTHON_VERSION=$(echo "$PYTHON_VERSION" | cut -d. -f1,2)
-
-eval "$(micromamba shell hook --shell bash)"
-# Replace python version in main.yml
-sed  "s/- python=.*/- python=${PYTHON_VERSION}/g" "${ENVS_PATH}/main.yml" > "${ENVS_PATH}/main-mod-version.yml"
-# Replace bodo.ai::pyarrow with conda-forge::pyarrow
-sed  "s_bodo.ai/linux-64::__g" "$ENVS_PATH/main-mod-version.yml" > "${ENVS_PATH}/main-mod-version-2.yml"
-# Remove bodo.ai channel to use conda-forge pyarrow in main
-sed  "/  - bodo.ai/d" "$ENVS_PATH/main-mod-version-2.yml" > "${ENVS_PATH}/main-mod-version-3.yml"
-# Remove bodo.ai channel to use conda-forge pyarrow in dev
-sed  "/  - bodo.ai/d" "$ENVS_PATH/dev.yml" > "${ENVS_PATH}/dev-mod-version.yml"
-# Create the lock file
-pip install conda-lock
-conda-lock -f "${ENVS_PATH}"/main-mod-version-3.yml -f "${ENVS_PATH}"/dev-mod-version.yml -c conda-forge
-# Create the environment
-micromamba install --category main --category dev -f conda-lock.yml -y --force-reinstall
-
diff --git a/pixi.lock b/pixi.lock
index 29f559359b..dfa24f7f07 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -68,7 +68,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/click-8.1.7-unix_pyh707e725_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/cloudpickle-3.1.0-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/cmake-3.31.2-hf9cb763_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/cmake-3.31.2-h74e3db0_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/colorama-0.4.6-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/contourpy-1.3.1-py312h68727a3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/coverage-7.6.9-py312h178313f_0.conda
@@ -95,7 +95,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/fontconfig-2.15.0-h7e30c49_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/fonts-conda-ecosystem-1-0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/fonts-conda-forge-1-0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.55.2-py312h178313f_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.55.3-py312h178313f_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/freetype-2.12.1-h267a509_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/frozenlist-1.5.0-py312h66e93f0_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2024.10.0-pyhd8ed1ab_1.conda
@@ -109,7 +109,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/glib-2.82.2-h44428e9_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/glib-tools-2.82.2-h4833e2c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/glog-0.7.1-hbabe93e_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/google-api-core-2.22.0-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/google-api-core-2.24.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/google-auth-2.36.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/google-auth-oauthlib-1.2.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/google-cloud-core-2.4.1-pyhd8ed1ab_1.conda
@@ -258,8 +258,8 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/mpi4py-3.1.5-py312h5256a87_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/mpich-4.1.2-h846660c_104.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/msal-1.31.0-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/msal_extensions-1.2.0-py312h7900ff3_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/multidict-6.1.0-py312h178313f_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/msal_extensions-1.2.0-py312h7900ff3_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/multidict-6.1.0-py312h178313f_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/munkres-1.1.4-pyh9f0ad1d_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/linux-64/mysql-common-9.0.1-h266115a_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/mysql-libs-9.0.1-he0572af_3.conda
@@ -362,7 +362,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/sortedcontainers-2.4.0-pyhd8ed1ab_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/soupsieve-2.5-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/sqlalchemy-2.0.36-py312h66e93f0_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/sqlglot-25.34.1-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/sqlglot-26.0.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/stack_data-0.6.3-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/sysroot_linux-64-2.17-h4a8ded7_18.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/threadpoolctl-3.5.0-pyhc1e730c_0.conda
@@ -482,7 +482,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-64/clangxx_osx-64-19.1.5-h7e5c614_23.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/click-8.1.7-unix_pyh707e725_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/cloudpickle-3.1.0-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-64/cmake-3.31.2-heacca2f_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-64/cmake-3.31.2-h477996e_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/colorama-0.4.6-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/compiler-rt-19.1.5-h52031e2_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/compiler-rt_osx-64-19.1.5-hc6f8467_0.conda
@@ -509,7 +509,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-64/fontconfig-2.15.0-h37eeddb_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/fonts-conda-ecosystem-1-0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/fonts-conda-forge-1-0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/osx-64/fonttools-4.55.2-py312h3520af0_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-64/fonttools-4.55.3-py312h3520af0_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/freetype-2.12.1-h60636b9_2.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/frozenlist-1.5.0-py312h3d0f464_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2024.10.0-pyhd8ed1ab_1.conda
@@ -518,7 +518,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-64/gettext-tools-0.22.5-hdfe23c8_3.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/gflags-2.2.2-hac325c4_1005.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/glog-0.7.1-h2790a97_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/google-api-core-2.22.0-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/google-api-core-2.24.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/google-auth-2.36.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/google-auth-oauthlib-1.2.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/google-cloud-core-2.4.1-pyhd8ed1ab_1.conda
@@ -637,7 +637,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-64/mpi4py-3.1.5-py312h9f63fdf_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/mpich-4.1.2-hd33e60e_104.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/msal-1.31.0-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-64/msal_extensions-1.2.0-py312hb401068_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-64/msal_extensions-1.2.0-py312hb401068_2.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/multidict-6.1.0-py312h6f3313d_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/munkres-1.1.4-pyh9f0ad1d_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/osx-64/ncurses-6.5-hf036a51_1.conda
@@ -731,7 +731,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/sortedcontainers-2.4.0-pyhd8ed1ab_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/soupsieve-2.5-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/sqlalchemy-2.0.36-py312h3d0f464_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/sqlglot-25.34.1-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/sqlglot-26.0.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/stack_data-0.6.3-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/tapi-1300.6.5-h390ca13_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/threadpoolctl-3.5.0-pyhc1e730c_0.conda
@@ -832,7 +832,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/clangxx_osx-arm64-19.1.5-h07b0088_23.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/click-8.1.7-unix_pyh707e725_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/cloudpickle-3.1.0-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/cmake-3.31.2-h326f17c_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/cmake-3.31.2-ha25475f_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/colorama-0.4.6-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/compiler-rt-19.1.5-hd2aecb6_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/compiler-rt_osx-arm64-19.1.5-h7969c41_0.conda
@@ -858,7 +858,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/fontconfig-2.15.0-h1383a14_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/fonts-conda-ecosystem-1-0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/fonts-conda-forge-1-0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/fonttools-4.55.2-py312h998013c_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/fonttools-4.55.3-py312h998013c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/freetype-2.12.1-hadb7bae_2.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/frozenlist-1.5.0-py312h0bf5046_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2024.10.0-pyhd8ed1ab_1.conda
@@ -867,7 +867,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/gettext-tools-0.22.5-h8414b35_3.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/gflags-2.2.2-hf9b8971_1005.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/glog-0.7.1-heb240a5_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/google-api-core-2.22.0-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/google-api-core-2.24.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/google-auth-2.36.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/google-auth-oauthlib-1.2.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/google-cloud-core-2.4.1-pyhd8ed1ab_1.conda
@@ -986,7 +986,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/mpi4py-3.1.5-py312h8d05a6a_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/mpich-4.1.2-hd4b5bf3_104.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/msal-1.31.0-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/msal_extensions-1.2.0-py312h81bd7bf_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/msal_extensions-1.2.0-py312h81bd7bf_2.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/multidict-6.1.0-py312hdb8e49c_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/munkres-1.1.4-pyh9f0ad1d_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/ncurses-6.5-h7bae524_1.conda
@@ -1080,7 +1080,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/sortedcontainers-2.4.0-pyhd8ed1ab_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/soupsieve-2.5-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/sqlalchemy-2.0.36-py312h0bf5046_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/sqlglot-25.34.1-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/sqlglot-26.0.0-pyhd8ed1ab_0.conda
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+  md5: 5f17883266c5312a1fc73583f28ebae5
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc-ng >=12
+  - openssl >=3.3.1,<4.0a0
+  license: Apache-2.0
+  license_family: Apache
+  size: 353483
+  timestamp: 1723253710366
 - kind: conda
   name: s2n
   version: 1.5.9
@@ -17505,20 +18345,21 @@ packages:
   timestamp: 1729066546472
 - kind: conda
   name: sqlglot
-  version: 25.34.1
+  version: 26.0.0
   build: pyhd8ed1ab_0
   subdir: noarch
   noarch: python
-  url: https://conda.anaconda.org/conda-forge/noarch/sqlglot-25.34.1-pyhd8ed1ab_0.conda
-  sha256: b02efffe6d97ba4981983fb8dc70c8948cfd19e5702bdb7753b69c264af571cc
-  md5: cc709be2758c1ad0ea6783e2e8ff2eee
+  url: https://conda.anaconda.org/conda-forge/noarch/sqlglot-26.0.0-pyhd8ed1ab_0.conda
+  sha256: 22ac69783e3b11258174b9061e897f37138ece528d35b2c73f0745fffd1ab5e3
+  md5: a649364d57540e13937f5387827f75ce
   depends:
   - python >=3.9
   constrains:
   - sqlglotrs 0.3.0.*
   license: MIT
-  size: 308820
-  timestamp: 1733846171916
+  license_family: MIT
+  size: 309449
+  timestamp: 1733903386927
 - kind: conda
   name: stack_data
   version: 0.6.3
@@ -18709,6 +19550,19 @@ packages:
   license_family: MIT
   size: 26134
   timestamp: 1731320782817
+- kind: conda
+  name: xz
+  version: 5.2.6
+  build: h166bdaf_0
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/xz-5.2.6-h166bdaf_0.tar.bz2
+  sha256: 03a6d28ded42af8a347345f82f3eebdd6807a08526d47899a42d62d319609162
+  md5: 2161070d867d1b1204ea749c8eec4ef0
+  depends:
+  - libgcc-ng >=12
+  license: LGPL-2.1 and GPL-2.0
+  size: 418368
+  timestamp: 1660346797927
 - kind: conda
   name: xz
   version: 5.6.3
diff --git a/pixi.toml b/pixi.toml
index 2f17de7677..58049bcd59 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -6,11 +6,13 @@ conda-pypi-map = { "bodo.ai" = "buildscripts/bodo_mapping.json" }
 
 [environments]
 # Development
-default = { features = ["dev", "local-mpi"], solve-group = "312" }
-azure =   { features = ["dev", "local-mpi", "azure"], solve-group = "312" }
+default =      { features = ["rcpp", "dev", "local-mpi"],          solve-group = "312" }
+azure =        { features = ["rcpp", "dev", "local-mpi", "azure"], solve-group = "312" }
 # Platform
-platform = { features = ["platform", "platform-mpi"], solve-group = "312-platform" }
-platform-dev = { features = ["dev", "platform-mpi"], solve-group = "312-platform" }
+platform =     { features = ["rcpp", "platform", "platform-mpi"],  solve-group = "312-platform" }
+platform-dev = { features = ["rcpp", "dev", "platform-mpi"],       solve-group = "312-platform" }
+# Pip C++ Deps
+pip-cpp =      { features = ["rcpp", "pip", "local-mpi"], no-default-feature = true,   solve-group = "pip" }
 
 # Build Commands
 [tasks.build-bodo]
@@ -65,12 +67,6 @@ macos = "12.0"
 [dependencies]
 python = "3.12.*"
 pip = "*"
-# Core C++ Deps
-libcurl = "~=8.0"
-zstd = "<=1.5.6"
-hdf5 = { version = ">=1.14.3,<1.14.4.0a0", build = "*mpi_mpich_*" }
-aws-sdk-cpp = "*"
-boost-cpp = "1.85"
 # Core Python Deps
 numba = "0.60.0"
 numpy = ">=1.24,<1.27"
@@ -108,7 +104,6 @@ snowflake-connector-python = "*"
 xlrd = "*"
 xlsxwriter = "*"
 openpyxl = "*"
-
 [target.linux-64.dependencies]
 cx_oracle = "*"
 pyarrow = { version = "18.1.0", channel = "bodo.ai" }
@@ -116,16 +111,23 @@ libarrow = { version = "18.1.0", channel = "bodo.ai" }
 [target.osx-64.dependencies]
 cx_oracle = "*"
 
+# Runtime C++ Deps
+[feature.rcpp.dependencies]
+libcurl = "~=8.0"
+zstd = "<=1.5.6"
+hdf5 = { version = ">=1.14.3,<1.14.4.0a0", build = "*mpi_mpich_*" }
+aws-sdk-cpp = "*"
+boost-cpp = "1.85"
+
 [feature.dev.dependencies]
 # Build Python
 setuptools = ">=64"
 setuptools_scm = ">=8"
 cython = ">=3.0,<3.1"
-"scikit-build-core" = "*"
+scikit-build-core = "*"
 # Copied into bodo/mpi4py
 mpi4py = "~=3.1"
-
-# Build C++
+# Build C++ Deps
 cmake = "*"
 ninja = "*"
 make = "*"
@@ -192,7 +194,6 @@ clang_osx-arm64 = "=19"
 clangxx_osx-arm64 = "=19"
 clang-tools = "=19"
 
-# Platform Setup (for lockfile only)
 [feature.platform]
 platforms = ["linux-64"]
 [feature.platform.target.linux-64.dependencies]
@@ -224,3 +225,16 @@ dependencies = { mpich = { version = "4.1.2", build = "external_4", channel = "c
 [feature.azure.dependencies]
 pytest-azurepipelines = "*"
 pytest-nunit = "*"
+
+# Pip to Limit libstdcxx.so
+[feature.pip.target.linux-64.dependencies]
+gcc_linux-64 = "*"
+gxx_linux-64 = "*"
+libstdcxx = "<13.1"
+libstdcxx-ng = "<13.1"
+[feature.pip.target.osx-64.dependencies]
+clang_osx-64 = "=19"
+clangxx_osx-64 = "=19"
+[feature.pip.target.osx-arm64.dependencies]
+clang_osx-arm64 = "=19"
+clangxx_osx-arm64 = "=19"
diff --git a/pyproject.toml b/pyproject.toml
index 6ea7bb86b4..c95a91adc6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,8 +4,10 @@ requires = [
     "setuptools_scm[toml]>=8",
     "scikit-build-core[pyproject]",
     "cython>=3.0,<3.1",
+    # Build Libraries
     "numpy>=1.24,<1.27",
     "pyarrow==18.1.0",
+    "mpi4py>=3.1,<3.2",
     "pip"
 ]
 build-backend = "scikit_build_core.build"
@@ -60,8 +62,8 @@ mysql = ["sqlalchemy", "PyMySQL"]
 postgres = ["sqlalchemy", "psycopg2"]
 oracle = ["sqlalchemy", "cx-Oracle", "libaio"]
 
-# -------------------------- CMake Config -------------------------- #
 
+# -------------------------- CMake Config -------------------------- #
 # Must Include to Enable
 [tool.setuptools_scm]
 
@@ -71,7 +73,7 @@ strict-config = true
 experimental = false
 ninja.make-fallback = false
 cmake.build-type = "Release"
-build.verbose = false
+build.verbose = true
 logging.level = "INFO"
 
 metadata.version.provider = "scikit_build_core.metadata.setuptools_scm"
@@ -96,6 +98,7 @@ MPICH_VERSION = "4.1.3"
 [[tool.scikit-build.overrides]]
 if.state = "editable"
 cmake.build-type = "RelWithDebInfo"
+build.verbose = false
 wheel.exclude = [
     "bodo/**/*.h",
     "bodo/**/*.cpp",
@@ -106,6 +109,7 @@ wheel.exclude = [
     "bodo/bench",
 ]
 
+
 # -------------------------------------- Dev Tools -------------------------------------- #
 [tool.ruff]
 unsafe-fixes = true
@@ -172,12 +176,12 @@ exclude = [
 # Disable building PyPy wheels on all platforms
 # Disable building wheels for musllinux
 skip = ["pp*", "*musllinux*", "*i686*"]
-manylinux-x86_64-image = "427443013497.dkr.ecr.us-east-2.amazonaws.com/cibuildwheel-manylinux:latest"
 # Increase pip debugging output
 build-verbosity = 1
+build-frontend = { name = "pip" }
 
 [tool.cibuildwheel.linux]
-build-frontend = { name = "pip", args = ["--no-build-isolation"] }
+manylinux-x86_64-image = "quay.io/pypa/manylinux_2_28_x86_64:latest"
 
 [tool.cibuildwheel.macos]
 # Can't use pytest because we don't include tests in the wheel
@@ -185,9 +189,8 @@ test-command = """
 BODO_NUM_WORKERS=2 python -c '\
 import bodo
 import pandas as pd
-if bodo.get_rank() == 0:
-    pd.DataFrame({"a": [1, 2, 3]}).to_parquet("test.parquet")
-bodo.barrier()
+pd.DataFrame({"a": [1, 2, 3]}).to_parquet("test.parquet")
+
 @bodo.jit
 def f():
     df = pd.read_parquet("test.parquet")